Given a Bank customer, build a neural network-based classifier that can determine whether they will leave or not in the next 6 months.
Businesses like banks that provide service have to worry about the problem of 'Churn' i.e. customers leaving and joining another service provider. It is important to understand which aspects of the service influence a customer's decision in this regard. Management can concentrate efforts on the improvement of service, keeping in mind these priorities.
The case study is from an open-source dataset from Kaggle. The dataset contains 10,000 sample points with 14 distinct features such as CustomerId, CreditScore, Geography, Gender, Age, Tenure, Balance, etc. Link to the Kaggle project site:https://www.kaggle.com/barelydedicated/bank-customer-churn-modeling
# Load Libraries
import pandas as pd
import numpy as np
import seaborn as sns
import datetime
import matplotlib.pyplot as plt
%matplotlib inline
import warnings
warnings.filterwarnings('ignore')
bank_df = pd.read_csv("bank.csv")
bank_df.head(10)
| RowNumber | CustomerId | Surname | CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | Exited | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 15634602 | Hargrave | 619 | France | Female | 42 | 2 | 0.00 | 1 | 1 | 1 | 101348.88 | 1 |
| 1 | 2 | 15647311 | Hill | 608 | Spain | Female | 41 | 1 | 83807.86 | 1 | 0 | 1 | 112542.58 | 0 |
| 2 | 3 | 15619304 | Onio | 502 | France | Female | 42 | 8 | 159660.80 | 3 | 1 | 0 | 113931.57 | 1 |
| 3 | 4 | 15701354 | Boni | 699 | France | Female | 39 | 1 | 0.00 | 2 | 0 | 0 | 93826.63 | 0 |
| 4 | 5 | 15737888 | Mitchell | 850 | Spain | Female | 43 | 2 | 125510.82 | 1 | 1 | 1 | 79084.10 | 0 |
| 5 | 6 | 15574012 | Chu | 645 | Spain | Male | 44 | 8 | 113755.78 | 2 | 1 | 0 | 149756.71 | 1 |
| 6 | 7 | 15592531 | Bartlett | 822 | France | Male | 50 | 7 | 0.00 | 2 | 1 | 1 | 10062.80 | 0 |
| 7 | 8 | 15656148 | Obinna | 376 | Germany | Female | 29 | 4 | 115046.74 | 4 | 1 | 0 | 119346.88 | 1 |
| 8 | 9 | 15792365 | He | 501 | France | Male | 44 | 4 | 142051.07 | 2 | 0 | 1 | 74940.50 | 0 |
| 9 | 10 | 15592389 | H? | 684 | France | Male | 27 | 2 | 134603.88 | 1 | 1 | 1 | 71725.73 | 0 |
bank_df.tail(10)
| RowNumber | CustomerId | Surname | CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | Exited | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 9991 | 15798964 | Nkemakonam | 714 | Germany | Male | 33 | 3 | 35016.60 | 1 | 1 | 0 | 53667.08 | 0 |
| 9991 | 9992 | 15769959 | Ajuluchukwu | 597 | France | Female | 53 | 4 | 88381.21 | 1 | 1 | 0 | 69384.71 | 1 |
| 9992 | 9993 | 15657105 | Chukwualuka | 726 | Spain | Male | 36 | 2 | 0.00 | 1 | 1 | 0 | 195192.40 | 0 |
| 9993 | 9994 | 15569266 | Rahman | 644 | France | Male | 28 | 7 | 155060.41 | 1 | 1 | 0 | 29179.52 | 0 |
| 9994 | 9995 | 15719294 | Wood | 800 | France | Female | 29 | 2 | 0.00 | 2 | 0 | 0 | 167773.55 | 0 |
| 9995 | 9996 | 15606229 | Obijiaku | 771 | France | Male | 39 | 5 | 0.00 | 2 | 1 | 0 | 96270.64 | 0 |
| 9996 | 9997 | 15569892 | Johnstone | 516 | France | Male | 35 | 10 | 57369.61 | 1 | 1 | 1 | 101699.77 | 0 |
| 9997 | 9998 | 15584532 | Liu | 709 | France | Female | 36 | 7 | 0.00 | 1 | 0 | 1 | 42085.58 | 1 |
| 9998 | 9999 | 15682355 | Sabbatini | 772 | Germany | Male | 42 | 3 | 75075.31 | 2 | 1 | 0 | 92888.52 | 1 |
| 9999 | 10000 | 15628319 | Walker | 792 | France | Female | 28 | 4 | 130142.79 | 1 | 1 | 0 | 38190.78 | 0 |
# Check to see the number of records in the dataset
bank_df.shape
(10000, 14)
bank_df.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 10000 entries, 0 to 9999 Data columns (total 14 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 RowNumber 10000 non-null int64 1 CustomerId 10000 non-null int64 2 Surname 10000 non-null object 3 CreditScore 10000 non-null int64 4 Geography 10000 non-null object 5 Gender 10000 non-null object 6 Age 10000 non-null int64 7 Tenure 10000 non-null int64 8 Balance 10000 non-null float64 9 NumOfProducts 10000 non-null int64 10 HasCrCard 10000 non-null int64 11 IsActiveMember 10000 non-null int64 12 EstimatedSalary 10000 non-null float64 13 Exited 10000 non-null int64 dtypes: float64(2), int64(9), object(3) memory usage: 1.1+ MB
bank_df.dtypes
RowNumber int64 CustomerId int64 Surname object CreditScore int64 Geography object Gender object Age int64 Tenure int64 Balance float64 NumOfProducts int64 HasCrCard int64 IsActiveMember int64 EstimatedSalary float64 Exited int64 dtype: object
# Check to see if data has any missing values
bank_df.isnull().any()
RowNumber False CustomerId False Surname False CreditScore False Geography False Gender False Age False Tenure False Balance False NumOfProducts False HasCrCard False IsActiveMember False EstimatedSalary False Exited False dtype: bool
# Check the unique values in each column of the dataframe
bank_df.nunique()
RowNumber 10000 CustomerId 10000 Surname 2932 CreditScore 460 Geography 3 Gender 2 Age 70 Tenure 11 Balance 6382 NumOfProducts 4 HasCrCard 2 IsActiveMember 2 EstimatedSalary 9999 Exited 2 dtype: int64
import pandas_profiling
bank_df.profile_report()
# Dropping irrelevant columns
bank_df = bank_df.drop(['RowNumber', 'CustomerId', 'Surname'], axis=1)
bank_df.shape
(10000, 11)
print(bank_df.columns)
Index(['CreditScore', 'Geography', 'Gender', 'Age', 'Tenure', 'Balance',
'NumOfProducts', 'HasCrCard', 'IsActiveMember', 'EstimatedSalary',
'Exited'],
dtype='object')
num_cols = ['CreditScore', 'Age', 'Tenure', 'Balance', 'EstimatedSalary']
from matplotlib.cbook import boxplot_stats
# Central tendency distribution
i = 1
for col in num_cols:
print('Attribute: ',col)
print(boxplot_stats(bank_df[col]))
plt.figure(figsize=(10,8))
sns.boxplot(bank_df[col])
plt.show();
i = i+1
print('-------------------------------------------------------------------------')
Attribute: CreditScore
[{'mean': 650.5288, 'iqr': 134.0, 'cilo': 649.8962, 'cihi': 654.1038, 'whishi': 850, 'whislo': 383, 'fliers': array([376, 376, 363, 359, 350, 350, 358, 351, 365, 367, 350, 350, 382,
373, 350]), 'q1': 584.0, 'med': 652.0, 'q3': 718.0}]
-------------------------------------------------------------------------
Attribute: Age
[{'mean': 38.9218, 'iqr': 12.0, 'cilo': 36.8116, 'cihi': 37.1884, 'whishi': 62, 'whislo': 18, 'fliers': array([66, 75, 65, 73, 65, 72, 67, 67, 79, 80, 68, 75, 66, 66, 70, 63, 72,
64, 64, 70, 67, 82, 63, 69, 65, 69, 64, 65, 74, 67, 66, 67, 63, 70,
71, 72, 67, 74, 76, 66, 63, 66, 68, 67, 63, 71, 66, 69, 73, 65, 66,
64, 69, 64, 77, 74, 65, 70, 67, 69, 67, 74, 69, 74, 74, 64, 63, 63,
70, 74, 65, 72, 77, 66, 65, 74, 88, 63, 71, 63, 64, 67, 70, 68, 72,
71, 66, 75, 67, 73, 69, 76, 63, 85, 67, 74, 76, 66, 69, 66, 72, 63,
71, 63, 74, 67, 72, 72, 66, 84, 71, 66, 63, 74, 69, 84, 67, 64, 68,
66, 77, 70, 67, 79, 67, 76, 73, 66, 67, 64, 73, 76, 72, 64, 71, 63,
70, 65, 66, 65, 80, 66, 63, 63, 63, 63, 66, 74, 69, 63, 64, 76, 75,
68, 69, 77, 64, 66, 74, 71, 67, 68, 64, 68, 70, 64, 75, 66, 64, 78,
65, 74, 64, 64, 71, 77, 79, 70, 81, 64, 68, 68, 63, 79, 66, 64, 70,
69, 71, 72, 66, 68, 63, 71, 72, 72, 64, 78, 75, 65, 65, 67, 63, 68,
71, 73, 64, 66, 71, 69, 71, 66, 76, 69, 73, 64, 64, 75, 73, 71, 72,
63, 67, 68, 73, 67, 64, 63, 92, 65, 75, 67, 71, 64, 66, 64, 66, 67,
77, 92, 67, 63, 66, 66, 68, 65, 72, 71, 76, 63, 67, 67, 66, 67, 63,
65, 70, 72, 77, 74, 72, 73, 77, 67, 71, 64, 72, 81, 76, 69, 68, 74,
64, 64, 71, 68, 63, 67, 63, 64, 76, 63, 63, 68, 67, 72, 70, 81, 67,
73, 66, 68, 71, 66, 63, 75, 69, 64, 69, 70, 71, 71, 66, 70, 63, 64,
65, 63, 67, 71, 67, 65, 66, 63, 73, 66, 64, 72, 71, 69, 67, 64, 81,
73, 63, 67, 74, 83, 69, 71, 78, 63, 70, 69, 72, 70, 63, 74, 80, 69,
72, 67, 76, 71, 67, 71, 78, 63, 63, 68, 64, 70, 78, 69, 68, 64, 64,
77, 77]), 'q1': 32.0, 'med': 37.0, 'q3': 44.0}]
-------------------------------------------------------------------------
Attribute: Tenure
[{'mean': 5.0128, 'iqr': 4.0, 'cilo': 4.9372, 'cihi': 5.0628, 'whishi': 10, 'whislo': 0, 'fliers': array([], dtype=int64), 'q1': 3.0, 'med': 5.0, 'q3': 7.0}]
-------------------------------------------------------------------------
Attribute: Balance
[{'mean': 76485.889288, 'iqr': 127644.24, 'cilo': 95194.52543200001, 'cihi': 99202.554568, 'whishi': 250898.09, 'whislo': 0.0, 'fliers': array([], dtype=float64), 'q1': 0.0, 'med': 97198.54000000001, 'q3': 127644.24}]
-------------------------------------------------------------------------
Attribute: EstimatedSalary
[{'mean': 100090.239881, 'iqr': 98386.1375, 'cilo': 98649.25264124999, 'cihi': 101738.57735875, 'whishi': 199992.48, 'whislo': 11.58, 'fliers': array([], dtype=float64), 'q1': 51002.11, 'med': 100193.915, 'q3': 149388.2475}]
-------------------------------------------------------------------------
# Skewness distribution
i = 1
for col in num_cols:
plt.figure(figsize=(10,8))
sns.distplot(bank_df[col])
i = i+1
#importing the Encoding library
from sklearn.preprocessing import LabelEncoder
labelencoder_X = LabelEncoder()
bank_df['Gender']=labelencoder_X.fit_transform(bank_df['Gender'])
bank_df['Geography']=labelencoder_X.fit_transform(bank_df['Geography'])
bank_df.head(10)
| CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | Exited | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 619 | 0 | 0 | 42 | 2 | 0.00 | 1 | 1 | 1 | 101348.88 | 1 |
| 1 | 608 | 2 | 0 | 41 | 1 | 83807.86 | 1 | 0 | 1 | 112542.58 | 0 |
| 2 | 502 | 0 | 0 | 42 | 8 | 159660.80 | 3 | 1 | 0 | 113931.57 | 1 |
| 3 | 699 | 0 | 0 | 39 | 1 | 0.00 | 2 | 0 | 0 | 93826.63 | 0 |
| 4 | 850 | 2 | 0 | 43 | 2 | 125510.82 | 1 | 1 | 1 | 79084.10 | 0 |
| 5 | 645 | 2 | 1 | 44 | 8 | 113755.78 | 2 | 1 | 0 | 149756.71 | 1 |
| 6 | 822 | 0 | 1 | 50 | 7 | 0.00 | 2 | 1 | 1 | 10062.80 | 0 |
| 7 | 376 | 1 | 0 | 29 | 4 | 115046.74 | 4 | 1 | 0 | 119346.88 | 1 |
| 8 | 501 | 0 | 1 | 44 | 4 | 142051.07 | 2 | 0 | 1 | 74940.50 | 0 |
| 9 | 684 | 0 | 1 | 27 | 2 | 134603.88 | 1 | 1 | 1 | 71725.73 | 0 |
# Analyze the distribution of the dataset
bank_df.describe()
| CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | Exited | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 10000.000000 | 10000.000000 | 10000.000000 | 10000.000000 | 10000.000000 | 10000.000000 | 10000.000000 | 10000.00000 | 10000.000000 | 10000.000000 | 10000.000000 |
| mean | 650.528800 | 0.746300 | 0.545700 | 38.921800 | 5.012800 | 76485.889288 | 1.530200 | 0.70550 | 0.515100 | 100090.239881 | 0.203700 |
| std | 96.653299 | 0.827529 | 0.497932 | 10.487806 | 2.892174 | 62397.405202 | 0.581654 | 0.45584 | 0.499797 | 57510.492818 | 0.402769 |
| min | 350.000000 | 0.000000 | 0.000000 | 18.000000 | 0.000000 | 0.000000 | 1.000000 | 0.00000 | 0.000000 | 11.580000 | 0.000000 |
| 25% | 584.000000 | 0.000000 | 0.000000 | 32.000000 | 3.000000 | 0.000000 | 1.000000 | 0.00000 | 0.000000 | 51002.110000 | 0.000000 |
| 50% | 652.000000 | 0.000000 | 1.000000 | 37.000000 | 5.000000 | 97198.540000 | 1.000000 | 1.00000 | 1.000000 | 100193.915000 | 0.000000 |
| 75% | 718.000000 | 1.000000 | 1.000000 | 44.000000 | 7.000000 | 127644.240000 | 2.000000 | 1.00000 | 1.000000 | 149388.247500 | 0.000000 |
| max | 850.000000 | 2.000000 | 1.000000 | 92.000000 | 10.000000 | 250898.090000 | 4.000000 | 1.00000 | 1.000000 | 199992.480000 | 1.000000 |
bank_df.describe().transpose()
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| CreditScore | 10000.0 | 650.528800 | 96.653299 | 350.00 | 584.00 | 652.000 | 718.0000 | 850.00 |
| Geography | 10000.0 | 0.746300 | 0.827529 | 0.00 | 0.00 | 0.000 | 1.0000 | 2.00 |
| Gender | 10000.0 | 0.545700 | 0.497932 | 0.00 | 0.00 | 1.000 | 1.0000 | 1.00 |
| Age | 10000.0 | 38.921800 | 10.487806 | 18.00 | 32.00 | 37.000 | 44.0000 | 92.00 |
| Tenure | 10000.0 | 5.012800 | 2.892174 | 0.00 | 3.00 | 5.000 | 7.0000 | 10.00 |
| Balance | 10000.0 | 76485.889288 | 62397.405202 | 0.00 | 0.00 | 97198.540 | 127644.2400 | 250898.09 |
| NumOfProducts | 10000.0 | 1.530200 | 0.581654 | 1.00 | 1.00 | 1.000 | 2.0000 | 4.00 |
| HasCrCard | 10000.0 | 0.705500 | 0.455840 | 0.00 | 0.00 | 1.000 | 1.0000 | 1.00 |
| IsActiveMember | 10000.0 | 0.515100 | 0.499797 | 0.00 | 0.00 | 1.000 | 1.0000 | 1.00 |
| EstimatedSalary | 10000.0 | 100090.239881 | 57510.492818 | 11.58 | 51002.11 | 100193.915 | 149388.2475 | 199992.48 |
| Exited | 10000.0 | 0.203700 | 0.402769 | 0.00 | 0.00 | 0.000 | 0.0000 | 1.00 |
bank_df.Exited.nunique()
2
bank_df.Exited.value_counts()
0 7963 1 2037 Name: Exited, dtype: int64
# Plot the distribution of the target attribute
plt.figure(figsize=(8,6))
sns.countplot(bank_df['Exited'],data=bank_df);
plt.show()
cat_cols = ['Gender', 'Geography', 'NumOfProducts']
i = 1
for col in cat_cols:
plt.figure(figsize=(10,10))
print(pd.crosstab(bank_df[col],bank_df['Exited'],normalize='index'))
sns.countplot(x=col, data=bank_df,hue="Exited");
plt.show()
plt.tight_layout()
i = i+1
print('------------------------------------------------------------------------------------------------')
Exited 0 1 Gender 0 0.749285 0.250715 1 0.835441 0.164559
------------------------------------------------------------------------------------------------ Exited 0 1 Geography 0 0.838452 0.161548 1 0.675568 0.324432 2 0.833266 0.166734
<Figure size 432x288 with 0 Axes>
------------------------------------------------------------------------------------------------ Exited 0 1 NumOfProducts 1 0.722856 0.277144 2 0.924183 0.075817 3 0.172932 0.827068 4 0.000000 1.000000
<Figure size 432x288 with 0 Axes>
------------------------------------------------------------------------------------------------
<Figure size 432x288 with 0 Axes>
for col in num_cols:
plt.figure(figsize=(10,10))
ax = sns.regplot(x=col,y=bank_df['Exited'], data=bank_df);
pd.crosstab(bank_df['HasCrCard'],bank_df['Exited'],normalize='index')
sns.countplot(x=bank_df['HasCrCard'], data=bank_df,hue="Exited");
pd.crosstab(bank_df['IsActiveMember'],bank_df['Exited'],normalize='index')
sns.countplot(x=bank_df['IsActiveMember'], data=bank_df,hue="Exited");
sns.pairplot(data = bank_df,diag_kind ='kde');
# Correlation matrix
corr = bank_df.corr()
corr
| CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | Exited | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| CreditScore | 1.000000 | 0.007888 | -0.002857 | -0.003965 | 0.000842 | 0.006268 | 0.012238 | -0.005458 | 0.025651 | -0.001384 | -0.027094 |
| Geography | 0.007888 | 1.000000 | 0.004719 | 0.022812 | 0.003739 | 0.069408 | 0.003972 | -0.008523 | 0.006724 | -0.001369 | 0.035943 |
| Gender | -0.002857 | 0.004719 | 1.000000 | -0.027544 | 0.014733 | 0.012087 | -0.021859 | 0.005766 | 0.022544 | -0.008112 | -0.106512 |
| Age | -0.003965 | 0.022812 | -0.027544 | 1.000000 | -0.009997 | 0.028308 | -0.030680 | -0.011721 | 0.085472 | -0.007201 | 0.285323 |
| Tenure | 0.000842 | 0.003739 | 0.014733 | -0.009997 | 1.000000 | -0.012254 | 0.013444 | 0.022583 | -0.028362 | 0.007784 | -0.014001 |
| Balance | 0.006268 | 0.069408 | 0.012087 | 0.028308 | -0.012254 | 1.000000 | -0.304180 | -0.014858 | -0.010084 | 0.012797 | 0.118533 |
| NumOfProducts | 0.012238 | 0.003972 | -0.021859 | -0.030680 | 0.013444 | -0.304180 | 1.000000 | 0.003183 | 0.009612 | 0.014204 | -0.047820 |
| HasCrCard | -0.005458 | -0.008523 | 0.005766 | -0.011721 | 0.022583 | -0.014858 | 0.003183 | 1.000000 | -0.011866 | -0.009933 | -0.007138 |
| IsActiveMember | 0.025651 | 0.006724 | 0.022544 | 0.085472 | -0.028362 | -0.010084 | 0.009612 | -0.011866 | 1.000000 | -0.011421 | -0.156128 |
| EstimatedSalary | -0.001384 | -0.001369 | -0.008112 | -0.007201 | 0.007784 | 0.012797 | 0.014204 | -0.009933 | -0.011421 | 1.000000 | 0.012097 |
| Exited | -0.027094 | 0.035943 | -0.106512 | 0.285323 | -0.014001 | 0.118533 | -0.047820 | -0.007138 | -0.156128 | 0.012097 | 1.000000 |
# Heatmap
sns.set(font_scale=1.15)
fig,ax=plt.subplots(figsize=(16,16))
sns.heatmap(corr, cmap='GnBu',annot=True,linewidths=0.01,center=0,linecolor='white',square=True)
plt.title('Correlation between attributes',fontsize=16)
ax.tick_params(labelsize=14)
## Define X and Y variables
X = bank_df.drop('Exited', axis=1)
Y = bank_df[['Exited']]
# Convert categorical variables to dummy variables
X = pd.get_dummies(X, drop_first=True)
X
| CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 619 | 0 | 0 | 42 | 2 | 0.00 | 1 | 1 | 1 | 101348.88 |
| 1 | 608 | 2 | 0 | 41 | 1 | 83807.86 | 1 | 0 | 1 | 112542.58 |
| 2 | 502 | 0 | 0 | 42 | 8 | 159660.80 | 3 | 1 | 0 | 113931.57 |
| 3 | 699 | 0 | 0 | 39 | 1 | 0.00 | 2 | 0 | 0 | 93826.63 |
| 4 | 850 | 2 | 0 | 43 | 2 | 125510.82 | 1 | 1 | 1 | 79084.10 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 9995 | 771 | 0 | 1 | 39 | 5 | 0.00 | 2 | 1 | 0 | 96270.64 |
| 9996 | 516 | 0 | 1 | 35 | 10 | 57369.61 | 1 | 1 | 1 | 101699.77 |
| 9997 | 709 | 0 | 0 | 36 | 7 | 0.00 | 1 | 0 | 1 | 42085.58 |
| 9998 | 772 | 1 | 1 | 42 | 3 | 75075.31 | 2 | 1 | 0 | 92888.52 |
| 9999 | 792 | 0 | 0 | 28 | 4 | 130142.79 | 1 | 1 | 0 | 38190.78 |
10000 rows × 10 columns
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, Y, test_size=0.2,random_state=100)
from sklearn.preprocessing import StandardScaler
sc = StandardScaler()
X_train = sc.fit_transform(X_train)
X_test = sc.transform(X_test)
# ImportTensorflow Keras library and packages
import sys
from tensorflow.keras import Sequential
from tensorflow.keras.layers import Dense
from keras.layers import Dropout
# Initialising the ANN - Defining as a sequence of layers or a Graph
classifier = Sequential()
# Input Layer
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu', input_dim = 10))
#classifier.add(Dropout(0.1))
# Second hidden layer
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu'))
#classifier.add(Dropout(0.1))
# Output layer
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
# Compiling the ANN
classifier.compile(optimizer = 'adam',loss= 'binary_crossentropy',metrics=['accuracy'])
# Fitting the ANN to the Training Set
classifier.fit(X_train, y_train, batch_size = 10, epochs = 100)
Epoch 1/100 800/800 [==============================] - 2s 3ms/step - loss: 0.4832 - accuracy: 0.7966 Epoch 2/100 800/800 [==============================] - 1s 1ms/step - loss: 0.4173 - accuracy: 0.8205 Epoch 3/100 800/800 [==============================] - 1s 1ms/step - loss: 0.4060 - accuracy: 0.8267 Epoch 4/100 800/800 [==============================] - 1s 945us/step - loss: 0.3962 - accuracy: 0.8286 Epoch 5/100 800/800 [==============================] - 1s 872us/step - loss: 0.3877 - accuracy: 0.8307 Epoch 6/100 800/800 [==============================] - 1s 876us/step - loss: 0.3807 - accuracy: 0.8310 Epoch 7/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3756 - accuracy: 0.8444 Epoch 8/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3725 - accuracy: 0.8455: 0s - Epoch 9/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3689 - accuracy: 0.8481 Epoch 10/100 800/800 [==============================] - 1s 2ms/step - loss: 0.3657 - accuracy: 0.8495 Epoch 11/100 800/800 [==============================] - 1s 828us/step - loss: 0.3639 - accuracy: 0.8505 Epoch 12/100 800/800 [==============================] - 1s 928us/step - loss: 0.3621 - accuracy: 0.8510 Epoch 13/100 800/800 [==============================] - 1s 895us/step - loss: 0.3592 - accuracy: 0.8525 Epoch 14/100 800/800 [==============================] - 1s 827us/step - loss: 0.3595 - accuracy: 0.8496 Epoch 15/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3579 - accuracy: 0.8522 Epoch 16/100 800/800 [==============================] - 1s 791us/step - loss: 0.3572 - accuracy: 0.8514 Epoch 17/100 800/800 [==============================] - 1s 981us/step - loss: 0.3559 - accuracy: 0.8541 Epoch 18/100 800/800 [==============================] - 1s 936us/step - loss: 0.3553 - accuracy: 0.8520 Epoch 19/100 800/800 [==============================] - 1s 2ms/step - loss: 0.3554 - accuracy: 0.8535: 0s Epoch 20/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3552 - accuracy: 0.8540 Epoch 21/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3544 - accuracy: 0.8522 Epoch 22/100 800/800 [==============================] - 1s 961us/step - loss: 0.3528 - accuracy: 0.8559 Epoch 23/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3543 - accuracy: 0.8534 Epoch 24/100 800/800 [==============================] - 1s 953us/step - loss: 0.3525 - accuracy: 0.8536 Epoch 25/100 800/800 [==============================] - 1s 922us/step - loss: 0.3533 - accuracy: 0.8556 Epoch 26/100 800/800 [==============================] - 1s 939us/step - loss: 0.3522 - accuracy: 0.8545 Epoch 27/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3517 - accuracy: 0.8558 Epoch 28/100 800/800 [==============================] - 1s 966us/step - loss: 0.3511 - accuracy: 0.8569 Epoch 29/100 800/800 [==============================] - 1s 922us/step - loss: 0.3501 - accuracy: 0.8561 Epoch 30/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3484 - accuracy: 0.8572 Epoch 31/100 800/800 [==============================] - 1s 994us/step - loss: 0.3483 - accuracy: 0.8581 Epoch 32/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3465 - accuracy: 0.8604: 0s - loss: 0.3460 - accuracy: 0.86 Epoch 33/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3452 - accuracy: 0.8595 Epoch 34/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3438 - accuracy: 0.8605 Epoch 35/100 800/800 [==============================] - 1s 995us/step - loss: 0.3429 - accuracy: 0.8599 Epoch 36/100 800/800 [==============================] - 1s 984us/step - loss: 0.3426 - accuracy: 0.8565 Epoch 37/100 800/800 [==============================] - 1s 997us/step - loss: 0.3416 - accuracy: 0.8606 Epoch 38/100 800/800 [==============================] - 1s 962us/step - loss: 0.3425 - accuracy: 0.8600 Epoch 39/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3412 - accuracy: 0.8610 Epoch 40/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3416 - accuracy: 0.8593 Epoch 41/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3410 - accuracy: 0.8589 Epoch 42/100 800/800 [==============================] - 1s 962us/step - loss: 0.3405 - accuracy: 0.8600 Epoch 43/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3387 - accuracy: 0.8622: 0s - loss: 0.3382 - accuracy: Epoch 44/100 800/800 [==============================] - 1s 984us/step - loss: 0.3397 - accuracy: 0.8605 Epoch 45/100 800/800 [==============================] - 1s 990us/step - loss: 0.3396 - accuracy: 0.8590 Epoch 46/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3402 - accuracy: 0.8602 Epoch 47/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3381 - accuracy: 0.8635 Epoch 48/100 800/800 [==============================] - 1s 956us/step - loss: 0.3385 - accuracy: 0.8604 Epoch 49/100 800/800 [==============================] - 1s 963us/step - loss: 0.3382 - accuracy: 0.8604 Epoch 50/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3391 - accuracy: 0.8619 Epoch 51/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3386 - accuracy: 0.8602 Epoch 52/100 800/800 [==============================] - 1s 971us/step - loss: 0.3385 - accuracy: 0.86180s - loss: 0.3 Epoch 53/100 800/800 [==============================] - 1s 799us/step - loss: 0.3379 - accuracy: 0.8616 Epoch 54/100 800/800 [==============================] - 1s 800us/step - loss: 0.3371 - accuracy: 0.8624 Epoch 55/100 800/800 [==============================] - 1s 774us/step - loss: 0.3380 - accuracy: 0.8591 Epoch 56/100 800/800 [==============================] - 1s 773us/step - loss: 0.3373 - accuracy: 0.8620 Epoch 57/100 800/800 [==============================] - 1s 771us/step - loss: 0.3375 - accuracy: 0.8614 Epoch 58/100 800/800 [==============================] - 1s 858us/step - loss: 0.3374 - accuracy: 0.8604 Epoch 59/100 800/800 [==============================] - 1s 790us/step - loss: 0.3369 - accuracy: 0.8636 Epoch 60/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3364 - accuracy: 0.8634 Epoch 61/100 800/800 [==============================] - 1s 971us/step - loss: 0.3361 - accuracy: 0.8622 Epoch 62/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3358 - accuracy: 0.8633 Epoch 63/100 800/800 [==============================] - 1s 940us/step - loss: 0.3365 - accuracy: 0.8605 Epoch 64/100 800/800 [==============================] - 1s 868us/step - loss: 0.3358 - accuracy: 0.8631 Epoch 65/100 800/800 [==============================] - 1s 915us/step - loss: 0.3359 - accuracy: 0.8612 Epoch 66/100 800/800 [==============================] - 1s 870us/step - loss: 0.3353 - accuracy: 0.8585 Epoch 67/100 800/800 [==============================] - 1s 984us/step - loss: 0.3369 - accuracy: 0.8566 Epoch 68/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3362 - accuracy: 0.8596 Epoch 69/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3356 - accuracy: 0.8625 Epoch 70/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3368 - accuracy: 0.8597 Epoch 71/100 800/800 [==============================] - 1s 877us/step - loss: 0.3361 - accuracy: 0.85930s - loss: 0.3396 - accu Epoch 72/100 800/800 [==============================] - 1s 888us/step - loss: 0.3349 - accuracy: 0.8622 Epoch 73/100 800/800 [==============================] - 1s 800us/step - loss: 0.3359 - accuracy: 0.8616 Epoch 74/100 800/800 [==============================] - 1s 942us/step - loss: 0.3353 - accuracy: 0.85950s - loss: 0.3279 - accuracy: Epoch 75/100 800/800 [==============================] - 1s 828us/step - loss: 0.3362 - accuracy: 0.8599 Epoch 76/100 800/800 [==============================] - 1s 914us/step - loss: 0.3353 - accuracy: 0.8597 Epoch 77/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3354 - accuracy: 0.8631 Epoch 78/100 800/800 [==============================] - 1s 840us/step - loss: 0.3355 - accuracy: 0.8614 Epoch 79/100 800/800 [==============================] - 1s 898us/step - loss: 0.3350 - accuracy: 0.8624 Epoch 80/100 800/800 [==============================] - 1s 821us/step - loss: 0.3356 - accuracy: 0.8615 Epoch 81/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3355 - accuracy: 0.8614 Epoch 82/100 800/800 [==============================] - 1s 815us/step - loss: 0.3344 - accuracy: 0.8616 Epoch 83/100 800/800 [==============================] - 1s 895us/step - loss: 0.3351 - accuracy: 0.86020s - loss: Epoch 84/100 800/800 [==============================] - 1s 860us/step - loss: 0.3353 - accuracy: 0.8619 Epoch 85/100 800/800 [==============================] - 1s 855us/step - loss: 0.3344 - accuracy: 0.8625 Epoch 86/100 800/800 [==============================] - 1s 796us/step - loss: 0.3357 - accuracy: 0.8631 Epoch 87/100 800/800 [==============================] - 1s 797us/step - loss: 0.3353 - accuracy: 0.8624 Epoch 88/100 800/800 [==============================] - 1s 793us/step - loss: 0.3363 - accuracy: 0.8605 Epoch 89/100 800/800 [==============================] - 1s 916us/step - loss: 0.3346 - accuracy: 0.8587 Epoch 90/100 800/800 [==============================] - 1s 855us/step - loss: 0.3349 - accuracy: 0.8610 Epoch 91/100 800/800 [==============================] - 1s 902us/step - loss: 0.3349 - accuracy: 0.8612 Epoch 92/100 800/800 [==============================] - 1s 992us/step - loss: 0.3338 - accuracy: 0.8627 Epoch 93/100 800/800 [==============================] - 1s 956us/step - loss: 0.3350 - accuracy: 0.8618 Epoch 94/100 800/800 [==============================] - 1s 958us/step - loss: 0.3340 - accuracy: 0.8635 Epoch 95/100 800/800 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8633 Epoch 96/100 800/800 [==============================] - 1s 819us/step - loss: 0.3350 - accuracy: 0.8610 Epoch 97/100 800/800 [==============================] - 1s 877us/step - loss: 0.3346 - accuracy: 0.8620 Epoch 98/100 800/800 [==============================] - 1s 859us/step - loss: 0.3342 - accuracy: 0.8627 Epoch 99/100 800/800 [==============================] - 1s 807us/step - loss: 0.3341 - accuracy: 0.8595 Epoch 100/100 800/800 [==============================] - 1s 777us/step - loss: 0.3354 - accuracy: 0.8624
<tensorflow.python.keras.callbacks.History at 0x7feb15d34890>
loss, acc = classifier.evaluate(X_test, y_test, verbose=0)
print('Accuracy: %.3f' % acc)
print('Loss: %.3f' % loss)
Accuracy: 0.854 Loss: 0.358
from sklearn import metrics
from sklearn.metrics import accuracy_score
from sklearn.metrics import confusion_matrix
from sklearn.metrics import classification_report
y_pred = classifier.predict(X_test)
y_pred = (y_pred > 0.5)
import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns
conf_matrix = confusion_matrix(y_test, y_pred)
sns.heatmap(conf_matrix,annot=True,fmt = 'd',square = True,
xticklabels=['not churn','churn'],
yticklabels=['not churn','churn'],
linewidths = 2,linecolor = 'w',cmap = 'Set1')
plt.subplots_adjust(wspace = .3,hspace = .3)
print(classification_report(y_test, y_pred))
precision recall f1-score support
0 0.87 0.96 0.91 1588
1 0.74 0.44 0.56 412
accuracy 0.85 2000
macro avg 0.81 0.70 0.73 2000
weighted avg 0.84 0.85 0.84 2000
from sklearn.model_selection import cross_val_score
from sklearn.model_selection import GridSearchCV
from keras.wrappers.scikit_learn import KerasClassifier
from keras.layers import Dense, Input, Dropout
from keras.models import Sequential
from keras.layers import Dense
def build_classifier(optimizer):
classifier = Sequential()
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu', input_dim = 10))
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu'))
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
classifier.compile(optimizer = optimizer, loss = 'binary_crossentropy', metrics = ['accuracy'])
return classifier
classifier = KerasClassifier(build_fn = build_classifier)
parameters = {'batch_size': [16,32,64], 'epochs': [100, 500], 'optimizer': ['adam', 'rmsprop','SGD']}
grid_search = GridSearchCV(estimator = classifier,param_grid = parameters, scoring = 'accuracy',cv = 10)
grid_result = grid_search.fit(X_train, y_train)
best_parameters = grid_result.best_params_
best_accuracy = grid_result.best_score_
Epoch 1/100
450/450 [==============================] - 0s 851us/step - loss: 0.5261 - accuracy: 0.7960
Epoch 2/100
450/450 [==============================] - 0s 870us/step - loss: 0.4372 - accuracy: 0.79620s - loss: 0.4424 - accuracy: 0.
Epoch 3/100
450/450 [==============================] - 0s 763us/step - loss: 0.4348 - accuracy: 0.7962
Epoch 4/100
450/450 [==============================] - 0s 951us/step - loss: 0.4333 - accuracy: 0.79620s - loss: 0.4265 - accuracy:
Epoch 5/100
450/450 [==============================] - 0s 934us/step - loss: 0.4322 - accuracy: 0.7962
Epoch 6/100
450/450 [==============================] - 0s 789us/step - loss: 0.4310 - accuracy: 0.7962
Epoch 7/100
450/450 [==============================] - 0s 825us/step - loss: 0.4303 - accuracy: 0.7962
Epoch 8/100
450/450 [==============================] - 0s 783us/step - loss: 0.4284 - accuracy: 0.7982
Epoch 9/100
450/450 [==============================] - 0s 771us/step - loss: 0.4257 - accuracy: 0.8164
Epoch 10/100
450/450 [==============================] - 0s 798us/step - loss: 0.4225 - accuracy: 0.8206
Epoch 11/100
450/450 [==============================] - 0s 773us/step - loss: 0.4208 - accuracy: 0.8228
Epoch 12/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4193 - accuracy: 0.8258
Epoch 13/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4182 - accuracy: 0.8275
Epoch 14/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4170 - accuracy: 0.8283
Epoch 15/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4160 - accuracy: 0.8289
Epoch 16/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4151 - accuracy: 0.8296
Epoch 17/100
450/450 [==============================] - 0s 995us/step - loss: 0.4143 - accuracy: 0.8307
Epoch 18/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4137 - accuracy: 0.8335
Epoch 19/100
450/450 [==============================] - 0s 909us/step - loss: 0.4126 - accuracy: 0.8324
Epoch 20/100
450/450 [==============================] - 0s 890us/step - loss: 0.4126 - accuracy: 0.8336
Epoch 21/100
450/450 [==============================] - 0s 812us/step - loss: 0.4118 - accuracy: 0.8339
Epoch 22/100
450/450 [==============================] - 0s 796us/step - loss: 0.4110 - accuracy: 0.8338
Epoch 23/100
450/450 [==============================] - 0s 799us/step - loss: 0.4105 - accuracy: 0.8347
Epoch 24/100
450/450 [==============================] - 0s 859us/step - loss: 0.4096 - accuracy: 0.8342
Epoch 25/100
450/450 [==============================] - 0s 835us/step - loss: 0.4089 - accuracy: 0.8351
Epoch 26/100
450/450 [==============================] - 0s 915us/step - loss: 0.4081 - accuracy: 0.8347
Epoch 27/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4077 - accuracy: 0.8361
Epoch 28/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4072 - accuracy: 0.8351
Epoch 29/100
450/450 [==============================] - 0s 816us/step - loss: 0.4066 - accuracy: 0.8343
Epoch 30/100
450/450 [==============================] - 0s 834us/step - loss: 0.4057 - accuracy: 0.8356
Epoch 31/100
450/450 [==============================] - 0s 793us/step - loss: 0.4056 - accuracy: 0.8351
Epoch 32/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4056 - accuracy: 0.8372
Epoch 33/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4048 - accuracy: 0.8354
Epoch 34/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4045 - accuracy: 0.8364
Epoch 35/100
450/450 [==============================] - 0s 970us/step - loss: 0.4049 - accuracy: 0.8354
Epoch 36/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4043 - accuracy: 0.8353
Epoch 37/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4043 - accuracy: 0.8358
Epoch 38/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4043 - accuracy: 0.8350
Epoch 39/100
450/450 [==============================] - 0s 928us/step - loss: 0.4039 - accuracy: 0.8351
Epoch 40/100
450/450 [==============================] - 0s 920us/step - loss: 0.4034 - accuracy: 0.8361
Epoch 41/100
450/450 [==============================] - 0s 898us/step - loss: 0.4036 - accuracy: 0.8367
Epoch 42/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4030 - accuracy: 0.8369
Epoch 43/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4031 - accuracy: 0.8350: 0s - loss: 0.3931 - accu
Epoch 44/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4030 - accuracy: 0.8363
Epoch 45/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4029 - accuracy: 0.8342
Epoch 46/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4027 - accuracy: 0.8361
Epoch 47/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4027 - accuracy: 0.8357
Epoch 48/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4027 - accuracy: 0.8361
Epoch 49/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4023 - accuracy: 0.8357
Epoch 50/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4023 - accuracy: 0.8363
Epoch 51/100
450/450 [==============================] - 0s 866us/step - loss: 0.4023 - accuracy: 0.8353
Epoch 52/100
450/450 [==============================] - 0s 811us/step - loss: 0.4021 - accuracy: 0.8356
Epoch 53/100
450/450 [==============================] - 0s 857us/step - loss: 0.4019 - accuracy: 0.8367
Epoch 54/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4017 - accuracy: 0.8367
Epoch 55/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4019 - accuracy: 0.8371
Epoch 56/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4019 - accuracy: 0.8357
Epoch 57/100
450/450 [==============================] - 0s 922us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 58/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4015 - accuracy: 0.8382
Epoch 59/100
450/450 [==============================] - 0s 881us/step - loss: 0.4016 - accuracy: 0.8358
Epoch 60/100
450/450 [==============================] - 0s 893us/step - loss: 0.4015 - accuracy: 0.8361
Epoch 61/100
450/450 [==============================] - 0s 767us/step - loss: 0.4014 - accuracy: 0.8367
Epoch 62/100
450/450 [==============================] - 0s 769us/step - loss: 0.4016 - accuracy: 0.8351
Epoch 63/100
450/450 [==============================] - 0s 796us/step - loss: 0.4014 - accuracy: 0.8357
Epoch 64/100
450/450 [==============================] - 0s 758us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 65/100
450/450 [==============================] - 0s 801us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 66/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8363
Epoch 67/100
450/450 [==============================] - 0s 792us/step - loss: 0.4016 - accuracy: 0.8368
Epoch 68/100
450/450 [==============================] - 0s 878us/step - loss: 0.4015 - accuracy: 0.8371
Epoch 69/100
450/450 [==============================] - 0s 797us/step - loss: 0.4013 - accuracy: 0.8368
Epoch 70/100
450/450 [==============================] - 0s 784us/step - loss: 0.4015 - accuracy: 0.8349
Epoch 71/100
450/450 [==============================] - 0s 916us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 72/100
450/450 [==============================] - 0s 794us/step - loss: 0.4014 - accuracy: 0.8357
Epoch 73/100
450/450 [==============================] - 0s 971us/step - loss: 0.4014 - accuracy: 0.8364
Epoch 74/100
450/450 [==============================] - 0s 829us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 75/100
450/450 [==============================] - 0s 860us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 76/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4012 - accuracy: 0.8365
Epoch 77/100
450/450 [==============================] - 0s 985us/step - loss: 0.4014 - accuracy: 0.8347
Epoch 78/100
450/450 [==============================] - 0s 882us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 79/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4006 - accuracy: 0.8357
Epoch 80/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4009 - accuracy: 0.8375
Epoch 81/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4008 - accuracy: 0.8361
Epoch 82/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4007 - accuracy: 0.8368
Epoch 83/100
450/450 [==============================] - 0s 884us/step - loss: 0.4007 - accuracy: 0.8374
Epoch 84/100
450/450 [==============================] - 0s 811us/step - loss: 0.4005 - accuracy: 0.8371
Epoch 85/100
450/450 [==============================] - 0s 780us/step - loss: 0.4008 - accuracy: 0.8371
Epoch 86/100
450/450 [==============================] - 0s 774us/step - loss: 0.4009 - accuracy: 0.8375
Epoch 87/100
450/450 [==============================] - 0s 809us/step - loss: 0.4008 - accuracy: 0.83610s - loss: 0.4000 - accura
Epoch 88/100
450/450 [==============================] - 0s 770us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 89/100
450/450 [==============================] - 0s 790us/step - loss: 0.4004 - accuracy: 0.8349
Epoch 90/100
450/450 [==============================] - 0s 808us/step - loss: 0.4005 - accuracy: 0.8360
Epoch 91/100
450/450 [==============================] - 0s 791us/step - loss: 0.4007 - accuracy: 0.8365
Epoch 92/100
450/450 [==============================] - 0s 807us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 93/100
450/450 [==============================] - 0s 817us/step - loss: 0.4002 - accuracy: 0.83580s - loss: 0.3971 - accuracy: 0.
Epoch 94/100
450/450 [==============================] - 0s 779us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 95/100
450/450 [==============================] - 0s 803us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 96/100
450/450 [==============================] - 0s 804us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 97/100
450/450 [==============================] - 0s 783us/step - loss: 0.4004 - accuracy: 0.8367
Epoch 98/100
450/450 [==============================] - 0s 817us/step - loss: 0.4007 - accuracy: 0.8372
Epoch 99/100
450/450 [==============================] - 0s 916us/step - loss: 0.3999 - accuracy: 0.8361
Epoch 100/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8361
WARNING:tensorflow:From /Users/harinirao/opt/anaconda3/lib/python3.7/site-packages/tensorflow/python/keras/wrappers/scikit_learn.py:241: Sequential.predict_classes (from tensorflow.python.keras.engine.sequential) is deprecated and will be removed after 2021-01-01.
Instructions for updating:
Please use instead:* `np.argmax(model.predict(x), axis=-1)`, if your model does multi-class classification (e.g. if it uses a `softmax` last-layer activation).* `(model.predict(x) > 0.5).astype("int32")`, if your model does binary classification (e.g. if it uses a `sigmoid` last-layer activation).
Epoch 1/100
450/450 [==============================] - 0s 928us/step - loss: 0.5640 - accuracy: 0.7969
Epoch 2/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4292 - accuracy: 0.8040
Epoch 3/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4100 - accuracy: 0.8138
Epoch 4/100
450/450 [==============================] - 0s 983us/step - loss: 0.3954 - accuracy: 0.8200
Epoch 5/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3844 - accuracy: 0.8229: 0s - loss: 0.3775 - accura
Epoch 6/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3764 - accuracy: 0.8250
Epoch 7/100
450/450 [==============================] - 0s 873us/step - loss: 0.3690 - accuracy: 0.8478
Epoch 8/100
450/450 [==============================] - 0s 966us/step - loss: 0.3626 - accuracy: 0.8532
Epoch 9/100
450/450 [==============================] - 0s 919us/step - loss: 0.3573 - accuracy: 0.8569
Epoch 10/100
450/450 [==============================] - 0s 884us/step - loss: 0.3541 - accuracy: 0.8597
Epoch 11/100
450/450 [==============================] - 0s 889us/step - loss: 0.3514 - accuracy: 0.8607
Epoch 12/100
450/450 [==============================] - 0s 914us/step - loss: 0.3492 - accuracy: 0.8597
Epoch 13/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3477 - accuracy: 0.8617
Epoch 14/100
450/450 [==============================] - 0s 933us/step - loss: 0.3457 - accuracy: 0.8621
Epoch 15/100
450/450 [==============================] - 0s 877us/step - loss: 0.3446 - accuracy: 0.8624
Epoch 16/100
450/450 [==============================] - 0s 895us/step - loss: 0.3433 - accuracy: 0.8631
Epoch 17/100
450/450 [==============================] - 0s 858us/step - loss: 0.3426 - accuracy: 0.8614
Epoch 18/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3416 - accuracy: 0.8631
Epoch 19/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3412 - accuracy: 0.8637
Epoch 20/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3405 - accuracy: 0.8628
Epoch 21/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3402 - accuracy: 0.8615
Epoch 22/100
450/450 [==============================] - 0s 820us/step - loss: 0.3397 - accuracy: 0.8633
Epoch 23/100
450/450 [==============================] - 0s 783us/step - loss: 0.3388 - accuracy: 0.8633
Epoch 24/100
450/450 [==============================] - 0s 789us/step - loss: 0.3383 - accuracy: 0.8619
Epoch 25/100
450/450 [==============================] - 0s 791us/step - loss: 0.3377 - accuracy: 0.8629
Epoch 26/100
450/450 [==============================] - 0s 763us/step - loss: 0.3382 - accuracy: 0.8631
Epoch 27/100
450/450 [==============================] - 0s 802us/step - loss: 0.3374 - accuracy: 0.8632
Epoch 28/100
450/450 [==============================] - 0s 779us/step - loss: 0.3373 - accuracy: 0.8636
Epoch 29/100
450/450 [==============================] - 0s 790us/step - loss: 0.3362 - accuracy: 0.8629
Epoch 30/100
450/450 [==============================] - 0s 801us/step - loss: 0.3363 - accuracy: 0.8640
Epoch 31/100
450/450 [==============================] - 0s 808us/step - loss: 0.3361 - accuracy: 0.8631
Epoch 32/100
450/450 [==============================] - 0s 997us/step - loss: 0.3358 - accuracy: 0.8632
Epoch 33/100
450/450 [==============================] - 0s 879us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 34/100
450/450 [==============================] - 0s 967us/step - loss: 0.3351 - accuracy: 0.8639
Epoch 35/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8619
Epoch 36/100
450/450 [==============================] - 1s 3ms/step - loss: 0.3347 - accuracy: 0.8632
Epoch 37/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3334 - accuracy: 0.8631
Epoch 38/100
450/450 [==============================] - 0s 990us/step - loss: 0.3339 - accuracy: 0.8646
Epoch 39/100
450/450 [==============================] - 0s 939us/step - loss: 0.3336 - accuracy: 0.86400s - loss: 0.3366 - accuracy:
Epoch 40/100
450/450 [==============================] - 0s 932us/step - loss: 0.3335 - accuracy: 0.8628
Epoch 41/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3328 - accuracy: 0.8660
Epoch 42/100
450/450 [==============================] - 0s 856us/step - loss: 0.3330 - accuracy: 0.8654
Epoch 43/100
450/450 [==============================] - 0s 871us/step - loss: 0.3327 - accuracy: 0.8649
Epoch 44/100
450/450 [==============================] - 0s 897us/step - loss: 0.3327 - accuracy: 0.8650
Epoch 45/100
450/450 [==============================] - 0s 940us/step - loss: 0.3322 - accuracy: 0.8657
Epoch 46/100
450/450 [==============================] - 0s 856us/step - loss: 0.3318 - accuracy: 0.8661
Epoch 47/100
450/450 [==============================] - 0s 873us/step - loss: 0.3317 - accuracy: 0.8643
Epoch 48/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3317 - accuracy: 0.8683
Epoch 49/100
450/450 [==============================] - 0s 858us/step - loss: 0.3318 - accuracy: 0.8669
Epoch 50/100
450/450 [==============================] - 0s 878us/step - loss: 0.3314 - accuracy: 0.8662
Epoch 51/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8662
Epoch 52/100
450/450 [==============================] - 0s 939us/step - loss: 0.3313 - accuracy: 0.8658
Epoch 53/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8656
Epoch 54/100
450/450 [==============================] - 0s 991us/step - loss: 0.3306 - accuracy: 0.8657
Epoch 55/100
450/450 [==============================] - 0s 891us/step - loss: 0.3307 - accuracy: 0.8675
Epoch 56/100
450/450 [==============================] - 0s 890us/step - loss: 0.3306 - accuracy: 0.8650
Epoch 57/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3305 - accuracy: 0.8661
Epoch 58/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8667
Epoch 59/100
450/450 [==============================] - 0s 965us/step - loss: 0.3302 - accuracy: 0.8672
Epoch 60/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8671
Epoch 61/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3300 - accuracy: 0.8657
Epoch 62/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3301 - accuracy: 0.8654
Epoch 63/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3303 - accuracy: 0.8660
Epoch 64/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8665
Epoch 65/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3303 - accuracy: 0.8656
Epoch 66/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8660
Epoch 67/100
450/450 [==============================] - 1s 3ms/step - loss: 0.3302 - accuracy: 0.8644: 0s -
Epoch 68/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3301 - accuracy: 0.8681
Epoch 69/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3300 - accuracy: 0.8657
Epoch 70/100
450/450 [==============================] - 0s 982us/step - loss: 0.3300 - accuracy: 0.8667
Epoch 71/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3301 - accuracy: 0.8668
Epoch 72/100
450/450 [==============================] - 1s 3ms/step - loss: 0.3297 - accuracy: 0.8664
Epoch 73/100
450/450 [==============================] - 0s 965us/step - loss: 0.3298 - accuracy: 0.8644
Epoch 74/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3297 - accuracy: 0.8668
Epoch 75/100
450/450 [==============================] - 0s 945us/step - loss: 0.3299 - accuracy: 0.8658
Epoch 76/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3296 - accuracy: 0.8672
Epoch 77/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3299 - accuracy: 0.8664
Epoch 78/100
450/450 [==============================] - 0s 940us/step - loss: 0.3299 - accuracy: 0.8668
Epoch 79/100
450/450 [==============================] - 0s 992us/step - loss: 0.3299 - accuracy: 0.8660
Epoch 80/100
450/450 [==============================] - 0s 929us/step - loss: 0.3295 - accuracy: 0.8661
Epoch 81/100
450/450 [==============================] - 0s 982us/step - loss: 0.3290 - accuracy: 0.8668
Epoch 82/100
450/450 [==============================] - 0s 891us/step - loss: 0.3287 - accuracy: 0.8669
Epoch 83/100
450/450 [==============================] - 0s 931us/step - loss: 0.3291 - accuracy: 0.8665
Epoch 84/100
450/450 [==============================] - 0s 919us/step - loss: 0.3288 - accuracy: 0.8654
Epoch 85/100
450/450 [==============================] - 0s 948us/step - loss: 0.3293 - accuracy: 0.8656
Epoch 86/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3289 - accuracy: 0.8668
Epoch 87/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8671: 0s - loss: 0.3284 - accuracy: 0.86
Epoch 88/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3287 - accuracy: 0.8662
Epoch 89/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3287 - accuracy: 0.8656
Epoch 90/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3288 - accuracy: 0.8668
Epoch 91/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3287 - accuracy: 0.8683
Epoch 92/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3286 - accuracy: 0.8683: 0s - loss: 0
Epoch 93/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3288 - accuracy: 0.8644
Epoch 94/100
450/450 [==============================] - 0s 897us/step - loss: 0.3286 - accuracy: 0.8658
Epoch 95/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3289 - accuracy: 0.8667
Epoch 96/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3287 - accuracy: 0.8672
Epoch 97/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3289 - accuracy: 0.8672
Epoch 98/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3289 - accuracy: 0.8669
Epoch 99/100
450/450 [==============================] - 0s 958us/step - loss: 0.3280 - accuracy: 0.8674
Epoch 100/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3286 - accuracy: 0.8669: 0s - loss: 0.3300 - accuracy:
Epoch 1/100
450/450 [==============================] - 0s 1ms/step - loss: 0.5548 - accuracy: 0.7975
Epoch 2/100
450/450 [==============================] - 0s 884us/step - loss: 0.4287 - accuracy: 0.7978
Epoch 3/100
450/450 [==============================] - 0s 903us/step - loss: 0.4218 - accuracy: 0.7978
Epoch 4/100
450/450 [==============================] - 0s 866us/step - loss: 0.4176 - accuracy: 0.7978
Epoch 5/100
450/450 [==============================] - 0s 904us/step - loss: 0.4124 - accuracy: 0.7978
Epoch 6/100
450/450 [==============================] - 0s 897us/step - loss: 0.4075 - accuracy: 0.7978
Epoch 7/100
450/450 [==============================] - 0s 853us/step - loss: 0.4022 - accuracy: 0.8004
Epoch 8/100
450/450 [==============================] - 0s 990us/step - loss: 0.3977 - accuracy: 0.8140
Epoch 9/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3936 - accuracy: 0.8128
Epoch 10/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3899 - accuracy: 0.8175
Epoch 11/100
450/450 [==============================] - 0s 870us/step - loss: 0.3869 - accuracy: 0.8172
Epoch 12/100
450/450 [==============================] - 0s 930us/step - loss: 0.3836 - accuracy: 0.8274
Epoch 13/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3785 - accuracy: 0.8389
Epoch 14/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3750 - accuracy: 0.8439
Epoch 15/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3720 - accuracy: 0.8446
Epoch 16/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3698 - accuracy: 0.8479
Epoch 17/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3677 - accuracy: 0.8499
Epoch 18/100
450/450 [==============================] - 0s 889us/step - loss: 0.3653 - accuracy: 0.8528
Epoch 19/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3632 - accuracy: 0.8535
Epoch 20/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3625 - accuracy: 0.8537
Epoch 21/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3601 - accuracy: 0.8574
Epoch 22/100
450/450 [==============================] - 0s 954us/step - loss: 0.3587 - accuracy: 0.8543
Epoch 23/100
450/450 [==============================] - 0s 959us/step - loss: 0.3568 - accuracy: 0.8547
Epoch 24/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3544 - accuracy: 0.8562
Epoch 25/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3532 - accuracy: 0.8572
Epoch 26/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3516 - accuracy: 0.8562
Epoch 27/100
450/450 [==============================] - 0s 967us/step - loss: 0.3512 - accuracy: 0.8590
Epoch 28/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3500 - accuracy: 0.8579
Epoch 29/100
450/450 [==============================] - 0s 943us/step - loss: 0.3492 - accuracy: 0.8585
Epoch 30/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3488 - accuracy: 0.8582
Epoch 31/100
450/450 [==============================] - 0s 931us/step - loss: 0.3479 - accuracy: 0.8625
Epoch 32/100
450/450 [==============================] - 0s 908us/step - loss: 0.3476 - accuracy: 0.8608
Epoch 33/100
450/450 [==============================] - 0s 870us/step - loss: 0.3471 - accuracy: 0.8593
Epoch 34/100
450/450 [==============================] - 0s 909us/step - loss: 0.3474 - accuracy: 0.8599
Epoch 35/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3467 - accuracy: 0.8612
Epoch 36/100
450/450 [==============================] - 0s 939us/step - loss: 0.3459 - accuracy: 0.8585
Epoch 37/100
450/450 [==============================] - 0s 933us/step - loss: 0.3450 - accuracy: 0.8615
Epoch 38/100
450/450 [==============================] - 0s 873us/step - loss: 0.3451 - accuracy: 0.8596
Epoch 39/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3458 - accuracy: 0.8594
Epoch 40/100
450/450 [==============================] - 0s 885us/step - loss: 0.3456 - accuracy: 0.8587
Epoch 41/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3452 - accuracy: 0.8603
Epoch 42/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3451 - accuracy: 0.8624
Epoch 43/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3443 - accuracy: 0.8611
Epoch 44/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3442 - accuracy: 0.8618
Epoch 45/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3440 - accuracy: 0.8599
Epoch 46/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3444 - accuracy: 0.8597
Epoch 47/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3447 - accuracy: 0.8619
Epoch 48/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3437 - accuracy: 0.8603
Epoch 49/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3432 - accuracy: 0.8625
Epoch 50/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3432 - accuracy: 0.8594
Epoch 51/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3434 - accuracy: 0.8606
Epoch 52/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3432 - accuracy: 0.8612
Epoch 53/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3428 - accuracy: 0.8604
Epoch 54/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3429 - accuracy: 0.8603
Epoch 55/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3427 - accuracy: 0.8587
Epoch 56/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3428 - accuracy: 0.8607
Epoch 57/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3423 - accuracy: 0.8606
Epoch 58/100
450/450 [==============================] - 0s 966us/step - loss: 0.3431 - accuracy: 0.8612
Epoch 59/100
450/450 [==============================] - 0s 889us/step - loss: 0.3426 - accuracy: 0.8596
Epoch 60/100
450/450 [==============================] - 0s 914us/step - loss: 0.3422 - accuracy: 0.8596
Epoch 61/100
450/450 [==============================] - 0s 831us/step - loss: 0.3420 - accuracy: 0.8590
Epoch 62/100
450/450 [==============================] - 0s 829us/step - loss: 0.3415 - accuracy: 0.8612
Epoch 63/100
450/450 [==============================] - 0s 796us/step - loss: 0.3413 - accuracy: 0.8610
Epoch 64/100
450/450 [==============================] - 0s 776us/step - loss: 0.3418 - accuracy: 0.8586
Epoch 65/100
450/450 [==============================] - 0s 841us/step - loss: 0.3418 - accuracy: 0.8607
Epoch 66/100
450/450 [==============================] - 0s 865us/step - loss: 0.3416 - accuracy: 0.8625
Epoch 67/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3416 - accuracy: 0.8582
Epoch 68/100
450/450 [==============================] - 0s 943us/step - loss: 0.3416 - accuracy: 0.8594
Epoch 69/100
450/450 [==============================] - 0s 825us/step - loss: 0.3410 - accuracy: 0.86140s - loss: 0.3404 - accuracy: 0.86
Epoch 70/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3419 - accuracy: 0.8612
Epoch 71/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3414 - accuracy: 0.8617: 0s - loss: 0.3418 - accura
Epoch 72/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3413 - accuracy: 0.8624: 0s - loss: 0.3382 - accuracy
Epoch 73/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3406 - accuracy: 0.8612
Epoch 74/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3416 - accuracy: 0.8611: 0s - loss: 0.3316 - accu
Epoch 75/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3408 - accuracy: 0.8610
Epoch 76/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3412 - accuracy: 0.8608
Epoch 77/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3407 - accuracy: 0.8607
Epoch 78/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3410 - accuracy: 0.8622
Epoch 79/100
450/450 [==============================] - 1s 3ms/step - loss: 0.3417 - accuracy: 0.8606
Epoch 80/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3404 - accuracy: 0.8606
Epoch 81/100
450/450 [==============================] - 0s 979us/step - loss: 0.3410 - accuracy: 0.8597
Epoch 82/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3411 - accuracy: 0.8604
Epoch 83/100
450/450 [==============================] - 0s 824us/step - loss: 0.3409 - accuracy: 0.8607
Epoch 84/100
450/450 [==============================] - 0s 806us/step - loss: 0.3409 - accuracy: 0.8619
Epoch 85/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8617
Epoch 86/100
450/450 [==============================] - 0s 902us/step - loss: 0.3410 - accuracy: 0.8585
Epoch 87/100
450/450 [==============================] - 0s 985us/step - loss: 0.3399 - accuracy: 0.8615
Epoch 88/100
450/450 [==============================] - 0s 916us/step - loss: 0.3406 - accuracy: 0.8610
Epoch 89/100
450/450 [==============================] - 0s 945us/step - loss: 0.3399 - accuracy: 0.8606
Epoch 90/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8607
Epoch 91/100
450/450 [==============================] - 0s 882us/step - loss: 0.3402 - accuracy: 0.8607
Epoch 92/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3400 - accuracy: 0.8603
Epoch 93/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3404 - accuracy: 0.8618
Epoch 94/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3406 - accuracy: 0.8615
Epoch 95/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3400 - accuracy: 0.8607: 0s - loss: 0.3430 - accuracy: 0.85 - ETA: 0s - loss: 0.3383 - accuracy: 0.
Epoch 96/100
450/450 [==============================] - 0s 857us/step - loss: 0.3396 - accuracy: 0.8614
Epoch 97/100
450/450 [==============================] - 0s 925us/step - loss: 0.3395 - accuracy: 0.8633
Epoch 98/100
450/450 [==============================] - 0s 883us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 99/100
450/450 [==============================] - 0s 885us/step - loss: 0.3400 - accuracy: 0.8607
Epoch 100/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3399 - accuracy: 0.8614
Epoch 1/100
450/450 [==============================] - 1s 2ms/step - loss: 0.5581 - accuracy: 0.7921
Epoch 2/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4412 - accuracy: 0.7940
Epoch 3/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4365 - accuracy: 0.7940
Epoch 4/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4348 - accuracy: 0.7940
Epoch 5/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4336 - accuracy: 0.7940
Epoch 6/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4324 - accuracy: 0.7940
Epoch 7/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4311 - accuracy: 0.7940
Epoch 8/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7940
Epoch 9/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8033
Epoch 10/100
450/450 [==============================] - 0s 837us/step - loss: 0.4248 - accuracy: 0.8178
Epoch 11/100
450/450 [==============================] - 0s 767us/step - loss: 0.4228 - accuracy: 0.8208
Epoch 12/100
450/450 [==============================] - 0s 797us/step - loss: 0.4214 - accuracy: 0.8242
Epoch 13/100
450/450 [==============================] - 0s 827us/step - loss: 0.4200 - accuracy: 0.8258
Epoch 14/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4183 - accuracy: 0.8279
Epoch 15/100
450/450 [==============================] - 0s 956us/step - loss: 0.4172 - accuracy: 0.8283
Epoch 16/100
450/450 [==============================] - 0s 877us/step - loss: 0.4160 - accuracy: 0.8314
Epoch 17/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4150 - accuracy: 0.8310
Epoch 18/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4139 - accuracy: 0.8319
Epoch 19/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4130 - accuracy: 0.8319
Epoch 20/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4122 - accuracy: 0.8318
Epoch 21/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4102 - accuracy: 0.8328
Epoch 22/100
450/450 [==============================] - 0s 889us/step - loss: 0.4104 - accuracy: 0.8347
Epoch 23/100
450/450 [==============================] - 0s 864us/step - loss: 0.4095 - accuracy: 0.8344
Epoch 24/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4091 - accuracy: 0.8339
Epoch 25/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4083 - accuracy: 0.8340
Epoch 26/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4078 - accuracy: 0.8354: 0s - loss: 0.4082 - accuracy: 0.83
Epoch 27/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4073 - accuracy: 0.8346
Epoch 28/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4071 - accuracy: 0.8350
Epoch 29/100
450/450 [==============================] - 0s 936us/step - loss: 0.4065 - accuracy: 0.8354
Epoch 30/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4061 - accuracy: 0.8346
Epoch 31/100
450/450 [==============================] - 0s 993us/step - loss: 0.4058 - accuracy: 0.8346
Epoch 32/100
450/450 [==============================] - 0s 832us/step - loss: 0.4056 - accuracy: 0.8344
Epoch 33/100
450/450 [==============================] - 0s 974us/step - loss: 0.4049 - accuracy: 0.8347
Epoch 34/100
450/450 [==============================] - 0s 857us/step - loss: 0.4046 - accuracy: 0.8346
Epoch 35/100
450/450 [==============================] - 0s 792us/step - loss: 0.4046 - accuracy: 0.8353
Epoch 36/100
450/450 [==============================] - 0s 770us/step - loss: 0.4043 - accuracy: 0.8353
Epoch 37/100
450/450 [==============================] - 0s 758us/step - loss: 0.4038 - accuracy: 0.8353
Epoch 38/100
450/450 [==============================] - 0s 833us/step - loss: 0.4031 - accuracy: 0.8353
Epoch 39/100
450/450 [==============================] - 0s 789us/step - loss: 0.4018 - accuracy: 0.8339
Epoch 40/100
450/450 [==============================] - 0s 779us/step - loss: 0.4012 - accuracy: 0.8353
Epoch 41/100
450/450 [==============================] - 0s 796us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 42/100
450/450 [==============================] - 0s 778us/step - loss: 0.4004 - accuracy: 0.8343
Epoch 43/100
450/450 [==============================] - 0s 770us/step - loss: 0.3995 - accuracy: 0.8340
Epoch 44/100
450/450 [==============================] - 0s 830us/step - loss: 0.3993 - accuracy: 0.8350
Epoch 45/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3988 - accuracy: 0.8358
Epoch 46/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3987 - accuracy: 0.8353
Epoch 47/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3980 - accuracy: 0.8364
Epoch 48/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3977 - accuracy: 0.8344
Epoch 49/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3980 - accuracy: 0.8344
Epoch 50/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3976 - accuracy: 0.8335
Epoch 51/100
450/450 [==============================] - 0s 807us/step - loss: 0.3969 - accuracy: 0.8353
Epoch 52/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3970 - accuracy: 0.8356
Epoch 53/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3968 - accuracy: 0.8357
Epoch 54/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3966 - accuracy: 0.8364
Epoch 55/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3965 - accuracy: 0.8346
Epoch 56/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3962 - accuracy: 0.8361
Epoch 57/100
450/450 [==============================] - 0s 894us/step - loss: 0.3963 - accuracy: 0.8365
Epoch 58/100
450/450 [==============================] - 0s 896us/step - loss: 0.3960 - accuracy: 0.8363
Epoch 59/100
450/450 [==============================] - 0s 940us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 60/100
450/450 [==============================] - 0s 935us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 61/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3956 - accuracy: 0.8354
Epoch 62/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3955 - accuracy: 0.8346
Epoch 63/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3951 - accuracy: 0.8364
Epoch 64/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8356
Epoch 65/100
450/450 [==============================] - 0s 958us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 66/100
450/450 [==============================] - 0s 840us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 67/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3953 - accuracy: 0.8363
Epoch 68/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3951 - accuracy: 0.8378
Epoch 69/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8367
Epoch 70/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3951 - accuracy: 0.8364
Epoch 71/100
450/450 [==============================] - 0s 895us/step - loss: 0.3947 - accuracy: 0.8356
Epoch 72/100
450/450 [==============================] - 0s 842us/step - loss: 0.3949 - accuracy: 0.8361
Epoch 73/100
450/450 [==============================] - 0s 830us/step - loss: 0.3948 - accuracy: 0.8374
Epoch 74/100
450/450 [==============================] - 0s 962us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 75/100
450/450 [==============================] - 0s 864us/step - loss: 0.3947 - accuracy: 0.8361
Epoch 76/100
450/450 [==============================] - 0s 950us/step - loss: 0.3946 - accuracy: 0.8351
Epoch 77/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3948 - accuracy: 0.8354
Epoch 78/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3947 - accuracy: 0.8364
Epoch 79/100
450/450 [==============================] - 0s 803us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 80/100
450/450 [==============================] - 0s 861us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 81/100
450/450 [==============================] - 0s 868us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 82/100
450/450 [==============================] - 0s 833us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 83/100
450/450 [==============================] - 0s 776us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 84/100
450/450 [==============================] - 0s 766us/step - loss: 0.3946 - accuracy: 0.8374
Epoch 85/100
450/450 [==============================] - 0s 854us/step - loss: 0.3946 - accuracy: 0.8374
Epoch 86/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3942 - accuracy: 0.8364
Epoch 87/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3946 - accuracy: 0.8365
Epoch 88/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3945 - accuracy: 0.8371
Epoch 89/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3945 - accuracy: 0.8369
Epoch 90/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3943 - accuracy: 0.8383
Epoch 91/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3944 - accuracy: 0.8351
Epoch 92/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3942 - accuracy: 0.8367
Epoch 93/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3946 - accuracy: 0.8361
Epoch 94/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3942 - accuracy: 0.8379
Epoch 95/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3943 - accuracy: 0.8378: 0s - loss: 0.385
Epoch 96/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3942 - accuracy: 0.8376
Epoch 97/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3945 - accuracy: 0.8378
Epoch 98/100
450/450 [==============================] - 0s 994us/step - loss: 0.3941 - accuracy: 0.8371
Epoch 99/100
450/450 [==============================] - 0s 793us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 100/100
450/450 [==============================] - 0s 782us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 1/100
450/450 [==============================] - 0s 838us/step - loss: 0.5222 - accuracy: 0.7956
Epoch 2/100
450/450 [==============================] - 0s 825us/step - loss: 0.4236 - accuracy: 0.8067
Epoch 3/100
450/450 [==============================] - 0s 780us/step - loss: 0.4126 - accuracy: 0.8256
Epoch 4/100
450/450 [==============================] - 0s 862us/step - loss: 0.4031 - accuracy: 0.8288
Epoch 5/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8293
Epoch 6/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8296
Epoch 7/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3833 - accuracy: 0.8290
Epoch 8/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3778 - accuracy: 0.8414
Epoch 9/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3744 - accuracy: 0.8428
Epoch 10/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3714 - accuracy: 0.8444
Epoch 11/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3674 - accuracy: 0.8465
Epoch 12/100
450/450 [==============================] - 0s 835us/step - loss: 0.3637 - accuracy: 0.8522
Epoch 13/100
450/450 [==============================] - 0s 894us/step - loss: 0.3602 - accuracy: 0.8533
Epoch 14/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3581 - accuracy: 0.8558
Epoch 15/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3557 - accuracy: 0.8533
Epoch 16/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3533 - accuracy: 0.8568
Epoch 17/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3526 - accuracy: 0.8572
Epoch 18/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3512 - accuracy: 0.8569
Epoch 19/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3516 - accuracy: 0.8587
Epoch 20/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3506 - accuracy: 0.8576
Epoch 21/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3493 - accuracy: 0.8587
Epoch 22/100
450/450 [==============================] - 0s 970us/step - loss: 0.3487 - accuracy: 0.8583
Epoch 23/100
450/450 [==============================] - 0s 914us/step - loss: 0.3480 - accuracy: 0.8574
Epoch 24/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3485 - accuracy: 0.8601
Epoch 25/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3480 - accuracy: 0.8597: 0s - loss: 0.3516 - accuracy: 0.
Epoch 26/100
450/450 [==============================] - 0s 824us/step - loss: 0.3484 - accuracy: 0.8594
Epoch 27/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3480 - accuracy: 0.8596
Epoch 28/100
450/450 [==============================] - 0s 778us/step - loss: 0.3475 - accuracy: 0.8618
Epoch 29/100
450/450 [==============================] - 0s 830us/step - loss: 0.3476 - accuracy: 0.8604
Epoch 30/100
450/450 [==============================] - 0s 818us/step - loss: 0.3474 - accuracy: 0.8608
Epoch 31/100
450/450 [==============================] - 0s 803us/step - loss: 0.3465 - accuracy: 0.8607
Epoch 32/100
450/450 [==============================] - 0s 780us/step - loss: 0.3473 - accuracy: 0.8596
Epoch 33/100
450/450 [==============================] - 0s 793us/step - loss: 0.3464 - accuracy: 0.8603
Epoch 34/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3463 - accuracy: 0.8601
Epoch 35/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3466 - accuracy: 0.8590
Epoch 36/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3462 - accuracy: 0.8601
Epoch 37/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3458 - accuracy: 0.8603
Epoch 38/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3459 - accuracy: 0.8597
Epoch 39/100
450/450 [==============================] - 0s 959us/step - loss: 0.3451 - accuracy: 0.8572
Epoch 40/100
450/450 [==============================] - 0s 869us/step - loss: 0.3456 - accuracy: 0.8596
Epoch 41/100
450/450 [==============================] - 0s 842us/step - loss: 0.3452 - accuracy: 0.8586
Epoch 42/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3449 - accuracy: 0.8607: 1s - loss: 0.405
Epoch 43/100
450/450 [==============================] - 0s 833us/step - loss: 0.3437 - accuracy: 0.8604
Epoch 44/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3439 - accuracy: 0.8600
Epoch 45/100
450/450 [==============================] - 0s 859us/step - loss: 0.3435 - accuracy: 0.8608
Epoch 46/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3431 - accuracy: 0.8590
Epoch 47/100
450/450 [==============================] - 0s 862us/step - loss: 0.3440 - accuracy: 0.8586
Epoch 48/100
450/450 [==============================] - 0s 853us/step - loss: 0.3426 - accuracy: 0.8594
Epoch 49/100
450/450 [==============================] - 0s 874us/step - loss: 0.3424 - accuracy: 0.8628
Epoch 50/100
450/450 [==============================] - 0s 840us/step - loss: 0.3425 - accuracy: 0.8607
Epoch 51/100
450/450 [==============================] - 0s 888us/step - loss: 0.3424 - accuracy: 0.8615
Epoch 52/100
450/450 [==============================] - 0s 837us/step - loss: 0.3416 - accuracy: 0.8603
Epoch 53/100
450/450 [==============================] - 0s 859us/step - loss: 0.3415 - accuracy: 0.8629
Epoch 54/100
450/450 [==============================] - 0s 889us/step - loss: 0.3428 - accuracy: 0.8600
Epoch 55/100
450/450 [==============================] - 0s 855us/step - loss: 0.3413 - accuracy: 0.8601
Epoch 56/100
450/450 [==============================] - 0s 840us/step - loss: 0.3414 - accuracy: 0.8604
Epoch 57/100
450/450 [==============================] - 0s 900us/step - loss: 0.3416 - accuracy: 0.8601
Epoch 58/100
450/450 [==============================] - 0s 848us/step - loss: 0.3404 - accuracy: 0.8611
Epoch 59/100
450/450 [==============================] - 0s 886us/step - loss: 0.3412 - accuracy: 0.8618
Epoch 60/100
450/450 [==============================] - 0s 827us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 61/100
450/450 [==============================] - 0s 917us/step - loss: 0.3410 - accuracy: 0.86170s - loss: 0.3407 - accuracy: 0.
Epoch 62/100
450/450 [==============================] - 0s 853us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 63/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3406 - accuracy: 0.8626
Epoch 64/100
450/450 [==============================] - 0s 899us/step - loss: 0.3401 - accuracy: 0.8610
Epoch 65/100
450/450 [==============================] - 0s 836us/step - loss: 0.3403 - accuracy: 0.8631
Epoch 66/100
450/450 [==============================] - 0s 884us/step - loss: 0.3407 - accuracy: 0.8621
Epoch 67/100
450/450 [==============================] - 0s 852us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 68/100
450/450 [==============================] - 0s 848us/step - loss: 0.3396 - accuracy: 0.8629
Epoch 69/100
450/450 [==============================] - 0s 913us/step - loss: 0.3402 - accuracy: 0.8624
Epoch 70/100
450/450 [==============================] - 0s 837us/step - loss: 0.3403 - accuracy: 0.8618
Epoch 71/100
450/450 [==============================] - 0s 854us/step - loss: 0.3402 - accuracy: 0.8615
Epoch 72/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3396 - accuracy: 0.8657
Epoch 73/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3398 - accuracy: 0.8614
Epoch 74/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3400 - accuracy: 0.8596
Epoch 75/100
450/450 [==============================] - 0s 964us/step - loss: 0.3392 - accuracy: 0.8617
Epoch 76/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3392 - accuracy: 0.8624
Epoch 77/100
450/450 [==============================] - 0s 994us/step - loss: 0.3388 - accuracy: 0.8635
Epoch 78/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3384 - accuracy: 0.8632
Epoch 79/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3388 - accuracy: 0.8625
Epoch 80/100
450/450 [==============================] - 0s 963us/step - loss: 0.3395 - accuracy: 0.8603
Epoch 81/100
450/450 [==============================] - 0s 961us/step - loss: 0.3388 - accuracy: 0.8628
Epoch 82/100
450/450 [==============================] - 0s 942us/step - loss: 0.3385 - accuracy: 0.8624
Epoch 83/100
450/450 [==============================] - 0s 992us/step - loss: 0.3390 - accuracy: 0.8614
Epoch 84/100
450/450 [==============================] - 0s 866us/step - loss: 0.3385 - accuracy: 0.8650
Epoch 85/100
450/450 [==============================] - 0s 890us/step - loss: 0.3386 - accuracy: 0.8635
Epoch 86/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3381 - accuracy: 0.8608
Epoch 87/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3376 - accuracy: 0.8633
Epoch 88/100
450/450 [==============================] - 0s 957us/step - loss: 0.3382 - accuracy: 0.8633
Epoch 89/100
450/450 [==============================] - 0s 922us/step - loss: 0.3384 - accuracy: 0.8610
Epoch 90/100
450/450 [==============================] - 0s 866us/step - loss: 0.3378 - accuracy: 0.8610
Epoch 91/100
450/450 [==============================] - 0s 877us/step - loss: 0.3384 - accuracy: 0.8600
Epoch 92/100
450/450 [==============================] - 0s 862us/step - loss: 0.3382 - accuracy: 0.8614
Epoch 93/100
450/450 [==============================] - 0s 880us/step - loss: 0.3380 - accuracy: 0.8614
Epoch 94/100
450/450 [==============================] - 0s 849us/step - loss: 0.3382 - accuracy: 0.8626
Epoch 95/100
450/450 [==============================] - 0s 845us/step - loss: 0.3383 - accuracy: 0.8619
Epoch 96/100
450/450 [==============================] - 0s 907us/step - loss: 0.3378 - accuracy: 0.8615
Epoch 97/100
450/450 [==============================] - 0s 882us/step - loss: 0.3376 - accuracy: 0.8633
Epoch 98/100
450/450 [==============================] - 0s 835us/step - loss: 0.3379 - accuracy: 0.8631
Epoch 99/100
450/450 [==============================] - 0s 856us/step - loss: 0.3369 - accuracy: 0.8654
Epoch 100/100
450/450 [==============================] - 0s 855us/step - loss: 0.3366 - accuracy: 0.8628
Epoch 1/100
450/450 [==============================] - 0s 868us/step - loss: 0.5236 - accuracy: 0.79530s - loss: 0.5267 - accuracy: 0.79
Epoch 2/100
450/450 [==============================] - 0s 875us/step - loss: 0.4379 - accuracy: 0.7953
Epoch 3/100
450/450 [==============================] - 0s 819us/step - loss: 0.4349 - accuracy: 0.7953
Epoch 4/100
450/450 [==============================] - 0s 842us/step - loss: 0.4339 - accuracy: 0.7953
Epoch 5/100
450/450 [==============================] - 0s 855us/step - loss: 0.4332 - accuracy: 0.7953
Epoch 6/100
450/450 [==============================] - 0s 844us/step - loss: 0.4326 - accuracy: 0.7953
Epoch 7/100
450/450 [==============================] - 0s 858us/step - loss: 0.4319 - accuracy: 0.7953
Epoch 8/100
450/450 [==============================] - 0s 874us/step - loss: 0.4312 - accuracy: 0.7953
Epoch 9/100
450/450 [==============================] - 0s 844us/step - loss: 0.4296 - accuracy: 0.7962
Epoch 10/100
450/450 [==============================] - 0s 879us/step - loss: 0.4270 - accuracy: 0.8140
Epoch 11/100
450/450 [==============================] - 0s 821us/step - loss: 0.4244 - accuracy: 0.8171
Epoch 12/100
450/450 [==============================] - 0s 845us/step - loss: 0.4220 - accuracy: 0.8183
Epoch 13/100
450/450 [==============================] - 0s 926us/step - loss: 0.4198 - accuracy: 0.82210s - loss: 0.4205 - accuracy: 0.
Epoch 14/100
450/450 [==============================] - 0s 843us/step - loss: 0.4181 - accuracy: 0.8250
Epoch 15/100
450/450 [==============================] - 0s 878us/step - loss: 0.4167 - accuracy: 0.8263
Epoch 16/100
450/450 [==============================] - 0s 860us/step - loss: 0.4154 - accuracy: 0.8282
Epoch 17/100
450/450 [==============================] - 0s 852us/step - loss: 0.4145 - accuracy: 0.8299
Epoch 18/100
450/450 [==============================] - 0s 856us/step - loss: 0.4129 - accuracy: 0.8299
Epoch 19/100
450/450 [==============================] - 0s 839us/step - loss: 0.4120 - accuracy: 0.8322
Epoch 20/100
450/450 [==============================] - 0s 890us/step - loss: 0.4113 - accuracy: 0.8340
Epoch 21/100
450/450 [==============================] - 0s 846us/step - loss: 0.4106 - accuracy: 0.8325
Epoch 22/100
450/450 [==============================] - 0s 864us/step - loss: 0.4097 - accuracy: 0.8336
Epoch 23/100
450/450 [==============================] - 0s 882us/step - loss: 0.4094 - accuracy: 0.8331
Epoch 24/100
450/450 [==============================] - 0s 834us/step - loss: 0.4083 - accuracy: 0.8344
Epoch 25/100
450/450 [==============================] - 0s 922us/step - loss: 0.4082 - accuracy: 0.8340
Epoch 26/100
450/450 [==============================] - 0s 844us/step - loss: 0.4079 - accuracy: 0.8342
Epoch 27/100
450/450 [==============================] - 0s 861us/step - loss: 0.4076 - accuracy: 0.8340
Epoch 28/100
450/450 [==============================] - 0s 868us/step - loss: 0.4066 - accuracy: 0.8342
Epoch 29/100
450/450 [==============================] - 0s 839us/step - loss: 0.4063 - accuracy: 0.8361
Epoch 30/100
450/450 [==============================] - 0s 869us/step - loss: 0.4058 - accuracy: 0.8354
Epoch 31/100
450/450 [==============================] - 0s 834us/step - loss: 0.4057 - accuracy: 0.8350
Epoch 32/100
450/450 [==============================] - 0s 836us/step - loss: 0.4053 - accuracy: 0.8357
Epoch 33/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4053 - accuracy: 0.8343
Epoch 34/100
450/450 [==============================] - 0s 860us/step - loss: 0.4047 - accuracy: 0.8346
Epoch 35/100
450/450 [==============================] - 0s 868us/step - loss: 0.4042 - accuracy: 0.8344
Epoch 36/100
450/450 [==============================] - 0s 841us/step - loss: 0.4043 - accuracy: 0.8365
Epoch 37/100
450/450 [==============================] - 0s 866us/step - loss: 0.4038 - accuracy: 0.8343
Epoch 38/100
450/450 [==============================] - 0s 884us/step - loss: 0.4035 - accuracy: 0.8365
Epoch 39/100
450/450 [==============================] - 0s 850us/step - loss: 0.4036 - accuracy: 0.8356
Epoch 40/100
450/450 [==============================] - 0s 916us/step - loss: 0.4031 - accuracy: 0.8353
Epoch 41/100
450/450 [==============================] - 0s 970us/step - loss: 0.4034 - accuracy: 0.8369
Epoch 42/100
450/450 [==============================] - 0s 851us/step - loss: 0.4031 - accuracy: 0.8358
Epoch 43/100
450/450 [==============================] - 0s 859us/step - loss: 0.4029 - accuracy: 0.8356
Epoch 44/100
450/450 [==============================] - 0s 849us/step - loss: 0.4027 - accuracy: 0.8353
Epoch 45/100
450/450 [==============================] - 0s 878us/step - loss: 0.4025 - accuracy: 0.8353
Epoch 46/100
450/450 [==============================] - 0s 847us/step - loss: 0.4027 - accuracy: 0.8367
Epoch 47/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4028 - accuracy: 0.8358
Epoch 48/100
450/450 [==============================] - 0s 877us/step - loss: 0.4024 - accuracy: 0.8364
Epoch 49/100
450/450 [==============================] - 0s 843us/step - loss: 0.4026 - accuracy: 0.8358
Epoch 50/100
450/450 [==============================] - 0s 885us/step - loss: 0.4018 - accuracy: 0.8354
Epoch 51/100
450/450 [==============================] - 0s 847us/step - loss: 0.4020 - accuracy: 0.8361
Epoch 52/100
450/450 [==============================] - 0s 860us/step - loss: 0.4018 - accuracy: 0.8365
Epoch 53/100
450/450 [==============================] - 0s 896us/step - loss: 0.4019 - accuracy: 0.8356
Epoch 54/100
450/450 [==============================] - 0s 963us/step - loss: 0.4013 - accuracy: 0.8357
Epoch 55/100
450/450 [==============================] - 0s 881us/step - loss: 0.4015 - accuracy: 0.8353
Epoch 56/100
450/450 [==============================] - 0s 841us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 57/100
450/450 [==============================] - 0s 840us/step - loss: 0.4014 - accuracy: 0.8356
Epoch 58/100
450/450 [==============================] - 0s 887us/step - loss: 0.4010 - accuracy: 0.8367
Epoch 59/100
450/450 [==============================] - 0s 973us/step - loss: 0.4007 - accuracy: 0.8346
Epoch 60/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4008 - accuracy: 0.8368
Epoch 61/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4007 - accuracy: 0.8363
Epoch 62/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4002 - accuracy: 0.8353
Epoch 63/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4000 - accuracy: 0.8364
Epoch 64/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8347
Epoch 65/100
450/450 [==============================] - 0s 966us/step - loss: 0.4003 - accuracy: 0.8371
Epoch 66/100
450/450 [==============================] - 0s 989us/step - loss: 0.4000 - accuracy: 0.8354
Epoch 67/100
450/450 [==============================] - 0s 923us/step - loss: 0.3998 - accuracy: 0.8360
Epoch 68/100
450/450 [==============================] - 0s 913us/step - loss: 0.3996 - accuracy: 0.8354
Epoch 69/100
450/450 [==============================] - 0s 897us/step - loss: 0.3998 - accuracy: 0.8358
Epoch 70/100
450/450 [==============================] - 0s 833us/step - loss: 0.3996 - accuracy: 0.8358
Epoch 71/100
450/450 [==============================] - 0s 848us/step - loss: 0.3997 - accuracy: 0.8344
Epoch 72/100
450/450 [==============================] - 0s 853us/step - loss: 0.3992 - accuracy: 0.8365
Epoch 73/100
450/450 [==============================] - 0s 874us/step - loss: 0.3999 - accuracy: 0.8363
Epoch 74/100
450/450 [==============================] - 0s 860us/step - loss: 0.3996 - accuracy: 0.8360
Epoch 75/100
450/450 [==============================] - 0s 867us/step - loss: 0.3997 - accuracy: 0.8365
Epoch 76/100
450/450 [==============================] - 0s 987us/step - loss: 0.3993 - accuracy: 0.8374
Epoch 77/100
450/450 [==============================] - 0s 858us/step - loss: 0.3996 - accuracy: 0.8375
Epoch 78/100
450/450 [==============================] - 0s 940us/step - loss: 0.3994 - accuracy: 0.8343
Epoch 79/100
450/450 [==============================] - 0s 916us/step - loss: 0.3990 - accuracy: 0.83750s - loss: 0.3941 - accuracy: 0.
Epoch 80/100
450/450 [==============================] - 0s 856us/step - loss: 0.3995 - accuracy: 0.8344
Epoch 81/100
450/450 [==============================] - 0s 886us/step - loss: 0.3990 - accuracy: 0.83560s - loss: 0.4063 - accuracy: 0.
Epoch 82/100
450/450 [==============================] - 0s 886us/step - loss: 0.3990 - accuracy: 0.8364
Epoch 83/100
450/450 [==============================] - 0s 982us/step - loss: 0.3991 - accuracy: 0.8361
Epoch 84/100
450/450 [==============================] - 0s 996us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 85/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3987 - accuracy: 0.8364: 0s - loss: 0.4020 - accuracy: - ETA: 0s - loss: 0.3983 - accuracy: 0.
Epoch 86/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3987 - accuracy: 0.8356
Epoch 87/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8339
Epoch 88/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8375
Epoch 89/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3989 - accuracy: 0.8361
Epoch 90/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3989 - accuracy: 0.8368
Epoch 91/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3991 - accuracy: 0.8358
Epoch 92/100
450/450 [==============================] - 1s 2ms/step - loss: 0.3987 - accuracy: 0.8382: 0s - loss: 0.4
Epoch 93/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3988 - accuracy: 0.8374
Epoch 94/100
450/450 [==============================] - 0s 775us/step - loss: 0.3983 - accuracy: 0.8386
Epoch 95/100
450/450 [==============================] - 0s 778us/step - loss: 0.3988 - accuracy: 0.8351
Epoch 96/100
450/450 [==============================] - 0s 805us/step - loss: 0.3987 - accuracy: 0.8374
Epoch 97/100
450/450 [==============================] - 0s 765us/step - loss: 0.3982 - accuracy: 0.8364
Epoch 98/100
450/450 [==============================] - 0s 773us/step - loss: 0.3978 - accuracy: 0.8375
Epoch 99/100
450/450 [==============================] - 0s 792us/step - loss: 0.3987 - accuracy: 0.8363
Epoch 100/100
450/450 [==============================] - 0s 762us/step - loss: 0.3986 - accuracy: 0.8353
Epoch 1/100
450/450 [==============================] - 0s 810us/step - loss: 0.5175 - accuracy: 0.7974
Epoch 2/100
450/450 [==============================] - 0s 786us/step - loss: 0.4322 - accuracy: 0.7974
Epoch 3/100
450/450 [==============================] - 0s 790us/step - loss: 0.4284 - accuracy: 0.7974
Epoch 4/100
450/450 [==============================] - 0s 786us/step - loss: 0.4250 - accuracy: 0.7974
Epoch 5/100
450/450 [==============================] - 0s 775us/step - loss: 0.4221 - accuracy: 0.7974
Epoch 6/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4186 - accuracy: 0.8210: 0s - loss: 0.4152
Epoch 7/100
450/450 [==============================] - 0s 736us/step - loss: 0.4166 - accuracy: 0.8254
Epoch 8/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4145 - accuracy: 0.8303
Epoch 9/100
450/450 [==============================] - 0s 738us/step - loss: 0.4130 - accuracy: 0.8303
Epoch 10/100
450/450 [==============================] - 0s 737us/step - loss: 0.4114 - accuracy: 0.8322
Epoch 11/100
450/450 [==============================] - 0s 763us/step - loss: 0.4102 - accuracy: 0.8344
Epoch 12/100
450/450 [==============================] - 0s 741us/step - loss: 0.4090 - accuracy: 0.8342
Epoch 13/100
450/450 [==============================] - 0s 774us/step - loss: 0.4078 - accuracy: 0.8349
Epoch 14/100
450/450 [==============================] - 0s 776us/step - loss: 0.4070 - accuracy: 0.8350
Epoch 15/100
450/450 [==============================] - 0s 734us/step - loss: 0.4063 - accuracy: 0.8354
Epoch 16/100
450/450 [==============================] - 0s 738us/step - loss: 0.4052 - accuracy: 0.8361
Epoch 17/100
450/450 [==============================] - 0s 775us/step - loss: 0.4042 - accuracy: 0.8350
Epoch 18/100
450/450 [==============================] - 0s 738us/step - loss: 0.4032 - accuracy: 0.8350
Epoch 19/100
450/450 [==============================] - 0s 740us/step - loss: 0.4031 - accuracy: 0.8365
Epoch 20/100
450/450 [==============================] - 0s 775us/step - loss: 0.4023 - accuracy: 0.8361
Epoch 21/100
450/450 [==============================] - 0s 750us/step - loss: 0.4016 - accuracy: 0.8372
Epoch 22/100
450/450 [==============================] - 0s 736us/step - loss: 0.4009 - accuracy: 0.8389
Epoch 23/100
450/450 [==============================] - 0s 771us/step - loss: 0.4010 - accuracy: 0.8385
Epoch 24/100
450/450 [==============================] - 0s 748us/step - loss: 0.4001 - accuracy: 0.8375
Epoch 25/100
450/450 [==============================] - 0s 740us/step - loss: 0.4007 - accuracy: 0.8361
Epoch 26/100
450/450 [==============================] - 0s 763us/step - loss: 0.3998 - accuracy: 0.8369
Epoch 27/100
450/450 [==============================] - 0s 732us/step - loss: 0.3992 - accuracy: 0.8389
Epoch 28/100
450/450 [==============================] - 0s 818us/step - loss: 0.3991 - accuracy: 0.8376
Epoch 29/100
450/450 [==============================] - 0s 776us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 30/100
450/450 [==============================] - 0s 746us/step - loss: 0.3988 - accuracy: 0.8396
Epoch 31/100
450/450 [==============================] - 0s 759us/step - loss: 0.3984 - accuracy: 0.8404
Epoch 32/100
450/450 [==============================] - 0s 755us/step - loss: 0.3982 - accuracy: 0.8389
Epoch 33/100
450/450 [==============================] - 0s 742us/step - loss: 0.3985 - accuracy: 0.8392
Epoch 34/100
450/450 [==============================] - 0s 741us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 35/100
450/450 [==============================] - 0s 781us/step - loss: 0.3979 - accuracy: 0.8382
Epoch 36/100
450/450 [==============================] - 0s 737us/step - loss: 0.3976 - accuracy: 0.8393
Epoch 37/100
450/450 [==============================] - 0s 761us/step - loss: 0.3973 - accuracy: 0.8383
Epoch 38/100
450/450 [==============================] - 0s 730us/step - loss: 0.3976 - accuracy: 0.8394
Epoch 39/100
450/450 [==============================] - 0s 741us/step - loss: 0.3973 - accuracy: 0.8388
Epoch 40/100
450/450 [==============================] - 0s 764us/step - loss: 0.3971 - accuracy: 0.8382
Epoch 41/100
450/450 [==============================] - 0s 733us/step - loss: 0.3970 - accuracy: 0.8386
Epoch 42/100
450/450 [==============================] - 0s 739us/step - loss: 0.3971 - accuracy: 0.8406
Epoch 43/100
450/450 [==============================] - 0s 768us/step - loss: 0.3970 - accuracy: 0.8399
Epoch 44/100
450/450 [==============================] - 0s 753us/step - loss: 0.3966 - accuracy: 0.8406
Epoch 45/100
450/450 [==============================] - 0s 757us/step - loss: 0.3972 - accuracy: 0.8396
Epoch 46/100
450/450 [==============================] - 0s 733us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 47/100
450/450 [==============================] - 0s 737us/step - loss: 0.3964 - accuracy: 0.8397
Epoch 48/100
450/450 [==============================] - 0s 748us/step - loss: 0.3966 - accuracy: 0.8381
Epoch 49/100
450/450 [==============================] - 0s 754us/step - loss: 0.3967 - accuracy: 0.8389
Epoch 50/100
450/450 [==============================] - 0s 834us/step - loss: 0.3964 - accuracy: 0.8386
Epoch 51/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3967 - accuracy: 0.8389
Epoch 52/100
450/450 [==============================] - 0s 894us/step - loss: 0.3963 - accuracy: 0.8390
Epoch 53/100
450/450 [==============================] - 0s 785us/step - loss: 0.3961 - accuracy: 0.84030s - loss: 0.3961 - accuracy: 0.84
Epoch 54/100
450/450 [==============================] - 0s 956us/step - loss: 0.3962 - accuracy: 0.8376
Epoch 55/100
450/450 [==============================] - 0s 743us/step - loss: 0.3965 - accuracy: 0.8390
Epoch 56/100
450/450 [==============================] - 0s 741us/step - loss: 0.3959 - accuracy: 0.8383
Epoch 57/100
450/450 [==============================] - 0s 769us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 58/100
450/450 [==============================] - 0s 773us/step - loss: 0.3961 - accuracy: 0.8394
Epoch 59/100
450/450 [==============================] - 0s 963us/step - loss: 0.3959 - accuracy: 0.8388
Epoch 60/100
450/450 [==============================] - 0s 841us/step - loss: 0.3961 - accuracy: 0.8390
Epoch 61/100
450/450 [==============================] - 0s 748us/step - loss: 0.3961 - accuracy: 0.8390
Epoch 62/100
450/450 [==============================] - 0s 770us/step - loss: 0.3960 - accuracy: 0.8392
Epoch 63/100
450/450 [==============================] - 0s 747us/step - loss: 0.3958 - accuracy: 0.8393
Epoch 64/100
450/450 [==============================] - 0s 748us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 65/100
450/450 [==============================] - 0s 963us/step - loss: 0.3956 - accuracy: 0.8376
Epoch 66/100
450/450 [==============================] - 0s 852us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 67/100
450/450 [==============================] - 0s 884us/step - loss: 0.3958 - accuracy: 0.8379
Epoch 68/100
450/450 [==============================] - 0s 856us/step - loss: 0.3955 - accuracy: 0.8385
Epoch 69/100
450/450 [==============================] - 0s 873us/step - loss: 0.3955 - accuracy: 0.8397
Epoch 70/100
450/450 [==============================] - 0s 895us/step - loss: 0.3956 - accuracy: 0.8382
Epoch 71/100
450/450 [==============================] - 0s 779us/step - loss: 0.3956 - accuracy: 0.8383
Epoch 72/100
450/450 [==============================] - 0s 782us/step - loss: 0.3958 - accuracy: 0.8392
Epoch 73/100
450/450 [==============================] - 0s 846us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 74/100
450/450 [==============================] - 0s 747us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 75/100
450/450 [==============================] - 0s 786us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 76/100
450/450 [==============================] - 0s 764us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 77/100
450/450 [==============================] - 0s 742us/step - loss: 0.3954 - accuracy: 0.8381
Epoch 78/100
450/450 [==============================] - 0s 739us/step - loss: 0.3956 - accuracy: 0.8385
Epoch 79/100
450/450 [==============================] - 0s 774us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 80/100
450/450 [==============================] - 0s 761us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 81/100
450/450 [==============================] - 0s 760us/step - loss: 0.3951 - accuracy: 0.8371
Epoch 82/100
450/450 [==============================] - 0s 741us/step - loss: 0.3956 - accuracy: 0.8396
Epoch 83/100
450/450 [==============================] - 0s 747us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 84/100
450/450 [==============================] - 0s 752us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 85/100
450/450 [==============================] - 0s 746us/step - loss: 0.3952 - accuracy: 0.8378
Epoch 86/100
450/450 [==============================] - 0s 746us/step - loss: 0.3958 - accuracy: 0.8369
Epoch 87/100
450/450 [==============================] - 0s 863us/step - loss: 0.3950 - accuracy: 0.8406
Epoch 88/100
450/450 [==============================] - 0s 738us/step - loss: 0.3951 - accuracy: 0.8399
Epoch 89/100
450/450 [==============================] - 0s 759us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 90/100
450/450 [==============================] - 0s 760us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 91/100
450/450 [==============================] - 0s 749us/step - loss: 0.3954 - accuracy: 0.8394
Epoch 92/100
450/450 [==============================] - 0s 742us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 93/100
450/450 [==============================] - 0s 868us/step - loss: 0.3952 - accuracy: 0.8390
Epoch 94/100
450/450 [==============================] - 0s 734us/step - loss: 0.3953 - accuracy: 0.8381
Epoch 95/100
450/450 [==============================] - 0s 756us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 96/100
450/450 [==============================] - 0s 757us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 97/100
450/450 [==============================] - 0s 734us/step - loss: 0.3950 - accuracy: 0.8399
Epoch 98/100
450/450 [==============================] - 0s 744us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 99/100
450/450 [==============================] - 0s 763us/step - loss: 0.3953 - accuracy: 0.8381
Epoch 100/100
450/450 [==============================] - 0s 731us/step - loss: 0.3952 - accuracy: 0.8390
Epoch 1/100
450/450 [==============================] - 0s 812us/step - loss: 0.5272 - accuracy: 0.7983
Epoch 2/100
450/450 [==============================] - 0s 773us/step - loss: 0.4217 - accuracy: 0.8075
Epoch 3/100
450/450 [==============================] - 0s 807us/step - loss: 0.4053 - accuracy: 0.8160
Epoch 4/100
450/450 [==============================] - 0s 813us/step - loss: 0.3886 - accuracy: 0.8196
Epoch 5/100
450/450 [==============================] - 0s 754us/step - loss: 0.3738 - accuracy: 0.8467
Epoch 6/100
450/450 [==============================] - 0s 754us/step - loss: 0.3634 - accuracy: 0.8564
Epoch 7/100
450/450 [==============================] - 0s 772us/step - loss: 0.3576 - accuracy: 0.8576
Epoch 8/100
450/450 [==============================] - 0s 770us/step - loss: 0.3534 - accuracy: 0.8596
Epoch 9/100
450/450 [==============================] - 0s 758us/step - loss: 0.3510 - accuracy: 0.8594
Epoch 10/100
450/450 [==============================] - 0s 750us/step - loss: 0.3484 - accuracy: 0.8606
Epoch 11/100
450/450 [==============================] - 0s 750us/step - loss: 0.3471 - accuracy: 0.8612
Epoch 12/100
450/450 [==============================] - 0s 768us/step - loss: 0.3467 - accuracy: 0.8614
Epoch 13/100
450/450 [==============================] - 0s 746us/step - loss: 0.3454 - accuracy: 0.8600
Epoch 14/100
450/450 [==============================] - 0s 760us/step - loss: 0.3446 - accuracy: 0.8608
Epoch 15/100
450/450 [==============================] - 0s 769us/step - loss: 0.3443 - accuracy: 0.8617
Epoch 16/100
450/450 [==============================] - 0s 762us/step - loss: 0.3433 - accuracy: 0.8614
Epoch 17/100
450/450 [==============================] - 0s 754us/step - loss: 0.3429 - accuracy: 0.8615
Epoch 18/100
450/450 [==============================] - 0s 757us/step - loss: 0.3424 - accuracy: 0.8594
Epoch 19/100
450/450 [==============================] - 0s 750us/step - loss: 0.3416 - accuracy: 0.8628
Epoch 20/100
450/450 [==============================] - 0s 744us/step - loss: 0.3408 - accuracy: 0.8599
Epoch 21/100
450/450 [==============================] - 0s 750us/step - loss: 0.3404 - accuracy: 0.8600
Epoch 22/100
450/450 [==============================] - 0s 731us/step - loss: 0.3396 - accuracy: 0.8611
Epoch 23/100
450/450 [==============================] - 0s 747us/step - loss: 0.3386 - accuracy: 0.8607
Epoch 24/100
450/450 [==============================] - 0s 751us/step - loss: 0.3389 - accuracy: 0.8626
Epoch 25/100
450/450 [==============================] - 0s 739us/step - loss: 0.3379 - accuracy: 0.8608
Epoch 26/100
450/450 [==============================] - 0s 767us/step - loss: 0.3376 - accuracy: 0.8617
Epoch 27/100
450/450 [==============================] - 0s 763us/step - loss: 0.3371 - accuracy: 0.8604
Epoch 28/100
450/450 [==============================] - 0s 735us/step - loss: 0.3372 - accuracy: 0.8624
Epoch 29/100
450/450 [==============================] - 0s 772us/step - loss: 0.3367 - accuracy: 0.8626
Epoch 30/100
450/450 [==============================] - 0s 758us/step - loss: 0.3368 - accuracy: 0.8624
Epoch 31/100
450/450 [==============================] - 0s 738us/step - loss: 0.3364 - accuracy: 0.8618
Epoch 32/100
450/450 [==============================] - 0s 757us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 33/100
450/450 [==============================] - 0s 780us/step - loss: 0.3349 - accuracy: 0.8626
Epoch 34/100
450/450 [==============================] - 0s 776us/step - loss: 0.3346 - accuracy: 0.8633
Epoch 35/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3343 - accuracy: 0.8632
Epoch 36/100
450/450 [==============================] - 0s 768us/step - loss: 0.3342 - accuracy: 0.8629
Epoch 37/100
450/450 [==============================] - 0s 754us/step - loss: 0.3336 - accuracy: 0.8644
Epoch 38/100
450/450 [==============================] - 0s 763us/step - loss: 0.3337 - accuracy: 0.8657
Epoch 39/100
450/450 [==============================] - 0s 747us/step - loss: 0.3340 - accuracy: 0.8643
Epoch 40/100
450/450 [==============================] - 0s 754us/step - loss: 0.3333 - accuracy: 0.8649
Epoch 41/100
450/450 [==============================] - 0s 753us/step - loss: 0.3332 - accuracy: 0.8646
Epoch 42/100
450/450 [==============================] - 0s 750us/step - loss: 0.3332 - accuracy: 0.8644
Epoch 43/100
450/450 [==============================] - 0s 753us/step - loss: 0.3325 - accuracy: 0.8653
Epoch 44/100
450/450 [==============================] - 0s 752us/step - loss: 0.3321 - accuracy: 0.8671
Epoch 45/100
450/450 [==============================] - 0s 748us/step - loss: 0.3321 - accuracy: 0.8661
Epoch 46/100
450/450 [==============================] - 0s 761us/step - loss: 0.3320 - accuracy: 0.8674
Epoch 47/100
450/450 [==============================] - 0s 763us/step - loss: 0.3317 - accuracy: 0.8661
Epoch 48/100
450/450 [==============================] - 0s 755us/step - loss: 0.3315 - accuracy: 0.8690
Epoch 49/100
450/450 [==============================] - 0s 753us/step - loss: 0.3314 - accuracy: 0.8656
Epoch 50/100
450/450 [==============================] - 0s 761us/step - loss: 0.3309 - accuracy: 0.8671
Epoch 51/100
450/450 [==============================] - 0s 754us/step - loss: 0.3311 - accuracy: 0.8644
Epoch 52/100
450/450 [==============================] - 0s 747us/step - loss: 0.3310 - accuracy: 0.8678
Epoch 53/100
450/450 [==============================] - 0s 754us/step - loss: 0.3307 - accuracy: 0.8667
Epoch 54/100
450/450 [==============================] - 0s 767us/step - loss: 0.3313 - accuracy: 0.8661
Epoch 55/100
450/450 [==============================] - 0s 751us/step - loss: 0.3314 - accuracy: 0.8664
Epoch 56/100
450/450 [==============================] - 0s 752us/step - loss: 0.3307 - accuracy: 0.8657
Epoch 57/100
450/450 [==============================] - 0s 744us/step - loss: 0.3312 - accuracy: 0.8667
Epoch 58/100
450/450 [==============================] - 0s 785us/step - loss: 0.3301 - accuracy: 0.86610s - loss: 0.3301 - accuracy: 0.86
Epoch 59/100
450/450 [==============================] - 0s 761us/step - loss: 0.3306 - accuracy: 0.8629
Epoch 60/100
450/450 [==============================] - 0s 758us/step - loss: 0.3310 - accuracy: 0.8668
Epoch 61/100
450/450 [==============================] - 0s 759us/step - loss: 0.3301 - accuracy: 0.8665
Epoch 62/100
450/450 [==============================] - 0s 742us/step - loss: 0.3304 - accuracy: 0.8665
Epoch 63/100
450/450 [==============================] - 0s 755us/step - loss: 0.3305 - accuracy: 0.8665
Epoch 64/100
450/450 [==============================] - 0s 774us/step - loss: 0.3308 - accuracy: 0.8661
Epoch 65/100
450/450 [==============================] - 0s 738us/step - loss: 0.3307 - accuracy: 0.8665
Epoch 66/100
450/450 [==============================] - 0s 746us/step - loss: 0.3304 - accuracy: 0.8656
Epoch 67/100
450/450 [==============================] - 0s 775us/step - loss: 0.3300 - accuracy: 0.8661
Epoch 68/100
450/450 [==============================] - 0s 737us/step - loss: 0.3303 - accuracy: 0.8687
Epoch 69/100
450/450 [==============================] - 0s 745us/step - loss: 0.3305 - accuracy: 0.8653
Epoch 70/100
450/450 [==============================] - 0s 773us/step - loss: 0.3295 - accuracy: 0.8679
Epoch 71/100
450/450 [==============================] - 0s 739us/step - loss: 0.3300 - accuracy: 0.8662
Epoch 72/100
450/450 [==============================] - 0s 748us/step - loss: 0.3298 - accuracy: 0.8668
Epoch 73/100
450/450 [==============================] - 0s 770us/step - loss: 0.3297 - accuracy: 0.8668
Epoch 74/100
450/450 [==============================] - 0s 743us/step - loss: 0.3297 - accuracy: 0.8654
Epoch 75/100
450/450 [==============================] - 0s 756us/step - loss: 0.3303 - accuracy: 0.8651
Epoch 76/100
450/450 [==============================] - 0s 792us/step - loss: 0.3303 - accuracy: 0.8671
Epoch 77/100
450/450 [==============================] - 0s 743us/step - loss: 0.3298 - accuracy: 0.8658
Epoch 78/100
450/450 [==============================] - 0s 741us/step - loss: 0.3297 - accuracy: 0.8664
Epoch 79/100
450/450 [==============================] - 0s 772us/step - loss: 0.3298 - accuracy: 0.8656
Epoch 80/100
450/450 [==============================] - 0s 745us/step - loss: 0.3294 - accuracy: 0.8679
Epoch 81/100
450/450 [==============================] - 0s 761us/step - loss: 0.3298 - accuracy: 0.8664
Epoch 82/100
450/450 [==============================] - 0s 744us/step - loss: 0.3298 - accuracy: 0.8656
Epoch 83/100
450/450 [==============================] - 0s 816us/step - loss: 0.3296 - accuracy: 0.8669
Epoch 84/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3296 - accuracy: 0.8662
Epoch 85/100
450/450 [==============================] - 0s 755us/step - loss: 0.3295 - accuracy: 0.8651
Epoch 86/100
450/450 [==============================] - 0s 927us/step - loss: 0.3287 - accuracy: 0.8672
Epoch 87/100
450/450 [==============================] - 0s 873us/step - loss: 0.3292 - accuracy: 0.8661
Epoch 88/100
450/450 [==============================] - 0s 958us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 89/100
450/450 [==============================] - 0s 910us/step - loss: 0.3292 - accuracy: 0.8679
Epoch 90/100
450/450 [==============================] - 0s 812us/step - loss: 0.3296 - accuracy: 0.8653
Epoch 91/100
450/450 [==============================] - 0s 855us/step - loss: 0.3293 - accuracy: 0.8658
Epoch 92/100
450/450 [==============================] - 0s 859us/step - loss: 0.3298 - accuracy: 0.8644
Epoch 93/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3290 - accuracy: 0.8675
Epoch 94/100
450/450 [==============================] - 0s 954us/step - loss: 0.3290 - accuracy: 0.8669
Epoch 95/100
450/450 [==============================] - 0s 787us/step - loss: 0.3290 - accuracy: 0.8667
Epoch 96/100
450/450 [==============================] - 0s 760us/step - loss: 0.3285 - accuracy: 0.8661
Epoch 97/100
450/450 [==============================] - 0s 860us/step - loss: 0.3291 - accuracy: 0.8671
Epoch 98/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3292 - accuracy: 0.8660
Epoch 99/100
450/450 [==============================] - 0s 957us/step - loss: 0.3290 - accuracy: 0.8660
Epoch 100/100
450/450 [==============================] - 0s 870us/step - loss: 0.3296 - accuracy: 0.8658
Epoch 1/100
450/450 [==============================] - 0s 762us/step - loss: 0.5335 - accuracy: 0.7964
Epoch 2/100
450/450 [==============================] - 0s 797us/step - loss: 0.4358 - accuracy: 0.7964
Epoch 3/100
450/450 [==============================] - 0s 764us/step - loss: 0.4316 - accuracy: 0.7964
Epoch 4/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7964
Epoch 5/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7964: 0s - loss: 0.4289 - accuracy
Epoch 6/100
450/450 [==============================] - 0s 837us/step - loss: 0.4222 - accuracy: 0.8061
Epoch 7/100
450/450 [==============================] - 0s 767us/step - loss: 0.4199 - accuracy: 0.8226
Epoch 8/100
450/450 [==============================] - 0s 784us/step - loss: 0.4182 - accuracy: 0.8254
Epoch 9/100
450/450 [==============================] - 0s 766us/step - loss: 0.4165 - accuracy: 0.8299
Epoch 10/100
450/450 [==============================] - 0s 842us/step - loss: 0.4148 - accuracy: 0.8306
Epoch 11/100
450/450 [==============================] - 0s 862us/step - loss: 0.4132 - accuracy: 0.8314
Epoch 12/100
450/450 [==============================] - 0s 826us/step - loss: 0.4121 - accuracy: 0.8333
Epoch 13/100
450/450 [==============================] - 0s 841us/step - loss: 0.4111 - accuracy: 0.8336
Epoch 14/100
450/450 [==============================] - 0s 760us/step - loss: 0.4097 - accuracy: 0.8343
Epoch 15/100
450/450 [==============================] - 0s 765us/step - loss: 0.4090 - accuracy: 0.8358
Epoch 16/100
450/450 [==============================] - 0s 825us/step - loss: 0.4083 - accuracy: 0.8342
Epoch 17/100
450/450 [==============================] - 0s 758us/step - loss: 0.4076 - accuracy: 0.8357
Epoch 18/100
450/450 [==============================] - 0s 762us/step - loss: 0.4068 - accuracy: 0.8349
Epoch 19/100
450/450 [==============================] - 0s 774us/step - loss: 0.4061 - accuracy: 0.8350
Epoch 20/100
450/450 [==============================] - 0s 754us/step - loss: 0.4057 - accuracy: 0.8360
Epoch 21/100
450/450 [==============================] - 0s 768us/step - loss: 0.4050 - accuracy: 0.8344
Epoch 22/100
450/450 [==============================] - 0s 901us/step - loss: 0.4046 - accuracy: 0.8350
Epoch 23/100
450/450 [==============================] - 0s 763us/step - loss: 0.4041 - accuracy: 0.8354
Epoch 24/100
450/450 [==============================] - 0s 773us/step - loss: 0.4038 - accuracy: 0.8361
Epoch 25/100
450/450 [==============================] - 0s 759us/step - loss: 0.4033 - accuracy: 0.8360
Epoch 26/100
450/450 [==============================] - 0s 765us/step - loss: 0.4029 - accuracy: 0.8356
Epoch 27/100
450/450 [==============================] - 0s 778us/step - loss: 0.4025 - accuracy: 0.8381
Epoch 28/100
450/450 [==============================] - 0s 780us/step - loss: 0.4027 - accuracy: 0.8368
Epoch 29/100
450/450 [==============================] - 0s 755us/step - loss: 0.4022 - accuracy: 0.8363
Epoch 30/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8367
Epoch 31/100
450/450 [==============================] - 0s 800us/step - loss: 0.4017 - accuracy: 0.83680s - loss: 0.4029 - accuracy: 0.83
Epoch 32/100
450/450 [==============================] - 0s 786us/step - loss: 0.4016 - accuracy: 0.8360
Epoch 33/100
450/450 [==============================] - 0s 763us/step - loss: 0.4010 - accuracy: 0.8365
Epoch 34/100
450/450 [==============================] - 0s 764us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 35/100
450/450 [==============================] - 0s 781us/step - loss: 0.4008 - accuracy: 0.8371
Epoch 36/100
450/450 [==============================] - 0s 774us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 37/100
450/450 [==============================] - 0s 759us/step - loss: 0.3999 - accuracy: 0.8353
Epoch 38/100
450/450 [==============================] - 0s 781us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 39/100
450/450 [==============================] - 0s 775us/step - loss: 0.3998 - accuracy: 0.8369
Epoch 40/100
450/450 [==============================] - 0s 770us/step - loss: 0.4000 - accuracy: 0.8356
Epoch 41/100
450/450 [==============================] - 0s 797us/step - loss: 0.3995 - accuracy: 0.8364
Epoch 42/100
450/450 [==============================] - 0s 757us/step - loss: 0.3994 - accuracy: 0.8368
Epoch 43/100
450/450 [==============================] - 0s 759us/step - loss: 0.3995 - accuracy: 0.8360
Epoch 44/100
450/450 [==============================] - 0s 781us/step - loss: 0.3991 - accuracy: 0.8371
Epoch 45/100
450/450 [==============================] - 0s 774us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 46/100
450/450 [==============================] - 0s 764us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 47/100
450/450 [==============================] - 0s 798us/step - loss: 0.3987 - accuracy: 0.8369
Epoch 48/100
450/450 [==============================] - 0s 754us/step - loss: 0.3984 - accuracy: 0.8361
Epoch 49/100
450/450 [==============================] - 0s 766us/step - loss: 0.3986 - accuracy: 0.83540s - loss: 0.3965 - accuracy: 0.83
Epoch 50/100
450/450 [==============================] - 0s 779us/step - loss: 0.3981 - accuracy: 0.8385
Epoch 51/100
450/450 [==============================] - 0s 761us/step - loss: 0.3982 - accuracy: 0.8385
Epoch 52/100
450/450 [==============================] - 0s 760us/step - loss: 0.3978 - accuracy: 0.8367
Epoch 53/100
450/450 [==============================] - 0s 787us/step - loss: 0.3982 - accuracy: 0.8367
Epoch 54/100
450/450 [==============================] - 0s 758us/step - loss: 0.3979 - accuracy: 0.8354
Epoch 55/100
450/450 [==============================] - 0s 786us/step - loss: 0.3976 - accuracy: 0.8374
Epoch 56/100
450/450 [==============================] - 0s 772us/step - loss: 0.3975 - accuracy: 0.8372
Epoch 57/100
450/450 [==============================] - 0s 764us/step - loss: 0.3973 - accuracy: 0.8367
Epoch 58/100
450/450 [==============================] - 0s 865us/step - loss: 0.3974 - accuracy: 0.8361
Epoch 59/100
450/450 [==============================] - 0s 760us/step - loss: 0.3973 - accuracy: 0.8368
Epoch 60/100
450/450 [==============================] - 0s 757us/step - loss: 0.3969 - accuracy: 0.8372
Epoch 61/100
450/450 [==============================] - 0s 782us/step - loss: 0.3973 - accuracy: 0.8365
Epoch 62/100
450/450 [==============================] - 0s 759us/step - loss: 0.3974 - accuracy: 0.8360
Epoch 63/100
450/450 [==============================] - 0s 751us/step - loss: 0.3970 - accuracy: 0.8358
Epoch 64/100
450/450 [==============================] - 0s 791us/step - loss: 0.3968 - accuracy: 0.8371
Epoch 65/100
450/450 [==============================] - 0s 765us/step - loss: 0.3968 - accuracy: 0.8360
Epoch 66/100
450/450 [==============================] - 0s 766us/step - loss: 0.3970 - accuracy: 0.8346
Epoch 67/100
450/450 [==============================] - 0s 797us/step - loss: 0.3965 - accuracy: 0.8347
Epoch 68/100
450/450 [==============================] - 0s 758us/step - loss: 0.3971 - accuracy: 0.8364
Epoch 69/100
450/450 [==============================] - 0s 772us/step - loss: 0.3967 - accuracy: 0.8367
Epoch 70/100
450/450 [==============================] - 0s 804us/step - loss: 0.3963 - accuracy: 0.8374
Epoch 71/100
450/450 [==============================] - 0s 822us/step - loss: 0.3967 - accuracy: 0.8356
Epoch 72/100
450/450 [==============================] - 0s 803us/step - loss: 0.3964 - accuracy: 0.8360
Epoch 73/100
450/450 [==============================] - 0s 783us/step - loss: 0.3961 - accuracy: 0.8349
Epoch 74/100
450/450 [==============================] - 0s 782us/step - loss: 0.3967 - accuracy: 0.8361
Epoch 75/100
450/450 [==============================] - 0s 971us/step - loss: 0.3963 - accuracy: 0.8367
Epoch 76/100
450/450 [==============================] - 0s 757us/step - loss: 0.3965 - accuracy: 0.8357
Epoch 77/100
450/450 [==============================] - 0s 758us/step - loss: 0.3966 - accuracy: 0.8364
Epoch 78/100
450/450 [==============================] - 0s 829us/step - loss: 0.3963 - accuracy: 0.8358
Epoch 79/100
450/450 [==============================] - 0s 766us/step - loss: 0.3964 - accuracy: 0.8354
Epoch 80/100
450/450 [==============================] - 0s 760us/step - loss: 0.3963 - accuracy: 0.8353
Epoch 81/100
450/450 [==============================] - 0s 781us/step - loss: 0.3957 - accuracy: 0.8357
Epoch 82/100
450/450 [==============================] - 0s 766us/step - loss: 0.3964 - accuracy: 0.8340
Epoch 83/100
450/450 [==============================] - 0s 784us/step - loss: 0.3962 - accuracy: 0.8354
Epoch 84/100
450/450 [==============================] - 0s 774us/step - loss: 0.3958 - accuracy: 0.8360
Epoch 85/100
450/450 [==============================] - 0s 764us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 86/100
450/450 [==============================] - 0s 777us/step - loss: 0.3962 - accuracy: 0.8356
Epoch 87/100
450/450 [==============================] - 0s 755us/step - loss: 0.3958 - accuracy: 0.8358
Epoch 88/100
450/450 [==============================] - 0s 757us/step - loss: 0.3962 - accuracy: 0.8358
Epoch 89/100
450/450 [==============================] - 0s 766us/step - loss: 0.3957 - accuracy: 0.8357
Epoch 90/100
450/450 [==============================] - 0s 760us/step - loss: 0.3962 - accuracy: 0.8350
Epoch 91/100
450/450 [==============================] - 0s 762us/step - loss: 0.3963 - accuracy: 0.8349
Epoch 92/100
450/450 [==============================] - 0s 779us/step - loss: 0.3961 - accuracy: 0.8350
Epoch 93/100
450/450 [==============================] - 0s 755us/step - loss: 0.3965 - accuracy: 0.8339
Epoch 94/100
450/450 [==============================] - 0s 795us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 95/100
450/450 [==============================] - 0s 766us/step - loss: 0.3959 - accuracy: 0.8357
Epoch 96/100
450/450 [==============================] - 0s 758us/step - loss: 0.3958 - accuracy: 0.8368
Epoch 97/100
450/450 [==============================] - 0s 771us/step - loss: 0.3961 - accuracy: 0.8351
Epoch 98/100
450/450 [==============================] - 0s 778us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 99/100
450/450 [==============================] - 0s 751us/step - loss: 0.3957 - accuracy: 0.8349
Epoch 100/100
450/450 [==============================] - 0s 770us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 1/100
450/450 [==============================] - 0s 971us/step - loss: 0.5263 - accuracy: 0.7979
Epoch 2/100
450/450 [==============================] - 0s 798us/step - loss: 0.4324 - accuracy: 0.7985
Epoch 3/100
450/450 [==============================] - 0s 754us/step - loss: 0.4296 - accuracy: 0.7985
Epoch 4/100
450/450 [==============================] - 0s 814us/step - loss: 0.4280 - accuracy: 0.7985
Epoch 5/100
450/450 [==============================] - 0s 803us/step - loss: 0.4256 - accuracy: 0.79850s - loss: 0.4209 - accuracy:
Epoch 6/100
450/450 [==============================] - 0s 753us/step - loss: 0.4222 - accuracy: 0.7985
Epoch 7/100
450/450 [==============================] - 0s 833us/step - loss: 0.4188 - accuracy: 0.8114
Epoch 8/100
450/450 [==============================] - 0s 777us/step - loss: 0.4165 - accuracy: 0.8238
Epoch 9/100
450/450 [==============================] - 0s 808us/step - loss: 0.4145 - accuracy: 0.8275
Epoch 10/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4132 - accuracy: 0.8301
Epoch 11/100
450/450 [==============================] - 0s 759us/step - loss: 0.4116 - accuracy: 0.8318
Epoch 12/100
450/450 [==============================] - 0s 754us/step - loss: 0.4107 - accuracy: 0.8319
Epoch 13/100
450/450 [==============================] - 0s 784us/step - loss: 0.4098 - accuracy: 0.8331
Epoch 14/100
450/450 [==============================] - 0s 738us/step - loss: 0.4087 - accuracy: 0.8336
Epoch 15/100
450/450 [==============================] - 0s 750us/step - loss: 0.4079 - accuracy: 0.8340
Epoch 16/100
450/450 [==============================] - 0s 771us/step - loss: 0.4072 - accuracy: 0.8336
Epoch 17/100
450/450 [==============================] - 0s 739us/step - loss: 0.4060 - accuracy: 0.8356
Epoch 18/100
450/450 [==============================] - 0s 743us/step - loss: 0.4056 - accuracy: 0.8357
Epoch 19/100
450/450 [==============================] - 0s 768us/step - loss: 0.4044 - accuracy: 0.8360
Epoch 20/100
450/450 [==============================] - 0s 739us/step - loss: 0.4039 - accuracy: 0.8357
Epoch 21/100
450/450 [==============================] - 0s 757us/step - loss: 0.4034 - accuracy: 0.8371
Epoch 22/100
450/450 [==============================] - 0s 748us/step - loss: 0.4026 - accuracy: 0.8361
Epoch 23/100
450/450 [==============================] - 0s 741us/step - loss: 0.4023 - accuracy: 0.8358
Epoch 24/100
450/450 [==============================] - 0s 777us/step - loss: 0.4016 - accuracy: 0.8367
Epoch 25/100
450/450 [==============================] - 0s 754us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 26/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4012 - accuracy: 0.8364
Epoch 27/100
450/450 [==============================] - 0s 799us/step - loss: 0.4005 - accuracy: 0.8369
Epoch 28/100
450/450 [==============================] - 0s 744us/step - loss: 0.4005 - accuracy: 0.8378
Epoch 29/100
450/450 [==============================] - 0s 748us/step - loss: 0.4001 - accuracy: 0.8364
Epoch 30/100
450/450 [==============================] - 0s 769us/step - loss: 0.3995 - accuracy: 0.8382
Epoch 31/100
450/450 [==============================] - 0s 753us/step - loss: 0.3998 - accuracy: 0.8361
Epoch 32/100
450/450 [==============================] - 0s 745us/step - loss: 0.3994 - accuracy: 0.8379
Epoch 33/100
450/450 [==============================] - 0s 757us/step - loss: 0.3990 - accuracy: 0.8371
Epoch 34/100
450/450 [==============================] - 0s 740us/step - loss: 0.3984 - accuracy: 0.8371
Epoch 35/100
450/450 [==============================] - 0s 746us/step - loss: 0.3982 - accuracy: 0.8367
Epoch 36/100
450/450 [==============================] - 0s 780us/step - loss: 0.3982 - accuracy: 0.8369
Epoch 37/100
450/450 [==============================] - 0s 739us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 38/100
450/450 [==============================] - 0s 749us/step - loss: 0.3979 - accuracy: 0.8371
Epoch 39/100
450/450 [==============================] - 0s 795us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 40/100
450/450 [==============================] - 0s 738us/step - loss: 0.3973 - accuracy: 0.8378
Epoch 41/100
450/450 [==============================] - 0s 753us/step - loss: 0.3970 - accuracy: 0.8369
Epoch 42/100
450/450 [==============================] - 0s 775us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 43/100
450/450 [==============================] - 0s 740us/step - loss: 0.3969 - accuracy: 0.8390
Epoch 44/100
450/450 [==============================] - 0s 769us/step - loss: 0.3965 - accuracy: 0.8378
Epoch 45/100
450/450 [==============================] - 0s 747us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 46/100
450/450 [==============================] - 0s 737us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 47/100
450/450 [==============================] - 0s 759us/step - loss: 0.3965 - accuracy: 0.8375
Epoch 48/100
450/450 [==============================] - 0s 749us/step - loss: 0.3960 - accuracy: 0.8385
Epoch 49/100
450/450 [==============================] - 0s 740us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 50/100
450/450 [==============================] - 0s 756us/step - loss: 0.3957 - accuracy: 0.8393
Epoch 51/100
450/450 [==============================] - 0s 746us/step - loss: 0.3959 - accuracy: 0.8381
Epoch 52/100
450/450 [==============================] - 0s 746us/step - loss: 0.3959 - accuracy: 0.8376
Epoch 53/100
450/450 [==============================] - 0s 772us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 54/100
450/450 [==============================] - 0s 749us/step - loss: 0.3958 - accuracy: 0.8392
Epoch 55/100
450/450 [==============================] - 0s 747us/step - loss: 0.3957 - accuracy: 0.8375
Epoch 56/100
450/450 [==============================] - 0s 764us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 57/100
450/450 [==============================] - 0s 763us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 58/100
450/450 [==============================] - 0s 779us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 59/100
450/450 [==============================] - 0s 814us/step - loss: 0.3957 - accuracy: 0.8383
Epoch 60/100
450/450 [==============================] - 0s 755us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 61/100
450/450 [==============================] - 0s 764us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 62/100
450/450 [==============================] - 0s 781us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 63/100
450/450 [==============================] - 0s 754us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 64/100
450/450 [==============================] - 0s 751us/step - loss: 0.3952 - accuracy: 0.8388
Epoch 65/100
450/450 [==============================] - 0s 815us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 66/100
450/450 [==============================] - 0s 743us/step - loss: 0.3951 - accuracy: 0.8399
Epoch 67/100
450/450 [==============================] - 0s 751us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 68/100
450/450 [==============================] - 0s 807us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 69/100
450/450 [==============================] - 0s 725us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 70/100
450/450 [==============================] - 0s 771us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 71/100
450/450 [==============================] - 0s 794us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 72/100
450/450 [==============================] - 0s 741us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 73/100
450/450 [==============================] - 0s 768us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 74/100
450/450 [==============================] - 0s 748us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 75/100
450/450 [==============================] - 0s 743us/step - loss: 0.3950 - accuracy: 0.8388
Epoch 76/100
450/450 [==============================] - 0s 770us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 77/100
450/450 [==============================] - 0s 752us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 78/100
450/450 [==============================] - 0s 753us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 79/100
450/450 [==============================] - 0s 741us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 80/100
450/450 [==============================] - 0s 748us/step - loss: 0.3951 - accuracy: 0.8394
Epoch 81/100
450/450 [==============================] - 0s 754us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 82/100
450/450 [==============================] - 0s 745us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 83/100
450/450 [==============================] - 0s 762us/step - loss: 0.3945 - accuracy: 0.8393
Epoch 84/100
450/450 [==============================] - 0s 750us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 85/100
450/450 [==============================] - 0s 756us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 86/100
450/450 [==============================] - 0s 755us/step - loss: 0.3949 - accuracy: 0.8396
Epoch 87/100
450/450 [==============================] - 0s 763us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 88/100
450/450 [==============================] - 0s 779us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 89/100
450/450 [==============================] - 0s 765us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 90/100
450/450 [==============================] - 0s 752us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 91/100
450/450 [==============================] - 0s 770us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 92/100
450/450 [==============================] - 0s 752us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 93/100
450/450 [==============================] - 0s 762us/step - loss: 0.3946 - accuracy: 0.8386
Epoch 94/100
450/450 [==============================] - 0s 781us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 95/100
450/450 [==============================] - 0s 743us/step - loss: 0.3948 - accuracy: 0.8383
Epoch 96/100
450/450 [==============================] - 0s 759us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 97/100
450/450 [==============================] - 0s 788us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 98/100
450/450 [==============================] - 0s 735us/step - loss: 0.3946 - accuracy: 0.8397
Epoch 99/100
450/450 [==============================] - 0s 763us/step - loss: 0.3946 - accuracy: 0.8378
Epoch 100/100
450/450 [==============================] - 0s 777us/step - loss: 0.3945 - accuracy: 0.8407
Epoch 1/100
450/450 [==============================] - 0s 992us/step - loss: 0.5587 - accuracy: 0.7958
Epoch 2/100
450/450 [==============================] - 0s 817us/step - loss: 0.4424 - accuracy: 0.7962
Epoch 3/100
450/450 [==============================] - 0s 826us/step - loss: 0.4357 - accuracy: 0.7962
Epoch 4/100
450/450 [==============================] - 0s 852us/step - loss: 0.4322 - accuracy: 0.7962
Epoch 5/100
450/450 [==============================] - 0s 815us/step - loss: 0.4286 - accuracy: 0.7962
Epoch 6/100
450/450 [==============================] - 0s 828us/step - loss: 0.4257 - accuracy: 0.7962
Epoch 7/100
450/450 [==============================] - 0s 823us/step - loss: 0.4229 - accuracy: 0.8136
Epoch 8/100
450/450 [==============================] - 0s 943us/step - loss: 0.4206 - accuracy: 0.8225
Epoch 9/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4187 - accuracy: 0.8267
Epoch 10/100
450/450 [==============================] - 0s 870us/step - loss: 0.4170 - accuracy: 0.8296
Epoch 11/100
450/450 [==============================] - 0s 818us/step - loss: 0.4156 - accuracy: 0.83100s - loss: 0.4179 - accuracy
Epoch 12/100
450/450 [==============================] - 0s 810us/step - loss: 0.4143 - accuracy: 0.8315
Epoch 13/100
450/450 [==============================] - 0s 799us/step - loss: 0.4131 - accuracy: 0.8329
Epoch 14/100
450/450 [==============================] - 0s 807us/step - loss: 0.4124 - accuracy: 0.8335
Epoch 15/100
450/450 [==============================] - 0s 786us/step - loss: 0.4115 - accuracy: 0.8339
Epoch 16/100
450/450 [==============================] - 0s 825us/step - loss: 0.4106 - accuracy: 0.8347
Epoch 17/100
450/450 [==============================] - 0s 803us/step - loss: 0.4099 - accuracy: 0.8336
Epoch 18/100
450/450 [==============================] - 0s 802us/step - loss: 0.4091 - accuracy: 0.8350
Epoch 19/100
450/450 [==============================] - 0s 834us/step - loss: 0.4089 - accuracy: 0.8356
Epoch 20/100
450/450 [==============================] - 0s 808us/step - loss: 0.4079 - accuracy: 0.8372
Epoch 21/100
450/450 [==============================] - 0s 804us/step - loss: 0.4078 - accuracy: 0.8363
Epoch 22/100
450/450 [==============================] - 0s 827us/step - loss: 0.4068 - accuracy: 0.8371
Epoch 23/100
450/450 [==============================] - 0s 776us/step - loss: 0.4070 - accuracy: 0.8358
Epoch 24/100
450/450 [==============================] - 0s 787us/step - loss: 0.4062 - accuracy: 0.8365
Epoch 25/100
450/450 [==============================] - 0s 894us/step - loss: 0.4062 - accuracy: 0.8365
Epoch 26/100
450/450 [==============================] - 0s 779us/step - loss: 0.4059 - accuracy: 0.8357
Epoch 27/100
450/450 [==============================] - 0s 806us/step - loss: 0.4058 - accuracy: 0.8367
Epoch 28/100
450/450 [==============================] - 0s 781us/step - loss: 0.4054 - accuracy: 0.8369
Epoch 29/100
450/450 [==============================] - 0s 785us/step - loss: 0.4051 - accuracy: 0.8372
Epoch 30/100
450/450 [==============================] - 0s 803us/step - loss: 0.4048 - accuracy: 0.8358
Epoch 31/100
450/450 [==============================] - 0s 784us/step - loss: 0.4046 - accuracy: 0.8367
Epoch 32/100
450/450 [==============================] - 0s 1ms/step - loss: 0.4042 - accuracy: 0.8378
Epoch 33/100
450/450 [==============================] - 0s 816us/step - loss: 0.4043 - accuracy: 0.8360
Epoch 34/100
450/450 [==============================] - 0s 779us/step - loss: 0.4040 - accuracy: 0.8356
Epoch 35/100
450/450 [==============================] - 0s 812us/step - loss: 0.4036 - accuracy: 0.8351
Epoch 36/100
450/450 [==============================] - 0s 789us/step - loss: 0.4035 - accuracy: 0.8372
Epoch 37/100
450/450 [==============================] - 0s 794us/step - loss: 0.4035 - accuracy: 0.83610s - loss: 0.4036 - accuracy: 0.83
Epoch 38/100
450/450 [==============================] - 0s 809us/step - loss: 0.4036 - accuracy: 0.8361
Epoch 39/100
450/450 [==============================] - 0s 810us/step - loss: 0.4031 - accuracy: 0.8367
Epoch 40/100
450/450 [==============================] - 0s 787us/step - loss: 0.4029 - accuracy: 0.8363
Epoch 41/100
450/450 [==============================] - 0s 794us/step - loss: 0.4028 - accuracy: 0.8368
Epoch 42/100
450/450 [==============================] - 0s 781us/step - loss: 0.4025 - accuracy: 0.8361
Epoch 43/100
450/450 [==============================] - 0s 797us/step - loss: 0.4027 - accuracy: 0.8367
Epoch 44/100
450/450 [==============================] - 0s 805us/step - loss: 0.4023 - accuracy: 0.8364
Epoch 45/100
450/450 [==============================] - 0s 777us/step - loss: 0.4022 - accuracy: 0.8368
Epoch 46/100
450/450 [==============================] - 0s 816us/step - loss: 0.4020 - accuracy: 0.8354
Epoch 47/100
450/450 [==============================] - 0s 796us/step - loss: 0.4019 - accuracy: 0.8365
Epoch 48/100
450/450 [==============================] - 0s 789us/step - loss: 0.4018 - accuracy: 0.8372
Epoch 49/100
450/450 [==============================] - 0s 813us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 50/100
450/450 [==============================] - 0s 801us/step - loss: 0.4016 - accuracy: 0.8357
Epoch 51/100
450/450 [==============================] - 0s 786us/step - loss: 0.4017 - accuracy: 0.8367
Epoch 52/100
450/450 [==============================] - 0s 807us/step - loss: 0.4011 - accuracy: 0.8371
Epoch 53/100
450/450 [==============================] - 0s 790us/step - loss: 0.4014 - accuracy: 0.8374
Epoch 54/100
450/450 [==============================] - 0s 813us/step - loss: 0.4010 - accuracy: 0.8368
Epoch 55/100
450/450 [==============================] - 0s 785us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 56/100
450/450 [==============================] - 0s 777us/step - loss: 0.4007 - accuracy: 0.8375
Epoch 57/100
450/450 [==============================] - 0s 804us/step - loss: 0.4008 - accuracy: 0.8378
Epoch 58/100
450/450 [==============================] - 0s 798us/step - loss: 0.4005 - accuracy: 0.83650s - loss: 0.4052 - accuracy: 0.
Epoch 59/100
450/450 [==============================] - 0s 814us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 60/100
450/450 [==============================] - 0s 780us/step - loss: 0.4004 - accuracy: 0.8367
Epoch 61/100
450/450 [==============================] - 0s 784us/step - loss: 0.4007 - accuracy: 0.8374
Epoch 62/100
450/450 [==============================] - 0s 793us/step - loss: 0.4003 - accuracy: 0.8372
Epoch 63/100
450/450 [==============================] - 0s 844us/step - loss: 0.4007 - accuracy: 0.8363
Epoch 64/100
450/450 [==============================] - 0s 786us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 65/100
450/450 [==============================] - 0s 800us/step - loss: 0.4005 - accuracy: 0.8374
Epoch 66/100
450/450 [==============================] - 0s 793us/step - loss: 0.3999 - accuracy: 0.8382
Epoch 67/100
450/450 [==============================] - 0s 785us/step - loss: 0.4002 - accuracy: 0.8364
Epoch 68/100
450/450 [==============================] - 0s 790us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 69/100
450/450 [==============================] - 0s 808us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 70/100
450/450 [==============================] - 0s 772us/step - loss: 0.4006 - accuracy: 0.8372
Epoch 71/100
450/450 [==============================] - 0s 801us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 72/100
450/450 [==============================] - 0s 796us/step - loss: 0.4000 - accuracy: 0.8378
Epoch 73/100
450/450 [==============================] - 0s 798us/step - loss: 0.4001 - accuracy: 0.8378
Epoch 74/100
450/450 [==============================] - 0s 806us/step - loss: 0.4003 - accuracy: 0.8378
Epoch 75/100
450/450 [==============================] - 0s 785us/step - loss: 0.3999 - accuracy: 0.8367
Epoch 76/100
450/450 [==============================] - 0s 787us/step - loss: 0.4000 - accuracy: 0.8367
Epoch 77/100
450/450 [==============================] - 0s 817us/step - loss: 0.3998 - accuracy: 0.8365
Epoch 78/100
450/450 [==============================] - 0s 789us/step - loss: 0.3995 - accuracy: 0.8368
Epoch 79/100
450/450 [==============================] - 0s 796us/step - loss: 0.3999 - accuracy: 0.8381
Epoch 80/100
450/450 [==============================] - 0s 796us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 81/100
450/450 [==============================] - 0s 781us/step - loss: 0.3996 - accuracy: 0.8383
Epoch 82/100
450/450 [==============================] - 0s 812us/step - loss: 0.3996 - accuracy: 0.8363
Epoch 83/100
450/450 [==============================] - 0s 781us/step - loss: 0.3996 - accuracy: 0.8374
Epoch 84/100
450/450 [==============================] - 0s 778us/step - loss: 0.3997 - accuracy: 0.8369
Epoch 85/100
450/450 [==============================] - 0s 814us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 86/100
450/450 [==============================] - 0s 793us/step - loss: 0.3989 - accuracy: 0.8364
Epoch 87/100
450/450 [==============================] - 0s 789us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 88/100
450/450 [==============================] - 0s 801us/step - loss: 0.3992 - accuracy: 0.8365
Epoch 89/100
450/450 [==============================] - 0s 783us/step - loss: 0.3991 - accuracy: 0.8379
Epoch 90/100
450/450 [==============================] - 0s 791us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 91/100
450/450 [==============================] - 0s 811us/step - loss: 0.3989 - accuracy: 0.8393
Epoch 92/100
450/450 [==============================] - 0s 778us/step - loss: 0.3981 - accuracy: 0.8372
Epoch 93/100
450/450 [==============================] - 0s 824us/step - loss: 0.3987 - accuracy: 0.8381
Epoch 94/100
450/450 [==============================] - 0s 786us/step - loss: 0.3983 - accuracy: 0.8382
Epoch 95/100
450/450 [==============================] - 0s 778us/step - loss: 0.3983 - accuracy: 0.8383
Epoch 96/100
450/450 [==============================] - 0s 824us/step - loss: 0.3978 - accuracy: 0.8382
Epoch 97/100
450/450 [==============================] - 0s 794us/step - loss: 0.3978 - accuracy: 0.8375
Epoch 98/100
450/450 [==============================] - 0s 778us/step - loss: 0.3975 - accuracy: 0.8369
Epoch 99/100
450/450 [==============================] - 0s 798us/step - loss: 0.3974 - accuracy: 0.8360
Epoch 100/100
450/450 [==============================] - 0s 782us/step - loss: 0.3974 - accuracy: 0.8375
Epoch 1/100
450/450 [==============================] - 0s 836us/step - loss: 0.5347 - accuracy: 0.7986
Epoch 2/100
450/450 [==============================] - 0s 816us/step - loss: 0.4373 - accuracy: 0.7986
Epoch 3/100
450/450 [==============================] - 0s 853us/step - loss: 0.4310 - accuracy: 0.7986
Epoch 4/100
450/450 [==============================] - 0s 845us/step - loss: 0.4286 - accuracy: 0.7986
Epoch 5/100
450/450 [==============================] - 0s 816us/step - loss: 0.4259 - accuracy: 0.7986
Epoch 6/100
450/450 [==============================] - 0s 827us/step - loss: 0.4209 - accuracy: 0.8142
Epoch 7/100
450/450 [==============================] - 0s 829us/step - loss: 0.4165 - accuracy: 0.8282
Epoch 8/100
450/450 [==============================] - 0s 826us/step - loss: 0.4124 - accuracy: 0.8333
Epoch 9/100
450/450 [==============================] - 0s 845us/step - loss: 0.4096 - accuracy: 0.8351
Epoch 10/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4065 - accuracy: 0.8364
Epoch 11/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4046 - accuracy: 0.8371
Epoch 12/100
450/450 [==============================] - 0s 908us/step - loss: 0.4023 - accuracy: 0.8385
Epoch 13/100
450/450 [==============================] - 0s 930us/step - loss: 0.4012 - accuracy: 0.8381
Epoch 14/100
450/450 [==============================] - 0s 891us/step - loss: 0.3997 - accuracy: 0.8383
Epoch 15/100
450/450 [==============================] - 0s 952us/step - loss: 0.3984 - accuracy: 0.8383
Epoch 16/100
450/450 [==============================] - 0s 799us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 17/100
450/450 [==============================] - 0s 839us/step - loss: 0.3969 - accuracy: 0.8399
Epoch 18/100
450/450 [==============================] - 0s 802us/step - loss: 0.3962 - accuracy: 0.8400
Epoch 19/100
450/450 [==============================] - 0s 897us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 20/100
450/450 [==============================] - 0s 829us/step - loss: 0.3951 - accuracy: 0.8394
Epoch 21/100
450/450 [==============================] - 0s 803us/step - loss: 0.3945 - accuracy: 0.8408
Epoch 22/100
450/450 [==============================] - 0s 805us/step - loss: 0.3943 - accuracy: 0.8382
Epoch 23/100
450/450 [==============================] - 0s 824us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 24/100
450/450 [==============================] - 0s 820us/step - loss: 0.3937 - accuracy: 0.8399
Epoch 25/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8394
Epoch 26/100
450/450 [==============================] - 0s 957us/step - loss: 0.3931 - accuracy: 0.8403
Epoch 27/100
450/450 [==============================] - 0s 874us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 28/100
450/450 [==============================] - 0s 837us/step - loss: 0.3924 - accuracy: 0.8401
Epoch 29/100
450/450 [==============================] - 0s 807us/step - loss: 0.3917 - accuracy: 0.8403
Epoch 30/100
450/450 [==============================] - 0s 790us/step - loss: 0.3925 - accuracy: 0.8408
Epoch 31/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8397: 0s - loss: 0.3901 - accuracy:
Epoch 32/100
450/450 [==============================] - 0s 849us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 33/100
450/450 [==============================] - 0s 813us/step - loss: 0.3915 - accuracy: 0.8408
Epoch 34/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8406
Epoch 35/100
450/450 [==============================] - 0s 791us/step - loss: 0.3916 - accuracy: 0.8418
Epoch 36/100
450/450 [==============================] - 0s 822us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 37/100
450/450 [==============================] - 0s 817us/step - loss: 0.3913 - accuracy: 0.8407
Epoch 38/100
450/450 [==============================] - 0s 863us/step - loss: 0.3911 - accuracy: 0.8401
Epoch 39/100
450/450 [==============================] - 0s 879us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 40/100
450/450 [==============================] - 0s 834us/step - loss: 0.3909 - accuracy: 0.8419
Epoch 41/100
450/450 [==============================] - 0s 816us/step - loss: 0.3909 - accuracy: 0.8415
Epoch 42/100
450/450 [==============================] - 0s 795us/step - loss: 0.3909 - accuracy: 0.8406
Epoch 43/100
450/450 [==============================] - 0s 817us/step - loss: 0.3907 - accuracy: 0.8399
Epoch 44/100
450/450 [==============================] - 0s 801us/step - loss: 0.3907 - accuracy: 0.8408
Epoch 45/100
450/450 [==============================] - 0s 791us/step - loss: 0.3904 - accuracy: 0.8399
Epoch 46/100
450/450 [==============================] - 0s 811us/step - loss: 0.3906 - accuracy: 0.8417
Epoch 47/100
450/450 [==============================] - 0s 789us/step - loss: 0.3905 - accuracy: 0.8410
Epoch 48/100
450/450 [==============================] - 0s 789us/step - loss: 0.3906 - accuracy: 0.8411
Epoch 49/100
450/450 [==============================] - 0s 823us/step - loss: 0.3908 - accuracy: 0.8421
Epoch 50/100
450/450 [==============================] - 0s 794us/step - loss: 0.3905 - accuracy: 0.8419
Epoch 51/100
450/450 [==============================] - 0s 810us/step - loss: 0.3909 - accuracy: 0.8418
Epoch 52/100
450/450 [==============================] - 0s 816us/step - loss: 0.3901 - accuracy: 0.8406
Epoch 53/100
450/450 [==============================] - 0s 795us/step - loss: 0.3910 - accuracy: 0.8410
Epoch 54/100
450/450 [==============================] - 0s 795us/step - loss: 0.3901 - accuracy: 0.8401
Epoch 55/100
450/450 [==============================] - 0s 848us/step - loss: 0.3901 - accuracy: 0.8414
Epoch 56/100
450/450 [==============================] - 0s 798us/step - loss: 0.3903 - accuracy: 0.8414
Epoch 57/100
450/450 [==============================] - 0s 819us/step - loss: 0.3904 - accuracy: 0.8403
Epoch 58/100
450/450 [==============================] - 0s 792us/step - loss: 0.3902 - accuracy: 0.8407
Epoch 59/100
450/450 [==============================] - 0s 802us/step - loss: 0.3904 - accuracy: 0.8407
Epoch 60/100
450/450 [==============================] - 0s 815us/step - loss: 0.3902 - accuracy: 0.8411
Epoch 61/100
450/450 [==============================] - 0s 786us/step - loss: 0.3904 - accuracy: 0.8432
Epoch 62/100
450/450 [==============================] - 0s 790us/step - loss: 0.3903 - accuracy: 0.8410
Epoch 63/100
450/450 [==============================] - 0s 841us/step - loss: 0.3902 - accuracy: 0.8418
Epoch 64/100
450/450 [==============================] - 0s 821us/step - loss: 0.3899 - accuracy: 0.8415
Epoch 65/100
450/450 [==============================] - 0s 955us/step - loss: 0.3901 - accuracy: 0.8414
Epoch 66/100
450/450 [==============================] - 0s 795us/step - loss: 0.3902 - accuracy: 0.84170s - loss: 0.3898 - accuracy: 0.
Epoch 67/100
450/450 [==============================] - 0s 805us/step - loss: 0.3901 - accuracy: 0.8421
Epoch 68/100
450/450 [==============================] - 0s 817us/step - loss: 0.3895 - accuracy: 0.8404
Epoch 69/100
450/450 [==============================] - 0s 795us/step - loss: 0.3898 - accuracy: 0.8401
Epoch 70/100
450/450 [==============================] - 0s 794us/step - loss: 0.3901 - accuracy: 0.8400
Epoch 71/100
450/450 [==============================] - 0s 805us/step - loss: 0.3900 - accuracy: 0.8421
Epoch 72/100
450/450 [==============================] - 0s 801us/step - loss: 0.3893 - accuracy: 0.8418
Epoch 73/100
450/450 [==============================] - 0s 798us/step - loss: 0.3902 - accuracy: 0.8425
Epoch 74/100
450/450 [==============================] - 0s 809us/step - loss: 0.3895 - accuracy: 0.8435
Epoch 75/100
450/450 [==============================] - 0s 791us/step - loss: 0.3900 - accuracy: 0.8410
Epoch 76/100
450/450 [==============================] - 0s 809us/step - loss: 0.3897 - accuracy: 0.8421
Epoch 77/100
450/450 [==============================] - 0s 790us/step - loss: 0.3902 - accuracy: 0.8428
Epoch 78/100
450/450 [==============================] - 0s 798us/step - loss: 0.3895 - accuracy: 0.8414
Epoch 79/100
450/450 [==============================] - 0s 822us/step - loss: 0.3899 - accuracy: 0.8406
Epoch 80/100
450/450 [==============================] - 0s 790us/step - loss: 0.3897 - accuracy: 0.8426
Epoch 81/100
450/450 [==============================] - 0s 800us/step - loss: 0.3897 - accuracy: 0.8419
Epoch 82/100
450/450 [==============================] - 0s 832us/step - loss: 0.3901 - accuracy: 0.8413
Epoch 83/100
450/450 [==============================] - 0s 792us/step - loss: 0.3900 - accuracy: 0.8419
Epoch 84/100
450/450 [==============================] - 0s 794us/step - loss: 0.3895 - accuracy: 0.8425
Epoch 85/100
450/450 [==============================] - 0s 919us/step - loss: 0.3901 - accuracy: 0.8431
Epoch 86/100
450/450 [==============================] - 0s 789us/step - loss: 0.3896 - accuracy: 0.8421
Epoch 87/100
450/450 [==============================] - 0s 822us/step - loss: 0.3899 - accuracy: 0.8436
Epoch 88/100
450/450 [==============================] - 0s 790us/step - loss: 0.3893 - accuracy: 0.8439
Epoch 89/100
450/450 [==============================] - 0s 801us/step - loss: 0.3903 - accuracy: 0.8433
Epoch 90/100
450/450 [==============================] - 0s 800us/step - loss: 0.3892 - accuracy: 0.8421
Epoch 91/100
450/450 [==============================] - 0s 788us/step - loss: 0.3900 - accuracy: 0.8419
Epoch 92/100
450/450 [==============================] - 0s 794us/step - loss: 0.3900 - accuracy: 0.8440
Epoch 93/100
450/450 [==============================] - 0s 811us/step - loss: 0.3900 - accuracy: 0.8419
Epoch 94/100
450/450 [==============================] - 0s 789us/step - loss: 0.3895 - accuracy: 0.8429
Epoch 95/100
450/450 [==============================] - 0s 796us/step - loss: 0.3900 - accuracy: 0.8438
Epoch 96/100
450/450 [==============================] - 0s 816us/step - loss: 0.3901 - accuracy: 0.8428
Epoch 97/100
450/450 [==============================] - 0s 803us/step - loss: 0.3899 - accuracy: 0.8425
Epoch 98/100
450/450 [==============================] - 0s 801us/step - loss: 0.3897 - accuracy: 0.8444
Epoch 99/100
450/450 [==============================] - 0s 808us/step - loss: 0.3897 - accuracy: 0.8428
Epoch 100/100
450/450 [==============================] - 0s 797us/step - loss: 0.3896 - accuracy: 0.8417
Epoch 1/100
450/450 [==============================] - 0s 814us/step - loss: 0.5614 - accuracy: 0.7968
Epoch 2/100
450/450 [==============================] - 0s 843us/step - loss: 0.4383 - accuracy: 0.7978
Epoch 3/100
450/450 [==============================] - 0s 826us/step - loss: 0.4314 - accuracy: 0.7978
Epoch 4/100
450/450 [==============================] - 0s 824us/step - loss: 0.4285 - accuracy: 0.7978
Epoch 5/100
450/450 [==============================] - 0s 840us/step - loss: 0.4264 - accuracy: 0.7978
Epoch 6/100
450/450 [==============================] - 0s 824us/step - loss: 0.4230 - accuracy: 0.8039
Epoch 7/100
450/450 [==============================] - 0s 833us/step - loss: 0.4188 - accuracy: 0.8256
Epoch 8/100
450/450 [==============================] - 0s 863us/step - loss: 0.4149 - accuracy: 0.8301
Epoch 9/100
450/450 [==============================] - 0s 821us/step - loss: 0.4112 - accuracy: 0.8324
Epoch 10/100
450/450 [==============================] - 0s 847us/step - loss: 0.4086 - accuracy: 0.8356
Epoch 11/100
450/450 [==============================] - 0s 826us/step - loss: 0.4064 - accuracy: 0.8357
Epoch 12/100
450/450 [==============================] - 0s 824us/step - loss: 0.4045 - accuracy: 0.8358
Epoch 13/100
450/450 [==============================] - 0s 985us/step - loss: 0.4033 - accuracy: 0.8349
Epoch 14/100
450/450 [==============================] - 0s 777us/step - loss: 0.4022 - accuracy: 0.8374
Epoch 15/100
450/450 [==============================] - 0s 785us/step - loss: 0.4014 - accuracy: 0.8371
Epoch 16/100
450/450 [==============================] - 0s 823us/step - loss: 0.4004 - accuracy: 0.8378
Epoch 17/100
450/450 [==============================] - 0s 797us/step - loss: 0.3995 - accuracy: 0.8361
Epoch 18/100
450/450 [==============================] - 0s 794us/step - loss: 0.3991 - accuracy: 0.8369
Epoch 19/100
450/450 [==============================] - 0s 794us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 20/100
450/450 [==============================] - 0s 793us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 21/100
450/450 [==============================] - 0s 804us/step - loss: 0.3976 - accuracy: 0.8379
Epoch 22/100
450/450 [==============================] - 0s 806us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 23/100
450/450 [==============================] - 0s 796us/step - loss: 0.3965 - accuracy: 0.8379
Epoch 24/100
450/450 [==============================] - 0s 803us/step - loss: 0.3967 - accuracy: 0.8368
Epoch 25/100
450/450 [==============================] - 0s 790us/step - loss: 0.3961 - accuracy: 0.8367
Epoch 26/100
450/450 [==============================] - 0s 797us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 27/100
450/450 [==============================] - 0s 815us/step - loss: 0.3957 - accuracy: 0.8383
Epoch 28/100
450/450 [==============================] - 0s 790us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 29/100
450/450 [==============================] - 0s 814us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 30/100
450/450 [==============================] - 0s 792us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 31/100
450/450 [==============================] - 0s 793us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 32/100
450/450 [==============================] - 0s 808us/step - loss: 0.3947 - accuracy: 0.8385
Epoch 33/100
450/450 [==============================] - 0s 796us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 34/100
450/450 [==============================] - 0s 797us/step - loss: 0.3945 - accuracy: 0.8378
Epoch 35/100
450/450 [==============================] - 0s 828us/step - loss: 0.3941 - accuracy: 0.8408
Epoch 36/100
450/450 [==============================] - 0s 791us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 37/100
450/450 [==============================] - 0s 796us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 38/100
450/450 [==============================] - 0s 828us/step - loss: 0.3939 - accuracy: 0.8393
Epoch 39/100
450/450 [==============================] - 0s 782us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 40/100
450/450 [==============================] - 0s 812us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 41/100
450/450 [==============================] - 0s 799us/step - loss: 0.3940 - accuracy: 0.8401
Epoch 42/100
450/450 [==============================] - 0s 787us/step - loss: 0.3936 - accuracy: 0.8401
Epoch 43/100
450/450 [==============================] - 0s 817us/step - loss: 0.3936 - accuracy: 0.8397
Epoch 44/100
450/450 [==============================] - 0s 795us/step - loss: 0.3931 - accuracy: 0.8392
Epoch 45/100
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8400
Epoch 46/100
450/450 [==============================] - 0s 818us/step - loss: 0.3926 - accuracy: 0.8408
Epoch 47/100
450/450 [==============================] - 0s 790us/step - loss: 0.3929 - accuracy: 0.8379
Epoch 48/100
450/450 [==============================] - 0s 821us/step - loss: 0.3930 - accuracy: 0.8404
Epoch 49/100
450/450 [==============================] - 0s 790us/step - loss: 0.3924 - accuracy: 0.8403
Epoch 50/100
450/450 [==============================] - 0s 779us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 51/100
450/450 [==============================] - 0s 794us/step - loss: 0.3924 - accuracy: 0.8399
Epoch 52/100
450/450 [==============================] - 0s 822us/step - loss: 0.3921 - accuracy: 0.8399
Epoch 53/100
450/450 [==============================] - 0s 794us/step - loss: 0.3920 - accuracy: 0.8406
Epoch 54/100
450/450 [==============================] - 0s 810us/step - loss: 0.3921 - accuracy: 0.8399
Epoch 55/100
450/450 [==============================] - 0s 794us/step - loss: 0.3917 - accuracy: 0.8389
Epoch 56/100
450/450 [==============================] - 0s 792us/step - loss: 0.3918 - accuracy: 0.8407
Epoch 57/100
450/450 [==============================] - 0s 809us/step - loss: 0.3918 - accuracy: 0.8410
Epoch 58/100
450/450 [==============================] - 0s 799us/step - loss: 0.3907 - accuracy: 0.8403
Epoch 59/100
450/450 [==============================] - 0s 796us/step - loss: 0.3917 - accuracy: 0.8401
Epoch 60/100
450/450 [==============================] - 0s 821us/step - loss: 0.3916 - accuracy: 0.8394
Epoch 61/100
450/450 [==============================] - 0s 791us/step - loss: 0.3916 - accuracy: 0.8401
Epoch 62/100
450/450 [==============================] - 0s 855us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 63/100
450/450 [==============================] - 0s 814us/step - loss: 0.3904 - accuracy: 0.8388
Epoch 64/100
450/450 [==============================] - 0s 789us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 65/100
450/450 [==============================] - 0s 806us/step - loss: 0.3909 - accuracy: 0.8392
Epoch 66/100
450/450 [==============================] - 0s 790us/step - loss: 0.3909 - accuracy: 0.8401
Epoch 67/100
450/450 [==============================] - 0s 788us/step - loss: 0.3904 - accuracy: 0.8404
Epoch 68/100
450/450 [==============================] - 0s 808us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 69/100
450/450 [==============================] - 0s 793us/step - loss: 0.3909 - accuracy: 0.8396
Epoch 70/100
450/450 [==============================] - 0s 790us/step - loss: 0.3902 - accuracy: 0.8406
Epoch 71/100
450/450 [==============================] - 0s 844us/step - loss: 0.3909 - accuracy: 0.8418
Epoch 72/100
450/450 [==============================] - 0s 786us/step - loss: 0.3906 - accuracy: 0.8397
Epoch 73/100
450/450 [==============================] - 0s 819us/step - loss: 0.3905 - accuracy: 0.8399
Epoch 74/100
450/450 [==============================] - 0s 797us/step - loss: 0.3906 - accuracy: 0.8393
Epoch 75/100
450/450 [==============================] - 0s 788us/step - loss: 0.3905 - accuracy: 0.8397
Epoch 76/100
450/450 [==============================] - 0s 870us/step - loss: 0.3902 - accuracy: 0.8397
Epoch 77/100
450/450 [==============================] - 0s 810us/step - loss: 0.3906 - accuracy: 0.8400
Epoch 78/100
450/450 [==============================] - 0s 804us/step - loss: 0.3906 - accuracy: 0.8406
Epoch 79/100
450/450 [==============================] - 0s 805us/step - loss: 0.3901 - accuracy: 0.8385
Epoch 80/100
450/450 [==============================] - 0s 812us/step - loss: 0.3905 - accuracy: 0.8401
Epoch 81/100
450/450 [==============================] - 0s 801us/step - loss: 0.3900 - accuracy: 0.8406
Epoch 82/100
450/450 [==============================] - 0s 810us/step - loss: 0.3903 - accuracy: 0.8403
Epoch 83/100
450/450 [==============================] - 0s 779us/step - loss: 0.3901 - accuracy: 0.8407
Epoch 84/100
450/450 [==============================] - 0s 810us/step - loss: 0.3899 - accuracy: 0.8413
Epoch 85/100
450/450 [==============================] - 0s 799us/step - loss: 0.3902 - accuracy: 0.8414
Epoch 86/100
450/450 [==============================] - 0s 794us/step - loss: 0.3899 - accuracy: 0.8400
Epoch 87/100
450/450 [==============================] - 0s 843us/step - loss: 0.3903 - accuracy: 0.8403
Epoch 88/100
450/450 [==============================] - 0s 798us/step - loss: 0.3901 - accuracy: 0.8394
Epoch 89/100
450/450 [==============================] - 0s 797us/step - loss: 0.3899 - accuracy: 0.8389
Epoch 90/100
450/450 [==============================] - 0s 815us/step - loss: 0.3897 - accuracy: 0.8406
Epoch 91/100
450/450 [==============================] - 0s 798us/step - loss: 0.3900 - accuracy: 0.8386
Epoch 92/100
450/450 [==============================] - 0s 821us/step - loss: 0.3903 - accuracy: 0.8394
Epoch 93/100
450/450 [==============================] - 0s 815us/step - loss: 0.3896 - accuracy: 0.8408
Epoch 94/100
450/450 [==============================] - 0s 793us/step - loss: 0.3900 - accuracy: 0.8400
Epoch 95/100
450/450 [==============================] - 0s 816us/step - loss: 0.3894 - accuracy: 0.8400
Epoch 96/100
450/450 [==============================] - 0s 801us/step - loss: 0.3897 - accuracy: 0.8388
Epoch 97/100
450/450 [==============================] - 0s 793us/step - loss: 0.3901 - accuracy: 0.8413
Epoch 98/100
450/450 [==============================] - 0s 813us/step - loss: 0.3897 - accuracy: 0.8413
Epoch 99/100
450/450 [==============================] - 0s 793us/step - loss: 0.3896 - accuracy: 0.8393
Epoch 100/100
450/450 [==============================] - 0s 883us/step - loss: 0.3895 - accuracy: 0.8433
Epoch 1/100
450/450 [==============================] - 0s 821us/step - loss: 0.5421 - accuracy: 0.7932
Epoch 2/100
450/450 [==============================] - 0s 854us/step - loss: 0.4416 - accuracy: 0.7940
Epoch 3/100
450/450 [==============================] - 0s 837us/step - loss: 0.4356 - accuracy: 0.7940
Epoch 4/100
450/450 [==============================] - 0s 846us/step - loss: 0.4319 - accuracy: 0.7940
Epoch 5/100
450/450 [==============================] - 0s 820us/step - loss: 0.4289 - accuracy: 0.7940
Epoch 6/100
450/450 [==============================] - 0s 836us/step - loss: 0.4256 - accuracy: 0.8140
Epoch 7/100
450/450 [==============================] - 0s 843us/step - loss: 0.4238 - accuracy: 0.8203
Epoch 8/100
450/450 [==============================] - 0s 837us/step - loss: 0.4223 - accuracy: 0.8239
Epoch 9/100
450/450 [==============================] - 0s 825us/step - loss: 0.4211 - accuracy: 0.8256
Epoch 10/100
450/450 [==============================] - 0s 845us/step - loss: 0.4194 - accuracy: 0.8269
Epoch 11/100
450/450 [==============================] - 0s 831us/step - loss: 0.4190 - accuracy: 0.8313
Epoch 12/100
450/450 [==============================] - 0s 853us/step - loss: 0.4178 - accuracy: 0.8290
Epoch 13/100
450/450 [==============================] - 0s 836us/step - loss: 0.4171 - accuracy: 0.8340
Epoch 14/100
450/450 [==============================] - 0s 816us/step - loss: 0.4159 - accuracy: 0.8331
Epoch 15/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4154 - accuracy: 0.8326
Epoch 16/100
450/450 [==============================] - 0s 878us/step - loss: 0.4144 - accuracy: 0.8315
Epoch 17/100
450/450 [==============================] - 0s 791us/step - loss: 0.4143 - accuracy: 0.8328
Epoch 18/100
450/450 [==============================] - 0s 806us/step - loss: 0.4134 - accuracy: 0.8340
Epoch 19/100
450/450 [==============================] - 0s 780us/step - loss: 0.4130 - accuracy: 0.8321
Epoch 20/100
450/450 [==============================] - 0s 808us/step - loss: 0.4130 - accuracy: 0.8338
Epoch 21/100
450/450 [==============================] - 0s 782us/step - loss: 0.4121 - accuracy: 0.8318
Epoch 22/100
450/450 [==============================] - 0s 775us/step - loss: 0.4118 - accuracy: 0.8322
Epoch 23/100
450/450 [==============================] - 0s 819us/step - loss: 0.4116 - accuracy: 0.8342
Epoch 24/100
450/450 [==============================] - 0s 791us/step - loss: 0.4113 - accuracy: 0.8333
Epoch 25/100
450/450 [==============================] - 0s 784us/step - loss: 0.4110 - accuracy: 0.8335
Epoch 26/100
450/450 [==============================] - 0s 808us/step - loss: 0.4106 - accuracy: 0.8335
Epoch 27/100
450/450 [==============================] - 0s 791us/step - loss: 0.4106 - accuracy: 0.8324
Epoch 28/100
450/450 [==============================] - 0s 804us/step - loss: 0.4102 - accuracy: 0.8336
Epoch 29/100
450/450 [==============================] - 0s 807us/step - loss: 0.4094 - accuracy: 0.8328
Epoch 30/100
450/450 [==============================] - 0s 798us/step - loss: 0.4099 - accuracy: 0.8331
Epoch 31/100
450/450 [==============================] - 0s 808us/step - loss: 0.4094 - accuracy: 0.8321
Epoch 32/100
450/450 [==============================] - 0s 795us/step - loss: 0.4093 - accuracy: 0.8333
Epoch 33/100
450/450 [==============================] - 0s 785us/step - loss: 0.4091 - accuracy: 0.8344
Epoch 34/100
450/450 [==============================] - 0s 801us/step - loss: 0.4093 - accuracy: 0.8339
Epoch 35/100
450/450 [==============================] - 0s 788us/step - loss: 0.4090 - accuracy: 0.8344
Epoch 36/100
450/450 [==============================] - 0s 778us/step - loss: 0.4088 - accuracy: 0.8347
Epoch 37/100
450/450 [==============================] - 0s 815us/step - loss: 0.4089 - accuracy: 0.8349
Epoch 38/100
450/450 [==============================] - 0s 794us/step - loss: 0.4085 - accuracy: 0.8328
Epoch 39/100
450/450 [==============================] - 0s 788us/step - loss: 0.4085 - accuracy: 0.8333
Epoch 40/100
450/450 [==============================] - 0s 809us/step - loss: 0.4083 - accuracy: 0.8338
Epoch 41/100
450/450 [==============================] - 0s 787us/step - loss: 0.4083 - accuracy: 0.8339
Epoch 42/100
450/450 [==============================] - 0s 814us/step - loss: 0.4075 - accuracy: 0.8333
Epoch 43/100
450/450 [==============================] - 0s 855us/step - loss: 0.4077 - accuracy: 0.83290s - loss: 0.4116 - accuracy:
Epoch 44/100
450/450 [==============================] - 0s 797us/step - loss: 0.4079 - accuracy: 0.8342
Epoch 45/100
450/450 [==============================] - 0s 926us/step - loss: 0.4076 - accuracy: 0.8340
Epoch 46/100
450/450 [==============================] - 0s 810us/step - loss: 0.4078 - accuracy: 0.8328
Epoch 47/100
450/450 [==============================] - 0s 800us/step - loss: 0.4070 - accuracy: 0.8326
Epoch 48/100
450/450 [==============================] - 0s 863us/step - loss: 0.4068 - accuracy: 0.8342
Epoch 49/100
450/450 [==============================] - 0s 813us/step - loss: 0.4065 - accuracy: 0.8329
Epoch 50/100
450/450 [==============================] - 0s 821us/step - loss: 0.4072 - accuracy: 0.8333
Epoch 51/100
450/450 [==============================] - 0s 806us/step - loss: 0.4065 - accuracy: 0.8335
Epoch 52/100
450/450 [==============================] - 0s 804us/step - loss: 0.4065 - accuracy: 0.8333
Epoch 53/100
450/450 [==============================] - 0s 813us/step - loss: 0.4067 - accuracy: 0.8339
Epoch 54/100
450/450 [==============================] - 0s 807us/step - loss: 0.4066 - accuracy: 0.8343
Epoch 55/100
450/450 [==============================] - 0s 811us/step - loss: 0.4062 - accuracy: 0.8342
Epoch 56/100
450/450 [==============================] - 0s 816us/step - loss: 0.4062 - accuracy: 0.8344
Epoch 57/100
450/450 [==============================] - 0s 838us/step - loss: 0.4061 - accuracy: 0.8351
Epoch 58/100
450/450 [==============================] - 0s 817us/step - loss: 0.4060 - accuracy: 0.8346
Epoch 59/100
450/450 [==============================] - 0s 810us/step - loss: 0.4056 - accuracy: 0.8350
Epoch 60/100
450/450 [==============================] - 0s 869us/step - loss: 0.4053 - accuracy: 0.8340
Epoch 61/100
450/450 [==============================] - 0s 812us/step - loss: 0.4054 - accuracy: 0.8346
Epoch 62/100
450/450 [==============================] - 0s 793us/step - loss: 0.4053 - accuracy: 0.8347
Epoch 63/100
450/450 [==============================] - 0s 774us/step - loss: 0.4046 - accuracy: 0.8331
Epoch 64/100
450/450 [==============================] - 0s 819us/step - loss: 0.4047 - accuracy: 0.8351
Epoch 65/100
450/450 [==============================] - 0s 793us/step - loss: 0.4047 - accuracy: 0.8353
Epoch 66/100
450/450 [==============================] - 0s 784us/step - loss: 0.4041 - accuracy: 0.8356
Epoch 67/100
450/450 [==============================] - 0s 805us/step - loss: 0.4036 - accuracy: 0.8354
Epoch 68/100
450/450 [==============================] - 0s 801us/step - loss: 0.4032 - accuracy: 0.8326
Epoch 69/100
450/450 [==============================] - 0s 810us/step - loss: 0.4034 - accuracy: 0.8360
Epoch 70/100
450/450 [==============================] - 0s 813us/step - loss: 0.4032 - accuracy: 0.8358
Epoch 71/100
450/450 [==============================] - 0s 786us/step - loss: 0.4028 - accuracy: 0.8358
Epoch 72/100
450/450 [==============================] - 0s 814us/step - loss: 0.4023 - accuracy: 0.8356
Epoch 73/100
450/450 [==============================] - 0s 786us/step - loss: 0.4023 - accuracy: 0.8360
Epoch 74/100
450/450 [==============================] - 0s 790us/step - loss: 0.4020 - accuracy: 0.8363
Epoch 75/100
450/450 [==============================] - 0s 812us/step - loss: 0.4023 - accuracy: 0.8353
Epoch 76/100
450/450 [==============================] - 0s 794us/step - loss: 0.4022 - accuracy: 0.8344
Epoch 77/100
450/450 [==============================] - 0s 784us/step - loss: 0.4020 - accuracy: 0.8346
Epoch 78/100
450/450 [==============================] - 0s 817us/step - loss: 0.4018 - accuracy: 0.8354
Epoch 79/100
450/450 [==============================] - 0s 812us/step - loss: 0.4016 - accuracy: 0.8369
Epoch 80/100
450/450 [==============================] - 0s 813us/step - loss: 0.4019 - accuracy: 0.8365
Epoch 81/100
450/450 [==============================] - 0s 797us/step - loss: 0.4014 - accuracy: 0.8363
Epoch 82/100
450/450 [==============================] - 0s 796us/step - loss: 0.4015 - accuracy: 0.8351
Epoch 83/100
450/450 [==============================] - 0s 797us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 84/100
450/450 [==============================] - 0s 823us/step - loss: 0.4014 - accuracy: 0.8360
Epoch 85/100
450/450 [==============================] - 0s 793us/step - loss: 0.4009 - accuracy: 0.8363
Epoch 86/100
450/450 [==============================] - 0s 820us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 87/100
450/450 [==============================] - 0s 789us/step - loss: 0.4012 - accuracy: 0.8365
Epoch 88/100
450/450 [==============================] - 0s 794us/step - loss: 0.4011 - accuracy: 0.8361
Epoch 89/100
450/450 [==============================] - 0s 814us/step - loss: 0.4010 - accuracy: 0.8357
Epoch 90/100
450/450 [==============================] - 0s 790us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 91/100
450/450 [==============================] - 0s 826us/step - loss: 0.4011 - accuracy: 0.8376
Epoch 92/100
450/450 [==============================] - 0s 790us/step - loss: 0.4012 - accuracy: 0.8378
Epoch 93/100
450/450 [==============================] - 0s 786us/step - loss: 0.4012 - accuracy: 0.8364
Epoch 94/100
450/450 [==============================] - 0s 821us/step - loss: 0.4009 - accuracy: 0.8357
Epoch 95/100
450/450 [==============================] - 0s 798us/step - loss: 0.4012 - accuracy: 0.8371
Epoch 96/100
450/450 [==============================] - 0s 791us/step - loss: 0.4012 - accuracy: 0.8376
Epoch 97/100
450/450 [==============================] - 0s 808us/step - loss: 0.4004 - accuracy: 0.8379
Epoch 98/100
450/450 [==============================] - 0s 806us/step - loss: 0.4010 - accuracy: 0.8369
Epoch 99/100
450/450 [==============================] - 0s 789us/step - loss: 0.4010 - accuracy: 0.8361
Epoch 100/100
450/450 [==============================] - 0s 814us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 1/100
450/450 [==============================] - 0s 852us/step - loss: 0.5429 - accuracy: 0.7960
Epoch 2/100
450/450 [==============================] - 0s 818us/step - loss: 0.4382 - accuracy: 0.7960
Epoch 3/100
450/450 [==============================] - 0s 820us/step - loss: 0.4308 - accuracy: 0.7960
Epoch 4/100
450/450 [==============================] - 0s 861us/step - loss: 0.4260 - accuracy: 0.7960
Epoch 5/100
450/450 [==============================] - 0s 850us/step - loss: 0.4215 - accuracy: 0.8118
Epoch 6/100
450/450 [==============================] - 0s 831us/step - loss: 0.4175 - accuracy: 0.8285
Epoch 7/100
450/450 [==============================] - 0s 844us/step - loss: 0.4145 - accuracy: 0.8325
Epoch 8/100
450/450 [==============================] - 0s 828us/step - loss: 0.4116 - accuracy: 0.8346
Epoch 9/100
450/450 [==============================] - 0s 945us/step - loss: 0.4089 - accuracy: 0.8351
Epoch 10/100
450/450 [==============================] - 0s 984us/step - loss: 0.4073 - accuracy: 0.8351
Epoch 11/100
450/450 [==============================] - 0s 840us/step - loss: 0.4055 - accuracy: 0.8361
Epoch 12/100
450/450 [==============================] - 0s 939us/step - loss: 0.4037 - accuracy: 0.8351
Epoch 13/100
450/450 [==============================] - 0s 887us/step - loss: 0.4021 - accuracy: 0.8356
Epoch 14/100
450/450 [==============================] - 0s 877us/step - loss: 0.4019 - accuracy: 0.8350
Epoch 15/100
450/450 [==============================] - 0s 885us/step - loss: 0.4010 - accuracy: 0.8360
Epoch 16/100
450/450 [==============================] - 0s 867us/step - loss: 0.3998 - accuracy: 0.8353
Epoch 17/100
450/450 [==============================] - 0s 850us/step - loss: 0.3991 - accuracy: 0.8360
Epoch 18/100
450/450 [==============================] - 0s 864us/step - loss: 0.3987 - accuracy: 0.8364
Epoch 19/100
450/450 [==============================] - 0s 908us/step - loss: 0.3976 - accuracy: 0.8361
Epoch 20/100
450/450 [==============================] - 0s 864us/step - loss: 0.3971 - accuracy: 0.8367
Epoch 21/100
450/450 [==============================] - 0s 890us/step - loss: 0.3967 - accuracy: 0.8369
Epoch 22/100
450/450 [==============================] - 0s 888us/step - loss: 0.3961 - accuracy: 0.8369
Epoch 23/100
450/450 [==============================] - 0s 867us/step - loss: 0.3957 - accuracy: 0.8374
Epoch 24/100
450/450 [==============================] - 0s 908us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 25/100
450/450 [==============================] - 0s 874us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 26/100
450/450 [==============================] - 0s 893us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 27/100
450/450 [==============================] - 0s 872us/step - loss: 0.3939 - accuracy: 0.8403
Epoch 28/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3936 - accuracy: 0.8390
Epoch 29/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3928 - accuracy: 0.8396
Epoch 30/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3928 - accuracy: 0.8372
Epoch 31/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3926 - accuracy: 0.8389
Epoch 32/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8406
Epoch 33/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8390
Epoch 34/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8383
Epoch 35/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8397
Epoch 36/100
450/450 [==============================] - 0s 994us/step - loss: 0.3909 - accuracy: 0.8426
Epoch 37/100
450/450 [==============================] - 0s 867us/step - loss: 0.3905 - accuracy: 0.8415
Epoch 38/100
450/450 [==============================] - 0s 868us/step - loss: 0.3903 - accuracy: 0.8408
Epoch 39/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8421
Epoch 40/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3895 - accuracy: 0.8426
Epoch 41/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3890 - accuracy: 0.8425
Epoch 42/100
450/450 [==============================] - 0s 949us/step - loss: 0.3886 - accuracy: 0.8407
Epoch 43/100
450/450 [==============================] - 0s 864us/step - loss: 0.3886 - accuracy: 0.8433
Epoch 44/100
450/450 [==============================] - 0s 850us/step - loss: 0.3881 - accuracy: 0.8403
Epoch 45/100
450/450 [==============================] - 0s 793us/step - loss: 0.3875 - accuracy: 0.8411
Epoch 46/100
450/450 [==============================] - 0s 793us/step - loss: 0.3871 - accuracy: 0.8425
Epoch 47/100
450/450 [==============================] - 0s 805us/step - loss: 0.3871 - accuracy: 0.8435
Epoch 48/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8436
Epoch 49/100
450/450 [==============================] - 0s 801us/step - loss: 0.3867 - accuracy: 0.8444
Epoch 50/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8429
Epoch 51/100
450/450 [==============================] - 0s 799us/step - loss: 0.3860 - accuracy: 0.8433
Epoch 52/100
450/450 [==============================] - 0s 828us/step - loss: 0.3864 - accuracy: 0.8422
Epoch 53/100
450/450 [==============================] - 0s 826us/step - loss: 0.3859 - accuracy: 0.8425
Epoch 54/100
450/450 [==============================] - 0s 887us/step - loss: 0.3856 - accuracy: 0.8425
Epoch 55/100
450/450 [==============================] - 0s 919us/step - loss: 0.3857 - accuracy: 0.8436
Epoch 56/100
450/450 [==============================] - 0s 828us/step - loss: 0.3857 - accuracy: 0.8431
Epoch 57/100
450/450 [==============================] - 0s 825us/step - loss: 0.3857 - accuracy: 0.8443
Epoch 58/100
450/450 [==============================] - 0s 818us/step - loss: 0.3849 - accuracy: 0.8421
Epoch 59/100
450/450 [==============================] - 0s 912us/step - loss: 0.3855 - accuracy: 0.84420s - loss: 0.3853 - accuracy: 0.84
Epoch 60/100
450/450 [==============================] - 0s 871us/step - loss: 0.3848 - accuracy: 0.8421
Epoch 61/100
450/450 [==============================] - 0s 864us/step - loss: 0.3846 - accuracy: 0.8435
Epoch 62/100
450/450 [==============================] - 0s 921us/step - loss: 0.3851 - accuracy: 0.8432
Epoch 63/100
450/450 [==============================] - 0s 811us/step - loss: 0.3848 - accuracy: 0.8439
Epoch 64/100
450/450 [==============================] - 0s 826us/step - loss: 0.3852 - accuracy: 0.8428
Epoch 65/100
450/450 [==============================] - 0s 796us/step - loss: 0.3849 - accuracy: 0.8426
Epoch 66/100
450/450 [==============================] - 0s 827us/step - loss: 0.3846 - accuracy: 0.8414
Epoch 67/100
450/450 [==============================] - 0s 830us/step - loss: 0.3848 - accuracy: 0.8435
Epoch 68/100
450/450 [==============================] - 0s 789us/step - loss: 0.3839 - accuracy: 0.8424
Epoch 69/100
450/450 [==============================] - 0s 799us/step - loss: 0.3845 - accuracy: 0.8447
Epoch 70/100
450/450 [==============================] - 0s 831us/step - loss: 0.3844 - accuracy: 0.8419
Epoch 71/100
450/450 [==============================] - 0s 797us/step - loss: 0.3841 - accuracy: 0.8451
Epoch 72/100
450/450 [==============================] - 0s 832us/step - loss: 0.3845 - accuracy: 0.8435
Epoch 73/100
450/450 [==============================] - 0s 780us/step - loss: 0.3846 - accuracy: 0.8424
Epoch 74/100
450/450 [==============================] - 0s 795us/step - loss: 0.3845 - accuracy: 0.8435
Epoch 75/100
450/450 [==============================] - 0s 817us/step - loss: 0.3844 - accuracy: 0.8433
Epoch 76/100
450/450 [==============================] - 0s 815us/step - loss: 0.3842 - accuracy: 0.8432
Epoch 77/100
450/450 [==============================] - 0s 789us/step - loss: 0.3845 - accuracy: 0.8419
Epoch 78/100
450/450 [==============================] - 0s 803us/step - loss: 0.3846 - accuracy: 0.8447
Epoch 79/100
450/450 [==============================] - 0s 804us/step - loss: 0.3835 - accuracy: 0.8451
Epoch 80/100
450/450 [==============================] - 0s 809us/step - loss: 0.3841 - accuracy: 0.8429
Epoch 81/100
450/450 [==============================] - 0s 825us/step - loss: 0.3845 - accuracy: 0.8439
Epoch 82/100
450/450 [==============================] - 0s 822us/step - loss: 0.3841 - accuracy: 0.8432
Epoch 83/100
450/450 [==============================] - 0s 850us/step - loss: 0.3843 - accuracy: 0.8418
Epoch 84/100
450/450 [==============================] - 0s 805us/step - loss: 0.3838 - accuracy: 0.8436
Epoch 85/100
450/450 [==============================] - 0s 801us/step - loss: 0.3840 - accuracy: 0.8433
Epoch 86/100
450/450 [==============================] - 0s 823us/step - loss: 0.3840 - accuracy: 0.8439
Epoch 87/100
450/450 [==============================] - 0s 811us/step - loss: 0.3840 - accuracy: 0.8451
Epoch 88/100
450/450 [==============================] - 0s 808us/step - loss: 0.3844 - accuracy: 0.8421
Epoch 89/100
450/450 [==============================] - 0s 831us/step - loss: 0.3841 - accuracy: 0.8426
Epoch 90/100
450/450 [==============================] - 0s 810us/step - loss: 0.3841 - accuracy: 0.8435
Epoch 91/100
450/450 [==============================] - 0s 800us/step - loss: 0.3841 - accuracy: 0.8435
Epoch 92/100
450/450 [==============================] - 0s 829us/step - loss: 0.3836 - accuracy: 0.8443
Epoch 93/100
450/450 [==============================] - 0s 804us/step - loss: 0.3832 - accuracy: 0.8440
Epoch 94/100
450/450 [==============================] - 0s 827us/step - loss: 0.3841 - accuracy: 0.8438
Epoch 95/100
450/450 [==============================] - 0s 817us/step - loss: 0.3836 - accuracy: 0.8439
Epoch 96/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3838 - accuracy: 0.8439
Epoch 97/100
450/450 [==============================] - 0s 805us/step - loss: 0.3831 - accuracy: 0.8438
Epoch 98/100
450/450 [==============================] - 0s 791us/step - loss: 0.3839 - accuracy: 0.8435
Epoch 99/100
450/450 [==============================] - 0s 873us/step - loss: 0.3837 - accuracy: 0.8449
Epoch 100/100
450/450 [==============================] - 0s 803us/step - loss: 0.3837 - accuracy: 0.8433
Epoch 1/100
450/450 [==============================] - 0s 839us/step - loss: 0.5522 - accuracy: 0.7949
Epoch 2/100
450/450 [==============================] - 0s 839us/step - loss: 0.4398 - accuracy: 0.7953
Epoch 3/100
450/450 [==============================] - 0s 865us/step - loss: 0.4266 - accuracy: 0.7953
Epoch 4/100
450/450 [==============================] - 0s 825us/step - loss: 0.4170 - accuracy: 0.7953
Epoch 5/100
450/450 [==============================] - 0s 829us/step - loss: 0.4066 - accuracy: 0.8011
Epoch 6/100
450/450 [==============================] - 0s 844us/step - loss: 0.3955 - accuracy: 0.8340
Epoch 7/100
450/450 [==============================] - 0s 828us/step - loss: 0.3858 - accuracy: 0.8442
Epoch 8/100
450/450 [==============================] - 0s 865us/step - loss: 0.3780 - accuracy: 0.8483
Epoch 9/100
450/450 [==============================] - 0s 831us/step - loss: 0.3721 - accuracy: 0.8535
Epoch 10/100
450/450 [==============================] - 0s 820us/step - loss: 0.3676 - accuracy: 0.8546
Epoch 11/100
450/450 [==============================] - 0s 852us/step - loss: 0.3645 - accuracy: 0.8576
Epoch 12/100
450/450 [==============================] - 0s 828us/step - loss: 0.3618 - accuracy: 0.8578
Epoch 13/100
450/450 [==============================] - 0s 848us/step - loss: 0.3607 - accuracy: 0.8568
Epoch 14/100
450/450 [==============================] - 0s 816us/step - loss: 0.3586 - accuracy: 0.8586
Epoch 15/100
450/450 [==============================] - 0s 801us/step - loss: 0.3577 - accuracy: 0.8562
Epoch 16/100
450/450 [==============================] - 0s 813us/step - loss: 0.3567 - accuracy: 0.8576
Epoch 17/100
450/450 [==============================] - 0s 796us/step - loss: 0.3559 - accuracy: 0.8578
Epoch 18/100
450/450 [==============================] - 0s 796us/step - loss: 0.3548 - accuracy: 0.8581
Epoch 19/100
450/450 [==============================] - 0s 825us/step - loss: 0.3540 - accuracy: 0.8581
Epoch 20/100
450/450 [==============================] - 0s 795us/step - loss: 0.3527 - accuracy: 0.8594
Epoch 21/100
450/450 [==============================] - 0s 799us/step - loss: 0.3516 - accuracy: 0.8575
Epoch 22/100
450/450 [==============================] - 0s 824us/step - loss: 0.3512 - accuracy: 0.8582
Epoch 23/100
450/450 [==============================] - 0s 805us/step - loss: 0.3506 - accuracy: 0.8593
Epoch 24/100
450/450 [==============================] - 0s 806us/step - loss: 0.3499 - accuracy: 0.8589
Epoch 25/100
450/450 [==============================] - 0s 817us/step - loss: 0.3487 - accuracy: 0.8599
Epoch 26/100
450/450 [==============================] - 0s 808us/step - loss: 0.3483 - accuracy: 0.85920s - loss: 0.3477 - accuracy: 0.
Epoch 27/100
450/450 [==============================] - 0s 788us/step - loss: 0.3473 - accuracy: 0.8574
Epoch 28/100
450/450 [==============================] - 0s 817us/step - loss: 0.3465 - accuracy: 0.8572
Epoch 29/100
450/450 [==============================] - 0s 791us/step - loss: 0.3457 - accuracy: 0.8596
Epoch 30/100
450/450 [==============================] - 0s 813us/step - loss: 0.3449 - accuracy: 0.8586
Epoch 31/100
450/450 [==============================] - 0s 796us/step - loss: 0.3438 - accuracy: 0.8606
Epoch 32/100
450/450 [==============================] - 0s 841us/step - loss: 0.3435 - accuracy: 0.8594
Epoch 33/100
450/450 [==============================] - 0s 789us/step - loss: 0.3426 - accuracy: 0.8596
Epoch 34/100
450/450 [==============================] - 0s 799us/step - loss: 0.3426 - accuracy: 0.8606
Epoch 35/100
450/450 [==============================] - 0s 803us/step - loss: 0.3422 - accuracy: 0.8586
Epoch 36/100
450/450 [==============================] - 0s 817us/step - loss: 0.3415 - accuracy: 0.8601
Epoch 37/100
450/450 [==============================] - 0s 797us/step - loss: 0.3408 - accuracy: 0.8606
Epoch 38/100
450/450 [==============================] - 0s 816us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 39/100
450/450 [==============================] - 0s 785us/step - loss: 0.3395 - accuracy: 0.8601
Epoch 40/100
450/450 [==============================] - 0s 785us/step - loss: 0.3397 - accuracy: 0.8612
Epoch 41/100
450/450 [==============================] - 0s 799us/step - loss: 0.3398 - accuracy: 0.8617
Epoch 42/100
450/450 [==============================] - 0s 782us/step - loss: 0.3392 - accuracy: 0.8618
Epoch 43/100
450/450 [==============================] - 0s 783us/step - loss: 0.3390 - accuracy: 0.8615
Epoch 44/100
450/450 [==============================] - 0s 816us/step - loss: 0.3391 - accuracy: 0.8610
Epoch 45/100
450/450 [==============================] - 0s 797us/step - loss: 0.3388 - accuracy: 0.8622
Epoch 46/100
450/450 [==============================] - 0s 804us/step - loss: 0.3387 - accuracy: 0.8628
Epoch 47/100
450/450 [==============================] - 0s 817us/step - loss: 0.3382 - accuracy: 0.8632
Epoch 48/100
450/450 [==============================] - 0s 790us/step - loss: 0.3387 - accuracy: 0.8619
Epoch 49/100
450/450 [==============================] - 0s 823us/step - loss: 0.3383 - accuracy: 0.8618
Epoch 50/100
450/450 [==============================] - 0s 805us/step - loss: 0.3387 - accuracy: 0.8617
Epoch 51/100
450/450 [==============================] - 0s 792us/step - loss: 0.3378 - accuracy: 0.8622
Epoch 52/100
450/450 [==============================] - 0s 806us/step - loss: 0.3383 - accuracy: 0.8626
Epoch 53/100
450/450 [==============================] - 0s 791us/step - loss: 0.3383 - accuracy: 0.8625
Epoch 54/100
450/450 [==============================] - 0s 788us/step - loss: 0.3381 - accuracy: 0.8646
Epoch 55/100
450/450 [==============================] - 0s 819us/step - loss: 0.3378 - accuracy: 0.8626
Epoch 56/100
450/450 [==============================] - 0s 791us/step - loss: 0.3377 - accuracy: 0.8624
Epoch 57/100
450/450 [==============================] - 0s 795us/step - loss: 0.3373 - accuracy: 0.8632
Epoch 58/100
450/450 [==============================] - 0s 819us/step - loss: 0.3375 - accuracy: 0.8636
Epoch 59/100
450/450 [==============================] - 0s 795us/step - loss: 0.3372 - accuracy: 0.8642
Epoch 60/100
450/450 [==============================] - 0s 815us/step - loss: 0.3374 - accuracy: 0.8624
Epoch 61/100
450/450 [==============================] - 0s 784us/step - loss: 0.3371 - accuracy: 0.8621
Epoch 62/100
450/450 [==============================] - 0s 797us/step - loss: 0.3375 - accuracy: 0.8617
Epoch 63/100
450/450 [==============================] - 0s 821us/step - loss: 0.3376 - accuracy: 0.8615
Epoch 64/100
450/450 [==============================] - 0s 790us/step - loss: 0.3373 - accuracy: 0.8618
Epoch 65/100
450/450 [==============================] - 0s 793us/step - loss: 0.3371 - accuracy: 0.8629
Epoch 66/100
450/450 [==============================] - 0s 816us/step - loss: 0.3369 - accuracy: 0.8619
Epoch 67/100
450/450 [==============================] - 0s 795us/step - loss: 0.3373 - accuracy: 0.8637
Epoch 68/100
450/450 [==============================] - 0s 799us/step - loss: 0.3373 - accuracy: 0.8606
Epoch 69/100
450/450 [==============================] - 0s 802us/step - loss: 0.3364 - accuracy: 0.8625
Epoch 70/100
450/450 [==============================] - 0s 799us/step - loss: 0.3374 - accuracy: 0.8622
Epoch 71/100
450/450 [==============================] - 0s 795us/step - loss: 0.3369 - accuracy: 0.8615
Epoch 72/100
450/450 [==============================] - 0s 818us/step - loss: 0.3371 - accuracy: 0.8624
Epoch 73/100
450/450 [==============================] - 0s 805us/step - loss: 0.3365 - accuracy: 0.8639
Epoch 74/100
450/450 [==============================] - 0s 820us/step - loss: 0.3367 - accuracy: 0.8615
Epoch 75/100
450/450 [==============================] - 0s 800us/step - loss: 0.3365 - accuracy: 0.8628
Epoch 76/100
450/450 [==============================] - 0s 801us/step - loss: 0.3363 - accuracy: 0.8632
Epoch 77/100
450/450 [==============================] - 0s 826us/step - loss: 0.3368 - accuracy: 0.8635
Epoch 78/100
450/450 [==============================] - 0s 813us/step - loss: 0.3359 - accuracy: 0.8618
Epoch 79/100
450/450 [==============================] - 0s 789us/step - loss: 0.3363 - accuracy: 0.8600
Epoch 80/100
450/450 [==============================] - 0s 816us/step - loss: 0.3361 - accuracy: 0.8618
Epoch 81/100
450/450 [==============================] - 0s 795us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 82/100
450/450 [==============================] - 0s 822us/step - loss: 0.3360 - accuracy: 0.8624
Epoch 83/100
450/450 [==============================] - 0s 785us/step - loss: 0.3358 - accuracy: 0.8619
Epoch 84/100
450/450 [==============================] - 0s 800us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 85/100
450/450 [==============================] - 0s 808us/step - loss: 0.3354 - accuracy: 0.8651
Epoch 86/100
450/450 [==============================] - 0s 795us/step - loss: 0.3351 - accuracy: 0.8621
Epoch 87/100
450/450 [==============================] - 0s 799us/step - loss: 0.3361 - accuracy: 0.8653
Epoch 88/100
450/450 [==============================] - 0s 842us/step - loss: 0.3355 - accuracy: 0.8619
Epoch 89/100
450/450 [==============================] - 0s 800us/step - loss: 0.3359 - accuracy: 0.8607
Epoch 90/100
450/450 [==============================] - 0s 832us/step - loss: 0.3353 - accuracy: 0.8633
Epoch 91/100
450/450 [==============================] - 0s 813us/step - loss: 0.3358 - accuracy: 0.8615
Epoch 92/100
450/450 [==============================] - 0s 794us/step - loss: 0.3353 - accuracy: 0.8625
Epoch 93/100
450/450 [==============================] - 0s 840us/step - loss: 0.3355 - accuracy: 0.8633
Epoch 94/100
450/450 [==============================] - 0s 821us/step - loss: 0.3354 - accuracy: 0.8629
Epoch 95/100
450/450 [==============================] - 0s 799us/step - loss: 0.3359 - accuracy: 0.8624
Epoch 96/100
450/450 [==============================] - 0s 833us/step - loss: 0.3350 - accuracy: 0.8612
Epoch 97/100
450/450 [==============================] - 0s 813us/step - loss: 0.3356 - accuracy: 0.8603
Epoch 98/100
450/450 [==============================] - 0s 996us/step - loss: 0.3349 - accuracy: 0.8626
Epoch 99/100
450/450 [==============================] - 0s 785us/step - loss: 0.3354 - accuracy: 0.8601
Epoch 100/100
450/450 [==============================] - 0s 793us/step - loss: 0.3348 - accuracy: 0.8624
Epoch 1/100
450/450 [==============================] - 0s 840us/step - loss: 0.5563 - accuracy: 0.7972
Epoch 2/100
450/450 [==============================] - 0s 848us/step - loss: 0.4380 - accuracy: 0.7974
Epoch 3/100
450/450 [==============================] - 0s 869us/step - loss: 0.4319 - accuracy: 0.7974
Epoch 4/100
450/450 [==============================] - 0s 835us/step - loss: 0.4298 - accuracy: 0.7974
Epoch 5/100
450/450 [==============================] - 0s 850us/step - loss: 0.4288 - accuracy: 0.7974
Epoch 6/100
450/450 [==============================] - 0s 835us/step - loss: 0.4277 - accuracy: 0.7974
Epoch 7/100
450/450 [==============================] - 0s 834us/step - loss: 0.4269 - accuracy: 0.7974
Epoch 8/100
450/450 [==============================] - 0s 837us/step - loss: 0.4251 - accuracy: 0.7974
Epoch 9/100
450/450 [==============================] - 0s 846us/step - loss: 0.4230 - accuracy: 0.8058
Epoch 10/100
450/450 [==============================] - 0s 850us/step - loss: 0.4204 - accuracy: 0.8199
Epoch 11/100
450/450 [==============================] - 0s 919us/step - loss: 0.4183 - accuracy: 0.8233
Epoch 12/100
450/450 [==============================] - 0s 832us/step - loss: 0.4167 - accuracy: 0.8268
Epoch 13/100
450/450 [==============================] - 0s 817us/step - loss: 0.4149 - accuracy: 0.8300
Epoch 14/100
450/450 [==============================] - 0s 821us/step - loss: 0.4136 - accuracy: 0.8328
Epoch 15/100
450/450 [==============================] - 0s 831us/step - loss: 0.4124 - accuracy: 0.8329
Epoch 16/100
450/450 [==============================] - 0s 893us/step - loss: 0.4118 - accuracy: 0.8340
Epoch 17/100
450/450 [==============================] - 0s 900us/step - loss: 0.4103 - accuracy: 0.8340
Epoch 18/100
450/450 [==============================] - 0s 915us/step - loss: 0.4101 - accuracy: 0.8351
Epoch 19/100
450/450 [==============================] - 0s 854us/step - loss: 0.4091 - accuracy: 0.8357
Epoch 20/100
450/450 [==============================] - 0s 809us/step - loss: 0.4084 - accuracy: 0.8356
Epoch 21/100
450/450 [==============================] - 0s 803us/step - loss: 0.4081 - accuracy: 0.8346
Epoch 22/100
450/450 [==============================] - 0s 807us/step - loss: 0.4078 - accuracy: 0.8349
Epoch 23/100
450/450 [==============================] - 0s 817us/step - loss: 0.4072 - accuracy: 0.8346
Epoch 24/100
450/450 [==============================] - 0s 797us/step - loss: 0.4070 - accuracy: 0.8361
Epoch 25/100
450/450 [==============================] - 0s 807us/step - loss: 0.4063 - accuracy: 0.8357
Epoch 26/100
450/450 [==============================] - 0s 858us/step - loss: 0.4058 - accuracy: 0.8354
Epoch 27/100
450/450 [==============================] - 0s 803us/step - loss: 0.4055 - accuracy: 0.8356
Epoch 28/100
450/450 [==============================] - 0s 812us/step - loss: 0.4053 - accuracy: 0.8363
Epoch 29/100
450/450 [==============================] - 0s 815us/step - loss: 0.4046 - accuracy: 0.8354
Epoch 30/100
450/450 [==============================] - 0s 808us/step - loss: 0.4044 - accuracy: 0.8375
Epoch 31/100
450/450 [==============================] - 0s 796us/step - loss: 0.4043 - accuracy: 0.8364
Epoch 32/100
450/450 [==============================] - 0s 814us/step - loss: 0.4039 - accuracy: 0.8364
Epoch 33/100
450/450 [==============================] - 0s 796us/step - loss: 0.4036 - accuracy: 0.8376
Epoch 34/100
450/450 [==============================] - 0s 828us/step - loss: 0.4036 - accuracy: 0.8376
Epoch 35/100
450/450 [==============================] - 0s 805us/step - loss: 0.4032 - accuracy: 0.8358
Epoch 36/100
450/450 [==============================] - 0s 814us/step - loss: 0.4031 - accuracy: 0.8368
Epoch 37/100
450/450 [==============================] - 0s 823us/step - loss: 0.4025 - accuracy: 0.8371
Epoch 38/100
450/450 [==============================] - 0s 800us/step - loss: 0.4027 - accuracy: 0.8375
Epoch 39/100
450/450 [==============================] - 0s 795us/step - loss: 0.4025 - accuracy: 0.8368
Epoch 40/100
450/450 [==============================] - 0s 881us/step - loss: 0.4023 - accuracy: 0.8360
Epoch 41/100
450/450 [==============================] - 0s 795us/step - loss: 0.4021 - accuracy: 0.8365
Epoch 42/100
450/450 [==============================] - 0s 833us/step - loss: 0.4022 - accuracy: 0.8371
Epoch 43/100
450/450 [==============================] - 0s 787us/step - loss: 0.4016 - accuracy: 0.8363
Epoch 44/100
450/450 [==============================] - 0s 801us/step - loss: 0.4017 - accuracy: 0.8371
Epoch 45/100
450/450 [==============================] - 0s 823us/step - loss: 0.4015 - accuracy: 0.8361
Epoch 46/100
450/450 [==============================] - 0s 805us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 47/100
450/450 [==============================] - 0s 802us/step - loss: 0.4013 - accuracy: 0.8357
Epoch 48/100
450/450 [==============================] - 0s 822us/step - loss: 0.4014 - accuracy: 0.8368
Epoch 49/100
450/450 [==============================] - 0s 799us/step - loss: 0.4012 - accuracy: 0.8360
Epoch 50/100
450/450 [==============================] - 0s 808us/step - loss: 0.4011 - accuracy: 0.8364
Epoch 51/100
450/450 [==============================] - 0s 813us/step - loss: 0.4011 - accuracy: 0.8374
Epoch 52/100
450/450 [==============================] - 0s 797us/step - loss: 0.4007 - accuracy: 0.8378
Epoch 53/100
450/450 [==============================] - 0s 826us/step - loss: 0.4008 - accuracy: 0.8368
Epoch 54/100
450/450 [==============================] - 0s 784us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 55/100
450/450 [==============================] - 0s 795us/step - loss: 0.4005 - accuracy: 0.8369
Epoch 56/100
450/450 [==============================] - 0s 821us/step - loss: 0.4003 - accuracy: 0.8379
Epoch 57/100
450/450 [==============================] - 0s 815us/step - loss: 0.4000 - accuracy: 0.8381
Epoch 58/100
450/450 [==============================] - 0s 797us/step - loss: 0.4001 - accuracy: 0.8371
Epoch 59/100
450/450 [==============================] - 0s 922us/step - loss: 0.4000 - accuracy: 0.8382
Epoch 60/100
450/450 [==============================] - 0s 819us/step - loss: 0.4000 - accuracy: 0.8374
Epoch 61/100
450/450 [==============================] - 0s 834us/step - loss: 0.3997 - accuracy: 0.8378
Epoch 62/100
450/450 [==============================] - 0s 798us/step - loss: 0.3995 - accuracy: 0.83690s - loss: 0.3950 - accuracy:
Epoch 63/100
450/450 [==============================] - 0s 806us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 64/100
450/450 [==============================] - 0s 830us/step - loss: 0.3994 - accuracy: 0.8369
Epoch 65/100
450/450 [==============================] - 0s 803us/step - loss: 0.3990 - accuracy: 0.8376
Epoch 66/100
450/450 [==============================] - 0s 793us/step - loss: 0.3988 - accuracy: 0.8376
Epoch 67/100
450/450 [==============================] - 0s 822us/step - loss: 0.3987 - accuracy: 0.8383
Epoch 68/100
450/450 [==============================] - 0s 804us/step - loss: 0.3984 - accuracy: 0.8381
Epoch 69/100
450/450 [==============================] - 0s 805us/step - loss: 0.3982 - accuracy: 0.8382
Epoch 70/100
450/450 [==============================] - 0s 819us/step - loss: 0.3980 - accuracy: 0.8365
Epoch 71/100
450/450 [==============================] - 0s 806us/step - loss: 0.3977 - accuracy: 0.8376
Epoch 72/100
450/450 [==============================] - 0s 819us/step - loss: 0.3978 - accuracy: 0.8372
Epoch 73/100
450/450 [==============================] - 0s 818us/step - loss: 0.3974 - accuracy: 0.8378
Epoch 74/100
450/450 [==============================] - 0s 802us/step - loss: 0.3972 - accuracy: 0.8375
Epoch 75/100
450/450 [==============================] - 0s 822us/step - loss: 0.3968 - accuracy: 0.8371
Epoch 76/100
450/450 [==============================] - 0s 809us/step - loss: 0.3967 - accuracy: 0.83610s - loss: 0.3934 - accuracy:
Epoch 77/100
450/450 [==============================] - 0s 799us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 78/100
450/450 [==============================] - 0s 830us/step - loss: 0.3963 - accuracy: 0.83830s - loss: 0.3991 - accuracy: 0.
Epoch 79/100
450/450 [==============================] - 0s 807us/step - loss: 0.3960 - accuracy: 0.8365
Epoch 80/100
450/450 [==============================] - 0s 807us/step - loss: 0.3957 - accuracy: 0.8386
Epoch 81/100
450/450 [==============================] - 0s 815us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 82/100
450/450 [==============================] - 0s 818us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 83/100
450/450 [==============================] - 0s 834us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 84/100
450/450 [==============================] - 0s 823us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 85/100
450/450 [==============================] - 0s 811us/step - loss: 0.3944 - accuracy: 0.8375
Epoch 86/100
450/450 [==============================] - 0s 833us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 87/100
450/450 [==============================] - 0s 816us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 88/100
450/450 [==============================] - 0s 811us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 89/100
450/450 [==============================] - 0s 822us/step - loss: 0.3951 - accuracy: 0.8365
Epoch 90/100
450/450 [==============================] - 0s 845us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 91/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3948 - accuracy: 0.8374
Epoch 92/100
450/450 [==============================] - 0s 845us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 93/100
450/450 [==============================] - 0s 831us/step - loss: 0.3943 - accuracy: 0.8375
Epoch 94/100
450/450 [==============================] - 0s 836us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 95/100
450/450 [==============================] - 0s 844us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 96/100
450/450 [==============================] - 0s 854us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 97/100
450/450 [==============================] - 0s 865us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 98/100
450/450 [==============================] - 0s 816us/step - loss: 0.3941 - accuracy: 0.8378
Epoch 99/100
450/450 [==============================] - 0s 806us/step - loss: 0.3944 - accuracy: 0.8374
Epoch 100/100
450/450 [==============================] - 0s 814us/step - loss: 0.3943 - accuracy: 0.8375
Epoch 1/100
450/450 [==============================] - 0s 823us/step - loss: 0.5556 - accuracy: 0.7978
Epoch 2/100
450/450 [==============================] - 0s 888us/step - loss: 0.4289 - accuracy: 0.7986
Epoch 3/100
450/450 [==============================] - 0s 867us/step - loss: 0.4077 - accuracy: 0.8251
Epoch 4/100
450/450 [==============================] - 0s 941us/step - loss: 0.3905 - accuracy: 0.8419
Epoch 5/100
450/450 [==============================] - 0s 936us/step - loss: 0.3744 - accuracy: 0.8482
Epoch 6/100
450/450 [==============================] - 0s 802us/step - loss: 0.3619 - accuracy: 0.8557
Epoch 7/100
450/450 [==============================] - 0s 809us/step - loss: 0.3555 - accuracy: 0.8569
Epoch 8/100
450/450 [==============================] - 0s 845us/step - loss: 0.3510 - accuracy: 0.8586
Epoch 9/100
450/450 [==============================] - 0s 820us/step - loss: 0.3484 - accuracy: 0.8606
Epoch 10/100
450/450 [==============================] - 0s 826us/step - loss: 0.3467 - accuracy: 0.8586
Epoch 11/100
450/450 [==============================] - 0s 797us/step - loss: 0.3465 - accuracy: 0.8601
Epoch 12/100
450/450 [==============================] - 0s 786us/step - loss: 0.3456 - accuracy: 0.8603
Epoch 13/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3455 - accuracy: 0.8594: 0s - loss: 0.3415 - accuracy:
Epoch 14/100
450/450 [==============================] - 0s 790us/step - loss: 0.3446 - accuracy: 0.8592
Epoch 15/100
450/450 [==============================] - 0s 833us/step - loss: 0.3454 - accuracy: 0.8612
Epoch 16/100
450/450 [==============================] - 0s 787us/step - loss: 0.3445 - accuracy: 0.8601
Epoch 17/100
450/450 [==============================] - 0s 790us/step - loss: 0.3446 - accuracy: 0.8590
Epoch 18/100
450/450 [==============================] - 0s 859us/step - loss: 0.3444 - accuracy: 0.8600
Epoch 19/100
450/450 [==============================] - 0s 794us/step - loss: 0.3444 - accuracy: 0.8597
Epoch 20/100
450/450 [==============================] - 0s 790us/step - loss: 0.3442 - accuracy: 0.8596
Epoch 21/100
450/450 [==============================] - 0s 801us/step - loss: 0.3438 - accuracy: 0.8596
Epoch 22/100
450/450 [==============================] - 0s 796us/step - loss: 0.3438 - accuracy: 0.8628
Epoch 23/100
450/450 [==============================] - 0s 789us/step - loss: 0.3436 - accuracy: 0.8599
Epoch 24/100
450/450 [==============================] - 0s 824us/step - loss: 0.3431 - accuracy: 0.8606
Epoch 25/100
450/450 [==============================] - 0s 781us/step - loss: 0.3437 - accuracy: 0.8592
Epoch 26/100
450/450 [==============================] - 0s 823us/step - loss: 0.3435 - accuracy: 0.8600
Epoch 27/100
450/450 [==============================] - 0s 785us/step - loss: 0.3431 - accuracy: 0.8587
Epoch 28/100
450/450 [==============================] - 0s 785us/step - loss: 0.3427 - accuracy: 0.8596
Epoch 29/100
450/450 [==============================] - 0s 828us/step - loss: 0.3425 - accuracy: 0.8601
Epoch 30/100
450/450 [==============================] - 0s 791us/step - loss: 0.3430 - accuracy: 0.8596
Epoch 31/100
450/450 [==============================] - 0s 788us/step - loss: 0.3426 - accuracy: 0.8615
Epoch 32/100
450/450 [==============================] - 0s 819us/step - loss: 0.3430 - accuracy: 0.8592
Epoch 33/100
450/450 [==============================] - 0s 797us/step - loss: 0.3429 - accuracy: 0.8618
Epoch 34/100
450/450 [==============================] - 0s 792us/step - loss: 0.3430 - accuracy: 0.8617
Epoch 35/100
450/450 [==============================] - 0s 833us/step - loss: 0.3424 - accuracy: 0.8604
Epoch 36/100
450/450 [==============================] - 0s 798us/step - loss: 0.3427 - accuracy: 0.8592
Epoch 37/100
450/450 [==============================] - 0s 819us/step - loss: 0.3422 - accuracy: 0.8614
Epoch 38/100
450/450 [==============================] - 0s 796us/step - loss: 0.3424 - accuracy: 0.8597
Epoch 39/100
450/450 [==============================] - 0s 791us/step - loss: 0.3422 - accuracy: 0.8607
Epoch 40/100
450/450 [==============================] - 0s 822us/step - loss: 0.3421 - accuracy: 0.8606
Epoch 41/100
450/450 [==============================] - 0s 787us/step - loss: 0.3418 - accuracy: 0.8622
Epoch 42/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3419 - accuracy: 0.8626
Epoch 43/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3421 - accuracy: 0.8603
Epoch 44/100
450/450 [==============================] - 0s 852us/step - loss: 0.3415 - accuracy: 0.8603
Epoch 45/100
450/450 [==============================] - 0s 993us/step - loss: 0.3413 - accuracy: 0.8603
Epoch 46/100
450/450 [==============================] - 0s 948us/step - loss: 0.3415 - accuracy: 0.8601
Epoch 47/100
450/450 [==============================] - 0s 864us/step - loss: 0.3413 - accuracy: 0.8593
Epoch 48/100
450/450 [==============================] - 0s 885us/step - loss: 0.3413 - accuracy: 0.8599
Epoch 49/100
450/450 [==============================] - 0s 855us/step - loss: 0.3414 - accuracy: 0.8596
Epoch 50/100
450/450 [==============================] - 0s 869us/step - loss: 0.3416 - accuracy: 0.8599
Epoch 51/100
450/450 [==============================] - 0s 842us/step - loss: 0.3415 - accuracy: 0.8610
Epoch 52/100
450/450 [==============================] - 0s 838us/step - loss: 0.3397 - accuracy: 0.8621
Epoch 53/100
450/450 [==============================] - 0s 801us/step - loss: 0.3414 - accuracy: 0.8590
Epoch 54/100
450/450 [==============================] - 0s 824us/step - loss: 0.3415 - accuracy: 0.8610
Epoch 55/100
450/450 [==============================] - 0s 815us/step - loss: 0.3409 - accuracy: 0.8599
Epoch 56/100
450/450 [==============================] - 0s 810us/step - loss: 0.3414 - accuracy: 0.8599
Epoch 57/100
450/450 [==============================] - 0s 881us/step - loss: 0.3413 - accuracy: 0.8611
Epoch 58/100
450/450 [==============================] - 0s 931us/step - loss: 0.3410 - accuracy: 0.8622
Epoch 59/100
450/450 [==============================] - 0s 828us/step - loss: 0.3415 - accuracy: 0.8608
Epoch 60/100
450/450 [==============================] - 0s 824us/step - loss: 0.3410 - accuracy: 0.8607
Epoch 61/100
450/450 [==============================] - 0s 796us/step - loss: 0.3409 - accuracy: 0.8615
Epoch 62/100
450/450 [==============================] - 0s 797us/step - loss: 0.3406 - accuracy: 0.8604
Epoch 63/100
450/450 [==============================] - 0s 808us/step - loss: 0.3409 - accuracy: 0.8615
Epoch 64/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3409 - accuracy: 0.8618
Epoch 65/100
450/450 [==============================] - 0s 829us/step - loss: 0.3413 - accuracy: 0.8625
Epoch 66/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3412 - accuracy: 0.8607
Epoch 67/100
450/450 [==============================] - 0s 792us/step - loss: 0.3405 - accuracy: 0.8614
Epoch 68/100
450/450 [==============================] - 0s 819us/step - loss: 0.3408 - accuracy: 0.8617
Epoch 69/100
450/450 [==============================] - 0s 828us/step - loss: 0.3410 - accuracy: 0.8601
Epoch 70/100
450/450 [==============================] - 0s 879us/step - loss: 0.3407 - accuracy: 0.8586
Epoch 71/100
450/450 [==============================] - 0s 896us/step - loss: 0.3414 - accuracy: 0.8593
Epoch 72/100
450/450 [==============================] - 0s 811us/step - loss: 0.3405 - accuracy: 0.8622
Epoch 73/100
450/450 [==============================] - 0s 826us/step - loss: 0.3407 - accuracy: 0.8621
Epoch 74/100
450/450 [==============================] - 0s 798us/step - loss: 0.3405 - accuracy: 0.8608
Epoch 75/100
450/450 [==============================] - 0s 822us/step - loss: 0.3407 - accuracy: 0.8593
Epoch 76/100
450/450 [==============================] - 0s 793us/step - loss: 0.3407 - accuracy: 0.8596
Epoch 77/100
450/450 [==============================] - 0s 795us/step - loss: 0.3403 - accuracy: 0.8608
Epoch 78/100
450/450 [==============================] - 0s 844us/step - loss: 0.3405 - accuracy: 0.8597
Epoch 79/100
450/450 [==============================] - 0s 782us/step - loss: 0.3402 - accuracy: 0.8614
Epoch 80/100
450/450 [==============================] - 0s 811us/step - loss: 0.3407 - accuracy: 0.8610
Epoch 81/100
450/450 [==============================] - 0s 815us/step - loss: 0.3405 - accuracy: 0.8596
Epoch 82/100
450/450 [==============================] - 0s 796us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 83/100
450/450 [==============================] - 0s 798us/step - loss: 0.3404 - accuracy: 0.8618
Epoch 84/100
450/450 [==============================] - 0s 828us/step - loss: 0.3407 - accuracy: 0.8612
Epoch 85/100
450/450 [==============================] - 0s 797us/step - loss: 0.3402 - accuracy: 0.8621
Epoch 86/100
450/450 [==============================] - 0s 824us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 87/100
450/450 [==============================] - 0s 964us/step - loss: 0.3408 - accuracy: 0.8615
Epoch 88/100
450/450 [==============================] - 0s 891us/step - loss: 0.3406 - accuracy: 0.8599
Epoch 89/100
450/450 [==============================] - 0s 835us/step - loss: 0.3401 - accuracy: 0.86220s - loss: 0.3273 - accuracy
Epoch 90/100
450/450 [==============================] - 0s 795us/step - loss: 0.3406 - accuracy: 0.8603
Epoch 91/100
450/450 [==============================] - 0s 782us/step - loss: 0.3407 - accuracy: 0.8635
Epoch 92/100
450/450 [==============================] - 0s 824us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 93/100
450/450 [==============================] - 0s 796us/step - loss: 0.3400 - accuracy: 0.8606
Epoch 94/100
450/450 [==============================] - 0s 824us/step - loss: 0.3400 - accuracy: 0.8631
Epoch 95/100
450/450 [==============================] - 0s 787us/step - loss: 0.3398 - accuracy: 0.8624
Epoch 96/100
450/450 [==============================] - 0s 792us/step - loss: 0.3405 - accuracy: 0.8622
Epoch 97/100
450/450 [==============================] - 0s 811us/step - loss: 0.3403 - accuracy: 0.8615
Epoch 98/100
450/450 [==============================] - 0s 791us/step - loss: 0.3404 - accuracy: 0.8631
Epoch 99/100
450/450 [==============================] - 0s 796us/step - loss: 0.3405 - accuracy: 0.8619
Epoch 100/100
450/450 [==============================] - 0s 821us/step - loss: 0.3403 - accuracy: 0.8607
Epoch 1/100
450/450 [==============================] - 0s 847us/step - loss: 0.5477 - accuracy: 0.7956
Epoch 2/100
450/450 [==============================] - 0s 855us/step - loss: 0.4407 - accuracy: 0.7964
Epoch 3/100
450/450 [==============================] - 0s 831us/step - loss: 0.4337 - accuracy: 0.7964
Epoch 4/100
450/450 [==============================] - 0s 845us/step - loss: 0.4302 - accuracy: 0.79640s - loss: 0.4305 - accuracy: 0.79
Epoch 5/100
450/450 [==============================] - 0s 813us/step - loss: 0.4263 - accuracy: 0.7964
Epoch 6/100
450/450 [==============================] - 0s 825us/step - loss: 0.4230 - accuracy: 0.8081
Epoch 7/100
450/450 [==============================] - 0s 843us/step - loss: 0.4206 - accuracy: 0.8239
Epoch 8/100
450/450 [==============================] - 0s 826us/step - loss: 0.4190 - accuracy: 0.8271
Epoch 9/100
450/450 [==============================] - 0s 872us/step - loss: 0.4182 - accuracy: 0.8276
Epoch 10/100
450/450 [==============================] - 0s 775us/step - loss: 0.4171 - accuracy: 0.8292
Epoch 11/100
450/450 [==============================] - 0s 779us/step - loss: 0.4160 - accuracy: 0.8301
Epoch 12/100
450/450 [==============================] - 0s 799us/step - loss: 0.4150 - accuracy: 0.8325
Epoch 13/100
450/450 [==============================] - 0s 802us/step - loss: 0.4140 - accuracy: 0.8326
Epoch 14/100
450/450 [==============================] - 0s 777us/step - loss: 0.4138 - accuracy: 0.8314
Epoch 15/100
450/450 [==============================] - 0s 891us/step - loss: 0.4127 - accuracy: 0.8340
Epoch 16/100
450/450 [==============================] - 0s 783us/step - loss: 0.4122 - accuracy: 0.8346
Epoch 17/100
450/450 [==============================] - 0s 799us/step - loss: 0.4115 - accuracy: 0.8347
Epoch 18/100
450/450 [==============================] - 0s 777us/step - loss: 0.4110 - accuracy: 0.8347
Epoch 19/100
450/450 [==============================] - 0s 778us/step - loss: 0.4108 - accuracy: 0.8340
Epoch 20/100
450/450 [==============================] - 0s 804us/step - loss: 0.4103 - accuracy: 0.8358
Epoch 21/100
450/450 [==============================] - 0s 779us/step - loss: 0.4097 - accuracy: 0.8339
Epoch 22/100
450/450 [==============================] - 0s 781us/step - loss: 0.4095 - accuracy: 0.8342
Epoch 23/100
450/450 [==============================] - 0s 800us/step - loss: 0.4090 - accuracy: 0.8363
Epoch 24/100
450/450 [==============================] - 0s 779us/step - loss: 0.4084 - accuracy: 0.8358
Epoch 25/100
450/450 [==============================] - 0s 782us/step - loss: 0.4077 - accuracy: 0.8347
Epoch 26/100
450/450 [==============================] - 0s 789us/step - loss: 0.4074 - accuracy: 0.8364
Epoch 27/100
450/450 [==============================] - 0s 796us/step - loss: 0.4064 - accuracy: 0.8364
Epoch 28/100
450/450 [==============================] - 0s 775us/step - loss: 0.4061 - accuracy: 0.8356
Epoch 29/100
450/450 [==============================] - 0s 794us/step - loss: 0.4054 - accuracy: 0.8367
Epoch 30/100
450/450 [==============================] - 0s 806us/step - loss: 0.4052 - accuracy: 0.8360
Epoch 31/100
450/450 [==============================] - 0s 806us/step - loss: 0.4047 - accuracy: 0.8354
Epoch 32/100
450/450 [==============================] - 0s 778us/step - loss: 0.4045 - accuracy: 0.8361
Epoch 33/100
450/450 [==============================] - 0s 781us/step - loss: 0.4043 - accuracy: 0.8365
Epoch 34/100
450/450 [==============================] - 0s 805us/step - loss: 0.4039 - accuracy: 0.8360
Epoch 35/100
450/450 [==============================] - 0s 775us/step - loss: 0.4038 - accuracy: 0.8351
Epoch 36/100
450/450 [==============================] - 0s 794us/step - loss: 0.4034 - accuracy: 0.8371
Epoch 37/100
450/450 [==============================] - 0s 815us/step - loss: 0.4031 - accuracy: 0.8349
Epoch 38/100
450/450 [==============================] - 0s 798us/step - loss: 0.4027 - accuracy: 0.8344
Epoch 39/100
450/450 [==============================] - 0s 780us/step - loss: 0.4026 - accuracy: 0.8351
Epoch 40/100
450/450 [==============================] - 0s 829us/step - loss: 0.4017 - accuracy: 0.8374
Epoch 41/100
450/450 [==============================] - 0s 783us/step - loss: 0.4013 - accuracy: 0.8361
Epoch 42/100
450/450 [==============================] - 0s 782us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 43/100
450/450 [==============================] - 0s 806us/step - loss: 0.4001 - accuracy: 0.8349
Epoch 44/100
450/450 [==============================] - 0s 779us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 45/100
450/450 [==============================] - 0s 793us/step - loss: 0.3996 - accuracy: 0.8368
Epoch 46/100
450/450 [==============================] - 0s 776us/step - loss: 0.3989 - accuracy: 0.8369
Epoch 47/100
450/450 [==============================] - 0s 788us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 48/100
450/450 [==============================] - 0s 815us/step - loss: 0.3979 - accuracy: 0.8360
Epoch 49/100
450/450 [==============================] - 0s 786us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 50/100
450/450 [==============================] - 0s 811us/step - loss: 0.3971 - accuracy: 0.8378
Epoch 51/100
450/450 [==============================] - 0s 797us/step - loss: 0.3964 - accuracy: 0.8367
Epoch 52/100
450/450 [==============================] - 0s 783us/step - loss: 0.3964 - accuracy: 0.8375
Epoch 53/100
450/450 [==============================] - 0s 795us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 54/100
450/450 [==============================] - 0s 805us/step - loss: 0.3959 - accuracy: 0.8367
Epoch 55/100
450/450 [==============================] - 0s 781us/step - loss: 0.3960 - accuracy: 0.8372
Epoch 56/100
450/450 [==============================] - 0s 810us/step - loss: 0.3958 - accuracy: 0.8363
Epoch 57/100
450/450 [==============================] - 0s 779us/step - loss: 0.3955 - accuracy: 0.8372
Epoch 58/100
450/450 [==============================] - 0s 782us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 59/100
450/450 [==============================] - 0s 819us/step - loss: 0.3951 - accuracy: 0.8357
Epoch 60/100
450/450 [==============================] - 0s 772us/step - loss: 0.3951 - accuracy: 0.8360
Epoch 61/100
450/450 [==============================] - 0s 794us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 62/100
450/450 [==============================] - 0s 790us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 63/100
450/450 [==============================] - 0s 798us/step - loss: 0.3948 - accuracy: 0.8360
Epoch 64/100
450/450 [==============================] - 0s 783us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 65/100
450/450 [==============================] - 0s 810us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 66/100
450/450 [==============================] - 0s 787us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 67/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3938 - accuracy: 0.8356
Epoch 68/100
450/450 [==============================] - 0s 861us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 69/100
450/450 [==============================] - 0s 795us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 70/100
450/450 [==============================] - 0s 805us/step - loss: 0.3941 - accuracy: 0.8372
Epoch 71/100
450/450 [==============================] - 0s 779us/step - loss: 0.3942 - accuracy: 0.8364
Epoch 72/100
450/450 [==============================] - 0s 785us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 73/100
450/450 [==============================] - 0s 800us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 74/100
450/450 [==============================] - 0s 793us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 75/100
450/450 [==============================] - 0s 780us/step - loss: 0.3942 - accuracy: 0.8356
Epoch 76/100
450/450 [==============================] - 0s 800us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 77/100
450/450 [==============================] - 0s 780us/step - loss: 0.3939 - accuracy: 0.8365
Epoch 78/100
450/450 [==============================] - 0s 802us/step - loss: 0.3938 - accuracy: 0.8357
Epoch 79/100
450/450 [==============================] - 0s 781us/step - loss: 0.3940 - accuracy: 0.8364
Epoch 80/100
450/450 [==============================] - 0s 780us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 81/100
450/450 [==============================] - 0s 803us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 82/100
450/450 [==============================] - 0s 785us/step - loss: 0.3939 - accuracy: 0.8382
Epoch 83/100
450/450 [==============================] - 0s 783us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 84/100
450/450 [==============================] - 0s 807us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 85/100
450/450 [==============================] - 0s 792us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 86/100
450/450 [==============================] - 0s 778us/step - loss: 0.3937 - accuracy: 0.8364
Epoch 87/100
450/450 [==============================] - 0s 805us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 88/100
450/450 [==============================] - 0s 787us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 89/100
450/450 [==============================] - 0s 788us/step - loss: 0.3934 - accuracy: 0.8367
Epoch 90/100
450/450 [==============================] - 0s 809us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 91/100
450/450 [==============================] - 0s 799us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 92/100
450/450 [==============================] - 0s 817us/step - loss: 0.3931 - accuracy: 0.8388
Epoch 93/100
450/450 [==============================] - 0s 794us/step - loss: 0.3935 - accuracy: 0.8363
Epoch 94/100
450/450 [==============================] - 0s 806us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 95/100
450/450 [==============================] - 0s 824us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 96/100
450/450 [==============================] - 0s 813us/step - loss: 0.3933 - accuracy: 0.8356
Epoch 97/100
450/450 [==============================] - 0s 792us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 98/100
450/450 [==============================] - 0s 829us/step - loss: 0.3928 - accuracy: 0.8389
Epoch 99/100
450/450 [==============================] - 0s 795us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 100/100
450/450 [==============================] - 0s 818us/step - loss: 0.3939 - accuracy: 0.8371
Epoch 1/100
450/450 [==============================] - 0s 841us/step - loss: 0.5578 - accuracy: 0.7981
Epoch 2/100
450/450 [==============================] - 0s 885us/step - loss: 0.4399 - accuracy: 0.7985
Epoch 3/100
450/450 [==============================] - 0s 806us/step - loss: 0.4317 - accuracy: 0.7985
Epoch 4/100
450/450 [==============================] - 0s 809us/step - loss: 0.4289 - accuracy: 0.7985
Epoch 5/100
450/450 [==============================] - 0s 827us/step - loss: 0.4273 - accuracy: 0.7985
Epoch 6/100
450/450 [==============================] - 0s 809us/step - loss: 0.4259 - accuracy: 0.7985
Epoch 7/100
450/450 [==============================] - 0s 795us/step - loss: 0.4247 - accuracy: 0.7985
Epoch 8/100
450/450 [==============================] - 0s 834us/step - loss: 0.4229 - accuracy: 0.8021
Epoch 9/100
450/450 [==============================] - 0s 864us/step - loss: 0.4207 - accuracy: 0.81610s - loss: 0.4201 - accuracy:
Epoch 10/100
450/450 [==============================] - 0s 953us/step - loss: 0.4184 - accuracy: 0.8214
Epoch 11/100
450/450 [==============================] - 0s 793us/step - loss: 0.4161 - accuracy: 0.8238
Epoch 12/100
450/450 [==============================] - 0s 800us/step - loss: 0.4142 - accuracy: 0.8274
Epoch 13/100
450/450 [==============================] - 0s 804us/step - loss: 0.4127 - accuracy: 0.8299
Epoch 14/100
450/450 [==============================] - 0s 791us/step - loss: 0.4113 - accuracy: 0.8329
Epoch 15/100
450/450 [==============================] - 0s 855us/step - loss: 0.4101 - accuracy: 0.8315
Epoch 16/100
450/450 [==============================] - 0s 821us/step - loss: 0.4082 - accuracy: 0.8331
Epoch 17/100
450/450 [==============================] - 0s 795us/step - loss: 0.4078 - accuracy: 0.8336
Epoch 18/100
450/450 [==============================] - 0s 802us/step - loss: 0.4064 - accuracy: 0.8354
Epoch 19/100
450/450 [==============================] - 0s 835us/step - loss: 0.4053 - accuracy: 0.8340
Epoch 20/100
450/450 [==============================] - 0s 794us/step - loss: 0.4049 - accuracy: 0.8353
Epoch 21/100
450/450 [==============================] - 0s 821us/step - loss: 0.4041 - accuracy: 0.8363
Epoch 22/100
450/450 [==============================] - 0s 779us/step - loss: 0.4033 - accuracy: 0.8358
Epoch 23/100
450/450 [==============================] - 0s 799us/step - loss: 0.4029 - accuracy: 0.8367
Epoch 24/100
450/450 [==============================] - 0s 811us/step - loss: 0.4023 - accuracy: 0.8379
Epoch 25/100
450/450 [==============================] - 0s 792us/step - loss: 0.4022 - accuracy: 0.8358
Epoch 26/100
450/450 [==============================] - 0s 788us/step - loss: 0.4016 - accuracy: 0.8369
Epoch 27/100
450/450 [==============================] - 0s 835us/step - loss: 0.4012 - accuracy: 0.8369
Epoch 28/100
450/450 [==============================] - 0s 806us/step - loss: 0.4009 - accuracy: 0.8376
Epoch 29/100
450/450 [==============================] - 0s 827us/step - loss: 0.4004 - accuracy: 0.8360
Epoch 30/100
450/450 [==============================] - 0s 791us/step - loss: 0.4005 - accuracy: 0.8372
Epoch 31/100
450/450 [==============================] - 0s 800us/step - loss: 0.4000 - accuracy: 0.83810s - loss: 0.3964 - accuracy:
Epoch 32/100
450/450 [==============================] - 0s 802us/step - loss: 0.3998 - accuracy: 0.8381
Epoch 33/100
450/450 [==============================] - 0s 800us/step - loss: 0.3997 - accuracy: 0.8383
Epoch 34/100
450/450 [==============================] - 0s 799us/step - loss: 0.3993 - accuracy: 0.8374
Epoch 35/100
450/450 [==============================] - 0s 819us/step - loss: 0.3991 - accuracy: 0.8365
Epoch 36/100
450/450 [==============================] - 0s 792us/step - loss: 0.3989 - accuracy: 0.8368
Epoch 37/100
450/450 [==============================] - 0s 800us/step - loss: 0.3984 - accuracy: 0.8381
Epoch 38/100
450/450 [==============================] - 0s 832us/step - loss: 0.3982 - accuracy: 0.8371
Epoch 39/100
450/450 [==============================] - 0s 808us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 40/100
450/450 [==============================] - 0s 828us/step - loss: 0.3978 - accuracy: 0.8386
Epoch 41/100
450/450 [==============================] - 0s 803us/step - loss: 0.3975 - accuracy: 0.8386
Epoch 42/100
450/450 [==============================] - 0s 821us/step - loss: 0.3968 - accuracy: 0.8383
Epoch 43/100
450/450 [==============================] - 0s 824us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 44/100
450/450 [==============================] - 0s 798us/step - loss: 0.3969 - accuracy: 0.8383
Epoch 45/100
450/450 [==============================] - 0s 803us/step - loss: 0.3962 - accuracy: 0.8388
Epoch 46/100
450/450 [==============================] - 0s 836us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 47/100
450/450 [==============================] - 0s 846us/step - loss: 0.3960 - accuracy: 0.8368
Epoch 48/100
450/450 [==============================] - 0s 957us/step - loss: 0.3957 - accuracy: 0.8396
Epoch 49/100
450/450 [==============================] - 0s 886us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 50/100
450/450 [==============================] - 0s 838us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 51/100
450/450 [==============================] - 0s 807us/step - loss: 0.3954 - accuracy: 0.8394
Epoch 52/100
450/450 [==============================] - 0s 813us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 53/100
450/450 [==============================] - 0s 793us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 54/100
450/450 [==============================] - 0s 841us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 55/100
450/450 [==============================] - 0s 804us/step - loss: 0.3947 - accuracy: 0.83920s - loss: 0.3953 - accuracy: 0.83
Epoch 56/100
450/450 [==============================] - 0s 892us/step - loss: 0.3949 - accuracy: 0.8374
Epoch 57/100
450/450 [==============================] - 1s 1ms/step - loss: 0.3947 - accuracy: 0.8396
Epoch 58/100
450/450 [==============================] - 0s 827us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 59/100
450/450 [==============================] - 0s 814us/step - loss: 0.3942 - accuracy: 0.8400
Epoch 60/100
450/450 [==============================] - 0s 805us/step - loss: 0.3946 - accuracy: 0.8389
Epoch 61/100
450/450 [==============================] - 0s 821us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 62/100
450/450 [==============================] - 0s 809us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 63/100
450/450 [==============================] - 0s 801us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 64/100
450/450 [==============================] - 0s 828us/step - loss: 0.3942 - accuracy: 0.8403
Epoch 65/100
450/450 [==============================] - 0s 798us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 66/100
450/450 [==============================] - 0s 972us/step - loss: 0.3943 - accuracy: 0.8401
Epoch 67/100
450/450 [==============================] - 0s 851us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 68/100
450/450 [==============================] - 0s 807us/step - loss: 0.3941 - accuracy: 0.8392
Epoch 69/100
450/450 [==============================] - 0s 814us/step - loss: 0.3938 - accuracy: 0.8406
Epoch 70/100
450/450 [==============================] - 0s 793us/step - loss: 0.3940 - accuracy: 0.8368
Epoch 71/100
450/450 [==============================] - 0s 805us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 72/100
450/450 [==============================] - 0s 836us/step - loss: 0.3942 - accuracy: 0.8406
Epoch 73/100
450/450 [==============================] - 0s 802us/step - loss: 0.3940 - accuracy: 0.8386
Epoch 74/100
450/450 [==============================] - 0s 790us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 75/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8393
Epoch 76/100
450/450 [==============================] - 0s 829us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 77/100
450/450 [==============================] - 0s 835us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 78/100
450/450 [==============================] - 0s 810us/step - loss: 0.3937 - accuracy: 0.8389
Epoch 79/100
450/450 [==============================] - 0s 809us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 80/100
450/450 [==============================] - 0s 831us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 81/100
450/450 [==============================] - 0s 806us/step - loss: 0.3937 - accuracy: 0.8392
Epoch 82/100
450/450 [==============================] - 0s 832us/step - loss: 0.3941 - accuracy: 0.8396
Epoch 83/100
450/450 [==============================] - 0s 834us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 84/100
450/450 [==============================] - 0s 810us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 85/100
450/450 [==============================] - 0s 847us/step - loss: 0.3936 - accuracy: 0.8379
Epoch 86/100
450/450 [==============================] - 0s 833us/step - loss: 0.3939 - accuracy: 0.8394
Epoch 87/100
450/450 [==============================] - 0s 807us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 88/100
450/450 [==============================] - 0s 831us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 89/100
450/450 [==============================] - 0s 833us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 90/100
450/450 [==============================] - 0s 818us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 91/100
450/450 [==============================] - 0s 806us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 92/100
450/450 [==============================] - 0s 800us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 93/100
450/450 [==============================] - 0s 840us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 94/100
450/450 [==============================] - 0s 806us/step - loss: 0.3937 - accuracy: 0.8403
Epoch 95/100
450/450 [==============================] - 0s 805us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 96/100
450/450 [==============================] - 0s 831us/step - loss: 0.3936 - accuracy: 0.8399
Epoch 97/100
450/450 [==============================] - 0s 814us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 98/100
450/450 [==============================] - 0s 803us/step - loss: 0.3935 - accuracy: 0.8390
Epoch 99/100
450/450 [==============================] - 0s 831us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 100/100
450/450 [==============================] - 0s 798us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 1/100
450/450 [==============================] - 0s 777us/step - loss: 0.5862 - accuracy: 0.7960
Epoch 2/100
450/450 [==============================] - 0s 754us/step - loss: 0.5185 - accuracy: 0.7962
Epoch 3/100
450/450 [==============================] - 0s 783us/step - loss: 0.5081 - accuracy: 0.7962
Epoch 4/100
450/450 [==============================] - 0s 748us/step - loss: 0.5061 - accuracy: 0.7962
Epoch 5/100
450/450 [==============================] - 0s 759us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 6/100
450/450 [==============================] - 0s 782us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 7/100
450/450 [==============================] - 0s 747us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 8/100
450/450 [==============================] - 0s 816us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 9/100
450/450 [==============================] - 0s 761us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 10/100
450/450 [==============================] - 0s 756us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 11/100
450/450 [==============================] - 0s 754us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 12/100
450/450 [==============================] - 0s 812us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 13/100
450/450 [==============================] - 0s 752us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 14/100
450/450 [==============================] - 0s 751us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 15/100
450/450 [==============================] - 0s 905us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 16/100
450/450 [==============================] - 0s 723us/step - loss: 0.5056 - accuracy: 0.79620s - loss: 0.5120 - accuracy: 0.
Epoch 17/100
450/450 [==============================] - 0s 714us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 18/100
450/450 [==============================] - 0s 725us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 19/100
450/450 [==============================] - 0s 715us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 20/100
450/450 [==============================] - 0s 716us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 21/100
450/450 [==============================] - 0s 723us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 22/100
450/450 [==============================] - 0s 727us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 23/100
450/450 [==============================] - 0s 718us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 24/100
450/450 [==============================] - 0s 736us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 25/100
450/450 [==============================] - 0s 726us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 26/100
450/450 [==============================] - 0s 712us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 27/100
450/450 [==============================] - 0s 751us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 28/100
450/450 [==============================] - 0s 728us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 29/100
450/450 [==============================] - 0s 710us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 30/100
450/450 [==============================] - 0s 739us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 31/100
450/450 [==============================] - 0s 728us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 32/100
450/450 [==============================] - 0s 711us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 33/100
450/450 [==============================] - 0s 727us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 34/100
450/450 [==============================] - 0s 715us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 35/100
450/450 [==============================] - 0s 709us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 36/100
450/450 [==============================] - 0s 731us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 37/100
450/450 [==============================] - 0s 709us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 38/100
450/450 [==============================] - 0s 718us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 39/100
450/450 [==============================] - 0s 743us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 40/100
450/450 [==============================] - 0s 717us/step - loss: 0.5048 - accuracy: 0.7962
Epoch 41/100
450/450 [==============================] - 0s 715us/step - loss: 0.5045 - accuracy: 0.7962
Epoch 42/100
450/450 [==============================] - 0s 746us/step - loss: 0.5042 - accuracy: 0.7962
Epoch 43/100
450/450 [==============================] - 0s 711us/step - loss: 0.5037 - accuracy: 0.7962
Epoch 44/100
450/450 [==============================] - 0s 714us/step - loss: 0.5030 - accuracy: 0.7962
Epoch 45/100
450/450 [==============================] - 0s 748us/step - loss: 0.5020 - accuracy: 0.7962
Epoch 46/100
450/450 [==============================] - 0s 713us/step - loss: 0.5005 - accuracy: 0.7962
Epoch 47/100
450/450 [==============================] - 0s 716us/step - loss: 0.4982 - accuracy: 0.7962
Epoch 48/100
450/450 [==============================] - 0s 752us/step - loss: 0.4947 - accuracy: 0.7962
Epoch 49/100
450/450 [==============================] - 0s 712us/step - loss: 0.4893 - accuracy: 0.7962
Epoch 50/100
450/450 [==============================] - 0s 717us/step - loss: 0.4816 - accuracy: 0.7962
Epoch 51/100
450/450 [==============================] - 0s 741us/step - loss: 0.4717 - accuracy: 0.7962
Epoch 52/100
450/450 [==============================] - 0s 709us/step - loss: 0.4612 - accuracy: 0.7962
Epoch 53/100
450/450 [==============================] - 0s 721us/step - loss: 0.4520 - accuracy: 0.7962
Epoch 54/100
450/450 [==============================] - 0s 741us/step - loss: 0.4450 - accuracy: 0.7962
Epoch 55/100
450/450 [==============================] - 0s 720us/step - loss: 0.4400 - accuracy: 0.7962
Epoch 56/100
450/450 [==============================] - 0s 728us/step - loss: 0.4364 - accuracy: 0.7962
Epoch 57/100
450/450 [==============================] - 0s 760us/step - loss: 0.4338 - accuracy: 0.7962
Epoch 58/100
450/450 [==============================] - 0s 737us/step - loss: 0.4318 - accuracy: 0.7962
Epoch 59/100
450/450 [==============================] - 0s 733us/step - loss: 0.4300 - accuracy: 0.7962
Epoch 60/100
450/450 [==============================] - 0s 759us/step - loss: 0.4282 - accuracy: 0.7962
Epoch 61/100
450/450 [==============================] - 0s 729us/step - loss: 0.4260 - accuracy: 0.7962
Epoch 62/100
450/450 [==============================] - 0s 726us/step - loss: 0.4240 - accuracy: 0.7962
Epoch 63/100
450/450 [==============================] - 0s 747us/step - loss: 0.4213 - accuracy: 0.7962
Epoch 64/100
450/450 [==============================] - 0s 731us/step - loss: 0.4182 - accuracy: 0.7962
Epoch 65/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4149 - accuracy: 0.7962
Epoch 66/100
450/450 [==============================] - 1s 2ms/step - loss: 0.4112 - accuracy: 0.7962
Epoch 67/100
450/450 [==============================] - 1s 1ms/step - loss: 0.4073 - accuracy: 0.7962
Epoch 68/100
450/450 [==============================] - 0s 926us/step - loss: 0.4031 - accuracy: 0.7962
Epoch 69/100
450/450 [==============================] - 0s 860us/step - loss: 0.3995 - accuracy: 0.7962
Epoch 70/100
450/450 [==============================] - 0s 817us/step - loss: 0.3962 - accuracy: 0.8106
Epoch 71/100
450/450 [==============================] - 0s 841us/step - loss: 0.3929 - accuracy: 0.8261
Epoch 72/100
450/450 [==============================] - 0s 772us/step - loss: 0.3900 - accuracy: 0.8285
Epoch 73/100
450/450 [==============================] - 0s 881us/step - loss: 0.3871 - accuracy: 0.8317
Epoch 74/100
450/450 [==============================] - 0s 738us/step - loss: 0.3838 - accuracy: 0.8361
Epoch 75/100
450/450 [==============================] - 0s 784us/step - loss: 0.3801 - accuracy: 0.8449
Epoch 76/100
450/450 [==============================] - 0s 748us/step - loss: 0.3768 - accuracy: 0.8467
Epoch 77/100
450/450 [==============================] - 0s 737us/step - loss: 0.3741 - accuracy: 0.8512
Epoch 78/100
450/450 [==============================] - 0s 759us/step - loss: 0.3712 - accuracy: 0.8519
Epoch 79/100
450/450 [==============================] - 0s 751us/step - loss: 0.3690 - accuracy: 0.8531
Epoch 80/100
450/450 [==============================] - 0s 732us/step - loss: 0.3665 - accuracy: 0.8557
Epoch 81/100
450/450 [==============================] - 0s 821us/step - loss: 0.3654 - accuracy: 0.8554
Epoch 82/100
450/450 [==============================] - 0s 829us/step - loss: 0.3637 - accuracy: 0.8529
Epoch 83/100
450/450 [==============================] - 0s 825us/step - loss: 0.3620 - accuracy: 0.8547
Epoch 84/100
450/450 [==============================] - 0s 730us/step - loss: 0.3615 - accuracy: 0.8561
Epoch 85/100
450/450 [==============================] - 0s 734us/step - loss: 0.3594 - accuracy: 0.8569
Epoch 86/100
450/450 [==============================] - 0s 737us/step - loss: 0.3592 - accuracy: 0.8581
Epoch 87/100
450/450 [==============================] - 0s 726us/step - loss: 0.3588 - accuracy: 0.8572
Epoch 88/100
450/450 [==============================] - 0s 727us/step - loss: 0.3575 - accuracy: 0.8582
Epoch 89/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3566 - accuracy: 0.8581: 0s - loss: 0.3485 -
Epoch 90/100
450/450 [==============================] - 0s 723us/step - loss: 0.3566 - accuracy: 0.8579
Epoch 91/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3561 - accuracy: 0.8599
Epoch 92/100
450/450 [==============================] - 0s 727us/step - loss: 0.3550 - accuracy: 0.8599
Epoch 93/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3551 - accuracy: 0.8575
Epoch 94/100
450/450 [==============================] - 0s 738us/step - loss: 0.3551 - accuracy: 0.85830s - loss: 0.3561 - accu
Epoch 95/100
450/450 [==============================] - 0s 829us/step - loss: 0.3536 - accuracy: 0.8581
Epoch 96/100
450/450 [==============================] - 0s 838us/step - loss: 0.3535 - accuracy: 0.8581
Epoch 97/100
450/450 [==============================] - 0s 757us/step - loss: 0.3538 - accuracy: 0.8578
Epoch 98/100
450/450 [==============================] - 0s 724us/step - loss: 0.3528 - accuracy: 0.8578
Epoch 99/100
450/450 [==============================] - 0s 753us/step - loss: 0.3519 - accuracy: 0.8583
Epoch 100/100
450/450 [==============================] - 0s 724us/step - loss: 0.3517 - accuracy: 0.8586
Epoch 1/100
450/450 [==============================] - 0s 766us/step - loss: 0.5852 - accuracy: 0.7979
Epoch 2/100
450/450 [==============================] - 0s 766us/step - loss: 0.5160 - accuracy: 0.7986
Epoch 3/100
450/450 [==============================] - 0s 756us/step - loss: 0.5050 - accuracy: 0.7986
Epoch 4/100
450/450 [==============================] - 0s 782us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 5/100
450/450 [==============================] - 0s 771us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 6/100
450/450 [==============================] - 0s 770us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 7/100
450/450 [==============================] - 0s 779us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 8/100
450/450 [==============================] - 0s 757us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 9/100
450/450 [==============================] - 0s 788us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 10/100
450/450 [==============================] - 0s 794us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 11/100
450/450 [==============================] - 0s 765us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 12/100
450/450 [==============================] - 0s 760us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 13/100
450/450 [==============================] - 0s 786us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 14/100
450/450 [==============================] - 0s 755us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 15/100
450/450 [==============================] - 0s 772us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 16/100
450/450 [==============================] - 0s 758us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/100
450/450 [==============================] - 0s 759us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 18/100
450/450 [==============================] - 0s 780us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 19/100
450/450 [==============================] - 0s 757us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 20/100
450/450 [==============================] - 0s 764us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 21/100
450/450 [==============================] - 0s 795us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 22/100
450/450 [==============================] - 0s 748us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 23/100
450/450 [==============================] - 0s 763us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 24/100
450/450 [==============================] - 0s 794us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/100
450/450 [==============================] - 0s 751us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/100
450/450 [==============================] - 0s 755us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 27/100
450/450 [==============================] - 0s 770us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/100
450/450 [==============================] - 0s 769us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/100
450/450 [==============================] - 0s 755us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/100
450/450 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/100
450/450 [==============================] - 0s 761us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/100
450/450 [==============================] - 0s 752us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/100
450/450 [==============================] - 0s 790us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/100
450/450 [==============================] - 0s 765us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/100
450/450 [==============================] - 0s 747us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/100
450/450 [==============================] - 0s 767us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/100
450/450 [==============================] - 0s 765us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/100
450/450 [==============================] - 0s 759us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/100
450/450 [==============================] - 0s 814us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/100
450/450 [==============================] - 0s 720us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/100
450/450 [==============================] - 0s 804us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/100
450/450 [==============================] - 0s 733us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/100
450/450 [==============================] - 0s 720us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/100
450/450 [==============================] - 0s 733us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 45/100
450/450 [==============================] - 0s 723us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 46/100
450/450 [==============================] - 0s 722us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 47/100
450/450 [==============================] - 0s 735us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 48/100
450/450 [==============================] - 0s 724us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 49/100
450/450 [==============================] - 0s 722us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 50/100
450/450 [==============================] - 0s 727us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 51/100
450/450 [==============================] - 0s 721us/step - loss: 0.5020 - accuracy: 0.79860s - loss: 0.5010 - accuracy: 0.
Epoch 52/100
450/450 [==============================] - 0s 721us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 53/100
450/450 [==============================] - 0s 726us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 54/100
450/450 [==============================] - 0s 731us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 55/100
450/450 [==============================] - 0s 720us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 56/100
450/450 [==============================] - 0s 729us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 57/100
450/450 [==============================] - 0s 724us/step - loss: 0.5007 - accuracy: 0.7986
Epoch 58/100
450/450 [==============================] - 0s 742us/step - loss: 0.5002 - accuracy: 0.7986
Epoch 59/100
450/450 [==============================] - 0s 731us/step - loss: 0.4992 - accuracy: 0.7986
Epoch 60/100
450/450 [==============================] - 0s 728us/step - loss: 0.4978 - accuracy: 0.7986
Epoch 61/100
450/450 [==============================] - 0s 712us/step - loss: 0.4955 - accuracy: 0.7986
Epoch 62/100
450/450 [==============================] - 0s 905us/step - loss: 0.4918 - accuracy: 0.7986
Epoch 63/100
450/450 [==============================] - 0s 722us/step - loss: 0.4857 - accuracy: 0.7986
Epoch 64/100
450/450 [==============================] - 0s 719us/step - loss: 0.4764 - accuracy: 0.7986
Epoch 65/100
450/450 [==============================] - 0s 740us/step - loss: 0.4643 - accuracy: 0.7986
Epoch 66/100
450/450 [==============================] - 0s 725us/step - loss: 0.4517 - accuracy: 0.7986
Epoch 67/100
450/450 [==============================] - 0s 727us/step - loss: 0.4412 - accuracy: 0.7986
Epoch 68/100
450/450 [==============================] - 0s 737us/step - loss: 0.4344 - accuracy: 0.7986
Epoch 69/100
450/450 [==============================] - 0s 745us/step - loss: 0.4305 - accuracy: 0.7985
Epoch 70/100
450/450 [==============================] - 0s 724us/step - loss: 0.4287 - accuracy: 0.7997
Epoch 71/100
450/450 [==============================] - 0s 735us/step - loss: 0.4272 - accuracy: 0.7992
Epoch 72/100
450/450 [==============================] - 0s 724us/step - loss: 0.4257 - accuracy: 0.8061
Epoch 73/100
450/450 [==============================] - 0s 716us/step - loss: 0.4237 - accuracy: 0.8151
Epoch 74/100
450/450 [==============================] - 0s 737us/step - loss: 0.4209 - accuracy: 0.8228
Epoch 75/100
450/450 [==============================] - 0s 730us/step - loss: 0.4175 - accuracy: 0.8292
Epoch 76/100
450/450 [==============================] - 0s 714us/step - loss: 0.4142 - accuracy: 0.8321
Epoch 77/100
450/450 [==============================] - 0s 742us/step - loss: 0.4106 - accuracy: 0.8354
Epoch 78/100
450/450 [==============================] - 0s 731us/step - loss: 0.4067 - accuracy: 0.8374
Epoch 79/100
450/450 [==============================] - 0s 718us/step - loss: 0.4019 - accuracy: 0.8382
Epoch 80/100
450/450 [==============================] - 0s 742us/step - loss: 0.3962 - accuracy: 0.8411
Epoch 81/100
450/450 [==============================] - 0s 723us/step - loss: 0.3896 - accuracy: 0.8414
Epoch 82/100
450/450 [==============================] - 0s 719us/step - loss: 0.3823 - accuracy: 0.8462
Epoch 83/100
450/450 [==============================] - 0s 725us/step - loss: 0.3754 - accuracy: 0.8497
Epoch 84/100
450/450 [==============================] - 0s 757us/step - loss: 0.3681 - accuracy: 0.8512
Epoch 85/100
450/450 [==============================] - 0s 718us/step - loss: 0.3624 - accuracy: 0.8518
Epoch 86/100
450/450 [==============================] - 0s 738us/step - loss: 0.3579 - accuracy: 0.8543
Epoch 87/100
450/450 [==============================] - 0s 724us/step - loss: 0.3540 - accuracy: 0.8560
Epoch 88/100
450/450 [==============================] - 0s 719us/step - loss: 0.3514 - accuracy: 0.8572
Epoch 89/100
450/450 [==============================] - 0s 734us/step - loss: 0.3489 - accuracy: 0.8601
Epoch 90/100
450/450 [==============================] - 0s 760us/step - loss: 0.3478 - accuracy: 0.8600
Epoch 91/100
450/450 [==============================] - 0s 724us/step - loss: 0.3461 - accuracy: 0.8582
Epoch 92/100
450/450 [==============================] - 0s 742us/step - loss: 0.3454 - accuracy: 0.8589
Epoch 93/100
450/450 [==============================] - 0s 731us/step - loss: 0.3443 - accuracy: 0.8611
Epoch 94/100
450/450 [==============================] - 0s 732us/step - loss: 0.3438 - accuracy: 0.8608
Epoch 95/100
450/450 [==============================] - 0s 731us/step - loss: 0.3430 - accuracy: 0.8597
Epoch 96/100
450/450 [==============================] - 0s 759us/step - loss: 0.3430 - accuracy: 0.8585
Epoch 97/100
450/450 [==============================] - 0s 728us/step - loss: 0.3433 - accuracy: 0.8589
Epoch 98/100
450/450 [==============================] - 0s 736us/step - loss: 0.3428 - accuracy: 0.8610
Epoch 99/100
450/450 [==============================] - 0s 748us/step - loss: 0.3418 - accuracy: 0.8631
Epoch 100/100
450/450 [==============================] - 0s 730us/step - loss: 0.3422 - accuracy: 0.8603
Epoch 1/100
450/450 [==============================] - 0s 747us/step - loss: 0.5849 - accuracy: 0.7976
Epoch 2/100
450/450 [==============================] - 0s 756us/step - loss: 0.5163 - accuracy: 0.7978
Epoch 3/100
450/450 [==============================] - 0s 747us/step - loss: 0.5059 - accuracy: 0.7978
Epoch 4/100
450/450 [==============================] - 0s 755us/step - loss: 0.5040 - accuracy: 0.7978
Epoch 5/100
450/450 [==============================] - 0s 757us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 6/100
450/450 [==============================] - 0s 781us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 7/100
450/450 [==============================] - 0s 752us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 8/100
450/450 [==============================] - 0s 749us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 9/100
450/450 [==============================] - 0s 774us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 10/100
450/450 [==============================] - 0s 755us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 11/100
450/450 [==============================] - 0s 749us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 12/100
450/450 [==============================] - 0s 758us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 13/100
450/450 [==============================] - 0s 748us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 14/100
450/450 [==============================] - 0s 747us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 15/100
450/450 [==============================] - 0s 786us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 16/100
450/450 [==============================] - 0s 767us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 17/100
450/450 [==============================] - 0s 759us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 18/100
450/450 [==============================] - 0s 791us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 19/100
450/450 [==============================] - 0s 747us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 20/100
450/450 [==============================] - 0s 750us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 21/100
450/450 [==============================] - 0s 762us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 22/100
450/450 [==============================] - 0s 759us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 23/100
450/450 [==============================] - 0s 757us/step - loss: 0.5032 - accuracy: 0.79780s - loss: 0.5004 - accuracy:
Epoch 24/100
450/450 [==============================] - 0s 782us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 25/100
450/450 [==============================] - 0s 747us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 26/100
450/450 [==============================] - 0s 749us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 27/100
450/450 [==============================] - 0s 807us/step - loss: 0.5026 - accuracy: 0.7978
Epoch 28/100
450/450 [==============================] - 0s 750us/step - loss: 0.5024 - accuracy: 0.7978
Epoch 29/100
450/450 [==============================] - 0s 747us/step - loss: 0.5020 - accuracy: 0.7978
Epoch 30/100
450/450 [==============================] - 0s 753us/step - loss: 0.5013 - accuracy: 0.7978
Epoch 31/100
450/450 [==============================] - 0s 752us/step - loss: 0.5003 - accuracy: 0.7978
Epoch 32/100
450/450 [==============================] - 0s 757us/step - loss: 0.4988 - accuracy: 0.7978
Epoch 33/100
450/450 [==============================] - 0s 766us/step - loss: 0.4963 - accuracy: 0.7978
Epoch 34/100
450/450 [==============================] - 0s 753us/step - loss: 0.4923 - accuracy: 0.7978
Epoch 35/100
450/450 [==============================] - 0s 786us/step - loss: 0.4859 - accuracy: 0.7978
Epoch 36/100
450/450 [==============================] - 0s 749us/step - loss: 0.4766 - accuracy: 0.7978
Epoch 37/100
450/450 [==============================] - 0s 770us/step - loss: 0.4652 - accuracy: 0.7978
Epoch 38/100
450/450 [==============================] - 0s 764us/step - loss: 0.4540 - accuracy: 0.7978
Epoch 39/100
450/450 [==============================] - 0s 745us/step - loss: 0.4452 - accuracy: 0.7978
Epoch 40/100
450/450 [==============================] - 0s 755us/step - loss: 0.4390 - accuracy: 0.7978
Epoch 41/100
450/450 [==============================] - 0s 781us/step - loss: 0.4351 - accuracy: 0.7978
Epoch 42/100
450/450 [==============================] - 0s 741us/step - loss: 0.4323 - accuracy: 0.7978
Epoch 43/100
450/450 [==============================] - 0s 755us/step - loss: 0.4306 - accuracy: 0.7978
Epoch 44/100
450/450 [==============================] - 0s 823us/step - loss: 0.4295 - accuracy: 0.7978
Epoch 45/100
450/450 [==============================] - 0s 773us/step - loss: 0.4288 - accuracy: 0.7978
Epoch 46/100
450/450 [==============================] - 0s 719us/step - loss: 0.4281 - accuracy: 0.7978
Epoch 47/100
450/450 [==============================] - 0s 730us/step - loss: 0.4277 - accuracy: 0.7978
Epoch 48/100
450/450 [==============================] - 0s 707us/step - loss: 0.4273 - accuracy: 0.7978
Epoch 49/100
450/450 [==============================] - 0s 716us/step - loss: 0.4270 - accuracy: 0.7976
Epoch 50/100
450/450 [==============================] - 0s 746us/step - loss: 0.4267 - accuracy: 0.7975
Epoch 51/100
450/450 [==============================] - 0s 709us/step - loss: 0.4265 - accuracy: 0.7972
Epoch 52/100
450/450 [==============================] - 0s 744us/step - loss: 0.4263 - accuracy: 0.7967
Epoch 53/100
450/450 [==============================] - 0s 749us/step - loss: 0.4261 - accuracy: 0.7951
Epoch 54/100
450/450 [==============================] - 0s 709us/step - loss: 0.4260 - accuracy: 0.7936
Epoch 55/100
450/450 [==============================] - 0s 720us/step - loss: 0.4257 - accuracy: 0.7936
Epoch 56/100
450/450 [==============================] - 0s 753us/step - loss: 0.4256 - accuracy: 0.7933
Epoch 57/100
450/450 [==============================] - 0s 726us/step - loss: 0.4254 - accuracy: 0.7928
Epoch 58/100
450/450 [==============================] - 0s 721us/step - loss: 0.4253 - accuracy: 0.7928
Epoch 59/100
450/450 [==============================] - 0s 731us/step - loss: 0.4251 - accuracy: 0.7939
Epoch 60/100
450/450 [==============================] - 0s 704us/step - loss: 0.4249 - accuracy: 0.7950
Epoch 61/100
450/450 [==============================] - 0s 712us/step - loss: 0.4247 - accuracy: 0.7937
Epoch 62/100
450/450 [==============================] - 0s 741us/step - loss: 0.4242 - accuracy: 0.7940
Epoch 63/100
450/450 [==============================] - 0s 716us/step - loss: 0.4240 - accuracy: 0.7949
Epoch 64/100
450/450 [==============================] - 0s 714us/step - loss: 0.4234 - accuracy: 0.7928
Epoch 65/100
450/450 [==============================] - 0s 757us/step - loss: 0.4230 - accuracy: 0.7944
Epoch 66/100
450/450 [==============================] - 0s 719us/step - loss: 0.4225 - accuracy: 0.7929
Epoch 67/100
450/450 [==============================] - 0s 742us/step - loss: 0.4215 - accuracy: 0.7922
Epoch 68/100
450/450 [==============================] - 0s 712us/step - loss: 0.4203 - accuracy: 0.7933
Epoch 69/100
450/450 [==============================] - 0s 719us/step - loss: 0.4189 - accuracy: 0.7933
Epoch 70/100
450/450 [==============================] - 0s 723us/step - loss: 0.4172 - accuracy: 0.7951
Epoch 71/100
450/450 [==============================] - 0s 710us/step - loss: 0.4147 - accuracy: 0.7981
Epoch 72/100
450/450 [==============================] - 0s 737us/step - loss: 0.4121 - accuracy: 0.8007
Epoch 73/100
450/450 [==============================] - 0s 732us/step - loss: 0.4094 - accuracy: 0.7999
Epoch 74/100
450/450 [==============================] - 0s 835us/step - loss: 0.4058 - accuracy: 0.8021
Epoch 75/100
450/450 [==============================] - 0s 723us/step - loss: 0.4014 - accuracy: 0.8032
Epoch 76/100
450/450 [==============================] - 0s 717us/step - loss: 0.3961 - accuracy: 0.8044
Epoch 77/100
450/450 [==============================] - 0s 742us/step - loss: 0.3888 - accuracy: 0.8103
Epoch 78/100
450/450 [==============================] - 0s 719us/step - loss: 0.3805 - accuracy: 0.8338
Epoch 79/100
450/450 [==============================] - 0s 726us/step - loss: 0.3726 - accuracy: 0.8406
Epoch 80/100
450/450 [==============================] - 0s 733us/step - loss: 0.3671 - accuracy: 0.8479
Epoch 81/100
450/450 [==============================] - 0s 720us/step - loss: 0.3625 - accuracy: 0.8524
Epoch 82/100
450/450 [==============================] - 0s 732us/step - loss: 0.3588 - accuracy: 0.8554
Epoch 83/100
450/450 [==============================] - 0s 736us/step - loss: 0.3565 - accuracy: 0.8571
Epoch 84/100
450/450 [==============================] - 0s 723us/step - loss: 0.3547 - accuracy: 0.8565
Epoch 85/100
450/450 [==============================] - 0s 715us/step - loss: 0.3530 - accuracy: 0.8579
Epoch 86/100
450/450 [==============================] - 0s 738us/step - loss: 0.3509 - accuracy: 0.8586
Epoch 87/100
450/450 [==============================] - 0s 740us/step - loss: 0.3504 - accuracy: 0.8585
Epoch 88/100
450/450 [==============================] - 0s 713us/step - loss: 0.3490 - accuracy: 0.8583
Epoch 89/100
450/450 [==============================] - 0s 743us/step - loss: 0.3482 - accuracy: 0.8596
Epoch 90/100
450/450 [==============================] - 0s 718us/step - loss: 0.3475 - accuracy: 0.8593
Epoch 91/100
450/450 [==============================] - 0s 713us/step - loss: 0.3464 - accuracy: 0.8606
Epoch 92/100
450/450 [==============================] - 0s 731us/step - loss: 0.3463 - accuracy: 0.8592
Epoch 93/100
450/450 [==============================] - 0s 715us/step - loss: 0.3456 - accuracy: 0.8601
Epoch 94/100
450/450 [==============================] - 0s 712us/step - loss: 0.3447 - accuracy: 0.8612
Epoch 95/100
450/450 [==============================] - 0s 735us/step - loss: 0.3444 - accuracy: 0.8611
Epoch 96/100
450/450 [==============================] - 0s 719us/step - loss: 0.3435 - accuracy: 0.8610
Epoch 97/100
450/450 [==============================] - 0s 713us/step - loss: 0.3435 - accuracy: 0.8615
Epoch 98/100
450/450 [==============================] - 0s 712us/step - loss: 0.3421 - accuracy: 0.8617
Epoch 99/100
450/450 [==============================] - 0s 741us/step - loss: 0.3418 - accuracy: 0.8615
Epoch 100/100
450/450 [==============================] - 0s 717us/step - loss: 0.3412 - accuracy: 0.8610
Epoch 1/100
450/450 [==============================] - 0s 745us/step - loss: 0.5880 - accuracy: 0.7933
Epoch 2/100
450/450 [==============================] - 0s 746us/step - loss: 0.5212 - accuracy: 0.7940
Epoch 3/100
450/450 [==============================] - 0s 784us/step - loss: 0.5111 - accuracy: 0.7940
Epoch 4/100
450/450 [==============================] - 0s 758us/step - loss: 0.5092 - accuracy: 0.7940
Epoch 5/100
450/450 [==============================] - 0s 759us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 6/100
450/450 [==============================] - 0s 765us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 7/100
450/450 [==============================] - 0s 748us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 8/100
450/450 [==============================] - 0s 753us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 9/100
450/450 [==============================] - 0s 777us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 10/100
450/450 [==============================] - 0s 762us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 11/100
450/450 [==============================] - 0s 750us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 12/100
450/450 [==============================] - 0s 825us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 13/100
450/450 [==============================] - 0s 826us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 14/100
450/450 [==============================] - 0s 725us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 15/100
450/450 [==============================] - 0s 735us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 16/100
450/450 [==============================] - 0s 725us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 17/100
450/450 [==============================] - 0s 723us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 18/100
450/450 [==============================] - 0s 837us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 19/100
450/450 [==============================] - 0s 717us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 20/100
450/450 [==============================] - 0s 718us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 21/100
450/450 [==============================] - 0s 759us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 22/100
450/450 [==============================] - 0s 711us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 23/100
450/450 [==============================] - 0s 717us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 24/100
450/450 [==============================] - 0s 745us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 25/100
450/450 [==============================] - 0s 715us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 26/100
450/450 [==============================] - 0s 716us/step - loss: 0.5080 - accuracy: 0.7940
Epoch 27/100
450/450 [==============================] - 0s 742us/step - loss: 0.5078 - accuracy: 0.7940
Epoch 28/100
450/450 [==============================] - 0s 716us/step - loss: 0.5076 - accuracy: 0.7940
Epoch 29/100
450/450 [==============================] - 0s 720us/step - loss: 0.5073 - accuracy: 0.7940
Epoch 30/100
450/450 [==============================] - 0s 751us/step - loss: 0.5069 - accuracy: 0.7940
Epoch 31/100
450/450 [==============================] - 0s 733us/step - loss: 0.5062 - accuracy: 0.7940
Epoch 32/100
450/450 [==============================] - 0s 712us/step - loss: 0.5052 - accuracy: 0.7940
Epoch 33/100
450/450 [==============================] - 0s 733us/step - loss: 0.5037 - accuracy: 0.7940
Epoch 34/100
450/450 [==============================] - 0s 726us/step - loss: 0.5011 - accuracy: 0.7940
Epoch 35/100
450/450 [==============================] - 0s 721us/step - loss: 0.4966 - accuracy: 0.7940
Epoch 36/100
450/450 [==============================] - 0s 752us/step - loss: 0.4887 - accuracy: 0.7940
Epoch 37/100
450/450 [==============================] - 0s 715us/step - loss: 0.4759 - accuracy: 0.7942
Epoch 38/100
450/450 [==============================] - 0s 713us/step - loss: 0.4608 - accuracy: 0.7929
Epoch 39/100
450/450 [==============================] - 0s 777us/step - loss: 0.4496 - accuracy: 0.7950
Epoch 40/100
450/450 [==============================] - 0s 710us/step - loss: 0.4435 - accuracy: 0.7994
Epoch 41/100
450/450 [==============================] - 0s 734us/step - loss: 0.4404 - accuracy: 0.8039
Epoch 42/100
450/450 [==============================] - 0s 729us/step - loss: 0.4382 - accuracy: 0.8056
Epoch 43/100
450/450 [==============================] - 0s 715us/step - loss: 0.4366 - accuracy: 0.8067
Epoch 44/100
450/450 [==============================] - 0s 729us/step - loss: 0.4345 - accuracy: 0.8089
Epoch 45/100
450/450 [==============================] - 0s 734us/step - loss: 0.4325 - accuracy: 0.8104
Epoch 46/100
450/450 [==============================] - 0s 726us/step - loss: 0.4296 - accuracy: 0.8100
Epoch 47/100
450/450 [==============================] - 0s 715us/step - loss: 0.4257 - accuracy: 0.8108
Epoch 48/100
450/450 [==============================] - 0s 738us/step - loss: 0.4200 - accuracy: 0.8174
Epoch 49/100
450/450 [==============================] - 0s 717us/step - loss: 0.4121 - accuracy: 0.8221
Epoch 50/100
450/450 [==============================] - 0s 712us/step - loss: 0.4020 - accuracy: 0.8292
Epoch 51/100
450/450 [==============================] - 0s 743us/step - loss: 0.3906 - accuracy: 0.8382
Epoch 52/100
450/450 [==============================] - 0s 715us/step - loss: 0.3800 - accuracy: 0.8429
Epoch 53/100
450/450 [==============================] - 0s 720us/step - loss: 0.3714 - accuracy: 0.8503
Epoch 54/100
450/450 [==============================] - 0s 748us/step - loss: 0.3653 - accuracy: 0.8535
Epoch 55/100
450/450 [==============================] - 0s 807us/step - loss: 0.3610 - accuracy: 0.8557
Epoch 56/100
450/450 [==============================] - 0s 757us/step - loss: 0.3591 - accuracy: 0.8568
Epoch 57/100
450/450 [==============================] - 0s 740us/step - loss: 0.3574 - accuracy: 0.8579
Epoch 58/100
450/450 [==============================] - 0s 739us/step - loss: 0.3564 - accuracy: 0.8560
Epoch 59/100
450/450 [==============================] - 0s 748us/step - loss: 0.3553 - accuracy: 0.8578
Epoch 60/100
450/450 [==============================] - 0s 735us/step - loss: 0.3547 - accuracy: 0.8564
Epoch 61/100
450/450 [==============================] - 0s 841us/step - loss: 0.3538 - accuracy: 0.8587
Epoch 62/100
450/450 [==============================] - 0s 801us/step - loss: 0.3538 - accuracy: 0.8572
Epoch 63/100
450/450 [==============================] - 0s 743us/step - loss: 0.3529 - accuracy: 0.8589
Epoch 64/100
450/450 [==============================] - 0s 711us/step - loss: 0.3531 - accuracy: 0.8585
Epoch 65/100
450/450 [==============================] - 0s 714us/step - loss: 0.3529 - accuracy: 0.8576
Epoch 66/100
450/450 [==============================] - 0s 751us/step - loss: 0.3530 - accuracy: 0.8567
Epoch 67/100
450/450 [==============================] - 0s 712us/step - loss: 0.3526 - accuracy: 0.8576
Epoch 68/100
450/450 [==============================] - 0s 717us/step - loss: 0.3525 - accuracy: 0.8574
Epoch 69/100
450/450 [==============================] - 0s 755us/step - loss: 0.3522 - accuracy: 0.8587
Epoch 70/100
450/450 [==============================] - 0s 715us/step - loss: 0.3518 - accuracy: 0.8572
Epoch 71/100
450/450 [==============================] - 0s 732us/step - loss: 0.3522 - accuracy: 0.8578
Epoch 72/100
450/450 [==============================] - 0s 738us/step - loss: 0.3518 - accuracy: 0.8582
Epoch 73/100
450/450 [==============================] - 0s 709us/step - loss: 0.3521 - accuracy: 0.8581
Epoch 74/100
450/450 [==============================] - 0s 726us/step - loss: 0.3519 - accuracy: 0.8579
Epoch 75/100
450/450 [==============================] - 0s 744us/step - loss: 0.3513 - accuracy: 0.8586
Epoch 76/100
450/450 [==============================] - 0s 727us/step - loss: 0.3517 - accuracy: 0.8589
Epoch 77/100
450/450 [==============================] - 0s 773us/step - loss: 0.3514 - accuracy: 0.8590
Epoch 78/100
450/450 [==============================] - 0s 771us/step - loss: 0.3505 - accuracy: 0.8596
Epoch 79/100
450/450 [==============================] - 0s 715us/step - loss: 0.3507 - accuracy: 0.8581
Epoch 80/100
450/450 [==============================] - 0s 719us/step - loss: 0.3511 - accuracy: 0.8581
Epoch 81/100
450/450 [==============================] - 0s 732us/step - loss: 0.3510 - accuracy: 0.8590
Epoch 82/100
450/450 [==============================] - 0s 708us/step - loss: 0.3503 - accuracy: 0.8592
Epoch 83/100
450/450 [==============================] - 0s 719us/step - loss: 0.3503 - accuracy: 0.8567
Epoch 84/100
450/450 [==============================] - 0s 745us/step - loss: 0.3499 - accuracy: 0.8586
Epoch 85/100
450/450 [==============================] - 0s 714us/step - loss: 0.3497 - accuracy: 0.8582
Epoch 86/100
450/450 [==============================] - 0s 717us/step - loss: 0.3495 - accuracy: 0.8571
Epoch 87/100
450/450 [==============================] - 0s 742us/step - loss: 0.3490 - accuracy: 0.8594
Epoch 88/100
450/450 [==============================] - 0s 711us/step - loss: 0.3489 - accuracy: 0.8590
Epoch 89/100
450/450 [==============================] - 0s 722us/step - loss: 0.3484 - accuracy: 0.8576
Epoch 90/100
450/450 [==============================] - 0s 740us/step - loss: 0.3481 - accuracy: 0.8596
Epoch 91/100
450/450 [==============================] - 0s 715us/step - loss: 0.3475 - accuracy: 0.8596
Epoch 92/100
450/450 [==============================] - 0s 721us/step - loss: 0.3471 - accuracy: 0.8590
Epoch 93/100
450/450 [==============================] - 0s 725us/step - loss: 0.3464 - accuracy: 0.8583
Epoch 94/100
450/450 [==============================] - 0s 723us/step - loss: 0.3465 - accuracy: 0.8578
Epoch 95/100
450/450 [==============================] - 0s 716us/step - loss: 0.3460 - accuracy: 0.8593
Epoch 96/100
450/450 [==============================] - 0s 734us/step - loss: 0.3458 - accuracy: 0.8596
Epoch 97/100
450/450 [==============================] - 0s 720us/step - loss: 0.3451 - accuracy: 0.8608
Epoch 98/100
450/450 [==============================] - 0s 714us/step - loss: 0.3446 - accuracy: 0.8597
Epoch 99/100
450/450 [==============================] - 0s 740us/step - loss: 0.3437 - accuracy: 0.8592
Epoch 100/100
450/450 [==============================] - 0s 717us/step - loss: 0.3441 - accuracy: 0.8611
Epoch 1/100
450/450 [==============================] - 0s 761us/step - loss: 0.5864 - accuracy: 0.7958
Epoch 2/100
450/450 [==============================] - 0s 753us/step - loss: 0.5185 - accuracy: 0.7960
Epoch 3/100
450/450 [==============================] - 0s 756us/step - loss: 0.5083 - accuracy: 0.7960
Epoch 4/100
450/450 [==============================] - 0s 754us/step - loss: 0.5065 - accuracy: 0.7960
Epoch 5/100
450/450 [==============================] - 0s 776us/step - loss: 0.5061 - accuracy: 0.7960
Epoch 6/100
450/450 [==============================] - 0s 759us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 7/100
450/450 [==============================] - 0s 787us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 8/100
450/450 [==============================] - 0s 754us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 9/100
450/450 [==============================] - 0s 751us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 10/100
450/450 [==============================] - 0s 780us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 11/100
450/450 [==============================] - 0s 749us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 12/100
450/450 [==============================] - 1s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 13/100
450/450 [==============================] - 0s 920us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 14/100
450/450 [==============================] - 0s 893us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 15/100
450/450 [==============================] - 0s 837us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 16/100
450/450 [==============================] - 0s 852us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 17/100
450/450 [==============================] - 0s 804us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 18/100
450/450 [==============================] - 0s 775us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 19/100
450/450 [==============================] - 0s 783us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 20/100
450/450 [==============================] - 0s 756us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 21/100
450/450 [==============================] - 0s 813us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 22/100
450/450 [==============================] - 0s 760us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 23/100
450/450 [==============================] - 0s 729us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 24/100
450/450 [==============================] - 0s 728us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 25/100
450/450 [==============================] - 0s 748us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 26/100
450/450 [==============================] - 0s 725us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 27/100
450/450 [==============================] - 0s 762us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 28/100
450/450 [==============================] - 0s 758us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 29/100
450/450 [==============================] - 0s 850us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 30/100
450/450 [==============================] - 0s 825us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 31/100
450/450 [==============================] - 0s 735us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 32/100
450/450 [==============================] - 0s 734us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 33/100
450/450 [==============================] - 0s 724us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 34/100
450/450 [==============================] - 0s 729us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 35/100
450/450 [==============================] - 0s 744us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 36/100
450/450 [==============================] - 0s 997us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 37/100
450/450 [==============================] - 0s 747us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 38/100
450/450 [==============================] - 0s 954us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 39/100
450/450 [==============================] - 0s 721us/step - loss: 0.5052 - accuracy: 0.7960
Epoch 40/100
450/450 [==============================] - 0s 801us/step - loss: 0.5049 - accuracy: 0.7960
Epoch 41/100
450/450 [==============================] - 0s 719us/step - loss: 0.5046 - accuracy: 0.7960
Epoch 42/100
450/450 [==============================] - 0s 768us/step - loss: 0.5041 - accuracy: 0.7960
Epoch 43/100
450/450 [==============================] - 0s 830us/step - loss: 0.5035 - accuracy: 0.7960
Epoch 44/100
450/450 [==============================] - 0s 824us/step - loss: 0.5025 - accuracy: 0.7960
Epoch 45/100
450/450 [==============================] - 0s 743us/step - loss: 0.5009 - accuracy: 0.7960
Epoch 46/100
450/450 [==============================] - 0s 754us/step - loss: 0.4984 - accuracy: 0.7960
Epoch 47/100
450/450 [==============================] - 0s 724us/step - loss: 0.4945 - accuracy: 0.7960
Epoch 48/100
450/450 [==============================] - 0s 754us/step - loss: 0.4880 - accuracy: 0.7960
Epoch 49/100
450/450 [==============================] - 0s 733us/step - loss: 0.4778 - accuracy: 0.7960
Epoch 50/100
450/450 [==============================] - 0s 718us/step - loss: 0.4636 - accuracy: 0.7960
Epoch 51/100
450/450 [==============================] - 0s 744us/step - loss: 0.4476 - accuracy: 0.7960
Epoch 52/100
450/450 [==============================] - 0s 741us/step - loss: 0.4344 - accuracy: 0.7957
Epoch 53/100
450/450 [==============================] - 0s 722us/step - loss: 0.4261 - accuracy: 0.7969
Epoch 54/100
450/450 [==============================] - 0s 723us/step - loss: 0.4193 - accuracy: 0.8024
Epoch 55/100
450/450 [==============================] - 0s 750us/step - loss: 0.4117 - accuracy: 0.8125
Epoch 56/100
450/450 [==============================] - 0s 718us/step - loss: 0.4023 - accuracy: 0.8226
Epoch 57/100
450/450 [==============================] - 0s 730us/step - loss: 0.3916 - accuracy: 0.8351
Epoch 58/100
450/450 [==============================] - 0s 742us/step - loss: 0.3818 - accuracy: 0.8419
Epoch 59/100
450/450 [==============================] - 0s 718us/step - loss: 0.3736 - accuracy: 0.8478
Epoch 60/100
450/450 [==============================] - 0s 727us/step - loss: 0.3678 - accuracy: 0.8533
Epoch 61/100
450/450 [==============================] - 0s 763us/step - loss: 0.3633 - accuracy: 0.8544
Epoch 62/100
450/450 [==============================] - 0s 724us/step - loss: 0.3592 - accuracy: 0.8542
Epoch 63/100
450/450 [==============================] - 0s 725us/step - loss: 0.3567 - accuracy: 0.8569
Epoch 64/100
450/450 [==============================] - 0s 758us/step - loss: 0.3539 - accuracy: 0.8587
Epoch 65/100
450/450 [==============================] - 0s 723us/step - loss: 0.3532 - accuracy: 0.8585
Epoch 66/100
450/450 [==============================] - 0s 723us/step - loss: 0.3523 - accuracy: 0.8594
Epoch 67/100
450/450 [==============================] - 0s 763us/step - loss: 0.3514 - accuracy: 0.8590
Epoch 68/100
450/450 [==============================] - 0s 723us/step - loss: 0.3508 - accuracy: 0.8576
Epoch 69/100
450/450 [==============================] - 0s 724us/step - loss: 0.3501 - accuracy: 0.8589
Epoch 70/100
450/450 [==============================] - 0s 751us/step - loss: 0.3496 - accuracy: 0.8586
Epoch 71/100
450/450 [==============================] - 0s 727us/step - loss: 0.3501 - accuracy: 0.8590
Epoch 72/100
450/450 [==============================] - 0s 728us/step - loss: 0.3491 - accuracy: 0.8585
Epoch 73/100
450/450 [==============================] - 0s 884us/step - loss: 0.3500 - accuracy: 0.8599
Epoch 74/100
450/450 [==============================] - 0s 726us/step - loss: 0.3486 - accuracy: 0.8568
Epoch 75/100
450/450 [==============================] - 0s 721us/step - loss: 0.3490 - accuracy: 0.8560
Epoch 76/100
450/450 [==============================] - 0s 741us/step - loss: 0.3492 - accuracy: 0.8594
Epoch 77/100
450/450 [==============================] - 0s 721us/step - loss: 0.3490 - accuracy: 0.8568
Epoch 78/100
450/450 [==============================] - 0s 733us/step - loss: 0.3489 - accuracy: 0.8579
Epoch 79/100
450/450 [==============================] - 0s 729us/step - loss: 0.3486 - accuracy: 0.8593
Epoch 80/100
450/450 [==============================] - 0s 732us/step - loss: 0.3485 - accuracy: 0.8583
Epoch 81/100
450/450 [==============================] - 0s 728us/step - loss: 0.3483 - accuracy: 0.8592
Epoch 82/100
450/450 [==============================] - 0s 746us/step - loss: 0.3481 - accuracy: 0.8575
Epoch 83/100
450/450 [==============================] - 0s 720us/step - loss: 0.3484 - accuracy: 0.8596
Epoch 84/100
450/450 [==============================] - 0s 721us/step - loss: 0.3475 - accuracy: 0.8582
Epoch 85/100
450/450 [==============================] - 0s 744us/step - loss: 0.3477 - accuracy: 0.8597
Epoch 86/100
450/450 [==============================] - 0s 721us/step - loss: 0.3478 - accuracy: 0.8571
Epoch 87/100
450/450 [==============================] - 0s 728us/step - loss: 0.3482 - accuracy: 0.8593
Epoch 88/100
450/450 [==============================] - 0s 748us/step - loss: 0.3466 - accuracy: 0.8583
Epoch 89/100
450/450 [==============================] - 0s 718us/step - loss: 0.3475 - accuracy: 0.8597
Epoch 90/100
450/450 [==============================] - 0s 729us/step - loss: 0.3471 - accuracy: 0.8581
Epoch 91/100
450/450 [==============================] - 0s 759us/step - loss: 0.3478 - accuracy: 0.8579
Epoch 92/100
450/450 [==============================] - 0s 720us/step - loss: 0.3478 - accuracy: 0.8593
Epoch 93/100
450/450 [==============================] - 0s 730us/step - loss: 0.3472 - accuracy: 0.8589
Epoch 94/100
450/450 [==============================] - 0s 844us/step - loss: 0.3475 - accuracy: 0.8581
Epoch 95/100
450/450 [==============================] - 0s 715us/step - loss: 0.3473 - accuracy: 0.8590
Epoch 96/100
450/450 [==============================] - 0s 724us/step - loss: 0.3468 - accuracy: 0.8585
Epoch 97/100
450/450 [==============================] - 0s 745us/step - loss: 0.3463 - accuracy: 0.8579
Epoch 98/100
450/450 [==============================] - 0s 714us/step - loss: 0.3465 - accuracy: 0.8574
Epoch 99/100
450/450 [==============================] - 0s 728us/step - loss: 0.3472 - accuracy: 0.8585
Epoch 100/100
450/450 [==============================] - 0s 733us/step - loss: 0.3459 - accuracy: 0.8578
Epoch 1/100
450/450 [==============================] - 0s 748us/step - loss: 0.5869 - accuracy: 0.7937
Epoch 2/100
450/450 [==============================] - 0s 791us/step - loss: 0.5197 - accuracy: 0.7953
Epoch 3/100
450/450 [==============================] - 0s 752us/step - loss: 0.5094 - accuracy: 0.7953
Epoch 4/100
450/450 [==============================] - 0s 777us/step - loss: 0.5074 - accuracy: 0.7953
Epoch 5/100
450/450 [==============================] - 0s 766us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 6/100
450/450 [==============================] - 0s 752us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 7/100
450/450 [==============================] - 0s 765us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 8/100
450/450 [==============================] - 0s 777us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 9/100
450/450 [==============================] - 0s 773us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 10/100
450/450 [==============================] - 0s 764us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 11/100
450/450 [==============================] - 0s 750us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 12/100
450/450 [==============================] - 0s 754us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 13/100
450/450 [==============================] - 0s 761us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 14/100
450/450 [==============================] - 0s 756us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 15/100
450/450 [==============================] - 0s 762us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 16/100
450/450 [==============================] - 0s 767us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 17/100
450/450 [==============================] - 0s 755us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 18/100
450/450 [==============================] - 0s 762us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 19/100
450/450 [==============================] - 0s 777us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 20/100
450/450 [==============================] - 0s 773us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 21/100
450/450 [==============================] - 0s 759us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 22/100
450/450 [==============================] - 0s 776us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 23/100
450/450 [==============================] - 0s 746us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 24/100
450/450 [==============================] - 0s 758us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 25/100
450/450 [==============================] - 0s 764us/step - loss: 0.5069 - accuracy: 0.79530s - loss: 0.4995 - accuracy:
Epoch 26/100
450/450 [==============================] - 0s 751us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 27/100
450/450 [==============================] - 0s 758us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 28/100
450/450 [==============================] - 0s 790us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 29/100
450/450 [==============================] - 0s 752us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 30/100
450/450 [==============================] - 0s 780us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 31/100
450/450 [==============================] - 0s 758us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 32/100
450/450 [==============================] - 0s 750us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 33/100
450/450 [==============================] - 0s 764us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 34/100
450/450 [==============================] - 0s 769us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 35/100
450/450 [==============================] - 0s 758us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 36/100
450/450 [==============================] - 0s 780us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 37/100
450/450 [==============================] - 0s 759us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 38/100
450/450 [==============================] - 0s 754us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 39/100
450/450 [==============================] - 0s 774us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 40/100
450/450 [==============================] - 0s 763us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 41/100
450/450 [==============================] - 0s 753us/step - loss: 0.5062 - accuracy: 0.7953
Epoch 42/100
450/450 [==============================] - 0s 836us/step - loss: 0.5060 - accuracy: 0.7953
Epoch 43/100
450/450 [==============================] - 0s 793us/step - loss: 0.5058 - accuracy: 0.7953
Epoch 44/100
450/450 [==============================] - 0s 807us/step - loss: 0.5054 - accuracy: 0.7953
Epoch 45/100
450/450 [==============================] - 0s 841us/step - loss: 0.5048 - accuracy: 0.7953
Epoch 46/100
450/450 [==============================] - 0s 767us/step - loss: 0.5040 - accuracy: 0.7953
Epoch 47/100
450/450 [==============================] - 0s 801us/step - loss: 0.5028 - accuracy: 0.7953
Epoch 48/100
450/450 [==============================] - 0s 794us/step - loss: 0.5008 - accuracy: 0.7953
Epoch 49/100
450/450 [==============================] - 0s 767us/step - loss: 0.4976 - accuracy: 0.7953
Epoch 50/100
450/450 [==============================] - 0s 772us/step - loss: 0.4924 - accuracy: 0.7953
Epoch 51/100
450/450 [==============================] - 0s 781us/step - loss: 0.4845 - accuracy: 0.7953
Epoch 52/100
450/450 [==============================] - 0s 758us/step - loss: 0.4733 - accuracy: 0.7953
Epoch 53/100
450/450 [==============================] - 0s 782us/step - loss: 0.4602 - accuracy: 0.7953
Epoch 54/100
450/450 [==============================] - 0s 754us/step - loss: 0.4481 - accuracy: 0.7953
Epoch 55/100
450/450 [==============================] - 0s 751us/step - loss: 0.4396 - accuracy: 0.7953
Epoch 56/100
450/450 [==============================] - 0s 777us/step - loss: 0.4350 - accuracy: 0.7951
Epoch 57/100
450/450 [==============================] - 0s 757us/step - loss: 0.4327 - accuracy: 0.7940
Epoch 58/100
450/450 [==============================] - 0s 754us/step - loss: 0.4312 - accuracy: 0.7951
Epoch 59/100
450/450 [==============================] - 0s 764us/step - loss: 0.4298 - accuracy: 0.7978
Epoch 60/100
450/450 [==============================] - 0s 755us/step - loss: 0.4276 - accuracy: 0.8043
Epoch 61/100
450/450 [==============================] - 0s 753us/step - loss: 0.4245 - accuracy: 0.8119
Epoch 62/100
450/450 [==============================] - 0s 787us/step - loss: 0.4197 - accuracy: 0.8219
Epoch 63/100
450/450 [==============================] - 0s 750us/step - loss: 0.4127 - accuracy: 0.8290
Epoch 64/100
450/450 [==============================] - 0s 753us/step - loss: 0.4050 - accuracy: 0.8346
Epoch 65/100
450/450 [==============================] - 0s 794us/step - loss: 0.3967 - accuracy: 0.83930s - loss: 0.3967 - accuracy: 0.83
Epoch 66/100
450/450 [==============================] - 0s 750us/step - loss: 0.3881 - accuracy: 0.8431
Epoch 67/100
450/450 [==============================] - 0s 751us/step - loss: 0.3794 - accuracy: 0.8458
Epoch 68/100
450/450 [==============================] - 0s 771us/step - loss: 0.3714 - accuracy: 0.8501
Epoch 69/100
450/450 [==============================] - 0s 754us/step - loss: 0.3649 - accuracy: 0.8532
Epoch 70/100
450/450 [==============================] - 0s 772us/step - loss: 0.3595 - accuracy: 0.85710s - loss: 0.3595 - accuracy: 0.85
Epoch 71/100
450/450 [==============================] - 0s 762us/step - loss: 0.3553 - accuracy: 0.8576
Epoch 72/100
450/450 [==============================] - 0s 767us/step - loss: 0.3527 - accuracy: 0.8567
Epoch 73/100
450/450 [==============================] - 0s 834us/step - loss: 0.3508 - accuracy: 0.8575
Epoch 74/100
450/450 [==============================] - 0s 723us/step - loss: 0.3494 - accuracy: 0.8585
Epoch 75/100
450/450 [==============================] - 0s 725us/step - loss: 0.3482 - accuracy: 0.8583
Epoch 76/100
450/450 [==============================] - 0s 730us/step - loss: 0.3470 - accuracy: 0.8619
Epoch 77/100
450/450 [==============================] - 0s 738us/step - loss: 0.3471 - accuracy: 0.8592
Epoch 78/100
450/450 [==============================] - 0s 719us/step - loss: 0.3470 - accuracy: 0.8596
Epoch 79/100
450/450 [==============================] - 0s 740us/step - loss: 0.3463 - accuracy: 0.8596
Epoch 80/100
450/450 [==============================] - 0s 716us/step - loss: 0.3463 - accuracy: 0.8604
Epoch 81/100
450/450 [==============================] - 0s 722us/step - loss: 0.3452 - accuracy: 0.8576
Epoch 82/100
450/450 [==============================] - 0s 827us/step - loss: 0.3453 - accuracy: 0.8568
Epoch 83/100
450/450 [==============================] - 0s 725us/step - loss: 0.3449 - accuracy: 0.8607
Epoch 84/100
450/450 [==============================] - 0s 719us/step - loss: 0.3453 - accuracy: 0.8600
Epoch 85/100
450/450 [==============================] - 0s 742us/step - loss: 0.3449 - accuracy: 0.8599
Epoch 86/100
450/450 [==============================] - 0s 719us/step - loss: 0.3451 - accuracy: 0.8604
Epoch 87/100
450/450 [==============================] - 0s 721us/step - loss: 0.3446 - accuracy: 0.8581
Epoch 88/100
450/450 [==============================] - 0s 738us/step - loss: 0.3436 - accuracy: 0.8579
Epoch 89/100
450/450 [==============================] - 0s 719us/step - loss: 0.3441 - accuracy: 0.8589
Epoch 90/100
450/450 [==============================] - 0s 721us/step - loss: 0.3444 - accuracy: 0.8582
Epoch 91/100
450/450 [==============================] - 0s 737us/step - loss: 0.3436 - accuracy: 0.8583
Epoch 92/100
450/450 [==============================] - 0s 724us/step - loss: 0.3439 - accuracy: 0.8581
Epoch 93/100
450/450 [==============================] - 0s 719us/step - loss: 0.3427 - accuracy: 0.8618
Epoch 94/100
450/450 [==============================] - 0s 727us/step - loss: 0.3425 - accuracy: 0.8599
Epoch 95/100
450/450 [==============================] - 0s 727us/step - loss: 0.3425 - accuracy: 0.8600
Epoch 96/100
450/450 [==============================] - 0s 725us/step - loss: 0.3429 - accuracy: 0.8615
Epoch 97/100
450/450 [==============================] - 0s 744us/step - loss: 0.3426 - accuracy: 0.8583
Epoch 98/100
450/450 [==============================] - 0s 727us/step - loss: 0.3425 - accuracy: 0.8579
Epoch 99/100
450/450 [==============================] - 0s 719us/step - loss: 0.3421 - accuracy: 0.8593
Epoch 100/100
450/450 [==============================] - 0s 740us/step - loss: 0.3422 - accuracy: 0.8572
Epoch 1/100
450/450 [==============================] - 0s 762us/step - loss: 0.5850 - accuracy: 0.7965
Epoch 2/100
450/450 [==============================] - 0s 768us/step - loss: 0.5166 - accuracy: 0.7974
Epoch 3/100
450/450 [==============================] - 0s 760us/step - loss: 0.5065 - accuracy: 0.7974
Epoch 4/100
450/450 [==============================] - 0s 761us/step - loss: 0.5045 - accuracy: 0.7974
Epoch 5/100
450/450 [==============================] - 0s 760us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 6/100
450/450 [==============================] - 0s 778us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 7/100
450/450 [==============================] - 0s 763us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 8/100
450/450 [==============================] - 0s 780us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 9/100
450/450 [==============================] - 0s 756us/step - loss: 0.5041 - accuracy: 0.79740s - loss: 0.4981 - accu
Epoch 10/100
450/450 [==============================] - 0s 750us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 11/100
450/450 [==============================] - 0s 791us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 12/100
450/450 [==============================] - 0s 790us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 13/100
450/450 [==============================] - 0s 752us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 14/100
450/450 [==============================] - 0s 773us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 15/100
450/450 [==============================] - 0s 744us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 16/100
450/450 [==============================] - 0s 796us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 17/100
450/450 [==============================] - 0s 763us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 18/100
450/450 [==============================] - 0s 747us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 19/100
450/450 [==============================] - 0s 765us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 20/100
450/450 [==============================] - 0s 791us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 21/100
450/450 [==============================] - 0s 745us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 22/100
450/450 [==============================] - 0s 769us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 23/100
450/450 [==============================] - 0s 755us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 24/100
450/450 [==============================] - 0s 745us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 25/100
450/450 [==============================] - 0s 756us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 26/100
450/450 [==============================] - 0s 803us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 27/100
450/450 [==============================] - 0s 758us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 28/100
450/450 [==============================] - 0s 778us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 29/100
450/450 [==============================] - 0s 783us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 30/100
450/450 [==============================] - 0s 779us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 31/100
450/450 [==============================] - 0s 759us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 32/100
450/450 [==============================] - 0s 772us/step - loss: 0.5033 - accuracy: 0.7974
Epoch 33/100
450/450 [==============================] - 0s 766us/step - loss: 0.5031 - accuracy: 0.7974
Epoch 34/100
450/450 [==============================] - 0s 776us/step - loss: 0.5028 - accuracy: 0.7974
Epoch 35/100
450/450 [==============================] - 0s 778us/step - loss: 0.5023 - accuracy: 0.7974
Epoch 36/100
450/450 [==============================] - 0s 753us/step - loss: 0.5017 - accuracy: 0.7974
Epoch 37/100
450/450 [==============================] - 0s 787us/step - loss: 0.5008 - accuracy: 0.7974
Epoch 38/100
450/450 [==============================] - 0s 761us/step - loss: 0.4994 - accuracy: 0.7974
Epoch 39/100
450/450 [==============================] - 0s 804us/step - loss: 0.4971 - accuracy: 0.7974
Epoch 40/100
450/450 [==============================] - 0s 798us/step - loss: 0.4936 - accuracy: 0.7974
Epoch 41/100
450/450 [==============================] - 0s 713us/step - loss: 0.4878 - accuracy: 0.7974
Epoch 42/100
450/450 [==============================] - 0s 717us/step - loss: 0.4785 - accuracy: 0.7974
Epoch 43/100
450/450 [==============================] - 0s 737us/step - loss: 0.4646 - accuracy: 0.7974
Epoch 44/100
450/450 [==============================] - 0s 719us/step - loss: 0.4483 - accuracy: 0.7974
Epoch 45/100
450/450 [==============================] - 0s 724us/step - loss: 0.4351 - accuracy: 0.7960
Epoch 46/100
450/450 [==============================] - 0s 737us/step - loss: 0.4282 - accuracy: 0.7989
Epoch 47/100
450/450 [==============================] - 0s 713us/step - loss: 0.4242 - accuracy: 0.8042
Epoch 48/100
450/450 [==============================] - 0s 723us/step - loss: 0.4208 - accuracy: 0.8107
Epoch 49/100
450/450 [==============================] - 0s 737us/step - loss: 0.4166 - accuracy: 0.8185
Epoch 50/100
450/450 [==============================] - 0s 719us/step - loss: 0.4113 - accuracy: 0.8247
Epoch 51/100
450/450 [==============================] - 0s 728us/step - loss: 0.4043 - accuracy: 0.8307
Epoch 52/100
450/450 [==============================] - 0s 726us/step - loss: 0.3961 - accuracy: 0.8360
Epoch 53/100
450/450 [==============================] - 0s 727us/step - loss: 0.3874 - accuracy: 0.8411
Epoch 54/100
450/450 [==============================] - 0s 715us/step - loss: 0.3792 - accuracy: 0.8449
Epoch 55/100
450/450 [==============================] - 0s 747us/step - loss: 0.3722 - accuracy: 0.8496
Epoch 56/100
450/450 [==============================] - 0s 715us/step - loss: 0.3661 - accuracy: 0.8526
Epoch 57/100
450/450 [==============================] - 0s 727us/step - loss: 0.3610 - accuracy: 0.8546
Epoch 58/100
450/450 [==============================] - 0s 764us/step - loss: 0.3575 - accuracy: 0.8549
Epoch 59/100
450/450 [==============================] - 0s 713us/step - loss: 0.3549 - accuracy: 0.8554
Epoch 60/100
450/450 [==============================] - 0s 718us/step - loss: 0.3521 - accuracy: 0.8583
Epoch 61/100
450/450 [==============================] - 0s 738us/step - loss: 0.3504 - accuracy: 0.8581
Epoch 62/100
450/450 [==============================] - 0s 715us/step - loss: 0.3486 - accuracy: 0.8604
Epoch 63/100
450/450 [==============================] - 0s 715us/step - loss: 0.3485 - accuracy: 0.8615
Epoch 64/100
450/450 [==============================] - 0s 732us/step - loss: 0.3477 - accuracy: 0.8586
Epoch 65/100
450/450 [==============================] - 0s 730us/step - loss: 0.3457 - accuracy: 0.8612
Epoch 66/100
450/450 [==============================] - 0s 713us/step - loss: 0.3459 - accuracy: 0.8619
Epoch 67/100
450/450 [==============================] - 0s 828us/step - loss: 0.3452 - accuracy: 0.8606
Epoch 68/100
450/450 [==============================] - 0s 712us/step - loss: 0.3442 - accuracy: 0.8586
Epoch 69/100
450/450 [==============================] - 0s 717us/step - loss: 0.3440 - accuracy: 0.8589
Epoch 70/100
450/450 [==============================] - 0s 742us/step - loss: 0.3427 - accuracy: 0.86140s - loss: 0.3330 - accuracy:
Epoch 71/100
450/450 [==============================] - 0s 714us/step - loss: 0.3424 - accuracy: 0.8600
Epoch 72/100
450/450 [==============================] - 0s 712us/step - loss: 0.3418 - accuracy: 0.8578
Epoch 73/100
450/450 [==============================] - 0s 731us/step - loss: 0.3411 - accuracy: 0.8611
Epoch 74/100
450/450 [==============================] - 0s 715us/step - loss: 0.3407 - accuracy: 0.8611
Epoch 75/100
450/450 [==============================] - 0s 717us/step - loss: 0.3396 - accuracy: 0.8615
Epoch 76/100
450/450 [==============================] - 0s 737us/step - loss: 0.3388 - accuracy: 0.8622
Epoch 77/100
450/450 [==============================] - 0s 717us/step - loss: 0.3386 - accuracy: 0.8604
Epoch 78/100
450/450 [==============================] - 0s 710us/step - loss: 0.3384 - accuracy: 0.8621
Epoch 79/100
450/450 [==============================] - 0s 734us/step - loss: 0.3371 - accuracy: 0.8600
Epoch 80/100
450/450 [==============================] - 0s 725us/step - loss: 0.3369 - accuracy: 0.8621
Epoch 81/100
450/450 [==============================] - 0s 712us/step - loss: 0.3367 - accuracy: 0.8611
Epoch 82/100
450/450 [==============================] - 0s 728us/step - loss: 0.3356 - accuracy: 0.8628
Epoch 83/100
450/450 [==============================] - 0s 727us/step - loss: 0.3361 - accuracy: 0.8617
Epoch 84/100
450/450 [==============================] - 0s 718us/step - loss: 0.3361 - accuracy: 0.8637
Epoch 85/100
450/450 [==============================] - 0s 748us/step - loss: 0.3362 - accuracy: 0.8624
Epoch 86/100
450/450 [==============================] - 0s 790us/step - loss: 0.3358 - accuracy: 0.8626
Epoch 87/100
450/450 [==============================] - 0s 716us/step - loss: 0.3351 - accuracy: 0.8615
Epoch 88/100
450/450 [==============================] - 0s 737us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 89/100
450/450 [==============================] - 0s 719us/step - loss: 0.3354 - accuracy: 0.8632
Epoch 90/100
450/450 [==============================] - 0s 719us/step - loss: 0.3353 - accuracy: 0.8642
Epoch 91/100
450/450 [==============================] - 0s 736us/step - loss: 0.3347 - accuracy: 0.8639
Epoch 92/100
450/450 [==============================] - 0s 719us/step - loss: 0.3345 - accuracy: 0.8637
Epoch 93/100
450/450 [==============================] - 0s 720us/step - loss: 0.3350 - accuracy: 0.8635
Epoch 94/100
450/450 [==============================] - 0s 745us/step - loss: 0.3343 - accuracy: 0.8636
Epoch 95/100
450/450 [==============================] - 0s 729us/step - loss: 0.3346 - accuracy: 0.8628
Epoch 96/100
450/450 [==============================] - 0s 713us/step - loss: 0.3345 - accuracy: 0.8650
Epoch 97/100
450/450 [==============================] - 0s 796us/step - loss: 0.3341 - accuracy: 0.8631
Epoch 98/100
450/450 [==============================] - 0s 718us/step - loss: 0.3341 - accuracy: 0.8626
Epoch 99/100
450/450 [==============================] - 0s 723us/step - loss: 0.3339 - accuracy: 0.8631
Epoch 100/100
450/450 [==============================] - 0s 726us/step - loss: 0.3339 - accuracy: 0.8644
Epoch 1/100
450/450 [==============================] - 0s 737us/step - loss: 0.5853 - accuracy: 0.7975
Epoch 2/100
450/450 [==============================] - 0s 775us/step - loss: 0.5157 - accuracy: 0.7986
Epoch 3/100
450/450 [==============================] - 0s 732us/step - loss: 0.5048 - accuracy: 0.7986
Epoch 4/100
450/450 [==============================] - 0s 765us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 5/100
450/450 [==============================] - 0s 750us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 6/100
450/450 [==============================] - 0s 748us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 7/100
450/450 [==============================] - 0s 752us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 8/100
450/450 [==============================] - 0s 770us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 9/100
450/450 [==============================] - 0s 746us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 10/100
450/450 [==============================] - 0s 751us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 11/100
450/450 [==============================] - 0s 767us/step - loss: 0.5023 - accuracy: 0.79860s - loss: 0.4973 - accuracy: 0.
Epoch 12/100
450/450 [==============================] - 0s 747us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 13/100
450/450 [==============================] - 0s 754us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 14/100
450/450 [==============================] - 0s 768us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/100
450/450 [==============================] - 0s 744us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 16/100
450/450 [==============================] - 0s 758us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 17/100
450/450 [==============================] - 0s 777us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 18/100
450/450 [==============================] - 0s 756us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 19/100
450/450 [==============================] - 0s 753us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 20/100
450/450 [==============================] - 0s 787us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 21/100
450/450 [==============================] - 0s 751us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 22/100
450/450 [==============================] - 0s 760us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 23/100
450/450 [==============================] - 0s 776us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 24/100
450/450 [==============================] - 0s 751us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 25/100
450/450 [==============================] - 0s 778us/step - loss: 0.5011 - accuracy: 0.7986
Epoch 26/100
450/450 [==============================] - 0s 753us/step - loss: 0.5006 - accuracy: 0.7986
Epoch 27/100
450/450 [==============================] - 0s 752us/step - loss: 0.4998 - accuracy: 0.7986
Epoch 28/100
450/450 [==============================] - 0s 771us/step - loss: 0.4984 - accuracy: 0.7986
Epoch 29/100
450/450 [==============================] - 0s 757us/step - loss: 0.4959 - accuracy: 0.7986
Epoch 30/100
450/450 [==============================] - 0s 756us/step - loss: 0.4911 - accuracy: 0.7986
Epoch 31/100
450/450 [==============================] - 0s 778us/step - loss: 0.4820 - accuracy: 0.7986
Epoch 32/100
450/450 [==============================] - 0s 752us/step - loss: 0.4678 - accuracy: 0.7982
Epoch 33/100
450/450 [==============================] - 0s 751us/step - loss: 0.4541 - accuracy: 0.8000
Epoch 34/100
450/450 [==============================] - 0s 760us/step - loss: 0.4453 - accuracy: 0.8029
Epoch 35/100
450/450 [==============================] - 0s 752us/step - loss: 0.4393 - accuracy: 0.8081
Epoch 36/100
450/450 [==============================] - 0s 759us/step - loss: 0.4347 - accuracy: 0.8093
Epoch 37/100
450/450 [==============================] - 0s 780us/step - loss: 0.4298 - accuracy: 0.8124
Epoch 38/100
450/450 [==============================] - 0s 754us/step - loss: 0.4243 - accuracy: 0.8167
Epoch 39/100
450/450 [==============================] - 0s 754us/step - loss: 0.4185 - accuracy: 0.8221
Epoch 40/100
450/450 [==============================] - 0s 783us/step - loss: 0.4125 - accuracy: 0.8258
Epoch 41/100
450/450 [==============================] - 0s 742us/step - loss: 0.4066 - accuracy: 0.8278
Epoch 42/100
450/450 [==============================] - 0s 750us/step - loss: 0.4006 - accuracy: 0.8322
Epoch 43/100
450/450 [==============================] - 0s 771us/step - loss: 0.3947 - accuracy: 0.8360
Epoch 44/100
450/450 [==============================] - 0s 747us/step - loss: 0.3896 - accuracy: 0.8392
Epoch 45/100
450/450 [==============================] - 0s 748us/step - loss: 0.3850 - accuracy: 0.8408
Epoch 46/100
450/450 [==============================] - 0s 775us/step - loss: 0.3815 - accuracy: 0.8426
Epoch 47/100
450/450 [==============================] - 0s 750us/step - loss: 0.3792 - accuracy: 0.8432
Epoch 48/100
450/450 [==============================] - 0s 762us/step - loss: 0.3777 - accuracy: 0.8425
Epoch 49/100
450/450 [==============================] - 0s 780us/step - loss: 0.3758 - accuracy: 0.8439
Epoch 50/100
450/450 [==============================] - 0s 743us/step - loss: 0.3746 - accuracy: 0.8443
Epoch 51/100
450/450 [==============================] - 0s 768us/step - loss: 0.3735 - accuracy: 0.8449
Epoch 52/100
450/450 [==============================] - 0s 775us/step - loss: 0.3722 - accuracy: 0.8450
Epoch 53/100
450/450 [==============================] - 0s 747us/step - loss: 0.3717 - accuracy: 0.8465
Epoch 54/100
450/450 [==============================] - 0s 786us/step - loss: 0.3710 - accuracy: 0.8461
Epoch 55/100
450/450 [==============================] - 0s 757us/step - loss: 0.3708 - accuracy: 0.8449
Epoch 56/100
450/450 [==============================] - 0s 749us/step - loss: 0.3704 - accuracy: 0.8458
Epoch 57/100
450/450 [==============================] - 0s 812us/step - loss: 0.3699 - accuracy: 0.8439
Epoch 58/100
450/450 [==============================] - 0s 755us/step - loss: 0.3696 - accuracy: 0.8431
Epoch 59/100
450/450 [==============================] - 0s 961us/step - loss: 0.3695 - accuracy: 0.8458
Epoch 60/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3692 - accuracy: 0.8453
Epoch 61/100
450/450 [==============================] - 0s 853us/step - loss: 0.3690 - accuracy: 0.8438
Epoch 62/100
450/450 [==============================] - 0s 821us/step - loss: 0.3693 - accuracy: 0.8456
Epoch 63/100
450/450 [==============================] - 0s 882us/step - loss: 0.3688 - accuracy: 0.8457
Epoch 64/100
450/450 [==============================] - 0s 854us/step - loss: 0.3690 - accuracy: 0.8424
Epoch 65/100
450/450 [==============================] - 0s 782us/step - loss: 0.3690 - accuracy: 0.8436
Epoch 66/100
450/450 [==============================] - 0s 771us/step - loss: 0.3683 - accuracy: 0.8456
Epoch 67/100
450/450 [==============================] - 0s 821us/step - loss: 0.3688 - accuracy: 0.8440
Epoch 68/100
450/450 [==============================] - 0s 729us/step - loss: 0.3685 - accuracy: 0.8432
Epoch 69/100
450/450 [==============================] - 0s 732us/step - loss: 0.3685 - accuracy: 0.8450
Epoch 70/100
450/450 [==============================] - 0s 749us/step - loss: 0.3686 - accuracy: 0.8440
Epoch 71/100
450/450 [==============================] - 0s 759us/step - loss: 0.3683 - accuracy: 0.8467
Epoch 72/100
450/450 [==============================] - 0s 716us/step - loss: 0.3684 - accuracy: 0.8456
Epoch 73/100
450/450 [==============================] - 0s 721us/step - loss: 0.3684 - accuracy: 0.8457
Epoch 74/100
450/450 [==============================] - 0s 750us/step - loss: 0.3679 - accuracy: 0.8442
Epoch 75/100
450/450 [==============================] - 0s 723us/step - loss: 0.3683 - accuracy: 0.8443
Epoch 76/100
450/450 [==============================] - 0s 807us/step - loss: 0.3682 - accuracy: 0.8474
Epoch 77/100
450/450 [==============================] - 0s 823us/step - loss: 0.3675 - accuracy: 0.8444
Epoch 78/100
450/450 [==============================] - 0s 771us/step - loss: 0.3679 - accuracy: 0.8447
Epoch 79/100
450/450 [==============================] - 0s 722us/step - loss: 0.3679 - accuracy: 0.8444
Epoch 80/100
450/450 [==============================] - 0s 774us/step - loss: 0.3677 - accuracy: 0.8464
Epoch 81/100
450/450 [==============================] - 0s 721us/step - loss: 0.3675 - accuracy: 0.8476
Epoch 82/100
450/450 [==============================] - 0s 748us/step - loss: 0.3676 - accuracy: 0.8442
Epoch 83/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3674 - accuracy: 0.8450
Epoch 84/100
450/450 [==============================] - 0s 848us/step - loss: 0.3674 - accuracy: 0.8458
Epoch 85/100
450/450 [==============================] - 0s 1ms/step - loss: 0.3675 - accuracy: 0.8454
Epoch 86/100
450/450 [==============================] - 0s 715us/step - loss: 0.3676 - accuracy: 0.8449
Epoch 87/100
450/450 [==============================] - 0s 860us/step - loss: 0.3676 - accuracy: 0.8457
Epoch 88/100
450/450 [==============================] - 0s 793us/step - loss: 0.3673 - accuracy: 0.8472
Epoch 89/100
450/450 [==============================] - 0s 755us/step - loss: 0.3675 - accuracy: 0.8450
Epoch 90/100
450/450 [==============================] - 0s 824us/step - loss: 0.3672 - accuracy: 0.8451
Epoch 91/100
450/450 [==============================] - 0s 827us/step - loss: 0.3669 - accuracy: 0.8458
Epoch 92/100
450/450 [==============================] - 0s 751us/step - loss: 0.3670 - accuracy: 0.8449
Epoch 93/100
450/450 [==============================] - 0s 744us/step - loss: 0.3673 - accuracy: 0.8435
Epoch 94/100
450/450 [==============================] - 0s 731us/step - loss: 0.3670 - accuracy: 0.8458
Epoch 95/100
450/450 [==============================] - 0s 725us/step - loss: 0.3673 - accuracy: 0.8454
Epoch 96/100
450/450 [==============================] - 0s 739us/step - loss: 0.3673 - accuracy: 0.8446
Epoch 97/100
450/450 [==============================] - 0s 725us/step - loss: 0.3671 - accuracy: 0.8440
Epoch 98/100
450/450 [==============================] - 0s 729us/step - loss: 0.3668 - accuracy: 0.8438
Epoch 99/100
450/450 [==============================] - 0s 741us/step - loss: 0.3669 - accuracy: 0.8462
Epoch 100/100
450/450 [==============================] - 0s 723us/step - loss: 0.3669 - accuracy: 0.8467
Epoch 1/100
450/450 [==============================] - 0s 747us/step - loss: 0.5861 - accuracy: 0.7957
Epoch 2/100
450/450 [==============================] - 0s 748us/step - loss: 0.5182 - accuracy: 0.7964
Epoch 3/100
450/450 [==============================] - 0s 755us/step - loss: 0.5079 - accuracy: 0.7964
Epoch 4/100
450/450 [==============================] - 0s 754us/step - loss: 0.5060 - accuracy: 0.7964
Epoch 5/100
450/450 [==============================] - 0s 733us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 6/100
450/450 [==============================] - 0s 744us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 7/100
450/450 [==============================] - 0s 793us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 8/100
450/450 [==============================] - 0s 742us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 9/100
450/450 [==============================] - 0s 747us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 10/100
450/450 [==============================] - 0s 782us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 11/100
450/450 [==============================] - 0s 744us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 12/100
450/450 [==============================] - 0s 777us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 13/100
450/450 [==============================] - 0s 754us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 14/100
450/450 [==============================] - 0s 762us/step - loss: 0.5054 - accuracy: 0.79640s - loss: 0.5101 - accuracy: 0.79
Epoch 15/100
450/450 [==============================] - 0s 800us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 16/100
450/450 [==============================] - 0s 750us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 17/100
450/450 [==============================] - 0s 753us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 18/100
450/450 [==============================] - 0s 795us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 19/100
450/450 [==============================] - 0s 753us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 20/100
450/450 [==============================] - 0s 770us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 21/100
450/450 [==============================] - 0s 762us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 22/100
450/450 [==============================] - 0s 757us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 23/100
450/450 [==============================] - 0s 761us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 24/100
450/450 [==============================] - 0s 768us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 25/100
450/450 [==============================] - 0s 775us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 26/100
450/450 [==============================] - 0s 789us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 27/100
450/450 [==============================] - 0s 776us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 28/100
450/450 [==============================] - 0s 760us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 29/100
450/450 [==============================] - 0s 748us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 30/100
450/450 [==============================] - 0s 807us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 31/100
450/450 [==============================] - 0s 746us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 32/100
450/450 [==============================] - 0s 752us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 33/100
450/450 [==============================] - 0s 765us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 34/100
450/450 [==============================] - 0s 749us/step - loss: 0.5045 - accuracy: 0.7964
Epoch 35/100
450/450 [==============================] - 0s 763us/step - loss: 0.5043 - accuracy: 0.7964
Epoch 36/100
450/450 [==============================] - 0s 812us/step - loss: 0.5039 - accuracy: 0.7964
Epoch 37/100
450/450 [==============================] - 0s 750us/step - loss: 0.5034 - accuracy: 0.7964
Epoch 38/100
450/450 [==============================] - 0s 874us/step - loss: 0.5028 - accuracy: 0.7964
Epoch 39/100
450/450 [==============================] - 0s 717us/step - loss: 0.5018 - accuracy: 0.7964
Epoch 40/100
450/450 [==============================] - 0s 707us/step - loss: 0.5004 - accuracy: 0.7964
Epoch 41/100
450/450 [==============================] - 0s 724us/step - loss: 0.4983 - accuracy: 0.7964
Epoch 42/100
450/450 [==============================] - 0s 714us/step - loss: 0.4952 - accuracy: 0.7964
Epoch 43/100
450/450 [==============================] - 0s 704us/step - loss: 0.4907 - accuracy: 0.7964
Epoch 44/100
450/450 [==============================] - 0s 734us/step - loss: 0.4842 - accuracy: 0.7964
Epoch 45/100
450/450 [==============================] - 0s 715us/step - loss: 0.4756 - accuracy: 0.7964
Epoch 46/100
450/450 [==============================] - 0s 706us/step - loss: 0.4654 - accuracy: 0.7964
Epoch 47/100
450/450 [==============================] - 0s 741us/step - loss: 0.4548 - accuracy: 0.7964
Epoch 48/100
450/450 [==============================] - 0s 714us/step - loss: 0.4454 - accuracy: 0.7964
Epoch 49/100
450/450 [==============================] - 0s 713us/step - loss: 0.4380 - accuracy: 0.7964
Epoch 50/100
450/450 [==============================] - 0s 726us/step - loss: 0.4322 - accuracy: 0.7964
Epoch 51/100
450/450 [==============================] - 0s 729us/step - loss: 0.4273 - accuracy: 0.7964
Epoch 52/100
450/450 [==============================] - 0s 709us/step - loss: 0.4229 - accuracy: 0.7964
Epoch 53/100
450/450 [==============================] - 0s 715us/step - loss: 0.4184 - accuracy: 0.7964
Epoch 54/100
450/450 [==============================] - 0s 741us/step - loss: 0.4135 - accuracy: 0.7964
Epoch 55/100
450/450 [==============================] - 0s 758us/step - loss: 0.4083 - accuracy: 0.7964
Epoch 56/100
450/450 [==============================] - 0s 726us/step - loss: 0.4027 - accuracy: 0.7964
Epoch 57/100
450/450 [==============================] - 0s 739us/step - loss: 0.3976 - accuracy: 0.7964
Epoch 58/100
450/450 [==============================] - 0s 718us/step - loss: 0.3928 - accuracy: 0.7983
Epoch 59/100
450/450 [==============================] - 0s 723us/step - loss: 0.3885 - accuracy: 0.8233
Epoch 60/100
450/450 [==============================] - 0s 731us/step - loss: 0.3842 - accuracy: 0.8428
Epoch 61/100
450/450 [==============================] - 0s 752us/step - loss: 0.3803 - accuracy: 0.8478
Epoch 62/100
450/450 [==============================] - 0s 773us/step - loss: 0.3768 - accuracy: 0.8499
Epoch 63/100
450/450 [==============================] - 0s 732us/step - loss: 0.3740 - accuracy: 0.8506
Epoch 64/100
450/450 [==============================] - 0s 720us/step - loss: 0.3712 - accuracy: 0.8529
Epoch 65/100
450/450 [==============================] - 0s 727us/step - loss: 0.3685 - accuracy: 0.8537
Epoch 66/100
450/450 [==============================] - 0s 792us/step - loss: 0.3667 - accuracy: 0.8546
Epoch 67/100
450/450 [==============================] - 0s 714us/step - loss: 0.3652 - accuracy: 0.8547
Epoch 68/100
450/450 [==============================] - 0s 723us/step - loss: 0.3633 - accuracy: 0.8542
Epoch 69/100
450/450 [==============================] - 0s 731us/step - loss: 0.3617 - accuracy: 0.8557
Epoch 70/100
450/450 [==============================] - 0s 709us/step - loss: 0.3605 - accuracy: 0.8565
Epoch 71/100
450/450 [==============================] - 0s 720us/step - loss: 0.3596 - accuracy: 0.8572
Epoch 72/100
450/450 [==============================] - 0s 736us/step - loss: 0.3578 - accuracy: 0.8550
Epoch 73/100
450/450 [==============================] - 0s 706us/step - loss: 0.3575 - accuracy: 0.8564
Epoch 74/100
450/450 [==============================] - 0s 737us/step - loss: 0.3564 - accuracy: 0.8569
Epoch 75/100
450/450 [==============================] - 0s 726us/step - loss: 0.3556 - accuracy: 0.8583
Epoch 76/100
450/450 [==============================] - 0s 709us/step - loss: 0.3550 - accuracy: 0.8567
Epoch 77/100
450/450 [==============================] - 0s 722us/step - loss: 0.3543 - accuracy: 0.8587
Epoch 78/100
450/450 [==============================] - 0s 709us/step - loss: 0.3535 - accuracy: 0.8581
Epoch 79/100
450/450 [==============================] - 0s 717us/step - loss: 0.3536 - accuracy: 0.8578
Epoch 80/100
450/450 [==============================] - 0s 711us/step - loss: 0.3531 - accuracy: 0.8569
Epoch 81/100
450/450 [==============================] - 0s 735us/step - loss: 0.3522 - accuracy: 0.8553
Epoch 82/100
450/450 [==============================] - 0s 715us/step - loss: 0.3523 - accuracy: 0.8596
Epoch 83/100
450/450 [==============================] - 0s 745us/step - loss: 0.3519 - accuracy: 0.8576
Epoch 84/100
450/450 [==============================] - 0s 706us/step - loss: 0.3519 - accuracy: 0.8571
Epoch 85/100
450/450 [==============================] - 0s 857us/step - loss: 0.3515 - accuracy: 0.8585
Epoch 86/100
450/450 [==============================] - 0s 717us/step - loss: 0.3512 - accuracy: 0.8578
Epoch 87/100
450/450 [==============================] - 0s 720us/step - loss: 0.3509 - accuracy: 0.8569
Epoch 88/100
450/450 [==============================] - 0s 716us/step - loss: 0.3512 - accuracy: 0.8597
Epoch 89/100
450/450 [==============================] - 0s 720us/step - loss: 0.3509 - accuracy: 0.8592
Epoch 90/100
450/450 [==============================] - 0s 723us/step - loss: 0.3510 - accuracy: 0.8558
Epoch 91/100
450/450 [==============================] - 0s 713us/step - loss: 0.3506 - accuracy: 0.8586
Epoch 92/100
450/450 [==============================] - 0s 727us/step - loss: 0.3504 - accuracy: 0.8578
Epoch 93/100
450/450 [==============================] - 0s 732us/step - loss: 0.3503 - accuracy: 0.8571
Epoch 94/100
450/450 [==============================] - 0s 719us/step - loss: 0.3501 - accuracy: 0.8571
Epoch 95/100
450/450 [==============================] - 0s 721us/step - loss: 0.3499 - accuracy: 0.8599
Epoch 96/100
450/450 [==============================] - 0s 732us/step - loss: 0.3497 - accuracy: 0.8590
Epoch 97/100
450/450 [==============================] - 0s 749us/step - loss: 0.3489 - accuracy: 0.8576
Epoch 98/100
450/450 [==============================] - 0s 724us/step - loss: 0.3494 - accuracy: 0.8583
Epoch 99/100
450/450 [==============================] - 0s 732us/step - loss: 0.3484 - accuracy: 0.8585
Epoch 100/100
450/450 [==============================] - 0s 727us/step - loss: 0.3495 - accuracy: 0.8582
Epoch 1/100
450/450 [==============================] - 0s 784us/step - loss: 0.5848 - accuracy: 0.7976
Epoch 2/100
450/450 [==============================] - 0s 758us/step - loss: 0.5155 - accuracy: 0.7985
Epoch 3/100
450/450 [==============================] - 0s 765us/step - loss: 0.5050 - accuracy: 0.7985
Epoch 4/100
450/450 [==============================] - 0s 799us/step - loss: 0.5031 - accuracy: 0.7985
Epoch 5/100
450/450 [==============================] - 0s 769us/step - loss: 0.5027 - accuracy: 0.7985
Epoch 6/100
450/450 [==============================] - 0s 775us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 7/100
450/450 [==============================] - 0s 772us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 8/100
450/450 [==============================] - 0s 757us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 9/100
450/450 [==============================] - 0s 770us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 10/100
450/450 [==============================] - 0s 771us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 11/100
450/450 [==============================] - 0s 763us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 12/100
450/450 [==============================] - 0s 810us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 13/100
450/450 [==============================] - 0s 769us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 14/100
450/450 [==============================] - 0s 772us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 15/100
450/450 [==============================] - 0s 780us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 16/100
450/450 [==============================] - 0s 768us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 17/100
450/450 [==============================] - 0s 764us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 18/100
450/450 [==============================] - 0s 804us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 19/100
450/450 [==============================] - 0s 775us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 20/100
450/450 [==============================] - 0s 765us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 21/100
450/450 [==============================] - 0s 791us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 22/100
450/450 [==============================] - 0s 763us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 23/100
450/450 [==============================] - 0s 747us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 24/100
450/450 [==============================] - 0s 789us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 25/100
450/450 [==============================] - 0s 749us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 26/100
450/450 [==============================] - 0s 749us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 27/100
450/450 [==============================] - 0s 783us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 28/100
450/450 [==============================] - 0s 747us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 29/100
450/450 [==============================] - 0s 772us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 30/100
450/450 [==============================] - 0s 751us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 31/100
450/450 [==============================] - 0s 751us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 32/100
450/450 [==============================] - 0s 768us/step - loss: 0.5018 - accuracy: 0.7985
Epoch 33/100
450/450 [==============================] - 0s 750us/step - loss: 0.5016 - accuracy: 0.7985
Epoch 34/100
450/450 [==============================] - 0s 747us/step - loss: 0.5013 - accuracy: 0.7985
Epoch 35/100
450/450 [==============================] - 0s 793us/step - loss: 0.5009 - accuracy: 0.7985
Epoch 36/100
450/450 [==============================] - 0s 775us/step - loss: 0.5003 - accuracy: 0.7985
Epoch 37/100
450/450 [==============================] - 0s 759us/step - loss: 0.4993 - accuracy: 0.7985
Epoch 38/100
450/450 [==============================] - 0s 809us/step - loss: 0.4977 - accuracy: 0.7985
Epoch 39/100
450/450 [==============================] - 0s 759us/step - loss: 0.4952 - accuracy: 0.7985
Epoch 40/100
450/450 [==============================] - 0s 760us/step - loss: 0.4911 - accuracy: 0.7985
Epoch 41/100
450/450 [==============================] - 0s 771us/step - loss: 0.4842 - accuracy: 0.7985
Epoch 42/100
450/450 [==============================] - 0s 759us/step - loss: 0.4737 - accuracy: 0.7985
Epoch 43/100
450/450 [==============================] - 0s 734us/step - loss: 0.4601 - accuracy: 0.7985
Epoch 44/100
450/450 [==============================] - 0s 734us/step - loss: 0.4461 - accuracy: 0.7985
Epoch 45/100
450/450 [==============================] - 0s 712us/step - loss: 0.4356 - accuracy: 0.7985
Epoch 46/100
450/450 [==============================] - 0s 723us/step - loss: 0.4295 - accuracy: 0.7981
Epoch 47/100
450/450 [==============================] - 0s 736us/step - loss: 0.4266 - accuracy: 0.79920s - loss: 0.4272 - accuracy: 0.79
Epoch 48/100
450/450 [==============================] - 0s 719us/step - loss: 0.4248 - accuracy: 0.8056
Epoch 49/100
450/450 [==============================] - 0s 791us/step - loss: 0.4229 - accuracy: 0.8121
Epoch 50/100
450/450 [==============================] - 0s 737us/step - loss: 0.4207 - accuracy: 0.8183
Epoch 51/100
450/450 [==============================] - 0s 722us/step - loss: 0.4182 - accuracy: 0.8244
Epoch 52/100
450/450 [==============================] - 0s 725us/step - loss: 0.4155 - accuracy: 0.8293
Epoch 53/100
450/450 [==============================] - 0s 734us/step - loss: 0.4128 - accuracy: 0.8304
Epoch 54/100
450/450 [==============================] - 0s 734us/step - loss: 0.4101 - accuracy: 0.8344
Epoch 55/100
450/450 [==============================] - 0s 722us/step - loss: 0.4069 - accuracy: 0.8358
Epoch 56/100
450/450 [==============================] - 0s 724us/step - loss: 0.4030 - accuracy: 0.8361
Epoch 57/100
450/450 [==============================] - 0s 725us/step - loss: 0.3989 - accuracy: 0.8403
Epoch 58/100
450/450 [==============================] - 0s 726us/step - loss: 0.3935 - accuracy: 0.8411
Epoch 59/100
450/450 [==============================] - 0s 729us/step - loss: 0.3880 - accuracy: 0.8464
Epoch 60/100
450/450 [==============================] - 0s 718us/step - loss: 0.3821 - accuracy: 0.8486
Epoch 61/100
450/450 [==============================] - 0s 720us/step - loss: 0.3761 - accuracy: 0.8504
Epoch 62/100
450/450 [==============================] - 0s 802us/step - loss: 0.3702 - accuracy: 0.8539
Epoch 63/100
450/450 [==============================] - 0s 746us/step - loss: 0.3655 - accuracy: 0.8549
Epoch 64/100
450/450 [==============================] - 0s 777us/step - loss: 0.3621 - accuracy: 0.8568
Epoch 65/100
450/450 [==============================] - 0s 732us/step - loss: 0.3590 - accuracy: 0.8565
Epoch 66/100
450/450 [==============================] - 0s 744us/step - loss: 0.3567 - accuracy: 0.8582
Epoch 67/100
450/450 [==============================] - 0s 741us/step - loss: 0.3555 - accuracy: 0.8589
Epoch 68/100
450/450 [==============================] - 0s 764us/step - loss: 0.3539 - accuracy: 0.8594
Epoch 69/100
450/450 [==============================] - 0s 762us/step - loss: 0.3527 - accuracy: 0.8581
Epoch 70/100
450/450 [==============================] - 0s 722us/step - loss: 0.3513 - accuracy: 0.8585
Epoch 71/100
450/450 [==============================] - 0s 748us/step - loss: 0.3512 - accuracy: 0.85850s - loss: 0.3538 - accuracy:
Epoch 72/100
450/450 [==============================] - 0s 727us/step - loss: 0.3499 - accuracy: 0.8579
Epoch 73/100
450/450 [==============================] - 0s 725us/step - loss: 0.3495 - accuracy: 0.8581
Epoch 74/100
450/450 [==============================] - 0s 734us/step - loss: 0.3487 - accuracy: 0.8578
Epoch 75/100
450/450 [==============================] - 0s 725us/step - loss: 0.3478 - accuracy: 0.8585
Epoch 76/100
450/450 [==============================] - 0s 733us/step - loss: 0.3473 - accuracy: 0.8581
Epoch 77/100
450/450 [==============================] - 0s 746us/step - loss: 0.3463 - accuracy: 0.8585
Epoch 78/100
450/450 [==============================] - 0s 726us/step - loss: 0.3457 - accuracy: 0.8575
Epoch 79/100
450/450 [==============================] - 0s 738us/step - loss: 0.3455 - accuracy: 0.8578
Epoch 80/100
450/450 [==============================] - 0s 735us/step - loss: 0.3450 - accuracy: 0.8592
Epoch 81/100
450/450 [==============================] - 0s 730us/step - loss: 0.3444 - accuracy: 0.8581
Epoch 82/100
450/450 [==============================] - 0s 727us/step - loss: 0.3442 - accuracy: 0.8590
Epoch 83/100
450/450 [==============================] - 0s 782us/step - loss: 0.3433 - accuracy: 0.8600
Epoch 84/100
450/450 [==============================] - 0s 736us/step - loss: 0.3433 - accuracy: 0.8586
Epoch 85/100
450/450 [==============================] - 0s 730us/step - loss: 0.3426 - accuracy: 0.8600
Epoch 86/100
450/450 [==============================] - 0s 728us/step - loss: 0.3418 - accuracy: 0.8571
Epoch 87/100
450/450 [==============================] - 0s 719us/step - loss: 0.3417 - accuracy: 0.8586
Epoch 88/100
450/450 [==============================] - 0s 720us/step - loss: 0.3404 - accuracy: 0.8610
Epoch 89/100
450/450 [==============================] - 0s 734us/step - loss: 0.3410 - accuracy: 0.8581
Epoch 90/100
450/450 [==============================] - 0s 727us/step - loss: 0.3405 - accuracy: 0.8579
Epoch 91/100
450/450 [==============================] - 0s 716us/step - loss: 0.3397 - accuracy: 0.8583
Epoch 92/100
450/450 [==============================] - 0s 723us/step - loss: 0.3394 - accuracy: 0.8608
Epoch 93/100
450/450 [==============================] - 0s 720us/step - loss: 0.3392 - accuracy: 0.8604
Epoch 94/100
450/450 [==============================] - 0s 726us/step - loss: 0.3393 - accuracy: 0.8608
Epoch 95/100
450/450 [==============================] - 0s 739us/step - loss: 0.3390 - accuracy: 0.8615
Epoch 96/100
450/450 [==============================] - 0s 894us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 97/100
450/450 [==============================] - 0s 747us/step - loss: 0.3381 - accuracy: 0.8624
Epoch 98/100
450/450 [==============================] - 0s 749us/step - loss: 0.3385 - accuracy: 0.8618
Epoch 99/100
450/450 [==============================] - 0s 724us/step - loss: 0.3376 - accuracy: 0.8618
Epoch 100/100
450/450 [==============================] - 0s 733us/step - loss: 0.3374 - accuracy: 0.8622
Epoch 1/500
450/450 [==============================] - 0s 782us/step - loss: 0.5413 - accuracy: 0.7957
Epoch 2/500
450/450 [==============================] - 0s 774us/step - loss: 0.4386 - accuracy: 0.7962
Epoch 3/500
450/450 [==============================] - 0s 782us/step - loss: 0.4351 - accuracy: 0.7962
Epoch 4/500
450/450 [==============================] - 0s 776us/step - loss: 0.4336 - accuracy: 0.7962
Epoch 5/500
450/450 [==============================] - 0s 805us/step - loss: 0.4326 - accuracy: 0.7962
Epoch 6/500
450/450 [==============================] - 0s 779us/step - loss: 0.4317 - accuracy: 0.7962
Epoch 7/500
450/450 [==============================] - 0s 774us/step - loss: 0.4306 - accuracy: 0.7962
Epoch 8/500
450/450 [==============================] - 0s 791us/step - loss: 0.4298 - accuracy: 0.7962
Epoch 9/500
450/450 [==============================] - 0s 797us/step - loss: 0.4283 - accuracy: 0.8046
Epoch 10/500
450/450 [==============================] - 0s 784us/step - loss: 0.4255 - accuracy: 0.8194
Epoch 11/500
450/450 [==============================] - 0s 852us/step - loss: 0.4230 - accuracy: 0.8232
Epoch 12/500
450/450 [==============================] - 0s 803us/step - loss: 0.4216 - accuracy: 0.8261
Epoch 13/500
450/450 [==============================] - 0s 816us/step - loss: 0.4201 - accuracy: 0.8268
Epoch 14/500
450/450 [==============================] - 0s 873us/step - loss: 0.4185 - accuracy: 0.8281
Epoch 15/500
450/450 [==============================] - 0s 745us/step - loss: 0.4174 - accuracy: 0.8285
Epoch 16/500
450/450 [==============================] - 0s 760us/step - loss: 0.4164 - accuracy: 0.8290
Epoch 17/500
450/450 [==============================] - 0s 746us/step - loss: 0.4158 - accuracy: 0.8297
Epoch 18/500
450/450 [==============================] - 0s 743us/step - loss: 0.4150 - accuracy: 0.8296
Epoch 19/500
450/450 [==============================] - 0s 768us/step - loss: 0.4145 - accuracy: 0.8307
Epoch 20/500
450/450 [==============================] - 0s 752us/step - loss: 0.4140 - accuracy: 0.8310
Epoch 21/500
450/450 [==============================] - 0s 736us/step - loss: 0.4134 - accuracy: 0.8321
Epoch 22/500
450/450 [==============================] - 0s 754us/step - loss: 0.4132 - accuracy: 0.8310
Epoch 23/500
450/450 [==============================] - 0s 747us/step - loss: 0.4126 - accuracy: 0.8333
Epoch 24/500
450/450 [==============================] - 0s 742us/step - loss: 0.4121 - accuracy: 0.8311
Epoch 25/500
450/450 [==============================] - 0s 768us/step - loss: 0.4117 - accuracy: 0.8336
Epoch 26/500
450/450 [==============================] - 0s 740us/step - loss: 0.4113 - accuracy: 0.8333
Epoch 27/500
450/450 [==============================] - 0s 733us/step - loss: 0.4109 - accuracy: 0.8349
Epoch 28/500
450/450 [==============================] - 0s 760us/step - loss: 0.4104 - accuracy: 0.8346
Epoch 29/500
450/450 [==============================] - 0s 744us/step - loss: 0.4100 - accuracy: 0.8344
Epoch 30/500
450/450 [==============================] - 0s 810us/step - loss: 0.4101 - accuracy: 0.8350
Epoch 31/500
450/450 [==============================] - 0s 767us/step - loss: 0.4099 - accuracy: 0.8332
Epoch 32/500
450/450 [==============================] - 0s 734us/step - loss: 0.4094 - accuracy: 0.8356
Epoch 33/500
450/450 [==============================] - 0s 736us/step - loss: 0.4088 - accuracy: 0.8350
Epoch 34/500
450/450 [==============================] - 0s 746us/step - loss: 0.4089 - accuracy: 0.8343
Epoch 35/500
450/450 [==============================] - 0s 747us/step - loss: 0.4090 - accuracy: 0.8353
Epoch 36/500
450/450 [==============================] - 0s 744us/step - loss: 0.4086 - accuracy: 0.8340
Epoch 37/500
450/450 [==============================] - 0s 756us/step - loss: 0.4082 - accuracy: 0.8360
Epoch 38/500
450/450 [==============================] - 0s 764us/step - loss: 0.4080 - accuracy: 0.8354
Epoch 39/500
450/450 [==============================] - 0s 739us/step - loss: 0.4077 - accuracy: 0.8346
Epoch 40/500
450/450 [==============================] - 0s 760us/step - loss: 0.4074 - accuracy: 0.8351
Epoch 41/500
450/450 [==============================] - 0s 767us/step - loss: 0.4073 - accuracy: 0.8344
Epoch 42/500
450/450 [==============================] - 0s 754us/step - loss: 0.4069 - accuracy: 0.8358
Epoch 43/500
450/450 [==============================] - 0s 763us/step - loss: 0.4068 - accuracy: 0.8350
Epoch 44/500
450/450 [==============================] - 0s 754us/step - loss: 0.4065 - accuracy: 0.8350
Epoch 45/500
450/450 [==============================] - 0s 743us/step - loss: 0.4061 - accuracy: 0.8361
Epoch 46/500
450/450 [==============================] - 0s 770us/step - loss: 0.4061 - accuracy: 0.8346
Epoch 47/500
450/450 [==============================] - 0s 747us/step - loss: 0.4061 - accuracy: 0.8346
Epoch 48/500
450/450 [==============================] - 0s 752us/step - loss: 0.4056 - accuracy: 0.8371
Epoch 49/500
450/450 [==============================] - 0s 765us/step - loss: 0.4054 - accuracy: 0.8351
Epoch 50/500
450/450 [==============================] - 0s 748us/step - loss: 0.4050 - accuracy: 0.8351
Epoch 51/500
450/450 [==============================] - 0s 763us/step - loss: 0.4049 - accuracy: 0.8347
Epoch 52/500
450/450 [==============================] - 0s 747us/step - loss: 0.4045 - accuracy: 0.8358
Epoch 53/500
450/450 [==============================] - 0s 747us/step - loss: 0.4050 - accuracy: 0.8357
Epoch 54/500
450/450 [==============================] - 0s 749us/step - loss: 0.4043 - accuracy: 0.8356
Epoch 55/500
450/450 [==============================] - 0s 766us/step - loss: 0.4041 - accuracy: 0.8363
Epoch 56/500
450/450 [==============================] - 0s 756us/step - loss: 0.4040 - accuracy: 0.8356
Epoch 57/500
450/450 [==============================] - 0s 773us/step - loss: 0.4034 - accuracy: 0.8351
Epoch 58/500
450/450 [==============================] - 0s 759us/step - loss: 0.4037 - accuracy: 0.8365
Epoch 59/500
450/450 [==============================] - 0s 752us/step - loss: 0.4035 - accuracy: 0.8344
Epoch 60/500
450/450 [==============================] - 0s 772us/step - loss: 0.4036 - accuracy: 0.8351
Epoch 61/500
450/450 [==============================] - 0s 761us/step - loss: 0.4033 - accuracy: 0.8356
Epoch 62/500
450/450 [==============================] - 0s 753us/step - loss: 0.4031 - accuracy: 0.8357
Epoch 63/500
450/450 [==============================] - 0s 803us/step - loss: 0.4031 - accuracy: 0.8347
Epoch 64/500
450/450 [==============================] - 0s 750us/step - loss: 0.4030 - accuracy: 0.8353
Epoch 65/500
450/450 [==============================] - 0s 769us/step - loss: 0.4028 - accuracy: 0.8347
Epoch 66/500
450/450 [==============================] - 0s 762us/step - loss: 0.4028 - accuracy: 0.8347
Epoch 67/500
450/450 [==============================] - 0s 755us/step - loss: 0.4027 - accuracy: 0.8354
Epoch 68/500
450/450 [==============================] - 0s 752us/step - loss: 0.4029 - accuracy: 0.8351
Epoch 69/500
450/450 [==============================] - 0s 764us/step - loss: 0.4024 - accuracy: 0.8346
Epoch 70/500
450/450 [==============================] - 0s 774us/step - loss: 0.4024 - accuracy: 0.8349
Epoch 71/500
450/450 [==============================] - 0s 751us/step - loss: 0.4020 - accuracy: 0.8351
Epoch 72/500
450/450 [==============================] - 0s 753us/step - loss: 0.4020 - accuracy: 0.8354
Epoch 73/500
450/450 [==============================] - 0s 750us/step - loss: 0.4021 - accuracy: 0.8346
Epoch 74/500
450/450 [==============================] - 0s 747us/step - loss: 0.4024 - accuracy: 0.8356
Epoch 75/500
450/450 [==============================] - 0s 746us/step - loss: 0.4021 - accuracy: 0.8354
Epoch 76/500
450/450 [==============================] - 0s 758us/step - loss: 0.4021 - accuracy: 0.8354
Epoch 77/500
450/450 [==============================] - 0s 759us/step - loss: 0.4022 - accuracy: 0.8350
Epoch 78/500
450/450 [==============================] - 0s 762us/step - loss: 0.4021 - accuracy: 0.8356
Epoch 79/500
450/450 [==============================] - 0s 753us/step - loss: 0.4021 - accuracy: 0.8356
Epoch 80/500
450/450 [==============================] - 0s 758us/step - loss: 0.4025 - accuracy: 0.8332
Epoch 81/500
450/450 [==============================] - 0s 758us/step - loss: 0.4022 - accuracy: 0.8361
Epoch 82/500
450/450 [==============================] - 0s 757us/step - loss: 0.4022 - accuracy: 0.8358
Epoch 83/500
450/450 [==============================] - 0s 758us/step - loss: 0.4018 - accuracy: 0.8346
Epoch 84/500
450/450 [==============================] - 0s 763us/step - loss: 0.4020 - accuracy: 0.8354
Epoch 85/500
450/450 [==============================] - 0s 749us/step - loss: 0.4022 - accuracy: 0.8344
Epoch 86/500
450/450 [==============================] - 0s 779us/step - loss: 0.4020 - accuracy: 0.8349
Epoch 87/500
450/450 [==============================] - 0s 758us/step - loss: 0.4020 - accuracy: 0.8360
Epoch 88/500
450/450 [==============================] - 0s 752us/step - loss: 0.4021 - accuracy: 0.8367
Epoch 89/500
450/450 [==============================] - 0s 774us/step - loss: 0.4017 - accuracy: 0.8360
Epoch 90/500
450/450 [==============================] - 0s 759us/step - loss: 0.4019 - accuracy: 0.8343
Epoch 91/500
450/450 [==============================] - 0s 741us/step - loss: 0.4020 - accuracy: 0.8340
Epoch 92/500
450/450 [==============================] - 0s 804us/step - loss: 0.4021 - accuracy: 0.8358
Epoch 93/500
450/450 [==============================] - 0s 749us/step - loss: 0.4020 - accuracy: 0.8357
Epoch 94/500
450/450 [==============================] - 0s 748us/step - loss: 0.4016 - accuracy: 0.8338
Epoch 95/500
450/450 [==============================] - 0s 758us/step - loss: 0.4020 - accuracy: 0.8353
Epoch 96/500
450/450 [==============================] - 0s 992us/step - loss: 0.4017 - accuracy: 0.8364
Epoch 97/500
450/450 [==============================] - 0s 872us/step - loss: 0.4018 - accuracy: 0.8346
Epoch 98/500
450/450 [==============================] - 0s 761us/step - loss: 0.4018 - accuracy: 0.8353
Epoch 99/500
450/450 [==============================] - 0s 747us/step - loss: 0.4016 - accuracy: 0.8342
Epoch 100/500
450/450 [==============================] - 0s 769us/step - loss: 0.4020 - accuracy: 0.8363
Epoch 101/500
450/450 [==============================] - 0s 751us/step - loss: 0.4021 - accuracy: 0.8353
Epoch 102/500
450/450 [==============================] - 0s 744us/step - loss: 0.4018 - accuracy: 0.8353
Epoch 103/500
450/450 [==============================] - 0s 764us/step - loss: 0.4018 - accuracy: 0.8342
Epoch 104/500
450/450 [==============================] - 0s 746us/step - loss: 0.4016 - accuracy: 0.8358
Epoch 105/500
450/450 [==============================] - 0s 758us/step - loss: 0.4017 - accuracy: 0.8339
Epoch 106/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4022 - accuracy: 0.8360
Epoch 107/500
450/450 [==============================] - 0s 846us/step - loss: 0.4016 - accuracy: 0.8349
Epoch 108/500
450/450 [==============================] - 0s 915us/step - loss: 0.4017 - accuracy: 0.8354
Epoch 109/500
450/450 [==============================] - 0s 972us/step - loss: 0.4017 - accuracy: 0.8350
Epoch 110/500
450/450 [==============================] - 0s 864us/step - loss: 0.4014 - accuracy: 0.8354
Epoch 111/500
450/450 [==============================] - 0s 842us/step - loss: 0.4019 - accuracy: 0.8358
Epoch 112/500
450/450 [==============================] - 0s 853us/step - loss: 0.4017 - accuracy: 0.8361
Epoch 113/500
450/450 [==============================] - 0s 819us/step - loss: 0.4016 - accuracy: 0.8353
Epoch 114/500
450/450 [==============================] - 0s 776us/step - loss: 0.4016 - accuracy: 0.8343
Epoch 115/500
450/450 [==============================] - 0s 783us/step - loss: 0.4014 - accuracy: 0.8356
Epoch 116/500
450/450 [==============================] - 0s 764us/step - loss: 0.4017 - accuracy: 0.8354
Epoch 117/500
450/450 [==============================] - 0s 794us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 118/500
450/450 [==============================] - 0s 758us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 119/500
450/450 [==============================] - 0s 811us/step - loss: 0.4016 - accuracy: 0.8340
Epoch 120/500
450/450 [==============================] - 0s 771us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 121/500
450/450 [==============================] - 0s 891us/step - loss: 0.4019 - accuracy: 0.8354
Epoch 122/500
450/450 [==============================] - 0s 896us/step - loss: 0.4016 - accuracy: 0.8351
Epoch 123/500
450/450 [==============================] - 0s 836us/step - loss: 0.4015 - accuracy: 0.8350
Epoch 124/500
450/450 [==============================] - 0s 798us/step - loss: 0.4016 - accuracy: 0.8350
Epoch 125/500
450/450 [==============================] - 0s 797us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 126/500
450/450 [==============================] - 0s 764us/step - loss: 0.4014 - accuracy: 0.8350
Epoch 127/500
450/450 [==============================] - 0s 793us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 128/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8354
Epoch 129/500
450/450 [==============================] - 0s 788us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 130/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4015 - accuracy: 0.8357
Epoch 131/500
450/450 [==============================] - 0s 758us/step - loss: 0.4012 - accuracy: 0.8342
Epoch 132/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4015 - accuracy: 0.8360
Epoch 133/500
450/450 [==============================] - 0s 803us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 134/500
450/450 [==============================] - 0s 862us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 135/500
450/450 [==============================] - 0s 879us/step - loss: 0.4018 - accuracy: 0.8364
Epoch 136/500
450/450 [==============================] - 0s 793us/step - loss: 0.4017 - accuracy: 0.8336
Epoch 137/500
450/450 [==============================] - 0s 776us/step - loss: 0.4012 - accuracy: 0.8353
Epoch 138/500
450/450 [==============================] - 0s 764us/step - loss: 0.4015 - accuracy: 0.8343
Epoch 139/500
450/450 [==============================] - 0s 795us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 140/500
450/450 [==============================] - 0s 766us/step - loss: 0.4012 - accuracy: 0.8357
Epoch 141/500
450/450 [==============================] - 0s 767us/step - loss: 0.4015 - accuracy: 0.8347
Epoch 142/500
450/450 [==============================] - 0s 764us/step - loss: 0.4017 - accuracy: 0.8351
Epoch 143/500
450/450 [==============================] - 0s 791us/step - loss: 0.4010 - accuracy: 0.8349
Epoch 144/500
450/450 [==============================] - 0s 770us/step - loss: 0.4015 - accuracy: 0.8365
Epoch 145/500
450/450 [==============================] - 0s 814us/step - loss: 0.4011 - accuracy: 0.8367
Epoch 146/500
450/450 [==============================] - 0s 763us/step - loss: 0.4016 - accuracy: 0.8350
Epoch 147/500
450/450 [==============================] - 0s 772us/step - loss: 0.4017 - accuracy: 0.8350
Epoch 148/500
450/450 [==============================] - 0s 798us/step - loss: 0.4016 - accuracy: 0.8356
Epoch 149/500
450/450 [==============================] - 0s 764us/step - loss: 0.4014 - accuracy: 0.8343
Epoch 150/500
450/450 [==============================] - 0s 760us/step - loss: 0.4015 - accuracy: 0.8353
Epoch 151/500
450/450 [==============================] - 0s 800us/step - loss: 0.4013 - accuracy: 0.8363
Epoch 152/500
450/450 [==============================] - 0s 791us/step - loss: 0.4016 - accuracy: 0.8371
Epoch 153/500
450/450 [==============================] - 0s 763us/step - loss: 0.4014 - accuracy: 0.8353
Epoch 154/500
450/450 [==============================] - 0s 771us/step - loss: 0.4013 - accuracy: 0.8350
Epoch 155/500
450/450 [==============================] - 0s 763us/step - loss: 0.4013 - accuracy: 0.8365
Epoch 156/500
450/450 [==============================] - 0s 764us/step - loss: 0.4014 - accuracy: 0.8353
Epoch 157/500
450/450 [==============================] - 0s 777us/step - loss: 0.4016 - accuracy: 0.8361
Epoch 158/500
450/450 [==============================] - 0s 756us/step - loss: 0.4018 - accuracy: 0.8354
Epoch 159/500
450/450 [==============================] - 0s 760us/step - loss: 0.4014 - accuracy: 0.8354
Epoch 160/500
450/450 [==============================] - 0s 764us/step - loss: 0.4015 - accuracy: 0.8346
Epoch 161/500
450/450 [==============================] - 0s 773us/step - loss: 0.4014 - accuracy: 0.8360
Epoch 162/500
450/450 [==============================] - 0s 793us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 163/500
450/450 [==============================] - 0s 765us/step - loss: 0.4015 - accuracy: 0.8350
Epoch 164/500
450/450 [==============================] - 0s 770us/step - loss: 0.4012 - accuracy: 0.8364
Epoch 165/500
450/450 [==============================] - 0s 795us/step - loss: 0.4010 - accuracy: 0.8368
Epoch 166/500
450/450 [==============================] - 0s 761us/step - loss: 0.4017 - accuracy: 0.8356
Epoch 167/500
450/450 [==============================] - 0s 762us/step - loss: 0.4017 - accuracy: 0.83610s - loss: 0.4018 - accuracy:
Epoch 168/500
450/450 [==============================] - 0s 781us/step - loss: 0.4013 - accuracy: 0.8363
Epoch 169/500
450/450 [==============================] - 0s 772us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 170/500
450/450 [==============================] - 0s 767us/step - loss: 0.4012 - accuracy: 0.8363
Epoch 171/500
450/450 [==============================] - 0s 793us/step - loss: 0.4012 - accuracy: 0.8353
Epoch 172/500
450/450 [==============================] - 0s 761us/step - loss: 0.4010 - accuracy: 0.8353
Epoch 173/500
450/450 [==============================] - 0s 759us/step - loss: 0.4014 - accuracy: 0.8351
Epoch 174/500
450/450 [==============================] - 0s 775us/step - loss: 0.4011 - accuracy: 0.8361
Epoch 175/500
450/450 [==============================] - 0s 757us/step - loss: 0.4011 - accuracy: 0.83670s - loss: 0.4022 - accuracy: 0.83
Epoch 176/500
450/450 [==============================] - 0s 765us/step - loss: 0.4013 - accuracy: 0.8368
Epoch 177/500
450/450 [==============================] - 0s 777us/step - loss: 0.4013 - accuracy: 0.8358
Epoch 178/500
450/450 [==============================] - 0s 756us/step - loss: 0.4010 - accuracy: 0.8344
Epoch 179/500
450/450 [==============================] - 0s 756us/step - loss: 0.4011 - accuracy: 0.8357
Epoch 180/500
450/450 [==============================] - 0s 787us/step - loss: 0.4013 - accuracy: 0.8354
Epoch 181/500
450/450 [==============================] - 0s 779us/step - loss: 0.4012 - accuracy: 0.8360
Epoch 182/500
450/450 [==============================] - 0s 856us/step - loss: 0.4012 - accuracy: 0.8342
Epoch 183/500
450/450 [==============================] - 0s 809us/step - loss: 0.4013 - accuracy: 0.8354
Epoch 184/500
450/450 [==============================] - 0s 760us/step - loss: 0.4012 - accuracy: 0.8353
Epoch 185/500
450/450 [==============================] - 0s 792us/step - loss: 0.4018 - accuracy: 0.8347
Epoch 186/500
450/450 [==============================] - 0s 764us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 187/500
450/450 [==============================] - 0s 761us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 188/500
450/450 [==============================] - 0s 788us/step - loss: 0.4012 - accuracy: 0.8367
Epoch 189/500
450/450 [==============================] - 0s 765us/step - loss: 0.4015 - accuracy: 0.8346
Epoch 190/500
450/450 [==============================] - 0s 757us/step - loss: 0.4011 - accuracy: 0.8365
Epoch 191/500
450/450 [==============================] - 0s 801us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 192/500
450/450 [==============================] - 0s 949us/step - loss: 0.4011 - accuracy: 0.8357
Epoch 193/500
450/450 [==============================] - 0s 876us/step - loss: 0.4013 - accuracy: 0.8367
Epoch 194/500
450/450 [==============================] - 0s 771us/step - loss: 0.4013 - accuracy: 0.8357
Epoch 195/500
450/450 [==============================] - 0s 761us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 196/500
450/450 [==============================] - 0s 823us/step - loss: 0.4010 - accuracy: 0.8356
Epoch 197/500
450/450 [==============================] - 0s 768us/step - loss: 0.4013 - accuracy: 0.8357
Epoch 198/500
450/450 [==============================] - 0s 757us/step - loss: 0.4012 - accuracy: 0.8354
Epoch 199/500
450/450 [==============================] - 0s 761us/step - loss: 0.4011 - accuracy: 0.8365
Epoch 200/500
450/450 [==============================] - 0s 760us/step - loss: 0.4013 - accuracy: 0.8368
Epoch 201/500
450/450 [==============================] - 0s 751us/step - loss: 0.4014 - accuracy: 0.8347
Epoch 202/500
450/450 [==============================] - 0s 761us/step - loss: 0.4011 - accuracy: 0.8354
Epoch 203/500
450/450 [==============================] - 0s 767us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 204/500
450/450 [==============================] - 0s 757us/step - loss: 0.4011 - accuracy: 0.8350
Epoch 205/500
450/450 [==============================] - 0s 766us/step - loss: 0.4011 - accuracy: 0.8342
Epoch 206/500
450/450 [==============================] - 0s 761us/step - loss: 0.4010 - accuracy: 0.8367
Epoch 207/500
450/450 [==============================] - 0s 766us/step - loss: 0.4012 - accuracy: 0.8350
Epoch 208/500
450/450 [==============================] - 0s 819us/step - loss: 0.4012 - accuracy: 0.8349
Epoch 209/500
450/450 [==============================] - 0s 754us/step - loss: 0.4011 - accuracy: 0.8349
Epoch 210/500
450/450 [==============================] - 0s 758us/step - loss: 0.4010 - accuracy: 0.8353
Epoch 211/500
450/450 [==============================] - 0s 755us/step - loss: 0.4010 - accuracy: 0.8342
Epoch 212/500
450/450 [==============================] - 0s 758us/step - loss: 0.4013 - accuracy: 0.8351
Epoch 213/500
450/450 [==============================] - 0s 758us/step - loss: 0.4012 - accuracy: 0.8365
Epoch 214/500
450/450 [==============================] - 0s 761us/step - loss: 0.4009 - accuracy: 0.8347
Epoch 215/500
450/450 [==============================] - 0s 750us/step - loss: 0.4010 - accuracy: 0.8340
Epoch 216/500
450/450 [==============================] - 0s 766us/step - loss: 0.4012 - accuracy: 0.8350
Epoch 217/500
450/450 [==============================] - 0s 772us/step - loss: 0.4013 - accuracy: 0.8350
Epoch 218/500
450/450 [==============================] - 0s 761us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 219/500
450/450 [==============================] - 0s 758us/step - loss: 0.4012 - accuracy: 0.8365
Epoch 220/500
450/450 [==============================] - 0s 757us/step - loss: 0.4009 - accuracy: 0.8351
Epoch 221/500
450/450 [==============================] - 0s 761us/step - loss: 0.4011 - accuracy: 0.8342
Epoch 222/500
450/450 [==============================] - 0s 763us/step - loss: 0.4011 - accuracy: 0.8347
Epoch 223/500
450/450 [==============================] - 0s 771us/step - loss: 0.4014 - accuracy: 0.8357
Epoch 224/500
450/450 [==============================] - 0s 752us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 225/500
450/450 [==============================] - 0s 769us/step - loss: 0.4013 - accuracy: 0.8353
Epoch 226/500
450/450 [==============================] - 0s 756us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 227/500
450/450 [==============================] - 0s 745us/step - loss: 0.4007 - accuracy: 0.8363
Epoch 228/500
450/450 [==============================] - 0s 775us/step - loss: 0.4013 - accuracy: 0.8353
Epoch 229/500
450/450 [==============================] - 0s 755us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 230/500
450/450 [==============================] - 0s 749us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 231/500
450/450 [==============================] - 0s 781us/step - loss: 0.4013 - accuracy: 0.8351
Epoch 232/500
450/450 [==============================] - 0s 783us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 233/500
450/450 [==============================] - 0s 778us/step - loss: 0.4014 - accuracy: 0.8357
Epoch 234/500
450/450 [==============================] - 0s 775us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 235/500
450/450 [==============================] - 0s 802us/step - loss: 0.4008 - accuracy: 0.8361
Epoch 236/500
450/450 [==============================] - 0s 792us/step - loss: 0.4011 - accuracy: 0.8342
Epoch 237/500
450/450 [==============================] - 0s 775us/step - loss: 0.4011 - accuracy: 0.8347
Epoch 238/500
450/450 [==============================] - 0s 776us/step - loss: 0.4010 - accuracy: 0.8349
Epoch 239/500
450/450 [==============================] - 0s 775us/step - loss: 0.4010 - accuracy: 0.8360
Epoch 240/500
450/450 [==============================] - 0s 765us/step - loss: 0.4011 - accuracy: 0.8354
Epoch 241/500
450/450 [==============================] - 0s 762us/step - loss: 0.4011 - accuracy: 0.8342
Epoch 242/500
450/450 [==============================] - 0s 782us/step - loss: 0.4010 - accuracy: 0.8351
Epoch 243/500
450/450 [==============================] - 0s 763us/step - loss: 0.4011 - accuracy: 0.8364
Epoch 244/500
450/450 [==============================] - 0s 781us/step - loss: 0.4009 - accuracy: 0.8346
Epoch 245/500
450/450 [==============================] - 0s 778us/step - loss: 0.4009 - accuracy: 0.8347
Epoch 246/500
450/450 [==============================] - 0s 764us/step - loss: 0.4008 - accuracy: 0.8351
Epoch 247/500
450/450 [==============================] - 0s 759us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 248/500
450/450 [==============================] - 0s 764us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 249/500
450/450 [==============================] - 0s 760us/step - loss: 0.4009 - accuracy: 0.8342
Epoch 250/500
450/450 [==============================] - 0s 747us/step - loss: 0.4011 - accuracy: 0.8349
Epoch 251/500
450/450 [==============================] - 0s 771us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 252/500
450/450 [==============================] - 0s 756us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 253/500
450/450 [==============================] - 0s 752us/step - loss: 0.4006 - accuracy: 0.8350
Epoch 254/500
450/450 [==============================] - 0s 767us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 255/500
450/450 [==============================] - 0s 755us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 256/500
450/450 [==============================] - 0s 757us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 257/500
450/450 [==============================] - 0s 763us/step - loss: 0.4009 - accuracy: 0.8340
Epoch 258/500
450/450 [==============================] - 0s 752us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 259/500
450/450 [==============================] - 0s 764us/step - loss: 0.4005 - accuracy: 0.8346
Epoch 260/500
450/450 [==============================] - 0s 769us/step - loss: 0.4009 - accuracy: 0.8354
Epoch 261/500
450/450 [==============================] - 0s 764us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 262/500
450/450 [==============================] - 0s 775us/step - loss: 0.4012 - accuracy: 0.8358
Epoch 263/500
450/450 [==============================] - 0s 753us/step - loss: 0.4012 - accuracy: 0.8329
Epoch 264/500
450/450 [==============================] - 0s 761us/step - loss: 0.4008 - accuracy: 0.8343
Epoch 265/500
450/450 [==============================] - 0s 788us/step - loss: 0.4010 - accuracy: 0.8357
Epoch 266/500
450/450 [==============================] - 0s 769us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 267/500
450/450 [==============================] - 0s 754us/step - loss: 0.4013 - accuracy: 0.8349
Epoch 268/500
450/450 [==============================] - 0s 781us/step - loss: 0.4012 - accuracy: 0.8331
Epoch 269/500
450/450 [==============================] - 0s 751us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 270/500
450/450 [==============================] - 0s 752us/step - loss: 0.4011 - accuracy: 0.8335
Epoch 271/500
450/450 [==============================] - 0s 785us/step - loss: 0.4006 - accuracy: 0.8338
Epoch 272/500
450/450 [==============================] - 0s 752us/step - loss: 0.4007 - accuracy: 0.83680s - loss: 0.3864 - accuracy
Epoch 273/500
450/450 [==============================] - 0s 748us/step - loss: 0.4011 - accuracy: 0.8386
Epoch 274/500
450/450 [==============================] - 0s 772us/step - loss: 0.4010 - accuracy: 0.8343
Epoch 275/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8358
Epoch 276/500
450/450 [==============================] - 0s 750us/step - loss: 0.4009 - accuracy: 0.8342
Epoch 277/500
450/450 [==============================] - 0s 787us/step - loss: 0.4010 - accuracy: 0.8351
Epoch 278/500
450/450 [==============================] - 0s 748us/step - loss: 0.4012 - accuracy: 0.8344
Epoch 279/500
450/450 [==============================] - 0s 752us/step - loss: 0.4012 - accuracy: 0.8349
Epoch 280/500
450/450 [==============================] - 0s 785us/step - loss: 0.4007 - accuracy: 0.8347
Epoch 281/500
450/450 [==============================] - 0s 754us/step - loss: 0.4009 - accuracy: 0.8343
Epoch 282/500
450/450 [==============================] - 0s 755us/step - loss: 0.4011 - accuracy: 0.8360
Epoch 283/500
450/450 [==============================] - 0s 779us/step - loss: 0.4010 - accuracy: 0.8356
Epoch 284/500
450/450 [==============================] - 0s 776us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 285/500
450/450 [==============================] - 0s 751us/step - loss: 0.4009 - accuracy: 0.8336
Epoch 286/500
450/450 [==============================] - 0s 779us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 287/500
450/450 [==============================] - 0s 787us/step - loss: 0.4010 - accuracy: 0.8333
Epoch 288/500
450/450 [==============================] - 0s 855us/step - loss: 0.4010 - accuracy: 0.8351
Epoch 289/500
450/450 [==============================] - 0s 757us/step - loss: 0.4010 - accuracy: 0.8340
Epoch 290/500
450/450 [==============================] - 0s 758us/step - loss: 0.4010 - accuracy: 0.8343
Epoch 291/500
450/450 [==============================] - 0s 766us/step - loss: 0.4007 - accuracy: 0.8354
Epoch 292/500
450/450 [==============================] - 0s 754us/step - loss: 0.4008 - accuracy: 0.8347
Epoch 293/500
450/450 [==============================] - 0s 752us/step - loss: 0.4006 - accuracy: 0.8343
Epoch 294/500
450/450 [==============================] - 0s 783us/step - loss: 0.4010 - accuracy: 0.8343
Epoch 295/500
450/450 [==============================] - 0s 772us/step - loss: 0.4003 - accuracy: 0.8357
Epoch 296/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8335
Epoch 297/500
450/450 [==============================] - 0s 780us/step - loss: 0.4009 - accuracy: 0.8358
Epoch 298/500
450/450 [==============================] - 0s 753us/step - loss: 0.4008 - accuracy: 0.8350
Epoch 299/500
450/450 [==============================] - 0s 748us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 300/500
450/450 [==============================] - 0s 782us/step - loss: 0.4009 - accuracy: 0.8340
Epoch 301/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8338
Epoch 302/500
450/450 [==============================] - 0s 746us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 303/500
450/450 [==============================] - 0s 787us/step - loss: 0.4010 - accuracy: 0.8357
Epoch 304/500
450/450 [==============================] - 0s 754us/step - loss: 0.4012 - accuracy: 0.8342
Epoch 305/500
450/450 [==============================] - 0s 775us/step - loss: 0.4008 - accuracy: 0.8342
Epoch 306/500
450/450 [==============================] - 0s 755us/step - loss: 0.4009 - accuracy: 0.8367
Epoch 307/500
450/450 [==============================] - 0s 775us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 308/500
450/450 [==============================] - 0s 912us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 309/500
450/450 [==============================] - 0s 785us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 310/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 311/500
450/450 [==============================] - 0s 787us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 312/500
450/450 [==============================] - 0s 754us/step - loss: 0.4007 - accuracy: 0.8349
Epoch 313/500
450/450 [==============================] - 0s 756us/step - loss: 0.4011 - accuracy: 0.8360
Epoch 314/500
450/450 [==============================] - 0s 806us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 315/500
450/450 [==============================] - 0s 759us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 316/500
450/450 [==============================] - 0s 752us/step - loss: 0.4008 - accuracy: 0.8350
Epoch 317/500
450/450 [==============================] - 0s 782us/step - loss: 0.4004 - accuracy: 0.8340
Epoch 318/500
450/450 [==============================] - 0s 758us/step - loss: 0.4011 - accuracy: 0.8333
Epoch 319/500
450/450 [==============================] - 0s 764us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 320/500
450/450 [==============================] - 0s 767us/step - loss: 0.4005 - accuracy: 0.8354
Epoch 321/500
450/450 [==============================] - 0s 753us/step - loss: 0.4006 - accuracy: 0.8368
Epoch 322/500
450/450 [==============================] - 0s 756us/step - loss: 0.4010 - accuracy: 0.8349
Epoch 323/500
450/450 [==============================] - 0s 787us/step - loss: 0.4010 - accuracy: 0.8360
Epoch 324/500
450/450 [==============================] - 0s 757us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 325/500
450/450 [==============================] - 0s 755us/step - loss: 0.4011 - accuracy: 0.8347
Epoch 326/500
450/450 [==============================] - 0s 778us/step - loss: 0.4011 - accuracy: 0.8343
Epoch 327/500
450/450 [==============================] - 0s 755us/step - loss: 0.4008 - accuracy: 0.8351
Epoch 328/500
450/450 [==============================] - 0s 793us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 329/500
450/450 [==============================] - 0s 749us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 330/500
450/450 [==============================] - 0s 752us/step - loss: 0.4007 - accuracy: 0.8343
Epoch 331/500
450/450 [==============================] - 0s 775us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 332/500
450/450 [==============================] - 0s 751us/step - loss: 0.4010 - accuracy: 0.8350
Epoch 333/500
450/450 [==============================] - 0s 750us/step - loss: 0.4007 - accuracy: 0.8347
Epoch 334/500
450/450 [==============================] - 0s 777us/step - loss: 0.4010 - accuracy: 0.8340
Epoch 335/500
450/450 [==============================] - 0s 754us/step - loss: 0.4007 - accuracy: 0.8349
Epoch 336/500
450/450 [==============================] - 0s 756us/step - loss: 0.4010 - accuracy: 0.8353
Epoch 337/500
450/450 [==============================] - 0s 774us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 338/500
450/450 [==============================] - 0s 755us/step - loss: 0.4010 - accuracy: 0.8350
Epoch 339/500
450/450 [==============================] - 0s 754us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 340/500
450/450 [==============================] - 0s 772us/step - loss: 0.4014 - accuracy: 0.8346
Epoch 341/500
450/450 [==============================] - 0s 800us/step - loss: 0.4006 - accuracy: 0.8357
Epoch 342/500
450/450 [==============================] - 0s 759us/step - loss: 0.4011 - accuracy: 0.8367
Epoch 343/500
450/450 [==============================] - 0s 777us/step - loss: 0.4008 - accuracy: 0.8339
Epoch 344/500
450/450 [==============================] - 0s 759us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 345/500
450/450 [==============================] - 0s 754us/step - loss: 0.4010 - accuracy: 0.8329
Epoch 346/500
450/450 [==============================] - 0s 780us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 347/500
450/450 [==============================] - 0s 760us/step - loss: 0.4006 - accuracy: 0.8343
Epoch 348/500
450/450 [==============================] - 0s 760us/step - loss: 0.4005 - accuracy: 0.8354
Epoch 349/500
450/450 [==============================] - 0s 771us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 350/500
450/450 [==============================] - 0s 765us/step - loss: 0.4006 - accuracy: 0.8338
Epoch 351/500
450/450 [==============================] - 0s 758us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 352/500
450/450 [==============================] - 0s 777us/step - loss: 0.4009 - accuracy: 0.8368
Epoch 353/500
450/450 [==============================] - 0s 760us/step - loss: 0.4011 - accuracy: 0.8351
Epoch 354/500
450/450 [==============================] - 0s 763us/step - loss: 0.4008 - accuracy: 0.8349
Epoch 355/500
450/450 [==============================] - 0s 849us/step - loss: 0.4008 - accuracy: 0.8343
Epoch 356/500
450/450 [==============================] - 0s 751us/step - loss: 0.4008 - accuracy: 0.8347
Epoch 357/500
450/450 [==============================] - 0s 777us/step - loss: 0.4011 - accuracy: 0.8347
Epoch 358/500
450/450 [==============================] - 0s 762us/step - loss: 0.4008 - accuracy: 0.8369
Epoch 359/500
450/450 [==============================] - 0s 754us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 360/500
450/450 [==============================] - 0s 777us/step - loss: 0.4009 - accuracy: 0.8346
Epoch 361/500
450/450 [==============================] - 0s 756us/step - loss: 0.4007 - accuracy: 0.8351
Epoch 362/500
450/450 [==============================] - 0s 746us/step - loss: 0.4010 - accuracy: 0.8354
Epoch 363/500
450/450 [==============================] - 0s 775us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 364/500
450/450 [==============================] - 0s 760us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 365/500
450/450 [==============================] - 0s 747us/step - loss: 0.4010 - accuracy: 0.8372
Epoch 366/500
450/450 [==============================] - 0s 782us/step - loss: 0.4009 - accuracy: 0.8347
Epoch 367/500
450/450 [==============================] - 0s 759us/step - loss: 0.4004 - accuracy: 0.8339
Epoch 368/500
450/450 [==============================] - 0s 752us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 369/500
450/450 [==============================] - 0s 779us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 370/500
450/450 [==============================] - 0s 798us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 371/500
450/450 [==============================] - 0s 754us/step - loss: 0.4007 - accuracy: 0.8364
Epoch 372/500
450/450 [==============================] - 0s 774us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 373/500
450/450 [==============================] - 0s 755us/step - loss: 0.4003 - accuracy: 0.8350
Epoch 374/500
450/450 [==============================] - 0s 785us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 375/500
450/450 [==============================] - 0s 745us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 376/500
450/450 [==============================] - 0s 771us/step - loss: 0.4007 - accuracy: 0.8344
Epoch 377/500
450/450 [==============================] - 0s 770us/step - loss: 0.4009 - accuracy: 0.8365
Epoch 378/500
450/450 [==============================] - 0s 745us/step - loss: 0.4007 - accuracy: 0.8346
Epoch 379/500
450/450 [==============================] - 0s 760us/step - loss: 0.4009 - accuracy: 0.8340
Epoch 380/500
450/450 [==============================] - 0s 787us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 381/500
450/450 [==============================] - 0s 769us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 382/500
450/450 [==============================] - 0s 748us/step - loss: 0.4005 - accuracy: 0.8340
Epoch 383/500
450/450 [==============================] - 0s 787us/step - loss: 0.4007 - accuracy: 0.8340
Epoch 384/500
450/450 [==============================] - 0s 757us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 385/500
450/450 [==============================] - 0s 748us/step - loss: 0.4007 - accuracy: 0.8361
Epoch 386/500
450/450 [==============================] - 0s 786us/step - loss: 0.4010 - accuracy: 0.8356
Epoch 387/500
450/450 [==============================] - 0s 757us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 388/500
450/450 [==============================] - 0s 742us/step - loss: 0.4011 - accuracy: 0.8354
Epoch 389/500
450/450 [==============================] - 0s 867us/step - loss: 0.4009 - accuracy: 0.8357
Epoch 390/500
450/450 [==============================] - 0s 779us/step - loss: 0.4011 - accuracy: 0.8353
Epoch 391/500
450/450 [==============================] - 0s 788us/step - loss: 0.4011 - accuracy: 0.8350
Epoch 392/500
450/450 [==============================] - 0s 783us/step - loss: 0.4008 - accuracy: 0.83610s - loss: 0.3972 - accuracy:
Epoch 393/500
450/450 [==============================] - 0s 791us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 394/500
450/450 [==============================] - 0s 788us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 395/500
450/450 [==============================] - 0s 821us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 396/500
450/450 [==============================] - 0s 786us/step - loss: 0.4009 - accuracy: 0.8343
Epoch 397/500
450/450 [==============================] - 0s 780us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 398/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 399/500
450/450 [==============================] - 0s 756us/step - loss: 0.4010 - accuracy: 0.8354
Epoch 400/500
450/450 [==============================] - 0s 762us/step - loss: 0.4001 - accuracy: 0.8354
Epoch 401/500
450/450 [==============================] - 0s 747us/step - loss: 0.4008 - accuracy: 0.8344
Epoch 402/500
450/450 [==============================] - 0s 755us/step - loss: 0.4008 - accuracy: 0.8347
Epoch 403/500
450/450 [==============================] - 0s 775us/step - loss: 0.4007 - accuracy: 0.8354
Epoch 404/500
450/450 [==============================] - 0s 783us/step - loss: 0.4004 - accuracy: 0.8344
Epoch 405/500
450/450 [==============================] - 0s 798us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 406/500
450/450 [==============================] - 0s 804us/step - loss: 0.4009 - accuracy: 0.8374
Epoch 407/500
450/450 [==============================] - 0s 766us/step - loss: 0.4008 - accuracy: 0.8367
Epoch 408/500
450/450 [==============================] - 0s 770us/step - loss: 0.4009 - accuracy: 0.8351
Epoch 409/500
450/450 [==============================] - 0s 809us/step - loss: 0.4009 - accuracy: 0.8347
Epoch 410/500
450/450 [==============================] - 0s 771us/step - loss: 0.4004 - accuracy: 0.8349
Epoch 411/500
450/450 [==============================] - 0s 768us/step - loss: 0.4007 - accuracy: 0.83430s - loss: 0.3991 - accuracy: 0.83
Epoch 412/500
450/450 [==============================] - 0s 820us/step - loss: 0.4009 - accuracy: 0.8349
Epoch 413/500
450/450 [==============================] - 0s 776us/step - loss: 0.4007 - accuracy: 0.8356
Epoch 414/500
450/450 [==============================] - 0s 778us/step - loss: 0.4010 - accuracy: 0.8351
Epoch 415/500
450/450 [==============================] - 0s 806us/step - loss: 0.4010 - accuracy: 0.8344
Epoch 416/500
450/450 [==============================] - 0s 756us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 417/500
450/450 [==============================] - 0s 774us/step - loss: 0.4009 - accuracy: 0.8367
Epoch 418/500
450/450 [==============================] - 0s 753us/step - loss: 0.4009 - accuracy: 0.8336
Epoch 419/500
450/450 [==============================] - 0s 755us/step - loss: 0.4007 - accuracy: 0.8350
Epoch 420/500
450/450 [==============================] - 0s 778us/step - loss: 0.4009 - accuracy: 0.8354
Epoch 421/500
450/450 [==============================] - 0s 757us/step - loss: 0.4010 - accuracy: 0.8347
Epoch 422/500
450/450 [==============================] - 0s 758us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 423/500
450/450 [==============================] - 0s 789us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 424/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8344
Epoch 425/500
450/450 [==============================] - 0s 750us/step - loss: 0.4007 - accuracy: 0.8335
Epoch 426/500
450/450 [==============================] - 0s 784us/step - loss: 0.4009 - accuracy: 0.8363
Epoch 427/500
450/450 [==============================] - 0s 751us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 428/500
450/450 [==============================] - 0s 749us/step - loss: 0.4007 - accuracy: 0.8351
Epoch 429/500
450/450 [==============================] - 0s 765us/step - loss: 0.4010 - accuracy: 0.8353
Epoch 430/500
450/450 [==============================] - 0s 749us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 431/500
450/450 [==============================] - 0s 765us/step - loss: 0.4009 - accuracy: 0.8342
Epoch 432/500
450/450 [==============================] - 0s 774us/step - loss: 0.4011 - accuracy: 0.8353
Epoch 433/500
450/450 [==============================] - 0s 780us/step - loss: 0.4008 - accuracy: 0.83560s - loss: 0.4028 - accuracy: 0.
Epoch 434/500
450/450 [==============================] - 0s 754us/step - loss: 0.4009 - accuracy: 0.8374
Epoch 435/500
450/450 [==============================] - 0s 778us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 436/500
450/450 [==============================] - 0s 756us/step - loss: 0.4006 - accuracy: 0.8353
Epoch 437/500
450/450 [==============================] - 0s 775us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 438/500
450/450 [==============================] - 0s 768us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 439/500
450/450 [==============================] - 0s 757us/step - loss: 0.4005 - accuracy: 0.8354
Epoch 440/500
450/450 [==============================] - 0s 769us/step - loss: 0.4005 - accuracy: 0.8347
Epoch 441/500
450/450 [==============================] - 0s 746us/step - loss: 0.4007 - accuracy: 0.8344
Epoch 442/500
450/450 [==============================] - 0s 758us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 443/500
450/450 [==============================] - 0s 768us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 444/500
450/450 [==============================] - 0s 761us/step - loss: 0.4005 - accuracy: 0.8351
Epoch 445/500
450/450 [==============================] - 0s 997us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 446/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4008 - accuracy: 0.8351
Epoch 447/500
450/450 [==============================] - 0s 944us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 448/500
450/450 [==============================] - 0s 875us/step - loss: 0.4005 - accuracy: 0.8367
Epoch 449/500
450/450 [==============================] - 0s 837us/step - loss: 0.4009 - accuracy: 0.8365
Epoch 450/500
450/450 [==============================] - 0s 921us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 451/500
450/450 [==============================] - 0s 810us/step - loss: 0.4006 - accuracy: 0.8344
Epoch 452/500
450/450 [==============================] - 0s 807us/step - loss: 0.4009 - accuracy: 0.8343
Epoch 453/500
450/450 [==============================] - 0s 817us/step - loss: 0.4006 - accuracy: 0.8351
Epoch 454/500
450/450 [==============================] - 0s 850us/step - loss: 0.4009 - accuracy: 0.8343
Epoch 455/500
450/450 [==============================] - 0s 797us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 456/500
450/450 [==============================] - 0s 791us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 457/500
450/450 [==============================] - 0s 754us/step - loss: 0.4006 - accuracy: 0.8336
Epoch 458/500
450/450 [==============================] - 0s 783us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 459/500
450/450 [==============================] - 0s 783us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 460/500
450/450 [==============================] - 0s 772us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 461/500
450/450 [==============================] - 0s 855us/step - loss: 0.4008 - accuracy: 0.8335
Epoch 462/500
450/450 [==============================] - 0s 852us/step - loss: 0.4007 - accuracy: 0.83470s - loss: 0.4023 - accuracy: 0.
Epoch 463/500
450/450 [==============================] - 0s 814us/step - loss: 0.4008 - accuracy: 0.8350
Epoch 464/500
450/450 [==============================] - 0s 779us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 465/500
450/450 [==============================] - 0s 762us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 466/500
450/450 [==============================] - 0s 752us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 467/500
450/450 [==============================] - 0s 768us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 468/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4006 - accuracy: 0.8338
Epoch 469/500
450/450 [==============================] - 0s 843us/step - loss: 0.4005 - accuracy: 0.8349
Epoch 470/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8349
Epoch 471/500
450/450 [==============================] - 0s 748us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 472/500
450/450 [==============================] - 0s 797us/step - loss: 0.4008 - accuracy: 0.8351
Epoch 473/500
450/450 [==============================] - 0s 754us/step - loss: 0.4008 - accuracy: 0.8346
Epoch 474/500
450/450 [==============================] - 0s 845us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 475/500
450/450 [==============================] - 0s 843us/step - loss: 0.4005 - accuracy: 0.8369
Epoch 476/500
450/450 [==============================] - 0s 828us/step - loss: 0.4006 - accuracy: 0.8349
Epoch 477/500
450/450 [==============================] - 0s 766us/step - loss: 0.4006 - accuracy: 0.8328
Epoch 478/500
450/450 [==============================] - 0s 773us/step - loss: 0.4009 - accuracy: 0.8353
Epoch 479/500
450/450 [==============================] - 0s 752us/step - loss: 0.4007 - accuracy: 0.8353
Epoch 480/500
450/450 [==============================] - 0s 802us/step - loss: 0.4005 - accuracy: 0.8351
Epoch 481/500
450/450 [==============================] - 0s 757us/step - loss: 0.4006 - accuracy: 0.8350
Epoch 482/500
450/450 [==============================] - 0s 752us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 483/500
450/450 [==============================] - 0s 772us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 484/500
450/450 [==============================] - 0s 763us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 485/500
450/450 [==============================] - 0s 746us/step - loss: 0.4009 - accuracy: 0.8354
Epoch 486/500
450/450 [==============================] - 0s 776us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 487/500
450/450 [==============================] - 0s 761us/step - loss: 0.4006 - accuracy: 0.8351
Epoch 488/500
450/450 [==============================] - 0s 761us/step - loss: 0.4005 - accuracy: 0.8364
Epoch 489/500
450/450 [==============================] - 0s 774us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 490/500
450/450 [==============================] - 0s 755us/step - loss: 0.4008 - accuracy: 0.8344
Epoch 491/500
450/450 [==============================] - 0s 753us/step - loss: 0.4006 - accuracy: 0.8361
Epoch 492/500
450/450 [==============================] - 0s 792us/step - loss: 0.4010 - accuracy: 0.8350
Epoch 493/500
450/450 [==============================] - 0s 759us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 494/500
450/450 [==============================] - 0s 752us/step - loss: 0.4009 - accuracy: 0.8344
Epoch 495/500
450/450 [==============================] - 0s 761us/step - loss: 0.4009 - accuracy: 0.8349
Epoch 496/500
450/450 [==============================] - 0s 759us/step - loss: 0.4005 - accuracy: 0.8343
Epoch 497/500
450/450 [==============================] - 0s 761us/step - loss: 0.4005 - accuracy: 0.8351
Epoch 498/500
450/450 [==============================] - 0s 766us/step - loss: 0.4008 - accuracy: 0.8346
Epoch 499/500
450/450 [==============================] - 0s 772us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 500/500
450/450 [==============================] - 0s 826us/step - loss: 0.4009 - accuracy: 0.8342
Epoch 1/500
450/450 [==============================] - 0s 765us/step - loss: 0.5240 - accuracy: 0.7969
Epoch 2/500
450/450 [==============================] - 0s 996us/step - loss: 0.4338 - accuracy: 0.7986
Epoch 3/500
450/450 [==============================] - 0s 766us/step - loss: 0.4303 - accuracy: 0.7986
Epoch 4/500
450/450 [==============================] - 0s 738us/step - loss: 0.4269 - accuracy: 0.7986
Epoch 5/500
450/450 [==============================] - 0s 773us/step - loss: 0.4226 - accuracy: 0.7986
Epoch 6/500
450/450 [==============================] - 0s 820us/step - loss: 0.4196 - accuracy: 0.8161
Epoch 7/500
450/450 [==============================] - 0s 780us/step - loss: 0.4166 - accuracy: 0.8272
Epoch 8/500
450/450 [==============================] - 0s 762us/step - loss: 0.4152 - accuracy: 0.8307
Epoch 9/500
450/450 [==============================] - 0s 759us/step - loss: 0.4140 - accuracy: 0.8325
Epoch 10/500
450/450 [==============================] - 0s 786us/step - loss: 0.4127 - accuracy: 0.8322
Epoch 11/500
450/450 [==============================] - 0s 738us/step - loss: 0.4117 - accuracy: 0.8332
Epoch 12/500
450/450 [==============================] - 0s 747us/step - loss: 0.4108 - accuracy: 0.8332
Epoch 13/500
450/450 [==============================] - 0s 774us/step - loss: 0.4101 - accuracy: 0.8350
Epoch 14/500
450/450 [==============================] - 0s 865us/step - loss: 0.4092 - accuracy: 0.8371
Epoch 15/500
450/450 [==============================] - 0s 772us/step - loss: 0.4082 - accuracy: 0.8367
Epoch 16/500
450/450 [==============================] - 0s 780us/step - loss: 0.4076 - accuracy: 0.8365
Epoch 17/500
450/450 [==============================] - 0s 747us/step - loss: 0.4071 - accuracy: 0.8369
Epoch 18/500
450/450 [==============================] - 0s 741us/step - loss: 0.4059 - accuracy: 0.8372
Epoch 19/500
450/450 [==============================] - 0s 763us/step - loss: 0.4054 - accuracy: 0.8369
Epoch 20/500
450/450 [==============================] - 0s 760us/step - loss: 0.4047 - accuracy: 0.8364
Epoch 21/500
450/450 [==============================] - 0s 739us/step - loss: 0.4040 - accuracy: 0.8376
Epoch 22/500
450/450 [==============================] - 0s 857us/step - loss: 0.4034 - accuracy: 0.8381
Epoch 23/500
450/450 [==============================] - 0s 748us/step - loss: 0.4030 - accuracy: 0.8386
Epoch 24/500
450/450 [==============================] - 0s 740us/step - loss: 0.4026 - accuracy: 0.8381
Epoch 25/500
450/450 [==============================] - 0s 771us/step - loss: 0.4019 - accuracy: 0.8372
Epoch 26/500
450/450 [==============================] - 0s 749us/step - loss: 0.4015 - accuracy: 0.8374
Epoch 27/500
450/450 [==============================] - 0s 740us/step - loss: 0.4014 - accuracy: 0.8383
Epoch 28/500
450/450 [==============================] - 0s 770us/step - loss: 0.4011 - accuracy: 0.8385
Epoch 29/500
450/450 [==============================] - 0s 749us/step - loss: 0.4007 - accuracy: 0.8382
Epoch 30/500
450/450 [==============================] - 0s 737us/step - loss: 0.4002 - accuracy: 0.8375
Epoch 31/500
450/450 [==============================] - 0s 771us/step - loss: 0.4004 - accuracy: 0.8382
Epoch 32/500
450/450 [==============================] - 0s 750us/step - loss: 0.4000 - accuracy: 0.8385
Epoch 33/500
450/450 [==============================] - 0s 769us/step - loss: 0.3998 - accuracy: 0.8390
Epoch 34/500
450/450 [==============================] - ETA: 0s - loss: 0.3999 - accuracy: 0.83 - 0s 782us/step - loss: 0.3995 - accuracy: 0.8381
Epoch 35/500
450/450 [==============================] - 0s 801us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 36/500
450/450 [==============================] - 0s 760us/step - loss: 0.3997 - accuracy: 0.8389
Epoch 37/500
450/450 [==============================] - 0s 756us/step - loss: 0.3991 - accuracy: 0.8385
Epoch 38/500
450/450 [==============================] - 0s 766us/step - loss: 0.3989 - accuracy: 0.8390
Epoch 39/500
450/450 [==============================] - 0s 770us/step - loss: 0.3989 - accuracy: 0.8400
Epoch 40/500
450/450 [==============================] - 0s 742us/step - loss: 0.3988 - accuracy: 0.8389
Epoch 41/500
450/450 [==============================] - 0s 752us/step - loss: 0.3983 - accuracy: 0.8403
Epoch 42/500
450/450 [==============================] - 0s 771us/step - loss: 0.3982 - accuracy: 0.8399
Epoch 43/500
450/450 [==============================] - 0s 751us/step - loss: 0.3985 - accuracy: 0.8394
Epoch 44/500
450/450 [==============================] - 0s 749us/step - loss: 0.3982 - accuracy: 0.8396
Epoch 45/500
450/450 [==============================] - 0s 771us/step - loss: 0.3982 - accuracy: 0.8390
Epoch 46/500
450/450 [==============================] - 0s 748us/step - loss: 0.3978 - accuracy: 0.8404
Epoch 47/500
450/450 [==============================] - 0s 746us/step - loss: 0.3976 - accuracy: 0.8400
Epoch 48/500
450/450 [==============================] - 0s 784us/step - loss: 0.3977 - accuracy: 0.8399
Epoch 49/500
450/450 [==============================] - 0s 755us/step - loss: 0.3979 - accuracy: 0.8386
Epoch 50/500
450/450 [==============================] - 0s 756us/step - loss: 0.3973 - accuracy: 0.8394
Epoch 51/500
450/450 [==============================] - 0s 763us/step - loss: 0.3970 - accuracy: 0.8401
Epoch 52/500
450/450 [==============================] - 0s 753us/step - loss: 0.3973 - accuracy: 0.8410
Epoch 53/500
450/450 [==============================] - 0s 756us/step - loss: 0.3971 - accuracy: 0.8399
Epoch 54/500
450/450 [==============================] - 0s 820us/step - loss: 0.3969 - accuracy: 0.8394
Epoch 55/500
450/450 [==============================] - 0s 783us/step - loss: 0.3970 - accuracy: 0.8393
Epoch 56/500
450/450 [==============================] - 0s 740us/step - loss: 0.3967 - accuracy: 0.8389
Epoch 57/500
450/450 [==============================] - 0s 777us/step - loss: 0.3970 - accuracy: 0.8389
Epoch 58/500
450/450 [==============================] - 0s 747us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 59/500
450/450 [==============================] - 0s 775us/step - loss: 0.3966 - accuracy: 0.8388
Epoch 60/500
450/450 [==============================] - 0s 750us/step - loss: 0.3966 - accuracy: 0.8397
Epoch 61/500
450/450 [==============================] - 0s 749us/step - loss: 0.3968 - accuracy: 0.8396
Epoch 62/500
450/450 [==============================] - 0s 743us/step - loss: 0.3966 - accuracy: 0.8419
Epoch 63/500
450/450 [==============================] - 0s 777us/step - loss: 0.3964 - accuracy: 0.8400
Epoch 64/500
450/450 [==============================] - 0s 755us/step - loss: 0.3967 - accuracy: 0.8397
Epoch 65/500
450/450 [==============================] - 0s 753us/step - loss: 0.3965 - accuracy: 0.8410
Epoch 66/500
450/450 [==============================] - 0s 741us/step - loss: 0.3967 - accuracy: 0.8410
Epoch 67/500
450/450 [==============================] - 0s 752us/step - loss: 0.3961 - accuracy: 0.8404
Epoch 68/500
450/450 [==============================] - 0s 757us/step - loss: 0.3966 - accuracy: 0.8404
Epoch 69/500
450/450 [==============================] - 0s 746us/step - loss: 0.3964 - accuracy: 0.8411
Epoch 70/500
450/450 [==============================] - 0s 747us/step - loss: 0.3964 - accuracy: 0.8397
Epoch 71/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8396
Epoch 72/500
450/450 [==============================] - 0s 779us/step - loss: 0.3961 - accuracy: 0.8396
Epoch 73/500
450/450 [==============================] - 0s 755us/step - loss: 0.3963 - accuracy: 0.8394
Epoch 74/500
450/450 [==============================] - 0s 779us/step - loss: 0.3962 - accuracy: 0.8411
Epoch 75/500
450/450 [==============================] - 0s 755us/step - loss: 0.3956 - accuracy: 0.8419
Epoch 76/500
450/450 [==============================] - 0s 751us/step - loss: 0.3958 - accuracy: 0.8394
Epoch 77/500
450/450 [==============================] - 0s 811us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 78/500
450/450 [==============================] - 0s 744us/step - loss: 0.3956 - accuracy: 0.8417
Epoch 79/500
450/450 [==============================] - 0s 770us/step - loss: 0.3962 - accuracy: 0.8393
Epoch 80/500
450/450 [==============================] - 0s 745us/step - loss: 0.3955 - accuracy: 0.8403
Epoch 81/500
450/450 [==============================] - 0s 752us/step - loss: 0.3956 - accuracy: 0.8397
Epoch 82/500
450/450 [==============================] - 0s 915us/step - loss: 0.3959 - accuracy: 0.8401
Epoch 83/500
450/450 [==============================] - 0s 738us/step - loss: 0.3959 - accuracy: 0.8396
Epoch 84/500
450/450 [==============================] - 0s 744us/step - loss: 0.3961 - accuracy: 0.8401
Epoch 85/500
450/450 [==============================] - 0s 758us/step - loss: 0.3958 - accuracy: 0.84010s - loss: 0.3905 - accuracy:
Epoch 86/500
450/450 [==============================] - 0s 742us/step - loss: 0.3958 - accuracy: 0.8399
Epoch 87/500
450/450 [==============================] - 0s 751us/step - loss: 0.3957 - accuracy: 0.8406
Epoch 88/500
450/450 [==============================] - 0s 774us/step - loss: 0.3960 - accuracy: 0.8400
Epoch 89/500
450/450 [==============================] - 0s 751us/step - loss: 0.3955 - accuracy: 0.8396
Epoch 90/500
450/450 [==============================] - 0s 750us/step - loss: 0.3960 - accuracy: 0.8411
Epoch 91/500
450/450 [==============================] - 0s 773us/step - loss: 0.3952 - accuracy: 0.8394
Epoch 92/500
450/450 [==============================] - 0s 746us/step - loss: 0.3958 - accuracy: 0.8411
Epoch 93/500
450/450 [==============================] - 0s 740us/step - loss: 0.3959 - accuracy: 0.8403
Epoch 94/500
450/450 [==============================] - 0s 770us/step - loss: 0.3958 - accuracy: 0.8410
Epoch 95/500
450/450 [==============================] - 0s 747us/step - loss: 0.3954 - accuracy: 0.8397
Epoch 96/500
450/450 [==============================] - 0s 745us/step - loss: 0.3955 - accuracy: 0.8417
Epoch 97/500
450/450 [==============================] - 0s 755us/step - loss: 0.3957 - accuracy: 0.8401
Epoch 98/500
450/450 [==============================] - 0s 750us/step - loss: 0.3955 - accuracy: 0.8400
Epoch 99/500
450/450 [==============================] - 0s 837us/step - loss: 0.3954 - accuracy: 0.8404
Epoch 100/500
450/450 [==============================] - 0s 879us/step - loss: 0.3958 - accuracy: 0.8404
Epoch 101/500
450/450 [==============================] - 0s 785us/step - loss: 0.3955 - accuracy: 0.8401
Epoch 102/500
450/450 [==============================] - 0s 872us/step - loss: 0.3958 - accuracy: 0.8407
Epoch 103/500
450/450 [==============================] - 0s 871us/step - loss: 0.3954 - accuracy: 0.8396
Epoch 104/500
450/450 [==============================] - 0s 797us/step - loss: 0.3958 - accuracy: 0.8407
Epoch 105/500
450/450 [==============================] - 0s 862us/step - loss: 0.3957 - accuracy: 0.8396
Epoch 106/500
450/450 [==============================] - 0s 773us/step - loss: 0.3959 - accuracy: 0.8408
Epoch 107/500
450/450 [==============================] - 0s 766us/step - loss: 0.3956 - accuracy: 0.8400
Epoch 108/500
450/450 [==============================] - 0s 775us/step - loss: 0.3954 - accuracy: 0.8415
Epoch 109/500
450/450 [==============================] - 0s 760us/step - loss: 0.3956 - accuracy: 0.8390
Epoch 110/500
450/450 [==============================] - 0s 756us/step - loss: 0.3953 - accuracy: 0.8407
Epoch 111/500
450/450 [==============================] - 0s 778us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 112/500
450/450 [==============================] - 0s 876us/step - loss: 0.3955 - accuracy: 0.8397
Epoch 113/500
450/450 [==============================] - 0s 801us/step - loss: 0.3955 - accuracy: 0.8401
Epoch 114/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8403
Epoch 115/500
450/450 [==============================] - 0s 786us/step - loss: 0.3956 - accuracy: 0.8406
Epoch 116/500
450/450 [==============================] - 0s 750us/step - loss: 0.3951 - accuracy: 0.8397
Epoch 117/500
450/450 [==============================] - 0s 758us/step - loss: 0.3955 - accuracy: 0.8407
Epoch 118/500
450/450 [==============================] - 0s 747us/step - loss: 0.3957 - accuracy: 0.8407
Epoch 119/500
450/450 [==============================] - 0s 780us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 120/500
450/450 [==============================] - 0s 760us/step - loss: 0.3954 - accuracy: 0.8399
Epoch 121/500
450/450 [==============================] - 0s 788us/step - loss: 0.3953 - accuracy: 0.8417
Epoch 122/500
450/450 [==============================] - 0s 740us/step - loss: 0.3955 - accuracy: 0.8407
Epoch 123/500
450/450 [==============================] - 0s 777us/step - loss: 0.3953 - accuracy: 0.8408
Epoch 124/500
450/450 [==============================] - 0s 755us/step - loss: 0.3956 - accuracy: 0.8408
Epoch 125/500
450/450 [==============================] - 0s 816us/step - loss: 0.3943 - accuracy: 0.8404
Epoch 126/500
450/450 [==============================] - 0s 748us/step - loss: 0.3954 - accuracy: 0.8403
Epoch 127/500
450/450 [==============================] - 0s 758us/step - loss: 0.3954 - accuracy: 0.8401
Epoch 128/500
450/450 [==============================] - 0s 767us/step - loss: 0.3950 - accuracy: 0.8404
Epoch 129/500
450/450 [==============================] - 0s 760us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 130/500
450/450 [==============================] - 0s 791us/step - loss: 0.3951 - accuracy: 0.8400
Epoch 131/500
450/450 [==============================] - 0s 742us/step - loss: 0.3959 - accuracy: 0.8419
Epoch 132/500
450/450 [==============================] - 0s 749us/step - loss: 0.3952 - accuracy: 0.8407
Epoch 133/500
450/450 [==============================] - 0s 778us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 134/500
450/450 [==============================] - 0s 774us/step - loss: 0.3949 - accuracy: 0.8419
Epoch 135/500
450/450 [==============================] - 0s 741us/step - loss: 0.3951 - accuracy: 0.8407
Epoch 136/500
450/450 [==============================] - 0s 765us/step - loss: 0.3952 - accuracy: 0.8408
Epoch 137/500
450/450 [==============================] - 0s 750us/step - loss: 0.3951 - accuracy: 0.8400
Epoch 138/500
450/450 [==============================] - 0s 738us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 139/500
450/450 [==============================] - 0s 772us/step - loss: 0.3955 - accuracy: 0.8400
Epoch 140/500
450/450 [==============================] - 0s 752us/step - loss: 0.3949 - accuracy: 0.8401
Epoch 141/500
450/450 [==============================] - 0s 735us/step - loss: 0.3954 - accuracy: 0.8396
Epoch 142/500
450/450 [==============================] - 0s 779us/step - loss: 0.3950 - accuracy: 0.8397
Epoch 143/500
450/450 [==============================] - 0s 749us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 144/500
450/450 [==============================] - 0s 763us/step - loss: 0.3950 - accuracy: 0.8410
Epoch 145/500
450/450 [==============================] - 0s 750us/step - loss: 0.3950 - accuracy: 0.8399
Epoch 146/500
450/450 [==============================] - 0s 750us/step - loss: 0.3954 - accuracy: 0.8400
Epoch 147/500
450/450 [==============================] - 0s 741us/step - loss: 0.3947 - accuracy: 0.8404
Epoch 148/500
450/450 [==============================] - 0s 772us/step - loss: 0.3953 - accuracy: 0.8397
Epoch 149/500
450/450 [==============================] - 0s 751us/step - loss: 0.3950 - accuracy: 0.8401
Epoch 150/500
450/450 [==============================] - 0s 758us/step - loss: 0.3953 - accuracy: 0.8400
Epoch 151/500
450/450 [==============================] - 0s 747us/step - loss: 0.3950 - accuracy: 0.8419
Epoch 152/500
450/450 [==============================] - 0s 749us/step - loss: 0.3950 - accuracy: 0.8403
Epoch 153/500
450/450 [==============================] - 0s 757us/step - loss: 0.3954 - accuracy: 0.8406
Epoch 154/500
450/450 [==============================] - 0s 782us/step - loss: 0.3951 - accuracy: 0.8401
Epoch 155/500
450/450 [==============================] - 0s 751us/step - loss: 0.3949 - accuracy: 0.8404
Epoch 156/500
450/450 [==============================] - 0s 767us/step - loss: 0.3949 - accuracy: 0.8397
Epoch 157/500
450/450 [==============================] - 0s 749us/step - loss: 0.3950 - accuracy: 0.8417
Epoch 158/500
450/450 [==============================] - 0s 762us/step - loss: 0.3951 - accuracy: 0.8389
Epoch 159/500
450/450 [==============================] - 0s 772us/step - loss: 0.3954 - accuracy: 0.8400
Epoch 160/500
450/450 [==============================] - 0s 743us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 161/500
450/450 [==============================] - 0s 754us/step - loss: 0.3953 - accuracy: 0.8404
Epoch 162/500
450/450 [==============================] - 0s 766us/step - loss: 0.3953 - accuracy: 0.8410
Epoch 163/500
450/450 [==============================] - 0s 761us/step - loss: 0.3949 - accuracy: 0.8400
Epoch 164/500
450/450 [==============================] - 0s 761us/step - loss: 0.3955 - accuracy: 0.8410
Epoch 165/500
450/450 [==============================] - 0s 768us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 166/500
450/450 [==============================] - 0s 744us/step - loss: 0.3950 - accuracy: 0.8410
Epoch 167/500
450/450 [==============================] - 0s 760us/step - loss: 0.3950 - accuracy: 0.8413
Epoch 168/500
450/450 [==============================] - 0s 779us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 169/500
450/450 [==============================] - 0s 738us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 170/500
450/450 [==============================] - 0s 747us/step - loss: 0.3949 - accuracy: 0.8401
Epoch 171/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8407
Epoch 172/500
450/450 [==============================] - 0s 874us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 173/500
450/450 [==============================] - 0s 778us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 174/500
450/450 [==============================] - 0s 938us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 175/500
450/450 [==============================] - 0s 757us/step - loss: 0.3951 - accuracy: 0.8403
Epoch 176/500
450/450 [==============================] - 0s 778us/step - loss: 0.3953 - accuracy: 0.8404
Epoch 177/500
450/450 [==============================] - 0s 752us/step - loss: 0.3949 - accuracy: 0.8406
Epoch 178/500
450/450 [==============================] - 0s 759us/step - loss: 0.3952 - accuracy: 0.8408
Epoch 179/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8400
Epoch 180/500
450/450 [==============================] - 0s 756us/step - loss: 0.3947 - accuracy: 0.8407
Epoch 181/500
450/450 [==============================] - 0s 752us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 182/500
450/450 [==============================] - 0s 763us/step - loss: 0.3951 - accuracy: 0.8410
Epoch 183/500
450/450 [==============================] - 0s 743us/step - loss: 0.3950 - accuracy: 0.8403
Epoch 184/500
450/450 [==============================] - 0s 772us/step - loss: 0.3950 - accuracy: 0.8413
Epoch 185/500
450/450 [==============================] - 0s 780us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 186/500
450/450 [==============================] - 0s 758us/step - loss: 0.3951 - accuracy: 0.84010s - loss: 0.4062 - accura
Epoch 187/500
450/450 [==============================] - 0s 758us/step - loss: 0.3950 - accuracy: 0.8404
Epoch 188/500
450/450 [==============================] - 0s 772us/step - loss: 0.3947 - accuracy: 0.8415
Epoch 189/500
450/450 [==============================] - 0s 751us/step - loss: 0.3948 - accuracy: 0.8394
Epoch 190/500
450/450 [==============================] - 0s 747us/step - loss: 0.3947 - accuracy: 0.8394
Epoch 191/500
450/450 [==============================] - 0s 770us/step - loss: 0.3949 - accuracy: 0.8407
Epoch 192/500
450/450 [==============================] - 0s 764us/step - loss: 0.3949 - accuracy: 0.8414
Epoch 193/500
450/450 [==============================] - 0s 747us/step - loss: 0.3948 - accuracy: 0.8404
Epoch 194/500
450/450 [==============================] - 0s 865us/step - loss: 0.3948 - accuracy: 0.8410
Epoch 195/500
450/450 [==============================] - 0s 757us/step - loss: 0.3948 - accuracy: 0.8403
Epoch 196/500
450/450 [==============================] - 0s 749us/step - loss: 0.3947 - accuracy: 0.8399
Epoch 197/500
450/450 [==============================] - 0s 811us/step - loss: 0.3948 - accuracy: 0.8401
Epoch 198/500
450/450 [==============================] - 0s 748us/step - loss: 0.3945 - accuracy: 0.8421
Epoch 199/500
450/450 [==============================] - 0s 785us/step - loss: 0.3948 - accuracy: 0.8404
Epoch 200/500
450/450 [==============================] - 0s 740us/step - loss: 0.3946 - accuracy: 0.8396
Epoch 201/500
450/450 [==============================] - 0s 762us/step - loss: 0.3947 - accuracy: 0.8401
Epoch 202/500
450/450 [==============================] - 0s 761us/step - loss: 0.3948 - accuracy: 0.8401
Epoch 203/500
450/450 [==============================] - 0s 744us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 204/500
450/450 [==============================] - 0s 745us/step - loss: 0.3945 - accuracy: 0.8397
Epoch 205/500
450/450 [==============================] - 0s 785us/step - loss: 0.3947 - accuracy: 0.8399
Epoch 206/500
450/450 [==============================] - 0s 743us/step - loss: 0.3945 - accuracy: 0.8400
Epoch 207/500
450/450 [==============================] - 0s 744us/step - loss: 0.3945 - accuracy: 0.8401
Epoch 208/500
450/450 [==============================] - 0s 776us/step - loss: 0.3945 - accuracy: 0.8394
Epoch 209/500
450/450 [==============================] - 0s 766us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 210/500
450/450 [==============================] - 0s 750us/step - loss: 0.3940 - accuracy: 0.8400
Epoch 211/500
450/450 [==============================] - 0s 771us/step - loss: 0.3942 - accuracy: 0.8393
Epoch 212/500
450/450 [==============================] - 0s 747us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 213/500
450/450 [==============================] - 0s 750us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 214/500
450/450 [==============================] - 0s 776us/step - loss: 0.3942 - accuracy: 0.8401
Epoch 215/500
450/450 [==============================] - 0s 762us/step - loss: 0.3936 - accuracy: 0.8407
Epoch 216/500
450/450 [==============================] - 0s 742us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 217/500
450/450 [==============================] - 0s 753us/step - loss: 0.3936 - accuracy: 0.8408
Epoch 218/500
450/450 [==============================] - 0s 750us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 219/500
450/450 [==============================] - 0s 741us/step - loss: 0.3937 - accuracy: 0.8411
Epoch 220/500
450/450 [==============================] - 0s 774us/step - loss: 0.3936 - accuracy: 0.8397
Epoch 221/500
450/450 [==============================] - 0s 763us/step - loss: 0.3929 - accuracy: 0.8413
Epoch 222/500
450/450 [==============================] - 0s 743us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 223/500
450/450 [==============================] - 0s 764us/step - loss: 0.3934 - accuracy: 0.8407
Epoch 224/500
450/450 [==============================] - 0s 752us/step - loss: 0.3934 - accuracy: 0.8404
Epoch 225/500
450/450 [==============================] - 0s 751us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 226/500
450/450 [==============================] - 0s 763us/step - loss: 0.3933 - accuracy: 0.8410
Epoch 227/500
450/450 [==============================] - 0s 751us/step - loss: 0.3933 - accuracy: 0.8399
Epoch 228/500
450/450 [==============================] - 0s 752us/step - loss: 0.3933 - accuracy: 0.8415
Epoch 229/500
450/450 [==============================] - 0s 772us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 230/500
450/450 [==============================] - 0s 758us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 231/500
450/450 [==============================] - 0s 783us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 232/500
450/450 [==============================] - 0s 759us/step - loss: 0.3932 - accuracy: 0.8399
Epoch 233/500
450/450 [==============================] - 0s 756us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 234/500
450/450 [==============================] - 0s 761us/step - loss: 0.3930 - accuracy: 0.8396
Epoch 235/500
450/450 [==============================] - 0s 796us/step - loss: 0.3930 - accuracy: 0.8394
Epoch 236/500
450/450 [==============================] - 0s 760us/step - loss: 0.3931 - accuracy: 0.8407
Epoch 237/500
450/450 [==============================] - 0s 783us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 238/500
450/450 [==============================] - 0s 752us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 239/500
450/450 [==============================] - 0s 753us/step - loss: 0.3930 - accuracy: 0.8407
Epoch 240/500
450/450 [==============================] - 0s 802us/step - loss: 0.3932 - accuracy: 0.8404
Epoch 241/500
450/450 [==============================] - 0s 756us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 242/500
450/450 [==============================] - 0s 761us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 243/500
450/450 [==============================] - 0s 783us/step - loss: 0.3930 - accuracy: 0.8403
Epoch 244/500
450/450 [==============================] - 0s 760us/step - loss: 0.3932 - accuracy: 0.8413
Epoch 245/500
450/450 [==============================] - 0s 759us/step - loss: 0.3929 - accuracy: 0.8396
Epoch 246/500
450/450 [==============================] - 0s 796us/step - loss: 0.3928 - accuracy: 0.8404
Epoch 247/500
450/450 [==============================] - 0s 760us/step - loss: 0.3927 - accuracy: 0.8385
Epoch 248/500
450/450 [==============================] - 0s 751us/step - loss: 0.3926 - accuracy: 0.8400
Epoch 249/500
450/450 [==============================] - 0s 809us/step - loss: 0.3928 - accuracy: 0.8411
Epoch 250/500
450/450 [==============================] - 0s 762us/step - loss: 0.3929 - accuracy: 0.8410
Epoch 251/500
450/450 [==============================] - 0s 758us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 252/500
450/450 [==============================] - 0s 772us/step - loss: 0.3928 - accuracy: 0.8399
Epoch 253/500
450/450 [==============================] - 0s 758us/step - loss: 0.3930 - accuracy: 0.8396
Epoch 254/500
450/450 [==============================] - 0s 775us/step - loss: 0.3927 - accuracy: 0.8410
Epoch 255/500
450/450 [==============================] - 0s 750us/step - loss: 0.3928 - accuracy: 0.8413
Epoch 256/500
450/450 [==============================] - 0s 757us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 257/500
450/450 [==============================] - 0s 781us/step - loss: 0.3928 - accuracy: 0.8389
Epoch 258/500
450/450 [==============================] - 0s 747us/step - loss: 0.3928 - accuracy: 0.8401
Epoch 259/500
450/450 [==============================] - 0s 754us/step - loss: 0.3929 - accuracy: 0.8392
Epoch 260/500
450/450 [==============================] - 0s 776us/step - loss: 0.3929 - accuracy: 0.8397
Epoch 261/500
450/450 [==============================] - 0s 738us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 262/500
450/450 [==============================] - 0s 758us/step - loss: 0.3930 - accuracy: 0.8400
Epoch 263/500
450/450 [==============================] - 0s 778us/step - loss: 0.3929 - accuracy: 0.8393
Epoch 264/500
450/450 [==============================] - 0s 744us/step - loss: 0.3929 - accuracy: 0.8407
Epoch 265/500
450/450 [==============================] - 0s 756us/step - loss: 0.3927 - accuracy: 0.8413
Epoch 266/500
450/450 [==============================] - 0s 775us/step - loss: 0.3929 - accuracy: 0.8400
Epoch 267/500
450/450 [==============================] - 0s 748us/step - loss: 0.3925 - accuracy: 0.8392
Epoch 268/500
450/450 [==============================] - 0s 747us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 269/500
450/450 [==============================] - 0s 764us/step - loss: 0.3930 - accuracy: 0.8408
Epoch 270/500
450/450 [==============================] - 0s 747us/step - loss: 0.3927 - accuracy: 0.8408
Epoch 271/500
450/450 [==============================] - 0s 763us/step - loss: 0.3927 - accuracy: 0.8411
Epoch 272/500
450/450 [==============================] - 0s 786us/step - loss: 0.3927 - accuracy: 0.8413
Epoch 273/500
450/450 [==============================] - 0s 765us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 274/500
450/450 [==============================] - 0s 765us/step - loss: 0.3925 - accuracy: 0.8404
Epoch 275/500
450/450 [==============================] - 0s 792us/step - loss: 0.3925 - accuracy: 0.8392
Epoch 276/500
450/450 [==============================] - 0s 776us/step - loss: 0.3925 - accuracy: 0.8407
Epoch 277/500
450/450 [==============================] - 0s 753us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 278/500
450/450 [==============================] - 0s 807us/step - loss: 0.3931 - accuracy: 0.8403
Epoch 279/500
450/450 [==============================] - 0s 763us/step - loss: 0.3926 - accuracy: 0.8394
Epoch 280/500
450/450 [==============================] - 0s 788us/step - loss: 0.3928 - accuracy: 0.8403
Epoch 281/500
450/450 [==============================] - 0s 781us/step - loss: 0.3934 - accuracy: 0.8403
Epoch 282/500
450/450 [==============================] - 0s 761us/step - loss: 0.3930 - accuracy: 0.8396
Epoch 283/500
450/450 [==============================] - 0s 786us/step - loss: 0.3929 - accuracy: 0.8400
Epoch 284/500
450/450 [==============================] - 0s 754us/step - loss: 0.3929 - accuracy: 0.8396
Epoch 285/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3928 - accuracy: 0.8404
Epoch 286/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3926 - accuracy: 0.8396
Epoch 287/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3927 - accuracy: 0.8396
Epoch 288/500
450/450 [==============================] - 0s 872us/step - loss: 0.3925 - accuracy: 0.8407
Epoch 289/500
450/450 [==============================] - 0s 830us/step - loss: 0.3927 - accuracy: 0.8413
Epoch 290/500
450/450 [==============================] - 0s 862us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 291/500
450/450 [==============================] - 0s 906us/step - loss: 0.3933 - accuracy: 0.8397
Epoch 292/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 293/500
450/450 [==============================] - 0s 864us/step - loss: 0.3927 - accuracy: 0.8397
Epoch 294/500
450/450 [==============================] - 0s 826us/step - loss: 0.3926 - accuracy: 0.8404
Epoch 295/500
450/450 [==============================] - 0s 772us/step - loss: 0.3927 - accuracy: 0.8410
Epoch 296/500
450/450 [==============================] - 0s 761us/step - loss: 0.3930 - accuracy: 0.8403
Epoch 297/500
450/450 [==============================] - 0s 786us/step - loss: 0.3925 - accuracy: 0.8388
Epoch 298/500
450/450 [==============================] - 0s 758us/step - loss: 0.3927 - accuracy: 0.8385
Epoch 299/500
450/450 [==============================] - 0s 807us/step - loss: 0.3929 - accuracy: 0.8399
Epoch 300/500
450/450 [==============================] - 0s 768us/step - loss: 0.3930 - accuracy: 0.8393
Epoch 301/500
450/450 [==============================] - 0s 876us/step - loss: 0.3926 - accuracy: 0.8403
Epoch 302/500
450/450 [==============================] - 0s 835us/step - loss: 0.3927 - accuracy: 0.8400
Epoch 303/500
450/450 [==============================] - 0s 867us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 304/500
450/450 [==============================] - 0s 774us/step - loss: 0.3929 - accuracy: 0.8388
Epoch 305/500
450/450 [==============================] - 0s 760us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 306/500
450/450 [==============================] - 0s 763us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 307/500
450/450 [==============================] - 0s 757us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 308/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3927 - accuracy: 0.8406
Epoch 309/500
450/450 [==============================] - 0s 759us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 310/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3927 - accuracy: 0.8406
Epoch 311/500
450/450 [==============================] - 0s 791us/step - loss: 0.3927 - accuracy: 0.8399
Epoch 312/500
450/450 [==============================] - 0s 749us/step - loss: 0.3929 - accuracy: 0.8381
Epoch 313/500
450/450 [==============================] - 0s 797us/step - loss: 0.3925 - accuracy: 0.8403
Epoch 314/500
450/450 [==============================] - 0s 768us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 315/500
450/450 [==============================] - 0s 837us/step - loss: 0.3926 - accuracy: 0.8403
Epoch 316/500
450/450 [==============================] - 0s 851us/step - loss: 0.3927 - accuracy: 0.8415
Epoch 317/500
450/450 [==============================] - 0s 831us/step - loss: 0.3929 - accuracy: 0.8400
Epoch 318/500
450/450 [==============================] - 0s 752us/step - loss: 0.3927 - accuracy: 0.8393
Epoch 319/500
450/450 [==============================] - 0s 779us/step - loss: 0.3925 - accuracy: 0.8386
Epoch 320/500
450/450 [==============================] - 0s 756us/step - loss: 0.3924 - accuracy: 0.8399
Epoch 321/500
450/450 [==============================] - 0s 748us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 322/500
450/450 [==============================] - 0s 766us/step - loss: 0.3928 - accuracy: 0.8404
Epoch 323/500
450/450 [==============================] - 0s 749us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 324/500
450/450 [==============================] - 0s 774us/step - loss: 0.3925 - accuracy: 0.8399
Epoch 325/500
450/450 [==============================] - 0s 753us/step - loss: 0.3927 - accuracy: 0.8381
Epoch 326/500
450/450 [==============================] - 0s 753us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 327/500
450/450 [==============================] - 0s 762us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 328/500
450/450 [==============================] - 0s 772us/step - loss: 0.3927 - accuracy: 0.8388
Epoch 329/500
450/450 [==============================] - 0s 747us/step - loss: 0.3927 - accuracy: 0.83900s - loss: 0.3880 - accuracy: 0.
Epoch 330/500
450/450 [==============================] - 0s 753us/step - loss: 0.3927 - accuracy: 0.8404
Epoch 331/500
450/450 [==============================] - 0s 772us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 332/500
450/450 [==============================] - 0s 769us/step - loss: 0.3926 - accuracy: 0.8399
Epoch 333/500
450/450 [==============================] - 0s 749us/step - loss: 0.3927 - accuracy: 0.8401
Epoch 334/500
450/450 [==============================] - 0s 769us/step - loss: 0.3928 - accuracy: 0.8399
Epoch 335/500
450/450 [==============================] - 0s 752us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 336/500
450/450 [==============================] - 0s 747us/step - loss: 0.3926 - accuracy: 0.8397
Epoch 337/500
450/450 [==============================] - 0s 770us/step - loss: 0.3923 - accuracy: 0.8399
Epoch 338/500
450/450 [==============================] - 0s 752us/step - loss: 0.3929 - accuracy: 0.8396
Epoch 339/500
450/450 [==============================] - 0s 752us/step - loss: 0.3927 - accuracy: 0.8406
Epoch 340/500
450/450 [==============================] - 0s 770us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 341/500
450/450 [==============================] - 0s 756us/step - loss: 0.3924 - accuracy: 0.8400
Epoch 342/500
450/450 [==============================] - 0s 763us/step - loss: 0.3927 - accuracy: 0.8400
Epoch 343/500
450/450 [==============================] - 0s 749us/step - loss: 0.3924 - accuracy: 0.8407
Epoch 344/500
450/450 [==============================] - 0s 751us/step - loss: 0.3925 - accuracy: 0.8383
Epoch 345/500
450/450 [==============================] - 0s 762us/step - loss: 0.3926 - accuracy: 0.8407
Epoch 346/500
450/450 [==============================] - 0s 764us/step - loss: 0.3926 - accuracy: 0.8389
Epoch 347/500
450/450 [==============================] - 0s 755us/step - loss: 0.3925 - accuracy: 0.8394
Epoch 348/500
450/450 [==============================] - 0s 788us/step - loss: 0.3922 - accuracy: 0.8390
Epoch 349/500
450/450 [==============================] - 0s 748us/step - loss: 0.3926 - accuracy: 0.8397
Epoch 350/500
450/450 [==============================] - 0s 767us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 351/500
450/450 [==============================] - 0s 782us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 352/500
450/450 [==============================] - 0s 751us/step - loss: 0.3923 - accuracy: 0.8410
Epoch 353/500
450/450 [==============================] - 0s 757us/step - loss: 0.3925 - accuracy: 0.8393
Epoch 354/500
450/450 [==============================] - 0s 785us/step - loss: 0.3922 - accuracy: 0.8408
Epoch 355/500
450/450 [==============================] - 0s 748us/step - loss: 0.3926 - accuracy: 0.8389
Epoch 356/500
450/450 [==============================] - 0s 753us/step - loss: 0.3926 - accuracy: 0.8406
Epoch 357/500
450/450 [==============================] - 0s 781us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 358/500
450/450 [==============================] - 0s 748us/step - loss: 0.3927 - accuracy: 0.8392
Epoch 359/500
450/450 [==============================] - 0s 752us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 360/500
450/450 [==============================] - 0s 766us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 361/500
450/450 [==============================] - 0s 769us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 362/500
450/450 [==============================] - 0s 746us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 363/500
450/450 [==============================] - 0s 864us/step - loss: 0.3924 - accuracy: 0.8399
Epoch 364/500
450/450 [==============================] - 0s 761us/step - loss: 0.3924 - accuracy: 0.8406
Epoch 365/500
450/450 [==============================] - 0s 749us/step - loss: 0.3926 - accuracy: 0.8404
Epoch 366/500
450/450 [==============================] - 0s 775us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 367/500
450/450 [==============================] - 0s 807us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 368/500
450/450 [==============================] - 0s 760us/step - loss: 0.3925 - accuracy: 0.8403
Epoch 369/500
450/450 [==============================] - 0s 784us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 370/500
450/450 [==============================] - 0s 758us/step - loss: 0.3924 - accuracy: 0.8390
Epoch 371/500
450/450 [==============================] - 0s 769us/step - loss: 0.3925 - accuracy: 0.83970s - loss: 0.3932 - accuracy:
Epoch 372/500
450/450 [==============================] - 0s 752us/step - loss: 0.3921 - accuracy: 0.8408
Epoch 373/500
450/450 [==============================] - 0s 750us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 374/500
450/450 [==============================] - 0s 775us/step - loss: 0.3924 - accuracy: 0.8401
Epoch 375/500
450/450 [==============================] - 0s 745us/step - loss: 0.3927 - accuracy: 0.8401
Epoch 376/500
450/450 [==============================] - 0s 761us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 377/500
450/450 [==============================] - 0s 767us/step - loss: 0.3923 - accuracy: 0.8392
Epoch 378/500
450/450 [==============================] - 0s 765us/step - loss: 0.3930 - accuracy: 0.8397
Epoch 379/500
450/450 [==============================] - 0s 761us/step - loss: 0.3927 - accuracy: 0.8388
Epoch 380/500
450/450 [==============================] - 0s 789us/step - loss: 0.3925 - accuracy: 0.8403
Epoch 381/500
450/450 [==============================] - 0s 743us/step - loss: 0.3919 - accuracy: 0.8403
Epoch 382/500
450/450 [==============================] - 0s 756us/step - loss: 0.3926 - accuracy: 0.8400
Epoch 383/500
450/450 [==============================] - 0s 797us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 384/500
450/450 [==============================] - 0s 751us/step - loss: 0.3926 - accuracy: 0.8404
Epoch 385/500
450/450 [==============================] - 0s 755us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 386/500
450/450 [==============================] - 0s 785us/step - loss: 0.3925 - accuracy: 0.8386
Epoch 387/500
450/450 [==============================] - 0s 756us/step - loss: 0.3925 - accuracy: 0.8396
Epoch 388/500
450/450 [==============================] - 0s 757us/step - loss: 0.3924 - accuracy: 0.8378
Epoch 389/500
450/450 [==============================] - 0s 839us/step - loss: 0.3924 - accuracy: 0.8401
Epoch 390/500
450/450 [==============================] - 0s 754us/step - loss: 0.3925 - accuracy: 0.8388
Epoch 391/500
450/450 [==============================] - 0s 760us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 392/500
450/450 [==============================] - 0s 757us/step - loss: 0.3923 - accuracy: 0.8393
Epoch 393/500
450/450 [==============================] - 0s 754us/step - loss: 0.3927 - accuracy: 0.8396
Epoch 394/500
450/450 [==============================] - 0s 772us/step - loss: 0.3926 - accuracy: 0.8399
Epoch 395/500
450/450 [==============================] - 0s 757us/step - loss: 0.3925 - accuracy: 0.8399
Epoch 396/500
450/450 [==============================] - 0s 760us/step - loss: 0.3923 - accuracy: 0.8392
Epoch 397/500
450/450 [==============================] - 0s 776us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 398/500
450/450 [==============================] - 0s 760us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 399/500
450/450 [==============================] - 0s 805us/step - loss: 0.3928 - accuracy: 0.8401
Epoch 400/500
450/450 [==============================] - 0s 750us/step - loss: 0.3926 - accuracy: 0.8396
Epoch 401/500
450/450 [==============================] - 0s 753us/step - loss: 0.3925 - accuracy: 0.8396
Epoch 402/500
450/450 [==============================] - 0s 755us/step - loss: 0.3926 - accuracy: 0.8403
Epoch 403/500
450/450 [==============================] - 0s 753us/step - loss: 0.3924 - accuracy: 0.8383
Epoch 404/500
450/450 [==============================] - 0s 779us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 405/500
450/450 [==============================] - 0s 767us/step - loss: 0.3928 - accuracy: 0.8394
Epoch 406/500
450/450 [==============================] - 0s 764us/step - loss: 0.3925 - accuracy: 0.8410
Epoch 407/500
450/450 [==============================] - 0s 746us/step - loss: 0.3925 - accuracy: 0.8396
Epoch 408/500
450/450 [==============================] - 0s 753us/step - loss: 0.3925 - accuracy: 0.8389
Epoch 409/500
450/450 [==============================] - 0s 792us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 410/500
450/450 [==============================] - 0s 746us/step - loss: 0.3923 - accuracy: 0.8385
Epoch 411/500
450/450 [==============================] - 0s 780us/step - loss: 0.3921 - accuracy: 0.8403
Epoch 412/500
450/450 [==============================] - 0s 754us/step - loss: 0.3923 - accuracy: 0.83890s - loss: 0.3829 - accura
Epoch 413/500
450/450 [==============================] - 0s 753us/step - loss: 0.3920 - accuracy: 0.8397
Epoch 414/500
450/450 [==============================] - 0s 755us/step - loss: 0.3927 - accuracy: 0.8404
Epoch 415/500
450/450 [==============================] - 0s 887us/step - loss: 0.3923 - accuracy: 0.8386
Epoch 416/500
450/450 [==============================] - 0s 815us/step - loss: 0.3926 - accuracy: 0.83920s - loss: 0.3931 - accuracy: 0.83
Epoch 417/500
450/450 [==============================] - 0s 783us/step - loss: 0.3925 - accuracy: 0.8410
Epoch 418/500
450/450 [==============================] - 0s 853us/step - loss: 0.3923 - accuracy: 0.8386
Epoch 419/500
450/450 [==============================] - 0s 765us/step - loss: 0.3922 - accuracy: 0.8399
Epoch 420/500
450/450 [==============================] - 0s 771us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 421/500
450/450 [==============================] - 0s 750us/step - loss: 0.3924 - accuracy: 0.8403
Epoch 422/500
450/450 [==============================] - 0s 755us/step - loss: 0.3923 - accuracy: 0.8388
Epoch 423/500
450/450 [==============================] - 0s 758us/step - loss: 0.3927 - accuracy: 0.8393
Epoch 424/500
450/450 [==============================] - 0s 761us/step - loss: 0.3924 - accuracy: 0.8386
Epoch 425/500
450/450 [==============================] - 0s 769us/step - loss: 0.3922 - accuracy: 0.8399
Epoch 426/500
450/450 [==============================] - 0s 781us/step - loss: 0.3924 - accuracy: 0.8390
Epoch 427/500
450/450 [==============================] - 0s 757us/step - loss: 0.3924 - accuracy: 0.8394
Epoch 428/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3923 - accuracy: 0.8394
Epoch 429/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3925 - accuracy: 0.8400
Epoch 430/500
450/450 [==============================] - 0s 745us/step - loss: 0.3926 - accuracy: 0.8404
Epoch 431/500
450/450 [==============================] - 0s 777us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 432/500
450/450 [==============================] - 0s 813us/step - loss: 0.3923 - accuracy: 0.8403
Epoch 433/500
450/450 [==============================] - 0s 751us/step - loss: 0.3923 - accuracy: 0.8410
Epoch 434/500
450/450 [==============================] - 0s 746us/step - loss: 0.3927 - accuracy: 0.8392
Epoch 435/500
450/450 [==============================] - 0s 754us/step - loss: 0.3923 - accuracy: 0.8396
Epoch 436/500
450/450 [==============================] - 0s 780us/step - loss: 0.3922 - accuracy: 0.8392
Epoch 437/500
450/450 [==============================] - 0s 752us/step - loss: 0.3924 - accuracy: 0.8397
Epoch 438/500
450/450 [==============================] - 0s 762us/step - loss: 0.3924 - accuracy: 0.8410
Epoch 439/500
450/450 [==============================] - 0s 750us/step - loss: 0.3924 - accuracy: 0.8393
Epoch 440/500
450/450 [==============================] - 0s 749us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 441/500
450/450 [==============================] - 0s 781us/step - loss: 0.3922 - accuracy: 0.8401
Epoch 442/500
450/450 [==============================] - 0s 759us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 443/500
450/450 [==============================] - 0s 755us/step - loss: 0.3923 - accuracy: 0.8396
Epoch 444/500
450/450 [==============================] - 0s 799us/step - loss: 0.3926 - accuracy: 0.8396
Epoch 445/500
450/450 [==============================] - 0s 779us/step - loss: 0.3925 - accuracy: 0.8397
Epoch 446/500
450/450 [==============================] - 0s 747us/step - loss: 0.3921 - accuracy: 0.8390
Epoch 447/500
450/450 [==============================] - 0s 777us/step - loss: 0.3924 - accuracy: 0.8408
Epoch 448/500
450/450 [==============================] - 0s 781us/step - loss: 0.3921 - accuracy: 0.8399
Epoch 449/500
450/450 [==============================] - 0s 766us/step - loss: 0.3925 - accuracy: 0.8394
Epoch 450/500
450/450 [==============================] - 0s 791us/step - loss: 0.3921 - accuracy: 0.8389
Epoch 451/500
450/450 [==============================] - 0s 766us/step - loss: 0.3922 - accuracy: 0.8403
Epoch 452/500
450/450 [==============================] - 0s 758us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 453/500
450/450 [==============================] - 0s 784us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 454/500
450/450 [==============================] - 0s 759us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 455/500
450/450 [==============================] - 0s 775us/step - loss: 0.3924 - accuracy: 0.8393
Epoch 456/500
450/450 [==============================] - 0s 762us/step - loss: 0.3927 - accuracy: 0.8397
Epoch 457/500
450/450 [==============================] - 0s 748us/step - loss: 0.3921 - accuracy: 0.8394
Epoch 458/500
450/450 [==============================] - 0s 815us/step - loss: 0.3922 - accuracy: 0.8396
Epoch 459/500
450/450 [==============================] - 0s 756us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 460/500
450/450 [==============================] - 0s 749us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 461/500
450/450 [==============================] - 0s 805us/step - loss: 0.3923 - accuracy: 0.8393
Epoch 462/500
450/450 [==============================] - 0s 777us/step - loss: 0.3924 - accuracy: 0.8388
Epoch 463/500
450/450 [==============================] - 0s 760us/step - loss: 0.3923 - accuracy: 0.8407
Epoch 464/500
450/450 [==============================] - 0s 923us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 465/500
450/450 [==============================] - 0s 779us/step - loss: 0.3925 - accuracy: 0.83990s - loss: 0.3915 - accuracy: 0.83
Epoch 466/500
450/450 [==============================] - 0s 757us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 467/500
450/450 [==============================] - 0s 782us/step - loss: 0.3923 - accuracy: 0.8390
Epoch 468/500
450/450 [==============================] - 0s 766us/step - loss: 0.3920 - accuracy: 0.8408
Epoch 469/500
450/450 [==============================] - 0s 754us/step - loss: 0.3923 - accuracy: 0.8397
Epoch 470/500
450/450 [==============================] - 0s 762us/step - loss: 0.3922 - accuracy: 0.8404
Epoch 471/500
450/450 [==============================] - 0s 757us/step - loss: 0.3924 - accuracy: 0.8397
Epoch 472/500
450/450 [==============================] - 0s 774us/step - loss: 0.3923 - accuracy: 0.8408
Epoch 473/500
450/450 [==============================] - 0s 910us/step - loss: 0.3929 - accuracy: 0.83860s - loss: 0.3884 - accuracy
Epoch 474/500
450/450 [==============================] - 0s 759us/step - loss: 0.3923 - accuracy: 0.8397
Epoch 475/500
450/450 [==============================] - 0s 778us/step - loss: 0.3924 - accuracy: 0.8378
Epoch 476/500
450/450 [==============================] - 0s 756us/step - loss: 0.3921 - accuracy: 0.8393
Epoch 477/500
450/450 [==============================] - 0s 750us/step - loss: 0.3921 - accuracy: 0.8400
Epoch 478/500
450/450 [==============================] - 0s 765us/step - loss: 0.3921 - accuracy: 0.8390
Epoch 479/500
450/450 [==============================] - 0s 744us/step - loss: 0.3924 - accuracy: 0.8400
Epoch 480/500
450/450 [==============================] - 0s 750us/step - loss: 0.3921 - accuracy: 0.8394
Epoch 481/500
450/450 [==============================] - 0s 782us/step - loss: 0.3918 - accuracy: 0.8403
Epoch 482/500
450/450 [==============================] - 0s 747us/step - loss: 0.3924 - accuracy: 0.8390
Epoch 483/500
450/450 [==============================] - 0s 765us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 484/500
450/450 [==============================] - 0s 754us/step - loss: 0.3917 - accuracy: 0.8393
Epoch 485/500
450/450 [==============================] - 0s 749us/step - loss: 0.3928 - accuracy: 0.8406
Epoch 486/500
450/450 [==============================] - 0s 761us/step - loss: 0.3921 - accuracy: 0.8385
Epoch 487/500
450/450 [==============================] - 0s 777us/step - loss: 0.3925 - accuracy: 0.8397
Epoch 488/500
450/450 [==============================] - 0s 751us/step - loss: 0.3923 - accuracy: 0.8394
Epoch 489/500
450/450 [==============================] - 0s 805us/step - loss: 0.3925 - accuracy: 0.8411
Epoch 490/500
450/450 [==============================] - 0s 748us/step - loss: 0.3921 - accuracy: 0.8394
Epoch 491/500
450/450 [==============================] - 0s 747us/step - loss: 0.3923 - accuracy: 0.8394
Epoch 492/500
450/450 [==============================] - 0s 766us/step - loss: 0.3919 - accuracy: 0.8401
Epoch 493/500
450/450 [==============================] - 0s 749us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 494/500
450/450 [==============================] - 0s 751us/step - loss: 0.3927 - accuracy: 0.8396
Epoch 495/500
450/450 [==============================] - 0s 757us/step - loss: 0.3921 - accuracy: 0.8397
Epoch 496/500
450/450 [==============================] - 0s 761us/step - loss: 0.3924 - accuracy: 0.8389
Epoch 497/500
450/450 [==============================] - 0s 754us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 498/500
450/450 [==============================] - 0s 770us/step - loss: 0.3926 - accuracy: 0.8379
Epoch 499/500
450/450 [==============================] - 0s 750us/step - loss: 0.3920 - accuracy: 0.83970s - loss: 0.3920 - accuracy: 0.
Epoch 500/500
450/450 [==============================] - 0s 761us/step - loss: 0.3923 - accuracy: 0.8399
Epoch 1/500
450/450 [==============================] - 0s 845us/step - loss: 0.5266 - accuracy: 0.7974
Epoch 2/500
450/450 [==============================] - 0s 856us/step - loss: 0.4343 - accuracy: 0.7978
Epoch 3/500
450/450 [==============================] - 0s 806us/step - loss: 0.4304 - accuracy: 0.7978
Epoch 4/500
450/450 [==============================] - 0s 804us/step - loss: 0.4281 - accuracy: 0.7978
Epoch 5/500
450/450 [==============================] - 0s 806us/step - loss: 0.4250 - accuracy: 0.7978
Epoch 6/500
450/450 [==============================] - 0s 834us/step - loss: 0.4214 - accuracy: 0.7992
Epoch 7/500
450/450 [==============================] - 0s 805us/step - loss: 0.4191 - accuracy: 0.8235
Epoch 8/500
450/450 [==============================] - 0s 830us/step - loss: 0.4174 - accuracy: 0.8282
Epoch 9/500
450/450 [==============================] - 0s 802us/step - loss: 0.4158 - accuracy: 0.8304
Epoch 10/500
450/450 [==============================] - 0s 804us/step - loss: 0.4145 - accuracy: 0.8310
Epoch 11/500
450/450 [==============================] - 0s 826us/step - loss: 0.4129 - accuracy: 0.8318
Epoch 12/500
450/450 [==============================] - 0s 798us/step - loss: 0.4119 - accuracy: 0.8322
Epoch 13/500
450/450 [==============================] - 0s 832us/step - loss: 0.4107 - accuracy: 0.8350
Epoch 14/500
450/450 [==============================] - 0s 820us/step - loss: 0.4101 - accuracy: 0.8346
Epoch 15/500
450/450 [==============================] - 0s 797us/step - loss: 0.4094 - accuracy: 0.8357
Epoch 16/500
450/450 [==============================] - 0s 826us/step - loss: 0.4087 - accuracy: 0.8357
Epoch 17/500
450/450 [==============================] - 0s 804us/step - loss: 0.4079 - accuracy: 0.8349
Epoch 18/500
450/450 [==============================] - 0s 791us/step - loss: 0.4076 - accuracy: 0.8351
Epoch 19/500
450/450 [==============================] - 0s 829us/step - loss: 0.4068 - accuracy: 0.8363
Epoch 20/500
450/450 [==============================] - 0s 811us/step - loss: 0.4063 - accuracy: 0.8367
Epoch 21/500
450/450 [==============================] - 0s 791us/step - loss: 0.4057 - accuracy: 0.8358
Epoch 22/500
450/450 [==============================] - 0s 826us/step - loss: 0.4053 - accuracy: 0.8361
Epoch 23/500
450/450 [==============================] - 0s 815us/step - loss: 0.4051 - accuracy: 0.8385
Epoch 24/500
450/450 [==============================] - 0s 831us/step - loss: 0.4044 - accuracy: 0.8372
Epoch 25/500
450/450 [==============================] - 0s 804us/step - loss: 0.4041 - accuracy: 0.8376
Epoch 26/500
450/450 [==============================] - 0s 800us/step - loss: 0.4036 - accuracy: 0.8375
Epoch 27/500
450/450 [==============================] - 0s 833us/step - loss: 0.4033 - accuracy: 0.8367
Epoch 28/500
450/450 [==============================] - 0s 828us/step - loss: 0.4025 - accuracy: 0.8376
Epoch 29/500
450/450 [==============================] - 0s 809us/step - loss: 0.4025 - accuracy: 0.8372
Epoch 30/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4019 - accuracy: 0.8367
Epoch 31/500
450/450 [==============================] - 0s 763us/step - loss: 0.4015 - accuracy: 0.8378
Epoch 32/500
450/450 [==============================] - 0s 778us/step - loss: 0.4016 - accuracy: 0.8363
Epoch 33/500
450/450 [==============================] - 0s 766us/step - loss: 0.4013 - accuracy: 0.8381
Epoch 34/500
450/450 [==============================] - 0s 768us/step - loss: 0.4009 - accuracy: 0.8365
Epoch 35/500
450/450 [==============================] - 0s 791us/step - loss: 0.4009 - accuracy: 0.8365
Epoch 36/500
450/450 [==============================] - 0s 757us/step - loss: 0.4002 - accuracy: 0.8378
Epoch 37/500
450/450 [==============================] - 0s 754us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 38/500
450/450 [==============================] - 0s 782us/step - loss: 0.3998 - accuracy: 0.8375
Epoch 39/500
450/450 [==============================] - 0s 751us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 40/500
450/450 [==============================] - 0s 760us/step - loss: 0.3994 - accuracy: 0.8367
Epoch 41/500
450/450 [==============================] - 0s 768us/step - loss: 0.3996 - accuracy: 0.8378
Epoch 42/500
450/450 [==============================] - 0s 757us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 43/500
450/450 [==============================] - 0s 751us/step - loss: 0.3989 - accuracy: 0.8376
Epoch 44/500
450/450 [==============================] - 0s 754us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 45/500
450/450 [==============================] - 0s 794us/step - loss: 0.3987 - accuracy: 0.8375
Epoch 46/500
450/450 [==============================] - 0s 756us/step - loss: 0.3986 - accuracy: 0.8376
Epoch 47/500
450/450 [==============================] - 0s 769us/step - loss: 0.3986 - accuracy: 0.8388
Epoch 48/500
450/450 [==============================] - 0s 750us/step - loss: 0.3981 - accuracy: 0.8375
Epoch 49/500
450/450 [==============================] - 0s 768us/step - loss: 0.3980 - accuracy: 0.8385
Epoch 50/500
450/450 [==============================] - 0s 755us/step - loss: 0.3983 - accuracy: 0.8388
Epoch 51/500
450/450 [==============================] - 0s 768us/step - loss: 0.3981 - accuracy: 0.8386
Epoch 52/500
450/450 [==============================] - 0s 755us/step - loss: 0.3978 - accuracy: 0.8374
Epoch 53/500
450/450 [==============================] - 0s 755us/step - loss: 0.3980 - accuracy: 0.8372
Epoch 54/500
450/450 [==============================] - 0s 971us/step - loss: 0.3978 - accuracy: 0.8393
Epoch 55/500
450/450 [==============================] - 0s 842us/step - loss: 0.3978 - accuracy: 0.8371
Epoch 56/500
450/450 [==============================] - 0s 766us/step - loss: 0.3976 - accuracy: 0.8376
Epoch 57/500
450/450 [==============================] - 0s 756us/step - loss: 0.3977 - accuracy: 0.8374
Epoch 58/500
450/450 [==============================] - 0s 761us/step - loss: 0.3974 - accuracy: 0.8368
Epoch 59/500
450/450 [==============================] - 0s 746us/step - loss: 0.3976 - accuracy: 0.8385
Epoch 60/500
450/450 [==============================] - 0s 743us/step - loss: 0.3975 - accuracy: 0.8371
Epoch 61/500
450/450 [==============================] - 0s 762us/step - loss: 0.3970 - accuracy: 0.8375
Epoch 62/500
450/450 [==============================] - 0s 751us/step - loss: 0.3973 - accuracy: 0.8385
Epoch 63/500
450/450 [==============================] - 0s 744us/step - loss: 0.3968 - accuracy: 0.8376
Epoch 64/500
450/450 [==============================] - 0s 794us/step - loss: 0.3972 - accuracy: 0.8382
Epoch 65/500
450/450 [==============================] - 0s 757us/step - loss: 0.3969 - accuracy: 0.8381
Epoch 66/500
450/450 [==============================] - 0s 762us/step - loss: 0.3967 - accuracy: 0.8365
Epoch 67/500
450/450 [==============================] - 0s 749us/step - loss: 0.3967 - accuracy: 0.8371
Epoch 68/500
450/450 [==============================] - 0s 752us/step - loss: 0.3965 - accuracy: 0.8386
Epoch 69/500
450/450 [==============================] - 0s 770us/step - loss: 0.3967 - accuracy: 0.8394
Epoch 70/500
450/450 [==============================] - 0s 785us/step - loss: 0.3965 - accuracy: 0.8386
Epoch 71/500
450/450 [==============================] - 0s 752us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 72/500
450/450 [==============================] - 0s 767us/step - loss: 0.3959 - accuracy: 0.8376
Epoch 73/500
450/450 [==============================] - 0s 746us/step - loss: 0.3960 - accuracy: 0.8393
Epoch 74/500
450/450 [==============================] - 0s 750us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 75/500
450/450 [==============================] - 0s 751us/step - loss: 0.3959 - accuracy: 0.8375
Epoch 76/500
450/450 [==============================] - 0s 758us/step - loss: 0.3958 - accuracy: 0.8390
Epoch 77/500
450/450 [==============================] - 0s 752us/step - loss: 0.3956 - accuracy: 0.8374
Epoch 78/500
450/450 [==============================] - 0s 765us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 79/500
450/450 [==============================] - 0s 750us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 80/500
450/450 [==============================] - 0s 754us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 81/500
450/450 [==============================] - 0s 785us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 82/500
450/450 [==============================] - 0s 758us/step - loss: 0.3947 - accuracy: 0.8394
Epoch 83/500
450/450 [==============================] - 0s 760us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 84/500
450/450 [==============================] - 0s 765us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 85/500
450/450 [==============================] - 0s 762us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 86/500
450/450 [==============================] - 0s 752us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 87/500
450/450 [==============================] - 0s 776us/step - loss: 0.3940 - accuracy: 0.8374
Epoch 88/500
450/450 [==============================] - 0s 749us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 89/500
450/450 [==============================] - 0s 748us/step - loss: 0.3941 - accuracy: 0.8376
Epoch 90/500
450/450 [==============================] - 0s 773us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 91/500
450/450 [==============================] - 0s 760us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 92/500
450/450 [==============================] - 0s 751us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 93/500
450/450 [==============================] - 0s 767us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 94/500
450/450 [==============================] - 0s 748us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 95/500
450/450 [==============================] - 0s 755us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 96/500
450/450 [==============================] - 0s 766us/step - loss: 0.3942 - accuracy: 0.8400
Epoch 97/500
450/450 [==============================] - 0s 757us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 98/500
450/450 [==============================] - 0s 761us/step - loss: 0.3941 - accuracy: 0.8386
Epoch 99/500
450/450 [==============================] - 0s 768us/step - loss: 0.3940 - accuracy: 0.8390
Epoch 100/500
450/450 [==============================] - 0s 749us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 101/500
450/450 [==============================] - 0s 746us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 102/500
450/450 [==============================] - 0s 754us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 103/500
450/450 [==============================] - 0s 746us/step - loss: 0.3944 - accuracy: 0.8392
Epoch 104/500
450/450 [==============================] - 0s 747us/step - loss: 0.3940 - accuracy: 0.8381
Epoch 105/500
450/450 [==============================] - 0s 766us/step - loss: 0.3937 - accuracy: 0.8378
Epoch 106/500
450/450 [==============================] - 0s 747us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 107/500
450/450 [==============================] - 0s 777us/step - loss: 0.3939 - accuracy: 0.8403
Epoch 108/500
450/450 [==============================] - 0s 747us/step - loss: 0.3938 - accuracy: 0.8389
Epoch 109/500
450/450 [==============================] - 0s 755us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 110/500
450/450 [==============================] - 0s 772us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 111/500
450/450 [==============================] - 0s 748us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 112/500
450/450 [==============================] - 0s 752us/step - loss: 0.3939 - accuracy: 0.8379
Epoch 113/500
450/450 [==============================] - 0s 782us/step - loss: 0.3938 - accuracy: 0.8375
Epoch 114/500
450/450 [==============================] - 0s 761us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 115/500
450/450 [==============================] - 0s 753us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 116/500
450/450 [==============================] - 0s 771us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 117/500
450/450 [==============================] - 0s 753us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 118/500
450/450 [==============================] - 0s 747us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 119/500
450/450 [==============================] - 0s 757us/step - loss: 0.3940 - accuracy: 0.8396
Epoch 120/500
450/450 [==============================] - 0s 749us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 121/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3935 - accuracy: 0.8390
Epoch 122/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3933 - accuracy: 0.8403
Epoch 123/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8371
Epoch 124/500
450/450 [==============================] - 0s 863us/step - loss: 0.3938 - accuracy: 0.8363
Epoch 125/500
450/450 [==============================] - 0s 949us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 126/500
450/450 [==============================] - 0s 955us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 127/500
450/450 [==============================] - 0s 928us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 128/500
450/450 [==============================] - 0s 896us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 129/500
450/450 [==============================] - 0s 835us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 130/500
450/450 [==============================] - 0s 793us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 131/500
450/450 [==============================] - 0s 760us/step - loss: 0.3939 - accuracy: 0.8371
Epoch 132/500
450/450 [==============================] - 0s 799us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 133/500
450/450 [==============================] - 0s 758us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 134/500
450/450 [==============================] - 0s 804us/step - loss: 0.3935 - accuracy: 0.8394
Epoch 135/500
450/450 [==============================] - 0s 768us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 136/500
450/450 [==============================] - 0s 841us/step - loss: 0.3937 - accuracy: 0.8368
Epoch 137/500
450/450 [==============================] - 0s 846us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 138/500
450/450 [==============================] - 0s 829us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 139/500
450/450 [==============================] - 0s 769us/step - loss: 0.3933 - accuracy: 0.8365
Epoch 140/500
450/450 [==============================] - 0s 758us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 141/500
450/450 [==============================] - 0s 749us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 142/500
450/450 [==============================] - 0s 769us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 143/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8357
Epoch 144/500
450/450 [==============================] - 0s 765us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 145/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3933 - accuracy: 0.8372
Epoch 146/500
450/450 [==============================] - 0s 776us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 147/500
450/450 [==============================] - 0s 802us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 148/500
450/450 [==============================] - 0s 758us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 149/500
450/450 [==============================] - 0s 840us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 150/500
450/450 [==============================] - 0s 846us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 151/500
450/450 [==============================] - 0s 847us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 152/500
450/450 [==============================] - 0s 778us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 153/500
450/450 [==============================] - 0s 772us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 154/500
450/450 [==============================] - 0s 765us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 155/500
450/450 [==============================] - 0s 779us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 156/500
450/450 [==============================] - 0s 755us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 157/500
450/450 [==============================] - 0s 751us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 158/500
450/450 [==============================] - 0s 772us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 159/500
450/450 [==============================] - 0s 756us/step - loss: 0.3937 - accuracy: 0.8378
Epoch 160/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8383
Epoch 161/500
450/450 [==============================] - 0s 749us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 162/500
450/450 [==============================] - 0s 758us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 163/500
450/450 [==============================] - 0s 777us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 164/500
450/450 [==============================] - 0s 761us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 165/500
450/450 [==============================] - 0s 757us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 166/500
450/450 [==============================] - 0s 785us/step - loss: 0.3935 - accuracy: 0.8394
Epoch 167/500
450/450 [==============================] - 0s 773us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 168/500
450/450 [==============================] - 0s 765us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 169/500
450/450 [==============================] - 0s 781us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 170/500
450/450 [==============================] - 0s 765us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 171/500
450/450 [==============================] - 0s 765us/step - loss: 0.3933 - accuracy: 0.8399
Epoch 172/500
450/450 [==============================] - 0s 848us/step - loss: 0.3933 - accuracy: 0.8397
Epoch 173/500
450/450 [==============================] - 0s 769us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 174/500
450/450 [==============================] - 0s 758us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 175/500
450/450 [==============================] - 0s 780us/step - loss: 0.3935 - accuracy: 0.8371
Epoch 176/500
450/450 [==============================] - 0s 767us/step - loss: 0.3932 - accuracy: 0.8399
Epoch 177/500
450/450 [==============================] - 0s 761us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 178/500
450/450 [==============================] - 0s 791us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 179/500
450/450 [==============================] - 0s 759us/step - loss: 0.3934 - accuracy: 0.8364
Epoch 180/500
450/450 [==============================] - 0s 771us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 181/500
450/450 [==============================] - 0s 774us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 182/500
450/450 [==============================] - 0s 765us/step - loss: 0.3933 - accuracy: 0.83610s - loss: 0.3971 - accuracy:
Epoch 183/500
450/450 [==============================] - 0s 781us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 184/500
450/450 [==============================] - 0s 752us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 185/500
450/450 [==============================] - 0s 769us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 186/500
450/450 [==============================] - 0s 768us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 187/500
450/450 [==============================] - 0s 746us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 188/500
450/450 [==============================] - 0s 761us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 189/500
450/450 [==============================] - 0s 779us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 190/500
450/450 [==============================] - 0s 753us/step - loss: 0.3933 - accuracy: 0.8364
Epoch 191/500
450/450 [==============================] - 0s 757us/step - loss: 0.3933 - accuracy: 0.8371
Epoch 192/500
450/450 [==============================] - 0s 778us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 193/500
450/450 [==============================] - 0s 753us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 194/500
450/450 [==============================] - 0s 774us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 195/500
450/450 [==============================] - 0s 795us/step - loss: 0.3933 - accuracy: 0.8371
Epoch 196/500
450/450 [==============================] - 0s 768us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 197/500
450/450 [==============================] - 0s 756us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 198/500
450/450 [==============================] - 0s 856us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 199/500
450/450 [==============================] - 0s 753us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 200/500
450/450 [==============================] - 0s 757us/step - loss: 0.3933 - accuracy: 0.8365
Epoch 201/500
450/450 [==============================] - 0s 790us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 202/500
450/450 [==============================] - 0s 759us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 203/500
450/450 [==============================] - 0s 764us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 204/500
450/450 [==============================] - 0s 774us/step - loss: 0.3935 - accuracy: 0.83630s - loss: 0.3948 - accuracy: 0.
Epoch 205/500
450/450 [==============================] - 0s 751us/step - loss: 0.3936 - accuracy: 0.8379
Epoch 206/500
450/450 [==============================] - 0s 769us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 207/500
450/450 [==============================] - 0s 774us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 208/500
450/450 [==============================] - 0s 753us/step - loss: 0.3933 - accuracy: 0.8364
Epoch 209/500
450/450 [==============================] - 0s 791us/step - loss: 0.3929 - accuracy: 0.8364
Epoch 210/500
450/450 [==============================] - 0s 760us/step - loss: 0.3936 - accuracy: 0.8367
Epoch 211/500
450/450 [==============================] - 0s 753us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 212/500
450/450 [==============================] - 0s 770us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 213/500
450/450 [==============================] - 0s 769us/step - loss: 0.3931 - accuracy: 0.8396
Epoch 214/500
450/450 [==============================] - 0s 760us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 215/500
450/450 [==============================] - 0s 942us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 216/500
450/450 [==============================] - 0s 770us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 217/500
450/450 [==============================] - 0s 770us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 218/500
450/450 [==============================] - 0s 787us/step - loss: 0.3927 - accuracy: 0.8375
Epoch 219/500
450/450 [==============================] - 0s 762us/step - loss: 0.3931 - accuracy: 0.8364
Epoch 220/500
450/450 [==============================] - 0s 763us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 221/500
450/450 [==============================] - 0s 781us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 222/500
450/450 [==============================] - 0s 760us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 223/500
450/450 [==============================] - 0s 781us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 224/500
450/450 [==============================] - 0s 778us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 225/500
450/450 [==============================] - 0s 762us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 226/500
450/450 [==============================] - 0s 785us/step - loss: 0.3927 - accuracy: 0.8383
Epoch 227/500
450/450 [==============================] - 0s 761us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 228/500
450/450 [==============================] - 0s 771us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 229/500
450/450 [==============================] - 0s 784us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 230/500
450/450 [==============================] - 0s 750us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 231/500
450/450 [==============================] - 0s 751us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 232/500
450/450 [==============================] - 0s 786us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 233/500
450/450 [==============================] - 0s 763us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 234/500
450/450 [==============================] - 0s 766us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 235/500
450/450 [==============================] - 0s 751us/step - loss: 0.3934 - accuracy: 0.8367
Epoch 236/500
450/450 [==============================] - 0s 758us/step - loss: 0.3929 - accuracy: 0.8364
Epoch 237/500
450/450 [==============================] - 0s 769us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 238/500
450/450 [==============================] - 0s 770us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 239/500
450/450 [==============================] - 0s 756us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 240/500
450/450 [==============================] - 0s 767us/step - loss: 0.3925 - accuracy: 0.8368
Epoch 241/500
450/450 [==============================] - 0s 759us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 242/500
450/450 [==============================] - 0s 750us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 243/500
450/450 [==============================] - 0s 756us/step - loss: 0.3932 - accuracy: 0.8364
Epoch 244/500
450/450 [==============================] - 0s 773us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 245/500
450/450 [==============================] - 0s 751us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 246/500
450/450 [==============================] - 0s 771us/step - loss: 0.3930 - accuracy: 0.8346
Epoch 247/500
450/450 [==============================] - 0s 764us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 248/500
450/450 [==============================] - 0s 801us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 249/500
450/450 [==============================] - 0s 837us/step - loss: 0.3930 - accuracy: 0.8367
Epoch 250/500
450/450 [==============================] - 0s 800us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 251/500
450/450 [==============================] - 0s 771us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 252/500
450/450 [==============================] - 0s 821us/step - loss: 0.3936 - accuracy: 0.8374
Epoch 253/500
450/450 [==============================] - 0s 770us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 254/500
450/450 [==============================] - 0s 773us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 255/500
450/450 [==============================] - 0s 787us/step - loss: 0.3933 - accuracy: 0.8365
Epoch 256/500
450/450 [==============================] - 0s 761us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 257/500
450/450 [==============================] - 0s 767us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 258/500
450/450 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 259/500
450/450 [==============================] - 0s 818us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 260/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3934 - accuracy: 0.8386
Epoch 261/500
450/450 [==============================] - 0s 768us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 262/500
450/450 [==============================] - 0s 773us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 263/500
450/450 [==============================] - 0s 767us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 264/500
450/450 [==============================] - 0s 755us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 265/500
450/450 [==============================] - 0s 769us/step - loss: 0.3933 - accuracy: 0.8361
Epoch 266/500
450/450 [==============================] - 0s 764us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 267/500
450/450 [==============================] - 0s 761us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 268/500
450/450 [==============================] - 0s 754us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 269/500
450/450 [==============================] - 0s 759us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 270/500
450/450 [==============================] - 0s 765us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 271/500
450/450 [==============================] - 0s 754us/step - loss: 0.3928 - accuracy: 0.8385
Epoch 272/500
450/450 [==============================] - 0s 774us/step - loss: 0.3936 - accuracy: 0.8363
Epoch 273/500
450/450 [==============================] - 0s 760us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 274/500
450/450 [==============================] - 0s 777us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 275/500
450/450 [==============================] - 0s 759us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 276/500
450/450 [==============================] - 0s 768us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 277/500
450/450 [==============================] - 0s 793us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 278/500
450/450 [==============================] - 0s 752us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 279/500
450/450 [==============================] - 0s 753us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 280/500
450/450 [==============================] - 0s 769us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 281/500
450/450 [==============================] - 0s 766us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 282/500
450/450 [==============================] - 0s 806us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 283/500
450/450 [==============================] - 0s 772us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 284/500
450/450 [==============================] - 0s 752us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 285/500
450/450 [==============================] - 0s 748us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 286/500
450/450 [==============================] - 0s 773us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 287/500
450/450 [==============================] - 0s 753us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 288/500
450/450 [==============================] - 0s 761us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 289/500
450/450 [==============================] - 0s 764us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 290/500
450/450 [==============================] - 0s 750us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 291/500
450/450 [==============================] - 0s 750us/step - loss: 0.3928 - accuracy: 0.8378
Epoch 292/500
450/450 [==============================] - 0s 770us/step - loss: 0.3927 - accuracy: 0.8379
Epoch 293/500
450/450 [==============================] - 0s 753us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 294/500
450/450 [==============================] - 0s 757us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 295/500
450/450 [==============================] - 0s 773us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 296/500
450/450 [==============================] - 0s 756us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 297/500
450/450 [==============================] - 0s 750us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 298/500
450/450 [==============================] - 0s 765us/step - loss: 0.3934 - accuracy: 0.8353
Epoch 299/500
450/450 [==============================] - 0s 774us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 300/500
450/450 [==============================] - 0s 770us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 301/500
450/450 [==============================] - 0s 751us/step - loss: 0.3931 - accuracy: 0.8368
Epoch 302/500
450/450 [==============================] - 0s 753us/step - loss: 0.3934 - accuracy: 0.8367
Epoch 303/500
450/450 [==============================] - 0s 814us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 304/500
450/450 [==============================] - 0s 787us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 305/500
450/450 [==============================] - 0s 758us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 306/500
450/450 [==============================] - 0s 765us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 307/500
450/450 [==============================] - 0s 752us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 308/500
450/450 [==============================] - 0s 755us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 309/500
450/450 [==============================] - 0s 764us/step - loss: 0.3933 - accuracy: 0.8371
Epoch 310/500
450/450 [==============================] - 0s 757us/step - loss: 0.3933 - accuracy: 0.8367
Epoch 311/500
450/450 [==============================] - 0s 754us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 312/500
450/450 [==============================] - 0s 767us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 313/500
450/450 [==============================] - 0s 749us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 314/500
450/450 [==============================] - 0s 755us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 315/500
450/450 [==============================] - 0s 763us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 316/500
450/450 [==============================] - 0s 750us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 317/500
450/450 [==============================] - 0s 754us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 318/500
450/450 [==============================] - 0s 863us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 319/500
450/450 [==============================] - 0s 794us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 320/500
450/450 [==============================] - 0s 787us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 321/500
450/450 [==============================] - 0s 779us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 322/500
450/450 [==============================] - 0s 774us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 323/500
450/450 [==============================] - 0s 800us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 324/500
450/450 [==============================] - 0s 832us/step - loss: 0.3930 - accuracy: 0.8367
Epoch 325/500
450/450 [==============================] - 0s 910us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 326/500
450/450 [==============================] - 0s 821us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 327/500
450/450 [==============================] - 0s 753us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 328/500
450/450 [==============================] - 0s 762us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 329/500
450/450 [==============================] - 0s 766us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 330/500
450/450 [==============================] - 0s 755us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 331/500
450/450 [==============================] - 0s 758us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 332/500
450/450 [==============================] - 0s 768us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 333/500
450/450 [==============================] - 0s 756us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 334/500
450/450 [==============================] - 0s 757us/step - loss: 0.3925 - accuracy: 0.8369
Epoch 335/500
450/450 [==============================] - 0s 770us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 336/500
450/450 [==============================] - 0s 759us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 337/500
450/450 [==============================] - 0s 784us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 338/500
450/450 [==============================] - 0s 777us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 339/500
450/450 [==============================] - 0s 763us/step - loss: 0.3930 - accuracy: 0.8368
Epoch 340/500
450/450 [==============================] - 0s 770us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 341/500
450/450 [==============================] - 0s 764us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 342/500
450/450 [==============================] - 0s 767us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 343/500
450/450 [==============================] - 0s 776us/step - loss: 0.3931 - accuracy: 0.8378
Epoch 344/500
450/450 [==============================] - 0s 764us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 345/500
450/450 [==============================] - 0s 762us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 346/500
450/450 [==============================] - 0s 775us/step - loss: 0.3930 - accuracy: 0.8393
Epoch 347/500
450/450 [==============================] - 0s 769us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 348/500
450/450 [==============================] - 0s 763us/step - loss: 0.3926 - accuracy: 0.8375
Epoch 349/500
450/450 [==============================] - 0s 773us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 350/500
450/450 [==============================] - 0s 764us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 351/500
450/450 [==============================] - 0s 766us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 352/500
450/450 [==============================] - 0s 771us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 353/500
450/450 [==============================] - 0s 800us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 354/500
450/450 [==============================] - 0s 763us/step - loss: 0.3931 - accuracy: 0.8353
Epoch 355/500
450/450 [==============================] - 0s 763us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 356/500
450/450 [==============================] - 0s 821us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 357/500
450/450 [==============================] - 0s 804us/step - loss: 0.3933 - accuracy: 0.8365
Epoch 358/500
450/450 [==============================] - 0s 781us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 359/500
450/450 [==============================] - 0s 850us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 360/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3931 - accuracy: 0.8379
Epoch 361/500
450/450 [==============================] - 0s 772us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 362/500
450/450 [==============================] - 0s 766us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 363/500
450/450 [==============================] - 0s 817us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 364/500
450/450 [==============================] - 0s 749us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 365/500
450/450 [==============================] - 0s 773us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 366/500
450/450 [==============================] - 0s 757us/step - loss: 0.3928 - accuracy: 0.8364
Epoch 367/500
450/450 [==============================] - 0s 753us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 368/500
450/450 [==============================] - 0s 859us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 369/500
450/450 [==============================] - 0s 750us/step - loss: 0.3928 - accuracy: 0.8379
Epoch 370/500
450/450 [==============================] - 0s 752us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 371/500
450/450 [==============================] - 0s 768us/step - loss: 0.3933 - accuracy: 0.8364
Epoch 372/500
450/450 [==============================] - 0s 751us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 373/500
450/450 [==============================] - 0s 753us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 374/500
450/450 [==============================] - 0s 766us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 375/500
450/450 [==============================] - 0s 754us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 376/500
450/450 [==============================] - 0s 754us/step - loss: 0.3930 - accuracy: 0.8364
Epoch 377/500
450/450 [==============================] - 0s 774us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 378/500
450/450 [==============================] - 0s 753us/step - loss: 0.3928 - accuracy: 0.8389
Epoch 379/500
450/450 [==============================] - 0s 764us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 380/500
450/450 [==============================] - 0s 773us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 381/500
450/450 [==============================] - 0s 777us/step - loss: 0.3927 - accuracy: 0.8388
Epoch 382/500
450/450 [==============================] - 0s 757us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 383/500
450/450 [==============================] - 0s 767us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 384/500
450/450 [==============================] - 0s 779us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 385/500
450/450 [==============================] - 0s 761us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 386/500
450/450 [==============================] - 0s 770us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 387/500
450/450 [==============================] - 0s 756us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 388/500
450/450 [==============================] - 0s 785us/step - loss: 0.3928 - accuracy: 0.8372
Epoch 389/500
450/450 [==============================] - 0s 761us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 390/500
450/450 [==============================] - 0s 754us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 391/500
450/450 [==============================] - 0s 777us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 392/500
450/450 [==============================] - 0s 778us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 393/500
450/450 [==============================] - 0s 879us/step - loss: 0.3931 - accuracy: 0.8368
Epoch 394/500
450/450 [==============================] - 0s 884us/step - loss: 0.3928 - accuracy: 0.8386
Epoch 395/500
450/450 [==============================] - 0s 792us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 396/500
450/450 [==============================] - 0s 839us/step - loss: 0.3926 - accuracy: 0.8386
Epoch 397/500
450/450 [==============================] - 0s 948us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 398/500
450/450 [==============================] - 0s 821us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 399/500
450/450 [==============================] - 0s 807us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 400/500
450/450 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 401/500
450/450 [==============================] - 0s 755us/step - loss: 0.3928 - accuracy: 0.8372
Epoch 402/500
450/450 [==============================] - 0s 781us/step - loss: 0.3932 - accuracy: 0.8364
Epoch 403/500
450/450 [==============================] - 0s 768us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 404/500
450/450 [==============================] - 0s 770us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 405/500
450/450 [==============================] - 0s 756us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 406/500
450/450 [==============================] - 0s 754us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 407/500
450/450 [==============================] - 0s 771us/step - loss: 0.3929 - accuracy: 0.8364
Epoch 408/500
450/450 [==============================] - 0s 784us/step - loss: 0.3931 - accuracy: 0.8367
Epoch 409/500
450/450 [==============================] - 0s 761us/step - loss: 0.3928 - accuracy: 0.8376
Epoch 410/500
450/450 [==============================] - 0s 762us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 411/500
450/450 [==============================] - 0s 766us/step - loss: 0.3928 - accuracy: 0.8372
Epoch 412/500
450/450 [==============================] - 0s 758us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 413/500
450/450 [==============================] - 0s 758us/step - loss: 0.3931 - accuracy: 0.8378
Epoch 414/500
450/450 [==============================] - 0s 764us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 415/500
450/450 [==============================] - 0s 754us/step - loss: 0.3927 - accuracy: 0.8379
Epoch 416/500
450/450 [==============================] - 0s 774us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 417/500
450/450 [==============================] - 0s 756us/step - loss: 0.3929 - accuracy: 0.8379
Epoch 418/500
450/450 [==============================] - 0s 752us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 419/500
450/450 [==============================] - 0s 765us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 420/500
450/450 [==============================] - 0s 757us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 421/500
450/450 [==============================] - 0s 755us/step - loss: 0.3931 - accuracy: 0.8378
Epoch 422/500
450/450 [==============================] - 0s 777us/step - loss: 0.3926 - accuracy: 0.8369
Epoch 423/500
450/450 [==============================] - 0s 761us/step - loss: 0.3926 - accuracy: 0.8378
Epoch 424/500
450/450 [==============================] - 0s 753us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 425/500
450/450 [==============================] - 0s 765us/step - loss: 0.3927 - accuracy: 0.8381
Epoch 426/500
450/450 [==============================] - 0s 759us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 427/500
450/450 [==============================] - 0s 754us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 428/500
450/450 [==============================] - 0s 787us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 429/500
450/450 [==============================] - 0s 750us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 430/500
450/450 [==============================] - 0s 756us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 431/500
450/450 [==============================] - 0s 794us/step - loss: 0.3926 - accuracy: 0.8385
Epoch 432/500
450/450 [==============================] - 0s 774us/step - loss: 0.3932 - accuracy: 0.83960s - loss: 0.3965 - accuracy: 0.
Epoch 433/500
450/450 [==============================] - 0s 760us/step - loss: 0.3930 - accuracy: 0.8393
Epoch 434/500
450/450 [==============================] - 0s 778us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 435/500
450/450 [==============================] - 0s 753us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 436/500
450/450 [==============================] - 0s 770us/step - loss: 0.3930 - accuracy: 0.8368
Epoch 437/500
450/450 [==============================] - 0s 789us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 438/500
450/450 [==============================] - 0s 758us/step - loss: 0.3928 - accuracy: 0.8376
Epoch 439/500
450/450 [==============================] - 0s 752us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 440/500
450/450 [==============================] - 0s 820us/step - loss: 0.3928 - accuracy: 0.8376
Epoch 441/500
450/450 [==============================] - 0s 755us/step - loss: 0.3929 - accuracy: 0.8393
Epoch 442/500
450/450 [==============================] - 0s 764us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 443/500
450/450 [==============================] - 0s 758us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 444/500
450/450 [==============================] - 0s 756us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 445/500
450/450 [==============================] - 0s 765us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 446/500
450/450 [==============================] - 0s 752us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 447/500
450/450 [==============================] - 0s 755us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 448/500
450/450 [==============================] - 0s 761us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 449/500
450/450 [==============================] - 0s 759us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 450/500
450/450 [==============================] - 0s 768us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 451/500
450/450 [==============================] - 0s 757us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 452/500
450/450 [==============================] - 0s 762us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 453/500
450/450 [==============================] - 0s 766us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 454/500
450/450 [==============================] - 0s 764us/step - loss: 0.3926 - accuracy: 0.8371
Epoch 455/500
450/450 [==============================] - 0s 753us/step - loss: 0.3928 - accuracy: 0.8372
Epoch 456/500
450/450 [==============================] - 0s 768us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 457/500
450/450 [==============================] - 0s 842us/step - loss: 0.3930 - accuracy: 0.8365
Epoch 458/500
450/450 [==============================] - 0s 937us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 459/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3934 - accuracy: 0.8372
Epoch 460/500
450/450 [==============================] - 0s 841us/step - loss: 0.3927 - accuracy: 0.8378
Epoch 461/500
450/450 [==============================] - 0s 972us/step - loss: 0.3929 - accuracy: 0.8388
Epoch 462/500
450/450 [==============================] - 0s 903us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 463/500
450/450 [==============================] - 0s 975us/step - loss: 0.3927 - accuracy: 0.8375
Epoch 464/500
450/450 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 465/500
450/450 [==============================] - 0s 836us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 466/500
450/450 [==============================] - 0s 821us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 467/500
450/450 [==============================] - 0s 865us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 468/500
450/450 [==============================] - 0s 775us/step - loss: 0.3928 - accuracy: 0.8383
Epoch 469/500
450/450 [==============================] - 0s 772us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 470/500
450/450 [==============================] - 0s 763us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 471/500
450/450 [==============================] - 0s 752us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 472/500
450/450 [==============================] - 0s 847us/step - loss: 0.3931 - accuracy: 0.8378
Epoch 473/500
450/450 [==============================] - 0s 763us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 474/500
450/450 [==============================] - 0s 844us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 475/500
450/450 [==============================] - 0s 869us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 476/500
450/450 [==============================] - 0s 860us/step - loss: 0.3926 - accuracy: 0.8382
Epoch 477/500
450/450 [==============================] - 0s 836us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 478/500
450/450 [==============================] - 0s 771us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 479/500
450/450 [==============================] - 0s 753us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 480/500
450/450 [==============================] - 0s 780us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 481/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3931 - accuracy: 0.8378: 0s - loss: 0.3924 - accuracy
Epoch 482/500
450/450 [==============================] - 0s 772us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 483/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8379
Epoch 484/500
450/450 [==============================] - 0s 779us/step - loss: 0.3931 - accuracy: 0.8365
Epoch 485/500
450/450 [==============================] - 0s 864us/step - loss: 0.3926 - accuracy: 0.8379
Epoch 486/500
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 487/500
450/450 [==============================] - 0s 841us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 488/500
450/450 [==============================] - 0s 862us/step - loss: 0.3928 - accuracy: 0.8383
Epoch 489/500
450/450 [==============================] - 0s 811us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 490/500
450/450 [==============================] - 0s 781us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 491/500
450/450 [==============================] - 0s 757us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 492/500
450/450 [==============================] - 0s 799us/step - loss: 0.3927 - accuracy: 0.8369
Epoch 493/500
450/450 [==============================] - 0s 764us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 494/500
450/450 [==============================] - 0s 757us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 495/500
450/450 [==============================] - 0s 760us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 496/500
450/450 [==============================] - 0s 818us/step - loss: 0.3927 - accuracy: 0.8368
Epoch 497/500
450/450 [==============================] - 0s 760us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 498/500
450/450 [==============================] - 0s 766us/step - loss: 0.3929 - accuracy: 0.8365
Epoch 499/500
450/450 [==============================] - 0s 760us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 500/500
450/450 [==============================] - 0s 830us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 1/500
450/450 [==============================] - 0s 774us/step - loss: 0.5389 - accuracy: 0.7928
Epoch 2/500
450/450 [==============================] - 0s 784us/step - loss: 0.4387 - accuracy: 0.7940
Epoch 3/500
450/450 [==============================] - 0s 813us/step - loss: 0.4357 - accuracy: 0.7940
Epoch 4/500
450/450 [==============================] - 0s 796us/step - loss: 0.4339 - accuracy: 0.7940
Epoch 5/500
450/450 [==============================] - 0s 793us/step - loss: 0.4324 - accuracy: 0.7940
Epoch 6/500
450/450 [==============================] - 0s 797us/step - loss: 0.4300 - accuracy: 0.7940
Epoch 7/500
450/450 [==============================] - 0s 787us/step - loss: 0.4271 - accuracy: 0.8025
Epoch 8/500
450/450 [==============================] - 0s 837us/step - loss: 0.4247 - accuracy: 0.8183
Epoch 9/500
450/450 [==============================] - 0s 790us/step - loss: 0.4231 - accuracy: 0.8232
Epoch 10/500
450/450 [==============================] - 0s 787us/step - loss: 0.4217 - accuracy: 0.8249
Epoch 11/500
450/450 [==============================] - 0s 817us/step - loss: 0.4207 - accuracy: 0.8271
Epoch 12/500
450/450 [==============================] - 0s 791us/step - loss: 0.4195 - accuracy: 0.8282
Epoch 13/500
450/450 [==============================] - 0s 785us/step - loss: 0.4185 - accuracy: 0.8296
Epoch 14/500
450/450 [==============================] - 0s 819us/step - loss: 0.4176 - accuracy: 0.8293
Epoch 15/500
450/450 [==============================] - 0s 811us/step - loss: 0.4170 - accuracy: 0.8304
Epoch 16/500
450/450 [==============================] - 0s 811us/step - loss: 0.4160 - accuracy: 0.8301
Epoch 17/500
450/450 [==============================] - 0s 837us/step - loss: 0.4154 - accuracy: 0.8315
Epoch 18/500
450/450 [==============================] - 0s 811us/step - loss: 0.4147 - accuracy: 0.8310
Epoch 19/500
450/450 [==============================] - 0s 835us/step - loss: 0.4144 - accuracy: 0.8328
Epoch 20/500
450/450 [==============================] - 0s 793us/step - loss: 0.4135 - accuracy: 0.8324
Epoch 21/500
450/450 [==============================] - 0s 801us/step - loss: 0.4134 - accuracy: 0.8331
Epoch 22/500
450/450 [==============================] - 0s 802us/step - loss: 0.4124 - accuracy: 0.8338
Epoch 23/500
450/450 [==============================] - 0s 788us/step - loss: 0.4118 - accuracy: 0.8347
Epoch 24/500
450/450 [==============================] - 0s 783us/step - loss: 0.4111 - accuracy: 0.8326
Epoch 25/500
450/450 [==============================] - 0s 825us/step - loss: 0.4106 - accuracy: 0.8346
Epoch 26/500
450/450 [==============================] - 0s 794us/step - loss: 0.4097 - accuracy: 0.8344
Epoch 27/500
450/450 [==============================] - 0s 832us/step - loss: 0.4095 - accuracy: 0.8357
Epoch 28/500
450/450 [==============================] - 0s 814us/step - loss: 0.4090 - accuracy: 0.8339
Epoch 29/500
450/450 [==============================] - 0s 797us/step - loss: 0.4087 - accuracy: 0.8329
Epoch 30/500
450/450 [==============================] - 0s 846us/step - loss: 0.4082 - accuracy: 0.8338
Epoch 31/500
450/450 [==============================] - 0s 807us/step - loss: 0.4078 - accuracy: 0.8344
Epoch 32/500
450/450 [==============================] - 0s 799us/step - loss: 0.4072 - accuracy: 0.8333
Epoch 33/500
450/450 [==============================] - 0s 916us/step - loss: 0.4071 - accuracy: 0.8338
Epoch 34/500
450/450 [==============================] - 0s 763us/step - loss: 0.4066 - accuracy: 0.8343
Epoch 35/500
450/450 [==============================] - 0s 745us/step - loss: 0.4066 - accuracy: 0.8338
Epoch 36/500
450/450 [==============================] - 0s 774us/step - loss: 0.4059 - accuracy: 0.8336
Epoch 37/500
450/450 [==============================] - 0s 756us/step - loss: 0.4055 - accuracy: 0.83510s - loss: 0.4165 - accuracy:
Epoch 38/500
450/450 [==============================] - 0s 751us/step - loss: 0.4056 - accuracy: 0.8339
Epoch 39/500
450/450 [==============================] - 0s 748us/step - loss: 0.4053 - accuracy: 0.8344
Epoch 40/500
450/450 [==============================] - 0s 751us/step - loss: 0.4052 - accuracy: 0.8339
Epoch 41/500
450/450 [==============================] - 0s 805us/step - loss: 0.4048 - accuracy: 0.8339
Epoch 42/500
450/450 [==============================] - 0s 744us/step - loss: 0.4047 - accuracy: 0.8347
Epoch 43/500
450/450 [==============================] - 0s 747us/step - loss: 0.4046 - accuracy: 0.8343
Epoch 44/500
450/450 [==============================] - 0s 779us/step - loss: 0.4043 - accuracy: 0.8340
Epoch 45/500
450/450 [==============================] - 0s 748us/step - loss: 0.4040 - accuracy: 0.8338
Epoch 46/500
450/450 [==============================] - 0s 740us/step - loss: 0.4038 - accuracy: 0.8347
Epoch 47/500
450/450 [==============================] - 0s 763us/step - loss: 0.4037 - accuracy: 0.8343
Epoch 48/500
450/450 [==============================] - 0s 767us/step - loss: 0.4038 - accuracy: 0.8342
Epoch 49/500
450/450 [==============================] - 0s 822us/step - loss: 0.4032 - accuracy: 0.8350
Epoch 50/500
450/450 [==============================] - 0s 768us/step - loss: 0.4030 - accuracy: 0.8342
Epoch 51/500
450/450 [==============================] - 0s 737us/step - loss: 0.4028 - accuracy: 0.8329
Epoch 52/500
450/450 [==============================] - 0s 746us/step - loss: 0.4027 - accuracy: 0.8346
Epoch 53/500
450/450 [==============================] - 0s 784us/step - loss: 0.4028 - accuracy: 0.8350
Epoch 54/500
450/450 [==============================] - 0s 746us/step - loss: 0.4026 - accuracy: 0.8332
Epoch 55/500
450/450 [==============================] - 0s 746us/step - loss: 0.4021 - accuracy: 0.8344
Epoch 56/500
450/450 [==============================] - 0s 763us/step - loss: 0.4021 - accuracy: 0.8354
Epoch 57/500
450/450 [==============================] - 0s 744us/step - loss: 0.4018 - accuracy: 0.8360
Epoch 58/500
450/450 [==============================] - 0s 751us/step - loss: 0.4021 - accuracy: 0.8335
Epoch 59/500
450/450 [==============================] - 0s 809us/step - loss: 0.4016 - accuracy: 0.8335
Epoch 60/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4019 - accuracy: 0.8356
Epoch 61/500
450/450 [==============================] - 0s 797us/step - loss: 0.4017 - accuracy: 0.8344
Epoch 62/500
450/450 [==============================] - 0s 734us/step - loss: 0.4015 - accuracy: 0.8336
Epoch 63/500
450/450 [==============================] - 0s 751us/step - loss: 0.4013 - accuracy: 0.8356
Epoch 64/500
450/450 [==============================] - 0s 757us/step - loss: 0.4016 - accuracy: 0.8344
Epoch 65/500
450/450 [==============================] - 0s 738us/step - loss: 0.4014 - accuracy: 0.8353
Epoch 66/500
450/450 [==============================] - 0s 742us/step - loss: 0.4011 - accuracy: 0.8340
Epoch 67/500
450/450 [==============================] - 0s 757us/step - loss: 0.4013 - accuracy: 0.8346
Epoch 68/500
450/450 [==============================] - 0s 745us/step - loss: 0.4013 - accuracy: 0.8343
Epoch 69/500
450/450 [==============================] - 0s 757us/step - loss: 0.4009 - accuracy: 0.8357
Epoch 70/500
450/450 [==============================] - 0s 740us/step - loss: 0.4011 - accuracy: 0.8344
Epoch 71/500
450/450 [==============================] - 0s 740us/step - loss: 0.4009 - accuracy: 0.8343
Epoch 72/500
450/450 [==============================] - 0s 749us/step - loss: 0.4010 - accuracy: 0.8336
Epoch 73/500
450/450 [==============================] - 0s 746us/step - loss: 0.4009 - accuracy: 0.8340
Epoch 74/500
450/450 [==============================] - 0s 763us/step - loss: 0.4009 - accuracy: 0.8342
Epoch 75/500
450/450 [==============================] - 0s 748us/step - loss: 0.4006 - accuracy: 0.8357
Epoch 76/500
450/450 [==============================] - 0s 749us/step - loss: 0.4010 - accuracy: 0.8346
Epoch 77/500
450/450 [==============================] - 0s 746us/step - loss: 0.4005 - accuracy: 0.8339
Epoch 78/500
450/450 [==============================] - 0s 741us/step - loss: 0.4008 - accuracy: 0.8342
Epoch 79/500
450/450 [==============================] - 0s 762us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 80/500
450/450 [==============================] - 0s 743us/step - loss: 0.4005 - accuracy: 0.8338
Epoch 81/500
450/450 [==============================] - 0s 747us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 82/500
450/450 [==============================] - 0s 771us/step - loss: 0.4005 - accuracy: 0.8353
Epoch 83/500
450/450 [==============================] - 0s 740us/step - loss: 0.4000 - accuracy: 0.8343
Epoch 84/500
450/450 [==============================] - 0s 747us/step - loss: 0.4008 - accuracy: 0.8350
Epoch 85/500
450/450 [==============================] - 0s 759us/step - loss: 0.4007 - accuracy: 0.8339
Epoch 86/500
450/450 [==============================] - 0s 742us/step - loss: 0.4001 - accuracy: 0.8342
Epoch 87/500
450/450 [==============================] - 0s 745us/step - loss: 0.4006 - accuracy: 0.8343
Epoch 88/500
450/450 [==============================] - 0s 766us/step - loss: 0.4006 - accuracy: 0.8349
Epoch 89/500
450/450 [==============================] - 0s 760us/step - loss: 0.4005 - accuracy: 0.8342
Epoch 90/500
450/450 [==============================] - 0s 743us/step - loss: 0.4002 - accuracy: 0.8347
Epoch 91/500
450/450 [==============================] - 0s 764us/step - loss: 0.4002 - accuracy: 0.8347
Epoch 92/500
450/450 [==============================] - 0s 740us/step - loss: 0.4000 - accuracy: 0.8350
Epoch 93/500
450/450 [==============================] - 0s 742us/step - loss: 0.4004 - accuracy: 0.8351
Epoch 94/500
450/450 [==============================] - 0s 791us/step - loss: 0.4000 - accuracy: 0.8342
Epoch 95/500
450/450 [==============================] - 0s 740us/step - loss: 0.4002 - accuracy: 0.8325
Epoch 96/500
450/450 [==============================] - 0s 753us/step - loss: 0.3999 - accuracy: 0.8346
Epoch 97/500
450/450 [==============================] - 0s 736us/step - loss: 0.4005 - accuracy: 0.8333
Epoch 98/500
450/450 [==============================] - 0s 735us/step - loss: 0.4001 - accuracy: 0.8343
Epoch 99/500
450/450 [==============================] - 0s 743us/step - loss: 0.4002 - accuracy: 0.8335
Epoch 100/500
450/450 [==============================] - 0s 762us/step - loss: 0.4000 - accuracy: 0.8344
Epoch 101/500
450/450 [==============================] - 0s 736us/step - loss: 0.4000 - accuracy: 0.8356
Epoch 102/500
450/450 [==============================] - 0s 758us/step - loss: 0.4002 - accuracy: 0.8350
Epoch 103/500
450/450 [==============================] - 0s 771us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 104/500
450/450 [==============================] - 0s 744us/step - loss: 0.4001 - accuracy: 0.8354
Epoch 105/500
450/450 [==============================] - 0s 771us/step - loss: 0.4003 - accuracy: 0.8335
Epoch 106/500
450/450 [==============================] - 0s 738us/step - loss: 0.3997 - accuracy: 0.8363
Epoch 107/500
450/450 [==============================] - 0s 736us/step - loss: 0.3996 - accuracy: 0.8353
Epoch 108/500
450/450 [==============================] - 0s 758us/step - loss: 0.3997 - accuracy: 0.8358
Epoch 109/500
450/450 [==============================] - 0s 773us/step - loss: 0.3998 - accuracy: 0.8343
Epoch 110/500
450/450 [==============================] - 0s 805us/step - loss: 0.3998 - accuracy: 0.8340
Epoch 111/500
450/450 [==============================] - 0s 849us/step - loss: 0.3999 - accuracy: 0.83420s - loss: 0.3981 - accuracy: 0.83
Epoch 112/500
450/450 [==============================] - 0s 794us/step - loss: 0.3997 - accuracy: 0.8342
Epoch 113/500
450/450 [==============================] - 0s 779us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 114/500
450/450 [==============================] - 0s 767us/step - loss: 0.3993 - accuracy: 0.8344
Epoch 115/500
450/450 [==============================] - 0s 746us/step - loss: 0.3997 - accuracy: 0.8346
Epoch 116/500
450/450 [==============================] - 0s 741us/step - loss: 0.4000 - accuracy: 0.8353
Epoch 117/500
450/450 [==============================] - 0s 768us/step - loss: 0.3997 - accuracy: 0.8350
Epoch 118/500
450/450 [==============================] - 0s 760us/step - loss: 0.3995 - accuracy: 0.8351
Epoch 119/500
450/450 [==============================] - 0s 748us/step - loss: 0.3997 - accuracy: 0.8351
Epoch 120/500
450/450 [==============================] - 0s 761us/step - loss: 0.4000 - accuracy: 0.8363
Epoch 121/500
450/450 [==============================] - 0s 740us/step - loss: 0.3997 - accuracy: 0.8353
Epoch 122/500
450/450 [==============================] - 0s 742us/step - loss: 0.3996 - accuracy: 0.8350
Epoch 123/500
450/450 [==============================] - 0s 766us/step - loss: 0.3994 - accuracy: 0.8346
Epoch 124/500
450/450 [==============================] - 0s 742us/step - loss: 0.3997 - accuracy: 0.8347
Epoch 125/500
450/450 [==============================] - 0s 749us/step - loss: 0.3997 - accuracy: 0.8342
Epoch 126/500
450/450 [==============================] - 0s 760us/step - loss: 0.3997 - accuracy: 0.8361
Epoch 127/500
450/450 [==============================] - 0s 742us/step - loss: 0.3994 - accuracy: 0.8340
Epoch 128/500
450/450 [==============================] - 0s 749us/step - loss: 0.3997 - accuracy: 0.8340
Epoch 129/500
450/450 [==============================] - 0s 764us/step - loss: 0.3997 - accuracy: 0.8346
Epoch 130/500
450/450 [==============================] - 0s 744us/step - loss: 0.3993 - accuracy: 0.8346
Epoch 131/500
450/450 [==============================] - 0s 778us/step - loss: 0.3996 - accuracy: 0.8344
Epoch 132/500
450/450 [==============================] - 0s 745us/step - loss: 0.3994 - accuracy: 0.8343
Epoch 133/500
450/450 [==============================] - 0s 743us/step - loss: 0.3996 - accuracy: 0.8360
Epoch 134/500
450/450 [==============================] - 0s 765us/step - loss: 0.3994 - accuracy: 0.8361
Epoch 135/500
450/450 [==============================] - 0s 739us/step - loss: 0.3998 - accuracy: 0.8346
Epoch 136/500
450/450 [==============================] - 0s 758us/step - loss: 0.3995 - accuracy: 0.8343
Epoch 137/500
450/450 [==============================] - 0s 768us/step - loss: 0.3995 - accuracy: 0.8353
Epoch 138/500
450/450 [==============================] - 0s 735us/step - loss: 0.3990 - accuracy: 0.8346
Epoch 139/500
450/450 [==============================] - 0s 748us/step - loss: 0.3993 - accuracy: 0.8361
Epoch 140/500
450/450 [==============================] - 0s 753us/step - loss: 0.3992 - accuracy: 0.8339
Epoch 141/500
450/450 [==============================] - 0s 738us/step - loss: 0.3996 - accuracy: 0.8335
Epoch 142/500
450/450 [==============================] - 0s 745us/step - loss: 0.3990 - accuracy: 0.8346
Epoch 143/500
450/450 [==============================] - 0s 773us/step - loss: 0.3991 - accuracy: 0.8353
Epoch 144/500
450/450 [==============================] - 0s 745us/step - loss: 0.3992 - accuracy: 0.8347
Epoch 145/500
450/450 [==============================] - 0s 736us/step - loss: 0.3994 - accuracy: 0.8344
Epoch 146/500
450/450 [==============================] - 0s 780us/step - loss: 0.3990 - accuracy: 0.8363
Epoch 147/500
450/450 [==============================] - 0s 760us/step - loss: 0.3994 - accuracy: 0.8350
Epoch 148/500
450/450 [==============================] - 0s 746us/step - loss: 0.3992 - accuracy: 0.8346
Epoch 149/500
450/450 [==============================] - 0s 765us/step - loss: 0.3990 - accuracy: 0.8335
Epoch 150/500
450/450 [==============================] - 0s 740us/step - loss: 0.3991 - accuracy: 0.8346
Epoch 151/500
450/450 [==============================] - 0s 749us/step - loss: 0.3993 - accuracy: 0.8361
Epoch 152/500
450/450 [==============================] - 0s 762us/step - loss: 0.3989 - accuracy: 0.8353
Epoch 153/500
450/450 [==============================] - 0s 755us/step - loss: 0.3992 - accuracy: 0.8346
Epoch 154/500
450/450 [==============================] - 0s 745us/step - loss: 0.3992 - accuracy: 0.8361
Epoch 155/500
450/450 [==============================] - 0s 896us/step - loss: 0.3989 - accuracy: 0.8376
Epoch 156/500
450/450 [==============================] - 0s 785us/step - loss: 0.3990 - accuracy: 0.8342
Epoch 157/500
450/450 [==============================] - 0s 819us/step - loss: 0.3993 - accuracy: 0.8357
Epoch 158/500
450/450 [==============================] - 0s 775us/step - loss: 0.3988 - accuracy: 0.8344
Epoch 159/500
450/450 [==============================] - 0s 778us/step - loss: 0.3989 - accuracy: 0.8349
Epoch 160/500
450/450 [==============================] - 0s 814us/step - loss: 0.3990 - accuracy: 0.8344
Epoch 161/500
450/450 [==============================] - 0s 932us/step - loss: 0.3987 - accuracy: 0.8332
Epoch 162/500
450/450 [==============================] - 0s 951us/step - loss: 0.3989 - accuracy: 0.8328
Epoch 163/500
450/450 [==============================] - 0s 807us/step - loss: 0.3989 - accuracy: 0.8365
Epoch 164/500
450/450 [==============================] - 0s 771us/step - loss: 0.3984 - accuracy: 0.8339
Epoch 165/500
450/450 [==============================] - 0s 749us/step - loss: 0.3984 - accuracy: 0.8336
Epoch 166/500
450/450 [==============================] - 0s 776us/step - loss: 0.3987 - accuracy: 0.8356
Epoch 167/500
450/450 [==============================] - 0s 756us/step - loss: 0.3987 - accuracy: 0.8346
Epoch 168/500
450/450 [==============================] - 0s 769us/step - loss: 0.3985 - accuracy: 0.8350
Epoch 169/500
450/450 [==============================] - 0s 748us/step - loss: 0.3981 - accuracy: 0.8354
Epoch 170/500
450/450 [==============================] - 0s 749us/step - loss: 0.3989 - accuracy: 0.8344
Epoch 171/500
450/450 [==============================] - 0s 749us/step - loss: 0.3985 - accuracy: 0.8343
Epoch 172/500
450/450 [==============================] - 0s 753us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 173/500
450/450 [==============================] - 0s 756us/step - loss: 0.3987 - accuracy: 0.8344
Epoch 174/500
450/450 [==============================] - 0s 768us/step - loss: 0.3981 - accuracy: 0.8354
Epoch 175/500
450/450 [==============================] - 0s 749us/step - loss: 0.3981 - accuracy: 0.8353
Epoch 176/500
450/450 [==============================] - 0s 746us/step - loss: 0.3982 - accuracy: 0.8361
Epoch 177/500
450/450 [==============================] - 0s 777us/step - loss: 0.3979 - accuracy: 0.8353
Epoch 178/500
450/450 [==============================] - 0s 740us/step - loss: 0.3982 - accuracy: 0.8357
Epoch 179/500
450/450 [==============================] - 0s 750us/step - loss: 0.3978 - accuracy: 0.8363
Epoch 180/500
450/450 [==============================] - 0s 776us/step - loss: 0.3978 - accuracy: 0.8357
Epoch 181/500
450/450 [==============================] - 0s 738us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 182/500
450/450 [==============================] - 0s 780us/step - loss: 0.3982 - accuracy: 0.8353
Epoch 183/500
450/450 [==============================] - 0s 881us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 184/500
450/450 [==============================] - 0s 839us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 185/500
450/450 [==============================] - 0s 759us/step - loss: 0.3978 - accuracy: 0.8371
Epoch 186/500
450/450 [==============================] - 0s 773us/step - loss: 0.3976 - accuracy: 0.8371
Epoch 187/500
450/450 [==============================] - 0s 751us/step - loss: 0.3978 - accuracy: 0.8363
Epoch 188/500
450/450 [==============================] - 0s 770us/step - loss: 0.3975 - accuracy: 0.8364
Epoch 189/500
450/450 [==============================] - 0s 777us/step - loss: 0.3979 - accuracy: 0.8357
Epoch 190/500
450/450 [==============================] - 0s 768us/step - loss: 0.3975 - accuracy: 0.8363
Epoch 191/500
450/450 [==============================] - 0s 753us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 192/500
450/450 [==============================] - 0s 761us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 193/500
450/450 [==============================] - 0s 764us/step - loss: 0.3973 - accuracy: 0.8358
Epoch 194/500
450/450 [==============================] - 0s 752us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 195/500
450/450 [==============================] - 0s 754us/step - loss: 0.3975 - accuracy: 0.8367
Epoch 196/500
450/450 [==============================] - 0s 753us/step - loss: 0.3971 - accuracy: 0.8353
Epoch 197/500
450/450 [==============================] - 0s 764us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 198/500
450/450 [==============================] - 0s 754us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 199/500
450/450 [==============================] - 0s 753us/step - loss: 0.3969 - accuracy: 0.8375
Epoch 200/500
450/450 [==============================] - 0s 772us/step - loss: 0.3965 - accuracy: 0.8369
Epoch 201/500
450/450 [==============================] - 0s 752us/step - loss: 0.3968 - accuracy: 0.8369
Epoch 202/500
450/450 [==============================] - 0s 755us/step - loss: 0.3968 - accuracy: 0.8360
Epoch 203/500
450/450 [==============================] - 0s 771us/step - loss: 0.3969 - accuracy: 0.8361
Epoch 204/500
450/450 [==============================] - 0s 750us/step - loss: 0.3965 - accuracy: 0.8356
Epoch 205/500
450/450 [==============================] - 0s 781us/step - loss: 0.3969 - accuracy: 0.8361
Epoch 206/500
450/450 [==============================] - 0s 849us/step - loss: 0.3968 - accuracy: 0.8368
Epoch 207/500
450/450 [==============================] - 0s 741us/step - loss: 0.3968 - accuracy: 0.8356
Epoch 208/500
450/450 [==============================] - 0s 765us/step - loss: 0.3965 - accuracy: 0.8372
Epoch 209/500
450/450 [==============================] - 0s 769us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 210/500
450/450 [==============================] - 0s 750us/step - loss: 0.3968 - accuracy: 0.8340
Epoch 211/500
450/450 [==============================] - 0s 745us/step - loss: 0.3966 - accuracy: 0.8364
Epoch 212/500
450/450 [==============================] - 0s 763us/step - loss: 0.3970 - accuracy: 0.8367
Epoch 213/500
450/450 [==============================] - 0s 741us/step - loss: 0.3967 - accuracy: 0.8357
Epoch 214/500
450/450 [==============================] - 0s 764us/step - loss: 0.3964 - accuracy: 0.8358
Epoch 215/500
450/450 [==============================] - 0s 769us/step - loss: 0.3965 - accuracy: 0.8354
Epoch 216/500
450/450 [==============================] - 0s 739us/step - loss: 0.3966 - accuracy: 0.8363
Epoch 217/500
450/450 [==============================] - 0s 766us/step - loss: 0.3964 - accuracy: 0.8368
Epoch 218/500
450/450 [==============================] - 0s 773us/step - loss: 0.3964 - accuracy: 0.8356
Epoch 219/500
450/450 [==============================] - 0s 750us/step - loss: 0.3963 - accuracy: 0.8346
Epoch 220/500
450/450 [==============================] - 0s 766us/step - loss: 0.3962 - accuracy: 0.8358
Epoch 221/500
450/450 [==============================] - 0s 768us/step - loss: 0.3963 - accuracy: 0.8364
Epoch 222/500
450/450 [==============================] - 0s 774us/step - loss: 0.3961 - accuracy: 0.8361
Epoch 223/500
450/450 [==============================] - 0s 759us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 224/500
450/450 [==============================] - 0s 750us/step - loss: 0.3959 - accuracy: 0.8346
Epoch 225/500
450/450 [==============================] - 0s 757us/step - loss: 0.3961 - accuracy: 0.8358
Epoch 226/500
450/450 [==============================] - 0s 774us/step - loss: 0.3960 - accuracy: 0.83680s - loss: 0.3901 - accuracy: 0.
Epoch 227/500
450/450 [==============================] - 0s 757us/step - loss: 0.3958 - accuracy: 0.8371
Epoch 228/500
450/450 [==============================] - 0s 762us/step - loss: 0.3961 - accuracy: 0.8358
Epoch 229/500
450/450 [==============================] - 0s 773us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 230/500
450/450 [==============================] - 0s 762us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 231/500
450/450 [==============================] - 0s 748us/step - loss: 0.3962 - accuracy: 0.8358
Epoch 232/500
450/450 [==============================] - 0s 774us/step - loss: 0.3962 - accuracy: 0.8372
Epoch 233/500
450/450 [==============================] - 0s 762us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 234/500
450/450 [==============================] - 0s 759us/step - loss: 0.3960 - accuracy: 0.8346
Epoch 235/500
450/450 [==============================] - 0s 769us/step - loss: 0.3961 - accuracy: 0.8364
Epoch 236/500
450/450 [==============================] - 0s 753us/step - loss: 0.3959 - accuracy: 0.8372
Epoch 237/500
450/450 [==============================] - 0s 750us/step - loss: 0.3957 - accuracy: 0.8369
Epoch 238/500
450/450 [==============================] - 0s 754us/step - loss: 0.3959 - accuracy: 0.8361
Epoch 239/500
450/450 [==============================] - 0s 742us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 240/500
450/450 [==============================] - 0s 744us/step - loss: 0.3959 - accuracy: 0.8357
Epoch 241/500
450/450 [==============================] - 0s 847us/step - loss: 0.3957 - accuracy: 0.83650s - loss: 0.3906 - accuracy: 0.
Epoch 242/500
450/450 [==============================] - 0s 768us/step - loss: 0.3958 - accuracy: 0.8363
Epoch 243/500
450/450 [==============================] - 0s 812us/step - loss: 0.3961 - accuracy: 0.8378
Epoch 244/500
450/450 [==============================] - 0s 769us/step - loss: 0.3955 - accuracy: 0.8350
Epoch 245/500
450/450 [==============================] - 0s 765us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 246/500
450/450 [==============================] - 0s 799us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 247/500
450/450 [==============================] - 0s 854us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 248/500
450/450 [==============================] - 0s 853us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 249/500
450/450 [==============================] - 0s 763us/step - loss: 0.3962 - accuracy: 0.8358
Epoch 250/500
450/450 [==============================] - 0s 743us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 251/500
450/450 [==============================] - 0s 743us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 252/500
450/450 [==============================] - 0s 753us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 253/500
450/450 [==============================] - 0s 740us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 254/500
450/450 [==============================] - 0s 741us/step - loss: 0.3956 - accuracy: 0.8364
Epoch 255/500
450/450 [==============================] - 0s 769us/step - loss: 0.3959 - accuracy: 0.8365
Epoch 256/500
450/450 [==============================] - 0s 742us/step - loss: 0.3958 - accuracy: 0.8358
Epoch 257/500
450/450 [==============================] - 0s 762us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 258/500
450/450 [==============================] - 0s 765us/step - loss: 0.3960 - accuracy: 0.83720s - loss: 0.3738 - accu
Epoch 259/500
450/450 [==============================] - 0s 738us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 260/500
450/450 [==============================] - 0s 745us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 261/500
450/450 [==============================] - 0s 821us/step - loss: 0.3956 - accuracy: 0.8382
Epoch 262/500
450/450 [==============================] - 0s 746us/step - loss: 0.3953 - accuracy: 0.8381
Epoch 263/500
450/450 [==============================] - 0s 741us/step - loss: 0.3958 - accuracy: 0.8357
Epoch 264/500
450/450 [==============================] - 0s 754us/step - loss: 0.3957 - accuracy: 0.8372
Epoch 265/500
450/450 [==============================] - 0s 743us/step - loss: 0.3957 - accuracy: 0.8360
Epoch 266/500
450/450 [==============================] - 0s 776us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 267/500
450/450 [==============================] - 0s 735us/step - loss: 0.3954 - accuracy: 0.8364
Epoch 268/500
450/450 [==============================] - 0s 743us/step - loss: 0.3957 - accuracy: 0.8360
Epoch 269/500
450/450 [==============================] - 0s 763us/step - loss: 0.3956 - accuracy: 0.8354
Epoch 270/500
450/450 [==============================] - 0s 743us/step - loss: 0.3949 - accuracy: 0.8374
Epoch 271/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8361
Epoch 272/500
450/450 [==============================] - 0s 793us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 273/500
450/450 [==============================] - 0s 752us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 274/500
450/450 [==============================] - 0s 878us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 275/500
450/450 [==============================] - 0s 742us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 276/500
450/450 [==============================] - 0s 744us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 277/500
450/450 [==============================] - 0s 765us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 278/500
450/450 [==============================] - 0s 740us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 279/500
450/450 [==============================] - 0s 749us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 280/500
450/450 [==============================] - 0s 768us/step - loss: 0.3954 - accuracy: 0.8350
Epoch 281/500
450/450 [==============================] - 0s 743us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 282/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 283/500
450/450 [==============================] - 0s 769us/step - loss: 0.3953 - accuracy: 0.8346
Epoch 284/500
450/450 [==============================] - 0s 745us/step - loss: 0.3955 - accuracy: 0.8354
Epoch 285/500
450/450 [==============================] - 0s 748us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 286/500
450/450 [==============================] - 0s 804us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 287/500
450/450 [==============================] - 0s 751us/step - loss: 0.3955 - accuracy: 0.8372
Epoch 288/500
450/450 [==============================] - 0s 754us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 289/500
450/450 [==============================] - 0s 777us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 290/500
450/450 [==============================] - 0s 764us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 291/500
450/450 [==============================] - 0s 737us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 292/500
450/450 [==============================] - 0s 762us/step - loss: 0.3952 - accuracy: 0.8365
Epoch 293/500
450/450 [==============================] - 0s 752us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 294/500
450/450 [==============================] - 0s 747us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 295/500
450/450 [==============================] - 0s 778us/step - loss: 0.3956 - accuracy: 0.8353
Epoch 296/500
450/450 [==============================] - 0s 745us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 297/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3953 - accuracy: 0.8371
Epoch 298/500
450/450 [==============================] - 0s 984us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 299/500
450/450 [==============================] - 0s 980us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 300/500
450/450 [==============================] - 0s 876us/step - loss: 0.3955 - accuracy: 0.8347
Epoch 301/500
450/450 [==============================] - 0s 955us/step - loss: 0.3955 - accuracy: 0.8381
Epoch 302/500
450/450 [==============================] - 0s 908us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 303/500
450/450 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 304/500
450/450 [==============================] - 0s 875us/step - loss: 0.3954 - accuracy: 0.8358
Epoch 305/500
450/450 [==============================] - 0s 774us/step - loss: 0.3957 - accuracy: 0.8367
Epoch 306/500
450/450 [==============================] - 0s 810us/step - loss: 0.3957 - accuracy: 0.8361
Epoch 307/500
450/450 [==============================] - 0s 772us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 308/500
450/450 [==============================] - 0s 791us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 309/500
450/450 [==============================] - 0s 804us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 310/500
450/450 [==============================] - 0s 771us/step - loss: 0.3952 - accuracy: 0.8363
Epoch 311/500
450/450 [==============================] - 0s 783us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 312/500
450/450 [==============================] - 0s 777us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 313/500
450/450 [==============================] - 0s 887us/step - loss: 0.3953 - accuracy: 0.8344
Epoch 314/500
450/450 [==============================] - 0s 865us/step - loss: 0.3954 - accuracy: 0.8351
Epoch 315/500
450/450 [==============================] - 0s 790us/step - loss: 0.3957 - accuracy: 0.8357
Epoch 316/500
450/450 [==============================] - 0s 772us/step - loss: 0.3954 - accuracy: 0.8356
Epoch 317/500
450/450 [==============================] - 0s 757us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 318/500
450/450 [==============================] - 0s 772us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 319/500
450/450 [==============================] - 0s 766us/step - loss: 0.3956 - accuracy: 0.8374
Epoch 320/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8382
Epoch 321/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8364
Epoch 322/500
450/450 [==============================] - 0s 760us/step - loss: 0.3953 - accuracy: 0.8356
Epoch 323/500
450/450 [==============================] - 0s 788us/step - loss: 0.3956 - accuracy: 0.8376
Epoch 324/500
450/450 [==============================] - 0s 781us/step - loss: 0.3950 - accuracy: 0.8358
Epoch 325/500
450/450 [==============================] - 0s 793us/step - loss: 0.3957 - accuracy: 0.8361
Epoch 326/500
450/450 [==============================] - 0s 858us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 327/500
450/450 [==============================] - 0s 850us/step - loss: 0.3953 - accuracy: 0.8369
Epoch 328/500
450/450 [==============================] - 0s 812us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 329/500
450/450 [==============================] - 0s 777us/step - loss: 0.3956 - accuracy: 0.8375
Epoch 330/500
450/450 [==============================] - 0s 766us/step - loss: 0.3953 - accuracy: 0.8360
Epoch 331/500
450/450 [==============================] - 0s 794us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 332/500
450/450 [==============================] - 0s 764us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 333/500
450/450 [==============================] - 0s 757us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 334/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 335/500
450/450 [==============================] - 0s 773us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 336/500
450/450 [==============================] - 0s 768us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 337/500
450/450 [==============================] - 0s 774us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 338/500
450/450 [==============================] - 0s 760us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 339/500
450/450 [==============================] - 0s 769us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 340/500
450/450 [==============================] - 0s 789us/step - loss: 0.3953 - accuracy: 0.8368
Epoch 341/500
450/450 [==============================] - 0s 764us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 342/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 343/500
450/450 [==============================] - 0s 784us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 344/500
450/450 [==============================] - 0s 771us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 345/500
450/450 [==============================] - 0s 797us/step - loss: 0.3951 - accuracy: 0.8354
Epoch 346/500
450/450 [==============================] - 0s 814us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 347/500
450/450 [==============================] - 0s 757us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 348/500
450/450 [==============================] - 0s 760us/step - loss: 0.3952 - accuracy: 0.8365
Epoch 349/500
450/450 [==============================] - 0s 802us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 350/500
450/450 [==============================] - 0s 763us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 351/500
450/450 [==============================] - 0s 766us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 352/500
450/450 [==============================] - 0s 773us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 353/500
450/450 [==============================] - 0s 757us/step - loss: 0.3952 - accuracy: 0.8353
Epoch 354/500
450/450 [==============================] - 0s 760us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 355/500
450/450 [==============================] - 0s 774us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 356/500
450/450 [==============================] - 0s 756us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 357/500
450/450 [==============================] - 0s 798us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 358/500
450/450 [==============================] - 0s 763us/step - loss: 0.3953 - accuracy: 0.8360
Epoch 359/500
450/450 [==============================] - 0s 764us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 360/500
450/450 [==============================] - 0s 792us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 361/500
450/450 [==============================] - 0s 772us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 362/500
450/450 [==============================] - 0s 768us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 363/500
450/450 [==============================] - 0s 815us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 364/500
450/450 [==============================] - 0s 766us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 365/500
450/450 [==============================] - 0s 766us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 366/500
450/450 [==============================] - 0s 770us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 367/500
450/450 [==============================] - 0s 834us/step - loss: 0.3952 - accuracy: 0.8365
Epoch 368/500
450/450 [==============================] - 0s 933us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 369/500
450/450 [==============================] - 0s 857us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 370/500
450/450 [==============================] - 0s 781us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 371/500
450/450 [==============================] - 0s 788us/step - loss: 0.3952 - accuracy: 0.8347
Epoch 372/500
450/450 [==============================] - 0s 772us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 373/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 374/500
450/450 [==============================] - 0s 858us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 375/500
450/450 [==============================] - 0s 765us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 376/500
450/450 [==============================] - 0s 769us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 377/500
450/450 [==============================] - 0s 796us/step - loss: 0.3956 - accuracy: 0.8364
Epoch 378/500
450/450 [==============================] - 0s 782us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 379/500
450/450 [==============================] - 0s 770us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 380/500
450/450 [==============================] - 0s 770us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 381/500
450/450 [==============================] - 0s 762us/step - loss: 0.3951 - accuracy: 0.8357
Epoch 382/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 383/500
450/450 [==============================] - 0s 764us/step - loss: 0.3950 - accuracy: 0.8358
Epoch 384/500
450/450 [==============================] - 0s 761us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 385/500
450/450 [==============================] - 0s 794us/step - loss: 0.3949 - accuracy: 0.8356
Epoch 386/500
450/450 [==============================] - 0s 767us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 387/500
450/450 [==============================] - 0s 776us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 388/500
450/450 [==============================] - 0s 845us/step - loss: 0.3953 - accuracy: 0.8358
Epoch 389/500
450/450 [==============================] - 0s 801us/step - loss: 0.3947 - accuracy: 0.8358
Epoch 390/500
450/450 [==============================] - 0s 805us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 391/500
450/450 [==============================] - 0s 782us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 392/500
450/450 [==============================] - 0s 772us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 393/500
450/450 [==============================] - 0s 788us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 394/500
450/450 [==============================] - 0s 782us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 395/500
450/450 [==============================] - 0s 778us/step - loss: 0.3951 - accuracy: 0.8369
Epoch 396/500
450/450 [==============================] - 0s 791us/step - loss: 0.3950 - accuracy: 0.8367
Epoch 397/500
450/450 [==============================] - 0s 774us/step - loss: 0.3952 - accuracy: 0.8378
Epoch 398/500
450/450 [==============================] - 0s 778us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 399/500
450/450 [==============================] - 0s 791us/step - loss: 0.3951 - accuracy: 0.8369
Epoch 400/500
450/450 [==============================] - 0s 788us/step - loss: 0.3950 - accuracy: 0.8357
Epoch 401/500
450/450 [==============================] - 0s 774us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 402/500
450/450 [==============================] - 0s 787us/step - loss: 0.3950 - accuracy: 0.8375
Epoch 403/500
450/450 [==============================] - 0s 770us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 404/500
450/450 [==============================] - 0s 832us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 405/500
450/450 [==============================] - 0s 794us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 406/500
450/450 [==============================] - 0s 764us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 407/500
450/450 [==============================] - 0s 776us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 408/500
450/450 [==============================] - 0s 770us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 409/500
450/450 [==============================] - 0s 768us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 410/500
450/450 [==============================] - 0s 791us/step - loss: 0.3950 - accuracy: 0.8354
Epoch 411/500
450/450 [==============================] - 0s 774us/step - loss: 0.3953 - accuracy: 0.8369
Epoch 412/500
450/450 [==============================] - 0s 870us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 413/500
450/450 [==============================] - 0s 944us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 414/500
450/450 [==============================] - 0s 876us/step - loss: 0.3949 - accuracy: 0.8364
Epoch 415/500
450/450 [==============================] - 0s 941us/step - loss: 0.3948 - accuracy: 0.8364
Epoch 416/500
450/450 [==============================] - 0s 880us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 417/500
450/450 [==============================] - 0s 863us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 418/500
450/450 [==============================] - 0s 912us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 419/500
450/450 [==============================] - 0s 877us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 420/500
450/450 [==============================] - 0s 864us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 421/500
450/450 [==============================] - 0s 926us/step - loss: 0.3949 - accuracy: 0.83780s - loss: 0.3957 - accuracy:
Epoch 422/500
450/450 [==============================] - 0s 918us/step - loss: 0.3952 - accuracy: 0.8357
Epoch 423/500
450/450 [==============================] - 0s 889us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 424/500
450/450 [==============================] - 0s 803us/step - loss: 0.3954 - accuracy: 0.8358
Epoch 425/500
450/450 [==============================] - 0s 948us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 426/500
450/450 [==============================] - 0s 919us/step - loss: 0.3950 - accuracy: 0.8353
Epoch 427/500
450/450 [==============================] - 0s 922us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 428/500
450/450 [==============================] - 0s 949us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 429/500
450/450 [==============================] - 0s 826us/step - loss: 0.3954 - accuracy: 0.8354
Epoch 430/500
450/450 [==============================] - 0s 843us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 431/500
450/450 [==============================] - 0s 917us/step - loss: 0.3951 - accuracy: 0.8361
Epoch 432/500
450/450 [==============================] - 0s 908us/step - loss: 0.3945 - accuracy: 0.8371
Epoch 433/500
450/450 [==============================] - 0s 786us/step - loss: 0.3953 - accuracy: 0.8353
Epoch 434/500
450/450 [==============================] - 0s 764us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 435/500
450/450 [==============================] - 0s 819us/step - loss: 0.3952 - accuracy: 0.8372
Epoch 436/500
450/450 [==============================] - 0s 803us/step - loss: 0.3951 - accuracy: 0.8369
Epoch 437/500
450/450 [==============================] - 0s 759us/step - loss: 0.3948 - accuracy: 0.8357
Epoch 438/500
450/450 [==============================] - 0s 779us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 439/500
450/450 [==============================] - 0s 780us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 440/500
450/450 [==============================] - 0s 762us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 441/500
450/450 [==============================] - 0s 782us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 442/500
450/450 [==============================] - 0s 762us/step - loss: 0.3950 - accuracy: 0.8354
Epoch 443/500
450/450 [==============================] - 0s 792us/step - loss: 0.3951 - accuracy: 0.8349
Epoch 444/500
450/450 [==============================] - 0s 779us/step - loss: 0.3951 - accuracy: 0.8358
Epoch 445/500
450/450 [==============================] - 0s 772us/step - loss: 0.3948 - accuracy: 0.8349
Epoch 446/500
450/450 [==============================] - 0s 762us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 447/500
450/450 [==============================] - 0s 774us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 448/500
450/450 [==============================] - 0s 782us/step - loss: 0.3952 - accuracy: 0.8361
Epoch 449/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8358
Epoch 450/500
450/450 [==============================] - 0s 846us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 451/500
450/450 [==============================] - 0s 773us/step - loss: 0.3952 - accuracy: 0.8361
Epoch 452/500
450/450 [==============================] - 0s 787us/step - loss: 0.3949 - accuracy: 0.8364
Epoch 453/500
450/450 [==============================] - 0s 777us/step - loss: 0.3947 - accuracy: 0.8358
Epoch 454/500
450/450 [==============================] - 0s 771us/step - loss: 0.3949 - accuracy: 0.8361
Epoch 455/500
450/450 [==============================] - 0s 777us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 456/500
450/450 [==============================] - 0s 766us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 457/500
450/450 [==============================] - 0s 763us/step - loss: 0.3952 - accuracy: 0.8363
Epoch 458/500
450/450 [==============================] - 0s 800us/step - loss: 0.3952 - accuracy: 0.8378
Epoch 459/500
450/450 [==============================] - 0s 771us/step - loss: 0.3949 - accuracy: 0.8358
Epoch 460/500
450/450 [==============================] - 0s 775us/step - loss: 0.3949 - accuracy: 0.8374
Epoch 461/500
450/450 [==============================] - 0s 788us/step - loss: 0.3950 - accuracy: 0.8367
Epoch 462/500
450/450 [==============================] - 0s 760us/step - loss: 0.3947 - accuracy: 0.8369
Epoch 463/500
450/450 [==============================] - 0s 773us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 464/500
450/450 [==============================] - 0s 803us/step - loss: 0.3950 - accuracy: 0.8356
Epoch 465/500
450/450 [==============================] - 0s 761us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 466/500
450/450 [==============================] - 0s 778us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 467/500
450/450 [==============================] - 0s 795us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 468/500
450/450 [==============================] - 0s 762us/step - loss: 0.3943 - accuracy: 0.8358
Epoch 469/500
450/450 [==============================] - 0s 835us/step - loss: 0.3954 - accuracy: 0.8354
Epoch 470/500
450/450 [==============================] - 0s 957us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 471/500
450/450 [==============================] - 0s 828us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 472/500
450/450 [==============================] - 0s 767us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 473/500
450/450 [==============================] - 0s 763us/step - loss: 0.3945 - accuracy: 0.8356
Epoch 474/500
450/450 [==============================] - 0s 814us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 475/500
450/450 [==============================] - 0s 816us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 476/500
450/450 [==============================] - 0s 811us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 477/500
450/450 [==============================] - 0s 782us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 478/500
450/450 [==============================] - 0s 776us/step - loss: 0.3951 - accuracy: 0.8374
Epoch 479/500
450/450 [==============================] - 0s 768us/step - loss: 0.3950 - accuracy: 0.8363
Epoch 480/500
450/450 [==============================] - 0s 765us/step - loss: 0.3951 - accuracy: 0.8369
Epoch 481/500
450/450 [==============================] - 0s 832us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 482/500
450/450 [==============================] - 0s 761us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 483/500
450/450 [==============================] - 0s 777us/step - loss: 0.3949 - accuracy: 0.8374
Epoch 484/500
450/450 [==============================] - 0s 772us/step - loss: 0.3949 - accuracy: 0.8364
Epoch 485/500
450/450 [==============================] - 0s 758us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 486/500
450/450 [==============================] - 0s 779us/step - loss: 0.3953 - accuracy: 0.8376
Epoch 487/500
450/450 [==============================] - 0s 762us/step - loss: 0.3950 - accuracy: 0.8375
Epoch 488/500
450/450 [==============================] - 0s 762us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 489/500
450/450 [==============================] - 0s 774us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 490/500
450/450 [==============================] - 0s 760us/step - loss: 0.3947 - accuracy: 0.8364
Epoch 491/500
450/450 [==============================] - 0s 809us/step - loss: 0.3950 - accuracy: 0.8363
Epoch 492/500
450/450 [==============================] - 0s 754us/step - loss: 0.3951 - accuracy: 0.8365
Epoch 493/500
450/450 [==============================] - 0s 760us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 494/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 495/500
450/450 [==============================] - 0s 883us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 496/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8357
Epoch 497/500
450/450 [==============================] - 0s 821us/step - loss: 0.3948 - accuracy: 0.8372
Epoch 498/500
450/450 [==============================] - 0s 763us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 499/500
450/450 [==============================] - 0s 760us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 500/500
450/450 [==============================] - 0s 782us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 1/500
450/450 [==============================] - 0s 795us/step - loss: 0.5325 - accuracy: 0.7960
Epoch 2/500
450/450 [==============================] - 0s 777us/step - loss: 0.4349 - accuracy: 0.7960
Epoch 3/500
450/450 [==============================] - 0s 779us/step - loss: 0.4301 - accuracy: 0.7960
Epoch 4/500
450/450 [==============================] - 0s 835us/step - loss: 0.4262 - accuracy: 0.7960
Epoch 5/500
450/450 [==============================] - 0s 778us/step - loss: 0.4226 - accuracy: 0.7975
Epoch 6/500
450/450 [==============================] - 0s 772us/step - loss: 0.4197 - accuracy: 0.8189
Epoch 7/500
450/450 [==============================] - 0s 806us/step - loss: 0.4175 - accuracy: 0.8260
Epoch 8/500
450/450 [==============================] - 0s 808us/step - loss: 0.4157 - accuracy: 0.8288
Epoch 9/500
450/450 [==============================] - 0s 781us/step - loss: 0.4140 - accuracy: 0.8286
Epoch 10/500
450/450 [==============================] - 0s 788us/step - loss: 0.4121 - accuracy: 0.8317
Epoch 11/500
450/450 [==============================] - 0s 787us/step - loss: 0.4106 - accuracy: 0.8329
Epoch 12/500
450/450 [==============================] - 0s 775us/step - loss: 0.4090 - accuracy: 0.8333
Epoch 13/500
450/450 [==============================] - 0s 832us/step - loss: 0.4082 - accuracy: 0.8347
Epoch 14/500
450/450 [==============================] - 0s 806us/step - loss: 0.4071 - accuracy: 0.8342
Epoch 15/500
450/450 [==============================] - 0s 832us/step - loss: 0.4060 - accuracy: 0.8340
Epoch 16/500
450/450 [==============================] - 0s 788us/step - loss: 0.4049 - accuracy: 0.8367
Epoch 17/500
450/450 [==============================] - 0s 780us/step - loss: 0.4043 - accuracy: 0.8349
Epoch 18/500
450/450 [==============================] - 0s 813us/step - loss: 0.4031 - accuracy: 0.8371
Epoch 19/500
450/450 [==============================] - 0s 798us/step - loss: 0.4028 - accuracy: 0.8367
Epoch 20/500
450/450 [==============================] - 0s 817us/step - loss: 0.4025 - accuracy: 0.8369
Epoch 21/500
450/450 [==============================] - 0s 821us/step - loss: 0.4016 - accuracy: 0.8371
Epoch 22/500
450/450 [==============================] - 0s 791us/step - loss: 0.4013 - accuracy: 0.8389
Epoch 23/500
450/450 [==============================] - 0s 789us/step - loss: 0.4007 - accuracy: 0.8381
Epoch 24/500
450/450 [==============================] - 0s 816us/step - loss: 0.4002 - accuracy: 0.8374
Epoch 25/500
450/450 [==============================] - 0s 811us/step - loss: 0.4007 - accuracy: 0.8388
Epoch 26/500
450/450 [==============================] - 0s 803us/step - loss: 0.4000 - accuracy: 0.8393
Epoch 27/500
450/450 [==============================] - 0s 778us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 28/500
450/450 [==============================] - 0s 794us/step - loss: 0.3997 - accuracy: 0.8385
Epoch 29/500
450/450 [==============================] - 0s 812us/step - loss: 0.3991 - accuracy: 0.8379
Epoch 30/500
450/450 [==============================] - 0s 791us/step - loss: 0.3990 - accuracy: 0.8379
Epoch 31/500
450/450 [==============================] - 0s 782us/step - loss: 0.3990 - accuracy: 0.8381
Epoch 32/500
450/450 [==============================] - 0s 823us/step - loss: 0.3981 - accuracy: 0.8375
Epoch 33/500
450/450 [==============================] - 0s 790us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 34/500
450/450 [==============================] - 0s 780us/step - loss: 0.3984 - accuracy: 0.8376
Epoch 35/500
450/450 [==============================] - 0s 809us/step - loss: 0.3984 - accuracy: 0.8378
Epoch 36/500
450/450 [==============================] - 0s 788us/step - loss: 0.3979 - accuracy: 0.8368
Epoch 37/500
450/450 [==============================] - 0s 875us/step - loss: 0.3978 - accuracy: 0.8389
Epoch 38/500
450/450 [==============================] - 0s 781us/step - loss: 0.3975 - accuracy: 0.8382
Epoch 39/500
450/450 [==============================] - 0s 748us/step - loss: 0.3974 - accuracy: 0.8393
Epoch 40/500
450/450 [==============================] - 0s 771us/step - loss: 0.3972 - accuracy: 0.8386
Epoch 41/500
450/450 [==============================] - 0s 741us/step - loss: 0.3971 - accuracy: 0.8385
Epoch 42/500
450/450 [==============================] - 0s 745us/step - loss: 0.3971 - accuracy: 0.8389
Epoch 43/500
450/450 [==============================] - 0s 770us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 44/500
450/450 [==============================] - 0s 742us/step - loss: 0.3970 - accuracy: 0.8386
Epoch 45/500
450/450 [==============================] - 0s 743us/step - loss: 0.3967 - accuracy: 0.8393
Epoch 46/500
450/450 [==============================] - 0s 769us/step - loss: 0.3969 - accuracy: 0.8381
Epoch 47/500
450/450 [==============================] - 0s 744us/step - loss: 0.3967 - accuracy: 0.8388
Epoch 48/500
450/450 [==============================] - 0s 759us/step - loss: 0.3967 - accuracy: 0.8390
Epoch 49/500
450/450 [==============================] - 0s 779us/step - loss: 0.3965 - accuracy: 0.83720s - loss: 0.3985 - accuracy
Epoch 50/500
450/450 [==============================] - 0s 785us/step - loss: 0.3962 - accuracy: 0.8403
Epoch 51/500
450/450 [==============================] - 0s 754us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 52/500
450/450 [==============================] - 0s 758us/step - loss: 0.3958 - accuracy: 0.8394
Epoch 53/500
450/450 [==============================] - 0s 761us/step - loss: 0.3956 - accuracy: 0.8389
Epoch 54/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3957 - accuracy: 0.8397
Epoch 55/500
450/450 [==============================] - 0s 748us/step - loss: 0.3959 - accuracy: 0.8396
Epoch 56/500
450/450 [==============================] - 0s 863us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 57/500
450/450 [==============================] - 0s 784us/step - loss: 0.3957 - accuracy: 0.8406
Epoch 58/500
450/450 [==============================] - 0s 751us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 59/500
450/450 [==============================] - 0s 750us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 60/500
450/450 [==============================] - 0s 776us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 61/500
450/450 [==============================] - 0s 742us/step - loss: 0.3944 - accuracy: 0.8396
Epoch 62/500
450/450 [==============================] - 0s 750us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 63/500
450/450 [==============================] - 0s 765us/step - loss: 0.3954 - accuracy: 0.8399
Epoch 64/500
450/450 [==============================] - 0s 751us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 65/500
450/450 [==============================] - 0s 748us/step - loss: 0.3953 - accuracy: 0.8396
Epoch 66/500
450/450 [==============================] - 0s 766us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 67/500
450/450 [==============================] - 0s 740us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 68/500
450/450 [==============================] - 0s 746us/step - loss: 0.3951 - accuracy: 0.8394
Epoch 69/500
450/450 [==============================] - 0s 776us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 70/500
450/450 [==============================] - 0s 744us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 71/500
450/450 [==============================] - 0s 746us/step - loss: 0.3947 - accuracy: 0.8389
Epoch 72/500
450/450 [==============================] - 0s 751us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 73/500
450/450 [==============================] - 0s 741us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 74/500
450/450 [==============================] - 0s 761us/step - loss: 0.3948 - accuracy: 0.8383
Epoch 75/500
450/450 [==============================] - 0s 743us/step - loss: 0.3951 - accuracy: 0.8389
Epoch 76/500
450/450 [==============================] - 0s 743us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 77/500
450/450 [==============================] - 0s 759us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 78/500
450/450 [==============================] - 0s 770us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 79/500
450/450 [==============================] - 0s 744us/step - loss: 0.3948 - accuracy: 0.8394
Epoch 80/500
450/450 [==============================] - 0s 798us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 81/500
450/450 [==============================] - 0s 748us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 82/500
450/450 [==============================] - 0s 745us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 83/500
450/450 [==============================] - 0s 754us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 84/500
450/450 [==============================] - 0s 750us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 85/500
450/450 [==============================] - 0s 753us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 86/500
450/450 [==============================] - 0s 767us/step - loss: 0.3945 - accuracy: 0.8383
Epoch 87/500
450/450 [==============================] - 0s 748us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 88/500
450/450 [==============================] - 0s 767us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 89/500
450/450 [==============================] - 0s 803us/step - loss: 0.3945 - accuracy: 0.8393
Epoch 90/500
450/450 [==============================] - 0s 795us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 91/500
450/450 [==============================] - 0s 770us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 92/500
450/450 [==============================] - 0s 767us/step - loss: 0.3941 - accuracy: 0.8372
Epoch 93/500
450/450 [==============================] - 0s 774us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 94/500
450/450 [==============================] - 0s 754us/step - loss: 0.3944 - accuracy: 0.8368
Epoch 95/500
450/450 [==============================] - 0s 772us/step - loss: 0.3942 - accuracy: 0.8379
Epoch 96/500
450/450 [==============================] - 0s 753us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 97/500
450/450 [==============================] - 0s 765us/step - loss: 0.3944 - accuracy: 0.8394
Epoch 98/500
450/450 [==============================] - 0s 773us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 99/500
450/450 [==============================] - 0s 762us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 100/500
450/450 [==============================] - 0s 751us/step - loss: 0.3943 - accuracy: 0.8389
Epoch 101/500
450/450 [==============================] - 0s 766us/step - loss: 0.3939 - accuracy: 0.8365
Epoch 102/500
450/450 [==============================] - 0s 740us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 103/500
450/450 [==============================] - 0s 769us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 104/500
450/450 [==============================] - 0s 745us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 105/500
450/450 [==============================] - 0s 741us/step - loss: 0.3940 - accuracy: 0.8369
Epoch 106/500
450/450 [==============================] - 0s 757us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 107/500
450/450 [==============================] - 0s 759us/step - loss: 0.3943 - accuracy: 0.8368
Epoch 108/500
450/450 [==============================] - 0s 739us/step - loss: 0.3944 - accuracy: 0.8394
Epoch 109/500
450/450 [==============================] - 0s 760us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 110/500
450/450 [==============================] - 0s 749us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 111/500
450/450 [==============================] - 0s 740us/step - loss: 0.3945 - accuracy: 0.8372
Epoch 112/500
450/450 [==============================] - 0s 761us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 113/500
450/450 [==============================] - 0s 793us/step - loss: 0.3943 - accuracy: 0.8379
Epoch 114/500
450/450 [==============================] - 0s 885us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 115/500
450/450 [==============================] - 0s 758us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 116/500
450/450 [==============================] - 0s 747us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 117/500
450/450 [==============================] - 0s 755us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 118/500
450/450 [==============================] - 0s 754us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 119/500
450/450 [==============================] - 0s 776us/step - loss: 0.3942 - accuracy: 0.8385
Epoch 120/500
450/450 [==============================] - 0s 740us/step - loss: 0.3940 - accuracy: 0.8393
Epoch 121/500
450/450 [==============================] - 0s 773us/step - loss: 0.3938 - accuracy: 0.8396
Epoch 122/500
450/450 [==============================] - 0s 756us/step - loss: 0.3943 - accuracy: 0.8389
Epoch 123/500
450/450 [==============================] - 0s 743us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 124/500
450/450 [==============================] - 0s 763us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 125/500
450/450 [==============================] - 0s 741us/step - loss: 0.3940 - accuracy: 0.8381
Epoch 126/500
450/450 [==============================] - 0s 746us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 127/500
450/450 [==============================] - 0s 764us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 128/500
450/450 [==============================] - 0s 743us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 129/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3941 - accuracy: 0.8379
Epoch 130/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3940 - accuracy: 0.8375
Epoch 131/500
450/450 [==============================] - 0s 975us/step - loss: 0.3940 - accuracy: 0.8379
Epoch 132/500
450/450 [==============================] - 0s 876us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 133/500
450/450 [==============================] - 0s 909us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 134/500
450/450 [==============================] - 0s 977us/step - loss: 0.3941 - accuracy: 0.8371
Epoch 135/500
450/450 [==============================] - 0s 936us/step - loss: 0.3940 - accuracy: 0.8381
Epoch 136/500
450/450 [==============================] - 0s 821us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 137/500
450/450 [==============================] - 0s 835us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 138/500
450/450 [==============================] - 0s 822us/step - loss: 0.3940 - accuracy: 0.8371
Epoch 139/500
450/450 [==============================] - 0s 749us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 140/500
450/450 [==============================] - 0s 749us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 141/500
450/450 [==============================] - 0s 768us/step - loss: 0.3941 - accuracy: 0.8375
Epoch 142/500
450/450 [==============================] - 0s 814us/step - loss: 0.3940 - accuracy: 0.8374
Epoch 143/500
450/450 [==============================] - 0s 777us/step - loss: 0.3940 - accuracy: 0.8369
Epoch 144/500
450/450 [==============================] - 0s 781us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 145/500
450/450 [==============================] - 0s 838us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 146/500
450/450 [==============================] - 0s 835us/step - loss: 0.3941 - accuracy: 0.8364
Epoch 147/500
450/450 [==============================] - 0s 790us/step - loss: 0.3943 - accuracy: 0.8376
Epoch 148/500
450/450 [==============================] - 0s 748us/step - loss: 0.3942 - accuracy: 0.8388
Epoch 149/500
450/450 [==============================] - 0s 758us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 150/500
450/450 [==============================] - 0s 772us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 151/500
450/450 [==============================] - 0s 747us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 152/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3939 - accuracy: 0.8389
Epoch 153/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8365
Epoch 154/500
450/450 [==============================] - 0s 853us/step - loss: 0.3941 - accuracy: 0.8368
Epoch 155/500
450/450 [==============================] - 0s 749us/step - loss: 0.3939 - accuracy: 0.8376
Epoch 156/500
450/450 [==============================] - 0s 776us/step - loss: 0.3940 - accuracy: 0.8382
Epoch 157/500
450/450 [==============================] - 0s 755us/step - loss: 0.3941 - accuracy: 0.8360
Epoch 158/500
450/450 [==============================] - 0s 838us/step - loss: 0.3938 - accuracy: 0.8371
Epoch 159/500
450/450 [==============================] - 0s 889us/step - loss: 0.3941 - accuracy: 0.8378
Epoch 160/500
450/450 [==============================] - 0s 801us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 161/500
450/450 [==============================] - 0s 749us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 162/500
450/450 [==============================] - 0s 789us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 163/500
450/450 [==============================] - 0s 749us/step - loss: 0.3940 - accuracy: 0.8374
Epoch 164/500
450/450 [==============================] - 0s 748us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 165/500
450/450 [==============================] - 0s 746us/step - loss: 0.3941 - accuracy: 0.8375
Epoch 166/500
450/450 [==============================] - 0s 780us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 167/500
450/450 [==============================] - 0s 751us/step - loss: 0.3940 - accuracy: 0.8375
Epoch 168/500
450/450 [==============================] - 0s 774us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 169/500
450/450 [==============================] - 0s 747us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 170/500
450/450 [==============================] - 0s 751us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 171/500
450/450 [==============================] - 0s 776us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 172/500
450/450 [==============================] - 0s 747us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 173/500
450/450 [==============================] - 0s 753us/step - loss: 0.3935 - accuracy: 0.8363
Epoch 174/500
450/450 [==============================] - 0s 809us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 175/500
450/450 [==============================] - 0s 754us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 176/500
450/450 [==============================] - 0s 747us/step - loss: 0.3938 - accuracy: 0.8369
Epoch 177/500
450/450 [==============================] - 0s 752us/step - loss: 0.3939 - accuracy: 0.8371
Epoch 178/500
450/450 [==============================] - 0s 747us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 179/500
450/450 [==============================] - 0s 749us/step - loss: 0.3940 - accuracy: 0.8379
Epoch 180/500
450/450 [==============================] - 0s 783us/step - loss: 0.3938 - accuracy: 0.8363
Epoch 181/500
450/450 [==============================] - 0s 746us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 182/500
450/450 [==============================] - 0s 752us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 183/500
450/450 [==============================] - 0s 775us/step - loss: 0.3940 - accuracy: 0.8382
Epoch 184/500
450/450 [==============================] - 0s 745us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 185/500
450/450 [==============================] - 0s 751us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 186/500
450/450 [==============================] - 0s 777us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 187/500
450/450 [==============================] - 0s 747us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 188/500
450/450 [==============================] - 0s 761us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 189/500
450/450 [==============================] - 0s 778us/step - loss: 0.3941 - accuracy: 0.8386
Epoch 190/500
450/450 [==============================] - 0s 749us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 191/500
450/450 [==============================] - 0s 748us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 192/500
450/450 [==============================] - 0s 764us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 193/500
450/450 [==============================] - 0s 753us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 194/500
450/450 [==============================] - 0s 750us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 195/500
450/450 [==============================] - 0s 786us/step - loss: 0.3941 - accuracy: 0.8372
Epoch 196/500
450/450 [==============================] - 0s 741us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 197/500
450/450 [==============================] - 0s 747us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 198/500
450/450 [==============================] - 0s 978us/step - loss: 0.3940 - accuracy: 0.8388
Epoch 199/500
450/450 [==============================] - 0s 750us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 200/500
450/450 [==============================] - 0s 777us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 201/500
450/450 [==============================] - 0s 761us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 202/500
450/450 [==============================] - 0s 753us/step - loss: 0.3936 - accuracy: 0.8394
Epoch 203/500
450/450 [==============================] - 0s 771us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 204/500
450/450 [==============================] - 0s 765us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 205/500
450/450 [==============================] - 0s 753us/step - loss: 0.3942 - accuracy: 0.8385
Epoch 206/500
450/450 [==============================] - 0s 848us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 207/500
450/450 [==============================] - 0s 884us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 208/500
450/450 [==============================] - 0s 796us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 209/500
450/450 [==============================] - 0s 771us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 210/500
450/450 [==============================] - 0s 753us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 211/500
450/450 [==============================] - 0s 778us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 212/500
450/450 [==============================] - 0s 757us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 213/500
450/450 [==============================] - 0s 759us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 214/500
450/450 [==============================] - 0s 771us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 215/500
450/450 [==============================] - 0s 807us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 216/500
450/450 [==============================] - 0s 793us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 217/500
450/450 [==============================] - 0s 795us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 218/500
450/450 [==============================] - 0s 759us/step - loss: 0.3941 - accuracy: 0.8392
Epoch 219/500
450/450 [==============================] - 0s 772us/step - loss: 0.3938 - accuracy: 0.8394
Epoch 220/500
450/450 [==============================] - 0s 777us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 221/500
450/450 [==============================] - 0s 777us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 222/500
450/450 [==============================] - 0s 749us/step - loss: 0.3937 - accuracy: 0.8406
Epoch 223/500
450/450 [==============================] - 0s 762us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 224/500
450/450 [==============================] - 0s 805us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 225/500
450/450 [==============================] - 0s 807us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 226/500
450/450 [==============================] - 0s 781us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 227/500
450/450 [==============================] - 0s 764us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 228/500
450/450 [==============================] - 0s 776us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 229/500
450/450 [==============================] - 0s 750us/step - loss: 0.3938 - accuracy: 0.83860s - loss: 0.3915 - accuracy: 0.84
Epoch 230/500
450/450 [==============================] - 0s 760us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 231/500
450/450 [==============================] - 0s 771us/step - loss: 0.3941 - accuracy: 0.8378
Epoch 232/500
450/450 [==============================] - 0s 778us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 233/500
450/450 [==============================] - 0s 862us/step - loss: 0.3938 - accuracy: 0.8369
Epoch 234/500
450/450 [==============================] - 0s 790us/step - loss: 0.3939 - accuracy: 0.8390
Epoch 235/500
450/450 [==============================] - 0s 751us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 236/500
450/450 [==============================] - 0s 759us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 237/500
450/450 [==============================] - 0s 784us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 238/500
450/450 [==============================] - 0s 748us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 239/500
450/450 [==============================] - 0s 745us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 240/500
450/450 [==============================] - 0s 818us/step - loss: 0.3940 - accuracy: 0.8378
Epoch 241/500
450/450 [==============================] - 0s 742us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 242/500
450/450 [==============================] - 0s 756us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 243/500
450/450 [==============================] - 0s 748us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 244/500
450/450 [==============================] - 0s 749us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 245/500
450/450 [==============================] - 0s 762us/step - loss: 0.3933 - accuracy: 0.8368
Epoch 246/500
450/450 [==============================] - 0s 779us/step - loss: 0.3932 - accuracy: 0.8364
Epoch 247/500
450/450 [==============================] - 0s 755us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 248/500
450/450 [==============================] - 0s 773us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 249/500
450/450 [==============================] - 0s 744us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 250/500
450/450 [==============================] - 0s 749us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 251/500
450/450 [==============================] - 0s 759us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 252/500
450/450 [==============================] - 0s 754us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 253/500
450/450 [==============================] - 0s 818us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 254/500
450/450 [==============================] - 0s 802us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 255/500
450/450 [==============================] - 0s 759us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 256/500
450/450 [==============================] - 0s 756us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 257/500
450/450 [==============================] - 0s 773us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 258/500
450/450 [==============================] - 0s 778us/step - loss: 0.3941 - accuracy: 0.8375
Epoch 259/500
450/450 [==============================] - 0s 844us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 260/500
450/450 [==============================] - 0s 774us/step - loss: 0.3938 - accuracy: 0.8382
Epoch 261/500
450/450 [==============================] - 0s 762us/step - loss: 0.3936 - accuracy: 0.8374
Epoch 262/500
450/450 [==============================] - 0s 757us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 263/500
450/450 [==============================] - 0s 766us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 264/500
450/450 [==============================] - 0s 744us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 265/500
450/450 [==============================] - 0s 746us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 266/500
450/450 [==============================] - 0s 765us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 267/500
450/450 [==============================] - 0s 755us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 268/500
450/450 [==============================] - 0s 750us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 269/500
450/450 [==============================] - 0s 801us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 270/500
450/450 [==============================] - 0s 744us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 271/500
450/450 [==============================] - 0s 749us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 272/500
450/450 [==============================] - 0s 778us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 273/500
450/450 [==============================] - 0s 754us/step - loss: 0.3941 - accuracy: 0.8385
Epoch 274/500
450/450 [==============================] - 0s 769us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 275/500
450/450 [==============================] - 0s 750us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 276/500
450/450 [==============================] - 0s 753us/step - loss: 0.3938 - accuracy: 0.8371
Epoch 277/500
450/450 [==============================] - 0s 768us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 278/500
450/450 [==============================] - 0s 749us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 279/500
450/450 [==============================] - 0s 750us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 280/500
450/450 [==============================] - 0s 769us/step - loss: 0.3939 - accuracy: 0.8371
Epoch 281/500
450/450 [==============================] - 0s 746us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 282/500
450/450 [==============================] - 0s 757us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 283/500
450/450 [==============================] - 0s 767us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 284/500
450/450 [==============================] - 0s 749us/step - loss: 0.3937 - accuracy: 0.8389
Epoch 285/500
450/450 [==============================] - 0s 753us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 286/500
450/450 [==============================] - 0s 779us/step - loss: 0.3937 - accuracy: 0.8389
Epoch 287/500
450/450 [==============================] - 0s 741us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 288/500
450/450 [==============================] - 0s 768us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 289/500
450/450 [==============================] - 0s 765us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 290/500
450/450 [==============================] - 0s 752us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 291/500
450/450 [==============================] - 0s 746us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 292/500
450/450 [==============================] - 0s 776us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 293/500
450/450 [==============================] - 0s 746us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 294/500
450/450 [==============================] - 0s 750us/step - loss: 0.3939 - accuracy: 0.8376
Epoch 295/500
450/450 [==============================] - 0s 772us/step - loss: 0.3936 - accuracy: 0.8374
Epoch 296/500
450/450 [==============================] - 0s 747us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 297/500
450/450 [==============================] - 0s 755us/step - loss: 0.3938 - accuracy: 0.8389
Epoch 298/500
450/450 [==============================] - 0s 769us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 299/500
450/450 [==============================] - 0s 743us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 300/500
450/450 [==============================] - 0s 749us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 301/500
450/450 [==============================] - 0s 783us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 302/500
450/450 [==============================] - 0s 744us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 303/500
450/450 [==============================] - 0s 765us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 304/500
450/450 [==============================] - 0s 775us/step - loss: 0.3935 - accuracy: 0.8376
Epoch 305/500
450/450 [==============================] - 0s 747us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 306/500
450/450 [==============================] - 0s 763us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 307/500
450/450 [==============================] - 0s 753us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 308/500
450/450 [==============================] - 0s 759us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 309/500
450/450 [==============================] - 0s 911us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 310/500
450/450 [==============================] - 0s 821us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 311/500
450/450 [==============================] - 0s 762us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 312/500
450/450 [==============================] - 0s 754us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 313/500
450/450 [==============================] - 0s 752us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 314/500
450/450 [==============================] - 0s 752us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 315/500
450/450 [==============================] - 0s 766us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 316/500
450/450 [==============================] - 0s 744us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 317/500
450/450 [==============================] - 0s 750us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 318/500
450/450 [==============================] - 0s 766us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 319/500
450/450 [==============================] - 0s 759us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 320/500
450/450 [==============================] - 0s 751us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 321/500
450/450 [==============================] - 0s 770us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 322/500
450/450 [==============================] - 0s 750us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 323/500
450/450 [==============================] - 0s 745us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 324/500
450/450 [==============================] - 0s 757us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 325/500
450/450 [==============================] - 0s 747us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 326/500
450/450 [==============================] - 0s 781us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 327/500
450/450 [==============================] - 0s 905us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 328/500
450/450 [==============================] - 0s 781us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 329/500
450/450 [==============================] - 0s 752us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 330/500
450/450 [==============================] - 0s 760us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 331/500
450/450 [==============================] - 0s 743us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 332/500
450/450 [==============================] - 0s 764us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 333/500
450/450 [==============================] - 0s 757us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 334/500
450/450 [==============================] - 0s 743us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 335/500
450/450 [==============================] - 0s 775us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 336/500
450/450 [==============================] - 0s 754us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 337/500
450/450 [==============================] - 0s 742us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 338/500
450/450 [==============================] - 0s 760us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 339/500
450/450 [==============================] - 0s 755us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 340/500
450/450 [==============================] - 0s 752us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 341/500
450/450 [==============================] - 0s 767us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 342/500
450/450 [==============================] - 0s 752us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 343/500
450/450 [==============================] - 0s 762us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 344/500
450/450 [==============================] - 0s 769us/step - loss: 0.3937 - accuracy: 0.8360
Epoch 345/500
450/450 [==============================] - 0s 747us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 346/500
450/450 [==============================] - 0s 748us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 347/500
450/450 [==============================] - 0s 774us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 348/500
450/450 [==============================] - 0s 755us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 349/500
450/450 [==============================] - 0s 746us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 350/500
450/450 [==============================] - 0s 764us/step - loss: 0.3938 - accuracy: 0.8369
Epoch 351/500
450/450 [==============================] - 0s 753us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 352/500
450/450 [==============================] - 0s 750us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 353/500
450/450 [==============================] - 0s 773us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 354/500
450/450 [==============================] - 0s 745us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 355/500
450/450 [==============================] - 0s 750us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 356/500
450/450 [==============================] - 0s 778us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 357/500
450/450 [==============================] - 0s 750us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 358/500
450/450 [==============================] - 0s 762us/step - loss: 0.3936 - accuracy: 0.8369
Epoch 359/500
450/450 [==============================] - 0s 742us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 360/500
450/450 [==============================] - 0s 756us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 361/500
450/450 [==============================] - 0s 796us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 362/500
450/450 [==============================] - 0s 746us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 363/500
450/450 [==============================] - 0s 850us/step - loss: 0.3938 - accuracy: 0.8397
Epoch 364/500
450/450 [==============================] - 0s 797us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 365/500
450/450 [==============================] - 0s 753us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 366/500
450/450 [==============================] - 0s 750us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 367/500
450/450 [==============================] - 0s 814us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 368/500
450/450 [==============================] - 0s 746us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 369/500
450/450 [==============================] - 0s 746us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 370/500
450/450 [==============================] - 0s 760us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 371/500
450/450 [==============================] - 0s 747us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 372/500
450/450 [==============================] - 0s 744us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 373/500
450/450 [==============================] - 0s 776us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 374/500
450/450 [==============================] - 0s 748us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 375/500
450/450 [==============================] - 0s 744us/step - loss: 0.3935 - accuracy: 0.8363
Epoch 376/500
450/450 [==============================] - 0s 797us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 377/500
450/450 [==============================] - 0s 747us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 378/500
450/450 [==============================] - 0s 751us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 379/500
450/450 [==============================] - 0s 860us/step - loss: 0.3937 - accuracy: 0.8394
Epoch 380/500
450/450 [==============================] - 0s 744us/step - loss: 0.3937 - accuracy: 0.8365
Epoch 381/500
450/450 [==============================] - 0s 750us/step - loss: 0.3929 - accuracy: 0.8386
Epoch 382/500
450/450 [==============================] - 0s 753us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 383/500
450/450 [==============================] - 0s 747us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 384/500
450/450 [==============================] - 0s 765us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 385/500
450/450 [==============================] - 0s 750us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 386/500
450/450 [==============================] - 0s 749us/step - loss: 0.3935 - accuracy: 0.83720s - loss: 0.3913 - accuracy: 0.83
Epoch 387/500
450/450 [==============================] - 0s 767us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 388/500
450/450 [==============================] - 0s 749us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 389/500
450/450 [==============================] - 0s 754us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 390/500
450/450 [==============================] - 0s 787us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 391/500
450/450 [==============================] - 0s 748us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 392/500
450/450 [==============================] - 0s 755us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 393/500
450/450 [==============================] - 0s 770us/step - loss: 0.3936 - accuracy: 0.8379
Epoch 394/500
450/450 [==============================] - 0s 766us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 395/500
450/450 [==============================] - 0s 842us/step - loss: 0.3935 - accuracy: 0.8376
Epoch 396/500
450/450 [==============================] - 0s 861us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 397/500
450/450 [==============================] - 0s 754us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 398/500
450/450 [==============================] - 0s 764us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 399/500
450/450 [==============================] - 0s 761us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 400/500
450/450 [==============================] - 0s 747us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 401/500
450/450 [==============================] - 0s 749us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 402/500
450/450 [==============================] - 0s 787us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 403/500
450/450 [==============================] - 0s 748us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 404/500
450/450 [==============================] - 0s 774us/step - loss: 0.3934 - accuracy: 0.8371
Epoch 405/500
450/450 [==============================] - 0s 757us/step - loss: 0.3933 - accuracy: 0.8371
Epoch 406/500
450/450 [==============================] - 0s 754us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 407/500
450/450 [==============================] - 0s 779us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 408/500
450/450 [==============================] - 0s 751us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 409/500
450/450 [==============================] - 0s 747us/step - loss: 0.3935 - accuracy: 0.8365
Epoch 410/500
450/450 [==============================] - 0s 767us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 411/500
450/450 [==============================] - 0s 745us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 412/500
450/450 [==============================] - 0s 745us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 413/500
450/450 [==============================] - 0s 777us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 414/500
450/450 [==============================] - 0s 757us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 415/500
450/450 [==============================] - 0s 779us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 416/500
450/450 [==============================] - 0s 753us/step - loss: 0.3936 - accuracy: 0.83860s - loss: 0.3909 - accuracy: 0.83
Epoch 417/500
450/450 [==============================] - 0s 744us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 418/500
450/450 [==============================] - 0s 762us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 419/500
450/450 [==============================] - 0s 749us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 420/500
450/450 [==============================] - 0s 759us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 421/500
450/450 [==============================] - 0s 751us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 422/500
450/450 [==============================] - 0s 769us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 423/500
450/450 [==============================] - 0s 746us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 424/500
450/450 [==============================] - 0s 744us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 425/500
450/450 [==============================] - 0s 778us/step - loss: 0.3938 - accuracy: 0.8375
Epoch 426/500
450/450 [==============================] - 0s 746us/step - loss: 0.3933 - accuracy: 0.8368
Epoch 427/500
450/450 [==============================] - 0s 723us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 428/500
450/450 [==============================] - 0s 725us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 429/500
450/450 [==============================] - 0s 698us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 430/500
450/450 [==============================] - 0s 767us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 431/500
450/450 [==============================] - 0s 740us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 432/500
450/450 [==============================] - 0s 706us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 433/500
450/450 [==============================] - 0s 702us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 434/500
450/450 [==============================] - 0s 764us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 435/500
450/450 [==============================] - 0s 717us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 436/500
450/450 [==============================] - 0s 736us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 437/500
450/450 [==============================] - 0s 740us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 438/500
450/450 [==============================] - 0s 716us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 439/500
450/450 [==============================] - 0s 735us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 440/500
450/450 [==============================] - 0s 741us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 441/500
450/450 [==============================] - 0s 708us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 442/500
450/450 [==============================] - 0s 731us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 443/500
450/450 [==============================] - 0s 723us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 444/500
450/450 [==============================] - 0s 721us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 445/500
450/450 [==============================] - 0s 726us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 446/500
450/450 [==============================] - 0s 737us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 447/500
450/450 [==============================] - 0s 731us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 448/500
450/450 [==============================] - 0s 724us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 449/500
450/450 [==============================] - 0s 725us/step - loss: 0.3936 - accuracy: 0.8364
Epoch 450/500
450/450 [==============================] - 0s 722us/step - loss: 0.3928 - accuracy: 0.8374
Epoch 451/500
450/450 [==============================] - 0s 709us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 452/500
450/450 [==============================] - 0s 755us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 453/500
450/450 [==============================] - 0s 727us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 454/500
450/450 [==============================] - 0s 725us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 455/500
450/450 [==============================] - 0s 746us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 456/500
450/450 [==============================] - 0s 722us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 457/500
450/450 [==============================] - 0s 743us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 458/500
450/450 [==============================] - 0s 768us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 459/500
450/450 [==============================] - 0s 752us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 460/500
450/450 [==============================] - 0s 760us/step - loss: 0.3930 - accuracy: 0.8365
Epoch 461/500
450/450 [==============================] - 0s 816us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 462/500
450/450 [==============================] - 0s 754us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 463/500
450/450 [==============================] - 0s 754us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 464/500
450/450 [==============================] - 0s 773us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 465/500
450/450 [==============================] - 0s 756us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 466/500
450/450 [==============================] - 0s 838us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 467/500
450/450 [==============================] - 0s 796us/step - loss: 0.3935 - accuracy: 0.8371
Epoch 468/500
450/450 [==============================] - 0s 754us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 469/500
450/450 [==============================] - 0s 787us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 470/500
450/450 [==============================] - 0s 750us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 471/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8388: 0s - loss: 0.3969 - accuracy:
Epoch 472/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3933 - accuracy: 0.8376
Epoch 473/500
450/450 [==============================] - 0s 800us/step - loss: 0.3932 - accuracy: 0.8368
Epoch 474/500
450/450 [==============================] - 0s 940us/step - loss: 0.3933 - accuracy: 0.8371
Epoch 475/500
450/450 [==============================] - 0s 911us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 476/500
450/450 [==============================] - 0s 959us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 477/500
450/450 [==============================] - 0s 777us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 478/500
450/450 [==============================] - 0s 829us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 479/500
450/450 [==============================] - 0s 750us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 480/500
450/450 [==============================] - 0s 838us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 481/500
450/450 [==============================] - 0s 787us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 482/500
450/450 [==============================] - 0s 753us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 483/500
450/450 [==============================] - 0s 771us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 484/500
450/450 [==============================] - 0s 797us/step - loss: 0.3935 - accuracy: 0.8390
Epoch 485/500
450/450 [==============================] - 0s 782us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 486/500
450/450 [==============================] - 0s 754us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 487/500
450/450 [==============================] - 0s 838us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 488/500
450/450 [==============================] - 0s 863us/step - loss: 0.3937 - accuracy: 0.8389
Epoch 489/500
450/450 [==============================] - 0s 813us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 490/500
450/450 [==============================] - 0s 780us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 491/500
450/450 [==============================] - 0s 751us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 492/500
450/450 [==============================] - 0s 758us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 493/500
450/450 [==============================] - 0s 789us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 494/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8364
Epoch 495/500
450/450 [==============================] - 0s 750us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 496/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8394
Epoch 497/500
450/450 [==============================] - 0s 759us/step - loss: 0.3935 - accuracy: 0.8367
Epoch 498/500
450/450 [==============================] - 0s 779us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 499/500
450/450 [==============================] - 0s 755us/step - loss: 0.3934 - accuracy: 0.8364
Epoch 500/500
450/450 [==============================] - 0s 820us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 1/500
450/450 [==============================] - 0s 809us/step - loss: 0.5270 - accuracy: 0.7950
Epoch 2/500
450/450 [==============================] - 0s 749us/step - loss: 0.4363 - accuracy: 0.7953
Epoch 3/500
450/450 [==============================] - 0s 752us/step - loss: 0.4317 - accuracy: 0.7953
Epoch 4/500
450/450 [==============================] - 0s 737us/step - loss: 0.4283 - accuracy: 0.7953
Epoch 5/500
450/450 [==============================] - 0s 779us/step - loss: 0.4246 - accuracy: 0.8054
Epoch 6/500
450/450 [==============================] - 0s 743us/step - loss: 0.4221 - accuracy: 0.8194
Epoch 7/500
450/450 [==============================] - 0s 742us/step - loss: 0.4198 - accuracy: 0.8244
Epoch 8/500
450/450 [==============================] - 0s 741us/step - loss: 0.4183 - accuracy: 0.8278
Epoch 9/500
450/450 [==============================] - 0s 778us/step - loss: 0.4165 - accuracy: 0.8289
Epoch 10/500
450/450 [==============================] - 0s 736us/step - loss: 0.4151 - accuracy: 0.8311
Epoch 11/500
450/450 [==============================] - 0s 754us/step - loss: 0.4136 - accuracy: 0.8315
Epoch 12/500
450/450 [==============================] - 0s 745us/step - loss: 0.4123 - accuracy: 0.8333
Epoch 13/500
450/450 [==============================] - 0s 741us/step - loss: 0.4108 - accuracy: 0.8343
Epoch 14/500
450/450 [==============================] - 0s 768us/step - loss: 0.4097 - accuracy: 0.8343
Epoch 15/500
450/450 [==============================] - 0s 737us/step - loss: 0.4089 - accuracy: 0.8347
Epoch 16/500
450/450 [==============================] - 0s 747us/step - loss: 0.4079 - accuracy: 0.8344
Epoch 17/500
450/450 [==============================] - 0s 757us/step - loss: 0.4073 - accuracy: 0.8346
Epoch 18/500
450/450 [==============================] - 0s 751us/step - loss: 0.4065 - accuracy: 0.8347
Epoch 19/500
450/450 [==============================] - 0s 744us/step - loss: 0.4061 - accuracy: 0.8365
Epoch 20/500
450/450 [==============================] - 0s 756us/step - loss: 0.4056 - accuracy: 0.8347
Epoch 21/500
450/450 [==============================] - 0s 741us/step - loss: 0.4047 - accuracy: 0.8367
Epoch 22/500
450/450 [==============================] - 0s 739us/step - loss: 0.4045 - accuracy: 0.8354
Epoch 23/500
450/450 [==============================] - 0s 826us/step - loss: 0.4043 - accuracy: 0.8358
Epoch 24/500
450/450 [==============================] - 0s 736us/step - loss: 0.4036 - accuracy: 0.8363
Epoch 25/500
450/450 [==============================] - 0s 731us/step - loss: 0.4033 - accuracy: 0.8364
Epoch 26/500
450/450 [==============================] - 0s 747us/step - loss: 0.4031 - accuracy: 0.8351
Epoch 27/500
450/450 [==============================] - 0s 729us/step - loss: 0.4028 - accuracy: 0.8357
Epoch 28/500
450/450 [==============================] - 0s 734us/step - loss: 0.4022 - accuracy: 0.8354
Epoch 29/500
450/450 [==============================] - 0s 760us/step - loss: 0.4017 - accuracy: 0.8358
Epoch 30/500
450/450 [==============================] - 0s 736us/step - loss: 0.4014 - accuracy: 0.8365
Epoch 31/500
450/450 [==============================] - 0s 758us/step - loss: 0.4016 - accuracy: 0.8371
Epoch 32/500
450/450 [==============================] - 0s 770us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 33/500
450/450 [==============================] - 0s 856us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 34/500
450/450 [==============================] - 0s 799us/step - loss: 0.4003 - accuracy: 0.8382
Epoch 35/500
450/450 [==============================] - 0s 762us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 36/500
450/450 [==============================] - 0s 746us/step - loss: 0.4005 - accuracy: 0.8361
Epoch 37/500
450/450 [==============================] - 0s 758us/step - loss: 0.4001 - accuracy: 0.8364
Epoch 38/500
450/450 [==============================] - 0s 742us/step - loss: 0.4001 - accuracy: 0.8343
Epoch 39/500
450/450 [==============================] - 0s 734us/step - loss: 0.3999 - accuracy: 0.8358
Epoch 40/500
450/450 [==============================] - 0s 742us/step - loss: 0.3996 - accuracy: 0.83630s - loss: 0.4012 - accuracy: 0.83
Epoch 41/500
450/450 [==============================] - 0s 776us/step - loss: 0.3999 - accuracy: 0.8374
Epoch 42/500
450/450 [==============================] - 0s 798us/step - loss: 0.3991 - accuracy: 0.8353
Epoch 43/500
450/450 [==============================] - 0s 812us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 44/500
450/450 [==============================] - 0s 751us/step - loss: 0.3989 - accuracy: 0.8365
Epoch 45/500
450/450 [==============================] - 0s 732us/step - loss: 0.3988 - accuracy: 0.8356
Epoch 46/500
450/450 [==============================] - 0s 776us/step - loss: 0.3985 - accuracy: 0.8353
Epoch 47/500
450/450 [==============================] - 0s 745us/step - loss: 0.3985 - accuracy: 0.8346
Epoch 48/500
450/450 [==============================] - 0s 758us/step - loss: 0.3985 - accuracy: 0.83670s - loss: 0.3974 - accuracy: 0.
Epoch 49/500
450/450 [==============================] - 0s 920us/step - loss: 0.3981 - accuracy: 0.83570s - loss: 0.3898 - accuracy:
Epoch 50/500
450/450 [==============================] - 0s 734us/step - loss: 0.3981 - accuracy: 0.8374
Epoch 51/500
450/450 [==============================] - 0s 738us/step - loss: 0.3975 - accuracy: 0.8371
Epoch 52/500
450/450 [==============================] - 0s 757us/step - loss: 0.3979 - accuracy: 0.8368
Epoch 53/500
450/450 [==============================] - 0s 743us/step - loss: 0.3975 - accuracy: 0.8353
Epoch 54/500
450/450 [==============================] - 0s 740us/step - loss: 0.3974 - accuracy: 0.8358
Epoch 55/500
450/450 [==============================] - 0s 792us/step - loss: 0.3974 - accuracy: 0.8367
Epoch 56/500
450/450 [==============================] - 0s 738us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 57/500
450/450 [==============================] - 0s 749us/step - loss: 0.3975 - accuracy: 0.8365
Epoch 58/500
450/450 [==============================] - 0s 739us/step - loss: 0.3971 - accuracy: 0.8369
Epoch 59/500
450/450 [==============================] - 0s 749us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 60/500
450/450 [==============================] - 0s 757us/step - loss: 0.3970 - accuracy: 0.8379
Epoch 61/500
450/450 [==============================] - 0s 760us/step - loss: 0.3970 - accuracy: 0.8365
Epoch 62/500
450/450 [==============================] - 0s 748us/step - loss: 0.3969 - accuracy: 0.8374
Epoch 63/500
450/450 [==============================] - 0s 784us/step - loss: 0.3971 - accuracy: 0.8367
Epoch 64/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8401
Epoch 65/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3970 - accuracy: 0.8361
Epoch 66/500
450/450 [==============================] - 0s 963us/step - loss: 0.3969 - accuracy: 0.8368
Epoch 67/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3970 - accuracy: 0.8365
Epoch 68/500
450/450 [==============================] - 0s 911us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 69/500
450/450 [==============================] - 0s 811us/step - loss: 0.3971 - accuracy: 0.8364
Epoch 70/500
450/450 [==============================] - 0s 793us/step - loss: 0.3968 - accuracy: 0.8361
Epoch 71/500
450/450 [==============================] - 0s 903us/step - loss: 0.3966 - accuracy: 0.8374
Epoch 72/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3969 - accuracy: 0.8358
Epoch 73/500
450/450 [==============================] - 0s 868us/step - loss: 0.3966 - accuracy: 0.8360
Epoch 74/500
450/450 [==============================] - 0s 877us/step - loss: 0.3968 - accuracy: 0.8374
Epoch 75/500
450/450 [==============================] - 0s 811us/step - loss: 0.3966 - accuracy: 0.8374
Epoch 76/500
450/450 [==============================] - 0s 829us/step - loss: 0.3963 - accuracy: 0.8363
Epoch 77/500
450/450 [==============================] - 0s 853us/step - loss: 0.3967 - accuracy: 0.8365
Epoch 78/500
450/450 [==============================] - 0s 891us/step - loss: 0.3963 - accuracy: 0.8371
Epoch 79/500
450/450 [==============================] - 0s 927us/step - loss: 0.3962 - accuracy: 0.83890s - loss: 0.3968 - accuracy: 0.
Epoch 80/500
450/450 [==============================] - 0s 953us/step - loss: 0.3964 - accuracy: 0.8374
Epoch 81/500
450/450 [==============================] - 0s 882us/step - loss: 0.3966 - accuracy: 0.8368
Epoch 82/500
450/450 [==============================] - 0s 902us/step - loss: 0.3962 - accuracy: 0.8372
Epoch 83/500
450/450 [==============================] - 0s 814us/step - loss: 0.3969 - accuracy: 0.8358
Epoch 84/500
450/450 [==============================] - 0s 750us/step - loss: 0.3967 - accuracy: 0.8379
Epoch 85/500
450/450 [==============================] - 0s 769us/step - loss: 0.3966 - accuracy: 0.8376
Epoch 86/500
450/450 [==============================] - 0s 749us/step - loss: 0.3964 - accuracy: 0.8358
Epoch 87/500
450/450 [==============================] - 0s 746us/step - loss: 0.3968 - accuracy: 0.8379
Epoch 88/500
450/450 [==============================] - 0s 770us/step - loss: 0.3965 - accuracy: 0.8367
Epoch 89/500
450/450 [==============================] - 0s 743us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 90/500
450/450 [==============================] - 0s 755us/step - loss: 0.3963 - accuracy: 0.8356
Epoch 91/500
450/450 [==============================] - 0s 771us/step - loss: 0.3963 - accuracy: 0.8376
Epoch 92/500
450/450 [==============================] - 0s 747us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 93/500
450/450 [==============================] - 0s 752us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 94/500
450/450 [==============================] - 0s 768us/step - loss: 0.3968 - accuracy: 0.8361
Epoch 95/500
450/450 [==============================] - 0s 737us/step - loss: 0.3961 - accuracy: 0.8369
Epoch 96/500
450/450 [==============================] - 0s 756us/step - loss: 0.3959 - accuracy: 0.8358
Epoch 97/500
450/450 [==============================] - 0s 765us/step - loss: 0.3963 - accuracy: 0.8365
Epoch 98/500
450/450 [==============================] - 0s 737us/step - loss: 0.3965 - accuracy: 0.8368
Epoch 99/500
450/450 [==============================] - 0s 743us/step - loss: 0.3965 - accuracy: 0.8368
Epoch 100/500
450/450 [==============================] - 0s 766us/step - loss: 0.3967 - accuracy: 0.8369
Epoch 101/500
450/450 [==============================] - 0s 753us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 102/500
450/450 [==============================] - 0s 745us/step - loss: 0.3962 - accuracy: 0.8372
Epoch 103/500
450/450 [==============================] - 0s 783us/step - loss: 0.3965 - accuracy: 0.8364
Epoch 104/500
450/450 [==============================] - 0s 740us/step - loss: 0.3964 - accuracy: 0.8360
Epoch 105/500
450/450 [==============================] - 0s 740us/step - loss: 0.3965 - accuracy: 0.8364
Epoch 106/500
450/450 [==============================] - 0s 778us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 107/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3957 - accuracy: 0.8369
Epoch 108/500
450/450 [==============================] - 0s 976us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 109/500
450/450 [==============================] - 0s 751us/step - loss: 0.3963 - accuracy: 0.8358
Epoch 110/500
450/450 [==============================] - 0s 990us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 111/500
450/450 [==============================] - 0s 794us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 112/500
450/450 [==============================] - 0s 776us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 113/500
450/450 [==============================] - 0s 762us/step - loss: 0.3958 - accuracy: 0.8343
Epoch 114/500
450/450 [==============================] - 0s 778us/step - loss: 0.3961 - accuracy: 0.8376
Epoch 115/500
450/450 [==============================] - 0s 747us/step - loss: 0.3959 - accuracy: 0.8358
Epoch 116/500
450/450 [==============================] - 0s 769us/step - loss: 0.3960 - accuracy: 0.8365
Epoch 117/500
450/450 [==============================] - 0s 754us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 118/500
450/450 [==============================] - 0s 743us/step - loss: 0.3965 - accuracy: 0.8349
Epoch 119/500
450/450 [==============================] - 0s 758us/step - loss: 0.3959 - accuracy: 0.8356
Epoch 120/500
450/450 [==============================] - 0s 741us/step - loss: 0.3958 - accuracy: 0.8360
Epoch 121/500
450/450 [==============================] - 0s 741us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 122/500
450/450 [==============================] - 0s 766us/step - loss: 0.3956 - accuracy: 0.8374
Epoch 123/500
450/450 [==============================] - 0s 747us/step - loss: 0.3958 - accuracy: 0.8358
Epoch 124/500
450/450 [==============================] - 0s 743us/step - loss: 0.3959 - accuracy: 0.8372
Epoch 125/500
450/450 [==============================] - 0s 764us/step - loss: 0.3960 - accuracy: 0.8365
Epoch 126/500
450/450 [==============================] - 0s 747us/step - loss: 0.3957 - accuracy: 0.8372
Epoch 127/500
450/450 [==============================] - 0s 746us/step - loss: 0.3963 - accuracy: 0.8375
Epoch 128/500
450/450 [==============================] - 0s 754us/step - loss: 0.3961 - accuracy: 0.8382
Epoch 129/500
450/450 [==============================] - 0s 756us/step - loss: 0.3958 - accuracy: 0.8369
Epoch 130/500
450/450 [==============================] - 0s 751us/step - loss: 0.3962 - accuracy: 0.8363
Epoch 131/500
450/450 [==============================] - 0s 765us/step - loss: 0.3958 - accuracy: 0.8360
Epoch 132/500
450/450 [==============================] - 0s 775us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 133/500
450/450 [==============================] - 0s 785us/step - loss: 0.3959 - accuracy: 0.8361
Epoch 134/500
450/450 [==============================] - 0s 764us/step - loss: 0.3960 - accuracy: 0.83750s - loss: 0.3914 - accuracy: 0.
Epoch 135/500
450/450 [==============================] - 0s 736us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 136/500
450/450 [==============================] - 0s 741us/step - loss: 0.3962 - accuracy: 0.8351
Epoch 137/500
450/450 [==============================] - 0s 771us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 138/500
450/450 [==============================] - 0s 736us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 139/500
450/450 [==============================] - 0s 752us/step - loss: 0.3959 - accuracy: 0.8347
Epoch 140/500
450/450 [==============================] - 0s 809us/step - loss: 0.3960 - accuracy: 0.8371
Epoch 141/500
450/450 [==============================] - 0s 740us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 142/500
450/450 [==============================] - 0s 756us/step - loss: 0.3959 - accuracy: 0.8354
Epoch 143/500
450/450 [==============================] - 0s 759us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 144/500
450/450 [==============================] - 0s 741us/step - loss: 0.3959 - accuracy: 0.8365
Epoch 145/500
450/450 [==============================] - 0s 742us/step - loss: 0.3961 - accuracy: 0.8365
Epoch 146/500
450/450 [==============================] - 0s 742us/step - loss: 0.3957 - accuracy: 0.8363
Epoch 147/500
450/450 [==============================] - 0s 763us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 148/500
450/450 [==============================] - 0s 742us/step - loss: 0.3956 - accuracy: 0.8354
Epoch 149/500
450/450 [==============================] - 0s 780us/step - loss: 0.3959 - accuracy: 0.8364
Epoch 150/500
450/450 [==============================] - 0s 762us/step - loss: 0.3957 - accuracy: 0.8356
Epoch 151/500
450/450 [==============================] - 0s 773us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 152/500
450/450 [==============================] - 0s 747us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 153/500
450/450 [==============================] - 0s 743us/step - loss: 0.3957 - accuracy: 0.8360
Epoch 154/500
450/450 [==============================] - 0s 768us/step - loss: 0.3960 - accuracy: 0.8383
Epoch 155/500
450/450 [==============================] - 0s 746us/step - loss: 0.3959 - accuracy: 0.8364
Epoch 156/500
450/450 [==============================] - 0s 749us/step - loss: 0.3955 - accuracy: 0.8349
Epoch 157/500
450/450 [==============================] - 0s 772us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 158/500
450/450 [==============================] - 0s 775us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 159/500
450/450 [==============================] - 0s 748us/step - loss: 0.3959 - accuracy: 0.8354
Epoch 160/500
450/450 [==============================] - 0s 767us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 161/500
450/450 [==============================] - 0s 741us/step - loss: 0.3958 - accuracy: 0.8364
Epoch 162/500
450/450 [==============================] - 0s 746us/step - loss: 0.3956 - accuracy: 0.83580s - loss: 0.3914 - accuracy:
Epoch 163/500
450/450 [==============================] - 0s 762us/step - loss: 0.3959 - accuracy: 0.8367
Epoch 164/500
450/450 [==============================] - 0s 746us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 165/500
450/450 [==============================] - 0s 744us/step - loss: 0.3964 - accuracy: 0.8369
Epoch 166/500
450/450 [==============================] - 0s 760us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 167/500
450/450 [==============================] - 0s 744us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 168/500
450/450 [==============================] - 0s 775us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 169/500
450/450 [==============================] - 0s 964us/step - loss: 0.3956 - accuracy: 0.8364
Epoch 170/500
450/450 [==============================] - 0s 746us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 171/500
450/450 [==============================] - 0s 760us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 172/500
450/450 [==============================] - 0s 777us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 173/500
450/450 [==============================] - 0s 748us/step - loss: 0.3958 - accuracy: 0.8372
Epoch 174/500
450/450 [==============================] - 0s 769us/step - loss: 0.3960 - accuracy: 0.8364
Epoch 175/500
450/450 [==============================] - 0s 749us/step - loss: 0.3958 - accuracy: 0.8357
Epoch 176/500
450/450 [==============================] - 0s 738us/step - loss: 0.3958 - accuracy: 0.8356
Epoch 177/500
450/450 [==============================] - 0s 745us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 178/500
450/450 [==============================] - 0s 770us/step - loss: 0.3961 - accuracy: 0.8364
Epoch 179/500
450/450 [==============================] - 0s 738us/step - loss: 0.3958 - accuracy: 0.8363
Epoch 180/500
450/450 [==============================] - 0s 755us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 181/500
450/450 [==============================] - 0s 740us/step - loss: 0.3958 - accuracy: 0.8353
Epoch 182/500
450/450 [==============================] - 0s 745us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 183/500
450/450 [==============================] - 0s 782us/step - loss: 0.3954 - accuracy: 0.8372
Epoch 184/500
450/450 [==============================] - 0s 747us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 185/500
450/450 [==============================] - 0s 741us/step - loss: 0.3956 - accuracy: 0.8385
Epoch 186/500
450/450 [==============================] - 0s 768us/step - loss: 0.3957 - accuracy: 0.8374
Epoch 187/500
450/450 [==============================] - 0s 753us/step - loss: 0.3957 - accuracy: 0.8363
Epoch 188/500
450/450 [==============================] - 0s 741us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 189/500
450/450 [==============================] - 0s 767us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 190/500
450/450 [==============================] - 0s 741us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 191/500
450/450 [==============================] - 0s 739us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 192/500
450/450 [==============================] - 0s 767us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 193/500
450/450 [==============================] - 0s 744us/step - loss: 0.3954 - accuracy: 0.8358
Epoch 194/500
450/450 [==============================] - 0s 740us/step - loss: 0.3957 - accuracy: 0.8371
Epoch 195/500
450/450 [==============================] - 0s 755us/step - loss: 0.3956 - accuracy: 0.8353
Epoch 196/500
450/450 [==============================] - 0s 736us/step - loss: 0.3960 - accuracy: 0.8369
Epoch 197/500
450/450 [==============================] - 0s 738us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 198/500
450/450 [==============================] - 0s 771us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 199/500
450/450 [==============================] - 0s 745us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 200/500
450/450 [==============================] - 0s 750us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 201/500
450/450 [==============================] - 0s 767us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 202/500
450/450 [==============================] - 0s 746us/step - loss: 0.3954 - accuracy: 0.8378
Epoch 203/500
450/450 [==============================] - 0s 734us/step - loss: 0.3954 - accuracy: 0.8381
Epoch 204/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 205/500
450/450 [==============================] - 0s 753us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 206/500
450/450 [==============================] - 0s 738us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 207/500
450/450 [==============================] - 0s 761us/step - loss: 0.3956 - accuracy: 0.8351
Epoch 208/500
450/450 [==============================] - 0s 739us/step - loss: 0.3957 - accuracy: 0.8361
Epoch 209/500
450/450 [==============================] - 0s 737us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 210/500
450/450 [==============================] - 0s 767us/step - loss: 0.3957 - accuracy: 0.8363
Epoch 211/500
450/450 [==============================] - 0s 742us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 212/500
450/450 [==============================] - 0s 740us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 213/500
450/450 [==============================] - 0s 795us/step - loss: 0.3959 - accuracy: 0.8353
Epoch 214/500
450/450 [==============================] - 0s 742us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 215/500
450/450 [==============================] - 0s 748us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 216/500
450/450 [==============================] - 0s 758us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 217/500
450/450 [==============================] - 0s 746us/step - loss: 0.3958 - accuracy: 0.8363
Epoch 218/500
450/450 [==============================] - 0s 820us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 219/500
450/450 [==============================] - 0s 836us/step - loss: 0.3950 - accuracy: 0.83510s - loss: 0.3910 - accuracy:
Epoch 220/500
450/450 [==============================] - 0s 741us/step - loss: 0.3956 - accuracy: 0.8354
Epoch 221/500
450/450 [==============================] - 0s 762us/step - loss: 0.3954 - accuracy: 0.8372
Epoch 222/500
450/450 [==============================] - 0s 737us/step - loss: 0.3957 - accuracy: 0.8357
Epoch 223/500
450/450 [==============================] - 0s 748us/step - loss: 0.3958 - accuracy: 0.8365
Epoch 224/500
450/450 [==============================] - 0s 759us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 225/500
450/450 [==============================] - 0s 738us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 226/500
450/450 [==============================] - 0s 741us/step - loss: 0.3960 - accuracy: 0.8339
Epoch 227/500
450/450 [==============================] - 0s 750us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 228/500
450/450 [==============================] - 0s 742us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 229/500
450/450 [==============================] - 0s 740us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 230/500
450/450 [==============================] - 0s 769us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 231/500
450/450 [==============================] - 0s 744us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 232/500
450/450 [==============================] - 0s 793us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 233/500
450/450 [==============================] - 0s 911us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 234/500
450/450 [==============================] - 0s 767us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 235/500
450/450 [==============================] - 0s 744us/step - loss: 0.3957 - accuracy: 0.8376
Epoch 236/500
450/450 [==============================] - 0s 862us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 237/500
450/450 [==============================] - 0s 752us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 238/500
450/450 [==============================] - 0s 754us/step - loss: 0.3957 - accuracy: 0.8361
Epoch 239/500
450/450 [==============================] - 0s 834us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 240/500
450/450 [==============================] - 0s 746us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 241/500
450/450 [==============================] - 0s 999us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 242/500
450/450 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 243/500
450/450 [==============================] - 0s 847us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 244/500
450/450 [==============================] - 0s 778us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 245/500
450/450 [==============================] - 0s 752us/step - loss: 0.3958 - accuracy: 0.8368
Epoch 246/500
450/450 [==============================] - 0s 762us/step - loss: 0.3951 - accuracy: 0.8350
Epoch 247/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3952 - accuracy: 0.8369
Epoch 248/500
450/450 [==============================] - 0s 806us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 249/500
450/450 [==============================] - 0s 876us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 250/500
450/450 [==============================] - 0s 770us/step - loss: 0.3955 - accuracy: 0.83810s - loss: 0.3988 - accuracy: 0.
Epoch 251/500
450/450 [==============================] - 0s 764us/step - loss: 0.3957 - accuracy: 0.8344
Epoch 252/500
450/450 [==============================] - 0s 786us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 253/500
450/450 [==============================] - 0s 753us/step - loss: 0.3958 - accuracy: 0.8357
Epoch 254/500
450/450 [==============================] - 0s 758us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 255/500
450/450 [==============================] - 0s 748us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 256/500
450/450 [==============================] - 0s 756us/step - loss: 0.3955 - accuracy: 0.8394
Epoch 257/500
450/450 [==============================] - 0s 799us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 258/500
450/450 [==============================] - 0s 757us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 259/500
450/450 [==============================] - 0s 744us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 260/500
450/450 [==============================] - 0s 765us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 261/500
450/450 [==============================] - 0s 740us/step - loss: 0.3953 - accuracy: 0.8356
Epoch 262/500
450/450 [==============================] - 0s 757us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 263/500
450/450 [==============================] - 0s 763us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 264/500
450/450 [==============================] - 0s 737us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 265/500
450/450 [==============================] - 0s 743us/step - loss: 0.3957 - accuracy: 0.8365
Epoch 266/500
450/450 [==============================] - 0s 772us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 267/500
450/450 [==============================] - 0s 748us/step - loss: 0.3957 - accuracy: 0.8376
Epoch 268/500
450/450 [==============================] - 0s 760us/step - loss: 0.3953 - accuracy: 0.8354
Epoch 269/500
450/450 [==============================] - 0s 917us/step - loss: 0.3953 - accuracy: 0.8356
Epoch 270/500
450/450 [==============================] - 0s 817us/step - loss: 0.3955 - accuracy: 0.8357
Epoch 271/500
450/450 [==============================] - 0s 771us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 272/500
450/450 [==============================] - 0s 752us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 273/500
450/450 [==============================] - 0s 762us/step - loss: 0.3957 - accuracy: 0.8364
Epoch 274/500
450/450 [==============================] - 0s 774us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 275/500
450/450 [==============================] - 0s 749us/step - loss: 0.3956 - accuracy: 0.8374
Epoch 276/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8357
Epoch 277/500
450/450 [==============================] - 0s 790us/step - loss: 0.3956 - accuracy: 0.8375
Epoch 278/500
450/450 [==============================] - 0s 752us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 279/500
450/450 [==============================] - 0s 754us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 280/500
450/450 [==============================] - 0s 825us/step - loss: 0.3954 - accuracy: 0.8356
Epoch 281/500
450/450 [==============================] - 0s 752us/step - loss: 0.3958 - accuracy: 0.8364
Epoch 282/500
450/450 [==============================] - 0s 752us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 283/500
450/450 [==============================] - 0s 769us/step - loss: 0.3955 - accuracy: 0.8378
Epoch 284/500
450/450 [==============================] - 0s 757us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 285/500
450/450 [==============================] - 0s 765us/step - loss: 0.3957 - accuracy: 0.8374
Epoch 286/500
450/450 [==============================] - 0s 774us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 287/500
450/450 [==============================] - 0s 751us/step - loss: 0.3953 - accuracy: 0.8357
Epoch 288/500
450/450 [==============================] - 0s 749us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 289/500
450/450 [==============================] - 0s 779us/step - loss: 0.3958 - accuracy: 0.8357
Epoch 290/500
450/450 [==============================] - 0s 767us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 291/500
450/450 [==============================] - 0s 907us/step - loss: 0.3957 - accuracy: 0.8353
Epoch 292/500
450/450 [==============================] - 0s 762us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 293/500
450/450 [==============================] - 0s 754us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 294/500
450/450 [==============================] - 0s 796us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 295/500
450/450 [==============================] - 0s 748us/step - loss: 0.3959 - accuracy: 0.8351
Epoch 296/500
450/450 [==============================] - 0s 756us/step - loss: 0.3952 - accuracy: 0.8365
Epoch 297/500
450/450 [==============================] - 0s 799us/step - loss: 0.3957 - accuracy: 0.8356
Epoch 298/500
450/450 [==============================] - 0s 754us/step - loss: 0.3955 - accuracy: 0.8372
Epoch 299/500
450/450 [==============================] - 0s 756us/step - loss: 0.3953 - accuracy: 0.8349
Epoch 300/500
450/450 [==============================] - 0s 775us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 301/500
450/450 [==============================] - 0s 764us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 302/500
450/450 [==============================] - 0s 760us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 303/500
450/450 [==============================] - 0s 781us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 304/500
450/450 [==============================] - 0s 748us/step - loss: 0.3952 - accuracy: 0.8363
Epoch 305/500
450/450 [==============================] - 0s 761us/step - loss: 0.3953 - accuracy: 0.8368
Epoch 306/500
450/450 [==============================] - 0s 781us/step - loss: 0.3951 - accuracy: 0.8353
Epoch 307/500
450/450 [==============================] - 0s 757us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 308/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3953 - accuracy: 0.8363
Epoch 309/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8367
Epoch 310/500
450/450 [==============================] - 0s 997us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 311/500
450/450 [==============================] - 0s 858us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 312/500
450/450 [==============================] - 0s 863us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 313/500
450/450 [==============================] - 0s 925us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 314/500
450/450 [==============================] - 0s 877us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 315/500
450/450 [==============================] - 0s 774us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 316/500
450/450 [==============================] - 0s 867us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 317/500
450/450 [==============================] - 0s 831us/step - loss: 0.3952 - accuracy: 0.8364
Epoch 318/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8375
Epoch 319/500
450/450 [==============================] - 0s 774us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 320/500
450/450 [==============================] - 0s 795us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 321/500
450/450 [==============================] - 0s 756us/step - loss: 0.3956 - accuracy: 0.8354
Epoch 322/500
450/450 [==============================] - 0s 799us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 323/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3953 - accuracy: 0.8356
Epoch 324/500
450/450 [==============================] - 0s 887us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 325/500
450/450 [==============================] - 0s 844us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 326/500
450/450 [==============================] - 0s 799us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 327/500
450/450 [==============================] - 0s 754us/step - loss: 0.3958 - accuracy: 0.8361
Epoch 328/500
450/450 [==============================] - 0s 759us/step - loss: 0.3953 - accuracy: 0.8376
Epoch 329/500
450/450 [==============================] - 0s 781us/step - loss: 0.3955 - accuracy: 0.8356
Epoch 330/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8371: 0s - loss: 0.3957 - accuracy: 0.
Epoch 331/500
450/450 [==============================] - 0s 827us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 332/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8378
Epoch 333/500
450/450 [==============================] - 0s 770us/step - loss: 0.3953 - accuracy: 0.8371
Epoch 334/500
450/450 [==============================] - 0s 791us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 335/500
450/450 [==============================] - 0s 754us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 336/500
450/450 [==============================] - 0s 813us/step - loss: 0.3951 - accuracy: 0.8369
Epoch 337/500
450/450 [==============================] - 0s 850us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 338/500
450/450 [==============================] - 0s 841us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 339/500
450/450 [==============================] - 0s 812us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 340/500
450/450 [==============================] - 0s 775us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 341/500
450/450 [==============================] - 0s 761us/step - loss: 0.3955 - accuracy: 0.8357
Epoch 342/500
450/450 [==============================] - 0s 803us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 343/500
450/450 [==============================] - 0s 754us/step - loss: 0.3957 - accuracy: 0.8367
Epoch 344/500
450/450 [==============================] - 0s 756us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 345/500
450/450 [==============================] - 0s 775us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 346/500
450/450 [==============================] - 0s 756us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 347/500
450/450 [==============================] - 0s 774us/step - loss: 0.3953 - accuracy: 0.8358
Epoch 348/500
450/450 [==============================] - 0s 777us/step - loss: 0.3954 - accuracy: 0.8354
Epoch 349/500
450/450 [==============================] - 0s 749us/step - loss: 0.3951 - accuracy: 0.8374
Epoch 350/500
450/450 [==============================] - 0s 766us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 351/500
450/450 [==============================] - 0s 773us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 352/500
450/450 [==============================] - 0s 757us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 353/500
450/450 [==============================] - 0s 782us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 354/500
450/450 [==============================] - 0s 766us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 355/500
450/450 [==============================] - 0s 749us/step - loss: 0.3950 - accuracy: 0.8365
Epoch 356/500
450/450 [==============================] - 0s 778us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 357/500
450/450 [==============================] - 0s 755us/step - loss: 0.3952 - accuracy: 0.8361
Epoch 358/500
450/450 [==============================] - 0s 749us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 359/500
450/450 [==============================] - 0s 794us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 360/500
450/450 [==============================] - 0s 755us/step - loss: 0.3951 - accuracy: 0.8346
Epoch 361/500
450/450 [==============================] - 0s 758us/step - loss: 0.3953 - accuracy: 0.8371
Epoch 362/500
450/450 [==============================] - 0s 784us/step - loss: 0.3951 - accuracy: 0.8358
Epoch 363/500
450/450 [==============================] - 0s 778us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 364/500
450/450 [==============================] - 0s 782us/step - loss: 0.3950 - accuracy: 0.8365
Epoch 365/500
450/450 [==============================] - 0s 950us/step - loss: 0.3957 - accuracy: 0.8358
Epoch 366/500
450/450 [==============================] - 0s 820us/step - loss: 0.3950 - accuracy: 0.8363
Epoch 367/500
450/450 [==============================] - 0s 854us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 368/500
450/450 [==============================] - 0s 765us/step - loss: 0.3954 - accuracy: 0.8353
Epoch 369/500
450/450 [==============================] - 0s 758us/step - loss: 0.3951 - accuracy: 0.8361
Epoch 370/500
450/450 [==============================] - 0s 774us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 371/500
450/450 [==============================] - 0s 815us/step - loss: 0.3953 - accuracy: 0.83640s - loss: 0.4112 - ac
Epoch 372/500
450/450 [==============================] - 0s 781us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 373/500
450/450 [==============================] - 0s 757us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 374/500
450/450 [==============================] - 0s 761us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 375/500
450/450 [==============================] - 0s 758us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 376/500
450/450 [==============================] - 0s 773us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 377/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 378/500
450/450 [==============================] - 0s 758us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 379/500
450/450 [==============================] - 0s 772us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 380/500
450/450 [==============================] - 0s 769us/step - loss: 0.3953 - accuracy: 0.8368
Epoch 381/500
450/450 [==============================] - 0s 758us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 382/500
450/450 [==============================] - 0s 777us/step - loss: 0.3951 - accuracy: 0.8365
Epoch 383/500
450/450 [==============================] - 0s 759us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 384/500
450/450 [==============================] - 0s 752us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 385/500
450/450 [==============================] - 0s 854us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 386/500
450/450 [==============================] - 0s 755us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 387/500
450/450 [==============================] - 0s 770us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 388/500
450/450 [==============================] - 0s 753us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 389/500
450/450 [==============================] - 0s 756us/step - loss: 0.3952 - accuracy: 0.8363
Epoch 390/500
450/450 [==============================] - 0s 774us/step - loss: 0.3951 - accuracy: 0.8346
Epoch 391/500
450/450 [==============================] - 0s 748us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 392/500
450/450 [==============================] - 0s 760us/step - loss: 0.3957 - accuracy: 0.8364
Epoch 393/500
450/450 [==============================] - 0s 790us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 394/500
450/450 [==============================] - 0s 745us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 395/500
450/450 [==============================] - 0s 765us/step - loss: 0.3952 - accuracy: 0.8365
Epoch 396/500
450/450 [==============================] - 0s 791us/step - loss: 0.3953 - accuracy: 0.8371
Epoch 397/500
450/450 [==============================] - 0s 776us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 398/500
450/450 [==============================] - 0s 763us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 399/500
450/450 [==============================] - 0s 786us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 400/500
450/450 [==============================] - 0s 767us/step - loss: 0.3960 - accuracy: 0.8364
Epoch 401/500
450/450 [==============================] - 0s 770us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 402/500
450/450 [==============================] - 0s 782us/step - loss: 0.3956 - accuracy: 0.8369
Epoch 403/500
450/450 [==============================] - 0s 765us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 404/500
450/450 [==============================] - 0s 752us/step - loss: 0.3953 - accuracy: 0.8368
Epoch 405/500
450/450 [==============================] - 0s 781us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 406/500
450/450 [==============================] - 0s 757us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 407/500
450/450 [==============================] - 0s 761us/step - loss: 0.3950 - accuracy: 0.8363
Epoch 408/500
450/450 [==============================] - ETA: 0s - loss: 0.3907 - accuracy: 0.83 - 0s 782us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 409/500
450/450 [==============================] - 0s 766us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 410/500
450/450 [==============================] - 0s 767us/step - loss: 0.3951 - accuracy: 0.8358
Epoch 411/500
450/450 [==============================] - 0s 762us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 412/500
450/450 [==============================] - 0s 759us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 413/500
450/450 [==============================] - 0s 772us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 414/500
450/450 [==============================] - 0s 757us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 415/500
450/450 [==============================] - 0s 756us/step - loss: 0.3956 - accuracy: 0.8378
Epoch 416/500
450/450 [==============================] - 0s 784us/step - loss: 0.3952 - accuracy: 0.83740s - loss: 0.4063 - accuracy: 0.
Epoch 417/500
450/450 [==============================] - 0s 757us/step - loss: 0.3947 - accuracy: 0.8361
Epoch 418/500
450/450 [==============================] - 0s 759us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 419/500
450/450 [==============================] - 0s 785us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 420/500
450/450 [==============================] - 0s 754us/step - loss: 0.3951 - accuracy: 0.8357
Epoch 421/500
450/450 [==============================] - 0s 783us/step - loss: 0.3951 - accuracy: 0.8368
Epoch 422/500
450/450 [==============================] - 0s 760us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 423/500
450/450 [==============================] - 0s 832us/step - loss: 0.3954 - accuracy: 0.8349
Epoch 424/500
450/450 [==============================] - 0s 858us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 425/500
450/450 [==============================] - 0s 842us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 426/500
450/450 [==============================] - 0s 759us/step - loss: 0.3952 - accuracy: 0.8372
Epoch 427/500
450/450 [==============================] - 0s 766us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 428/500
450/450 [==============================] - 0s 764us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 429/500
450/450 [==============================] - 0s 761us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 430/500
450/450 [==============================] - 0s 778us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 431/500
450/450 [==============================] - 0s 768us/step - loss: 0.3952 - accuracy: 0.8372
Epoch 432/500
450/450 [==============================] - 0s 765us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 433/500
450/450 [==============================] - 0s 770us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 434/500
450/450 [==============================] - 0s 760us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 435/500
450/450 [==============================] - 0s 775us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 436/500
450/450 [==============================] - 0s 775us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 437/500
450/450 [==============================] - 0s 778us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 438/500
450/450 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 439/500
450/450 [==============================] - 0s 860us/step - loss: 0.3958 - accuracy: 0.8356
Epoch 440/500
450/450 [==============================] - 0s 792us/step - loss: 0.3949 - accuracy: 0.83680s - loss: 0.3951 - accuracy: 0.83
Epoch 441/500
450/450 [==============================] - 0s 764us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 442/500
450/450 [==============================] - 0s 780us/step - loss: 0.3952 - accuracy: 0.8354
Epoch 443/500
450/450 [==============================] - 0s 762us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 444/500
450/450 [==============================] - 0s 815us/step - loss: 0.3955 - accuracy: 0.8350
Epoch 445/500
450/450 [==============================] - 0s 771us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 446/500
450/450 [==============================] - 0s 764us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 447/500
450/450 [==============================] - 0s 793us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 448/500
450/450 [==============================] - 0s 766us/step - loss: 0.3950 - accuracy: 0.83670s - loss: 0.4052 - accuracy
Epoch 449/500
450/450 [==============================] - 0s 765us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 450/500
450/450 [==============================] - 0s 786us/step - loss: 0.3949 - accuracy: 0.8372
Epoch 451/500
450/450 [==============================] - 0s 767us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 452/500
450/450 [==============================] - 0s 790us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 453/500
450/450 [==============================] - 0s 780us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 454/500
450/450 [==============================] - 0s 767us/step - loss: 0.3951 - accuracy: 0.8365
Epoch 455/500
450/450 [==============================] - 0s 765us/step - loss: 0.3948 - accuracy: 0.8361
Epoch 456/500
450/450 [==============================] - 0s 790us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 457/500
450/450 [==============================] - 0s 771us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 458/500
450/450 [==============================] - 0s 761us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 459/500
450/450 [==============================] - 0s 801us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 460/500
450/450 [==============================] - 0s 767us/step - loss: 0.3953 - accuracy: 0.8368
Epoch 461/500
450/450 [==============================] - 0s 799us/step - loss: 0.3957 - accuracy: 0.8369
Epoch 462/500
450/450 [==============================] - 0s 769us/step - loss: 0.3953 - accuracy: 0.8360
Epoch 463/500
450/450 [==============================] - 0s 765us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 464/500
450/450 [==============================] - 0s 805us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 465/500
450/450 [==============================] - 0s 762us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 466/500
450/450 [==============================] - 0s 791us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 467/500
450/450 [==============================] - 0s 778us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 468/500
450/450 [==============================] - 0s 796us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 469/500
450/450 [==============================] - 0s 768us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 470/500
450/450 [==============================] - 0s 801us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 471/500
450/450 [==============================] - 0s 800us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 472/500
450/450 [==============================] - 0s 796us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 473/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3951 - accuracy: 0.8369
Epoch 474/500
450/450 [==============================] - 0s 827us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 475/500
450/450 [==============================] - 0s 828us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 476/500
450/450 [==============================] - 0s 795us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 477/500
450/450 [==============================] - 0s 791us/step - loss: 0.3953 - accuracy: 0.8369
Epoch 478/500
450/450 [==============================] - 0s 771us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 479/500
450/450 [==============================] - 0s 789us/step - loss: 0.3948 - accuracy: 0.8361
Epoch 480/500
450/450 [==============================] - 0s 833us/step - loss: 0.3952 - accuracy: 0.8364
Epoch 481/500
450/450 [==============================] - 0s 772us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 482/500
450/450 [==============================] - 0s 784us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 483/500
450/450 [==============================] - 0s 789us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 484/500
450/450 [==============================] - 0s 796us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 485/500
450/450 [==============================] - 0s 773us/step - loss: 0.3951 - accuracy: 0.8356
Epoch 486/500
450/450 [==============================] - 0s 787us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 487/500
450/450 [==============================] - 0s 789us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 488/500
450/450 [==============================] - 0s 773us/step - loss: 0.3954 - accuracy: 0.8353
Epoch 489/500
450/450 [==============================] - 0s 795us/step - loss: 0.3951 - accuracy: 0.8361
Epoch 490/500
450/450 [==============================] - 0s 789us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 491/500
450/450 [==============================] - 0s 783us/step - loss: 0.3953 - accuracy: 0.8349
Epoch 492/500
450/450 [==============================] - 0s 776us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 493/500
450/450 [==============================] - 0s 770us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 494/500
450/450 [==============================] - 0s 784us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 495/500
450/450 [==============================] - 0s 779us/step - loss: 0.3949 - accuracy: 0.8349
Epoch 496/500
450/450 [==============================] - 0s 766us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 497/500
450/450 [==============================] - 0s 774us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 498/500
450/450 [==============================] - 0s 774us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 499/500
450/450 [==============================] - 0s 759us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 500/500
450/450 [==============================] - 0s 777us/step - loss: 0.3952 - accuracy: 0.8374
Epoch 1/500
450/450 [==============================] - 0s 807us/step - loss: 0.5157 - accuracy: 0.7974
Epoch 2/500
450/450 [==============================] - 0s 836us/step - loss: 0.4277 - accuracy: 0.7974
Epoch 3/500
450/450 [==============================] - 0s 819us/step - loss: 0.4234 - accuracy: 0.7974
Epoch 4/500
450/450 [==============================] - 0s 802us/step - loss: 0.4210 - accuracy: 0.7974
Epoch 5/500
450/450 [==============================] - 0s 806us/step - loss: 0.4185 - accuracy: 0.8081
Epoch 6/500
450/450 [==============================] - 0s 809us/step - loss: 0.4162 - accuracy: 0.8269
Epoch 7/500
450/450 [==============================] - 0s 849us/step - loss: 0.4141 - accuracy: 0.8279
Epoch 8/500
450/450 [==============================] - 0s 801us/step - loss: 0.4122 - accuracy: 0.8294
Epoch 9/500
450/450 [==============================] - 0s 823us/step - loss: 0.4104 - accuracy: 0.8315
Epoch 10/500
450/450 [==============================] - 0s 832us/step - loss: 0.4089 - accuracy: 0.8315
Epoch 11/500
450/450 [==============================] - 0s 801us/step - loss: 0.4075 - accuracy: 0.8324
Epoch 12/500
450/450 [==============================] - 0s 823us/step - loss: 0.4061 - accuracy: 0.8321
Epoch 13/500
450/450 [==============================] - 0s 841us/step - loss: 0.4048 - accuracy: 0.8343
Epoch 14/500
450/450 [==============================] - 0s 800us/step - loss: 0.4040 - accuracy: 0.8342
Epoch 15/500
450/450 [==============================] - 0s 836us/step - loss: 0.4031 - accuracy: 0.8346
Epoch 16/500
450/450 [==============================] - 0s 813us/step - loss: 0.4020 - accuracy: 0.8357
Epoch 17/500
450/450 [==============================] - 0s 849us/step - loss: 0.4014 - accuracy: 0.8354
Epoch 18/500
450/450 [==============================] - 0s 819us/step - loss: 0.4012 - accuracy: 0.8368
Epoch 19/500
450/450 [==============================] - 0s 789us/step - loss: 0.4003 - accuracy: 0.8344
Epoch 20/500
450/450 [==============================] - 0s 806us/step - loss: 0.3992 - accuracy: 0.8349
Epoch 21/500
450/450 [==============================] - 0s 821us/step - loss: 0.3985 - accuracy: 0.8361
Epoch 22/500
450/450 [==============================] - 0s 797us/step - loss: 0.3981 - accuracy: 0.8357
Epoch 23/500
450/450 [==============================] - 0s 819us/step - loss: 0.3975 - accuracy: 0.8371
Epoch 24/500
450/450 [==============================] - 0s 822us/step - loss: 0.3971 - accuracy: 0.8354
Epoch 25/500
450/450 [==============================] - 0s 809us/step - loss: 0.3963 - accuracy: 0.8374
Epoch 26/500
450/450 [==============================] - 0s 823us/step - loss: 0.3962 - accuracy: 0.8333
Epoch 27/500
450/450 [==============================] - 0s 804us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 28/500
450/450 [==============================] - 0s 805us/step - loss: 0.3954 - accuracy: 0.8354
Epoch 29/500
450/450 [==============================] - 0s 837us/step - loss: 0.3955 - accuracy: 0.8356
Epoch 30/500
450/450 [==============================] - 0s 808us/step - loss: 0.3947 - accuracy: 0.8358
Epoch 31/500
450/450 [==============================] - 0s 834us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 32/500
450/450 [==============================] - 0s 811us/step - loss: 0.3946 - accuracy: 0.8354
Epoch 33/500
450/450 [==============================] - 0s 816us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 34/500
450/450 [==============================] - 0s 828us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 35/500
450/450 [==============================] - 0s 814us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 36/500
450/450 [==============================] - 0s 802us/step - loss: 0.3930 - accuracy: 0.8351
Epoch 37/500
450/450 [==============================] - 0s 837us/step - loss: 0.3933 - accuracy: 0.8346
Epoch 38/500
450/450 [==============================] - 0s 806us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 39/500
450/450 [==============================] - 0s 844us/step - loss: 0.3934 - accuracy: 0.8342
Epoch 40/500
450/450 [==============================] - 0s 806us/step - loss: 0.3930 - accuracy: 0.8350
Epoch 41/500
450/450 [==============================] - 0s 799us/step - loss: 0.3931 - accuracy: 0.8354
Epoch 42/500
450/450 [==============================] - 0s 813us/step - loss: 0.3928 - accuracy: 0.8363
Epoch 43/500
450/450 [==============================] - 0s 807us/step - loss: 0.3929 - accuracy: 0.8353
Epoch 44/500
450/450 [==============================] - 0s 804us/step - loss: 0.3931 - accuracy: 0.8365
Epoch 45/500
450/450 [==============================] - 0s 822us/step - loss: 0.3928 - accuracy: 0.8356
Epoch 46/500
450/450 [==============================] - 0s 781us/step - loss: 0.3918 - accuracy: 0.8368
Epoch 47/500
450/450 [==============================] - 0s 830us/step - loss: 0.3923 - accuracy: 0.8375
Epoch 48/500
450/450 [==============================] - 0s 823us/step - loss: 0.3919 - accuracy: 0.8344
Epoch 49/500
450/450 [==============================] - 0s 794us/step - loss: 0.3927 - accuracy: 0.8368
Epoch 50/500
450/450 [==============================] - 0s 919us/step - loss: 0.3919 - accuracy: 0.8358
Epoch 51/500
450/450 [==============================] - 0s 764us/step - loss: 0.3921 - accuracy: 0.8393
Epoch 52/500
450/450 [==============================] - 0s 756us/step - loss: 0.3917 - accuracy: 0.8364
Epoch 53/500
450/450 [==============================] - 0s 763us/step - loss: 0.3908 - accuracy: 0.8346
Epoch 54/500
450/450 [==============================] - 0s 758us/step - loss: 0.3919 - accuracy: 0.8363
Epoch 55/500
450/450 [==============================] - 0s 751us/step - loss: 0.3918 - accuracy: 0.8369
Epoch 56/500
450/450 [==============================] - 0s 769us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 57/500
450/450 [==============================] - 0s 760us/step - loss: 0.3905 - accuracy: 0.8339
Epoch 58/500
450/450 [==============================] - 0s 756us/step - loss: 0.3909 - accuracy: 0.8350
Epoch 59/500
450/450 [==============================] - 0s 763us/step - loss: 0.3914 - accuracy: 0.8364
Epoch 60/500
450/450 [==============================] - 0s 750us/step - loss: 0.3912 - accuracy: 0.8360
Epoch 61/500
450/450 [==============================] - 0s 768us/step - loss: 0.3915 - accuracy: 0.8357
Epoch 62/500
450/450 [==============================] - 0s 779us/step - loss: 0.3908 - accuracy: 0.8358
Epoch 63/500
450/450 [==============================] - 0s 755us/step - loss: 0.3914 - accuracy: 0.8364
Epoch 64/500
450/450 [==============================] - 0s 762us/step - loss: 0.3910 - accuracy: 0.8364
Epoch 65/500
450/450 [==============================] - 0s 754us/step - loss: 0.3908 - accuracy: 0.8347
Epoch 66/500
450/450 [==============================] - 0s 769us/step - loss: 0.3910 - accuracy: 0.8358
Epoch 67/500
450/450 [==============================] - 0s 830us/step - loss: 0.3910 - accuracy: 0.8353
Epoch 68/500
450/450 [==============================] - 0s 834us/step - loss: 0.3908 - accuracy: 0.8354
Epoch 69/500
450/450 [==============================] - 0s 954us/step - loss: 0.3903 - accuracy: 0.8350
Epoch 70/500
450/450 [==============================] - 0s 792us/step - loss: 0.3908 - accuracy: 0.8357
Epoch 71/500
450/450 [==============================] - 0s 766us/step - loss: 0.3901 - accuracy: 0.8372
Epoch 72/500
450/450 [==============================] - 0s 757us/step - loss: 0.3903 - accuracy: 0.8353
Epoch 73/500
450/450 [==============================] - 0s 771us/step - loss: 0.3902 - accuracy: 0.8360
Epoch 74/500
450/450 [==============================] - 0s 771us/step - loss: 0.3901 - accuracy: 0.8379
Epoch 75/500
450/450 [==============================] - 0s 746us/step - loss: 0.3894 - accuracy: 0.8364
Epoch 76/500
450/450 [==============================] - 0s 763us/step - loss: 0.3899 - accuracy: 0.8357
Epoch 77/500
450/450 [==============================] - 0s 746us/step - loss: 0.3894 - accuracy: 0.8360
Epoch 78/500
450/450 [==============================] - 0s 751us/step - loss: 0.3900 - accuracy: 0.8357
Epoch 79/500
450/450 [==============================] - 0s 750us/step - loss: 0.3900 - accuracy: 0.8372
Epoch 80/500
450/450 [==============================] - 0s 744us/step - loss: 0.3896 - accuracy: 0.8357
Epoch 81/500
450/450 [==============================] - 0s 756us/step - loss: 0.3895 - accuracy: 0.8365
Epoch 82/500
450/450 [==============================] - 0s 744us/step - loss: 0.3896 - accuracy: 0.8361
Epoch 83/500
450/450 [==============================] - 0s 745us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 84/500
450/450 [==============================] - 0s 768us/step - loss: 0.3896 - accuracy: 0.8358
Epoch 85/500
450/450 [==============================] - 0s 769us/step - loss: 0.3887 - accuracy: 0.8392
Epoch 86/500
450/450 [==============================] - 0s 749us/step - loss: 0.3891 - accuracy: 0.8353
Epoch 87/500
450/450 [==============================] - 0s 756us/step - loss: 0.3890 - accuracy: 0.8365
Epoch 88/500
450/450 [==============================] - 0s 742us/step - loss: 0.3890 - accuracy: 0.8346
Epoch 89/500
450/450 [==============================] - 0s 749us/step - loss: 0.3885 - accuracy: 0.8349
Epoch 90/500
450/450 [==============================] - 0s 765us/step - loss: 0.3892 - accuracy: 0.8344
Epoch 91/500
450/450 [==============================] - 0s 763us/step - loss: 0.3889 - accuracy: 0.8367
Epoch 92/500
450/450 [==============================] - 0s 744us/step - loss: 0.3888 - accuracy: 0.8356
Epoch 93/500
450/450 [==============================] - 0s 767us/step - loss: 0.3888 - accuracy: 0.8369
Epoch 94/500
450/450 [==============================] - 0s 749us/step - loss: 0.3884 - accuracy: 0.83690s - loss: 0.3898 - accuracy:
Epoch 95/500
450/450 [==============================] - 0s 740us/step - loss: 0.3885 - accuracy: 0.8365
Epoch 96/500
450/450 [==============================] - 0s 758us/step - loss: 0.3885 - accuracy: 0.8364
Epoch 97/500
450/450 [==============================] - 0s 748us/step - loss: 0.3883 - accuracy: 0.8371
Epoch 98/500
450/450 [==============================] - 0s 751us/step - loss: 0.3883 - accuracy: 0.8351
Epoch 99/500
450/450 [==============================] - 0s 776us/step - loss: 0.3884 - accuracy: 0.8376
Epoch 100/500
450/450 [==============================] - 0s 747us/step - loss: 0.3884 - accuracy: 0.8364
Epoch 101/500
450/450 [==============================] - 0s 762us/step - loss: 0.3880 - accuracy: 0.8356
Epoch 102/500
450/450 [==============================] - 0s 762us/step - loss: 0.3881 - accuracy: 0.8374
Epoch 103/500
450/450 [==============================] - 0s 749us/step - loss: 0.3878 - accuracy: 0.8353
Epoch 104/500
450/450 [==============================] - 0s 743us/step - loss: 0.3880 - accuracy: 0.8376
Epoch 105/500
450/450 [==============================] - 0s 770us/step - loss: 0.3877 - accuracy: 0.8358
Epoch 106/500
450/450 [==============================] - 0s 759us/step - loss: 0.3883 - accuracy: 0.8376
Epoch 107/500
450/450 [==============================] - 0s 746us/step - loss: 0.3870 - accuracy: 0.8385
Epoch 108/500
450/450 [==============================] - 0s 757us/step - loss: 0.3878 - accuracy: 0.8375
Epoch 109/500
450/450 [==============================] - 0s 745us/step - loss: 0.3872 - accuracy: 0.8357
Epoch 110/500
450/450 [==============================] - 0s 740us/step - loss: 0.3869 - accuracy: 0.8347
Epoch 111/500
450/450 [==============================] - 0s 765us/step - loss: 0.3873 - accuracy: 0.8385
Epoch 112/500
450/450 [==============================] - 0s 772us/step - loss: 0.3873 - accuracy: 0.8372
Epoch 113/500
450/450 [==============================] - 0s 741us/step - loss: 0.3877 - accuracy: 0.8371
Epoch 114/500
450/450 [==============================] - 0s 763us/step - loss: 0.3881 - accuracy: 0.8360
Epoch 115/500
450/450 [==============================] - 0s 745us/step - loss: 0.3883 - accuracy: 0.8363
Epoch 116/500
450/450 [==============================] - 0s 764us/step - loss: 0.3873 - accuracy: 0.8364
Epoch 117/500
450/450 [==============================] - 0s 743us/step - loss: 0.3873 - accuracy: 0.8383
Epoch 118/500
450/450 [==============================] - 0s 747us/step - loss: 0.3868 - accuracy: 0.8375
Epoch 119/500
450/450 [==============================] - 0s 752us/step - loss: 0.3874 - accuracy: 0.8382
Epoch 120/500
450/450 [==============================] - 0s 777us/step - loss: 0.3870 - accuracy: 0.8389
Epoch 121/500
450/450 [==============================] - 0s 757us/step - loss: 0.3877 - accuracy: 0.8360
Epoch 122/500
450/450 [==============================] - 0s 772us/step - loss: 0.3873 - accuracy: 0.8369
Epoch 123/500
450/450 [==============================] - 0s 748us/step - loss: 0.3876 - accuracy: 0.8360
Epoch 124/500
450/450 [==============================] - 0s 753us/step - loss: 0.3865 - accuracy: 0.8365
Epoch 125/500
450/450 [==============================] - 0s 776us/step - loss: 0.3873 - accuracy: 0.8382
Epoch 126/500
450/450 [==============================] - 0s 747us/step - loss: 0.3873 - accuracy: 0.8356
Epoch 127/500
450/450 [==============================] - 0s 755us/step - loss: 0.3879 - accuracy: 0.8353
Epoch 128/500
450/450 [==============================] - 0s 775us/step - loss: 0.3871 - accuracy: 0.8372
Epoch 129/500
450/450 [==============================] - 0s 746us/step - loss: 0.3874 - accuracy: 0.8338
Epoch 130/500
450/450 [==============================] - 0s 752us/step - loss: 0.3863 - accuracy: 0.8390
Epoch 131/500
450/450 [==============================] - 0s 791us/step - loss: 0.3871 - accuracy: 0.8367
Epoch 132/500
450/450 [==============================] - 0s 750us/step - loss: 0.3866 - accuracy: 0.8361
Epoch 133/500
450/450 [==============================] - 0s 754us/step - loss: 0.3866 - accuracy: 0.8374
Epoch 134/500
450/450 [==============================] - 0s 782us/step - loss: 0.3869 - accuracy: 0.8367
Epoch 135/500
450/450 [==============================] - 0s 763us/step - loss: 0.3868 - accuracy: 0.8367
Epoch 136/500
450/450 [==============================] - 0s 757us/step - loss: 0.3872 - accuracy: 0.8353
Epoch 137/500
450/450 [==============================] - 0s 767us/step - loss: 0.3867 - accuracy: 0.8367
Epoch 138/500
450/450 [==============================] - 0s 745us/step - loss: 0.3875 - accuracy: 0.8364
Epoch 139/500
450/450 [==============================] - 0s 749us/step - loss: 0.3866 - accuracy: 0.8371
Epoch 140/500
450/450 [==============================] - 0s 767us/step - loss: 0.3868 - accuracy: 0.8344
Epoch 141/500
450/450 [==============================] - 0s 742us/step - loss: 0.3868 - accuracy: 0.8354
Epoch 142/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3870 - accuracy: 0.8360
Epoch 143/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8382
Epoch 144/500
450/450 [==============================] - 0s 821us/step - loss: 0.3868 - accuracy: 0.8379
Epoch 145/500
450/450 [==============================] - 0s 974us/step - loss: 0.3867 - accuracy: 0.8369
Epoch 146/500
450/450 [==============================] - 0s 891us/step - loss: 0.3868 - accuracy: 0.8364
Epoch 147/500
450/450 [==============================] - 0s 844us/step - loss: 0.3865 - accuracy: 0.8379
Epoch 148/500
450/450 [==============================] - 0s 850us/step - loss: 0.3872 - accuracy: 0.8360
Epoch 149/500
450/450 [==============================] - 0s 796us/step - loss: 0.3865 - accuracy: 0.8381
Epoch 150/500
450/450 [==============================] - 0s 769us/step - loss: 0.3866 - accuracy: 0.8365
Epoch 151/500
450/450 [==============================] - 0s 877us/step - loss: 0.3859 - accuracy: 0.8349
Epoch 152/500
450/450 [==============================] - 0s 822us/step - loss: 0.3859 - accuracy: 0.8375
Epoch 153/500
450/450 [==============================] - 0s 754us/step - loss: 0.3866 - accuracy: 0.8350
Epoch 154/500
450/450 [==============================] - 0s 794us/step - loss: 0.3870 - accuracy: 0.8360
Epoch 155/500
450/450 [==============================] - 0s 750us/step - loss: 0.3872 - accuracy: 0.8354
Epoch 156/500
450/450 [==============================] - 0s 783us/step - loss: 0.3866 - accuracy: 0.8367
Epoch 157/500
450/450 [==============================] - 0s 793us/step - loss: 0.3867 - accuracy: 0.8367
Epoch 158/500
450/450 [==============================] - 0s 853us/step - loss: 0.3864 - accuracy: 0.8383
Epoch 159/500
450/450 [==============================] - 0s 846us/step - loss: 0.3870 - accuracy: 0.8368
Epoch 160/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3858 - accuracy: 0.8375
Epoch 161/500
450/450 [==============================] - 0s 747us/step - loss: 0.3869 - accuracy: 0.8375
Epoch 162/500
450/450 [==============================] - 0s 748us/step - loss: 0.3865 - accuracy: 0.8356
Epoch 163/500
450/450 [==============================] - 0s 761us/step - loss: 0.3869 - accuracy: 0.8361
Epoch 164/500
450/450 [==============================] - 0s 747us/step - loss: 0.3867 - accuracy: 0.8379
Epoch 165/500
450/450 [==============================] - 0s 994us/step - loss: 0.3861 - accuracy: 0.8346
Epoch 166/500
450/450 [==============================] - 0s 761us/step - loss: 0.3863 - accuracy: 0.8376
Epoch 167/500
450/450 [==============================] - 0s 957us/step - loss: 0.3870 - accuracy: 0.8333
Epoch 168/500
450/450 [==============================] - 0s 774us/step - loss: 0.3864 - accuracy: 0.8379
Epoch 169/500
450/450 [==============================] - 0s 765us/step - loss: 0.3869 - accuracy: 0.8342
Epoch 170/500
450/450 [==============================] - 0s 758us/step - loss: 0.3865 - accuracy: 0.8376
Epoch 171/500
450/450 [==============================] - 0s 866us/step - loss: 0.3859 - accuracy: 0.8364
Epoch 172/500
450/450 [==============================] - 0s 829us/step - loss: 0.3864 - accuracy: 0.8374
Epoch 173/500
450/450 [==============================] - 0s 855us/step - loss: 0.3867 - accuracy: 0.8358
Epoch 174/500
450/450 [==============================] - 0s 757us/step - loss: 0.3867 - accuracy: 0.8347
Epoch 175/500
450/450 [==============================] - 0s 747us/step - loss: 0.3869 - accuracy: 0.8372
Epoch 176/500
450/450 [==============================] - 0s 767us/step - loss: 0.3865 - accuracy: 0.8372
Epoch 177/500
450/450 [==============================] - 0s 752us/step - loss: 0.3866 - accuracy: 0.8343
Epoch 178/500
450/450 [==============================] - 0s 741us/step - loss: 0.3864 - accuracy: 0.8360
Epoch 179/500
450/450 [==============================] - 0s 752us/step - loss: 0.3864 - accuracy: 0.8364
Epoch 180/500
450/450 [==============================] - 0s 766us/step - loss: 0.3864 - accuracy: 0.8372
Epoch 181/500
450/450 [==============================] - 0s 744us/step - loss: 0.3865 - accuracy: 0.8367
Epoch 182/500
450/450 [==============================] - 0s 763us/step - loss: 0.3865 - accuracy: 0.8361
Epoch 183/500
450/450 [==============================] - 0s 741us/step - loss: 0.3861 - accuracy: 0.8365
Epoch 184/500
450/450 [==============================] - 0s 758us/step - loss: 0.3863 - accuracy: 0.8367
Epoch 185/500
450/450 [==============================] - 0s 767us/step - loss: 0.3858 - accuracy: 0.8367
Epoch 186/500
450/450 [==============================] - 0s 764us/step - loss: 0.3860 - accuracy: 0.8351
Epoch 187/500
450/450 [==============================] - 0s 749us/step - loss: 0.3861 - accuracy: 0.8379
Epoch 188/500
450/450 [==============================] - 0s 780us/step - loss: 0.3867 - accuracy: 0.8376
Epoch 189/500
450/450 [==============================] - 0s 759us/step - loss: 0.3863 - accuracy: 0.8363
Epoch 190/500
450/450 [==============================] - 0s 745us/step - loss: 0.3865 - accuracy: 0.8375
Epoch 191/500
450/450 [==============================] - 0s 769us/step - loss: 0.3864 - accuracy: 0.8361
Epoch 192/500
450/450 [==============================] - 0s 749us/step - loss: 0.3862 - accuracy: 0.8365
Epoch 193/500
450/450 [==============================] - 0s 740us/step - loss: 0.3864 - accuracy: 0.8350
Epoch 194/500
450/450 [==============================] - 0s 826us/step - loss: 0.3863 - accuracy: 0.8351
Epoch 195/500
450/450 [==============================] - 0s 743us/step - loss: 0.3861 - accuracy: 0.8363
Epoch 196/500
450/450 [==============================] - 0s 744us/step - loss: 0.3864 - accuracy: 0.8361
Epoch 197/500
450/450 [==============================] - 0s 785us/step - loss: 0.3864 - accuracy: 0.8369
Epoch 198/500
450/450 [==============================] - 0s 750us/step - loss: 0.3866 - accuracy: 0.8353
Epoch 199/500
450/450 [==============================] - 0s 743us/step - loss: 0.3864 - accuracy: 0.8365
Epoch 200/500
450/450 [==============================] - 0s 759us/step - loss: 0.3860 - accuracy: 0.8354
Epoch 201/500
450/450 [==============================] - 0s 837us/step - loss: 0.3864 - accuracy: 0.8374
Epoch 202/500
450/450 [==============================] - 0s 850us/step - loss: 0.3862 - accuracy: 0.8369
Epoch 203/500
450/450 [==============================] - 0s 750us/step - loss: 0.3860 - accuracy: 0.8347
Epoch 204/500
450/450 [==============================] - 0s 746us/step - loss: 0.3861 - accuracy: 0.8378
Epoch 205/500
450/450 [==============================] - 0s 751us/step - loss: 0.3870 - accuracy: 0.8358
Epoch 206/500
450/450 [==============================] - 0s 775us/step - loss: 0.3865 - accuracy: 0.8358
Epoch 207/500
450/450 [==============================] - 0s 758us/step - loss: 0.3864 - accuracy: 0.8344
Epoch 208/500
450/450 [==============================] - 0s 756us/step - loss: 0.3867 - accuracy: 0.8358
Epoch 209/500
450/450 [==============================] - 0s 759us/step - loss: 0.3864 - accuracy: 0.8364
Epoch 210/500
450/450 [==============================] - 0s 743us/step - loss: 0.3860 - accuracy: 0.8385
Epoch 211/500
450/450 [==============================] - 0s 771us/step - loss: 0.3860 - accuracy: 0.8372
Epoch 212/500
450/450 [==============================] - 0s 736us/step - loss: 0.3864 - accuracy: 0.8365
Epoch 213/500
450/450 [==============================] - 0s 752us/step - loss: 0.3860 - accuracy: 0.8375
Epoch 214/500
450/450 [==============================] - 0s 776us/step - loss: 0.3864 - accuracy: 0.8360
Epoch 215/500
450/450 [==============================] - 0s 743us/step - loss: 0.3856 - accuracy: 0.8371
Epoch 216/500
450/450 [==============================] - 0s 746us/step - loss: 0.3863 - accuracy: 0.8360
Epoch 217/500
450/450 [==============================] - 0s 764us/step - loss: 0.3863 - accuracy: 0.8356
Epoch 218/500
450/450 [==============================] - 0s 753us/step - loss: 0.3862 - accuracy: 0.8364
Epoch 219/500
450/450 [==============================] - 0s 744us/step - loss: 0.3860 - accuracy: 0.8365
Epoch 220/500
450/450 [==============================] - 0s 865us/step - loss: 0.3871 - accuracy: 0.8368
Epoch 221/500
450/450 [==============================] - 0s 741us/step - loss: 0.3861 - accuracy: 0.8357
Epoch 222/500
450/450 [==============================] - 0s 742us/step - loss: 0.3863 - accuracy: 0.8378
Epoch 223/500
450/450 [==============================] - 0s 760us/step - loss: 0.3863 - accuracy: 0.8354
Epoch 224/500
450/450 [==============================] - 0s 742us/step - loss: 0.3864 - accuracy: 0.8357
Epoch 225/500
450/450 [==============================] - 0s 745us/step - loss: 0.3864 - accuracy: 0.8369
Epoch 226/500
450/450 [==============================] - 0s 781us/step - loss: 0.3864 - accuracy: 0.8369
Epoch 227/500
450/450 [==============================] - 0s 738us/step - loss: 0.3860 - accuracy: 0.8368
Epoch 228/500
450/450 [==============================] - 0s 749us/step - loss: 0.3864 - accuracy: 0.8368
Epoch 229/500
450/450 [==============================] - 0s 761us/step - loss: 0.3861 - accuracy: 0.8383
Epoch 230/500
450/450 [==============================] - 0s 743us/step - loss: 0.3866 - accuracy: 0.8365
Epoch 231/500
450/450 [==============================] - 0s 761us/step - loss: 0.3856 - accuracy: 0.8376
Epoch 232/500
450/450 [==============================] - 0s 768us/step - loss: 0.3863 - accuracy: 0.8375
Epoch 233/500
450/450 [==============================] - 0s 762us/step - loss: 0.3860 - accuracy: 0.8379
Epoch 234/500
450/450 [==============================] - 0s 743us/step - loss: 0.3864 - accuracy: 0.8349
Epoch 235/500
450/450 [==============================] - 0s 764us/step - loss: 0.3860 - accuracy: 0.8378
Epoch 236/500
450/450 [==============================] - 0s 782us/step - loss: 0.3859 - accuracy: 0.8369
Epoch 237/500
450/450 [==============================] - 0s 742us/step - loss: 0.3861 - accuracy: 0.8358
Epoch 238/500
450/450 [==============================] - 0s 761us/step - loss: 0.3866 - accuracy: 0.8363
Epoch 239/500
450/450 [==============================] - 0s 757us/step - loss: 0.3862 - accuracy: 0.8400
Epoch 240/500
450/450 [==============================] - 0s 740us/step - loss: 0.3861 - accuracy: 0.8375
Epoch 241/500
450/450 [==============================] - 0s 770us/step - loss: 0.3863 - accuracy: 0.8349
Epoch 242/500
450/450 [==============================] - 0s 742us/step - loss: 0.3853 - accuracy: 0.8368
Epoch 243/500
450/450 [==============================] - 0s 774us/step - loss: 0.3860 - accuracy: 0.8357
Epoch 244/500
450/450 [==============================] - 0s 745us/step - loss: 0.3865 - accuracy: 0.8361
Epoch 245/500
450/450 [==============================] - 0s 744us/step - loss: 0.3862 - accuracy: 0.8343
Epoch 246/500
450/450 [==============================] - 0s 754us/step - loss: 0.3855 - accuracy: 0.8379
Epoch 247/500
450/450 [==============================] - 0s 762us/step - loss: 0.3863 - accuracy: 0.8367
Epoch 248/500
450/450 [==============================] - 0s 743us/step - loss: 0.3858 - accuracy: 0.8374
Epoch 249/500
450/450 [==============================] - 0s 765us/step - loss: 0.3864 - accuracy: 0.8389
Epoch 250/500
450/450 [==============================] - 0s 747us/step - loss: 0.3860 - accuracy: 0.8357
Epoch 251/500
450/450 [==============================] - 0s 740us/step - loss: 0.3857 - accuracy: 0.8363
Epoch 252/500
450/450 [==============================] - 0s 766us/step - loss: 0.3856 - accuracy: 0.8358
Epoch 253/500
450/450 [==============================] - 0s 747us/step - loss: 0.3863 - accuracy: 0.8358
Epoch 254/500
450/450 [==============================] - 0s 745us/step - loss: 0.3859 - accuracy: 0.8381
Epoch 255/500
450/450 [==============================] - 0s 778us/step - loss: 0.3863 - accuracy: 0.8375
Epoch 256/500
450/450 [==============================] - 0s 747us/step - loss: 0.3864 - accuracy: 0.8356
Epoch 257/500
450/450 [==============================] - 0s 761us/step - loss: 0.3856 - accuracy: 0.8358
Epoch 258/500
450/450 [==============================] - 0s 743us/step - loss: 0.3864 - accuracy: 0.8357
Epoch 259/500
450/450 [==============================] - 0s 750us/step - loss: 0.3860 - accuracy: 0.8342
Epoch 260/500
450/450 [==============================] - 0s 761us/step - loss: 0.3860 - accuracy: 0.8365
Epoch 261/500
450/450 [==============================] - 0s 763us/step - loss: 0.3858 - accuracy: 0.8379
Epoch 262/500
450/450 [==============================] - 0s 746us/step - loss: 0.3861 - accuracy: 0.8360
Epoch 263/500
450/450 [==============================] - 0s 743us/step - loss: 0.3858 - accuracy: 0.8363
Epoch 264/500
450/450 [==============================] - 0s 764us/step - loss: 0.3859 - accuracy: 0.8357
Epoch 265/500
450/450 [==============================] - 0s 744us/step - loss: 0.3862 - accuracy: 0.8375
Epoch 266/500
450/450 [==============================] - 0s 746us/step - loss: 0.3862 - accuracy: 0.8344
Epoch 267/500
450/450 [==============================] - 0s 803us/step - loss: 0.3865 - accuracy: 0.8375
Epoch 268/500
450/450 [==============================] - 0s 742us/step - loss: 0.3861 - accuracy: 0.8382
Epoch 269/500
450/450 [==============================] - 0s 971us/step - loss: 0.3861 - accuracy: 0.8363
Epoch 270/500
450/450 [==============================] - 0s 868us/step - loss: 0.3861 - accuracy: 0.8365
Epoch 271/500
450/450 [==============================] - 0s 754us/step - loss: 0.3864 - accuracy: 0.8365
Epoch 272/500
450/450 [==============================] - 0s 771us/step - loss: 0.3854 - accuracy: 0.8356
Epoch 273/500
450/450 [==============================] - 0s 749us/step - loss: 0.3857 - accuracy: 0.8388
Epoch 274/500
450/450 [==============================] - 0s 751us/step - loss: 0.3857 - accuracy: 0.8382
Epoch 275/500
450/450 [==============================] - 0s 762us/step - loss: 0.3865 - accuracy: 0.8374
Epoch 276/500
450/450 [==============================] - 0s 763us/step - loss: 0.3862 - accuracy: 0.8365
Epoch 277/500
450/450 [==============================] - 0s 750us/step - loss: 0.3859 - accuracy: 0.8363
Epoch 278/500
450/450 [==============================] - 0s 765us/step - loss: 0.3862 - accuracy: 0.8367
Epoch 279/500
450/450 [==============================] - 0s 751us/step - loss: 0.3859 - accuracy: 0.8364
Epoch 280/500
450/450 [==============================] - 0s 745us/step - loss: 0.3862 - accuracy: 0.8374
Epoch 281/500
450/450 [==============================] - 0s 768us/step - loss: 0.3859 - accuracy: 0.8376
Epoch 282/500
450/450 [==============================] - 0s 746us/step - loss: 0.3863 - accuracy: 0.8372
Epoch 283/500
450/450 [==============================] - 0s 744us/step - loss: 0.3860 - accuracy: 0.8371
Epoch 284/500
450/450 [==============================] - 0s 771us/step - loss: 0.3859 - accuracy: 0.8371
Epoch 285/500
450/450 [==============================] - 0s 751us/step - loss: 0.3864 - accuracy: 0.8358
Epoch 286/500
450/450 [==============================] - 0s 742us/step - loss: 0.3850 - accuracy: 0.8354
Epoch 287/500
450/450 [==============================] - 0s 756us/step - loss: 0.3856 - accuracy: 0.8376
Epoch 288/500
450/450 [==============================] - 0s 747us/step - loss: 0.3863 - accuracy: 0.8374
Epoch 289/500
450/450 [==============================] - 0s 760us/step - loss: 0.3858 - accuracy: 0.8369
Epoch 290/500
450/450 [==============================] - 0s 760us/step - loss: 0.3859 - accuracy: 0.8358
Epoch 291/500
450/450 [==============================] - 0s 748us/step - loss: 0.3862 - accuracy: 0.8367
Epoch 292/500
450/450 [==============================] - 0s 745us/step - loss: 0.3855 - accuracy: 0.8385
Epoch 293/500
450/450 [==============================] - 0s 770us/step - loss: 0.3862 - accuracy: 0.8351
Epoch 294/500
450/450 [==============================] - 0s 747us/step - loss: 0.3859 - accuracy: 0.8369
Epoch 295/500
450/450 [==============================] - 0s 755us/step - loss: 0.3859 - accuracy: 0.8360
Epoch 296/500
450/450 [==============================] - 0s 776us/step - loss: 0.3857 - accuracy: 0.8368
Epoch 297/500
450/450 [==============================] - 0s 749us/step - loss: 0.3858 - accuracy: 0.8360
Epoch 298/500
450/450 [==============================] - 0s 754us/step - loss: 0.3860 - accuracy: 0.8364
Epoch 299/500
450/450 [==============================] - 0s 758us/step - loss: 0.3863 - accuracy: 0.8381
Epoch 300/500
450/450 [==============================] - 0s 745us/step - loss: 0.3858 - accuracy: 0.8372
Epoch 301/500
450/450 [==============================] - 0s 791us/step - loss: 0.3863 - accuracy: 0.8357
Epoch 302/500
450/450 [==============================] - 0s 756us/step - loss: 0.3858 - accuracy: 0.8351
Epoch 303/500
450/450 [==============================] - 0s 755us/step - loss: 0.3861 - accuracy: 0.8379
Epoch 304/500
450/450 [==============================] - 0s 781us/step - loss: 0.3858 - accuracy: 0.8364
Epoch 305/500
450/450 [==============================] - 0s 770us/step - loss: 0.3861 - accuracy: 0.8353
Epoch 306/500
450/450 [==============================] - 0s 762us/step - loss: 0.3855 - accuracy: 0.8367
Epoch 307/500
450/450 [==============================] - 0s 780us/step - loss: 0.3858 - accuracy: 0.8347
Epoch 308/500
450/450 [==============================] - 0s 758us/step - loss: 0.3864 - accuracy: 0.8394
Epoch 309/500
450/450 [==============================] - 0s 760us/step - loss: 0.3860 - accuracy: 0.8346
Epoch 310/500
450/450 [==============================] - 0s 766us/step - loss: 0.3854 - accuracy: 0.8351
Epoch 311/500
450/450 [==============================] - 0s 778us/step - loss: 0.3861 - accuracy: 0.8368
Epoch 312/500
450/450 [==============================] - 0s 768us/step - loss: 0.3860 - accuracy: 0.8369
Epoch 313/500
450/450 [==============================] - 0s 812us/step - loss: 0.3860 - accuracy: 0.8356
Epoch 314/500
450/450 [==============================] - 0s 755us/step - loss: 0.3854 - accuracy: 0.8367
Epoch 315/500
450/450 [==============================] - 0s 757us/step - loss: 0.3860 - accuracy: 0.8381
Epoch 316/500
450/450 [==============================] - 0s 798us/step - loss: 0.3860 - accuracy: 0.8382
Epoch 317/500
450/450 [==============================] - 0s 759us/step - loss: 0.3859 - accuracy: 0.8368
Epoch 318/500
450/450 [==============================] - 0s 766us/step - loss: 0.3857 - accuracy: 0.8353
Epoch 319/500
450/450 [==============================] - 0s 781us/step - loss: 0.3862 - accuracy: 0.8367
Epoch 320/500
450/450 [==============================] - 0s 753us/step - loss: 0.3861 - accuracy: 0.8360
Epoch 321/500
450/450 [==============================] - 0s 774us/step - loss: 0.3857 - accuracy: 0.8378
Epoch 322/500
450/450 [==============================] - 0s 777us/step - loss: 0.3858 - accuracy: 0.8368
Epoch 323/500
450/450 [==============================] - 0s 771us/step - loss: 0.3857 - accuracy: 0.8368
Epoch 324/500
450/450 [==============================] - 0s 764us/step - loss: 0.3855 - accuracy: 0.8383
Epoch 325/500
450/450 [==============================] - 0s 755us/step - loss: 0.3856 - accuracy: 0.8371
Epoch 326/500
450/450 [==============================] - 0s 774us/step - loss: 0.3855 - accuracy: 0.8349
Epoch 327/500
450/450 [==============================] - 0s 788us/step - loss: 0.3859 - accuracy: 0.8349
Epoch 328/500
450/450 [==============================] - 0s 750us/step - loss: 0.3860 - accuracy: 0.8378
Epoch 329/500
450/450 [==============================] - 0s 760us/step - loss: 0.3857 - accuracy: 0.8346
Epoch 330/500
450/450 [==============================] - 0s 779us/step - loss: 0.3855 - accuracy: 0.8357
Epoch 331/500
450/450 [==============================] - 0s 745us/step - loss: 0.3863 - accuracy: 0.8364
Epoch 332/500
450/450 [==============================] - 0s 747us/step - loss: 0.3862 - accuracy: 0.8372
Epoch 333/500
450/450 [==============================] - 0s 768us/step - loss: 0.3859 - accuracy: 0.8361
Epoch 334/500
450/450 [==============================] - 0s 755us/step - loss: 0.3852 - accuracy: 0.8365
Epoch 335/500
450/450 [==============================] - 0s 744us/step - loss: 0.3862 - accuracy: 0.8358
Epoch 336/500
450/450 [==============================] - 0s 778us/step - loss: 0.3856 - accuracy: 0.8372
Epoch 337/500
450/450 [==============================] - 0s 748us/step - loss: 0.3860 - accuracy: 0.8382
Epoch 338/500
450/450 [==============================] - 0s 747us/step - loss: 0.3863 - accuracy: 0.8357
Epoch 339/500
450/450 [==============================] - 0s 770us/step - loss: 0.3859 - accuracy: 0.8378
Epoch 340/500
450/450 [==============================] - 0s 746us/step - loss: 0.3857 - accuracy: 0.8376
Epoch 341/500
450/450 [==============================] - 0s 769us/step - loss: 0.3858 - accuracy: 0.8390
Epoch 342/500
450/450 [==============================] - 0s 793us/step - loss: 0.3857 - accuracy: 0.8364
Epoch 343/500
450/450 [==============================] - 0s 752us/step - loss: 0.3855 - accuracy: 0.8360
Epoch 344/500
450/450 [==============================] - 0s 769us/step - loss: 0.3855 - accuracy: 0.8383
Epoch 345/500
450/450 [==============================] - 0s 747us/step - loss: 0.3862 - accuracy: 0.8371
Epoch 346/500
450/450 [==============================] - 0s 748us/step - loss: 0.3853 - accuracy: 0.8351
Epoch 347/500
450/450 [==============================] - 0s 752us/step - loss: 0.3855 - accuracy: 0.8363
Epoch 348/500
450/450 [==============================] - 0s 772us/step - loss: 0.3851 - accuracy: 0.8368
Epoch 349/500
450/450 [==============================] - 0s 747us/step - loss: 0.3856 - accuracy: 0.8371
Epoch 350/500
450/450 [==============================] - 0s 781us/step - loss: 0.3861 - accuracy: 0.8354
Epoch 351/500
450/450 [==============================] - 0s 744us/step - loss: 0.3856 - accuracy: 0.8357
Epoch 352/500
450/450 [==============================] - 0s 750us/step - loss: 0.3857 - accuracy: 0.8378
Epoch 353/500
450/450 [==============================] - 0s 746us/step - loss: 0.3858 - accuracy: 0.8375
Epoch 354/500
450/450 [==============================] - 0s 772us/step - loss: 0.3856 - accuracy: 0.8353
Epoch 355/500
450/450 [==============================] - 0s 745us/step - loss: 0.3867 - accuracy: 0.8368
Epoch 356/500
450/450 [==============================] - 0s 765us/step - loss: 0.3852 - accuracy: 0.8365
Epoch 357/500
450/450 [==============================] - 0s 748us/step - loss: 0.3861 - accuracy: 0.8356
Epoch 358/500
450/450 [==============================] - 0s 758us/step - loss: 0.3853 - accuracy: 0.8358
Epoch 359/500
450/450 [==============================] - 0s 769us/step - loss: 0.3857 - accuracy: 0.8379
Epoch 360/500
450/450 [==============================] - 0s 748us/step - loss: 0.3852 - accuracy: 0.8340
Epoch 361/500
450/450 [==============================] - 0s 750us/step - loss: 0.3853 - accuracy: 0.8393
Epoch 362/500
450/450 [==============================] - 0s 764us/step - loss: 0.3856 - accuracy: 0.8374
Epoch 363/500
450/450 [==============================] - 0s 765us/step - loss: 0.3855 - accuracy: 0.8375
Epoch 364/500
450/450 [==============================] - 0s 750us/step - loss: 0.3861 - accuracy: 0.8375
Epoch 365/500
450/450 [==============================] - 0s 768us/step - loss: 0.3860 - accuracy: 0.8357
Epoch 366/500
450/450 [==============================] - 0s 747us/step - loss: 0.3857 - accuracy: 0.8376
Epoch 367/500
450/450 [==============================] - 0s 752us/step - loss: 0.3851 - accuracy: 0.8353
Epoch 368/500
450/450 [==============================] - 0s 814us/step - loss: 0.3858 - accuracy: 0.8376
Epoch 369/500
450/450 [==============================] - 0s 742us/step - loss: 0.3854 - accuracy: 0.8365
Epoch 370/500
450/450 [==============================] - 0s 856us/step - loss: 0.3854 - accuracy: 0.8382
Epoch 371/500
450/450 [==============================] - 0s 846us/step - loss: 0.3860 - accuracy: 0.8371
Epoch 372/500
450/450 [==============================] - 0s 744us/step - loss: 0.3854 - accuracy: 0.8360
Epoch 373/500
450/450 [==============================] - 0s 773us/step - loss: 0.3854 - accuracy: 0.8354
Epoch 374/500
450/450 [==============================] - 0s 757us/step - loss: 0.3859 - accuracy: 0.8368
Epoch 375/500
450/450 [==============================] - 0s 745us/step - loss: 0.3857 - accuracy: 0.83750s - loss: 0.3820 - accuracy: 0.
Epoch 376/500
450/450 [==============================] - 0s 800us/step - loss: 0.3847 - accuracy: 0.8368
Epoch 377/500
450/450 [==============================] - 0s 749us/step - loss: 0.3855 - accuracy: 0.8368
Epoch 378/500
450/450 [==============================] - 0s 740us/step - loss: 0.3854 - accuracy: 0.8365
Epoch 379/500
450/450 [==============================] - 0s 770us/step - loss: 0.3857 - accuracy: 0.8353
Epoch 380/500
450/450 [==============================] - 0s 745us/step - loss: 0.3853 - accuracy: 0.8371
Epoch 381/500
450/450 [==============================] - 0s 755us/step - loss: 0.3855 - accuracy: 0.8378
Epoch 382/500
450/450 [==============================] - 0s 756us/step - loss: 0.3856 - accuracy: 0.8371
Epoch 383/500
450/450 [==============================] - 0s 742us/step - loss: 0.3863 - accuracy: 0.8374
Epoch 384/500
450/450 [==============================] - 0s 752us/step - loss: 0.3853 - accuracy: 0.8378
Epoch 385/500
450/450 [==============================] - 0s 775us/step - loss: 0.3853 - accuracy: 0.8365
Epoch 386/500
450/450 [==============================] - 0s 752us/step - loss: 0.3858 - accuracy: 0.8385
Epoch 387/500
450/450 [==============================] - 0s 746us/step - loss: 0.3854 - accuracy: 0.8364
Epoch 388/500
450/450 [==============================] - 0s 764us/step - loss: 0.3855 - accuracy: 0.8369
Epoch 389/500
450/450 [==============================] - 0s 746us/step - loss: 0.3858 - accuracy: 0.8363
Epoch 390/500
450/450 [==============================] - 0s 753us/step - loss: 0.3856 - accuracy: 0.8378
Epoch 391/500
450/450 [==============================] - 0s 756us/step - loss: 0.3854 - accuracy: 0.8371
Epoch 392/500
450/450 [==============================] - 0s 753us/step - loss: 0.3850 - accuracy: 0.8361
Epoch 393/500
450/450 [==============================] - 0s 742us/step - loss: 0.3853 - accuracy: 0.8397
Epoch 394/500
450/450 [==============================] - 0s 860us/step - loss: 0.3852 - accuracy: 0.8379
Epoch 395/500
450/450 [==============================] - 0s 741us/step - loss: 0.3852 - accuracy: 0.8343
Epoch 396/500
450/450 [==============================] - 0s 744us/step - loss: 0.3852 - accuracy: 0.8357
Epoch 397/500
450/450 [==============================] - 0s 757us/step - loss: 0.3859 - accuracy: 0.8365
Epoch 398/500
450/450 [==============================] - 0s 744us/step - loss: 0.3855 - accuracy: 0.8372
Epoch 399/500
450/450 [==============================] - 0s 751us/step - loss: 0.3854 - accuracy: 0.8357
Epoch 400/500
450/450 [==============================] - 0s 768us/step - loss: 0.3858 - accuracy: 0.8374
Epoch 401/500
450/450 [==============================] - 0s 749us/step - loss: 0.3854 - accuracy: 0.8368
Epoch 402/500
450/450 [==============================] - 0s 749us/step - loss: 0.3853 - accuracy: 0.8368
Epoch 403/500
450/450 [==============================] - 0s 760us/step - loss: 0.3853 - accuracy: 0.8388
Epoch 404/500
450/450 [==============================] - 0s 744us/step - loss: 0.3856 - accuracy: 0.8361
Epoch 405/500
450/450 [==============================] - 0s 762us/step - loss: 0.3854 - accuracy: 0.8365
Epoch 406/500
450/450 [==============================] - 0s 763us/step - loss: 0.3859 - accuracy: 0.8371
Epoch 407/500
450/450 [==============================] - 0s 750us/step - loss: 0.3849 - accuracy: 0.8372
Epoch 408/500
450/450 [==============================] - 0s 761us/step - loss: 0.3852 - accuracy: 0.8389
Epoch 409/500
450/450 [==============================] - 0s 760us/step - loss: 0.3860 - accuracy: 0.8354
Epoch 410/500
450/450 [==============================] - 0s 775us/step - loss: 0.3852 - accuracy: 0.8358
Epoch 411/500
450/450 [==============================] - 0s 772us/step - loss: 0.3855 - accuracy: 0.8367
Epoch 412/500
450/450 [==============================] - 0s 754us/step - loss: 0.3857 - accuracy: 0.8372
Epoch 413/500
450/450 [==============================] - 0s 745us/step - loss: 0.3853 - accuracy: 0.8379
Epoch 414/500
450/450 [==============================] - 0s 774us/step - loss: 0.3853 - accuracy: 0.8381
Epoch 415/500
450/450 [==============================] - 0s 746us/step - loss: 0.3853 - accuracy: 0.83500s - loss: 0.3931 - accuracy: 0.
Epoch 416/500
450/450 [==============================] - 0s 743us/step - loss: 0.3854 - accuracy: 0.8368
Epoch 417/500
450/450 [==============================] - 0s 768us/step - loss: 0.3854 - accuracy: 0.8357
Epoch 418/500
450/450 [==============================] - 0s 755us/step - loss: 0.3850 - accuracy: 0.8353
Epoch 419/500
450/450 [==============================] - 0s 747us/step - loss: 0.3853 - accuracy: 0.8385
Epoch 420/500
450/450 [==============================] - 0s 767us/step - loss: 0.3845 - accuracy: 0.8374
Epoch 421/500
450/450 [==============================] - 0s 758us/step - loss: 0.3852 - accuracy: 0.8361
Epoch 422/500
450/450 [==============================] - 0s 755us/step - loss: 0.3853 - accuracy: 0.8376
Epoch 423/500
450/450 [==============================] - 0s 777us/step - loss: 0.3856 - accuracy: 0.8356
Epoch 424/500
450/450 [==============================] - 0s 750us/step - loss: 0.3848 - accuracy: 0.8376
Epoch 425/500
450/450 [==============================] - 0s 747us/step - loss: 0.3849 - accuracy: 0.8354
Epoch 426/500
450/450 [==============================] - 0s 764us/step - loss: 0.3852 - accuracy: 0.8361
Epoch 427/500
450/450 [==============================] - 0s 747us/step - loss: 0.3851 - accuracy: 0.8378
Epoch 428/500
450/450 [==============================] - 0s 746us/step - loss: 0.3853 - accuracy: 0.8344
Epoch 429/500
450/450 [==============================] - 0s 847us/step - loss: 0.3850 - accuracy: 0.8369
Epoch 430/500
450/450 [==============================] - 0s 774us/step - loss: 0.3849 - accuracy: 0.8361
Epoch 431/500
450/450 [==============================] - 0s 803us/step - loss: 0.3848 - accuracy: 0.8351
Epoch 432/500
450/450 [==============================] - 0s 766us/step - loss: 0.3845 - accuracy: 0.8374
Epoch 433/500
450/450 [==============================] - 0s 770us/step - loss: 0.3851 - accuracy: 0.8364
Epoch 434/500
450/450 [==============================] - 0s 797us/step - loss: 0.3851 - accuracy: 0.8385
Epoch 435/500
450/450 [==============================] - 0s 844us/step - loss: 0.3853 - accuracy: 0.8375
Epoch 436/500
450/450 [==============================] - 0s 908us/step - loss: 0.3851 - accuracy: 0.8365
Epoch 437/500
450/450 [==============================] - 0s 803us/step - loss: 0.3846 - accuracy: 0.8376
Epoch 438/500
450/450 [==============================] - 0s 758us/step - loss: 0.3853 - accuracy: 0.8365
Epoch 439/500
450/450 [==============================] - 0s 764us/step - loss: 0.3850 - accuracy: 0.8358
Epoch 440/500
450/450 [==============================] - 0s 770us/step - loss: 0.3850 - accuracy: 0.8364
Epoch 441/500
450/450 [==============================] - 0s 769us/step - loss: 0.3850 - accuracy: 0.8386
Epoch 442/500
450/450 [==============================] - 0s 765us/step - loss: 0.3851 - accuracy: 0.8383
Epoch 443/500
450/450 [==============================] - 0s 789us/step - loss: 0.3843 - accuracy: 0.8369
Epoch 444/500
450/450 [==============================] - 0s 768us/step - loss: 0.3851 - accuracy: 0.8369
Epoch 445/500
450/450 [==============================] - 0s 766us/step - loss: 0.3849 - accuracy: 0.8371
Epoch 446/500
450/450 [==============================] - 0s 791us/step - loss: 0.3848 - accuracy: 0.8385
Epoch 447/500
450/450 [==============================] - 0s 761us/step - loss: 0.3855 - accuracy: 0.8372
Epoch 448/500
450/450 [==============================] - 0s 782us/step - loss: 0.3844 - accuracy: 0.8375
Epoch 449/500
450/450 [==============================] - 0s 763us/step - loss: 0.3848 - accuracy: 0.8363
Epoch 450/500
450/450 [==============================] - 0s 756us/step - loss: 0.3849 - accuracy: 0.8386
Epoch 451/500
450/450 [==============================] - 0s 787us/step - loss: 0.3850 - accuracy: 0.8369
Epoch 452/500
450/450 [==============================] - 0s 753us/step - loss: 0.3856 - accuracy: 0.8381
Epoch 453/500
450/450 [==============================] - 0s 749us/step - loss: 0.3852 - accuracy: 0.8368
Epoch 454/500
450/450 [==============================] - 0s 772us/step - loss: 0.3849 - accuracy: 0.8350
Epoch 455/500
450/450 [==============================] - 0s 746us/step - loss: 0.3850 - accuracy: 0.8349
Epoch 456/500
450/450 [==============================] - 0s 749us/step - loss: 0.3851 - accuracy: 0.8375
Epoch 457/500
450/450 [==============================] - 0s 769us/step - loss: 0.3854 - accuracy: 0.8363
Epoch 458/500
450/450 [==============================] - 0s 750us/step - loss: 0.3849 - accuracy: 0.8372
Epoch 459/500
450/450 [==============================] - 0s 753us/step - loss: 0.3852 - accuracy: 0.8379
Epoch 460/500
450/450 [==============================] - 0s 809us/step - loss: 0.3850 - accuracy: 0.8372
Epoch 461/500
450/450 [==============================] - 0s 747us/step - loss: 0.3848 - accuracy: 0.8369
Epoch 462/500
450/450 [==============================] - 0s 757us/step - loss: 0.3846 - accuracy: 0.8368
Epoch 463/500
450/450 [==============================] - 0s 769us/step - loss: 0.3842 - accuracy: 0.8375
Epoch 464/500
450/450 [==============================] - 0s 821us/step - loss: 0.3849 - accuracy: 0.8374
Epoch 465/500
450/450 [==============================] - 0s 764us/step - loss: 0.3849 - accuracy: 0.8369
Epoch 466/500
450/450 [==============================] - 0s 758us/step - loss: 0.3850 - accuracy: 0.8361
Epoch 467/500
450/450 [==============================] - 0s 753us/step - loss: 0.3846 - accuracy: 0.8378
Epoch 468/500
450/450 [==============================] - 0s 742us/step - loss: 0.3838 - accuracy: 0.8385
Epoch 469/500
450/450 [==============================] - 0s 775us/step - loss: 0.3847 - accuracy: 0.8381
Epoch 470/500
450/450 [==============================] - 0s 749us/step - loss: 0.3849 - accuracy: 0.8369
Epoch 471/500
450/450 [==============================] - 0s 777us/step - loss: 0.3847 - accuracy: 0.8372
Epoch 472/500
450/450 [==============================] - 0s 752us/step - loss: 0.3853 - accuracy: 0.8371
Epoch 473/500
450/450 [==============================] - 0s 748us/step - loss: 0.3845 - accuracy: 0.8394
Epoch 474/500
450/450 [==============================] - 0s 754us/step - loss: 0.3849 - accuracy: 0.8360
Epoch 475/500
450/450 [==============================] - 0s 781us/step - loss: 0.3855 - accuracy: 0.8361
Epoch 476/500
450/450 [==============================] - 0s 750us/step - loss: 0.3847 - accuracy: 0.8354
Epoch 477/500
450/450 [==============================] - 0s 769us/step - loss: 0.3846 - accuracy: 0.8374
Epoch 478/500
450/450 [==============================] - 0s 760us/step - loss: 0.3853 - accuracy: 0.8375
Epoch 479/500
450/450 [==============================] - 0s 756us/step - loss: 0.3853 - accuracy: 0.8357
Epoch 480/500
450/450 [==============================] - 0s 755us/step - loss: 0.3844 - accuracy: 0.8365
Epoch 481/500
450/450 [==============================] - 0s 744us/step - loss: 0.3849 - accuracy: 0.8374
Epoch 482/500
450/450 [==============================] - 0s 746us/step - loss: 0.3851 - accuracy: 0.8374
Epoch 483/500
450/450 [==============================] - 0s 766us/step - loss: 0.3853 - accuracy: 0.8372
Epoch 484/500
450/450 [==============================] - 0s 740us/step - loss: 0.3854 - accuracy: 0.8356
Epoch 485/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3847 - accuracy: 0.8374
Epoch 486/500
450/450 [==============================] - 0s 997us/step - loss: 0.3846 - accuracy: 0.8374
Epoch 487/500
450/450 [==============================] - 0s 791us/step - loss: 0.3849 - accuracy: 0.8361
Epoch 488/500
450/450 [==============================] - 0s 891us/step - loss: 0.3847 - accuracy: 0.8372
Epoch 489/500
450/450 [==============================] - 0s 866us/step - loss: 0.3852 - accuracy: 0.8392
Epoch 490/500
450/450 [==============================] - 0s 912us/step - loss: 0.3851 - accuracy: 0.8381
Epoch 491/500
450/450 [==============================] - 0s 858us/step - loss: 0.3850 - accuracy: 0.8363
Epoch 492/500
450/450 [==============================] - 0s 839us/step - loss: 0.3843 - accuracy: 0.8360
Epoch 493/500
450/450 [==============================] - 0s 798us/step - loss: 0.3844 - accuracy: 0.8393
Epoch 494/500
450/450 [==============================] - 0s 832us/step - loss: 0.3851 - accuracy: 0.8369
Epoch 495/500
450/450 [==============================] - 0s 818us/step - loss: 0.3851 - accuracy: 0.8378
Epoch 496/500
450/450 [==============================] - 0s 764us/step - loss: 0.3841 - accuracy: 0.8376
Epoch 497/500
450/450 [==============================] - 0s 764us/step - loss: 0.3846 - accuracy: 0.8363
Epoch 498/500
450/450 [==============================] - 0s 780us/step - loss: 0.3852 - accuracy: 0.8347
Epoch 499/500
450/450 [==============================] - 0s 752us/step - loss: 0.3852 - accuracy: 0.8371
Epoch 500/500
450/450 [==============================] - 0s 799us/step - loss: 0.3848 - accuracy: 0.8365
Epoch 1/500
450/450 [==============================] - 0s 904us/step - loss: 0.5192 - accuracy: 0.7985
Epoch 2/500
450/450 [==============================] - 0s 788us/step - loss: 0.4314 - accuracy: 0.7986
Epoch 3/500
450/450 [==============================] - 0s 752us/step - loss: 0.4283 - accuracy: 0.7986
Epoch 4/500
450/450 [==============================] - 0s 746us/step - loss: 0.4264 - accuracy: 0.7986
Epoch 5/500
450/450 [==============================] - 0s 761us/step - loss: 0.4238 - accuracy: 0.7986
Epoch 6/500
450/450 [==============================] - 0s 768us/step - loss: 0.4200 - accuracy: 0.8026
Epoch 7/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4173 - accuracy: 0.8222
Epoch 8/500
450/450 [==============================] - 0s 754us/step - loss: 0.4155 - accuracy: 0.8263
Epoch 9/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4135 - accuracy: 0.8290
Epoch 10/500
450/450 [==============================] - 0s 765us/step - loss: 0.4125 - accuracy: 0.8299
Epoch 11/500
450/450 [==============================] - 0s 778us/step - loss: 0.4114 - accuracy: 0.8326
Epoch 12/500
450/450 [==============================] - 0s 753us/step - loss: 0.4104 - accuracy: 0.8342
Epoch 13/500
450/450 [==============================] - 0s 799us/step - loss: 0.4089 - accuracy: 0.8353
Epoch 14/500
450/450 [==============================] - 0s 848us/step - loss: 0.4082 - accuracy: 0.8354
Epoch 15/500
450/450 [==============================] - 0s 844us/step - loss: 0.4074 - accuracy: 0.8356
Epoch 16/500
450/450 [==============================] - 0s 772us/step - loss: 0.4064 - accuracy: 0.8344
Epoch 17/500
450/450 [==============================] - 0s 764us/step - loss: 0.4059 - accuracy: 0.8372
Epoch 18/500
450/450 [==============================] - 0s 747us/step - loss: 0.4043 - accuracy: 0.8365
Epoch 19/500
450/450 [==============================] - 0s 761us/step - loss: 0.4044 - accuracy: 0.8363
Epoch 20/500
450/450 [==============================] - 0s 749us/step - loss: 0.4035 - accuracy: 0.8376
Epoch 21/500
450/450 [==============================] - 0s 745us/step - loss: 0.4031 - accuracy: 0.8357
Epoch 22/500
450/450 [==============================] - 0s 752us/step - loss: 0.4026 - accuracy: 0.8375
Epoch 23/500
450/450 [==============================] - 0s 766us/step - loss: 0.4022 - accuracy: 0.8375
Epoch 24/500
450/450 [==============================] - 0s 744us/step - loss: 0.4015 - accuracy: 0.8372
Epoch 25/500
450/450 [==============================] - 0s 762us/step - loss: 0.4012 - accuracy: 0.8371
Epoch 26/500
450/450 [==============================] - 0s 746us/step - loss: 0.4010 - accuracy: 0.8371
Epoch 27/500
450/450 [==============================] - 0s 749us/step - loss: 0.4005 - accuracy: 0.8374
Epoch 28/500
450/450 [==============================] - 0s 777us/step - loss: 0.4000 - accuracy: 0.8374
Epoch 29/500
450/450 [==============================] - 0s 756us/step - loss: 0.3994 - accuracy: 0.8375
Epoch 30/500
450/450 [==============================] - 0s 744us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 31/500
450/450 [==============================] - 0s 771us/step - loss: 0.3991 - accuracy: 0.8371
Epoch 32/500
450/450 [==============================] - 0s 758us/step - loss: 0.3990 - accuracy: 0.8372
Epoch 33/500
450/450 [==============================] - 0s 746us/step - loss: 0.3983 - accuracy: 0.8394
Epoch 34/500
450/450 [==============================] - 0s 767us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 35/500
450/450 [==============================] - 0s 745us/step - loss: 0.3983 - accuracy: 0.8383
Epoch 36/500
450/450 [==============================] - 0s 738us/step - loss: 0.3978 - accuracy: 0.8386
Epoch 37/500
450/450 [==============================] - 0s 753us/step - loss: 0.3979 - accuracy: 0.8369
Epoch 38/500
450/450 [==============================] - 0s 746us/step - loss: 0.3975 - accuracy: 0.8390
Epoch 39/500
450/450 [==============================] - 0s 746us/step - loss: 0.3974 - accuracy: 0.8385
Epoch 40/500
450/450 [==============================] - 0s 770us/step - loss: 0.3975 - accuracy: 0.8386
Epoch 41/500
450/450 [==============================] - 0s 746us/step - loss: 0.3972 - accuracy: 0.8386
Epoch 42/500
450/450 [==============================] - 0s 755us/step - loss: 0.3968 - accuracy: 0.8396
Epoch 43/500
450/450 [==============================] - 0s 782us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 44/500
450/450 [==============================] - 0s 752us/step - loss: 0.3971 - accuracy: 0.8383
Epoch 45/500
450/450 [==============================] - 0s 765us/step - loss: 0.3965 - accuracy: 0.8378
Epoch 46/500
450/450 [==============================] - 0s 785us/step - loss: 0.3964 - accuracy: 0.8382
Epoch 47/500
450/450 [==============================] - 0s 809us/step - loss: 0.3966 - accuracy: 0.8386
Epoch 48/500
450/450 [==============================] - 0s 788us/step - loss: 0.3965 - accuracy: 0.8382
Epoch 49/500
450/450 [==============================] - 0s 767us/step - loss: 0.3962 - accuracy: 0.8378
Epoch 50/500
450/450 [==============================] - 0s 765us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 51/500
450/450 [==============================] - 0s 941us/step - loss: 0.3964 - accuracy: 0.8375
Epoch 52/500
450/450 [==============================] - 0s 825us/step - loss: 0.3960 - accuracy: 0.8400
Epoch 53/500
450/450 [==============================] - 0s 768us/step - loss: 0.3961 - accuracy: 0.8392
Epoch 54/500
450/450 [==============================] - 0s 765us/step - loss: 0.3959 - accuracy: 0.8376
Epoch 55/500
450/450 [==============================] - 0s 751us/step - loss: 0.3957 - accuracy: 0.8388
Epoch 56/500
450/450 [==============================] - 0s 739us/step - loss: 0.3956 - accuracy: 0.8390
Epoch 57/500
450/450 [==============================] - 0s 772us/step - loss: 0.3956 - accuracy: 0.8392
Epoch 58/500
450/450 [==============================] - 0s 745us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 59/500
450/450 [==============================] - 0s 740us/step - loss: 0.3954 - accuracy: 0.8385
Epoch 60/500
450/450 [==============================] - 0s 827us/step - loss: 0.3954 - accuracy: 0.8378
Epoch 61/500
450/450 [==============================] - 0s 752us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 62/500
450/450 [==============================] - 0s 742us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 63/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8388
Epoch 64/500
450/450 [==============================] - 0s 747us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 65/500
450/450 [==============================] - 0s 767us/step - loss: 0.3947 - accuracy: 0.8390
Epoch 66/500
450/450 [==============================] - 0s 739us/step - loss: 0.3951 - accuracy: 0.8396
Epoch 67/500
450/450 [==============================] - 0s 743us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 68/500
450/450 [==============================] - 0s 755us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 69/500
450/450 [==============================] - 0s 741us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 70/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3947 - accuracy: 0.8390
Epoch 71/500
450/450 [==============================] - 0s 769us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 72/500
450/450 [==============================] - 0s 746us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 73/500
450/450 [==============================] - 0s 788us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 74/500
450/450 [==============================] - 0s 747us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 75/500
450/450 [==============================] - 0s 749us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 76/500
450/450 [==============================] - 0s 763us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 77/500
450/450 [==============================] - 0s 755us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 78/500
450/450 [==============================] - 0s 755us/step - loss: 0.3945 - accuracy: 0.8393
Epoch 79/500
450/450 [==============================] - 0s 759us/step - loss: 0.3946 - accuracy: 0.8386
Epoch 80/500
450/450 [==============================] - 0s 774us/step - loss: 0.3950 - accuracy: 0.8401
Epoch 81/500
450/450 [==============================] - 0s 750us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 82/500
450/450 [==============================] - 0s 745us/step - loss: 0.3948 - accuracy: 0.8400
Epoch 83/500
450/450 [==============================] - 0s 743us/step - loss: 0.3944 - accuracy: 0.8393
Epoch 84/500
450/450 [==============================] - 0s 745us/step - loss: 0.3944 - accuracy: 0.8393
Epoch 85/500
450/450 [==============================] - 0s 761us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 86/500
450/450 [==============================] - 0s 755us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 87/500
450/450 [==============================] - 0s 753us/step - loss: 0.3940 - accuracy: 0.8386
Epoch 88/500
450/450 [==============================] - 0s 765us/step - loss: 0.3944 - accuracy: 0.8400
Epoch 89/500
450/450 [==============================] - 0s 753us/step - loss: 0.3941 - accuracy: 0.8400
Epoch 90/500
450/450 [==============================] - 0s 752us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 91/500
450/450 [==============================] - 0s 764us/step - loss: 0.3941 - accuracy: 0.8379
Epoch 92/500
450/450 [==============================] - 0s 738us/step - loss: 0.3946 - accuracy: 0.8397
Epoch 93/500
450/450 [==============================] - 0s 749us/step - loss: 0.3940 - accuracy: 0.8392
Epoch 94/500
450/450 [==============================] - 0s 762us/step - loss: 0.3943 - accuracy: 0.8386
Epoch 95/500
450/450 [==============================] - 0s 742us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 96/500
450/450 [==============================] - 0s 747us/step - loss: 0.3942 - accuracy: 0.8394
Epoch 97/500
450/450 [==============================] - 0s 778us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 98/500
450/450 [==============================] - 0s 744us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 99/500
450/450 [==============================] - 0s 754us/step - loss: 0.3941 - accuracy: 0.8369
Epoch 100/500
450/450 [==============================] - 0s 744us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 101/500
450/450 [==============================] - 0s 744us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 102/500
450/450 [==============================] - 0s 757us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 103/500
450/450 [==============================] - 0s 757us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 104/500
450/450 [==============================] - 0s 741us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 105/500
450/450 [==============================] - 0s 751us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 106/500
450/450 [==============================] - 0s 756us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 107/500
450/450 [==============================] - 0s 737us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 108/500
450/450 [==============================] - 0s 745us/step - loss: 0.3941 - accuracy: 0.8403
Epoch 109/500
450/450 [==============================] - 0s 760us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 110/500
450/450 [==============================] - 0s 743us/step - loss: 0.3938 - accuracy: 0.8410
Epoch 111/500
450/450 [==============================] - 0s 766us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 112/500
450/450 [==============================] - 0s 749us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 113/500
450/450 [==============================] - 0s 743us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 114/500
450/450 [==============================] - 0s 780us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 115/500
450/450 [==============================] - 0s 755us/step - loss: 0.3941 - accuracy: 0.8385
Epoch 116/500
450/450 [==============================] - 0s 742us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 117/500
450/450 [==============================] - 0s 757us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 118/500
450/450 [==============================] - 0s 766us/step - loss: 0.3938 - accuracy: 0.8399
Epoch 119/500
450/450 [==============================] - 0s 742us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 120/500
450/450 [==============================] - 0s 758us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 121/500
450/450 [==============================] - 0s 747us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 122/500
450/450 [==============================] - 0s 743us/step - loss: 0.3939 - accuracy: 0.8406
Epoch 123/500
450/450 [==============================] - 0s 763us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 124/500
450/450 [==============================] - 0s 748us/step - loss: 0.3939 - accuracy: 0.8382
Epoch 125/500
450/450 [==============================] - 0s 741us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 126/500
450/450 [==============================] - 0s 768us/step - loss: 0.3936 - accuracy: 0.8401
Epoch 127/500
450/450 [==============================] - 0s 741us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 128/500
450/450 [==============================] - 0s 748us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 129/500
450/450 [==============================] - 0s 771us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 130/500
450/450 [==============================] - 0s 749us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 131/500
450/450 [==============================] - 0s 753us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 132/500
450/450 [==============================] - 0s 784us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 133/500
450/450 [==============================] - 0s 745us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 134/500
450/450 [==============================] - 0s 755us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 135/500
450/450 [==============================] - 0s 799us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 136/500
450/450 [==============================] - 0s 755us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 137/500
450/450 [==============================] - 0s 755us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 138/500
450/450 [==============================] - 0s 778us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 139/500
450/450 [==============================] - 0s 770us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 140/500
450/450 [==============================] - 0s 757us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 141/500
450/450 [==============================] - 0s 787us/step - loss: 0.3930 - accuracy: 0.8400
Epoch 142/500
450/450 [==============================] - 0s 770us/step - loss: 0.3929 - accuracy: 0.8392
Epoch 143/500
450/450 [==============================] - 0s 762us/step - loss: 0.3928 - accuracy: 0.8375
Epoch 144/500
450/450 [==============================] - 0s 801us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 145/500
450/450 [==============================] - 0s 751us/step - loss: 0.3928 - accuracy: 0.8392
Epoch 146/500
450/450 [==============================] - 0s 773us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 147/500
450/450 [==============================] - 0s 767us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 148/500
450/450 [==============================] - 0s 752us/step - loss: 0.3922 - accuracy: 0.8390
Epoch 149/500
450/450 [==============================] - 0s 767us/step - loss: 0.3924 - accuracy: 0.8388
Epoch 150/500
450/450 [==============================] - 0s 747us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 151/500
450/450 [==============================] - 0s 749us/step - loss: 0.3924 - accuracy: 0.8390
Epoch 152/500
450/450 [==============================] - 0s 768us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 153/500
450/450 [==============================] - 0s 752us/step - loss: 0.3922 - accuracy: 0.8369
Epoch 154/500
450/450 [==============================] - 0s 765us/step - loss: 0.3923 - accuracy: 0.8390
Epoch 155/500
450/450 [==============================] - 0s 768us/step - loss: 0.3922 - accuracy: 0.8383
Epoch 156/500
450/450 [==============================] - 0s 752us/step - loss: 0.3920 - accuracy: 0.8388
Epoch 157/500
450/450 [==============================] - 0s 748us/step - loss: 0.3918 - accuracy: 0.8397
Epoch 158/500
450/450 [==============================] - 0s 780us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 159/500
450/450 [==============================] - 0s 747us/step - loss: 0.3924 - accuracy: 0.83860s - loss: 0.3945 - accuracy: 0.83
Epoch 160/500
450/450 [==============================] - 0s 751us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 161/500
450/450 [==============================] - 0s 760us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 162/500
450/450 [==============================] - 0s 746us/step - loss: 0.3921 - accuracy: 0.8389
Epoch 163/500
450/450 [==============================] - 0s 743us/step - loss: 0.3917 - accuracy: 0.8386
Epoch 164/500
450/450 [==============================] - 0s 769us/step - loss: 0.3919 - accuracy: 0.8396
Epoch 165/500
450/450 [==============================] - 0s 759us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 166/500
450/450 [==============================] - 0s 740us/step - loss: 0.3919 - accuracy: 0.8396
Epoch 167/500
450/450 [==============================] - 0s 761us/step - loss: 0.3922 - accuracy: 0.8393
Epoch 168/500
450/450 [==============================] - 0s 745us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 169/500
450/450 [==============================] - 0s 738us/step - loss: 0.3920 - accuracy: 0.8388
Epoch 170/500
450/450 [==============================] - 0s 769us/step - loss: 0.3920 - accuracy: 0.8397
Epoch 171/500
450/450 [==============================] - 0s 958us/step - loss: 0.3922 - accuracy: 0.8386
Epoch 172/500
450/450 [==============================] - 0s 977us/step - loss: 0.3919 - accuracy: 0.8401
Epoch 173/500
450/450 [==============================] - 0s 802us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 174/500
450/450 [==============================] - 0s 756us/step - loss: 0.3919 - accuracy: 0.8396
Epoch 175/500
450/450 [==============================] - 0s 761us/step - loss: 0.3920 - accuracy: 0.8396
Epoch 176/500
450/450 [==============================] - 0s 768us/step - loss: 0.3916 - accuracy: 0.8399
Epoch 177/500
450/450 [==============================] - 0s 749us/step - loss: 0.3916 - accuracy: 0.8383
Epoch 178/500
450/450 [==============================] - 0s 756us/step - loss: 0.3919 - accuracy: 0.8399
Epoch 179/500
450/450 [==============================] - 0s 745us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 180/500
450/450 [==============================] - 0s 741us/step - loss: 0.3922 - accuracy: 0.8403
Epoch 181/500
450/450 [==============================] - 0s 765us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 182/500
450/450 [==============================] - 0s 750us/step - loss: 0.3918 - accuracy: 0.8386
Epoch 183/500
450/450 [==============================] - 0s 755us/step - loss: 0.3924 - accuracy: 0.8382
Epoch 184/500
450/450 [==============================] - 0s 862us/step - loss: 0.3916 - accuracy: 0.8400
Epoch 185/500
450/450 [==============================] - 0s 772us/step - loss: 0.3918 - accuracy: 0.8385
Epoch 186/500
450/450 [==============================] - 0s 786us/step - loss: 0.3917 - accuracy: 0.8397
Epoch 187/500
450/450 [==============================] - 0s 769us/step - loss: 0.3916 - accuracy: 0.8399
Epoch 188/500
450/450 [==============================] - 0s 764us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 189/500
450/450 [==============================] - 0s 791us/step - loss: 0.3918 - accuracy: 0.8407
Epoch 190/500
450/450 [==============================] - 0s 836us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 191/500
450/450 [==============================] - 0s 837us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 192/500
450/450 [==============================] - 0s 766us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 193/500
450/450 [==============================] - 0s 745us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 194/500
450/450 [==============================] - 0s 754us/step - loss: 0.3920 - accuracy: 0.8403
Epoch 195/500
450/450 [==============================] - 0s 766us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 196/500
450/450 [==============================] - 0s 742us/step - loss: 0.3920 - accuracy: 0.8383
Epoch 197/500
450/450 [==============================] - 0s 748us/step - loss: 0.3916 - accuracy: 0.8394
Epoch 198/500
450/450 [==============================] - 0s 761us/step - loss: 0.3918 - accuracy: 0.8390
Epoch 199/500
450/450 [==============================] - 0s 740us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 200/500
450/450 [==============================] - 0s 767us/step - loss: 0.3918 - accuracy: 0.8382
Epoch 201/500
450/450 [==============================] - 0s 772us/step - loss: 0.3916 - accuracy: 0.8390
Epoch 202/500
450/450 [==============================] - 0s 751us/step - loss: 0.3916 - accuracy: 0.8390
Epoch 203/500
450/450 [==============================] - 0s 746us/step - loss: 0.3918 - accuracy: 0.8397
Epoch 204/500
450/450 [==============================] - 0s 780us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 205/500
450/450 [==============================] - 0s 749us/step - loss: 0.3920 - accuracy: 0.8388
Epoch 206/500
450/450 [==============================] - 0s 744us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 207/500
450/450 [==============================] - 0s 772us/step - loss: 0.3918 - accuracy: 0.83990s - loss: 0.3916 - accuracy: 0.
Epoch 208/500
450/450 [==============================] - 0s 746us/step - loss: 0.3917 - accuracy: 0.8397
Epoch 209/500
450/450 [==============================] - 0s 748us/step - loss: 0.3918 - accuracy: 0.8396
Epoch 210/500
450/450 [==============================] - 0s 771us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 211/500
450/450 [==============================] - 0s 742us/step - loss: 0.3920 - accuracy: 0.8392
Epoch 212/500
450/450 [==============================] - 0s 752us/step - loss: 0.3917 - accuracy: 0.8407
Epoch 213/500
450/450 [==============================] - 0s 750us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 214/500
450/450 [==============================] - 0s 769us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 215/500
450/450 [==============================] - 0s 801us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 216/500
450/450 [==============================] - 0s 745us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 217/500
450/450 [==============================] - 0s 742us/step - loss: 0.3915 - accuracy: 0.8399
Epoch 218/500
450/450 [==============================] - 0s 792us/step - loss: 0.3920 - accuracy: 0.8403
Epoch 219/500
450/450 [==============================] - 0s 751us/step - loss: 0.3913 - accuracy: 0.8383
Epoch 220/500
450/450 [==============================] - 0s 750us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 221/500
450/450 [==============================] - 0s 768us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 222/500
450/450 [==============================] - 0s 751us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 223/500
450/450 [==============================] - 0s 750us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 224/500
450/450 [==============================] - 0s 771us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 225/500
450/450 [==============================] - 0s 741us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 226/500
450/450 [==============================] - 0s 753us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 227/500
450/450 [==============================] - 0s 773us/step - loss: 0.3915 - accuracy: 0.83900s - loss: 0.3874 - accuracy:
Epoch 228/500
450/450 [==============================] - 0s 747us/step - loss: 0.3917 - accuracy: 0.8379
Epoch 229/500
450/450 [==============================] - 0s 748us/step - loss: 0.3918 - accuracy: 0.8392
Epoch 230/500
450/450 [==============================] - 0s 760us/step - loss: 0.3919 - accuracy: 0.8383
Epoch 231/500
450/450 [==============================] - 0s 739us/step - loss: 0.3917 - accuracy: 0.8378
Epoch 232/500
450/450 [==============================] - 0s 747us/step - loss: 0.3918 - accuracy: 0.8392
Epoch 233/500
450/450 [==============================] - 0s 765us/step - loss: 0.3918 - accuracy: 0.8388
Epoch 234/500
450/450 [==============================] - 0s 754us/step - loss: 0.3916 - accuracy: 0.8376
Epoch 235/500
450/450 [==============================] - 0s 745us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 236/500
450/450 [==============================] - 0s 862us/step - loss: 0.3915 - accuracy: 0.8393
Epoch 237/500
450/450 [==============================] - 0s 743us/step - loss: 0.3917 - accuracy: 0.8400
Epoch 238/500
450/450 [==============================] - 0s 770us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 239/500
450/450 [==============================] - 0s 758us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 240/500
450/450 [==============================] - 0s 751us/step - loss: 0.3918 - accuracy: 0.8386
Epoch 241/500
450/450 [==============================] - 0s 757us/step - loss: 0.3916 - accuracy: 0.8379
Epoch 242/500
450/450 [==============================] - 0s 751us/step - loss: 0.3912 - accuracy: 0.8389
Epoch 243/500
450/450 [==============================] - 0s 743us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 244/500
450/450 [==============================] - 0s 767us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 245/500
450/450 [==============================] - 0s 748us/step - loss: 0.3912 - accuracy: 0.8406
Epoch 246/500
450/450 [==============================] - 0s 741us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 247/500
450/450 [==============================] - 0s 803us/step - loss: 0.3917 - accuracy: 0.8388
Epoch 248/500
450/450 [==============================] - 0s 746us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 249/500
450/450 [==============================] - 0s 742us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 250/500
450/450 [==============================] - 0s 758us/step - loss: 0.3917 - accuracy: 0.8383
Epoch 251/500
450/450 [==============================] - 0s 756us/step - loss: 0.3916 - accuracy: 0.8401
Epoch 252/500
450/450 [==============================] - 0s 746us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 253/500
450/450 [==============================] - 0s 767us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 254/500
450/450 [==============================] - 0s 753us/step - loss: 0.3916 - accuracy: 0.8400
Epoch 255/500
450/450 [==============================] - 0s 743us/step - loss: 0.3916 - accuracy: 0.8393
Epoch 256/500
450/450 [==============================] - 0s 770us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 257/500
450/450 [==============================] - 0s 744us/step - loss: 0.3915 - accuracy: 0.8393
Epoch 258/500
450/450 [==============================] - 0s 750us/step - loss: 0.3915 - accuracy: 0.8379
Epoch 259/500
450/450 [==============================] - 0s 805us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 260/500
450/450 [==============================] - 0s 745us/step - loss: 0.3916 - accuracy: 0.8396
Epoch 261/500
450/450 [==============================] - 0s 744us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 262/500
450/450 [==============================] - 0s 760us/step - loss: 0.3917 - accuracy: 0.8392
Epoch 263/500
450/450 [==============================] - 0s 747us/step - loss: 0.3911 - accuracy: 0.8415
Epoch 264/500
450/450 [==============================] - 0s 745us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 265/500
450/450 [==============================] - 0s 773us/step - loss: 0.3917 - accuracy: 0.8393
Epoch 266/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3916 - accuracy: 0.8392
Epoch 267/500
450/450 [==============================] - 0s 786us/step - loss: 0.3918 - accuracy: 0.8368
Epoch 268/500
450/450 [==============================] - 0s 749us/step - loss: 0.3919 - accuracy: 0.83920s - loss: 0.3910 - accuracy: 0.
Epoch 269/500
450/450 [==============================] - 0s 748us/step - loss: 0.3915 - accuracy: 0.8403
Epoch 270/500
450/450 [==============================] - 0s 773us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 271/500
450/450 [==============================] - 0s 745us/step - loss: 0.3917 - accuracy: 0.8383
Epoch 272/500
450/450 [==============================] - 0s 762us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 273/500
450/450 [==============================] - 0s 746us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 274/500
450/450 [==============================] - 0s 751us/step - loss: 0.3919 - accuracy: 0.8388
Epoch 275/500
450/450 [==============================] - 0s 754us/step - loss: 0.3913 - accuracy: 0.8403
Epoch 276/500
450/450 [==============================] - 0s 772us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 277/500
450/450 [==============================] - 0s 743us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 278/500
450/450 [==============================] - 0s 753us/step - loss: 0.3914 - accuracy: 0.8397
Epoch 279/500
450/450 [==============================] - 0s 761us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 280/500
450/450 [==============================] - 0s 749us/step - loss: 0.3915 - accuracy: 0.8390
Epoch 281/500
450/450 [==============================] - 0s 747us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 282/500
450/450 [==============================] - 0s 764us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 283/500
450/450 [==============================] - 0s 743us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 284/500
450/450 [==============================] - 0s 745us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 285/500
450/450 [==============================] - 0s 772us/step - loss: 0.3916 - accuracy: 0.8397
Epoch 286/500
450/450 [==============================] - 0s 746us/step - loss: 0.3916 - accuracy: 0.8379
Epoch 287/500
450/450 [==============================] - 0s 757us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 288/500
450/450 [==============================] - 0s 766us/step - loss: 0.3915 - accuracy: 0.8382
Epoch 289/500
450/450 [==============================] - 0s 741us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 290/500
450/450 [==============================] - 0s 750us/step - loss: 0.3914 - accuracy: 0.8397
Epoch 291/500
450/450 [==============================] - 0s 773us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 292/500
450/450 [==============================] - 0s 747us/step - loss: 0.3914 - accuracy: 0.8378
Epoch 293/500
450/450 [==============================] - 0s 764us/step - loss: 0.3915 - accuracy: 0.8406
Epoch 294/500
450/450 [==============================] - 0s 745us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 295/500
450/450 [==============================] - 0s 748us/step - loss: 0.3912 - accuracy: 0.8389
Epoch 296/500
450/450 [==============================] - 0s 779us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 297/500
450/450 [==============================] - 0s 741us/step - loss: 0.3915 - accuracy: 0.8397
Epoch 298/500
450/450 [==============================] - 0s 744us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 299/500
450/450 [==============================] - 0s 772us/step - loss: 0.3918 - accuracy: 0.8392
Epoch 300/500
450/450 [==============================] - 0s 746us/step - loss: 0.3913 - accuracy: 0.8399
Epoch 301/500
450/450 [==============================] - 0s 759us/step - loss: 0.3914 - accuracy: 0.8375
Epoch 302/500
450/450 [==============================] - 0s 768us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 303/500
450/450 [==============================] - 0s 731us/step - loss: 0.3914 - accuracy: 0.8397
Epoch 304/500
450/450 [==============================] - 0s 767us/step - loss: 0.3911 - accuracy: 0.8394
Epoch 305/500
450/450 [==============================] - 0s 814us/step - loss: 0.3917 - accuracy: 0.8406
Epoch 306/500
450/450 [==============================] - 0s 791us/step - loss: 0.3912 - accuracy: 0.8378
Epoch 307/500
450/450 [==============================] - 0s 762us/step - loss: 0.3915 - accuracy: 0.8401
Epoch 308/500
450/450 [==============================] - 0s 775us/step - loss: 0.3917 - accuracy: 0.8379
Epoch 309/500
450/450 [==============================] - 0s 743us/step - loss: 0.3915 - accuracy: 0.8378
Epoch 310/500
450/450 [==============================] - 0s 756us/step - loss: 0.3915 - accuracy: 0.8396
Epoch 311/500
450/450 [==============================] - 0s 803us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 312/500
450/450 [==============================] - 0s 757us/step - loss: 0.3912 - accuracy: 0.8371
Epoch 313/500
450/450 [==============================] - 0s 745us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 314/500
450/450 [==============================] - 0s 774us/step - loss: 0.3915 - accuracy: 0.8394
Epoch 315/500
450/450 [==============================] - 0s 753us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 316/500
450/450 [==============================] - 0s 764us/step - loss: 0.3912 - accuracy: 0.8394
Epoch 317/500
450/450 [==============================] - 0s 768us/step - loss: 0.3915 - accuracy: 0.8382
Epoch 318/500
450/450 [==============================] - 0s 745us/step - loss: 0.3916 - accuracy: 0.8392
Epoch 319/500
450/450 [==============================] - 0s 745us/step - loss: 0.3917 - accuracy: 0.8386
Epoch 320/500
450/450 [==============================] - 0s 778us/step - loss: 0.3913 - accuracy: 0.8394
Epoch 321/500
450/450 [==============================] - 0s 743us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 322/500
450/450 [==============================] - 0s 753us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 323/500
450/450 [==============================] - 0s 753us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 324/500
450/450 [==============================] - 0s 743us/step - loss: 0.3915 - accuracy: 0.8397
Epoch 325/500
450/450 [==============================] - 0s 770us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 326/500
450/450 [==============================] - 0s 743us/step - loss: 0.3915 - accuracy: 0.83790s - loss: 0.3904 - accuracy: 0.83
Epoch 327/500
450/450 [==============================] - 0s 808us/step - loss: 0.3913 - accuracy: 0.8406
Epoch 328/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3916 - accuracy: 0.8406
Epoch 329/500
450/450 [==============================] - 0s 750us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 330/500
450/450 [==============================] - 0s 873us/step - loss: 0.3919 - accuracy: 0.83680s - loss: 0.3888 - accuracy: 0.83
Epoch 331/500
450/450 [==============================] - 0s 939us/step - loss: 0.3917 - accuracy: 0.8385
Epoch 332/500
450/450 [==============================] - 0s 950us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 333/500
450/450 [==============================] - 0s 857us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 334/500
450/450 [==============================] - 0s 803us/step - loss: 0.3913 - accuracy: 0.8400
Epoch 335/500
450/450 [==============================] - 0s 771us/step - loss: 0.3916 - accuracy: 0.8397
Epoch 336/500
450/450 [==============================] - 0s 852us/step - loss: 0.3919 - accuracy: 0.8378
Epoch 337/500
450/450 [==============================] - 0s 816us/step - loss: 0.3915 - accuracy: 0.83880s - loss: 0.3914 - accuracy: 0.83
Epoch 338/500
450/450 [==============================] - 0s 769us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 339/500
450/450 [==============================] - 0s 764us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 340/500
450/450 [==============================] - 0s 785us/step - loss: 0.3918 - accuracy: 0.8386
Epoch 341/500
450/450 [==============================] - 0s 780us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 342/500
450/450 [==============================] - 0s 780us/step - loss: 0.3915 - accuracy: 0.8376
Epoch 343/500
450/450 [==============================] - 0s 793us/step - loss: 0.3914 - accuracy: 0.8404
Epoch 344/500
450/450 [==============================] - 0s 860us/step - loss: 0.3913 - accuracy: 0.8401
Epoch 345/500
450/450 [==============================] - 0s 831us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 346/500
450/450 [==============================] - 0s 770us/step - loss: 0.3913 - accuracy: 0.8394
Epoch 347/500
450/450 [==============================] - 0s 744us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 348/500
450/450 [==============================] - 0s 746us/step - loss: 0.3920 - accuracy: 0.8382
Epoch 349/500
450/450 [==============================] - 0s 765us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 350/500
450/450 [==============================] - 0s 759us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 351/500
450/450 [==============================] - 0s 950us/step - loss: 0.3912 - accuracy: 0.8393
Epoch 352/500
450/450 [==============================] - 0s 769us/step - loss: 0.3913 - accuracy: 0.8379
Epoch 353/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8396
Epoch 354/500
450/450 [==============================] - 0s 761us/step - loss: 0.3915 - accuracy: 0.8396
Epoch 355/500
450/450 [==============================] - 0s 997us/step - loss: 0.3917 - accuracy: 0.8386
Epoch 356/500
450/450 [==============================] - 0s 883us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 357/500
450/450 [==============================] - 0s 859us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 358/500
450/450 [==============================] - 0s 851us/step - loss: 0.3913 - accuracy: 0.8394
Epoch 359/500
450/450 [==============================] - 0s 764us/step - loss: 0.3909 - accuracy: 0.8386
Epoch 360/500
450/450 [==============================] - 0s 781us/step - loss: 0.3916 - accuracy: 0.8375
Epoch 361/500
450/450 [==============================] - 0s 745us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 362/500
450/450 [==============================] - 0s 816us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 363/500
450/450 [==============================] - 0s 747us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 364/500
450/450 [==============================] - 0s 749us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 365/500
450/450 [==============================] - 0s 744us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 366/500
450/450 [==============================] - 0s 759us/step - loss: 0.3909 - accuracy: 0.8392
Epoch 367/500
450/450 [==============================] - 0s 747us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 368/500
450/450 [==============================] - 0s 773us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 369/500
450/450 [==============================] - 0s 752us/step - loss: 0.3912 - accuracy: 0.8397
Epoch 370/500
450/450 [==============================] - 0s 759us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 371/500
450/450 [==============================] - 0s 778us/step - loss: 0.3909 - accuracy: 0.8396
Epoch 372/500
450/450 [==============================] - 0s 927us/step - loss: 0.3911 - accuracy: 0.8389
Epoch 373/500
450/450 [==============================] - 0s 814us/step - loss: 0.3914 - accuracy: 0.8400
Epoch 374/500
450/450 [==============================] - 0s 804us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 375/500
450/450 [==============================] - 0s 754us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 376/500
450/450 [==============================] - 0s 759us/step - loss: 0.3916 - accuracy: 0.8396
Epoch 377/500
450/450 [==============================] - 0s 765us/step - loss: 0.3914 - accuracy: 0.8403
Epoch 378/500
450/450 [==============================] - 0s 745us/step - loss: 0.3916 - accuracy: 0.8404
Epoch 379/500
450/450 [==============================] - 0s 765us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 380/500
450/450 [==============================] - 0s 747us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 381/500
450/450 [==============================] - 0s 747us/step - loss: 0.3910 - accuracy: 0.8401
Epoch 382/500
450/450 [==============================] - 0s 767us/step - loss: 0.3914 - accuracy: 0.8397
Epoch 383/500
450/450 [==============================] - 0s 753us/step - loss: 0.3915 - accuracy: 0.8394
Epoch 384/500
450/450 [==============================] - 0s 751us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 385/500
450/450 [==============================] - 0s 769us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 386/500
450/450 [==============================] - 0s 748us/step - loss: 0.3918 - accuracy: 0.8385
Epoch 387/500
450/450 [==============================] - 0s 743us/step - loss: 0.3914 - accuracy: 0.8403
Epoch 388/500
450/450 [==============================] - 0s 798us/step - loss: 0.3913 - accuracy: 0.8383
Epoch 389/500
450/450 [==============================] - 0s 761us/step - loss: 0.3910 - accuracy: 0.8393
Epoch 390/500
450/450 [==============================] - 0s 745us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 391/500
450/450 [==============================] - 0s 775us/step - loss: 0.3917 - accuracy: 0.8378
Epoch 392/500
450/450 [==============================] - 0s 764us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 393/500
450/450 [==============================] - 0s 763us/step - loss: 0.3911 - accuracy: 0.8403
Epoch 394/500
450/450 [==============================] - 0s 778us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 395/500
450/450 [==============================] - 0s 751us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 396/500
450/450 [==============================] - 0s 760us/step - loss: 0.3914 - accuracy: 0.8390
Epoch 397/500
450/450 [==============================] - 0s 748us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 398/500
450/450 [==============================] - 0s 749us/step - loss: 0.3913 - accuracy: 0.8399
Epoch 399/500
450/450 [==============================] - 0s 755us/step - loss: 0.3912 - accuracy: 0.8385
Epoch 400/500
450/450 [==============================] - 0s 767us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 401/500
450/450 [==============================] - 0s 761us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 402/500
450/450 [==============================] - 0s 770us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 403/500
450/450 [==============================] - 0s 760us/step - loss: 0.3915 - accuracy: 0.8400
Epoch 404/500
450/450 [==============================] - 0s 753us/step - loss: 0.3914 - accuracy: 0.8396
Epoch 405/500
450/450 [==============================] - 0s 754us/step - loss: 0.3911 - accuracy: 0.8382
Epoch 406/500
450/450 [==============================] - 0s 843us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 407/500
450/450 [==============================] - 0s 751us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 408/500
450/450 [==============================] - 0s 760us/step - loss: 0.3913 - accuracy: 0.8394
Epoch 409/500
450/450 [==============================] - 0s 754us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 410/500
450/450 [==============================] - 0s 746us/step - loss: 0.3916 - accuracy: 0.8382
Epoch 411/500
450/450 [==============================] - 0s 762us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 412/500
450/450 [==============================] - 0s 750us/step - loss: 0.3910 - accuracy: 0.83760s - loss: 0.3867 - accuracy: 0.83
Epoch 413/500
450/450 [==============================] - 0s 744us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 414/500
450/450 [==============================] - 0s 762us/step - loss: 0.3918 - accuracy: 0.8407
Epoch 415/500
450/450 [==============================] - 0s 745us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 416/500
450/450 [==============================] - 0s 764us/step - loss: 0.3910 - accuracy: 0.8386
Epoch 417/500
450/450 [==============================] - 0s 772us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 418/500
450/450 [==============================] - 0s 753us/step - loss: 0.3913 - accuracy: 0.8386
Epoch 419/500
450/450 [==============================] - 0s 751us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 420/500
450/450 [==============================] - 0s 759us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 421/500
450/450 [==============================] - 0s 758us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 422/500
450/450 [==============================] - 0s 828us/step - loss: 0.3914 - accuracy: 0.8396
Epoch 423/500
450/450 [==============================] - 0s 771us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 424/500
450/450 [==============================] - 0s 757us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 425/500
450/450 [==============================] - 0s 743us/step - loss: 0.3915 - accuracy: 0.8392
Epoch 426/500
450/450 [==============================] - 0s 757us/step - loss: 0.3915 - accuracy: 0.8390
Epoch 427/500
450/450 [==============================] - 0s 776us/step - loss: 0.3912 - accuracy: 0.8383
Epoch 428/500
450/450 [==============================] - 0s 748us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 429/500
450/450 [==============================] - 0s 765us/step - loss: 0.3913 - accuracy: 0.8368
Epoch 430/500
450/450 [==============================] - 0s 758us/step - loss: 0.3915 - accuracy: 0.8378
Epoch 431/500
450/450 [==============================] - 0s 767us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 432/500
450/450 [==============================] - 0s 758us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 433/500
450/450 [==============================] - 0s 750us/step - loss: 0.3912 - accuracy: 0.8396
Epoch 434/500
450/450 [==============================] - 0s 748us/step - loss: 0.3911 - accuracy: 0.8394
Epoch 435/500
450/450 [==============================] - 0s 772us/step - loss: 0.3915 - accuracy: 0.8396
Epoch 436/500
450/450 [==============================] - 0s 750us/step - loss: 0.3911 - accuracy: 0.8400
Epoch 437/500
450/450 [==============================] - 0s 741us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 438/500
450/450 [==============================] - 0s 774us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 439/500
450/450 [==============================] - 0s 758us/step - loss: 0.3912 - accuracy: 0.8399
Epoch 440/500
450/450 [==============================] - 0s 762us/step - loss: 0.3917 - accuracy: 0.8400
Epoch 441/500
450/450 [==============================] - 0s 757us/step - loss: 0.3913 - accuracy: 0.8399
Epoch 442/500
450/450 [==============================] - 0s 777us/step - loss: 0.3915 - accuracy: 0.8392
Epoch 443/500
450/450 [==============================] - 0s 751us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 444/500
450/450 [==============================] - 0s 744us/step - loss: 0.3911 - accuracy: 0.8396
Epoch 445/500
450/450 [==============================] - 0s 751us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 446/500
450/450 [==============================] - 0s 763us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 447/500
450/450 [==============================] - 0s 770us/step - loss: 0.3913 - accuracy: 0.8375
Epoch 448/500
450/450 [==============================] - 0s 751us/step - loss: 0.3910 - accuracy: 0.8386
Epoch 449/500
450/450 [==============================] - 0s 775us/step - loss: 0.3915 - accuracy: 0.8400
Epoch 450/500
450/450 [==============================] - 0s 742us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 451/500
450/450 [==============================] - 0s 750us/step - loss: 0.3911 - accuracy: 0.8381
Epoch 452/500
450/450 [==============================] - 0s 775us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 453/500
450/450 [==============================] - 0s 741us/step - loss: 0.3909 - accuracy: 0.8383
Epoch 454/500
450/450 [==============================] - 0s 748us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 455/500
450/450 [==============================] - 0s 760us/step - loss: 0.3916 - accuracy: 0.8392
Epoch 456/500
450/450 [==============================] - 0s 754us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 457/500
450/450 [==============================] - 0s 754us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 458/500
450/450 [==============================] - 0s 775us/step - loss: 0.3911 - accuracy: 0.8392
Epoch 459/500
450/450 [==============================] - 0s 742us/step - loss: 0.3915 - accuracy: 0.8406
Epoch 460/500
450/450 [==============================] - 0s 748us/step - loss: 0.3913 - accuracy: 0.8378
Epoch 461/500
450/450 [==============================] - 0s 782us/step - loss: 0.3911 - accuracy: 0.8389
Epoch 462/500
450/450 [==============================] - 0s 750us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 463/500
450/450 [==============================] - 0s 746us/step - loss: 0.3916 - accuracy: 0.8397
Epoch 464/500
450/450 [==============================] - 0s 804us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 465/500
450/450 [==============================] - 0s 742us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 466/500
450/450 [==============================] - 0s 752us/step - loss: 0.3911 - accuracy: 0.8397
Epoch 467/500
450/450 [==============================] - 0s 776us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 468/500
450/450 [==============================] - 0s 751us/step - loss: 0.3915 - accuracy: 0.8394
Epoch 469/500
450/450 [==============================] - 0s 750us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 470/500
450/450 [==============================] - 0s 762us/step - loss: 0.3913 - accuracy: 0.8397
Epoch 471/500
450/450 [==============================] - 0s 743us/step - loss: 0.3914 - accuracy: 0.8400
Epoch 472/500
450/450 [==============================] - 0s 767us/step - loss: 0.3915 - accuracy: 0.8394
Epoch 473/500
450/450 [==============================] - 0s 750us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 474/500
450/450 [==============================] - 0s 807us/step - loss: 0.3912 - accuracy: 0.8399
Epoch 475/500
450/450 [==============================] - 0s 780us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 476/500
450/450 [==============================] - 0s 748us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 477/500
450/450 [==============================] - 0s 751us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 478/500
450/450 [==============================] - 0s 769us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 479/500
450/450 [==============================] - 0s 765us/step - loss: 0.3913 - accuracy: 0.8386
Epoch 480/500
450/450 [==============================] - 0s 761us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 481/500
450/450 [==============================] - 0s 763us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 482/500
450/450 [==============================] - 0s 757us/step - loss: 0.3915 - accuracy: 0.8393
Epoch 483/500
450/450 [==============================] - 0s 892us/step - loss: 0.3912 - accuracy: 0.8378
Epoch 484/500
450/450 [==============================] - 0s 776us/step - loss: 0.3915 - accuracy: 0.8393
Epoch 485/500
450/450 [==============================] - 0s 761us/step - loss: 0.3911 - accuracy: 0.8397
Epoch 486/500
450/450 [==============================] - 0s 792us/step - loss: 0.3909 - accuracy: 0.8397
Epoch 487/500
450/450 [==============================] - 0s 757us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 488/500
450/450 [==============================] - 0s 754us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 489/500
450/450 [==============================] - 0s 763us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 490/500
450/450 [==============================] - 0s 795us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 491/500
450/450 [==============================] - 0s 754us/step - loss: 0.3909 - accuracy: 0.8407
Epoch 492/500
450/450 [==============================] - 0s 778us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 493/500
450/450 [==============================] - 0s 758us/step - loss: 0.3914 - accuracy: 0.8396
Epoch 494/500
450/450 [==============================] - 0s 751us/step - loss: 0.3909 - accuracy: 0.8368
Epoch 495/500
450/450 [==============================] - 0s 770us/step - loss: 0.3914 - accuracy: 0.8379
Epoch 496/500
450/450 [==============================] - 0s 748us/step - loss: 0.3914 - accuracy: 0.8403
Epoch 497/500
450/450 [==============================] - 0s 754us/step - loss: 0.3913 - accuracy: 0.8386
Epoch 498/500
450/450 [==============================] - 0s 772us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 499/500
450/450 [==============================] - 0s 753us/step - loss: 0.3908 - accuracy: 0.8379
Epoch 500/500
450/450 [==============================] - 0s 752us/step - loss: 0.3911 - accuracy: 0.8396
Epoch 1/500
450/450 [==============================] - 0s 811us/step - loss: 0.5280 - accuracy: 0.7962
Epoch 2/500
450/450 [==============================] - 0s 768us/step - loss: 0.4351 - accuracy: 0.7964
Epoch 3/500
450/450 [==============================] - 0s 780us/step - loss: 0.4296 - accuracy: 0.7964
Epoch 4/500
450/450 [==============================] - 0s 786us/step - loss: 0.4254 - accuracy: 0.7964
Epoch 5/500
450/450 [==============================] - 0s 740us/step - loss: 0.4221 - accuracy: 0.8089
Epoch 6/500
450/450 [==============================] - 0s 799us/step - loss: 0.4200 - accuracy: 0.8229
Epoch 7/500
450/450 [==============================] - 0s 799us/step - loss: 0.4186 - accuracy: 0.8269
Epoch 8/500
450/450 [==============================] - 0s 742us/step - loss: 0.4176 - accuracy: 0.8285
Epoch 9/500
450/450 [==============================] - 0s 766us/step - loss: 0.4163 - accuracy: 0.8304
Epoch 10/500
450/450 [==============================] - 0s 746us/step - loss: 0.4140 - accuracy: 0.8315
Epoch 11/500
450/450 [==============================] - 0s 739us/step - loss: 0.4117 - accuracy: 0.8342
Epoch 12/500
450/450 [==============================] - 0s 762us/step - loss: 0.4097 - accuracy: 0.8340
Epoch 13/500
450/450 [==============================] - 0s 746us/step - loss: 0.4082 - accuracy: 0.8343
Epoch 14/500
450/450 [==============================] - 0s 739us/step - loss: 0.4070 - accuracy: 0.8333
Epoch 15/500
450/450 [==============================] - 0s 764us/step - loss: 0.4061 - accuracy: 0.8351
Epoch 16/500
450/450 [==============================] - 0s 755us/step - loss: 0.4050 - accuracy: 0.8349
Epoch 17/500
450/450 [==============================] - 0s 742us/step - loss: 0.4044 - accuracy: 0.8346
Epoch 18/500
450/450 [==============================] - 0s 768us/step - loss: 0.4034 - accuracy: 0.8356
Epoch 19/500
450/450 [==============================] - 0s 744us/step - loss: 0.4031 - accuracy: 0.8356
Epoch 20/500
450/450 [==============================] - 0s 746us/step - loss: 0.4027 - accuracy: 0.83530s - loss: 0.4030 - accuracy:
Epoch 21/500
450/450 [==============================] - 0s 748us/step - loss: 0.4022 - accuracy: 0.8351
Epoch 22/500
450/450 [==============================] - 0s 779us/step - loss: 0.4017 - accuracy: 0.8358
Epoch 23/500
450/450 [==============================] - 0s 818us/step - loss: 0.4017 - accuracy: 0.8363
Epoch 24/500
450/450 [==============================] - 0s 910us/step - loss: 0.4010 - accuracy: 0.83610s - loss: 0.3999 - accura
Epoch 25/500
450/450 [==============================] - 0s 828us/step - loss: 0.4008 - accuracy: 0.8344
Epoch 26/500
450/450 [==============================] - 0s 771us/step - loss: 0.4007 - accuracy: 0.8369
Epoch 27/500
450/450 [==============================] - 0s 767us/step - loss: 0.3996 - accuracy: 0.8343
Epoch 28/500
450/450 [==============================] - 0s 852us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 29/500
450/450 [==============================] - 0s 812us/step - loss: 0.3997 - accuracy: 0.8357
Epoch 30/500
450/450 [==============================] - 0s 875us/step - loss: 0.3993 - accuracy: 0.8356
Epoch 31/500
450/450 [==============================] - 0s 824us/step - loss: 0.3988 - accuracy: 0.8365
Epoch 32/500
450/450 [==============================] - 0s 749us/step - loss: 0.3984 - accuracy: 0.8364
Epoch 33/500
450/450 [==============================] - 0s 742us/step - loss: 0.3980 - accuracy: 0.8388
Epoch 34/500
450/450 [==============================] - 0s 747us/step - loss: 0.3975 - accuracy: 0.8360
Epoch 35/500
450/450 [==============================] - 0s 765us/step - loss: 0.3972 - accuracy: 0.8360
Epoch 36/500
450/450 [==============================] - 0s 741us/step - loss: 0.3968 - accuracy: 0.8357
Epoch 37/500
450/450 [==============================] - 0s 775us/step - loss: 0.3964 - accuracy: 0.8363
Epoch 38/500
450/450 [==============================] - 0s 758us/step - loss: 0.3966 - accuracy: 0.8371
Epoch 39/500
450/450 [==============================] - 0s 750us/step - loss: 0.3961 - accuracy: 0.8358
Epoch 40/500
450/450 [==============================] - 0s 793us/step - loss: 0.3964 - accuracy: 0.8365
Epoch 41/500
450/450 [==============================] - 0s 751us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 42/500
450/450 [==============================] - 0s 747us/step - loss: 0.3956 - accuracy: 0.8360
Epoch 43/500
450/450 [==============================] - 0s 781us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 44/500
450/450 [==============================] - 0s 760us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 45/500
450/450 [==============================] - 0s 757us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 46/500
450/450 [==============================] - 0s 770us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 47/500
450/450 [==============================] - 0s 750us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 48/500
450/450 [==============================] - 0s 748us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 49/500
450/450 [==============================] - 0s 770us/step - loss: 0.3943 - accuracy: 0.8364
Epoch 50/500
450/450 [==============================] - 0s 751us/step - loss: 0.3944 - accuracy: 0.8353
Epoch 51/500
450/450 [==============================] - 0s 748us/step - loss: 0.3943 - accuracy: 0.8367
Epoch 52/500
450/450 [==============================] - 0s 761us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 53/500
450/450 [==============================] - 0s 743us/step - loss: 0.3941 - accuracy: 0.8360
Epoch 54/500
450/450 [==============================] - 0s 741us/step - loss: 0.3941 - accuracy: 0.8375
Epoch 55/500
450/450 [==============================] - 0s 812us/step - loss: 0.3942 - accuracy: 0.8372
Epoch 56/500
450/450 [==============================] - 0s 741us/step - loss: 0.3942 - accuracy: 0.8356
Epoch 57/500
450/450 [==============================] - 0s 752us/step - loss: 0.3940 - accuracy: 0.83610s - loss: 0.3918 - accuracy: 0.
Epoch 58/500
450/450 [==============================] - 0s 770us/step - loss: 0.3939 - accuracy: 0.8364
Epoch 59/500
450/450 [==============================] - 0s 748us/step - loss: 0.3938 - accuracy: 0.8369
Epoch 60/500
450/450 [==============================] - 0s 741us/step - loss: 0.3937 - accuracy: 0.8369
Epoch 61/500
450/450 [==============================] - 0s 772us/step - loss: 0.3934 - accuracy: 0.8353
Epoch 62/500
450/450 [==============================] - 0s 760us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 63/500
450/450 [==============================] - 0s 741us/step - loss: 0.3938 - accuracy: 0.8361
Epoch 64/500
450/450 [==============================] - 0s 762us/step - loss: 0.3933 - accuracy: 0.8367
Epoch 65/500
450/450 [==============================] - 0s 738us/step - loss: 0.3936 - accuracy: 0.8363
Epoch 66/500
450/450 [==============================] - 0s 763us/step - loss: 0.3935 - accuracy: 0.8371
Epoch 67/500
450/450 [==============================] - 0s 747us/step - loss: 0.3936 - accuracy: 0.8358
Epoch 68/500
450/450 [==============================] - 0s 752us/step - loss: 0.3933 - accuracy: 0.8368
Epoch 69/500
450/450 [==============================] - 0s 744us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 70/500
450/450 [==============================] - 0s 777us/step - loss: 0.3932 - accuracy: 0.8354
Epoch 71/500
450/450 [==============================] - 0s 741us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 72/500
450/450 [==============================] - 0s 765us/step - loss: 0.3934 - accuracy: 0.8364
Epoch 73/500
450/450 [==============================] - 0s 752us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 74/500
450/450 [==============================] - 0s 743us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 75/500
450/450 [==============================] - 0s 733us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 76/500
450/450 [==============================] - 0s 916us/step - loss: 0.3932 - accuracy: 0.8361
Epoch 77/500
450/450 [==============================] - 0s 751us/step - loss: 0.3934 - accuracy: 0.83670s - loss: 0.3890 - accuracy: 0.83
Epoch 78/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3929 - accuracy: 0.8392
Epoch 79/500
450/450 [==============================] - 0s 766us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 80/500
450/450 [==============================] - 0s 745us/step - loss: 0.3928 - accuracy: 0.8381
Epoch 81/500
450/450 [==============================] - 0s 768us/step - loss: 0.3929 - accuracy: 0.8356
Epoch 82/500
450/450 [==============================] - 0s 732us/step - loss: 0.3927 - accuracy: 0.8365
Epoch 83/500
450/450 [==============================] - 0s 744us/step - loss: 0.3928 - accuracy: 0.8376
Epoch 84/500
450/450 [==============================] - 0s 754us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 85/500
450/450 [==============================] - 0s 738us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 86/500
450/450 [==============================] - 0s 760us/step - loss: 0.3926 - accuracy: 0.8369
Epoch 87/500
450/450 [==============================] - 0s 752us/step - loss: 0.3928 - accuracy: 0.8381
Epoch 88/500
450/450 [==============================] - 0s 766us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 89/500
450/450 [==============================] - 0s 751us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 90/500
450/450 [==============================] - 0s 754us/step - loss: 0.3930 - accuracy: 0.8363
Epoch 91/500
450/450 [==============================] - 0s 780us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 92/500
450/450 [==============================] - 0s 768us/step - loss: 0.3923 - accuracy: 0.8382
Epoch 93/500
450/450 [==============================] - 0s 762us/step - loss: 0.3928 - accuracy: 0.8375
Epoch 94/500
450/450 [==============================] - 0s 747us/step - loss: 0.3928 - accuracy: 0.8372
Epoch 95/500
450/450 [==============================] - 0s 760us/step - loss: 0.3925 - accuracy: 0.8364
Epoch 96/500
450/450 [==============================] - 0s 749us/step - loss: 0.3927 - accuracy: 0.8368
Epoch 97/500
450/450 [==============================] - 0s 745us/step - loss: 0.3927 - accuracy: 0.8372
Epoch 98/500
450/450 [==============================] - 0s 755us/step - loss: 0.3929 - accuracy: 0.8363
Epoch 99/500
450/450 [==============================] - 0s 750us/step - loss: 0.3922 - accuracy: 0.8365
Epoch 100/500
450/450 [==============================] - 0s 743us/step - loss: 0.3928 - accuracy: 0.8367
Epoch 101/500
450/450 [==============================] - 0s 764us/step - loss: 0.3926 - accuracy: 0.8367
Epoch 102/500
450/450 [==============================] - 0s 755us/step - loss: 0.3924 - accuracy: 0.8371
Epoch 103/500
450/450 [==============================] - 0s 742us/step - loss: 0.3924 - accuracy: 0.8365
Epoch 104/500
450/450 [==============================] - 0s 768us/step - loss: 0.3928 - accuracy: 0.8375
Epoch 105/500
450/450 [==============================] - 0s 747us/step - loss: 0.3926 - accuracy: 0.8376
Epoch 106/500
450/450 [==============================] - 0s 745us/step - loss: 0.3923 - accuracy: 0.8375
Epoch 107/500
450/450 [==============================] - 0s 776us/step - loss: 0.3925 - accuracy: 0.8361
Epoch 108/500
450/450 [==============================] - 0s 743us/step - loss: 0.3923 - accuracy: 0.8372
Epoch 109/500
450/450 [==============================] - 0s 740us/step - loss: 0.3925 - accuracy: 0.8372
Epoch 110/500
450/450 [==============================] - 0s 834us/step - loss: 0.3922 - accuracy: 0.8376
Epoch 111/500
450/450 [==============================] - 0s 772us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 112/500
450/450 [==============================] - 0s 800us/step - loss: 0.3924 - accuracy: 0.8382
Epoch 113/500
450/450 [==============================] - 0s 774us/step - loss: 0.3923 - accuracy: 0.8364
Epoch 114/500
450/450 [==============================] - 0s 764us/step - loss: 0.3923 - accuracy: 0.8374
Epoch 115/500
450/450 [==============================] - 0s 803us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 116/500
450/450 [==============================] - 0s 818us/step - loss: 0.3920 - accuracy: 0.8356
Epoch 117/500
450/450 [==============================] - 0s 803us/step - loss: 0.3921 - accuracy: 0.8389
Epoch 118/500
450/450 [==============================] - 0s 764us/step - loss: 0.3924 - accuracy: 0.8363
Epoch 119/500
450/450 [==============================] - 0s 744us/step - loss: 0.3920 - accuracy: 0.83510s - loss: 0.3911 - accuracy: 0.83
Epoch 120/500
450/450 [==============================] - 0s 742us/step - loss: 0.3921 - accuracy: 0.8360
Epoch 121/500
450/450 [==============================] - 0s 774us/step - loss: 0.3924 - accuracy: 0.8365
Epoch 122/500
450/450 [==============================] - 0s 751us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 123/500
450/450 [==============================] - 0s 744us/step - loss: 0.3923 - accuracy: 0.8361
Epoch 124/500
450/450 [==============================] - 0s 768us/step - loss: 0.3919 - accuracy: 0.8365
Epoch 125/500
450/450 [==============================] - 0s 743us/step - loss: 0.3924 - accuracy: 0.8364
Epoch 126/500
450/450 [==============================] - 0s 752us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 127/500
450/450 [==============================] - 0s 763us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 128/500
450/450 [==============================] - 0s 743us/step - loss: 0.3922 - accuracy: 0.8365
Epoch 129/500
450/450 [==============================] - 0s 742us/step - loss: 0.3920 - accuracy: 0.8350
Epoch 130/500
450/450 [==============================] - 0s 770us/step - loss: 0.3920 - accuracy: 0.8354
Epoch 131/500
450/450 [==============================] - 0s 761us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 132/500
450/450 [==============================] - 0s 741us/step - loss: 0.3923 - accuracy: 0.8369
Epoch 133/500
450/450 [==============================] - 0s 770us/step - loss: 0.3916 - accuracy: 0.8367
Epoch 134/500
450/450 [==============================] - 0s 745us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 135/500
450/450 [==============================] - 0s 742us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 136/500
450/450 [==============================] - 0s 779us/step - loss: 0.3924 - accuracy: 0.8383
Epoch 137/500
450/450 [==============================] - 0s 751us/step - loss: 0.3924 - accuracy: 0.8357
Epoch 138/500
450/450 [==============================] - 0s 744us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 139/500
450/450 [==============================] - 0s 771us/step - loss: 0.3918 - accuracy: 0.83760s - loss: 0.4018 - accuracy: 0.
Epoch 140/500
450/450 [==============================] - 0s 746us/step - loss: 0.3925 - accuracy: 0.8361
Epoch 141/500
450/450 [==============================] - 0s 747us/step - loss: 0.3918 - accuracy: 0.8360
Epoch 142/500
450/450 [==============================] - 0s 770us/step - loss: 0.3925 - accuracy: 0.8361
Epoch 143/500
450/450 [==============================] - 0s 746us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 144/500
450/450 [==============================] - 0s 764us/step - loss: 0.3920 - accuracy: 0.8363
Epoch 145/500
450/450 [==============================] - 0s 808us/step - loss: 0.3922 - accuracy: 0.8365
Epoch 146/500
450/450 [==============================] - 0s 753us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 147/500
450/450 [==============================] - 0s 804us/step - loss: 0.3918 - accuracy: 0.8360
Epoch 148/500
450/450 [==============================] - 0s 747us/step - loss: 0.3918 - accuracy: 0.8363
Epoch 149/500
450/450 [==============================] - 0s 749us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 150/500
450/450 [==============================] - 0s 781us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 151/500
450/450 [==============================] - 0s 757us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 152/500
450/450 [==============================] - 0s 743us/step - loss: 0.3917 - accuracy: 0.8361
Epoch 153/500
450/450 [==============================] - 0s 829us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 154/500
450/450 [==============================] - 0s 753us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 155/500
450/450 [==============================] - 0s 755us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 156/500
450/450 [==============================] - 0s 770us/step - loss: 0.3916 - accuracy: 0.8368
Epoch 157/500
450/450 [==============================] - 0s 749us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 158/500
450/450 [==============================] - 0s 754us/step - loss: 0.3917 - accuracy: 0.8360
Epoch 159/500
450/450 [==============================] - 0s 765us/step - loss: 0.3913 - accuracy: 0.8374
Epoch 160/500
450/450 [==============================] - 0s 763us/step - loss: 0.3916 - accuracy: 0.8361
Epoch 161/500
450/450 [==============================] - 0s 742us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 162/500
450/450 [==============================] - 0s 754us/step - loss: 0.3921 - accuracy: 0.8357
Epoch 163/500
450/450 [==============================] - 0s 750us/step - loss: 0.3915 - accuracy: 0.8360
Epoch 164/500
450/450 [==============================] - 0s 748us/step - loss: 0.3916 - accuracy: 0.8378
Epoch 165/500
450/450 [==============================] - 0s 754us/step - loss: 0.3919 - accuracy: 0.8367
Epoch 166/500
450/450 [==============================] - 0s 745us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 167/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3917 - accuracy: 0.8361
Epoch 168/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3915 - accuracy: 0.8365
Epoch 169/500
450/450 [==============================] - 0s 958us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 170/500
450/450 [==============================] - 0s 873us/step - loss: 0.3917 - accuracy: 0.8358
Epoch 171/500
450/450 [==============================] - 0s 948us/step - loss: 0.3915 - accuracy: 0.8363
Epoch 172/500
450/450 [==============================] - 0s 874us/step - loss: 0.3915 - accuracy: 0.8364
Epoch 173/500
450/450 [==============================] - 0s 846us/step - loss: 0.3912 - accuracy: 0.8361
Epoch 174/500
450/450 [==============================] - 0s 796us/step - loss: 0.3914 - accuracy: 0.8368
Epoch 175/500
450/450 [==============================] - 0s 863us/step - loss: 0.3910 - accuracy: 0.8363
Epoch 176/500
450/450 [==============================] - 0s 776us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 177/500
450/450 [==============================] - 0s 763us/step - loss: 0.3911 - accuracy: 0.8365
Epoch 178/500
450/450 [==============================] - 0s 762us/step - loss: 0.3913 - accuracy: 0.8374
Epoch 179/500
450/450 [==============================] - 0s 745us/step - loss: 0.3911 - accuracy: 0.8363
Epoch 180/500
450/450 [==============================] - 0s 800us/step - loss: 0.3910 - accuracy: 0.8371
Epoch 181/500
450/450 [==============================] - 0s 785us/step - loss: 0.3910 - accuracy: 0.8374
Epoch 182/500
450/450 [==============================] - 0s 822us/step - loss: 0.3908 - accuracy: 0.8369
Epoch 183/500
450/450 [==============================] - 0s 843us/step - loss: 0.3913 - accuracy: 0.8363
Epoch 184/500
450/450 [==============================] - 0s 815us/step - loss: 0.3910 - accuracy: 0.8364
Epoch 185/500
450/450 [==============================] - 0s 998us/step - loss: 0.3911 - accuracy: 0.8357
Epoch 186/500
450/450 [==============================] - 0s 776us/step - loss: 0.3910 - accuracy: 0.8354
Epoch 187/500
450/450 [==============================] - 0s 756us/step - loss: 0.3908 - accuracy: 0.8371
Epoch 188/500
450/450 [==============================] - 0s 785us/step - loss: 0.3909 - accuracy: 0.8350
Epoch 189/500
450/450 [==============================] - 0s 941us/step - loss: 0.3906 - accuracy: 0.8361
Epoch 190/500
450/450 [==============================] - 0s 823us/step - loss: 0.3910 - accuracy: 0.8358
Epoch 191/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3905 - accuracy: 0.8378
Epoch 192/500
450/450 [==============================] - 0s 768us/step - loss: 0.3910 - accuracy: 0.8344
Epoch 193/500
450/450 [==============================] - 0s 795us/step - loss: 0.3910 - accuracy: 0.8357
Epoch 194/500
450/450 [==============================] - 0s 760us/step - loss: 0.3910 - accuracy: 0.8358
Epoch 195/500
450/450 [==============================] - 0s 833us/step - loss: 0.3910 - accuracy: 0.8353
Epoch 196/500
450/450 [==============================] - 0s 862us/step - loss: 0.3910 - accuracy: 0.8369
Epoch 197/500
450/450 [==============================] - 0s 840us/step - loss: 0.3907 - accuracy: 0.8374
Epoch 198/500
450/450 [==============================] - 0s 765us/step - loss: 0.3909 - accuracy: 0.8364
Epoch 199/500
450/450 [==============================] - 0s 795us/step - loss: 0.3909 - accuracy: 0.8361
Epoch 200/500
450/450 [==============================] - 0s 763us/step - loss: 0.3910 - accuracy: 0.8340
Epoch 201/500
450/450 [==============================] - 0s 785us/step - loss: 0.3908 - accuracy: 0.8368
Epoch 202/500
450/450 [==============================] - 0s 752us/step - loss: 0.3908 - accuracy: 0.8363
Epoch 203/500
450/450 [==============================] - 0s 767us/step - loss: 0.3909 - accuracy: 0.8353
Epoch 204/500
450/450 [==============================] - 0s 790us/step - loss: 0.3909 - accuracy: 0.8358
Epoch 205/500
450/450 [==============================] - 0s 757us/step - loss: 0.3905 - accuracy: 0.8364
Epoch 206/500
450/450 [==============================] - 0s 786us/step - loss: 0.3908 - accuracy: 0.8381
Epoch 207/500
450/450 [==============================] - 0s 762us/step - loss: 0.3910 - accuracy: 0.8356
Epoch 208/500
450/450 [==============================] - 0s 755us/step - loss: 0.3905 - accuracy: 0.8354
Epoch 209/500
450/450 [==============================] - 0s 782us/step - loss: 0.3906 - accuracy: 0.8363
Epoch 210/500
450/450 [==============================] - 0s 796us/step - loss: 0.3907 - accuracy: 0.8358
Epoch 211/500
450/450 [==============================] - 0s 754us/step - loss: 0.3905 - accuracy: 0.8356
Epoch 212/500
450/450 [==============================] - 0s 780us/step - loss: 0.3908 - accuracy: 0.8350
Epoch 213/500
450/450 [==============================] - 0s 786us/step - loss: 0.3906 - accuracy: 0.8372
Epoch 214/500
450/450 [==============================] - 0s 768us/step - loss: 0.3907 - accuracy: 0.8369
Epoch 215/500
450/450 [==============================] - 0s 782us/step - loss: 0.3907 - accuracy: 0.8374
Epoch 216/500
450/450 [==============================] - 0s 762us/step - loss: 0.3905 - accuracy: 0.8342
Epoch 217/500
450/450 [==============================] - 0s 757us/step - loss: 0.3907 - accuracy: 0.8356
Epoch 218/500
450/450 [==============================] - 0s 773us/step - loss: 0.3910 - accuracy: 0.8375
Epoch 219/500
450/450 [==============================] - 0s 761us/step - loss: 0.3907 - accuracy: 0.8371
Epoch 220/500
450/450 [==============================] - 0s 757us/step - loss: 0.3906 - accuracy: 0.8367
Epoch 221/500
450/450 [==============================] - 0s 794us/step - loss: 0.3905 - accuracy: 0.8354
Epoch 222/500
450/450 [==============================] - 0s 765us/step - loss: 0.3908 - accuracy: 0.8360
Epoch 223/500
450/450 [==============================] - 0s 756us/step - loss: 0.3905 - accuracy: 0.8357
Epoch 224/500
450/450 [==============================] - 0s 790us/step - loss: 0.3905 - accuracy: 0.8364
Epoch 225/500
450/450 [==============================] - 0s 761us/step - loss: 0.3902 - accuracy: 0.8376
Epoch 226/500
450/450 [==============================] - 0s 764us/step - loss: 0.3905 - accuracy: 0.8356
Epoch 227/500
450/450 [==============================] - 0s 802us/step - loss: 0.3906 - accuracy: 0.8363
Epoch 228/500
450/450 [==============================] - 0s 756us/step - loss: 0.3906 - accuracy: 0.8372
Epoch 229/500
450/450 [==============================] - 0s 758us/step - loss: 0.3906 - accuracy: 0.8346
Epoch 230/500
450/450 [==============================] - 0s 781us/step - loss: 0.3906 - accuracy: 0.8364
Epoch 231/500
450/450 [==============================] - 0s 788us/step - loss: 0.3905 - accuracy: 0.8368
Epoch 232/500
450/450 [==============================] - 0s 761us/step - loss: 0.3902 - accuracy: 0.8360
Epoch 233/500
450/450 [==============================] - 0s 806us/step - loss: 0.3908 - accuracy: 0.83640s - loss: 0.3917 - accuracy: 0.83 - ETA: 0s - loss: 0.3939 - accuracy: 0.
Epoch 234/500
450/450 [==============================] - 0s 769us/step - loss: 0.3904 - accuracy: 0.8363
Epoch 235/500
450/450 [==============================] - 0s 790us/step - loss: 0.3904 - accuracy: 0.8363
Epoch 236/500
450/450 [==============================] - 0s 762us/step - loss: 0.3906 - accuracy: 0.8357
Epoch 237/500
450/450 [==============================] - 0s 753us/step - loss: 0.3904 - accuracy: 0.8353
Epoch 238/500
450/450 [==============================] - 0s 793us/step - loss: 0.3906 - accuracy: 0.8356
Epoch 239/500
450/450 [==============================] - 0s 755us/step - loss: 0.3906 - accuracy: 0.8368
Epoch 240/500
450/450 [==============================] - 0s 759us/step - loss: 0.3905 - accuracy: 0.8364
Epoch 241/500
450/450 [==============================] - 0s 780us/step - loss: 0.3905 - accuracy: 0.8354
Epoch 242/500
450/450 [==============================] - 0s 773us/step - loss: 0.3905 - accuracy: 0.8354
Epoch 243/500
450/450 [==============================] - 0s 755us/step - loss: 0.3902 - accuracy: 0.8358
Epoch 244/500
450/450 [==============================] - 0s 867us/step - loss: 0.3901 - accuracy: 0.8367
Epoch 245/500
450/450 [==============================] - 0s 758us/step - loss: 0.3900 - accuracy: 0.8351
Epoch 246/500
450/450 [==============================] - 0s 756us/step - loss: 0.3901 - accuracy: 0.8357
Epoch 247/500
450/450 [==============================] - 0s 770us/step - loss: 0.3899 - accuracy: 0.8356
Epoch 248/500
450/450 [==============================] - 0s 760us/step - loss: 0.3902 - accuracy: 0.8357
Epoch 249/500
450/450 [==============================] - 0s 757us/step - loss: 0.3901 - accuracy: 0.8368
Epoch 250/500
450/450 [==============================] - 0s 824us/step - loss: 0.3899 - accuracy: 0.8371
Epoch 251/500
450/450 [==============================] - 0s 754us/step - loss: 0.3895 - accuracy: 0.8361
Epoch 252/500
450/450 [==============================] - 0s 766us/step - loss: 0.3897 - accuracy: 0.8376
Epoch 253/500
450/450 [==============================] - 0s 777us/step - loss: 0.3895 - accuracy: 0.8365
Epoch 254/500
450/450 [==============================] - 0s 755us/step - loss: 0.3892 - accuracy: 0.8360
Epoch 255/500
450/450 [==============================] - 0s 775us/step - loss: 0.3888 - accuracy: 0.8374
Epoch 256/500
450/450 [==============================] - 0s 783us/step - loss: 0.3890 - accuracy: 0.8371
Epoch 257/500
450/450 [==============================] - 0s 762us/step - loss: 0.3887 - accuracy: 0.8374
Epoch 258/500
450/450 [==============================] - 0s 773us/step - loss: 0.3882 - accuracy: 0.8365
Epoch 259/500
450/450 [==============================] - 0s 792us/step - loss: 0.3879 - accuracy: 0.8368
Epoch 260/500
450/450 [==============================] - 0s 783us/step - loss: 0.3860 - accuracy: 0.8379
Epoch 261/500
450/450 [==============================] - 0s 802us/step - loss: 0.3837 - accuracy: 0.8389
Epoch 262/500
450/450 [==============================] - 0s 759us/step - loss: 0.3813 - accuracy: 0.8410
Epoch 263/500
450/450 [==============================] - 0s 770us/step - loss: 0.3764 - accuracy: 0.8431
Epoch 264/500
450/450 [==============================] - 0s 785us/step - loss: 0.3713 - accuracy: 0.8447
Epoch 265/500
450/450 [==============================] - 0s 766us/step - loss: 0.3671 - accuracy: 0.8465
Epoch 266/500
450/450 [==============================] - 0s 764us/step - loss: 0.3630 - accuracy: 0.8490
Epoch 267/500
450/450 [==============================] - 0s 788us/step - loss: 0.3598 - accuracy: 0.8506
Epoch 268/500
450/450 [==============================] - 0s 772us/step - loss: 0.3573 - accuracy: 0.8537
Epoch 269/500
450/450 [==============================] - 0s 767us/step - loss: 0.3555 - accuracy: 0.8536
Epoch 270/500
450/450 [==============================] - 0s 807us/step - loss: 0.3541 - accuracy: 0.8542
Epoch 271/500
450/450 [==============================] - 0s 768us/step - loss: 0.3529 - accuracy: 0.8539
Epoch 272/500
450/450 [==============================] - 0s 787us/step - loss: 0.3516 - accuracy: 0.8556
Epoch 273/500
450/450 [==============================] - 0s 766us/step - loss: 0.3509 - accuracy: 0.8562
Epoch 274/500
450/450 [==============================] - 0s 763us/step - loss: 0.3500 - accuracy: 0.8568
Epoch 275/500
450/450 [==============================] - 0s 774us/step - loss: 0.3494 - accuracy: 0.8564
Epoch 276/500
450/450 [==============================] - 0s 773us/step - loss: 0.3489 - accuracy: 0.8567
Epoch 277/500
450/450 [==============================] - 0s 768us/step - loss: 0.3490 - accuracy: 0.8567
Epoch 278/500
450/450 [==============================] - 0s 789us/step - loss: 0.3479 - accuracy: 0.8571
Epoch 279/500
450/450 [==============================] - 0s 760us/step - loss: 0.3476 - accuracy: 0.8576
Epoch 280/500
450/450 [==============================] - 0s 775us/step - loss: 0.3472 - accuracy: 0.8574
Epoch 281/500
450/450 [==============================] - 0s 765us/step - loss: 0.3476 - accuracy: 0.8582
Epoch 282/500
450/450 [==============================] - 0s 759us/step - loss: 0.3467 - accuracy: 0.8579
Epoch 283/500
450/450 [==============================] - 0s 764us/step - loss: 0.3469 - accuracy: 0.8594
Epoch 284/500
450/450 [==============================] - 0s 878us/step - loss: 0.3470 - accuracy: 0.8569
Epoch 285/500
450/450 [==============================] - 0s 761us/step - loss: 0.3464 - accuracy: 0.8581
Epoch 286/500
450/450 [==============================] - 0s 763us/step - loss: 0.3464 - accuracy: 0.8587
Epoch 287/500
450/450 [==============================] - 0s 785us/step - loss: 0.3460 - accuracy: 0.8597
Epoch 288/500
450/450 [==============================] - 0s 759us/step - loss: 0.3461 - accuracy: 0.8594
Epoch 289/500
450/450 [==============================] - 0s 771us/step - loss: 0.3450 - accuracy: 0.8593
Epoch 290/500
450/450 [==============================] - 0s 767us/step - loss: 0.3458 - accuracy: 0.8592
Epoch 291/500
450/450 [==============================] - 0s 759us/step - loss: 0.3456 - accuracy: 0.8612
Epoch 292/500
450/450 [==============================] - 0s 785us/step - loss: 0.3456 - accuracy: 0.8612
Epoch 293/500
450/450 [==============================] - 0s 766us/step - loss: 0.3455 - accuracy: 0.8612
Epoch 294/500
450/450 [==============================] - 0s 778us/step - loss: 0.3450 - accuracy: 0.8608
Epoch 295/500
450/450 [==============================] - 0s 773us/step - loss: 0.3448 - accuracy: 0.8611
Epoch 296/500
450/450 [==============================] - 0s 762us/step - loss: 0.3450 - accuracy: 0.8622
Epoch 297/500
450/450 [==============================] - 0s 759us/step - loss: 0.3454 - accuracy: 0.8607
Epoch 298/500
450/450 [==============================] - 0s 787us/step - loss: 0.3448 - accuracy: 0.8618
Epoch 299/500
450/450 [==============================] - 0s 768us/step - loss: 0.3437 - accuracy: 0.8611
Epoch 300/500
450/450 [==============================] - 0s 756us/step - loss: 0.3442 - accuracy: 0.8610
Epoch 301/500
450/450 [==============================] - 0s 792us/step - loss: 0.3444 - accuracy: 0.8615
Epoch 302/500
450/450 [==============================] - 0s 752us/step - loss: 0.3443 - accuracy: 0.8617
Epoch 303/500
450/450 [==============================] - 0s 752us/step - loss: 0.3435 - accuracy: 0.8607
Epoch 304/500
450/450 [==============================] - 0s 772us/step - loss: 0.3442 - accuracy: 0.8618
Epoch 305/500
450/450 [==============================] - 0s 760us/step - loss: 0.3437 - accuracy: 0.8624
Epoch 306/500
450/450 [==============================] - 0s 781us/step - loss: 0.3435 - accuracy: 0.8622
Epoch 307/500
450/450 [==============================] - 0s 807us/step - loss: 0.3439 - accuracy: 0.8619
Epoch 308/500
450/450 [==============================] - 0s 770us/step - loss: 0.3438 - accuracy: 0.8608
Epoch 309/500
450/450 [==============================] - 0s 767us/step - loss: 0.3429 - accuracy: 0.8599
Epoch 310/500
450/450 [==============================] - 0s 798us/step - loss: 0.3434 - accuracy: 0.8621
Epoch 311/500
450/450 [==============================] - 0s 773us/step - loss: 0.3432 - accuracy: 0.8610
Epoch 312/500
450/450 [==============================] - 0s 788us/step - loss: 0.3431 - accuracy: 0.8612
Epoch 313/500
450/450 [==============================] - 0s 770us/step - loss: 0.3435 - accuracy: 0.8612
Epoch 314/500
450/450 [==============================] - 0s 769us/step - loss: 0.3439 - accuracy: 0.8618
Epoch 315/500
450/450 [==============================] - 0s 792us/step - loss: 0.3429 - accuracy: 0.8619
Epoch 316/500
450/450 [==============================] - 0s 763us/step - loss: 0.3430 - accuracy: 0.8612
Epoch 317/500
450/450 [==============================] - 0s 766us/step - loss: 0.3432 - accuracy: 0.8611
Epoch 318/500
450/450 [==============================] - 0s 782us/step - loss: 0.3434 - accuracy: 0.8606
Epoch 319/500
450/450 [==============================] - 0s 763us/step - loss: 0.3432 - accuracy: 0.8615
Epoch 320/500
450/450 [==============================] - 0s 762us/step - loss: 0.3431 - accuracy: 0.8615
Epoch 321/500
450/450 [==============================] - 0s 802us/step - loss: 0.3434 - accuracy: 0.8603
Epoch 322/500
450/450 [==============================] - 0s 754us/step - loss: 0.3431 - accuracy: 0.8617
Epoch 323/500
450/450 [==============================] - 0s 763us/step - loss: 0.3426 - accuracy: 0.8632
Epoch 324/500
450/450 [==============================] - 0s 776us/step - loss: 0.3431 - accuracy: 0.8604
Epoch 325/500
450/450 [==============================] - 0s 758us/step - loss: 0.3428 - accuracy: 0.8622
Epoch 326/500
450/450 [==============================] - 0s 758us/step - loss: 0.3428 - accuracy: 0.8622
Epoch 327/500
450/450 [==============================] - 0s 810us/step - loss: 0.3428 - accuracy: 0.8615
Epoch 328/500
450/450 [==============================] - 0s 756us/step - loss: 0.3428 - accuracy: 0.8626
Epoch 329/500
450/450 [==============================] - 0s 764us/step - loss: 0.3429 - accuracy: 0.8618
Epoch 330/500
450/450 [==============================] - 0s 783us/step - loss: 0.3434 - accuracy: 0.8608
Epoch 331/500
450/450 [==============================] - 0s 754us/step - loss: 0.3426 - accuracy: 0.8601
Epoch 332/500
450/450 [==============================] - 0s 780us/step - loss: 0.3428 - accuracy: 0.8603
Epoch 333/500
450/450 [==============================] - 0s 762us/step - loss: 0.3428 - accuracy: 0.8614
Epoch 334/500
450/450 [==============================] - 0s 760us/step - loss: 0.3427 - accuracy: 0.8617
Epoch 335/500
450/450 [==============================] - 0s 771us/step - loss: 0.3427 - accuracy: 0.8608
Epoch 336/500
450/450 [==============================] - 0s 762us/step - loss: 0.3428 - accuracy: 0.8608
Epoch 337/500
450/450 [==============================] - 0s 752us/step - loss: 0.3429 - accuracy: 0.8628
Epoch 338/500
450/450 [==============================] - 0s 778us/step - loss: 0.3429 - accuracy: 0.8610
Epoch 339/500
450/450 [==============================] - 0s 761us/step - loss: 0.3424 - accuracy: 0.8607
Epoch 340/500
450/450 [==============================] - 0s 764us/step - loss: 0.3427 - accuracy: 0.8606
Epoch 341/500
450/450 [==============================] - 0s 786us/step - loss: 0.3421 - accuracy: 0.8626
Epoch 342/500
450/450 [==============================] - 0s 757us/step - loss: 0.3417 - accuracy: 0.8622
Epoch 343/500
450/450 [==============================] - 0s 759us/step - loss: 0.3420 - accuracy: 0.8621
Epoch 344/500
450/450 [==============================] - 0s 827us/step - loss: 0.3420 - accuracy: 0.8614
Epoch 345/500
450/450 [==============================] - 0s 768us/step - loss: 0.3415 - accuracy: 0.8624
Epoch 346/500
450/450 [==============================] - 0s 761us/step - loss: 0.3419 - accuracy: 0.8612
Epoch 347/500
450/450 [==============================] - 0s 777us/step - loss: 0.3415 - accuracy: 0.8625
Epoch 348/500
450/450 [==============================] - 0s 756us/step - loss: 0.3416 - accuracy: 0.8629
Epoch 349/500
450/450 [==============================] - 0s 792us/step - loss: 0.3417 - accuracy: 0.8622
Epoch 350/500
450/450 [==============================] - 0s 763us/step - loss: 0.3414 - accuracy: 0.8624
Epoch 351/500
450/450 [==============================] - 0s 758us/step - loss: 0.3417 - accuracy: 0.8621
Epoch 352/500
450/450 [==============================] - 0s 801us/step - loss: 0.3414 - accuracy: 0.8628
Epoch 353/500
450/450 [==============================] - 0s 756us/step - loss: 0.3410 - accuracy: 0.8625
Epoch 354/500
450/450 [==============================] - 0s 753us/step - loss: 0.3410 - accuracy: 0.8635
Epoch 355/500
450/450 [==============================] - 0s 780us/step - loss: 0.3411 - accuracy: 0.8624
Epoch 356/500
450/450 [==============================] - 0s 778us/step - loss: 0.3407 - accuracy: 0.8629
Epoch 357/500
450/450 [==============================] - 0s 766us/step - loss: 0.3409 - accuracy: 0.8628
Epoch 358/500
450/450 [==============================] - 0s 780us/step - loss: 0.3398 - accuracy: 0.8628
Epoch 359/500
450/450 [==============================] - 0s 765us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 360/500
450/450 [==============================] - 0s 758us/step - loss: 0.3407 - accuracy: 0.8622
Epoch 361/500
450/450 [==============================] - 0s 773us/step - loss: 0.3405 - accuracy: 0.8629
Epoch 362/500
450/450 [==============================] - 0s 763us/step - loss: 0.3405 - accuracy: 0.8626
Epoch 363/500
450/450 [==============================] - 0s 760us/step - loss: 0.3404 - accuracy: 0.8628
Epoch 364/500
450/450 [==============================] - 0s 804us/step - loss: 0.3403 - accuracy: 0.8619
Epoch 365/500
450/450 [==============================] - 0s 765us/step - loss: 0.3404 - accuracy: 0.8619
Epoch 366/500
450/450 [==============================] - 0s 786us/step - loss: 0.3405 - accuracy: 0.8622
Epoch 367/500
450/450 [==============================] - 0s 763us/step - loss: 0.3405 - accuracy: 0.8624
Epoch 368/500
450/450 [==============================] - 0s 763us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 369/500
450/450 [==============================] - 0s 769us/step - loss: 0.3402 - accuracy: 0.8621
Epoch 370/500
450/450 [==============================] - 0s 780us/step - loss: 0.3399 - accuracy: 0.8618
Epoch 371/500
450/450 [==============================] - 0s 755us/step - loss: 0.3403 - accuracy: 0.8643
Epoch 372/500
450/450 [==============================] - 0s 786us/step - loss: 0.3401 - accuracy: 0.8624
Epoch 373/500
450/450 [==============================] - 0s 773us/step - loss: 0.3402 - accuracy: 0.8625
Epoch 374/500
450/450 [==============================] - 0s 754us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 375/500
450/450 [==============================] - 0s 788us/step - loss: 0.3399 - accuracy: 0.8619
Epoch 376/500
450/450 [==============================] - 0s 757us/step - loss: 0.3395 - accuracy: 0.8619
Epoch 377/500
450/450 [==============================] - 0s 778us/step - loss: 0.3397 - accuracy: 0.8632
Epoch 378/500
450/450 [==============================] - 0s 908us/step - loss: 0.3399 - accuracy: 0.8622
Epoch 379/500
450/450 [==============================] - 0s 767us/step - loss: 0.3399 - accuracy: 0.8628
Epoch 380/500
450/450 [==============================] - 0s 764us/step - loss: 0.3396 - accuracy: 0.8643
Epoch 381/500
450/450 [==============================] - 0s 808us/step - loss: 0.3397 - accuracy: 0.8632
Epoch 382/500
450/450 [==============================] - 0s 763us/step - loss: 0.3397 - accuracy: 0.8626
Epoch 383/500
450/450 [==============================] - 0s 772us/step - loss: 0.3397 - accuracy: 0.8635
Epoch 384/500
450/450 [==============================] - 0s 800us/step - loss: 0.3401 - accuracy: 0.8610
Epoch 385/500
450/450 [==============================] - 0s 763us/step - loss: 0.3393 - accuracy: 0.8612
Epoch 386/500
450/450 [==============================] - 0s 794us/step - loss: 0.3397 - accuracy: 0.8626
Epoch 387/500
450/450 [==============================] - 0s 763us/step - loss: 0.3407 - accuracy: 0.8618
Epoch 388/500
450/450 [==============================] - 0s 757us/step - loss: 0.3391 - accuracy: 0.8608
Epoch 389/500
450/450 [==============================] - 0s 791us/step - loss: 0.3398 - accuracy: 0.8617
Epoch 390/500
450/450 [==============================] - 0s 753us/step - loss: 0.3391 - accuracy: 0.8631
Epoch 391/500
450/450 [==============================] - 0s 757us/step - loss: 0.3398 - accuracy: 0.8622
Epoch 392/500
450/450 [==============================] - 0s 781us/step - loss: 0.3395 - accuracy: 0.8626
Epoch 393/500
450/450 [==============================] - 0s 755us/step - loss: 0.3394 - accuracy: 0.8624
Epoch 394/500
450/450 [==============================] - 0s 754us/step - loss: 0.3395 - accuracy: 0.8640
Epoch 395/500
450/450 [==============================] - 0s 782us/step - loss: 0.3390 - accuracy: 0.8604
Epoch 396/500
450/450 [==============================] - 0s 758us/step - loss: 0.3396 - accuracy: 0.8631
Epoch 397/500
450/450 [==============================] - 0s 764us/step - loss: 0.3392 - accuracy: 0.8622
Epoch 398/500
450/450 [==============================] - 0s 778us/step - loss: 0.3392 - accuracy: 0.8626
Epoch 399/500
450/450 [==============================] - 0s 763us/step - loss: 0.3394 - accuracy: 0.8615
Epoch 400/500
450/450 [==============================] - 0s 753us/step - loss: 0.3396 - accuracy: 0.8622
Epoch 401/500
450/450 [==============================] - 0s 778us/step - loss: 0.3394 - accuracy: 0.8622
Epoch 402/500
450/450 [==============================] - 0s 764us/step - loss: 0.3392 - accuracy: 0.8622
Epoch 403/500
450/450 [==============================] - 0s 755us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 404/500
450/450 [==============================] - 0s 781us/step - loss: 0.3393 - accuracy: 0.8629
Epoch 405/500
450/450 [==============================] - 0s 757us/step - loss: 0.3389 - accuracy: 0.8621
Epoch 406/500
450/450 [==============================] - 0s 762us/step - loss: 0.3388 - accuracy: 0.8625
Epoch 407/500
450/450 [==============================] - 0s 776us/step - loss: 0.3389 - accuracy: 0.8617
Epoch 408/500
450/450 [==============================] - 0s 758us/step - loss: 0.3387 - accuracy: 0.8624
Epoch 409/500
450/450 [==============================] - 0s 753us/step - loss: 0.3386 - accuracy: 0.8624
Epoch 410/500
450/450 [==============================] - 0s 781us/step - loss: 0.3386 - accuracy: 0.8617
Epoch 411/500
450/450 [==============================] - 0s 753us/step - loss: 0.3390 - accuracy: 0.8624
Epoch 412/500
450/450 [==============================] - 0s 792us/step - loss: 0.3389 - accuracy: 0.8626
Epoch 413/500
450/450 [==============================] - 0s 764us/step - loss: 0.3386 - accuracy: 0.8611
Epoch 414/500
450/450 [==============================] - 0s 756us/step - loss: 0.3383 - accuracy: 0.8622
Epoch 415/500
450/450 [==============================] - 0s 839us/step - loss: 0.3386 - accuracy: 0.8624
Epoch 416/500
450/450 [==============================] - 0s 774us/step - loss: 0.3378 - accuracy: 0.8637
Epoch 417/500
450/450 [==============================] - 0s 760us/step - loss: 0.3379 - accuracy: 0.8625
Epoch 418/500
450/450 [==============================] - 0s 778us/step - loss: 0.3380 - accuracy: 0.8625
Epoch 419/500
450/450 [==============================] - 0s 759us/step - loss: 0.3385 - accuracy: 0.8632
Epoch 420/500
450/450 [==============================] - 0s 757us/step - loss: 0.3375 - accuracy: 0.8633
Epoch 421/500
450/450 [==============================] - 0s 801us/step - loss: 0.3379 - accuracy: 0.8624
Epoch 422/500
450/450 [==============================] - 0s 759us/step - loss: 0.3374 - accuracy: 0.8628
Epoch 423/500
450/450 [==============================] - 0s 756us/step - loss: 0.3384 - accuracy: 0.8622
Epoch 424/500
450/450 [==============================] - 0s 794us/step - loss: 0.3374 - accuracy: 0.8622
Epoch 425/500
450/450 [==============================] - 0s 769us/step - loss: 0.3377 - accuracy: 0.8619
Epoch 426/500
450/450 [==============================] - 0s 775us/step - loss: 0.3376 - accuracy: 0.8624
Epoch 427/500
450/450 [==============================] - 0s 782us/step - loss: 0.3372 - accuracy: 0.8611
Epoch 428/500
450/450 [==============================] - 0s 782us/step - loss: 0.3374 - accuracy: 0.8631
Epoch 429/500
450/450 [==============================] - 0s 768us/step - loss: 0.3372 - accuracy: 0.8632
Epoch 430/500
450/450 [==============================] - 0s 783us/step - loss: 0.3374 - accuracy: 0.86170s - loss: 0.3327 - accuracy:
Epoch 431/500
450/450 [==============================] - 0s 779us/step - loss: 0.3371 - accuracy: 0.8632
Epoch 432/500
450/450 [==============================] - 0s 805us/step - loss: 0.3373 - accuracy: 0.8632
Epoch 433/500
450/450 [==============================] - 0s 763us/step - loss: 0.3374 - accuracy: 0.8617
Epoch 434/500
450/450 [==============================] - 0s 762us/step - loss: 0.3371 - accuracy: 0.8622
Epoch 435/500
450/450 [==============================] - 0s 824us/step - loss: 0.3369 - accuracy: 0.8637
Epoch 436/500
450/450 [==============================] - 0s 766us/step - loss: 0.3371 - accuracy: 0.8642
Epoch 437/500
450/450 [==============================] - 0s 765us/step - loss: 0.3368 - accuracy: 0.8626
Epoch 438/500
450/450 [==============================] - 0s 773us/step - loss: 0.3367 - accuracy: 0.8632
Epoch 439/500
450/450 [==============================] - 0s 756us/step - loss: 0.3365 - accuracy: 0.8631
Epoch 440/500
450/450 [==============================] - 0s 758us/step - loss: 0.3367 - accuracy: 0.8625
Epoch 441/500
450/450 [==============================] - 0s 787us/step - loss: 0.3367 - accuracy: 0.8631
Epoch 442/500
450/450 [==============================] - 0s 760us/step - loss: 0.3362 - accuracy: 0.8631
Epoch 443/500
450/450 [==============================] - 0s 756us/step - loss: 0.3369 - accuracy: 0.8606
Epoch 444/500
450/450 [==============================] - 0s 790us/step - loss: 0.3367 - accuracy: 0.8637
Epoch 445/500
450/450 [==============================] - 0s 762us/step - loss: 0.3364 - accuracy: 0.8632
Epoch 446/500
450/450 [==============================] - 0s 756us/step - loss: 0.3362 - accuracy: 0.8642
Epoch 447/500
450/450 [==============================] - 0s 773us/step - loss: 0.3370 - accuracy: 0.8635
Epoch 448/500
450/450 [==============================] - 0s 756us/step - loss: 0.3366 - accuracy: 0.8637
Epoch 449/500
450/450 [==============================] - 0s 769us/step - loss: 0.3366 - accuracy: 0.8624
Epoch 450/500
450/450 [==============================] - 0s 854us/step - loss: 0.3365 - accuracy: 0.8622
Epoch 451/500
450/450 [==============================] - 0s 814us/step - loss: 0.3362 - accuracy: 0.8635
Epoch 452/500
450/450 [==============================] - 0s 780us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 453/500
450/450 [==============================] - 0s 789us/step - loss: 0.3367 - accuracy: 0.8629
Epoch 454/500
450/450 [==============================] - 0s 802us/step - loss: 0.3364 - accuracy: 0.8633
Epoch 455/500
450/450 [==============================] - 0s 811us/step - loss: 0.3366 - accuracy: 0.8633
Epoch 456/500
450/450 [==============================] - 0s 839us/step - loss: 0.3367 - accuracy: 0.8632
Epoch 457/500
450/450 [==============================] - 0s 769us/step - loss: 0.3364 - accuracy: 0.8615
Epoch 458/500
450/450 [==============================] - 0s 761us/step - loss: 0.3364 - accuracy: 0.8628
Epoch 459/500
450/450 [==============================] - 0s 754us/step - loss: 0.3364 - accuracy: 0.8629
Epoch 460/500
450/450 [==============================] - 0s 759us/step - loss: 0.3359 - accuracy: 0.8617
Epoch 461/500
450/450 [==============================] - 0s 779us/step - loss: 0.3363 - accuracy: 0.8631
Epoch 462/500
450/450 [==============================] - 0s 755us/step - loss: 0.3361 - accuracy: 0.8625
Epoch 463/500
450/450 [==============================] - 0s 792us/step - loss: 0.3363 - accuracy: 0.8621
Epoch 464/500
450/450 [==============================] - 0s 757us/step - loss: 0.3361 - accuracy: 0.8621
Epoch 465/500
450/450 [==============================] - 0s 753us/step - loss: 0.3364 - accuracy: 0.8625
Epoch 466/500
450/450 [==============================] - 0s 800us/step - loss: 0.3361 - accuracy: 0.8625
Epoch 467/500
450/450 [==============================] - 0s 754us/step - loss: 0.3364 - accuracy: 0.8619
Epoch 468/500
450/450 [==============================] - 0s 758us/step - loss: 0.3363 - accuracy: 0.8622
Epoch 469/500
450/450 [==============================] - 0s 771us/step - loss: 0.3364 - accuracy: 0.8618
Epoch 470/500
450/450 [==============================] - 0s 768us/step - loss: 0.3366 - accuracy: 0.8628
Epoch 471/500
450/450 [==============================] - 0s 753us/step - loss: 0.3362 - accuracy: 0.8629
Epoch 472/500
450/450 [==============================] - 0s 778us/step - loss: 0.3359 - accuracy: 0.8622
Epoch 473/500
450/450 [==============================] - 0s 759us/step - loss: 0.3360 - accuracy: 0.8614
Epoch 474/500
450/450 [==============================] - 0s 755us/step - loss: 0.3359 - accuracy: 0.8611
Epoch 475/500
450/450 [==============================] - 0s 764us/step - loss: 0.3361 - accuracy: 0.8625
Epoch 476/500
450/450 [==============================] - 0s 758us/step - loss: 0.3357 - accuracy: 0.8621
Epoch 477/500
450/450 [==============================] - 0s 757us/step - loss: 0.3360 - accuracy: 0.8636
Epoch 478/500
450/450 [==============================] - 0s 776us/step - loss: 0.3358 - accuracy: 0.8614
Epoch 479/500
450/450 [==============================] - 0s 763us/step - loss: 0.3366 - accuracy: 0.8619
Epoch 480/500
450/450 [==============================] - 0s 751us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 481/500
450/450 [==============================] - 0s 782us/step - loss: 0.3358 - accuracy: 0.8621
Epoch 482/500
450/450 [==============================] - 0s 758us/step - loss: 0.3365 - accuracy: 0.8624
Epoch 483/500
450/450 [==============================] - 0s 768us/step - loss: 0.3361 - accuracy: 0.8599
Epoch 484/500
450/450 [==============================] - 0s 779us/step - loss: 0.3359 - accuracy: 0.8635
Epoch 485/500
450/450 [==============================] - 0s 757us/step - loss: 0.3362 - accuracy: 0.8628
Epoch 486/500
450/450 [==============================] - 0s 876us/step - loss: 0.3357 - accuracy: 0.8628
Epoch 487/500
450/450 [==============================] - 0s 757us/step - loss: 0.3356 - accuracy: 0.8626
Epoch 488/500
450/450 [==============================] - 0s 752us/step - loss: 0.3360 - accuracy: 0.8619
Epoch 489/500
450/450 [==============================] - 0s 788us/step - loss: 0.3356 - accuracy: 0.8621
Epoch 490/500
450/450 [==============================] - 0s 758us/step - loss: 0.3358 - accuracy: 0.8631
Epoch 491/500
450/450 [==============================] - 0s 751us/step - loss: 0.3366 - accuracy: 0.8619
Epoch 492/500
450/450 [==============================] - 0s 776us/step - loss: 0.3358 - accuracy: 0.8619
Epoch 493/500
450/450 [==============================] - 0s 758us/step - loss: 0.3351 - accuracy: 0.8615
Epoch 494/500
450/450 [==============================] - 0s 752us/step - loss: 0.3358 - accuracy: 0.8644
Epoch 495/500
450/450 [==============================] - 0s 785us/step - loss: 0.3360 - accuracy: 0.8612
Epoch 496/500
450/450 [==============================] - 0s 753us/step - loss: 0.3357 - accuracy: 0.8611
Epoch 497/500
450/450 [==============================] - 0s 754us/step - loss: 0.3358 - accuracy: 0.8624
Epoch 498/500
450/450 [==============================] - 0s 771us/step - loss: 0.3357 - accuracy: 0.8622
Epoch 499/500
450/450 [==============================] - 0s 768us/step - loss: 0.3356 - accuracy: 0.8621
Epoch 500/500
450/450 [==============================] - 0s 760us/step - loss: 0.3354 - accuracy: 0.8639
Epoch 1/500
450/450 [==============================] - 0s 763us/step - loss: 0.5584 - accuracy: 0.7982
Epoch 2/500
450/450 [==============================] - 0s 766us/step - loss: 0.4345 - accuracy: 0.7985
Epoch 3/500
450/450 [==============================] - 0s 774us/step - loss: 0.4274 - accuracy: 0.7985
Epoch 4/500
450/450 [==============================] - 0s 777us/step - loss: 0.4230 - accuracy: 0.7985
Epoch 5/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4191 - accuracy: 0.8189: 0s - loss: 0.4173
Epoch 6/500
450/450 [==============================] - 0s 801us/step - loss: 0.4148 - accuracy: 0.8283
Epoch 7/500
450/450 [==============================] - 0s 848us/step - loss: 0.4113 - accuracy: 0.8342
Epoch 8/500
450/450 [==============================] - 0s 917us/step - loss: 0.4081 - accuracy: 0.8344
Epoch 9/500
450/450 [==============================] - 0s 882us/step - loss: 0.4055 - accuracy: 0.8357
Epoch 10/500
450/450 [==============================] - 0s 759us/step - loss: 0.4033 - accuracy: 0.8357
Epoch 11/500
450/450 [==============================] - 0s 837us/step - loss: 0.4019 - accuracy: 0.8367
Epoch 12/500
450/450 [==============================] - 0s 851us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 13/500
450/450 [==============================] - 0s 767us/step - loss: 0.3999 - accuracy: 0.8363
Epoch 14/500
450/450 [==============================] - 0s 875us/step - loss: 0.3990 - accuracy: 0.8378
Epoch 15/500
450/450 [==============================] - 0s 825us/step - loss: 0.3982 - accuracy: 0.8360
Epoch 16/500
450/450 [==============================] - 0s 759us/step - loss: 0.3973 - accuracy: 0.8382
Epoch 17/500
450/450 [==============================] - 0s 781us/step - loss: 0.3969 - accuracy: 0.8385
Epoch 18/500
450/450 [==============================] - 0s 751us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 19/500
450/450 [==============================] - 0s 777us/step - loss: 0.3960 - accuracy: 0.8375
Epoch 20/500
450/450 [==============================] - 0s 798us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 21/500
450/450 [==============================] - 0s 881us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 22/500
450/450 [==============================] - 0s 842us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 23/500
450/450 [==============================] - 0s 797us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 24/500
450/450 [==============================] - 0s 765us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 25/500
450/450 [==============================] - 0s 748us/step - loss: 0.3940 - accuracy: 0.8382
Epoch 26/500
450/450 [==============================] - 0s 759us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 27/500
450/450 [==============================] - 0s 750us/step - loss: 0.3927 - accuracy: 0.8397
Epoch 28/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3927 - accuracy: 0.8390
Epoch 29/500
450/450 [==============================] - 0s 764us/step - loss: 0.3924 - accuracy: 0.8388
Epoch 30/500
450/450 [==============================] - 0s 964us/step - loss: 0.3920 - accuracy: 0.8404
Epoch 31/500
450/450 [==============================] - 0s 748us/step - loss: 0.3916 - accuracy: 0.8392
Epoch 32/500
450/450 [==============================] - 0s 776us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 33/500
450/450 [==============================] - 0s 810us/step - loss: 0.3907 - accuracy: 0.8410
Epoch 34/500
450/450 [==============================] - 0s 841us/step - loss: 0.3905 - accuracy: 0.8393
Epoch 35/500
450/450 [==============================] - 0s 834us/step - loss: 0.3904 - accuracy: 0.8383
Epoch 36/500
450/450 [==============================] - 0s 797us/step - loss: 0.3903 - accuracy: 0.8399
Epoch 37/500
450/450 [==============================] - 0s 771us/step - loss: 0.3898 - accuracy: 0.8401
Epoch 38/500
450/450 [==============================] - 0s 749us/step - loss: 0.3894 - accuracy: 0.8397
Epoch 39/500
450/450 [==============================] - 0s 748us/step - loss: 0.3889 - accuracy: 0.8397
Epoch 40/500
450/450 [==============================] - 0s 759us/step - loss: 0.3887 - accuracy: 0.8404
Epoch 41/500
450/450 [==============================] - 0s 753us/step - loss: 0.3879 - accuracy: 0.8431
Epoch 42/500
450/450 [==============================] - 0s 749us/step - loss: 0.3874 - accuracy: 0.8414
Epoch 43/500
450/450 [==============================] - 0s 768us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 44/500
450/450 [==============================] - 0s 745us/step - loss: 0.3864 - accuracy: 0.8424
Epoch 45/500
450/450 [==============================] - 0s 750us/step - loss: 0.3858 - accuracy: 0.8417
Epoch 46/500
450/450 [==============================] - 0s 772us/step - loss: 0.3850 - accuracy: 0.8422
Epoch 47/500
450/450 [==============================] - 0s 752us/step - loss: 0.3846 - accuracy: 0.8424
Epoch 48/500
450/450 [==============================] - 0s 765us/step - loss: 0.3843 - accuracy: 0.8431
Epoch 49/500
450/450 [==============================] - 0s 778us/step - loss: 0.3834 - accuracy: 0.8418
Epoch 50/500
450/450 [==============================] - 0s 811us/step - loss: 0.3831 - accuracy: 0.8413
Epoch 51/500
450/450 [==============================] - 0s 871us/step - loss: 0.3821 - accuracy: 0.8417
Epoch 52/500
450/450 [==============================] - 0s 780us/step - loss: 0.3819 - accuracy: 0.8419
Epoch 53/500
450/450 [==============================] - 0s 862us/step - loss: 0.3807 - accuracy: 0.8404
Epoch 54/500
450/450 [==============================] - 0s 864us/step - loss: 0.3796 - accuracy: 0.8411
Epoch 55/500
450/450 [==============================] - 0s 797us/step - loss: 0.3790 - accuracy: 0.8401
Epoch 56/500
450/450 [==============================] - 0s 924us/step - loss: 0.3783 - accuracy: 0.8415
Epoch 57/500
450/450 [==============================] - 0s 801us/step - loss: 0.3771 - accuracy: 0.8408
Epoch 58/500
450/450 [==============================] - 0s 788us/step - loss: 0.3767 - accuracy: 0.8424
Epoch 59/500
450/450 [==============================] - 0s 959us/step - loss: 0.3765 - accuracy: 0.8415
Epoch 60/500
450/450 [==============================] - 0s 813us/step - loss: 0.3758 - accuracy: 0.8410
Epoch 61/500
450/450 [==============================] - 0s 870us/step - loss: 0.3754 - accuracy: 0.8401
Epoch 62/500
450/450 [==============================] - 0s 911us/step - loss: 0.3752 - accuracy: 0.8413
Epoch 63/500
450/450 [==============================] - 0s 795us/step - loss: 0.3740 - accuracy: 0.8415
Epoch 64/500
450/450 [==============================] - 0s 784us/step - loss: 0.3734 - accuracy: 0.8418
Epoch 65/500
450/450 [==============================] - 0s 761us/step - loss: 0.3730 - accuracy: 0.8411
Epoch 66/500
450/450 [==============================] - 0s 762us/step - loss: 0.3725 - accuracy: 0.8439
Epoch 67/500
450/450 [==============================] - 0s 776us/step - loss: 0.3711 - accuracy: 0.8415
Epoch 68/500
450/450 [==============================] - 0s 773us/step - loss: 0.3700 - accuracy: 0.8422
Epoch 69/500
450/450 [==============================] - 0s 828us/step - loss: 0.3694 - accuracy: 0.8408
Epoch 70/500
450/450 [==============================] - 0s 771us/step - loss: 0.3678 - accuracy: 0.8429
Epoch 71/500
450/450 [==============================] - 0s 753us/step - loss: 0.3663 - accuracy: 0.8458
Epoch 72/500
450/450 [==============================] - 0s 751us/step - loss: 0.3639 - accuracy: 0.8450
Epoch 73/500
450/450 [==============================] - 0s 770us/step - loss: 0.3628 - accuracy: 0.8483
Epoch 74/500
450/450 [==============================] - 0s 751us/step - loss: 0.3602 - accuracy: 0.8479
Epoch 75/500
450/450 [==============================] - 0s 759us/step - loss: 0.3582 - accuracy: 0.8517
Epoch 76/500
450/450 [==============================] - 0s 776us/step - loss: 0.3572 - accuracy: 0.8490
Epoch 77/500
450/450 [==============================] - 0s 752us/step - loss: 0.3560 - accuracy: 0.8507
Epoch 78/500
450/450 [==============================] - 0s 753us/step - loss: 0.3550 - accuracy: 0.8515
Epoch 79/500
450/450 [==============================] - 0s 798us/step - loss: 0.3531 - accuracy: 0.8524
Epoch 80/500
450/450 [==============================] - 0s 754us/step - loss: 0.3525 - accuracy: 0.8535
Epoch 81/500
450/450 [==============================] - 0s 845us/step - loss: 0.3516 - accuracy: 0.8536
Epoch 82/500
450/450 [==============================] - 0s 887us/step - loss: 0.3506 - accuracy: 0.8529
Epoch 83/500
450/450 [==============================] - 0s 754us/step - loss: 0.3485 - accuracy: 0.8567
Epoch 84/500
450/450 [==============================] - 0s 775us/step - loss: 0.3482 - accuracy: 0.8546
Epoch 85/500
450/450 [==============================] - 0s 753us/step - loss: 0.3474 - accuracy: 0.8575
Epoch 86/500
450/450 [==============================] - 0s 756us/step - loss: 0.3469 - accuracy: 0.8590
Epoch 87/500
450/450 [==============================] - 0s 764us/step - loss: 0.3453 - accuracy: 0.8587
Epoch 88/500
450/450 [==============================] - 0s 755us/step - loss: 0.3447 - accuracy: 0.8583
Epoch 89/500
450/450 [==============================] - 0s 751us/step - loss: 0.3445 - accuracy: 0.8574
Epoch 90/500
450/450 [==============================] - 0s 779us/step - loss: 0.3451 - accuracy: 0.8586
Epoch 91/500
450/450 [==============================] - 0s 764us/step - loss: 0.3446 - accuracy: 0.8583
Epoch 92/500
450/450 [==============================] - 0s 771us/step - loss: 0.3444 - accuracy: 0.8597
Epoch 93/500
450/450 [==============================] - 0s 767us/step - loss: 0.3434 - accuracy: 0.8594
Epoch 94/500
450/450 [==============================] - 0s 755us/step - loss: 0.3433 - accuracy: 0.8582
Epoch 95/500
450/450 [==============================] - 0s 755us/step - loss: 0.3437 - accuracy: 0.8594
Epoch 96/500
450/450 [==============================] - 0s 770us/step - loss: 0.3425 - accuracy: 0.8597
Epoch 97/500
450/450 [==============================] - 0s 796us/step - loss: 0.3426 - accuracy: 0.8593
Epoch 98/500
450/450 [==============================] - 0s 757us/step - loss: 0.3423 - accuracy: 0.8567
Epoch 99/500
450/450 [==============================] - 0s 783us/step - loss: 0.3420 - accuracy: 0.8604
Epoch 100/500
450/450 [==============================] - 0s 749us/step - loss: 0.3417 - accuracy: 0.8599
Epoch 101/500
450/450 [==============================] - 0s 754us/step - loss: 0.3418 - accuracy: 0.8600
Epoch 102/500
450/450 [==============================] - 0s 774us/step - loss: 0.3411 - accuracy: 0.8582
Epoch 103/500
450/450 [==============================] - 0s 751us/step - loss: 0.3414 - accuracy: 0.8592
Epoch 104/500
450/450 [==============================] - 0s 765us/step - loss: 0.3413 - accuracy: 0.8583
Epoch 105/500
450/450 [==============================] - 0s 761us/step - loss: 0.3406 - accuracy: 0.8608
Epoch 106/500
450/450 [==============================] - 0s 760us/step - loss: 0.3413 - accuracy: 0.8612
Epoch 107/500
450/450 [==============================] - 0s 765us/step - loss: 0.3406 - accuracy: 0.8594
Epoch 108/500
450/450 [==============================] - 0s 764us/step - loss: 0.3404 - accuracy: 0.8587
Epoch 109/500
450/450 [==============================] - 0s 749us/step - loss: 0.3404 - accuracy: 0.8601
Epoch 110/500
450/450 [==============================] - 0s 779us/step - loss: 0.3398 - accuracy: 0.8596
Epoch 111/500
450/450 [==============================] - 0s 751us/step - loss: 0.3397 - accuracy: 0.8618
Epoch 112/500
450/450 [==============================] - 0s 750us/step - loss: 0.3408 - accuracy: 0.8608
Epoch 113/500
450/450 [==============================] - 0s 773us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 114/500
450/450 [==============================] - 0s 755us/step - loss: 0.3400 - accuracy: 0.8592
Epoch 115/500
450/450 [==============================] - 0s 756us/step - loss: 0.3402 - accuracy: 0.8597
Epoch 116/500
450/450 [==============================] - 0s 809us/step - loss: 0.3403 - accuracy: 0.8600
Epoch 117/500
450/450 [==============================] - 0s 766us/step - loss: 0.3402 - accuracy: 0.8600
Epoch 118/500
450/450 [==============================] - 0s 768us/step - loss: 0.3400 - accuracy: 0.8597
Epoch 119/500
450/450 [==============================] - 0s 770us/step - loss: 0.3397 - accuracy: 0.8619
Epoch 120/500
450/450 [==============================] - 0s 769us/step - loss: 0.3403 - accuracy: 0.8610
Epoch 121/500
450/450 [==============================] - 0s 774us/step - loss: 0.3397 - accuracy: 0.8611
Epoch 122/500
450/450 [==============================] - 0s 780us/step - loss: 0.3395 - accuracy: 0.8608
Epoch 123/500
450/450 [==============================] - 0s 759us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 124/500
450/450 [==============================] - 0s 786us/step - loss: 0.3395 - accuracy: 0.8615
Epoch 125/500
450/450 [==============================] - 0s 821us/step - loss: 0.3394 - accuracy: 0.8610
Epoch 126/500
450/450 [==============================] - 0s 753us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 127/500
450/450 [==============================] - 0s 775us/step - loss: 0.3401 - accuracy: 0.86310s - loss: 0.3377 - accuracy: 0.86
Epoch 128/500
450/450 [==============================] - 0s 763us/step - loss: 0.3395 - accuracy: 0.8612
Epoch 129/500
450/450 [==============================] - 0s 756us/step - loss: 0.3391 - accuracy: 0.8624
Epoch 130/500
450/450 [==============================] - 0s 771us/step - loss: 0.3400 - accuracy: 0.8612
Epoch 131/500
450/450 [==============================] - 0s 751us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 132/500
450/450 [==============================] - 0s 758us/step - loss: 0.3392 - accuracy: 0.8629
Epoch 133/500
450/450 [==============================] - 0s 767us/step - loss: 0.3399 - accuracy: 0.8601
Epoch 134/500
450/450 [==============================] - 0s 757us/step - loss: 0.3390 - accuracy: 0.8611
Epoch 135/500
450/450 [==============================] - 0s 750us/step - loss: 0.3404 - accuracy: 0.8612
Epoch 136/500
450/450 [==============================] - 0s 780us/step - loss: 0.3390 - accuracy: 0.8625
Epoch 137/500
450/450 [==============================] - 0s 768us/step - loss: 0.3395 - accuracy: 0.8614
Epoch 138/500
450/450 [==============================] - 0s 760us/step - loss: 0.3394 - accuracy: 0.8647
Epoch 139/500
450/450 [==============================] - 0s 798us/step - loss: 0.3395 - accuracy: 0.8606
Epoch 140/500
450/450 [==============================] - 0s 759us/step - loss: 0.3399 - accuracy: 0.8629
Epoch 141/500
450/450 [==============================] - 0s 768us/step - loss: 0.3394 - accuracy: 0.8625
Epoch 142/500
450/450 [==============================] - 0s 796us/step - loss: 0.3395 - accuracy: 0.8626
Epoch 143/500
450/450 [==============================] - 0s 761us/step - loss: 0.3394 - accuracy: 0.8600
Epoch 144/500
450/450 [==============================] - 0s 758us/step - loss: 0.3394 - accuracy: 0.8621
Epoch 145/500
450/450 [==============================] - 0s 805us/step - loss: 0.3390 - accuracy: 0.8606
Epoch 146/500
450/450 [==============================] - 0s 760us/step - loss: 0.3393 - accuracy: 0.8644
Epoch 147/500
450/450 [==============================] - 0s 769us/step - loss: 0.3385 - accuracy: 0.8629
Epoch 148/500
450/450 [==============================] - 0s 801us/step - loss: 0.3394 - accuracy: 0.8622
Epoch 149/500
450/450 [==============================] - 0s 785us/step - loss: 0.3392 - accuracy: 0.8604
Epoch 150/500
450/450 [==============================] - 0s 801us/step - loss: 0.3388 - accuracy: 0.8614
Epoch 151/500
450/450 [==============================] - 0s 782us/step - loss: 0.3392 - accuracy: 0.8629
Epoch 152/500
450/450 [==============================] - 0s 798us/step - loss: 0.3390 - accuracy: 0.8606
Epoch 153/500
450/450 [==============================] - 0s 832us/step - loss: 0.3396 - accuracy: 0.8615
Epoch 154/500
450/450 [==============================] - 0s 786us/step - loss: 0.3386 - accuracy: 0.8611
Epoch 155/500
450/450 [==============================] - 0s 766us/step - loss: 0.3395 - accuracy: 0.8610
Epoch 156/500
450/450 [==============================] - 0s 800us/step - loss: 0.3390 - accuracy: 0.8610
Epoch 157/500
450/450 [==============================] - 0s 780us/step - loss: 0.3391 - accuracy: 0.8600
Epoch 158/500
450/450 [==============================] - 0s 769us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 159/500
450/450 [==============================] - 0s 796us/step - loss: 0.3389 - accuracy: 0.8619
Epoch 160/500
450/450 [==============================] - 0s 796us/step - loss: 0.3397 - accuracy: 0.8600
Epoch 161/500
450/450 [==============================] - 0s 769us/step - loss: 0.3391 - accuracy: 0.8622
Epoch 162/500
450/450 [==============================] - 0s 799us/step - loss: 0.3395 - accuracy: 0.8628
Epoch 163/500
450/450 [==============================] - 0s 761us/step - loss: 0.3389 - accuracy: 0.86070s - loss: 0.3417 - accuracy: 0.85
Epoch 164/500
450/450 [==============================] - 0s 773us/step - loss: 0.3390 - accuracy: 0.8633
Epoch 165/500
450/450 [==============================] - 0s 762us/step - loss: 0.3387 - accuracy: 0.8621
Epoch 166/500
450/450 [==============================] - 0s 753us/step - loss: 0.3390 - accuracy: 0.8625
Epoch 167/500
450/450 [==============================] - 0s 772us/step - loss: 0.3395 - accuracy: 0.8612
Epoch 168/500
450/450 [==============================] - 0s 753us/step - loss: 0.3398 - accuracy: 0.8622
Epoch 169/500
450/450 [==============================] - 0s 753us/step - loss: 0.3385 - accuracy: 0.8617
Epoch 170/500
450/450 [==============================] - 0s 778us/step - loss: 0.3394 - accuracy: 0.8632
Epoch 171/500
450/450 [==============================] - 0s 754us/step - loss: 0.3389 - accuracy: 0.8607
Epoch 172/500
450/450 [==============================] - 0s 753us/step - loss: 0.3389 - accuracy: 0.8628
Epoch 173/500
450/450 [==============================] - 0s 775us/step - loss: 0.3396 - accuracy: 0.8626
Epoch 174/500
450/450 [==============================] - 0s 755us/step - loss: 0.3395 - accuracy: 0.8626
Epoch 175/500
450/450 [==============================] - 0s 753us/step - loss: 0.3384 - accuracy: 0.8642
Epoch 176/500
450/450 [==============================] - 0s 786us/step - loss: 0.3392 - accuracy: 0.8631
Epoch 177/500
450/450 [==============================] - 0s 808us/step - loss: 0.3394 - accuracy: 0.8633
Epoch 178/500
450/450 [==============================] - 0s 771us/step - loss: 0.3386 - accuracy: 0.8612
Epoch 179/500
450/450 [==============================] - 0s 780us/step - loss: 0.3384 - accuracy: 0.8624
Epoch 180/500
450/450 [==============================] - 0s 850us/step - loss: 0.3388 - accuracy: 0.8628
Epoch 181/500
450/450 [==============================] - 0s 758us/step - loss: 0.3393 - accuracy: 0.8618
Epoch 182/500
450/450 [==============================] - 0s 780us/step - loss: 0.3388 - accuracy: 0.8643
Epoch 183/500
450/450 [==============================] - 0s 787us/step - loss: 0.3395 - accuracy: 0.8615
Epoch 184/500
450/450 [==============================] - 0s 801us/step - loss: 0.3388 - accuracy: 0.8624
Epoch 185/500
450/450 [==============================] - 0s 793us/step - loss: 0.3393 - accuracy: 0.8589
Epoch 186/500
450/450 [==============================] - 0s 757us/step - loss: 0.3388 - accuracy: 0.8642
Epoch 187/500
450/450 [==============================] - 0s 772us/step - loss: 0.3391 - accuracy: 0.8632
Epoch 188/500
450/450 [==============================] - 0s 761us/step - loss: 0.3392 - accuracy: 0.8615
Epoch 189/500
450/450 [==============================] - 0s 758us/step - loss: 0.3389 - accuracy: 0.8625
Epoch 190/500
450/450 [==============================] - 0s 774us/step - loss: 0.3397 - accuracy: 0.8631
Epoch 191/500
450/450 [==============================] - 0s 753us/step - loss: 0.3388 - accuracy: 0.8646
Epoch 192/500
450/450 [==============================] - 0s 755us/step - loss: 0.3390 - accuracy: 0.8607
Epoch 193/500
450/450 [==============================] - 0s 779us/step - loss: 0.3393 - accuracy: 0.8600
Epoch 194/500
450/450 [==============================] - 0s 766us/step - loss: 0.3391 - accuracy: 0.8607
Epoch 195/500
450/450 [==============================] - 0s 752us/step - loss: 0.3395 - accuracy: 0.8632
Epoch 196/500
450/450 [==============================] - 0s 766us/step - loss: 0.3385 - accuracy: 0.8621
Epoch 197/500
450/450 [==============================] - 0s 749us/step - loss: 0.3395 - accuracy: 0.8631
Epoch 198/500
450/450 [==============================] - 0s 751us/step - loss: 0.3387 - accuracy: 0.8637
Epoch 199/500
450/450 [==============================] - 0s 786us/step - loss: 0.3389 - accuracy: 0.8600
Epoch 200/500
450/450 [==============================] - 0s 750us/step - loss: 0.3393 - accuracy: 0.8608
Epoch 201/500
450/450 [==============================] - 0s 765us/step - loss: 0.3401 - accuracy: 0.8610
Epoch 202/500
450/450 [==============================] - 0s 880us/step - loss: 0.3388 - accuracy: 0.8622
Epoch 203/500
450/450 [==============================] - 0s 807us/step - loss: 0.3381 - accuracy: 0.8619
Epoch 204/500
450/450 [==============================] - 0s 799us/step - loss: 0.3393 - accuracy: 0.8622
Epoch 205/500
450/450 [==============================] - 0s 795us/step - loss: 0.3389 - accuracy: 0.8612
Epoch 206/500
450/450 [==============================] - 0s 817us/step - loss: 0.3389 - accuracy: 0.8621
Epoch 207/500
450/450 [==============================] - 0s 782us/step - loss: 0.3392 - accuracy: 0.8626
Epoch 208/500
450/450 [==============================] - 0s 984us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 209/500
450/450 [==============================] - 0s 774us/step - loss: 0.3383 - accuracy: 0.8615
Epoch 210/500
450/450 [==============================] - 0s 767us/step - loss: 0.3386 - accuracy: 0.8626
Epoch 211/500
450/450 [==============================] - 0s 760us/step - loss: 0.3387 - accuracy: 0.8644
Epoch 212/500
450/450 [==============================] - 0s 769us/step - loss: 0.3386 - accuracy: 0.8629
Epoch 213/500
450/450 [==============================] - 0s 786us/step - loss: 0.3394 - accuracy: 0.8619
Epoch 214/500
450/450 [==============================] - 0s 761us/step - loss: 0.3389 - accuracy: 0.8614
Epoch 215/500
450/450 [==============================] - 0s 791us/step - loss: 0.3390 - accuracy: 0.8629
Epoch 216/500
450/450 [==============================] - 0s 768us/step - loss: 0.3391 - accuracy: 0.8628
Epoch 217/500
450/450 [==============================] - 0s 775us/step - loss: 0.3387 - accuracy: 0.8625
Epoch 218/500
450/450 [==============================] - 0s 799us/step - loss: 0.3395 - accuracy: 0.8624
Epoch 219/500
450/450 [==============================] - 0s 762us/step - loss: 0.3391 - accuracy: 0.8614
Epoch 220/500
450/450 [==============================] - 0s 754us/step - loss: 0.3389 - accuracy: 0.8631
Epoch 221/500
450/450 [==============================] - 0s 784us/step - loss: 0.3392 - accuracy: 0.8617
Epoch 222/500
450/450 [==============================] - 0s 781us/step - loss: 0.3385 - accuracy: 0.8629
Epoch 223/500
450/450 [==============================] - 0s 759us/step - loss: 0.3390 - accuracy: 0.8611
Epoch 224/500
450/450 [==============================] - 0s 770us/step - loss: 0.3386 - accuracy: 0.8617
Epoch 225/500
450/450 [==============================] - 0s 757us/step - loss: 0.3385 - accuracy: 0.8612
Epoch 226/500
450/450 [==============================] - 0s 770us/step - loss: 0.3390 - accuracy: 0.8618
Epoch 227/500
450/450 [==============================] - 0s 769us/step - loss: 0.3382 - accuracy: 0.8608
Epoch 228/500
450/450 [==============================] - 0s 760us/step - loss: 0.3385 - accuracy: 0.8621
Epoch 229/500
450/450 [==============================] - 0s 762us/step - loss: 0.3388 - accuracy: 0.8631
Epoch 230/500
450/450 [==============================] - 0s 808us/step - loss: 0.3379 - accuracy: 0.8619
Epoch 231/500
450/450 [==============================] - 0s 750us/step - loss: 0.3383 - accuracy: 0.8637
Epoch 232/500
450/450 [==============================] - 0s 767us/step - loss: 0.3386 - accuracy: 0.8617
Epoch 233/500
450/450 [==============================] - 0s 769us/step - loss: 0.3379 - accuracy: 0.8606
Epoch 234/500
450/450 [==============================] - 0s 756us/step - loss: 0.3386 - accuracy: 0.8626
Epoch 235/500
450/450 [==============================] - 0s 792us/step - loss: 0.3393 - accuracy: 0.8612
Epoch 236/500
450/450 [==============================] - 0s 758us/step - loss: 0.3386 - accuracy: 0.8611
Epoch 237/500
450/450 [==============================] - 0s 771us/step - loss: 0.3388 - accuracy: 0.8615
Epoch 238/500
450/450 [==============================] - 0s 781us/step - loss: 0.3391 - accuracy: 0.8629
Epoch 239/500
450/450 [==============================] - 0s 770us/step - loss: 0.3384 - accuracy: 0.8601
Epoch 240/500
450/450 [==============================] - 0s 755us/step - loss: 0.3381 - accuracy: 0.8636
Epoch 241/500
450/450 [==============================] - 0s 766us/step - loss: 0.3382 - accuracy: 0.8646
Epoch 242/500
450/450 [==============================] - 0s 752us/step - loss: 0.3387 - accuracy: 0.8646
Epoch 243/500
450/450 [==============================] - 0s 750us/step - loss: 0.3387 - accuracy: 0.8631
Epoch 244/500
450/450 [==============================] - 0s 794us/step - loss: 0.3382 - accuracy: 0.8629
Epoch 245/500
450/450 [==============================] - 0s 759us/step - loss: 0.3392 - accuracy: 0.8615
Epoch 246/500
450/450 [==============================] - 0s 752us/step - loss: 0.3388 - accuracy: 0.8633
Epoch 247/500
450/450 [==============================] - 0s 785us/step - loss: 0.3387 - accuracy: 0.8612
Epoch 248/500
450/450 [==============================] - 0s 751us/step - loss: 0.3392 - accuracy: 0.8611
Epoch 249/500
450/450 [==============================] - 0s 752us/step - loss: 0.3388 - accuracy: 0.8626
Epoch 250/500
450/450 [==============================] - 0s 794us/step - loss: 0.3386 - accuracy: 0.8615
Epoch 251/500
450/450 [==============================] - 0s 764us/step - loss: 0.3388 - accuracy: 0.8626
Epoch 252/500
450/450 [==============================] - 0s 757us/step - loss: 0.3384 - accuracy: 0.8615
Epoch 253/500
450/450 [==============================] - 0s 861us/step - loss: 0.3383 - accuracy: 0.8619
Epoch 254/500
450/450 [==============================] - 0s 755us/step - loss: 0.3385 - accuracy: 0.8628
Epoch 255/500
450/450 [==============================] - 0s 769us/step - loss: 0.3395 - accuracy: 0.8636
Epoch 256/500
450/450 [==============================] - 0s 750us/step - loss: 0.3392 - accuracy: 0.8629
Epoch 257/500
450/450 [==============================] - 0s 758us/step - loss: 0.3385 - accuracy: 0.8615
Epoch 258/500
450/450 [==============================] - 0s 774us/step - loss: 0.3392 - accuracy: 0.8642
Epoch 259/500
450/450 [==============================] - 0s 752us/step - loss: 0.3387 - accuracy: 0.8643
Epoch 260/500
450/450 [==============================] - 0s 755us/step - loss: 0.3386 - accuracy: 0.8615
Epoch 261/500
450/450 [==============================] - 0s 778us/step - loss: 0.3388 - accuracy: 0.8610
Epoch 262/500
450/450 [==============================] - 0s 750us/step - loss: 0.3383 - accuracy: 0.8635
Epoch 263/500
450/450 [==============================] - 0s 749us/step - loss: 0.3388 - accuracy: 0.8608
Epoch 264/500
450/450 [==============================] - 0s 787us/step - loss: 0.3386 - accuracy: 0.8653
Epoch 265/500
450/450 [==============================] - 0s 760us/step - loss: 0.3387 - accuracy: 0.8617
Epoch 266/500
450/450 [==============================] - 0s 753us/step - loss: 0.3384 - accuracy: 0.8621
Epoch 267/500
450/450 [==============================] - 0s 783us/step - loss: 0.3390 - accuracy: 0.8647
Epoch 268/500
450/450 [==============================] - 0s 770us/step - loss: 0.3386 - accuracy: 0.8618
Epoch 269/500
450/450 [==============================] - 0s 774us/step - loss: 0.3382 - accuracy: 0.8621
Epoch 270/500
450/450 [==============================] - 0s 774us/step - loss: 0.3392 - accuracy: 0.8653
Epoch 271/500
450/450 [==============================] - 0s 756us/step - loss: 0.3384 - accuracy: 0.8624
Epoch 272/500
450/450 [==============================] - 0s 749us/step - loss: 0.3385 - accuracy: 0.8624
Epoch 273/500
450/450 [==============================] - 0s 779us/step - loss: 0.3381 - accuracy: 0.8617
Epoch 274/500
450/450 [==============================] - 0s 761us/step - loss: 0.3388 - accuracy: 0.8636
Epoch 275/500
450/450 [==============================] - 0s 751us/step - loss: 0.3387 - accuracy: 0.8625
Epoch 276/500
450/450 [==============================] - 0s 779us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 277/500
450/450 [==============================] - 0s 756us/step - loss: 0.3387 - accuracy: 0.8617
Epoch 278/500
450/450 [==============================] - 0s 752us/step - loss: 0.3389 - accuracy: 0.8624
Epoch 279/500
450/450 [==============================] - 0s 783us/step - loss: 0.3384 - accuracy: 0.86370s - loss: 0.3381 - accuracy: 0.86
Epoch 280/500
450/450 [==============================] - 0s 757us/step - loss: 0.3383 - accuracy: 0.8617
Epoch 281/500
450/450 [==============================] - 0s 778us/step - loss: 0.3381 - accuracy: 0.8636
Epoch 282/500
450/450 [==============================] - 0s 752us/step - loss: 0.3387 - accuracy: 0.8631
Epoch 283/500
450/450 [==============================] - 0s 755us/step - loss: 0.3387 - accuracy: 0.8640
Epoch 284/500
450/450 [==============================] - 0s 776us/step - loss: 0.3387 - accuracy: 0.8632
Epoch 285/500
450/450 [==============================] - 0s 756us/step - loss: 0.3387 - accuracy: 0.8639
Epoch 286/500
450/450 [==============================] - 0s 756us/step - loss: 0.3384 - accuracy: 0.8617
Epoch 287/500
450/450 [==============================] - 0s 797us/step - loss: 0.3383 - accuracy: 0.8624
Epoch 288/500
450/450 [==============================] - 0s 981us/step - loss: 0.3386 - accuracy: 0.8621
Epoch 289/500
450/450 [==============================] - 0s 812us/step - loss: 0.3383 - accuracy: 0.8618
Epoch 290/500
450/450 [==============================] - 0s 783us/step - loss: 0.3384 - accuracy: 0.8599
Epoch 291/500
450/450 [==============================] - 0s 791us/step - loss: 0.3383 - accuracy: 0.8615
Epoch 292/500
450/450 [==============================] - 0s 797us/step - loss: 0.3387 - accuracy: 0.8626
Epoch 293/500
450/450 [==============================] - 0s 827us/step - loss: 0.3386 - accuracy: 0.8626
Epoch 294/500
450/450 [==============================] - 0s 761us/step - loss: 0.3380 - accuracy: 0.8656
Epoch 295/500
450/450 [==============================] - 0s 763us/step - loss: 0.3383 - accuracy: 0.8635
Epoch 296/500
450/450 [==============================] - 0s 753us/step - loss: 0.3390 - accuracy: 0.8611
Epoch 297/500
450/450 [==============================] - 0s 754us/step - loss: 0.3379 - accuracy: 0.8631
Epoch 298/500
450/450 [==============================] - 0s 779us/step - loss: 0.3381 - accuracy: 0.8636
Epoch 299/500
450/450 [==============================] - 0s 755us/step - loss: 0.3386 - accuracy: 0.8603
Epoch 300/500
450/450 [==============================] - 0s 758us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 301/500
450/450 [==============================] - 0s 795us/step - loss: 0.3390 - accuracy: 0.8626
Epoch 302/500
450/450 [==============================] - 0s 767us/step - loss: 0.3391 - accuracy: 0.8633
Epoch 303/500
450/450 [==============================] - 0s 780us/step - loss: 0.3386 - accuracy: 0.8636
Epoch 304/500
450/450 [==============================] - 0s 797us/step - loss: 0.3385 - accuracy: 0.8637
Epoch 305/500
450/450 [==============================] - 0s 761us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 306/500
450/450 [==============================] - 0s 760us/step - loss: 0.3385 - accuracy: 0.8626
Epoch 307/500
450/450 [==============================] - 0s 915us/step - loss: 0.3379 - accuracy: 0.8628
Epoch 308/500
450/450 [==============================] - 0s 770us/step - loss: 0.3387 - accuracy: 0.8625
Epoch 309/500
450/450 [==============================] - 0s 766us/step - loss: 0.3376 - accuracy: 0.8628
Epoch 310/500
450/450 [==============================] - 0s 769us/step - loss: 0.3391 - accuracy: 0.8626
Epoch 311/500
450/450 [==============================] - 0s 755us/step - loss: 0.3382 - accuracy: 0.8624
Epoch 312/500
450/450 [==============================] - 0s 768us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 313/500
450/450 [==============================] - 0s 762us/step - loss: 0.3382 - accuracy: 0.8640
Epoch 314/500
450/450 [==============================] - 0s 763us/step - loss: 0.3382 - accuracy: 0.8611
Epoch 315/500
450/450 [==============================] - 0s 771us/step - loss: 0.3384 - accuracy: 0.8650
Epoch 316/500
450/450 [==============================] - 0s 765us/step - loss: 0.3386 - accuracy: 0.8640
Epoch 317/500
450/450 [==============================] - 0s 752us/step - loss: 0.3379 - accuracy: 0.8632
Epoch 318/500
450/450 [==============================] - 0s 767us/step - loss: 0.3386 - accuracy: 0.8624
Epoch 319/500
450/450 [==============================] - 0s 757us/step - loss: 0.3383 - accuracy: 0.8632
Epoch 320/500
450/450 [==============================] - 0s 763us/step - loss: 0.3382 - accuracy: 0.8619
Epoch 321/500
450/450 [==============================] - 0s 771us/step - loss: 0.3387 - accuracy: 0.8619
Epoch 322/500
450/450 [==============================] - 0s 749us/step - loss: 0.3385 - accuracy: 0.8600
Epoch 323/500
450/450 [==============================] - 0s 753us/step - loss: 0.3384 - accuracy: 0.8618
Epoch 324/500
450/450 [==============================] - 0s 767us/step - loss: 0.3383 - accuracy: 0.8626
Epoch 325/500
450/450 [==============================] - 0s 750us/step - loss: 0.3380 - accuracy: 0.8626
Epoch 326/500
450/450 [==============================] - 0s 768us/step - loss: 0.3381 - accuracy: 0.8647
Epoch 327/500
450/450 [==============================] - 0s 768us/step - loss: 0.3383 - accuracy: 0.86260s - loss: 0.3367 - accuracy:
Epoch 328/500
450/450 [==============================] - 0s 751us/step - loss: 0.3373 - accuracy: 0.8639
Epoch 329/500
450/450 [==============================] - 0s 780us/step - loss: 0.3383 - accuracy: 0.8624
Epoch 330/500
450/450 [==============================] - 0s 754us/step - loss: 0.3383 - accuracy: 0.8637
Epoch 331/500
450/450 [==============================] - 0s 762us/step - loss: 0.3381 - accuracy: 0.86250s - loss: 0.3395 - accuracy: 0.
Epoch 332/500
450/450 [==============================] - 0s 755us/step - loss: 0.3383 - accuracy: 0.8621
Epoch 333/500
450/450 [==============================] - 0s 785us/step - loss: 0.3382 - accuracy: 0.8644
Epoch 334/500
450/450 [==============================] - 0s 751us/step - loss: 0.3383 - accuracy: 0.8618
Epoch 335/500
450/450 [==============================] - 0s 780us/step - loss: 0.3389 - accuracy: 0.8619
Epoch 336/500
450/450 [==============================] - 0s 774us/step - loss: 0.3382 - accuracy: 0.8628
Epoch 337/500
450/450 [==============================] - 0s 752us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 338/500
450/450 [==============================] - 0s 765us/step - loss: 0.3385 - accuracy: 0.8625
Epoch 339/500
450/450 [==============================] - 0s 765us/step - loss: 0.3390 - accuracy: 0.8622
Epoch 340/500
450/450 [==============================] - 0s 754us/step - loss: 0.3385 - accuracy: 0.8629
Epoch 341/500
450/450 [==============================] - 0s 812us/step - loss: 0.3379 - accuracy: 0.8635
Epoch 342/500
450/450 [==============================] - 0s 754us/step - loss: 0.3388 - accuracy: 0.8624
Epoch 343/500
450/450 [==============================] - 0s 969us/step - loss: 0.3377 - accuracy: 0.86560s - loss: 0.3416 - accuracy:
Epoch 344/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3386 - accuracy: 0.8625
Epoch 345/500
450/450 [==============================] - 0s 938us/step - loss: 0.3383 - accuracy: 0.86430s - loss: 0.3413 - accuracy: 0.
Epoch 346/500
450/450 [==============================] - 0s 873us/step - loss: 0.3384 - accuracy: 0.8621
Epoch 347/500
450/450 [==============================] - 0s 915us/step - loss: 0.3386 - accuracy: 0.8626
Epoch 348/500
450/450 [==============================] - 0s 893us/step - loss: 0.3384 - accuracy: 0.8635
Epoch 349/500
450/450 [==============================] - 0s 807us/step - loss: 0.3387 - accuracy: 0.8617
Epoch 350/500
450/450 [==============================] - 0s 851us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 351/500
450/450 [==============================] - 0s 803us/step - loss: 0.3384 - accuracy: 0.8635
Epoch 352/500
450/450 [==============================] - 0s 789us/step - loss: 0.3382 - accuracy: 0.8607
Epoch 353/500
450/450 [==============================] - 0s 778us/step - loss: 0.3389 - accuracy: 0.8637
Epoch 354/500
450/450 [==============================] - 0s 777us/step - loss: 0.3385 - accuracy: 0.8624
Epoch 355/500
450/450 [==============================] - 0s 779us/step - loss: 0.3371 - accuracy: 0.8633
Epoch 356/500
450/450 [==============================] - 0s 756us/step - loss: 0.3385 - accuracy: 0.86210s - loss: 0.3398 - accuracy: 0.
Epoch 357/500
450/450 [==============================] - 0s 801us/step - loss: 0.3384 - accuracy: 0.8649
Epoch 358/500
450/450 [==============================] - 0s 760us/step - loss: 0.3374 - accuracy: 0.8631
Epoch 359/500
450/450 [==============================] - 0s 847us/step - loss: 0.3380 - accuracy: 0.8622
Epoch 360/500
450/450 [==============================] - 0s 839us/step - loss: 0.3385 - accuracy: 0.8633
Epoch 361/500
450/450 [==============================] - 0s 821us/step - loss: 0.3373 - accuracy: 0.8624
Epoch 362/500
450/450 [==============================] - 0s 782us/step - loss: 0.3383 - accuracy: 0.8628
Epoch 363/500
450/450 [==============================] - 0s 763us/step - loss: 0.3379 - accuracy: 0.8636
Epoch 364/500
450/450 [==============================] - 0s 757us/step - loss: 0.3379 - accuracy: 0.8642
Epoch 365/500
450/450 [==============================] - 0s 774us/step - loss: 0.3370 - accuracy: 0.8639
Epoch 366/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3387 - accuracy: 0.8626
Epoch 367/500
450/450 [==============================] - 0s 768us/step - loss: 0.3378 - accuracy: 0.8637
Epoch 368/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3380 - accuracy: 0.8617
Epoch 369/500
450/450 [==============================] - 0s 751us/step - loss: 0.3384 - accuracy: 0.8624
Epoch 370/500
450/450 [==============================] - 0s 786us/step - loss: 0.3384 - accuracy: 0.8637
Epoch 371/500
450/450 [==============================] - 0s 760us/step - loss: 0.3381 - accuracy: 0.8644
Epoch 372/500
450/450 [==============================] - 0s 835us/step - loss: 0.3374 - accuracy: 0.8608
Epoch 373/500
450/450 [==============================] - 0s 852us/step - loss: 0.3382 - accuracy: 0.8639
Epoch 374/500
450/450 [==============================] - 0s 847us/step - loss: 0.3385 - accuracy: 0.8610
Epoch 375/500
450/450 [==============================] - 0s 788us/step - loss: 0.3377 - accuracy: 0.8640
Epoch 376/500
450/450 [==============================] - 0s 802us/step - loss: 0.3383 - accuracy: 0.8629
Epoch 377/500
450/450 [==============================] - 0s 757us/step - loss: 0.3381 - accuracy: 0.8625
Epoch 378/500
450/450 [==============================] - 0s 809us/step - loss: 0.3378 - accuracy: 0.8633
Epoch 379/500
450/450 [==============================] - 0s 768us/step - loss: 0.3380 - accuracy: 0.8635
Epoch 380/500
450/450 [==============================] - 0s 772us/step - loss: 0.3380 - accuracy: 0.8635
Epoch 381/500
450/450 [==============================] - 0s 793us/step - loss: 0.3379 - accuracy: 0.8640
Epoch 382/500
450/450 [==============================] - 0s 770us/step - loss: 0.3376 - accuracy: 0.8642
Epoch 383/500
450/450 [==============================] - 0s 762us/step - loss: 0.3376 - accuracy: 0.8640
Epoch 384/500
450/450 [==============================] - 0s 800us/step - loss: 0.3376 - accuracy: 0.8625
Epoch 385/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8631
Epoch 386/500
450/450 [==============================] - 0s 782us/step - loss: 0.3382 - accuracy: 0.8628
Epoch 387/500
450/450 [==============================] - 0s 829us/step - loss: 0.3382 - accuracy: 0.8633
Epoch 388/500
450/450 [==============================] - 0s 762us/step - loss: 0.3375 - accuracy: 0.8635
Epoch 389/500
450/450 [==============================] - 0s 792us/step - loss: 0.3377 - accuracy: 0.8617
Epoch 390/500
450/450 [==============================] - 0s 798us/step - loss: 0.3376 - accuracy: 0.8658
Epoch 391/500
450/450 [==============================] - 0s 757us/step - loss: 0.3379 - accuracy: 0.8636
Epoch 392/500
450/450 [==============================] - 0s 763us/step - loss: 0.3371 - accuracy: 0.8621
Epoch 393/500
450/450 [==============================] - 0s 759us/step - loss: 0.3380 - accuracy: 0.8632
Epoch 394/500
450/450 [==============================] - 0s 758us/step - loss: 0.3380 - accuracy: 0.8626
Epoch 395/500
450/450 [==============================] - 0s 764us/step - loss: 0.3381 - accuracy: 0.8644
Epoch 396/500
450/450 [==============================] - 0s 771us/step - loss: 0.3377 - accuracy: 0.8619
Epoch 397/500
450/450 [==============================] - 0s 757us/step - loss: 0.3372 - accuracy: 0.8642
Epoch 398/500
450/450 [==============================] - 0s 781us/step - loss: 0.3375 - accuracy: 0.8647
Epoch 399/500
450/450 [==============================] - 0s 767us/step - loss: 0.3373 - accuracy: 0.8636
Epoch 400/500
450/450 [==============================] - 0s 790us/step - loss: 0.3375 - accuracy: 0.8600
Epoch 401/500
450/450 [==============================] - 0s 760us/step - loss: 0.3371 - accuracy: 0.8629
Epoch 402/500
450/450 [==============================] - 0s 763us/step - loss: 0.3376 - accuracy: 0.8656
Epoch 403/500
450/450 [==============================] - 0s 777us/step - loss: 0.3374 - accuracy: 0.8632
Epoch 404/500
450/450 [==============================] - 0s 775us/step - loss: 0.3369 - accuracy: 0.8628
Epoch 405/500
450/450 [==============================] - 0s 763us/step - loss: 0.3371 - accuracy: 0.8631
Epoch 406/500
450/450 [==============================] - 0s 777us/step - loss: 0.3374 - accuracy: 0.8644
Epoch 407/500
450/450 [==============================] - 0s 772us/step - loss: 0.3366 - accuracy: 0.8622
Epoch 408/500
450/450 [==============================] - 0s 769us/step - loss: 0.3367 - accuracy: 0.8629
Epoch 409/500
450/450 [==============================] - 0s 775us/step - loss: 0.3372 - accuracy: 0.8615
Epoch 410/500
450/450 [==============================] - 0s 756us/step - loss: 0.3368 - accuracy: 0.8631
Epoch 411/500
450/450 [==============================] - 0s 753us/step - loss: 0.3372 - accuracy: 0.8626
Epoch 412/500
450/450 [==============================] - 0s 769us/step - loss: 0.3368 - accuracy: 0.8628
Epoch 413/500
450/450 [==============================] - 0s 766us/step - loss: 0.3367 - accuracy: 0.8650
Epoch 414/500
450/450 [==============================] - 0s 759us/step - loss: 0.3370 - accuracy: 0.8646
Epoch 415/500
450/450 [==============================] - 0s 803us/step - loss: 0.3366 - accuracy: 0.8643
Epoch 416/500
450/450 [==============================] - 0s 757us/step - loss: 0.3363 - accuracy: 0.8636
Epoch 417/500
450/450 [==============================] - 0s 751us/step - loss: 0.3370 - accuracy: 0.8632
Epoch 418/500
450/450 [==============================] - 0s 781us/step - loss: 0.3369 - accuracy: 0.8650
Epoch 419/500
450/450 [==============================] - 0s 758us/step - loss: 0.3373 - accuracy: 0.8631
Epoch 420/500
450/450 [==============================] - 0s 755us/step - loss: 0.3372 - accuracy: 0.8656
Epoch 421/500
450/450 [==============================] - 0s 858us/step - loss: 0.3372 - accuracy: 0.8635
Epoch 422/500
450/450 [==============================] - 0s 754us/step - loss: 0.3366 - accuracy: 0.8635
Epoch 423/500
450/450 [==============================] - 0s 762us/step - loss: 0.3366 - accuracy: 0.8632
Epoch 424/500
450/450 [==============================] - 0s 753us/step - loss: 0.3372 - accuracy: 0.8629
Epoch 425/500
450/450 [==============================] - 0s 754us/step - loss: 0.3381 - accuracy: 0.8635
Epoch 426/500
450/450 [==============================] - 0s 752us/step - loss: 0.3368 - accuracy: 0.86430s - loss: 0.3383 - accuracy: 0.
Epoch 427/500
450/450 [==============================] - 0s 765us/step - loss: 0.3365 - accuracy: 0.8647
Epoch 428/500
450/450 [==============================] - 0s 810us/step - loss: 0.3371 - accuracy: 0.8640
Epoch 429/500
450/450 [==============================] - 0s 772us/step - loss: 0.3366 - accuracy: 0.8644
Epoch 430/500
450/450 [==============================] - 0s 752us/step - loss: 0.3369 - accuracy: 0.8639
Epoch 431/500
450/450 [==============================] - 0s 753us/step - loss: 0.3368 - accuracy: 0.8658
Epoch 432/500
450/450 [==============================] - 0s 827us/step - loss: 0.3366 - accuracy: 0.8614
Epoch 433/500
450/450 [==============================] - 0s 757us/step - loss: 0.3368 - accuracy: 0.8636
Epoch 434/500
450/450 [==============================] - 0s 756us/step - loss: 0.3366 - accuracy: 0.8643
Epoch 435/500
450/450 [==============================] - 0s 786us/step - loss: 0.3364 - accuracy: 0.8640
Epoch 436/500
450/450 [==============================] - 0s 770us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 437/500
450/450 [==============================] - 0s 757us/step - loss: 0.3362 - accuracy: 0.8636
Epoch 438/500
450/450 [==============================] - 0s 794us/step - loss: 0.3367 - accuracy: 0.8651
Epoch 439/500
450/450 [==============================] - 0s 762us/step - loss: 0.3368 - accuracy: 0.8632
Epoch 440/500
450/450 [==============================] - 0s 753us/step - loss: 0.3371 - accuracy: 0.8640
Epoch 441/500
450/450 [==============================] - 0s 780us/step - loss: 0.3368 - accuracy: 0.8653
Epoch 442/500
450/450 [==============================] - 0s 757us/step - loss: 0.3373 - accuracy: 0.8647
Epoch 443/500
450/450 [==============================] - 0s 757us/step - loss: 0.3367 - accuracy: 0.8637
Epoch 444/500
450/450 [==============================] - 0s 782us/step - loss: 0.3363 - accuracy: 0.8636
Epoch 445/500
450/450 [==============================] - 0s 758us/step - loss: 0.3375 - accuracy: 0.8642
Epoch 446/500
450/450 [==============================] - 0s 776us/step - loss: 0.3364 - accuracy: 0.8644
Epoch 447/500
450/450 [==============================] - 0s 775us/step - loss: 0.3359 - accuracy: 0.8646
Epoch 448/500
450/450 [==============================] - 0s 751us/step - loss: 0.3366 - accuracy: 0.8646
Epoch 449/500
450/450 [==============================] - 0s 782us/step - loss: 0.3368 - accuracy: 0.8654
Epoch 450/500
450/450 [==============================] - 0s 755us/step - loss: 0.3369 - accuracy: 0.8664
Epoch 451/500
450/450 [==============================] - 0s 765us/step - loss: 0.3368 - accuracy: 0.8640
Epoch 452/500
450/450 [==============================] - 0s 775us/step - loss: 0.3363 - accuracy: 0.8656
Epoch 453/500
450/450 [==============================] - 0s 765us/step - loss: 0.3359 - accuracy: 0.8635
Epoch 454/500
450/450 [==============================] - 0s 759us/step - loss: 0.3365 - accuracy: 0.8629
Epoch 455/500
450/450 [==============================] - 0s 789us/step - loss: 0.3368 - accuracy: 0.8653
Epoch 456/500
450/450 [==============================] - 0s 754us/step - loss: 0.3368 - accuracy: 0.8639
Epoch 457/500
450/450 [==============================] - 0s 791us/step - loss: 0.3364 - accuracy: 0.8622
Epoch 458/500
450/450 [==============================] - 0s 747us/step - loss: 0.3365 - accuracy: 0.8636
Epoch 459/500
450/450 [==============================] - 0s 766us/step - loss: 0.3366 - accuracy: 0.8636
Epoch 460/500
450/450 [==============================] - 0s 774us/step - loss: 0.3364 - accuracy: 0.8654
Epoch 461/500
450/450 [==============================] - 0s 779us/step - loss: 0.3365 - accuracy: 0.8633
Epoch 462/500
450/450 [==============================] - 0s 757us/step - loss: 0.3367 - accuracy: 0.8626
Epoch 463/500
450/450 [==============================] - 0s 756us/step - loss: 0.3364 - accuracy: 0.8650
Epoch 464/500
450/450 [==============================] - 0s 811us/step - loss: 0.3360 - accuracy: 0.8658
Epoch 465/500
450/450 [==============================] - 0s 754us/step - loss: 0.3365 - accuracy: 0.8646
Epoch 466/500
450/450 [==============================] - 0s 755us/step - loss: 0.3370 - accuracy: 0.8635
Epoch 467/500
450/450 [==============================] - 0s 787us/step - loss: 0.3369 - accuracy: 0.8636
Epoch 468/500
450/450 [==============================] - 0s 751us/step - loss: 0.3364 - accuracy: 0.8639
Epoch 469/500
450/450 [==============================] - 0s 769us/step - loss: 0.3360 - accuracy: 0.8633
Epoch 470/500
450/450 [==============================] - 0s 759us/step - loss: 0.3365 - accuracy: 0.8646
Epoch 471/500
450/450 [==============================] - 0s 755us/step - loss: 0.3363 - accuracy: 0.8618
Epoch 472/500
450/450 [==============================] - 0s 777us/step - loss: 0.3362 - accuracy: 0.8642
Epoch 473/500
450/450 [==============================] - 0s 793us/step - loss: 0.3365 - accuracy: 0.8621
Epoch 474/500
450/450 [==============================] - 0s 755us/step - loss: 0.3365 - accuracy: 0.8637
Epoch 475/500
450/450 [==============================] - 0s 777us/step - loss: 0.3366 - accuracy: 0.8653
Epoch 476/500
450/450 [==============================] - 0s 775us/step - loss: 0.3364 - accuracy: 0.8617
Epoch 477/500
450/450 [==============================] - 0s 752us/step - loss: 0.3367 - accuracy: 0.8637
Epoch 478/500
450/450 [==============================] - 0s 762us/step - loss: 0.3362 - accuracy: 0.8636
Epoch 479/500
450/450 [==============================] - 0s 752us/step - loss: 0.3367 - accuracy: 0.8644
Epoch 480/500
450/450 [==============================] - 0s 755us/step - loss: 0.3362 - accuracy: 0.8624
Epoch 481/500
450/450 [==============================] - 0s 772us/step - loss: 0.3363 - accuracy: 0.8662
Epoch 482/500
450/450 [==============================] - 0s 755us/step - loss: 0.3367 - accuracy: 0.8631
Epoch 483/500
450/450 [==============================] - 0s 756us/step - loss: 0.3363 - accuracy: 0.8633
Epoch 484/500
450/450 [==============================] - 0s 775us/step - loss: 0.3365 - accuracy: 0.8643
Epoch 485/500
450/450 [==============================] - 0s 759us/step - loss: 0.3368 - accuracy: 0.8642
Epoch 486/500
450/450 [==============================] - 0s 761us/step - loss: 0.3360 - accuracy: 0.8651
Epoch 487/500
450/450 [==============================] - 0s 950us/step - loss: 0.3368 - accuracy: 0.8653
Epoch 488/500
450/450 [==============================] - 0s 754us/step - loss: 0.3369 - accuracy: 0.8639
Epoch 489/500
450/450 [==============================] - 0s 774us/step - loss: 0.3362 - accuracy: 0.8635
Epoch 490/500
450/450 [==============================] - 0s 769us/step - loss: 0.3364 - accuracy: 0.8642
Epoch 491/500
450/450 [==============================] - 0s 747us/step - loss: 0.3368 - accuracy: 0.8650
Epoch 492/500
450/450 [==============================] - 0s 771us/step - loss: 0.3360 - accuracy: 0.8642
Epoch 493/500
450/450 [==============================] - 0s 758us/step - loss: 0.3364 - accuracy: 0.8658
Epoch 494/500
450/450 [==============================] - 0s 754us/step - loss: 0.3371 - accuracy: 0.8621
Epoch 495/500
450/450 [==============================] - 0s 770us/step - loss: 0.3365 - accuracy: 0.8651
Epoch 496/500
450/450 [==============================] - 0s 757us/step - loss: 0.3365 - accuracy: 0.8621
Epoch 497/500
450/450 [==============================] - 0s 749us/step - loss: 0.3369 - accuracy: 0.8628
Epoch 498/500
450/450 [==============================] - 0s 777us/step - loss: 0.3363 - accuracy: 0.8647
Epoch 499/500
450/450 [==============================] - 0s 760us/step - loss: 0.3369 - accuracy: 0.8635
Epoch 500/500
450/450 [==============================] - 0s 755us/step - loss: 0.3363 - accuracy: 0.8651
Epoch 1/500
450/450 [==============================] - 0s 825us/step - loss: 0.5701 - accuracy: 0.7950
Epoch 2/500
450/450 [==============================] - 0s 836us/step - loss: 0.4455 - accuracy: 0.7962
Epoch 3/500
450/450 [==============================] - 0s 831us/step - loss: 0.4364 - accuracy: 0.79620s - loss: 0.4353 - accuracy: 0.79
Epoch 4/500
450/450 [==============================] - 0s 812us/step - loss: 0.4337 - accuracy: 0.7962
Epoch 5/500
450/450 [==============================] - 0s 884us/step - loss: 0.4320 - accuracy: 0.7962
Epoch 6/500
450/450 [==============================] - 0s 836us/step - loss: 0.4302 - accuracy: 0.7962
Epoch 7/500
450/450 [==============================] - 0s 840us/step - loss: 0.4277 - accuracy: 0.7962
Epoch 8/500
450/450 [==============================] - 0s 859us/step - loss: 0.4256 - accuracy: 0.8074
Epoch 9/500
450/450 [==============================] - 0s 830us/step - loss: 0.4236 - accuracy: 0.8204
Epoch 10/500
450/450 [==============================] - 0s 852us/step - loss: 0.4220 - accuracy: 0.8225
Epoch 11/500
450/450 [==============================] - 0s 832us/step - loss: 0.4197 - accuracy: 0.8246
Epoch 12/500
450/450 [==============================] - 0s 827us/step - loss: 0.4190 - accuracy: 0.8293
Epoch 13/500
450/450 [==============================] - 0s 862us/step - loss: 0.4176 - accuracy: 0.8303
Epoch 14/500
450/450 [==============================] - 0s 834us/step - loss: 0.4167 - accuracy: 0.8292
Epoch 15/500
450/450 [==============================] - 0s 840us/step - loss: 0.4155 - accuracy: 0.8306
Epoch 16/500
450/450 [==============================] - 0s 874us/step - loss: 0.4146 - accuracy: 0.8311
Epoch 17/500
450/450 [==============================] - 0s 834us/step - loss: 0.4141 - accuracy: 0.8335
Epoch 18/500
450/450 [==============================] - 0s 840us/step - loss: 0.4128 - accuracy: 0.8343
Epoch 19/500
450/450 [==============================] - 0s 848us/step - loss: 0.4124 - accuracy: 0.8339
Epoch 20/500
450/450 [==============================] - 0s 786us/step - loss: 0.4116 - accuracy: 0.8338
Epoch 21/500
450/450 [==============================] - 0s 826us/step - loss: 0.4111 - accuracy: 0.8338
Epoch 22/500
450/450 [==============================] - 0s 798us/step - loss: 0.4099 - accuracy: 0.8343
Epoch 23/500
450/450 [==============================] - 0s 773us/step - loss: 0.4095 - accuracy: 0.8344
Epoch 24/500
450/450 [==============================] - 0s 807us/step - loss: 0.4092 - accuracy: 0.8354
Epoch 25/500
450/450 [==============================] - 0s 780us/step - loss: 0.4086 - accuracy: 0.8344
Epoch 26/500
450/450 [==============================] - 0s 814us/step - loss: 0.4079 - accuracy: 0.8346
Epoch 27/500
450/450 [==============================] - 0s 800us/step - loss: 0.4079 - accuracy: 0.8357
Epoch 28/500
450/450 [==============================] - 0s 792us/step - loss: 0.4071 - accuracy: 0.8349
Epoch 29/500
450/450 [==============================] - 0s 801us/step - loss: 0.4068 - accuracy: 0.8357
Epoch 30/500
450/450 [==============================] - 0s 809us/step - loss: 0.4063 - accuracy: 0.8353
Epoch 31/500
450/450 [==============================] - 0s 790us/step - loss: 0.4061 - accuracy: 0.8351
Epoch 32/500
450/450 [==============================] - 0s 819us/step - loss: 0.4057 - accuracy: 0.8360
Epoch 33/500
450/450 [==============================] - 0s 792us/step - loss: 0.4055 - accuracy: 0.8351
Epoch 34/500
450/450 [==============================] - 0s 784us/step - loss: 0.4049 - accuracy: 0.8356
Epoch 35/500
450/450 [==============================] - 0s 830us/step - loss: 0.4046 - accuracy: 0.8338
Epoch 36/500
450/450 [==============================] - 0s 797us/step - loss: 0.4046 - accuracy: 0.8357
Epoch 37/500
450/450 [==============================] - 0s 816us/step - loss: 0.4043 - accuracy: 0.8356
Epoch 38/500
450/450 [==============================] - 0s 877us/step - loss: 0.4042 - accuracy: 0.8350
Epoch 39/500
450/450 [==============================] - 0s 825us/step - loss: 0.4040 - accuracy: 0.8358
Epoch 40/500
450/450 [==============================] - 0s 813us/step - loss: 0.4039 - accuracy: 0.8371
Epoch 41/500
450/450 [==============================] - 0s 796us/step - loss: 0.4037 - accuracy: 0.8356
Epoch 42/500
450/450 [==============================] - 0s 813us/step - loss: 0.4034 - accuracy: 0.8364
Epoch 43/500
450/450 [==============================] - 0s 827us/step - loss: 0.4033 - accuracy: 0.8367
Epoch 44/500
450/450 [==============================] - 0s 836us/step - loss: 0.4031 - accuracy: 0.8351
Epoch 45/500
450/450 [==============================] - 0s 798us/step - loss: 0.4031 - accuracy: 0.8358
Epoch 46/500
450/450 [==============================] - 0s 779us/step - loss: 0.4029 - accuracy: 0.8350
Epoch 47/500
450/450 [==============================] - 0s 779us/step - loss: 0.4025 - accuracy: 0.8357
Epoch 48/500
450/450 [==============================] - 0s 797us/step - loss: 0.4028 - accuracy: 0.8361
Epoch 49/500
450/450 [==============================] - 0s 778us/step - loss: 0.4025 - accuracy: 0.8357
Epoch 50/500
450/450 [==============================] - 0s 775us/step - loss: 0.4024 - accuracy: 0.8357
Epoch 51/500
450/450 [==============================] - 0s 814us/step - loss: 0.4024 - accuracy: 0.8351
Epoch 52/500
450/450 [==============================] - 0s 776us/step - loss: 0.4022 - accuracy: 0.8353
Epoch 53/500
450/450 [==============================] - 0s 798us/step - loss: 0.4019 - accuracy: 0.8367
Epoch 54/500
450/450 [==============================] - 0s 813us/step - loss: 0.4023 - accuracy: 0.8358
Epoch 55/500
450/450 [==============================] - 0s 788us/step - loss: 0.4021 - accuracy: 0.8364
Epoch 56/500
450/450 [==============================] - 0s 781us/step - loss: 0.4018 - accuracy: 0.8369
Epoch 57/500
450/450 [==============================] - 0s 825us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 58/500
450/450 [==============================] - 0s 780us/step - loss: 0.4021 - accuracy: 0.8363
Epoch 59/500
450/450 [==============================] - 0s 797us/step - loss: 0.4019 - accuracy: 0.8361
Epoch 60/500
450/450 [==============================] - 0s 780us/step - loss: 0.4015 - accuracy: 0.8367
Epoch 61/500
450/450 [==============================] - 0s 783us/step - loss: 0.4015 - accuracy: 0.8368
Epoch 62/500
450/450 [==============================] - 0s 834us/step - loss: 0.4019 - accuracy: 0.8361
Epoch 63/500
450/450 [==============================] - 0s 784us/step - loss: 0.4015 - accuracy: 0.8361
Epoch 64/500
450/450 [==============================] - 0s 777us/step - loss: 0.4016 - accuracy: 0.8378
Epoch 65/500
450/450 [==============================] - 0s 816us/step - loss: 0.4013 - accuracy: 0.8368
Epoch 66/500
450/450 [==============================] - 0s 778us/step - loss: 0.4019 - accuracy: 0.8364
Epoch 67/500
450/450 [==============================] - 0s 791us/step - loss: 0.4012 - accuracy: 0.8364
Epoch 68/500
450/450 [==============================] - 0s 816us/step - loss: 0.4015 - accuracy: 0.8371
Epoch 69/500
450/450 [==============================] - 0s 778us/step - loss: 0.4013 - accuracy: 0.8363
Epoch 70/500
450/450 [==============================] - 0s 811us/step - loss: 0.4015 - accuracy: 0.8367
Epoch 71/500
450/450 [==============================] - 0s 783us/step - loss: 0.4014 - accuracy: 0.8354
Epoch 72/500
450/450 [==============================] - 0s 782us/step - loss: 0.4010 - accuracy: 0.8382
Epoch 73/500
450/450 [==============================] - 0s 812us/step - loss: 0.4013 - accuracy: 0.8354
Epoch 74/500
450/450 [==============================] - 0s 796us/step - loss: 0.4010 - accuracy: 0.8374
Epoch 75/500
450/450 [==============================] - 0s 795us/step - loss: 0.4014 - accuracy: 0.8361
Epoch 76/500
450/450 [==============================] - 0s 823us/step - loss: 0.4014 - accuracy: 0.8349
Epoch 77/500
450/450 [==============================] - 0s 774us/step - loss: 0.4012 - accuracy: 0.8374
Epoch 78/500
450/450 [==============================] - 0s 782us/step - loss: 0.4015 - accuracy: 0.8357
Epoch 79/500
450/450 [==============================] - 0s 808us/step - loss: 0.4013 - accuracy: 0.8378
Epoch 80/500
450/450 [==============================] - 0s 778us/step - loss: 0.4011 - accuracy: 0.8371
Epoch 81/500
450/450 [==============================] - 0s 778us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 82/500
450/450 [==============================] - 0s 813us/step - loss: 0.4011 - accuracy: 0.8353
Epoch 83/500
450/450 [==============================] - 0s 782us/step - loss: 0.4017 - accuracy: 0.8368
Epoch 84/500
450/450 [==============================] - 0s 800us/step - loss: 0.4013 - accuracy: 0.8360
Epoch 85/500
450/450 [==============================] - 0s 797us/step - loss: 0.4013 - accuracy: 0.8346
Epoch 86/500
450/450 [==============================] - 0s 807us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 87/500
450/450 [==============================] - 0s 889us/step - loss: 0.4017 - accuracy: 0.8367
Epoch 88/500
450/450 [==============================] - 0s 782us/step - loss: 0.4009 - accuracy: 0.8365
Epoch 89/500
450/450 [==============================] - 0s 780us/step - loss: 0.4012 - accuracy: 0.8369
Epoch 90/500
450/450 [==============================] - 0s 940us/step - loss: 0.4010 - accuracy: 0.8375
Epoch 91/500
450/450 [==============================] - 0s 797us/step - loss: 0.4011 - accuracy: 0.8374
Epoch 92/500
450/450 [==============================] - 0s 819us/step - loss: 0.4011 - accuracy: 0.8361
Epoch 93/500
450/450 [==============================] - 0s 808us/step - loss: 0.4014 - accuracy: 0.8354
Epoch 94/500
450/450 [==============================] - 0s 786us/step - loss: 0.4012 - accuracy: 0.8367
Epoch 95/500
450/450 [==============================] - 0s 816us/step - loss: 0.4014 - accuracy: 0.83560s - loss: 0.3983 - accuracy: 0.
Epoch 96/500
450/450 [==============================] - 0s 783us/step - loss: 0.4012 - accuracy: 0.8364
Epoch 97/500
450/450 [==============================] - 0s 804us/step - loss: 0.4011 - accuracy: 0.8368
Epoch 98/500
450/450 [==============================] - 0s 811us/step - loss: 0.4012 - accuracy: 0.8371
Epoch 99/500
450/450 [==============================] - 0s 789us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 100/500
450/450 [==============================] - 0s 779us/step - loss: 0.4013 - accuracy: 0.8351
Epoch 101/500
450/450 [==============================] - 0s 801us/step - loss: 0.4011 - accuracy: 0.8361
Epoch 102/500
450/450 [==============================] - 0s 812us/step - loss: 0.4012 - accuracy: 0.8354
Epoch 103/500
450/450 [==============================] - 0s 812us/step - loss: 0.4011 - accuracy: 0.8367
Epoch 104/500
450/450 [==============================] - 0s 794us/step - loss: 0.4011 - accuracy: 0.8372
Epoch 105/500
450/450 [==============================] - 0s 781us/step - loss: 0.4012 - accuracy: 0.8378
Epoch 106/500
450/450 [==============================] - 0s 815us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 107/500
450/450 [==============================] - 0s 784us/step - loss: 0.4013 - accuracy: 0.8374
Epoch 108/500
450/450 [==============================] - 0s 784us/step - loss: 0.4007 - accuracy: 0.8360
Epoch 109/500
450/450 [==============================] - 0s 804us/step - loss: 0.4012 - accuracy: 0.8367
Epoch 110/500
450/450 [==============================] - 0s 799us/step - loss: 0.4011 - accuracy: 0.8369
Epoch 111/500
450/450 [==============================] - 0s 790us/step - loss: 0.4013 - accuracy: 0.8357
Epoch 112/500
450/450 [==============================] - 0s 813us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 113/500
450/450 [==============================] - 0s 787us/step - loss: 0.4010 - accuracy: 0.8349
Epoch 114/500
450/450 [==============================] - 0s 810us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 115/500
450/450 [==============================] - 0s 790us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 116/500
450/450 [==============================] - 0s 779us/step - loss: 0.4006 - accuracy: 0.8346
Epoch 117/500
450/450 [==============================] - 0s 805us/step - loss: 0.4011 - accuracy: 0.8357
Epoch 118/500
450/450 [==============================] - 0s 802us/step - loss: 0.4011 - accuracy: 0.8374
Epoch 119/500
450/450 [==============================] - 0s 782us/step - loss: 0.4010 - accuracy: 0.8354
Epoch 120/500
450/450 [==============================] - 0s 865us/step - loss: 0.4010 - accuracy: 0.8376
Epoch 121/500
450/450 [==============================] - 0s 808us/step - loss: 0.4010 - accuracy: 0.8360
Epoch 122/500
450/450 [==============================] - 0s 819us/step - loss: 0.4010 - accuracy: 0.8365
Epoch 123/500
450/450 [==============================] - 0s 805us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 124/500
450/450 [==============================] - 0s 807us/step - loss: 0.4010 - accuracy: 0.8357
Epoch 125/500
450/450 [==============================] - 0s 822us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 126/500
450/450 [==============================] - 0s 831us/step - loss: 0.4010 - accuracy: 0.8365
Epoch 127/500
450/450 [==============================] - 0s 773us/step - loss: 0.4010 - accuracy: 0.8361
Epoch 128/500
450/450 [==============================] - 0s 811us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 129/500
450/450 [==============================] - 0s 792us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 130/500
450/450 [==============================] - 0s 786us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 131/500
450/450 [==============================] - 0s 815us/step - loss: 0.4012 - accuracy: 0.8360
Epoch 132/500
450/450 [==============================] - 0s 784us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 133/500
450/450 [==============================] - 0s 790us/step - loss: 0.4009 - accuracy: 0.8367
Epoch 134/500
450/450 [==============================] - 0s 799us/step - loss: 0.4006 - accuracy: 0.8372
Epoch 135/500
450/450 [==============================] - 0s 790us/step - loss: 0.4007 - accuracy: 0.8363
Epoch 136/500
450/450 [==============================] - 0s 839us/step - loss: 0.4009 - accuracy: 0.8369
Epoch 137/500
450/450 [==============================] - 0s 781us/step - loss: 0.4008 - accuracy: 0.8381
Epoch 138/500
450/450 [==============================] - 0s 789us/step - loss: 0.4007 - accuracy: 0.8346
Epoch 139/500
450/450 [==============================] - 0s 814us/step - loss: 0.4008 - accuracy: 0.8349
Epoch 140/500
450/450 [==============================] - 0s 800us/step - loss: 0.4007 - accuracy: 0.8367
Epoch 141/500
450/450 [==============================] - 0s 789us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 142/500
450/450 [==============================] - 0s 819us/step - loss: 0.4009 - accuracy: 0.8374
Epoch 143/500
450/450 [==============================] - 0s 785us/step - loss: 0.4008 - accuracy: 0.8351
Epoch 144/500
450/450 [==============================] - 0s 781us/step - loss: 0.4009 - accuracy: 0.8368
Epoch 145/500
450/450 [==============================] - 0s 817us/step - loss: 0.4004 - accuracy: 0.8369
Epoch 146/500
450/450 [==============================] - 0s 785us/step - loss: 0.4010 - accuracy: 0.8374
Epoch 147/500
450/450 [==============================] - 0s 780us/step - loss: 0.4004 - accuracy: 0.8381
Epoch 148/500
450/450 [==============================] - 0s 821us/step - loss: 0.4007 - accuracy: 0.8364
Epoch 149/500
450/450 [==============================] - 0s 801us/step - loss: 0.4007 - accuracy: 0.8375
Epoch 150/500
450/450 [==============================] - 0s 824us/step - loss: 0.4004 - accuracy: 0.8357
Epoch 151/500
450/450 [==============================] - 0s 794us/step - loss: 0.4007 - accuracy: 0.8369
Epoch 152/500
450/450 [==============================] - 0s 799us/step - loss: 0.4008 - accuracy: 0.8368
Epoch 153/500
450/450 [==============================] - 0s 853us/step - loss: 0.4007 - accuracy: 0.8371
Epoch 154/500
450/450 [==============================] - 0s 798us/step - loss: 0.4003 - accuracy: 0.8371
Epoch 155/500
450/450 [==============================] - 0s 798us/step - loss: 0.4009 - accuracy: 0.8372
Epoch 156/500
450/450 [==============================] - 0s 798us/step - loss: 0.4005 - accuracy: 0.8372
Epoch 157/500
450/450 [==============================] - 0s 795us/step - loss: 0.4008 - accuracy: 0.8369
Epoch 158/500
450/450 [==============================] - 0s 787us/step - loss: 0.4007 - accuracy: 0.8389
Epoch 159/500
450/450 [==============================] - 0s 812us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 160/500
450/450 [==============================] - 0s 799us/step - loss: 0.4007 - accuracy: 0.8378
Epoch 161/500
450/450 [==============================] - 0s 815us/step - loss: 0.4006 - accuracy: 0.8368
Epoch 162/500
450/450 [==============================] - 0s 780us/step - loss: 0.4007 - accuracy: 0.8378
Epoch 163/500
450/450 [==============================] - 0s 809us/step - loss: 0.4004 - accuracy: 0.8376
Epoch 164/500
450/450 [==============================] - 0s 806us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 165/500
450/450 [==============================] - 0s 784us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 166/500
450/450 [==============================] - 0s 780us/step - loss: 0.4006 - accuracy: 0.8372
Epoch 167/500
450/450 [==============================] - 0s 818us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 168/500
450/450 [==============================] - 0s 787us/step - loss: 0.4005 - accuracy: 0.8364
Epoch 169/500
450/450 [==============================] - 0s 780us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 170/500
450/450 [==============================] - 0s 808us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 171/500
450/450 [==============================] - 0s 781us/step - loss: 0.4007 - accuracy: 0.8372
Epoch 172/500
450/450 [==============================] - 0s 806us/step - loss: 0.4006 - accuracy: 0.8372
Epoch 173/500
450/450 [==============================] - 0s 788us/step - loss: 0.4005 - accuracy: 0.8369
Epoch 174/500
450/450 [==============================] - 0s 952us/step - loss: 0.4005 - accuracy: 0.8368
Epoch 175/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4001 - accuracy: 0.8360
Epoch 176/500
450/450 [==============================] - 0s 899us/step - loss: 0.4000 - accuracy: 0.8367
Epoch 177/500
450/450 [==============================] - 0s 977us/step - loss: 0.4005 - accuracy: 0.8374
Epoch 178/500
450/450 [==============================] - 0s 929us/step - loss: 0.4007 - accuracy: 0.8378
Epoch 179/500
450/450 [==============================] - 0s 908us/step - loss: 0.4005 - accuracy: 0.8381
Epoch 180/500
450/450 [==============================] - 0s 828us/step - loss: 0.3999 - accuracy: 0.8379
Epoch 181/500
450/450 [==============================] - 0s 860us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 182/500
450/450 [==============================] - 0s 782us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 183/500
450/450 [==============================] - 0s 864us/step - loss: 0.4002 - accuracy: 0.8372
Epoch 184/500
450/450 [==============================] - 0s 830us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 185/500
450/450 [==============================] - 0s 994us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 186/500
450/450 [==============================] - 0s 869us/step - loss: 0.4004 - accuracy: 0.8374
Epoch 187/500
450/450 [==============================] - 0s 825us/step - loss: 0.4003 - accuracy: 0.8375
Epoch 188/500
450/450 [==============================] - 0s 815us/step - loss: 0.4002 - accuracy: 0.8367
Epoch 189/500
450/450 [==============================] - 0s 866us/step - loss: 0.4003 - accuracy: 0.8371
Epoch 190/500
450/450 [==============================] - 0s 884us/step - loss: 0.4005 - accuracy: 0.8371
Epoch 191/500
450/450 [==============================] - 0s 854us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 192/500
450/450 [==============================] - 0s 799us/step - loss: 0.4003 - accuracy: 0.8378
Epoch 193/500
450/450 [==============================] - 0s 786us/step - loss: 0.4003 - accuracy: 0.8357
Epoch 194/500
450/450 [==============================] - 0s 787us/step - loss: 0.4002 - accuracy: 0.8389
Epoch 195/500
450/450 [==============================] - 0s 798us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 196/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8367
Epoch 197/500
450/450 [==============================] - 0s 795us/step - loss: 0.4000 - accuracy: 0.8368
Epoch 198/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8372: 0s - loss: 0.4114 - ac
Epoch 199/500
450/450 [==============================] - 0s 800us/step - loss: 0.4002 - accuracy: 0.8374
Epoch 200/500
450/450 [==============================] - 0s 822us/step - loss: 0.4002 - accuracy: 0.8364
Epoch 201/500
450/450 [==============================] - 0s 796us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 202/500
450/450 [==============================] - 0s 862us/step - loss: 0.4006 - accuracy: 0.8372
Epoch 203/500
450/450 [==============================] - 0s 883us/step - loss: 0.4003 - accuracy: 0.8368
Epoch 204/500
450/450 [==============================] - 0s 880us/step - loss: 0.4003 - accuracy: 0.8378
Epoch 205/500
450/450 [==============================] - 0s 809us/step - loss: 0.4002 - accuracy: 0.8367
Epoch 206/500
450/450 [==============================] - 0s 821us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 207/500
450/450 [==============================] - 0s 815us/step - loss: 0.3999 - accuracy: 0.8376
Epoch 208/500
450/450 [==============================] - 0s 788us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 209/500
450/450 [==============================] - 0s 787us/step - loss: 0.3999 - accuracy: 0.8363
Epoch 210/500
450/450 [==============================] - 0s 791us/step - loss: 0.4003 - accuracy: 0.8368
Epoch 211/500
450/450 [==============================] - 0s 806us/step - loss: 0.4000 - accuracy: 0.8361
Epoch 212/500
450/450 [==============================] - 0s 795us/step - loss: 0.3999 - accuracy: 0.8376
Epoch 213/500
450/450 [==============================] - 0s 803us/step - loss: 0.4005 - accuracy: 0.8360
Epoch 214/500
450/450 [==============================] - 0s 786us/step - loss: 0.4003 - accuracy: 0.8369
Epoch 215/500
450/450 [==============================] - 0s 793us/step - loss: 0.3998 - accuracy: 0.8378
Epoch 216/500
450/450 [==============================] - 0s 794us/step - loss: 0.3999 - accuracy: 0.8372
Epoch 217/500
450/450 [==============================] - 0s 787us/step - loss: 0.3996 - accuracy: 0.8364
Epoch 218/500
450/450 [==============================] - 0s 797us/step - loss: 0.3998 - accuracy: 0.8363
Epoch 219/500
450/450 [==============================] - 0s 821us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 220/500
450/450 [==============================] - 0s 781us/step - loss: 0.4001 - accuracy: 0.8367
Epoch 221/500
450/450 [==============================] - 0s 793us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 222/500
450/450 [==============================] - 0s 802us/step - loss: 0.3998 - accuracy: 0.8356
Epoch 223/500
450/450 [==============================] - 0s 781us/step - loss: 0.4001 - accuracy: 0.8381
Epoch 224/500
450/450 [==============================] - 0s 815us/step - loss: 0.3997 - accuracy: 0.8365
Epoch 225/500
450/450 [==============================] - 0s 812us/step - loss: 0.3998 - accuracy: 0.8365
Epoch 226/500
450/450 [==============================] - 0s 794us/step - loss: 0.3997 - accuracy: 0.8360
Epoch 227/500
450/450 [==============================] - 0s 801us/step - loss: 0.3996 - accuracy: 0.8367
Epoch 228/500
450/450 [==============================] - 0s 782us/step - loss: 0.3996 - accuracy: 0.8363
Epoch 229/500
450/450 [==============================] - 0s 804us/step - loss: 0.3993 - accuracy: 0.8371
Epoch 230/500
450/450 [==============================] - 0s 803us/step - loss: 0.3994 - accuracy: 0.8363
Epoch 231/500
450/450 [==============================] - 0s 783us/step - loss: 0.3994 - accuracy: 0.8368
Epoch 232/500
450/450 [==============================] - 0s 799us/step - loss: 0.3991 - accuracy: 0.8367
Epoch 233/500
450/450 [==============================] - 0s 811us/step - loss: 0.3991 - accuracy: 0.8361
Epoch 234/500
450/450 [==============================] - 0s 778us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 235/500
450/450 [==============================] - 0s 805us/step - loss: 0.3987 - accuracy: 0.8365
Epoch 236/500
450/450 [==============================] - 0s 783us/step - loss: 0.3989 - accuracy: 0.8356
Epoch 237/500
450/450 [==============================] - 0s 794us/step - loss: 0.3988 - accuracy: 0.8367
Epoch 238/500
450/450 [==============================] - 0s 821us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 239/500
450/450 [==============================] - 0s 795us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 240/500
450/450 [==============================] - 0s 780us/step - loss: 0.3987 - accuracy: 0.8356
Epoch 241/500
450/450 [==============================] - 0s 822us/step - loss: 0.3990 - accuracy: 0.8365
Epoch 242/500
450/450 [==============================] - 0s 792us/step - loss: 0.3987 - accuracy: 0.8360
Epoch 243/500
450/450 [==============================] - 0s 781us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 244/500
450/450 [==============================] - 0s 812us/step - loss: 0.3988 - accuracy: 0.8358
Epoch 245/500
450/450 [==============================] - 0s 787us/step - loss: 0.3988 - accuracy: 0.8358
Epoch 246/500
450/450 [==============================] - 0s 794us/step - loss: 0.3987 - accuracy: 0.8356
Epoch 247/500
450/450 [==============================] - 0s 801us/step - loss: 0.3987 - accuracy: 0.8364
Epoch 248/500
450/450 [==============================] - 0s 797us/step - loss: 0.3985 - accuracy: 0.8365
Epoch 249/500
450/450 [==============================] - 0s 856us/step - loss: 0.3985 - accuracy: 0.8369
Epoch 250/500
450/450 [==============================] - 0s 822us/step - loss: 0.3987 - accuracy: 0.8360
Epoch 251/500
450/450 [==============================] - 0s 779us/step - loss: 0.3984 - accuracy: 0.8351
Epoch 252/500
450/450 [==============================] - 0s 815us/step - loss: 0.3981 - accuracy: 0.8367
Epoch 253/500
450/450 [==============================] - 0s 789us/step - loss: 0.3979 - accuracy: 0.8365
Epoch 254/500
450/450 [==============================] - 0s 793us/step - loss: 0.3985 - accuracy: 0.8357
Epoch 255/500
450/450 [==============================] - 0s 837us/step - loss: 0.3989 - accuracy: 0.8356
Epoch 256/500
450/450 [==============================] - 0s 786us/step - loss: 0.3984 - accuracy: 0.8371
Epoch 257/500
450/450 [==============================] - 0s 800us/step - loss: 0.3984 - accuracy: 0.8361
Epoch 258/500
450/450 [==============================] - 0s 778us/step - loss: 0.3985 - accuracy: 0.8369
Epoch 259/500
450/450 [==============================] - 0s 786us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 260/500
450/450 [==============================] - 0s 825us/step - loss: 0.3978 - accuracy: 0.8360
Epoch 261/500
450/450 [==============================] - 0s 807us/step - loss: 0.3987 - accuracy: 0.8356
Epoch 262/500
450/450 [==============================] - 0s 780us/step - loss: 0.3985 - accuracy: 0.8376
Epoch 263/500
450/450 [==============================] - 0s 818us/step - loss: 0.3983 - accuracy: 0.8360
Epoch 264/500
450/450 [==============================] - 0s 790us/step - loss: 0.3982 - accuracy: 0.8365
Epoch 265/500
450/450 [==============================] - 0s 795us/step - loss: 0.3987 - accuracy: 0.8365
Epoch 266/500
450/450 [==============================] - 0s 812us/step - loss: 0.3982 - accuracy: 0.8360
Epoch 267/500
450/450 [==============================] - 0s 788us/step - loss: 0.3983 - accuracy: 0.8360
Epoch 268/500
450/450 [==============================] - 0s 803us/step - loss: 0.3984 - accuracy: 0.8357
Epoch 269/500
450/450 [==============================] - 0s 782us/step - loss: 0.3986 - accuracy: 0.8351
Epoch 270/500
450/450 [==============================] - 0s 788us/step - loss: 0.3985 - accuracy: 0.8354
Epoch 271/500
450/450 [==============================] - 0s 790us/step - loss: 0.3983 - accuracy: 0.8358
Epoch 272/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8375
Epoch 273/500
450/450 [==============================] - 0s 816us/step - loss: 0.3988 - accuracy: 0.8357
Epoch 274/500
450/450 [==============================] - 0s 787us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 275/500
450/450 [==============================] - 0s 797us/step - loss: 0.3983 - accuracy: 0.8374
Epoch 276/500
450/450 [==============================] - 0s 782us/step - loss: 0.3984 - accuracy: 0.8361
Epoch 277/500
450/450 [==============================] - 0s 806us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 278/500
450/450 [==============================] - 0s 797us/step - loss: 0.3983 - accuracy: 0.8350
Epoch 279/500
450/450 [==============================] - 0s 810us/step - loss: 0.3984 - accuracy: 0.8361
Epoch 280/500
450/450 [==============================] - 0s 806us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 281/500
450/450 [==============================] - 0s 801us/step - loss: 0.3979 - accuracy: 0.8357
Epoch 282/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8369
Epoch 283/500
450/450 [==============================] - 0s 811us/step - loss: 0.3982 - accuracy: 0.8371
Epoch 284/500
450/450 [==============================] - 0s 815us/step - loss: 0.3985 - accuracy: 0.8364
Epoch 285/500
450/450 [==============================] - 0s 814us/step - loss: 0.3983 - accuracy: 0.8364
Epoch 286/500
450/450 [==============================] - 0s 797us/step - loss: 0.3983 - accuracy: 0.8364
Epoch 287/500
450/450 [==============================] - 0s 813us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 288/500
450/450 [==============================] - 0s 800us/step - loss: 0.3984 - accuracy: 0.8363
Epoch 289/500
450/450 [==============================] - 0s 795us/step - loss: 0.3984 - accuracy: 0.8367
Epoch 290/500
450/450 [==============================] - 0s 814us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 291/500
450/450 [==============================] - 0s 793us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 292/500
450/450 [==============================] - 0s 796us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 293/500
450/450 [==============================] - 0s 815us/step - loss: 0.3983 - accuracy: 0.8354
Epoch 294/500
450/450 [==============================] - 0s 788us/step - loss: 0.3982 - accuracy: 0.8351
Epoch 295/500
450/450 [==============================] - 0s 796us/step - loss: 0.3983 - accuracy: 0.8363
Epoch 296/500
450/450 [==============================] - 0s 821us/step - loss: 0.3975 - accuracy: 0.83690s - loss: 0.4086 - accuracy:
Epoch 297/500
450/450 [==============================] - 0s 786us/step - loss: 0.3982 - accuracy: 0.8343
Epoch 298/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8356
Epoch 299/500
450/450 [==============================] - 0s 805us/step - loss: 0.3983 - accuracy: 0.8371
Epoch 300/500
450/450 [==============================] - 0s 787us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 301/500
450/450 [==============================] - 0s 802us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 302/500
450/450 [==============================] - 0s 798us/step - loss: 0.3981 - accuracy: 0.8365
Epoch 303/500
450/450 [==============================] - 0s 789us/step - loss: 0.3981 - accuracy: 0.8361
Epoch 304/500
450/450 [==============================] - 0s 814us/step - loss: 0.3980 - accuracy: 0.8357
Epoch 305/500
450/450 [==============================] - 0s 781us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 306/500
450/450 [==============================] - 0s 788us/step - loss: 0.3980 - accuracy: 0.8349
Epoch 307/500
450/450 [==============================] - 0s 813us/step - loss: 0.3980 - accuracy: 0.8351
Epoch 308/500
450/450 [==============================] - 0s 780us/step - loss: 0.3978 - accuracy: 0.8351
Epoch 309/500
450/450 [==============================] - 0s 794us/step - loss: 0.3978 - accuracy: 0.8356
Epoch 310/500
450/450 [==============================] - 0s 818us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 311/500
450/450 [==============================] - 0s 793us/step - loss: 0.3981 - accuracy: 0.83610s - loss: 0.3982 - accuracy: 0.83
Epoch 312/500
450/450 [==============================] - 0s 798us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 313/500
450/450 [==============================] - 0s 777us/step - loss: 0.3982 - accuracy: 0.8365
Epoch 314/500
450/450 [==============================] - 0s 784us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 315/500
450/450 [==============================] - 0s 811us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 316/500
450/450 [==============================] - 0s 788us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 317/500
450/450 [==============================] - 0s 803us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 318/500
450/450 [==============================] - 0s 823us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 319/500
450/450 [==============================] - 0s 791us/step - loss: 0.3979 - accuracy: 0.8361
Epoch 320/500
450/450 [==============================] - 0s 811us/step - loss: 0.3983 - accuracy: 0.8347
Epoch 321/500
450/450 [==============================] - 0s 837us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 322/500
450/450 [==============================] - 0s 801us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 323/500
450/450 [==============================] - 0s 843us/step - loss: 0.3984 - accuracy: 0.8349
Epoch 324/500
450/450 [==============================] - 0s 811us/step - loss: 0.3977 - accuracy: 0.8363
Epoch 325/500
450/450 [==============================] - 0s 813us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 326/500
450/450 [==============================] - 0s 835us/step - loss: 0.3983 - accuracy: 0.8357
Epoch 327/500
450/450 [==============================] - 0s 802us/step - loss: 0.3979 - accuracy: 0.8369
Epoch 328/500
450/450 [==============================] - 0s 804us/step - loss: 0.3983 - accuracy: 0.8343
Epoch 329/500
450/450 [==============================] - 0s 836us/step - loss: 0.3981 - accuracy: 0.8354
Epoch 330/500
450/450 [==============================] - 0s 800us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 331/500
450/450 [==============================] - 0s 820us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 332/500
450/450 [==============================] - 0s 804us/step - loss: 0.3977 - accuracy: 0.8360
Epoch 333/500
450/450 [==============================] - 0s 790us/step - loss: 0.3981 - accuracy: 0.8369
Epoch 334/500
450/450 [==============================] - 0s 814us/step - loss: 0.3979 - accuracy: 0.8361
Epoch 335/500
450/450 [==============================] - 0s 790us/step - loss: 0.3983 - accuracy: 0.8350
Epoch 336/500
450/450 [==============================] - 0s 778us/step - loss: 0.3982 - accuracy: 0.8350
Epoch 337/500
450/450 [==============================] - 0s 816us/step - loss: 0.3979 - accuracy: 0.8363
Epoch 338/500
450/450 [==============================] - 0s 778us/step - loss: 0.3982 - accuracy: 0.8357
Epoch 339/500
450/450 [==============================] - 0s 785us/step - loss: 0.3978 - accuracy: 0.8357
Epoch 340/500
450/450 [==============================] - 0s 797us/step - loss: 0.3982 - accuracy: 0.8360
Epoch 341/500
450/450 [==============================] - 0s 791us/step - loss: 0.3980 - accuracy: 0.8357
Epoch 342/500
450/450 [==============================] - 0s 806us/step - loss: 0.3985 - accuracy: 0.8344
Epoch 343/500
450/450 [==============================] - 0s 801us/step - loss: 0.3982 - accuracy: 0.8350
Epoch 344/500
450/450 [==============================] - 0s 780us/step - loss: 0.3982 - accuracy: 0.8347
Epoch 345/500
450/450 [==============================] - 0s 804us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 346/500
450/450 [==============================] - 0s 794us/step - loss: 0.3981 - accuracy: 0.8349
Epoch 347/500
450/450 [==============================] - 0s 805us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 348/500
450/450 [==============================] - 0s 816us/step - loss: 0.3982 - accuracy: 0.8364
Epoch 349/500
450/450 [==============================] - 0s 782us/step - loss: 0.3976 - accuracy: 0.8361
Epoch 350/500
450/450 [==============================] - 0s 783us/step - loss: 0.3979 - accuracy: 0.8357
Epoch 351/500
450/450 [==============================] - 0s 847us/step - loss: 0.3979 - accuracy: 0.8367
Epoch 352/500
450/450 [==============================] - 0s 787us/step - loss: 0.3976 - accuracy: 0.8349
Epoch 353/500
450/450 [==============================] - 0s 782us/step - loss: 0.3978 - accuracy: 0.8357
Epoch 354/500
450/450 [==============================] - 0s 793us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 355/500
450/450 [==============================] - 0s 810us/step - loss: 0.3981 - accuracy: 0.8363
Epoch 356/500
450/450 [==============================] - 0s 870us/step - loss: 0.3980 - accuracy: 0.8357
Epoch 357/500
450/450 [==============================] - 0s 797us/step - loss: 0.3981 - accuracy: 0.8340
Epoch 358/500
450/450 [==============================] - 0s 780us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 359/500
450/450 [==============================] - 0s 815us/step - loss: 0.3979 - accuracy: 0.8372
Epoch 360/500
450/450 [==============================] - 0s 788us/step - loss: 0.3983 - accuracy: 0.8363
Epoch 361/500
450/450 [==============================] - 0s 778us/step - loss: 0.3982 - accuracy: 0.8340
Epoch 362/500
450/450 [==============================] - 0s 804us/step - loss: 0.3981 - accuracy: 0.8349
Epoch 363/500
450/450 [==============================] - 0s 783us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 364/500
450/450 [==============================] - 0s 787us/step - loss: 0.3983 - accuracy: 0.8358
Epoch 365/500
450/450 [==============================] - 0s 808us/step - loss: 0.3982 - accuracy: 0.8340
Epoch 366/500
450/450 [==============================] - 0s 817us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 367/500
450/450 [==============================] - 0s 783us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 368/500
450/450 [==============================] - 0s 783us/step - loss: 0.3978 - accuracy: 0.8363
Epoch 369/500
450/450 [==============================] - 0s 777us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 370/500
450/450 [==============================] - 0s 799us/step - loss: 0.3978 - accuracy: 0.8349
Epoch 371/500
450/450 [==============================] - 0s 871us/step - loss: 0.3985 - accuracy: 0.8358
Epoch 372/500
450/450 [==============================] - 0s 806us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 373/500
450/450 [==============================] - 0s 787us/step - loss: 0.3982 - accuracy: 0.8353
Epoch 374/500
450/450 [==============================] - 0s 793us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 375/500
450/450 [==============================] - 0s 793us/step - loss: 0.3983 - accuracy: 0.8347
Epoch 376/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3973 - accuracy: 0.8347
Epoch 377/500
450/450 [==============================] - 0s 818us/step - loss: 0.3979 - accuracy: 0.8358
Epoch 378/500
450/450 [==============================] - 0s 789us/step - loss: 0.3984 - accuracy: 0.8356
Epoch 379/500
450/450 [==============================] - 0s 786us/step - loss: 0.3981 - accuracy: 0.8349
Epoch 380/500
450/450 [==============================] - 0s 793us/step - loss: 0.3984 - accuracy: 0.8349
Epoch 381/500
450/450 [==============================] - 0s 809us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 382/500
450/450 [==============================] - 0s 787us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 383/500
450/450 [==============================] - 0s 809us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 384/500
450/450 [==============================] - 0s 798us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 385/500
450/450 [==============================] - 0s 831us/step - loss: 0.3981 - accuracy: 0.8361
Epoch 386/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3985 - accuracy: 0.8350
Epoch 387/500
450/450 [==============================] - 0s 785us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 388/500
450/450 [==============================] - 0s 830us/step - loss: 0.3985 - accuracy: 0.8363
Epoch 389/500
450/450 [==============================] - 0s 796us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 390/500
450/450 [==============================] - 0s 781us/step - loss: 0.3980 - accuracy: 0.8339
Epoch 391/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8343
Epoch 392/500
450/450 [==============================] - 0s 787us/step - loss: 0.3984 - accuracy: 0.8357
Epoch 393/500
450/450 [==============================] - 0s 780us/step - loss: 0.3978 - accuracy: 0.8349
Epoch 394/500
450/450 [==============================] - 0s 793us/step - loss: 0.3985 - accuracy: 0.8358
Epoch 395/500
450/450 [==============================] - 0s 781us/step - loss: 0.3976 - accuracy: 0.8378
Epoch 396/500
450/450 [==============================] - 0s 823us/step - loss: 0.3980 - accuracy: 0.8338
Epoch 397/500
450/450 [==============================] - 0s 784us/step - loss: 0.3982 - accuracy: 0.8365
Epoch 398/500
450/450 [==============================] - 0s 781us/step - loss: 0.3974 - accuracy: 0.8356
Epoch 399/500
450/450 [==============================] - 0s 845us/step - loss: 0.3980 - accuracy: 0.8356
Epoch 400/500
450/450 [==============================] - 0s 810us/step - loss: 0.3981 - accuracy: 0.8344
Epoch 401/500
450/450 [==============================] - 0s 851us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 402/500
450/450 [==============================] - 0s 850us/step - loss: 0.3982 - accuracy: 0.8360
Epoch 403/500
450/450 [==============================] - 0s 782us/step - loss: 0.3983 - accuracy: 0.8367
Epoch 404/500
450/450 [==============================] - 0s 794us/step - loss: 0.3984 - accuracy: 0.8357
Epoch 405/500
450/450 [==============================] - 0s 789us/step - loss: 0.3980 - accuracy: 0.8360
Epoch 406/500
450/450 [==============================] - 0s 813us/step - loss: 0.3984 - accuracy: 0.8356
Epoch 407/500
450/450 [==============================] - 0s 803us/step - loss: 0.3982 - accuracy: 0.8365
Epoch 408/500
450/450 [==============================] - 0s 781us/step - loss: 0.3976 - accuracy: 0.8374
Epoch 409/500
450/450 [==============================] - 0s 782us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 410/500
450/450 [==============================] - 0s 797us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 411/500
450/450 [==============================] - 0s 789us/step - loss: 0.3982 - accuracy: 0.8361
Epoch 412/500
450/450 [==============================] - 0s 780us/step - loss: 0.3981 - accuracy: 0.8358
Epoch 413/500
450/450 [==============================] - 0s 872us/step - loss: 0.3985 - accuracy: 0.8354
Epoch 414/500
450/450 [==============================] - 0s 783us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 415/500
450/450 [==============================] - 0s 779us/step - loss: 0.3980 - accuracy: 0.8363
Epoch 416/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8347
Epoch 417/500
450/450 [==============================] - 0s 782us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 418/500
450/450 [==============================] - 0s 791us/step - loss: 0.3979 - accuracy: 0.8358
Epoch 419/500
450/450 [==============================] - 0s 788us/step - loss: 0.3979 - accuracy: 0.8344
Epoch 420/500
450/450 [==============================] - 0s 782us/step - loss: 0.3985 - accuracy: 0.8346
Epoch 421/500
450/450 [==============================] - 0s 792us/step - loss: 0.3980 - accuracy: 0.8344
Epoch 422/500
450/450 [==============================] - 0s 782us/step - loss: 0.3984 - accuracy: 0.8367
Epoch 423/500
450/450 [==============================] - 0s 794us/step - loss: 0.3982 - accuracy: 0.8347
Epoch 424/500
450/450 [==============================] - 0s 800us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 425/500
450/450 [==============================] - 0s 794us/step - loss: 0.3984 - accuracy: 0.8349
Epoch 426/500
450/450 [==============================] - 0s 782us/step - loss: 0.3983 - accuracy: 0.8343
Epoch 427/500
450/450 [==============================] - 0s 805us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 428/500
450/450 [==============================] - 0s 828us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 429/500
450/450 [==============================] - 0s 800us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 430/500
450/450 [==============================] - 0s 789us/step - loss: 0.3982 - accuracy: 0.8361
Epoch 431/500
450/450 [==============================] - 0s 784us/step - loss: 0.3976 - accuracy: 0.8367
Epoch 432/500
450/450 [==============================] - 0s 792us/step - loss: 0.3980 - accuracy: 0.8353
Epoch 433/500
450/450 [==============================] - 0s 787us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 434/500
450/450 [==============================] - 0s 807us/step - loss: 0.3981 - accuracy: 0.8353
Epoch 435/500
450/450 [==============================] - 0s 798us/step - loss: 0.3981 - accuracy: 0.8358
Epoch 436/500
450/450 [==============================] - 0s 793us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 437/500
450/450 [==============================] - 0s 793us/step - loss: 0.3978 - accuracy: 0.8344
Epoch 438/500
450/450 [==============================] - 0s 802us/step - loss: 0.3979 - accuracy: 0.8353
Epoch 439/500
450/450 [==============================] - 0s 786us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 440/500
450/450 [==============================] - 0s 784us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 441/500
450/450 [==============================] - 0s 807us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 442/500
450/450 [==============================] - 0s 782us/step - loss: 0.3984 - accuracy: 0.8365
Epoch 443/500
450/450 [==============================] - 0s 816us/step - loss: 0.3980 - accuracy: 0.8353
Epoch 444/500
450/450 [==============================] - 0s 792us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 445/500
450/450 [==============================] - 0s 781us/step - loss: 0.3978 - accuracy: 0.8356
Epoch 446/500
450/450 [==============================] - 0s 811us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 447/500
450/450 [==============================] - 0s 779us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 448/500
450/450 [==============================] - 0s 812us/step - loss: 0.3984 - accuracy: 0.8351
Epoch 449/500
450/450 [==============================] - 0s 780us/step - loss: 0.3980 - accuracy: 0.8346
Epoch 450/500
450/450 [==============================] - 0s 796us/step - loss: 0.3985 - accuracy: 0.8357
Epoch 451/500
450/450 [==============================] - 0s 798us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 452/500
450/450 [==============================] - 0s 823us/step - loss: 0.3980 - accuracy: 0.8353
Epoch 453/500
450/450 [==============================] - 0s 777us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 454/500
450/450 [==============================] - 0s 811us/step - loss: 0.3979 - accuracy: 0.83570s - loss: 0.3861 - ac
Epoch 455/500
450/450 [==============================] - 0s 783us/step - loss: 0.3984 - accuracy: 0.8346
Epoch 456/500
450/450 [==============================] - 0s 780us/step - loss: 0.3980 - accuracy: 0.8357
Epoch 457/500
450/450 [==============================] - 0s 824us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 458/500
450/450 [==============================] - 0s 793us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 459/500
450/450 [==============================] - 0s 792us/step - loss: 0.3981 - accuracy: 0.8364
Epoch 460/500
450/450 [==============================] - 0s 808us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 461/500
450/450 [==============================] - 0s 785us/step - loss: 0.3980 - accuracy: 0.8358
Epoch 462/500
450/450 [==============================] - 0s 800us/step - loss: 0.3983 - accuracy: 0.8346
Epoch 463/500
450/450 [==============================] - 0s 812us/step - loss: 0.3984 - accuracy: 0.8347
Epoch 464/500
450/450 [==============================] - 0s 776us/step - loss: 0.3982 - accuracy: 0.8361
Epoch 465/500
450/450 [==============================] - 0s 794us/step - loss: 0.3979 - accuracy: 0.8356
Epoch 466/500
450/450 [==============================] - 0s 824us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 467/500
450/450 [==============================] - 0s 781us/step - loss: 0.3984 - accuracy: 0.8363
Epoch 468/500
450/450 [==============================] - 0s 816us/step - loss: 0.3984 - accuracy: 0.8363
Epoch 469/500
450/450 [==============================] - 0s 790us/step - loss: 0.3983 - accuracy: 0.8364
Epoch 470/500
450/450 [==============================] - 0s 777us/step - loss: 0.3983 - accuracy: 0.8361
Epoch 471/500
450/450 [==============================] - 0s 817us/step - loss: 0.3981 - accuracy: 0.8339
Epoch 472/500
450/450 [==============================] - 0s 789us/step - loss: 0.3983 - accuracy: 0.8358
Epoch 473/500
450/450 [==============================] - 0s 782us/step - loss: 0.3978 - accuracy: 0.8361
Epoch 474/500
450/450 [==============================] - 0s 799us/step - loss: 0.3982 - accuracy: 0.83580s - loss: 0.3981 - accuracy: 0.83
Epoch 475/500
450/450 [==============================] - 0s 789us/step - loss: 0.3986 - accuracy: 0.8354
Epoch 476/500
450/450 [==============================] - 0s 782us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 477/500
450/450 [==============================] - 0s 803us/step - loss: 0.3978 - accuracy: 0.8354
Epoch 478/500
450/450 [==============================] - 0s 782us/step - loss: 0.3983 - accuracy: 0.8344
Epoch 479/500
450/450 [==============================] - 0s 852us/step - loss: 0.3978 - accuracy: 0.8358
Epoch 480/500
450/450 [==============================] - 0s 811us/step - loss: 0.3984 - accuracy: 0.8360
Epoch 481/500
450/450 [==============================] - 0s 814us/step - loss: 0.3984 - accuracy: 0.8372
Epoch 482/500
450/450 [==============================] - 0s 963us/step - loss: 0.3983 - accuracy: 0.8358
Epoch 483/500
450/450 [==============================] - 0s 796us/step - loss: 0.3980 - accuracy: 0.8335
Epoch 484/500
450/450 [==============================] - 0s 814us/step - loss: 0.3982 - accuracy: 0.8365
Epoch 485/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8351
Epoch 486/500
450/450 [==============================] - 0s 823us/step - loss: 0.3985 - accuracy: 0.8336
Epoch 487/500
450/450 [==============================] - 0s 846us/step - loss: 0.3986 - accuracy: 0.8357
Epoch 488/500
450/450 [==============================] - 0s 799us/step - loss: 0.3982 - accuracy: 0.8340
Epoch 489/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8347
Epoch 490/500
450/450 [==============================] - 0s 816us/step - loss: 0.3982 - accuracy: 0.8374
Epoch 491/500
450/450 [==============================] - 0s 781us/step - loss: 0.3984 - accuracy: 0.8360
Epoch 492/500
450/450 [==============================] - 0s 786us/step - loss: 0.3983 - accuracy: 0.8346
Epoch 493/500
450/450 [==============================] - 0s 846us/step - loss: 0.3980 - accuracy: 0.8356
Epoch 494/500
450/450 [==============================] - 0s 787us/step - loss: 0.3986 - accuracy: 0.8351
Epoch 495/500
450/450 [==============================] - 0s 803us/step - loss: 0.3979 - accuracy: 0.8361
Epoch 496/500
450/450 [==============================] - 0s 779us/step - loss: 0.3984 - accuracy: 0.8347
Epoch 497/500
450/450 [==============================] - 0s 786us/step - loss: 0.3978 - accuracy: 0.8351
Epoch 498/500
450/450 [==============================] - 0s 818us/step - loss: 0.3985 - accuracy: 0.8351
Epoch 499/500
450/450 [==============================] - 0s 791us/step - loss: 0.3982 - accuracy: 0.8340
Epoch 500/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8356
Epoch 1/500
450/450 [==============================] - 0s 928us/step - loss: 0.5717 - accuracy: 0.7975
Epoch 2/500
450/450 [==============================] - 0s 889us/step - loss: 0.4392 - accuracy: 0.7986
Epoch 3/500
450/450 [==============================] - 0s 928us/step - loss: 0.4316 - accuracy: 0.7986
Epoch 4/500
450/450 [==============================] - 0s 834us/step - loss: 0.4284 - accuracy: 0.7986
Epoch 5/500
450/450 [==============================] - 0s 907us/step - loss: 0.4249 - accuracy: 0.7986
Epoch 6/500
450/450 [==============================] - 0s 892us/step - loss: 0.4208 - accuracy: 0.8124
Epoch 7/500
450/450 [==============================] - 0s 870us/step - loss: 0.4169 - accuracy: 0.8279
Epoch 8/500
450/450 [==============================] - 0s 854us/step - loss: 0.4127 - accuracy: 0.8338
Epoch 9/500
450/450 [==============================] - 0s 832us/step - loss: 0.4092 - accuracy: 0.8360
Epoch 10/500
450/450 [==============================] - 0s 799us/step - loss: 0.4069 - accuracy: 0.8372
Epoch 11/500
450/450 [==============================] - 0s 810us/step - loss: 0.4047 - accuracy: 0.8371
Epoch 12/500
450/450 [==============================] - 0s 789us/step - loss: 0.4025 - accuracy: 0.8367
Epoch 13/500
450/450 [==============================] - 0s 844us/step - loss: 0.4009 - accuracy: 0.8382
Epoch 14/500
450/450 [==============================] - 0s 855us/step - loss: 0.3996 - accuracy: 0.8388
Epoch 15/500
450/450 [==============================] - 0s 909us/step - loss: 0.3985 - accuracy: 0.8392
Epoch 16/500
450/450 [==============================] - 0s 830us/step - loss: 0.3976 - accuracy: 0.8397
Epoch 17/500
450/450 [==============================] - 0s 811us/step - loss: 0.3966 - accuracy: 0.8378
Epoch 18/500
450/450 [==============================] - 0s 787us/step - loss: 0.3962 - accuracy: 0.8392
Epoch 19/500
450/450 [==============================] - 0s 789us/step - loss: 0.3954 - accuracy: 0.8403
Epoch 20/500
450/450 [==============================] - 0s 828us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 21/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3949 - accuracy: 0.8382
Epoch 22/500
450/450 [==============================] - 0s 869us/step - loss: 0.3940 - accuracy: 0.8378
Epoch 23/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8385
Epoch 24/500
450/450 [==============================] - 0s 992us/step - loss: 0.3940 - accuracy: 0.8397
Epoch 25/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3933 - accuracy: 0.8393
Epoch 26/500
450/450 [==============================] - 0s 888us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 27/500
450/450 [==============================] - 0s 877us/step - loss: 0.3926 - accuracy: 0.8404
Epoch 28/500
450/450 [==============================] - 0s 846us/step - loss: 0.3926 - accuracy: 0.8401
Epoch 29/500
450/450 [==============================] - 0s 808us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 30/500
450/450 [==============================] - 0s 789us/step - loss: 0.3920 - accuracy: 0.8394
Epoch 31/500
450/450 [==============================] - 0s 805us/step - loss: 0.3918 - accuracy: 0.8401
Epoch 32/500
450/450 [==============================] - 0s 804us/step - loss: 0.3918 - accuracy: 0.8408
Epoch 33/500
450/450 [==============================] - 0s 794us/step - loss: 0.3916 - accuracy: 0.8400
Epoch 34/500
450/450 [==============================] - 0s 799us/step - loss: 0.3917 - accuracy: 0.8406
Epoch 35/500
450/450 [==============================] - 0s 817us/step - loss: 0.3913 - accuracy: 0.8403
Epoch 36/500
450/450 [==============================] - 0s 787us/step - loss: 0.3914 - accuracy: 0.8408
Epoch 37/500
450/450 [==============================] - 0s 814us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 38/500
450/450 [==============================] - 0s 790us/step - loss: 0.3913 - accuracy: 0.8401
Epoch 39/500
450/450 [==============================] - 0s 803us/step - loss: 0.3911 - accuracy: 0.8400
Epoch 40/500
450/450 [==============================] - 0s 809us/step - loss: 0.3914 - accuracy: 0.8413
Epoch 41/500
450/450 [==============================] - 0s 783us/step - loss: 0.3909 - accuracy: 0.8414
Epoch 42/500
450/450 [==============================] - 0s 796us/step - loss: 0.3906 - accuracy: 0.84080s - loss: 0.3899 - accuracy: 0.84
Epoch 43/500
450/450 [==============================] - 0s 840us/step - loss: 0.3912 - accuracy: 0.8403
Epoch 44/500
450/450 [==============================] - 0s 792us/step - loss: 0.3908 - accuracy: 0.8406
Epoch 45/500
450/450 [==============================] - 0s 796us/step - loss: 0.3909 - accuracy: 0.8397
Epoch 46/500
450/450 [==============================] - 0s 796us/step - loss: 0.3908 - accuracy: 0.8415
Epoch 47/500
450/450 [==============================] - 0s 799us/step - loss: 0.3908 - accuracy: 0.8399
Epoch 48/500
450/450 [==============================] - 0s 811us/step - loss: 0.3909 - accuracy: 0.8401
Epoch 49/500
450/450 [==============================] - 0s 788us/step - loss: 0.3906 - accuracy: 0.8410
Epoch 50/500
450/450 [==============================] - 0s 798us/step - loss: 0.3904 - accuracy: 0.8407
Epoch 51/500
450/450 [==============================] - 0s 820us/step - loss: 0.3907 - accuracy: 0.8415
Epoch 52/500
450/450 [==============================] - 0s 794us/step - loss: 0.3907 - accuracy: 0.8414
Epoch 53/500
450/450 [==============================] - 0s 793us/step - loss: 0.3906 - accuracy: 0.8410
Epoch 54/500
450/450 [==============================] - 0s 817us/step - loss: 0.3909 - accuracy: 0.8401
Epoch 55/500
450/450 [==============================] - 0s 794us/step - loss: 0.3908 - accuracy: 0.8400
Epoch 56/500
450/450 [==============================] - 0s 822us/step - loss: 0.3907 - accuracy: 0.8408
Epoch 57/500
450/450 [==============================] - 0s 799us/step - loss: 0.3902 - accuracy: 0.8415
Epoch 58/500
450/450 [==============================] - 0s 792us/step - loss: 0.3907 - accuracy: 0.8410
Epoch 59/500
450/450 [==============================] - 0s 816us/step - loss: 0.3909 - accuracy: 0.8406
Epoch 60/500
450/450 [==============================] - 0s 800us/step - loss: 0.3904 - accuracy: 0.8411
Epoch 61/500
450/450 [==============================] - 0s 793us/step - loss: 0.3907 - accuracy: 0.8431
Epoch 62/500
450/450 [==============================] - 0s 799us/step - loss: 0.3901 - accuracy: 0.8413
Epoch 63/500
450/450 [==============================] - 0s 786us/step - loss: 0.3906 - accuracy: 0.8408
Epoch 64/500
450/450 [==============================] - 0s 795us/step - loss: 0.3903 - accuracy: 0.8397
Epoch 65/500
450/450 [==============================] - 0s 817us/step - loss: 0.3900 - accuracy: 0.8415
Epoch 66/500
450/450 [==============================] - 0s 795us/step - loss: 0.3904 - accuracy: 0.8399
Epoch 67/500
450/450 [==============================] - 0s 792us/step - loss: 0.3903 - accuracy: 0.8406
Epoch 68/500
450/450 [==============================] - 0s 821us/step - loss: 0.3902 - accuracy: 0.8418
Epoch 69/500
450/450 [==============================] - 0s 791us/step - loss: 0.3903 - accuracy: 0.8419
Epoch 70/500
450/450 [==============================] - 0s 847us/step - loss: 0.3903 - accuracy: 0.8414
Epoch 71/500
450/450 [==============================] - 0s 805us/step - loss: 0.3902 - accuracy: 0.8410
Epoch 72/500
450/450 [==============================] - 0s 794us/step - loss: 0.3898 - accuracy: 0.8410
Epoch 73/500
450/450 [==============================] - 0s 885us/step - loss: 0.3901 - accuracy: 0.8404
Epoch 74/500
450/450 [==============================] - 0s 789us/step - loss: 0.3900 - accuracy: 0.8408
Epoch 75/500
450/450 [==============================] - 0s 792us/step - loss: 0.3900 - accuracy: 0.8418
Epoch 76/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3899 - accuracy: 0.8408
Epoch 77/500
450/450 [==============================] - 0s 802us/step - loss: 0.3897 - accuracy: 0.8415
Epoch 78/500
450/450 [==============================] - 0s 821us/step - loss: 0.3896 - accuracy: 0.8417
Epoch 79/500
450/450 [==============================] - 0s 796us/step - loss: 0.3898 - accuracy: 0.8411
Epoch 80/500
450/450 [==============================] - 0s 784us/step - loss: 0.3899 - accuracy: 0.8413
Epoch 81/500
450/450 [==============================] - 0s 815us/step - loss: 0.3895 - accuracy: 0.8408
Epoch 82/500
450/450 [==============================] - 0s 787us/step - loss: 0.3894 - accuracy: 0.8417
Epoch 83/500
450/450 [==============================] - 0s 836us/step - loss: 0.3893 - accuracy: 0.84180s - loss: 0.3955 - accuracy:
Epoch 84/500
450/450 [==============================] - 0s 795us/step - loss: 0.3896 - accuracy: 0.8399
Epoch 85/500
450/450 [==============================] - 0s 792us/step - loss: 0.3893 - accuracy: 0.8428
Epoch 86/500
450/450 [==============================] - 0s 797us/step - loss: 0.3896 - accuracy: 0.8403
Epoch 87/500
450/450 [==============================] - 0s 813us/step - loss: 0.3895 - accuracy: 0.8422
Epoch 88/500
450/450 [==============================] - 0s 801us/step - loss: 0.3893 - accuracy: 0.8414
Epoch 89/500
450/450 [==============================] - 0s 810us/step - loss: 0.3898 - accuracy: 0.8419
Epoch 90/500
450/450 [==============================] - 0s 792us/step - loss: 0.3894 - accuracy: 0.8440
Epoch 91/500
450/450 [==============================] - 0s 785us/step - loss: 0.3897 - accuracy: 0.8418
Epoch 92/500
450/450 [==============================] - 0s 814us/step - loss: 0.3894 - accuracy: 0.8417
Epoch 93/500
450/450 [==============================] - 0s 794us/step - loss: 0.3894 - accuracy: 0.8404
Epoch 94/500
450/450 [==============================] - 0s 816us/step - loss: 0.3893 - accuracy: 0.8422
Epoch 95/500
450/450 [==============================] - 0s 793us/step - loss: 0.3896 - accuracy: 0.8413
Epoch 96/500
450/450 [==============================] - 0s 786us/step - loss: 0.3895 - accuracy: 0.8414
Epoch 97/500
450/450 [==============================] - 0s 804us/step - loss: 0.3895 - accuracy: 0.8406
Epoch 98/500
450/450 [==============================] - 0s 803us/step - loss: 0.3895 - accuracy: 0.8414
Epoch 99/500
450/450 [==============================] - 0s 793us/step - loss: 0.3897 - accuracy: 0.8419
Epoch 100/500
450/450 [==============================] - 0s 811us/step - loss: 0.3896 - accuracy: 0.8414
Epoch 101/500
450/450 [==============================] - 0s 793us/step - loss: 0.3895 - accuracy: 0.8410
Epoch 102/500
450/450 [==============================] - 0s 793us/step - loss: 0.3898 - accuracy: 0.8417
Epoch 103/500
450/450 [==============================] - 0s 798us/step - loss: 0.3897 - accuracy: 0.8419
Epoch 104/500
450/450 [==============================] - 0s 796us/step - loss: 0.3897 - accuracy: 0.8414
Epoch 105/500
450/450 [==============================] - 0s 815us/step - loss: 0.3895 - accuracy: 0.8411
Epoch 106/500
450/450 [==============================] - 0s 805us/step - loss: 0.3898 - accuracy: 0.8414
Epoch 107/500
450/450 [==============================] - 0s 812us/step - loss: 0.3891 - accuracy: 0.8426
Epoch 108/500
450/450 [==============================] - 0s 790us/step - loss: 0.3895 - accuracy: 0.8415
Epoch 109/500
450/450 [==============================] - 0s 793us/step - loss: 0.3899 - accuracy: 0.8390
Epoch 110/500
450/450 [==============================] - 0s 798us/step - loss: 0.3891 - accuracy: 0.8433
Epoch 111/500
450/450 [==============================] - 0s 808us/step - loss: 0.3895 - accuracy: 0.8426
Epoch 112/500
450/450 [==============================] - 0s 789us/step - loss: 0.3893 - accuracy: 0.8425
Epoch 113/500
450/450 [==============================] - 0s 791us/step - loss: 0.3898 - accuracy: 0.8442
Epoch 114/500
450/450 [==============================] - 0s 806us/step - loss: 0.3892 - accuracy: 0.8429
Epoch 115/500
450/450 [==============================] - 0s 788us/step - loss: 0.3896 - accuracy: 0.8439
Epoch 116/500
450/450 [==============================] - 0s 810us/step - loss: 0.3895 - accuracy: 0.8422
Epoch 117/500
450/450 [==============================] - 0s 805us/step - loss: 0.3896 - accuracy: 0.8415
Epoch 118/500
450/450 [==============================] - 0s 787us/step - loss: 0.3895 - accuracy: 0.8426
Epoch 119/500
450/450 [==============================] - 0s 804us/step - loss: 0.3896 - accuracy: 0.8424
Epoch 120/500
450/450 [==============================] - 0s 793us/step - loss: 0.3896 - accuracy: 0.8417
Epoch 121/500
450/450 [==============================] - 0s 806us/step - loss: 0.3890 - accuracy: 0.8424
Epoch 122/500
450/450 [==============================] - 0s 806us/step - loss: 0.3896 - accuracy: 0.8417
Epoch 123/500
450/450 [==============================] - 0s 790us/step - loss: 0.3896 - accuracy: 0.8425
Epoch 124/500
450/450 [==============================] - 0s 783us/step - loss: 0.3897 - accuracy: 0.8424
Epoch 125/500
450/450 [==============================] - 0s 819us/step - loss: 0.3895 - accuracy: 0.8426
Epoch 126/500
450/450 [==============================] - 0s 794us/step - loss: 0.3897 - accuracy: 0.8426
Epoch 127/500
450/450 [==============================] - 0s 783us/step - loss: 0.3895 - accuracy: 0.8422
Epoch 128/500
450/450 [==============================] - 0s 807us/step - loss: 0.3897 - accuracy: 0.8407
Epoch 129/500
450/450 [==============================] - 0s 783us/step - loss: 0.3895 - accuracy: 0.8428
Epoch 130/500
450/450 [==============================] - 0s 809us/step - loss: 0.3898 - accuracy: 0.8411
Epoch 131/500
450/450 [==============================] - 0s 789us/step - loss: 0.3891 - accuracy: 0.8431
Epoch 132/500
450/450 [==============================] - 0s 789us/step - loss: 0.3900 - accuracy: 0.8413
Epoch 133/500
450/450 [==============================] - 0s 814us/step - loss: 0.3899 - accuracy: 0.8419
Epoch 134/500
450/450 [==============================] - 0s 791us/step - loss: 0.3895 - accuracy: 0.8425
Epoch 135/500
450/450 [==============================] - 0s 786us/step - loss: 0.3895 - accuracy: 0.8417
Epoch 136/500
450/450 [==============================] - 0s 809us/step - loss: 0.3896 - accuracy: 0.8425
Epoch 137/500
450/450 [==============================] - 0s 789us/step - loss: 0.3892 - accuracy: 0.8415
Epoch 138/500
450/450 [==============================] - 0s 801us/step - loss: 0.3895 - accuracy: 0.8403
Epoch 139/500
450/450 [==============================] - 0s 818us/step - loss: 0.3893 - accuracy: 0.8424
Epoch 140/500
450/450 [==============================] - 0s 796us/step - loss: 0.3893 - accuracy: 0.8439
Epoch 141/500
450/450 [==============================] - 0s 817us/step - loss: 0.3896 - accuracy: 0.8426
Epoch 142/500
450/450 [==============================] - 0s 796us/step - loss: 0.3889 - accuracy: 0.8417
Epoch 143/500
450/450 [==============================] - 0s 784us/step - loss: 0.3890 - accuracy: 0.8425
Epoch 144/500
450/450 [==============================] - 0s 816us/step - loss: 0.3895 - accuracy: 0.8417
Epoch 145/500
450/450 [==============================] - 0s 791us/step - loss: 0.3890 - accuracy: 0.8435
Epoch 146/500
450/450 [==============================] - 0s 789us/step - loss: 0.3897 - accuracy: 0.8425
Epoch 147/500
450/450 [==============================] - 0s 817us/step - loss: 0.3893 - accuracy: 0.8417
Epoch 148/500
450/450 [==============================] - 0s 793us/step - loss: 0.3892 - accuracy: 0.8426
Epoch 149/500
450/450 [==============================] - 0s 795us/step - loss: 0.3892 - accuracy: 0.8422
Epoch 150/500
450/450 [==============================] - 0s 814us/step - loss: 0.3895 - accuracy: 0.8426
Epoch 151/500
450/450 [==============================] - 0s 786us/step - loss: 0.3897 - accuracy: 0.8429
Epoch 152/500
450/450 [==============================] - 0s 798us/step - loss: 0.3893 - accuracy: 0.8408
Epoch 153/500
450/450 [==============================] - 0s 801us/step - loss: 0.3894 - accuracy: 0.8435
Epoch 154/500
450/450 [==============================] - 0s 787us/step - loss: 0.3895 - accuracy: 0.8418
Epoch 155/500
450/450 [==============================] - 0s 822us/step - loss: 0.3891 - accuracy: 0.84280s - loss: 0.3900 - accuracy: 0.
Epoch 156/500
450/450 [==============================] - 0s 786us/step - loss: 0.3889 - accuracy: 0.8426
Epoch 157/500
450/450 [==============================] - 0s 789us/step - loss: 0.3892 - accuracy: 0.8414
Epoch 158/500
450/450 [==============================] - 0s 817us/step - loss: 0.3892 - accuracy: 0.8428
Epoch 159/500
450/450 [==============================] - 0s 788us/step - loss: 0.3894 - accuracy: 0.8436
Epoch 160/500
450/450 [==============================] - 0s 790us/step - loss: 0.3892 - accuracy: 0.8429
Epoch 161/500
450/450 [==============================] - 0s 848us/step - loss: 0.3891 - accuracy: 0.8435
Epoch 162/500
450/450 [==============================] - 0s 791us/step - loss: 0.3888 - accuracy: 0.8429
Epoch 163/500
450/450 [==============================] - 0s 807us/step - loss: 0.3894 - accuracy: 0.8440
Epoch 164/500
450/450 [==============================] - 0s 797us/step - loss: 0.3888 - accuracy: 0.8417
Epoch 165/500
450/450 [==============================] - 0s 793us/step - loss: 0.3893 - accuracy: 0.8418
Epoch 166/500
450/450 [==============================] - 0s 812us/step - loss: 0.3894 - accuracy: 0.8421
Epoch 167/500
450/450 [==============================] - 0s 791us/step - loss: 0.3890 - accuracy: 0.8426
Epoch 168/500
450/450 [==============================] - 0s 786us/step - loss: 0.3892 - accuracy: 0.8431
Epoch 169/500
450/450 [==============================] - 0s 816us/step - loss: 0.3894 - accuracy: 0.8424
Epoch 170/500
450/450 [==============================] - 0s 806us/step - loss: 0.3892 - accuracy: 0.8442
Epoch 171/500
450/450 [==============================] - 0s 976us/step - loss: 0.3894 - accuracy: 0.8429
Epoch 172/500
450/450 [==============================] - 0s 889us/step - loss: 0.3892 - accuracy: 0.8439
Epoch 173/500
450/450 [==============================] - 0s 797us/step - loss: 0.3892 - accuracy: 0.8425
Epoch 174/500
450/450 [==============================] - 0s 804us/step - loss: 0.3893 - accuracy: 0.8436
Epoch 175/500
450/450 [==============================] - 0s 797us/step - loss: 0.3893 - accuracy: 0.8425
Epoch 176/500
450/450 [==============================] - 0s 795us/step - loss: 0.3894 - accuracy: 0.8433
Epoch 177/500
450/450 [==============================] - 0s 808us/step - loss: 0.3896 - accuracy: 0.8415
Epoch 178/500
450/450 [==============================] - 0s 791us/step - loss: 0.3894 - accuracy: 0.8415
Epoch 179/500
450/450 [==============================] - 0s 793us/step - loss: 0.3888 - accuracy: 0.8417
Epoch 180/500
450/450 [==============================] - 0s 815us/step - loss: 0.3895 - accuracy: 0.8424
Epoch 181/500
450/450 [==============================] - 0s 793us/step - loss: 0.3894 - accuracy: 0.8425
Epoch 182/500
450/450 [==============================] - 0s 803us/step - loss: 0.3893 - accuracy: 0.8424
Epoch 183/500
450/450 [==============================] - 0s 793us/step - loss: 0.3894 - accuracy: 0.8422
Epoch 184/500
450/450 [==============================] - 0s 797us/step - loss: 0.3887 - accuracy: 0.8429
Epoch 185/500
450/450 [==============================] - 0s 810us/step - loss: 0.3893 - accuracy: 0.8425
Epoch 186/500
450/450 [==============================] - 0s 793us/step - loss: 0.3894 - accuracy: 0.8442
Epoch 187/500
450/450 [==============================] - 0s 798us/step - loss: 0.3892 - accuracy: 0.8442
Epoch 188/500
450/450 [==============================] - 0s 809us/step - loss: 0.3894 - accuracy: 0.8419
Epoch 189/500
450/450 [==============================] - 0s 797us/step - loss: 0.3892 - accuracy: 0.8425
Epoch 190/500
450/450 [==============================] - 0s 806us/step - loss: 0.3891 - accuracy: 0.8422
Epoch 191/500
450/450 [==============================] - 0s 791us/step - loss: 0.3894 - accuracy: 0.8428
Epoch 192/500
450/450 [==============================] - 0s 787us/step - loss: 0.3894 - accuracy: 0.8433
Epoch 193/500
450/450 [==============================] - 0s 803us/step - loss: 0.3893 - accuracy: 0.8436
Epoch 194/500
450/450 [==============================] - 0s 808us/step - loss: 0.3894 - accuracy: 0.8429
Epoch 195/500
450/450 [==============================] - 0s 790us/step - loss: 0.3894 - accuracy: 0.8439
Epoch 196/500
450/450 [==============================] - 0s 804us/step - loss: 0.3890 - accuracy: 0.8435
Epoch 197/500
450/450 [==============================] - 0s 792us/step - loss: 0.3890 - accuracy: 0.8435
Epoch 198/500
450/450 [==============================] - 0s 800us/step - loss: 0.3892 - accuracy: 0.8440
Epoch 199/500
450/450 [==============================] - 0s 802us/step - loss: 0.3890 - accuracy: 0.8424
Epoch 200/500
450/450 [==============================] - 0s 798us/step - loss: 0.3891 - accuracy: 0.8435
Epoch 201/500
450/450 [==============================] - 0s 801us/step - loss: 0.3890 - accuracy: 0.8435
Epoch 202/500
450/450 [==============================] - 0s 801us/step - loss: 0.3894 - accuracy: 0.8444
Epoch 203/500
450/450 [==============================] - 0s 795us/step - loss: 0.3892 - accuracy: 0.8419
Epoch 204/500
450/450 [==============================] - 0s 807us/step - loss: 0.3893 - accuracy: 0.8425
Epoch 205/500
450/450 [==============================] - 0s 805us/step - loss: 0.3891 - accuracy: 0.8433
Epoch 206/500
450/450 [==============================] - 0s 786us/step - loss: 0.3893 - accuracy: 0.8418
Epoch 207/500
450/450 [==============================] - 0s 800us/step - loss: 0.3891 - accuracy: 0.8431
Epoch 208/500
450/450 [==============================] - 0s 803us/step - loss: 0.3893 - accuracy: 0.8422
Epoch 209/500
450/450 [==============================] - 0s 799us/step - loss: 0.3892 - accuracy: 0.8419
Epoch 210/500
450/450 [==============================] - 0s 799us/step - loss: 0.3891 - accuracy: 0.8440
Epoch 211/500
450/450 [==============================] - 0s 788us/step - loss: 0.3890 - accuracy: 0.8418
Epoch 212/500
450/450 [==============================] - 0s 820us/step - loss: 0.3894 - accuracy: 0.8443
Epoch 213/500
450/450 [==============================] - 0s 801us/step - loss: 0.3884 - accuracy: 0.8438
Epoch 214/500
450/450 [==============================] - 0s 790us/step - loss: 0.3897 - accuracy: 0.8421
Epoch 215/500
450/450 [==============================] - 0s 810us/step - loss: 0.3894 - accuracy: 0.8433
Epoch 216/500
450/450 [==============================] - 0s 802us/step - loss: 0.3899 - accuracy: 0.8424
Epoch 217/500
450/450 [==============================] - 0s 787us/step - loss: 0.3894 - accuracy: 0.8432
Epoch 218/500
450/450 [==============================] - 0s 802us/step - loss: 0.3893 - accuracy: 0.8435
Epoch 219/500
450/450 [==============================] - 0s 789us/step - loss: 0.3894 - accuracy: 0.8440
Epoch 220/500
450/450 [==============================] - 0s 844us/step - loss: 0.3893 - accuracy: 0.8435
Epoch 221/500
450/450 [==============================] - 0s 887us/step - loss: 0.3893 - accuracy: 0.8431
Epoch 222/500
450/450 [==============================] - 0s 790us/step - loss: 0.3894 - accuracy: 0.8425
Epoch 223/500
450/450 [==============================] - 0s 796us/step - loss: 0.3893 - accuracy: 0.8433
Epoch 224/500
450/450 [==============================] - 0s 807us/step - loss: 0.3892 - accuracy: 0.8417
Epoch 225/500
450/450 [==============================] - 0s 802us/step - loss: 0.3894 - accuracy: 0.8433
Epoch 226/500
450/450 [==============================] - 0s 809us/step - loss: 0.3891 - accuracy: 0.8415
Epoch 227/500
450/450 [==============================] - 0s 800us/step - loss: 0.3896 - accuracy: 0.8433
Epoch 228/500
450/450 [==============================] - 0s 790us/step - loss: 0.3890 - accuracy: 0.8438
Epoch 229/500
450/450 [==============================] - 0s 805us/step - loss: 0.3891 - accuracy: 0.8429
Epoch 230/500
450/450 [==============================] - 0s 798us/step - loss: 0.3896 - accuracy: 0.8429
Epoch 231/500
450/450 [==============================] - 0s 801us/step - loss: 0.3895 - accuracy: 0.8435
Epoch 232/500
450/450 [==============================] - 0s 808us/step - loss: 0.3895 - accuracy: 0.8424
Epoch 233/500
450/450 [==============================] - 0s 792us/step - loss: 0.3890 - accuracy: 0.8436
Epoch 234/500
450/450 [==============================] - 0s 797us/step - loss: 0.3892 - accuracy: 0.8436
Epoch 235/500
450/450 [==============================] - 0s 814us/step - loss: 0.3895 - accuracy: 0.8414
Epoch 236/500
450/450 [==============================] - 0s 798us/step - loss: 0.3895 - accuracy: 0.8422
Epoch 237/500
450/450 [==============================] - 0s 844us/step - loss: 0.3897 - accuracy: 0.8418
Epoch 238/500
450/450 [==============================] - 0s 827us/step - loss: 0.3893 - accuracy: 0.8421
Epoch 239/500
450/450 [==============================] - 0s 795us/step - loss: 0.3898 - accuracy: 0.8426
Epoch 240/500
450/450 [==============================] - 0s 810us/step - loss: 0.3892 - accuracy: 0.8425
Epoch 241/500
450/450 [==============================] - 0s 792us/step - loss: 0.3896 - accuracy: 0.8421
Epoch 242/500
450/450 [==============================] - 0s 792us/step - loss: 0.3896 - accuracy: 0.8415
Epoch 243/500
450/450 [==============================] - 0s 815us/step - loss: 0.3891 - accuracy: 0.8443
Epoch 244/500
450/450 [==============================] - 0s 792us/step - loss: 0.3893 - accuracy: 0.8424
Epoch 245/500
450/450 [==============================] - 0s 782us/step - loss: 0.3890 - accuracy: 0.8450
Epoch 246/500
450/450 [==============================] - 0s 803us/step - loss: 0.3886 - accuracy: 0.8417
Epoch 247/500
450/450 [==============================] - 0s 787us/step - loss: 0.3894 - accuracy: 0.8424
Epoch 248/500
450/450 [==============================] - 0s 826us/step - loss: 0.3895 - accuracy: 0.8443
Epoch 249/500
450/450 [==============================] - 0s 796us/step - loss: 0.3894 - accuracy: 0.8451
Epoch 250/500
450/450 [==============================] - 0s 788us/step - loss: 0.3893 - accuracy: 0.8440
Epoch 251/500
450/450 [==============================] - 0s 819us/step - loss: 0.3895 - accuracy: 0.8436
Epoch 252/500
450/450 [==============================] - 0s 812us/step - loss: 0.3890 - accuracy: 0.8440
Epoch 253/500
450/450 [==============================] - 0s 796us/step - loss: 0.3897 - accuracy: 0.8413
Epoch 254/500
450/450 [==============================] - 0s 811us/step - loss: 0.3894 - accuracy: 0.8438
Epoch 255/500
450/450 [==============================] - 0s 793us/step - loss: 0.3894 - accuracy: 0.8449
Epoch 256/500
450/450 [==============================] - 0s 813us/step - loss: 0.3895 - accuracy: 0.8426
Epoch 257/500
450/450 [==============================] - 0s 791us/step - loss: 0.3893 - accuracy: 0.8431
Epoch 258/500
450/450 [==============================] - 0s 786us/step - loss: 0.3896 - accuracy: 0.8431
Epoch 259/500
450/450 [==============================] - 0s 787us/step - loss: 0.3894 - accuracy: 0.8418
Epoch 260/500
450/450 [==============================] - 0s 831us/step - loss: 0.3896 - accuracy: 0.8436
Epoch 261/500
450/450 [==============================] - 0s 798us/step - loss: 0.3892 - accuracy: 0.8435
Epoch 262/500
450/450 [==============================] - 0s 812us/step - loss: 0.3897 - accuracy: 0.8432
Epoch 263/500
450/450 [==============================] - 0s 799us/step - loss: 0.3898 - accuracy: 0.8436
Epoch 264/500
450/450 [==============================] - 0s 791us/step - loss: 0.3893 - accuracy: 0.8444
Epoch 265/500
450/450 [==============================] - 0s 825us/step - loss: 0.3892 - accuracy: 0.8435
Epoch 266/500
450/450 [==============================] - 0s 793us/step - loss: 0.3895 - accuracy: 0.8442
Epoch 267/500
450/450 [==============================] - 0s 809us/step - loss: 0.3896 - accuracy: 0.8435
Epoch 268/500
450/450 [==============================] - 0s 793us/step - loss: 0.3893 - accuracy: 0.8443
Epoch 269/500
450/450 [==============================] - 0s 791us/step - loss: 0.3892 - accuracy: 0.8436
Epoch 270/500
450/450 [==============================] - 0s 791us/step - loss: 0.3897 - accuracy: 0.8447
Epoch 271/500
450/450 [==============================] - 0s 904us/step - loss: 0.3893 - accuracy: 0.8428
Epoch 272/500
450/450 [==============================] - 0s 840us/step - loss: 0.3891 - accuracy: 0.8440
Epoch 273/500
450/450 [==============================] - 0s 819us/step - loss: 0.3894 - accuracy: 0.8442
Epoch 274/500
450/450 [==============================] - 0s 811us/step - loss: 0.3899 - accuracy: 0.8426
Epoch 275/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3898 - accuracy: 0.8435
Epoch 276/500
450/450 [==============================] - 0s 935us/step - loss: 0.3894 - accuracy: 0.8432
Epoch 277/500
450/450 [==============================] - 0s 889us/step - loss: 0.3899 - accuracy: 0.8435
Epoch 278/500
450/450 [==============================] - 0s 808us/step - loss: 0.3895 - accuracy: 0.8440
Epoch 279/500
450/450 [==============================] - 0s 788us/step - loss: 0.3894 - accuracy: 0.8432
Epoch 280/500
450/450 [==============================] - 0s 790us/step - loss: 0.3897 - accuracy: 0.8431
Epoch 281/500
450/450 [==============================] - 0s 819us/step - loss: 0.3898 - accuracy: 0.8443
Epoch 282/500
450/450 [==============================] - 0s 793us/step - loss: 0.3893 - accuracy: 0.8438
Epoch 283/500
450/450 [==============================] - 0s 815us/step - loss: 0.3901 - accuracy: 0.8439
Epoch 284/500
450/450 [==============================] - 0s 795us/step - loss: 0.3896 - accuracy: 0.8454
Epoch 285/500
450/450 [==============================] - 0s 805us/step - loss: 0.3893 - accuracy: 0.8428
Epoch 286/500
450/450 [==============================] - 0s 804us/step - loss: 0.3892 - accuracy: 0.8433
Epoch 287/500
450/450 [==============================] - 0s 792us/step - loss: 0.3898 - accuracy: 0.8436
Epoch 288/500
450/450 [==============================] - 0s 798us/step - loss: 0.3900 - accuracy: 0.8436
Epoch 289/500
450/450 [==============================] - 0s 825us/step - loss: 0.3896 - accuracy: 0.8444
Epoch 290/500
450/450 [==============================] - 0s 781us/step - loss: 0.3897 - accuracy: 0.8444
Epoch 291/500
450/450 [==============================] - 0s 803us/step - loss: 0.3897 - accuracy: 0.8446
Epoch 292/500
450/450 [==============================] - 0s 790us/step - loss: 0.3897 - accuracy: 0.8422
Epoch 293/500
450/450 [==============================] - 0s 787us/step - loss: 0.3891 - accuracy: 0.8446
Epoch 294/500
450/450 [==============================] - 0s 810us/step - loss: 0.3896 - accuracy: 0.8440
Epoch 295/500
450/450 [==============================] - 0s 794us/step - loss: 0.3892 - accuracy: 0.8442
Epoch 296/500
450/450 [==============================] - 0s 797us/step - loss: 0.3894 - accuracy: 0.8431
Epoch 297/500
450/450 [==============================] - 0s 813us/step - loss: 0.3893 - accuracy: 0.8442
Epoch 298/500
450/450 [==============================] - 0s 794us/step - loss: 0.3896 - accuracy: 0.8419
Epoch 299/500
450/450 [==============================] - 0s 788us/step - loss: 0.3894 - accuracy: 0.8438
Epoch 300/500
450/450 [==============================] - 0s 811us/step - loss: 0.3896 - accuracy: 0.8418
Epoch 301/500
450/450 [==============================] - 0s 787us/step - loss: 0.3892 - accuracy: 0.8440
Epoch 302/500
450/450 [==============================] - 0s 805us/step - loss: 0.3893 - accuracy: 0.8442
Epoch 303/500
450/450 [==============================] - 0s 817us/step - loss: 0.3897 - accuracy: 0.8433
Epoch 304/500
450/450 [==============================] - 0s 792us/step - loss: 0.3894 - accuracy: 0.8440
Epoch 305/500
450/450 [==============================] - 0s 826us/step - loss: 0.3895 - accuracy: 0.8449
Epoch 306/500
450/450 [==============================] - 0s 786us/step - loss: 0.3893 - accuracy: 0.8438
Epoch 307/500
450/450 [==============================] - 0s 790us/step - loss: 0.3892 - accuracy: 0.8429
Epoch 308/500
450/450 [==============================] - 0s 813us/step - loss: 0.3893 - accuracy: 0.8439
Epoch 309/500
450/450 [==============================] - 0s 792us/step - loss: 0.3894 - accuracy: 0.8447
Epoch 310/500
450/450 [==============================] - 0s 787us/step - loss: 0.3893 - accuracy: 0.8435
Epoch 311/500
450/450 [==============================] - 0s 816us/step - loss: 0.3893 - accuracy: 0.8442
Epoch 312/500
450/450 [==============================] - 0s 800us/step - loss: 0.3892 - accuracy: 0.8439
Epoch 313/500
450/450 [==============================] - 0s 801us/step - loss: 0.3894 - accuracy: 0.8435
Epoch 314/500
450/450 [==============================] - 0s 856us/step - loss: 0.3896 - accuracy: 0.8438
Epoch 315/500
450/450 [==============================] - 0s 783us/step - loss: 0.3899 - accuracy: 0.8440
Epoch 316/500
450/450 [==============================] - 0s 837us/step - loss: 0.3891 - accuracy: 0.8438
Epoch 317/500
450/450 [==============================] - 0s 803us/step - loss: 0.3890 - accuracy: 0.8440
Epoch 318/500
450/450 [==============================] - 0s 797us/step - loss: 0.3893 - accuracy: 0.8449
Epoch 319/500
450/450 [==============================] - 0s 801us/step - loss: 0.3891 - accuracy: 0.8454
Epoch 320/500
450/450 [==============================] - 0s 794us/step - loss: 0.3896 - accuracy: 0.8433
Epoch 321/500
450/450 [==============================] - 0s 794us/step - loss: 0.3893 - accuracy: 0.8449
Epoch 322/500
450/450 [==============================] - 0s 802us/step - loss: 0.3895 - accuracy: 0.8429
Epoch 323/500
450/450 [==============================] - 0s 798us/step - loss: 0.3893 - accuracy: 0.8443
Epoch 324/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3894 - accuracy: 0.8446
Epoch 325/500
450/450 [==============================] - 0s 992us/step - loss: 0.3896 - accuracy: 0.8435
Epoch 326/500
450/450 [==============================] - 0s 884us/step - loss: 0.3894 - accuracy: 0.8440
Epoch 327/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3895 - accuracy: 0.8444
Epoch 328/500
450/450 [==============================] - 0s 946us/step - loss: 0.3895 - accuracy: 0.8419
Epoch 329/500
450/450 [==============================] - 0s 817us/step - loss: 0.3893 - accuracy: 0.8439
Epoch 330/500
450/450 [==============================] - 0s 910us/step - loss: 0.3889 - accuracy: 0.8433
Epoch 331/500
450/450 [==============================] - 0s 837us/step - loss: 0.3894 - accuracy: 0.8436
Epoch 332/500
450/450 [==============================] - 0s 883us/step - loss: 0.3897 - accuracy: 0.8436
Epoch 333/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8429
Epoch 334/500
450/450 [==============================] - 0s 815us/step - loss: 0.3895 - accuracy: 0.8432
Epoch 335/500
450/450 [==============================] - 0s 812us/step - loss: 0.3892 - accuracy: 0.8444
Epoch 336/500
450/450 [==============================] - 0s 817us/step - loss: 0.3894 - accuracy: 0.8435
Epoch 337/500
450/450 [==============================] - 0s 822us/step - loss: 0.3893 - accuracy: 0.8438
Epoch 338/500
450/450 [==============================] - 0s 866us/step - loss: 0.3896 - accuracy: 0.8429
Epoch 339/500
450/450 [==============================] - 0s 933us/step - loss: 0.3893 - accuracy: 0.8435
Epoch 340/500
450/450 [==============================] - 0s 877us/step - loss: 0.3892 - accuracy: 0.8447
Epoch 341/500
450/450 [==============================] - 0s 947us/step - loss: 0.3890 - accuracy: 0.8425
Epoch 342/500
450/450 [==============================] - 0s 801us/step - loss: 0.3895 - accuracy: 0.8435
Epoch 343/500
450/450 [==============================] - 0s 791us/step - loss: 0.3894 - accuracy: 0.8431
Epoch 344/500
450/450 [==============================] - 0s 814us/step - loss: 0.3892 - accuracy: 0.8422
Epoch 345/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8442
Epoch 346/500
450/450 [==============================] - 0s 818us/step - loss: 0.3890 - accuracy: 0.8438
Epoch 347/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3897 - accuracy: 0.8435: 0s - loss: 0.3853 - accura
Epoch 348/500
450/450 [==============================] - 0s 788us/step - loss: 0.3897 - accuracy: 0.8432
Epoch 349/500
450/450 [==============================] - 0s 814us/step - loss: 0.3894 - accuracy: 0.8435
Epoch 350/500
450/450 [==============================] - 0s 792us/step - loss: 0.3892 - accuracy: 0.8444
Epoch 351/500
450/450 [==============================] - 0s 859us/step - loss: 0.3899 - accuracy: 0.8443
Epoch 352/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3894 - accuracy: 0.8439
Epoch 353/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3893 - accuracy: 0.8442
Epoch 354/500
450/450 [==============================] - 0s 800us/step - loss: 0.3891 - accuracy: 0.8421
Epoch 355/500
450/450 [==============================] - 0s 787us/step - loss: 0.3896 - accuracy: 0.8446
Epoch 356/500
450/450 [==============================] - 0s 827us/step - loss: 0.3894 - accuracy: 0.8442
Epoch 357/500
450/450 [==============================] - 0s 798us/step - loss: 0.3895 - accuracy: 0.8428
Epoch 358/500
450/450 [==============================] - 0s 792us/step - loss: 0.3894 - accuracy: 0.8447
Epoch 359/500
450/450 [==============================] - 0s 816us/step - loss: 0.3889 - accuracy: 0.8435
Epoch 360/500
450/450 [==============================] - 0s 789us/step - loss: 0.3887 - accuracy: 0.8451
Epoch 361/500
450/450 [==============================] - 0s 806us/step - loss: 0.3897 - accuracy: 0.8442
Epoch 362/500
450/450 [==============================] - 0s 800us/step - loss: 0.3893 - accuracy: 0.8435
Epoch 363/500
450/450 [==============================] - 0s 790us/step - loss: 0.3891 - accuracy: 0.8438
Epoch 364/500
450/450 [==============================] - 0s 806us/step - loss: 0.3891 - accuracy: 0.8447
Epoch 365/500
450/450 [==============================] - 0s 807us/step - loss: 0.3891 - accuracy: 0.8439
Epoch 366/500
450/450 [==============================] - 0s 793us/step - loss: 0.3888 - accuracy: 0.8451
Epoch 367/500
450/450 [==============================] - 0s 804us/step - loss: 0.3889 - accuracy: 0.8454
Epoch 368/500
450/450 [==============================] - 0s 799us/step - loss: 0.3890 - accuracy: 0.8438
Epoch 369/500
450/450 [==============================] - 0s 794us/step - loss: 0.3891 - accuracy: 0.8447
Epoch 370/500
450/450 [==============================] - 0s 808us/step - loss: 0.3892 - accuracy: 0.8433
Epoch 371/500
450/450 [==============================] - 0s 782us/step - loss: 0.3887 - accuracy: 0.8436
Epoch 372/500
450/450 [==============================] - 0s 796us/step - loss: 0.3889 - accuracy: 0.8450
Epoch 373/500
450/450 [==============================] - 0s 812us/step - loss: 0.3886 - accuracy: 0.8446
Epoch 374/500
450/450 [==============================] - 0s 790us/step - loss: 0.3890 - accuracy: 0.8460
Epoch 375/500
450/450 [==============================] - 0s 790us/step - loss: 0.3887 - accuracy: 0.8439
Epoch 376/500
450/450 [==============================] - 0s 810us/step - loss: 0.3891 - accuracy: 0.8447
Epoch 377/500
450/450 [==============================] - 0s 802us/step - loss: 0.3891 - accuracy: 0.8456
Epoch 378/500
450/450 [==============================] - 0s 798us/step - loss: 0.3887 - accuracy: 0.8444
Epoch 379/500
450/450 [==============================] - 0s 798us/step - loss: 0.3887 - accuracy: 0.8440
Epoch 380/500
450/450 [==============================] - 0s 805us/step - loss: 0.3887 - accuracy: 0.8451
Epoch 381/500
450/450 [==============================] - 0s 821us/step - loss: 0.3883 - accuracy: 0.8451
Epoch 382/500
450/450 [==============================] - 0s 790us/step - loss: 0.3886 - accuracy: 0.8447
Epoch 383/500
450/450 [==============================] - 0s 790us/step - loss: 0.3887 - accuracy: 0.8451
Epoch 384/500
450/450 [==============================] - 0s 816us/step - loss: 0.3886 - accuracy: 0.8440
Epoch 385/500
450/450 [==============================] - 0s 799us/step - loss: 0.3888 - accuracy: 0.8454
Epoch 386/500
450/450 [==============================] - 0s 781us/step - loss: 0.3887 - accuracy: 0.8454
Epoch 387/500
450/450 [==============================] - 0s 826us/step - loss: 0.3890 - accuracy: 0.8444
Epoch 388/500
450/450 [==============================] - 0s 798us/step - loss: 0.3884 - accuracy: 0.8453
Epoch 389/500
450/450 [==============================] - 0s 806us/step - loss: 0.3891 - accuracy: 0.8443
Epoch 390/500
450/450 [==============================] - 0s 793us/step - loss: 0.3888 - accuracy: 0.8447
Epoch 391/500
450/450 [==============================] - 0s 796us/step - loss: 0.3890 - accuracy: 0.8440
Epoch 392/500
450/450 [==============================] - 0s 812us/step - loss: 0.3885 - accuracy: 0.8439
Epoch 393/500
450/450 [==============================] - 0s 799us/step - loss: 0.3882 - accuracy: 0.8442
Epoch 394/500
450/450 [==============================] - 0s 785us/step - loss: 0.3891 - accuracy: 0.8460
Epoch 395/500
450/450 [==============================] - 0s 833us/step - loss: 0.3886 - accuracy: 0.8454
Epoch 396/500
450/450 [==============================] - 0s 788us/step - loss: 0.3891 - accuracy: 0.8453
Epoch 397/500
450/450 [==============================] - 0s 856us/step - loss: 0.3891 - accuracy: 0.84420s - loss: 0.3872 - accuracy: 0.84
Epoch 398/500
450/450 [==============================] - 0s 837us/step - loss: 0.3891 - accuracy: 0.8446
Epoch 399/500
450/450 [==============================] - 0s 788us/step - loss: 0.3893 - accuracy: 0.8432
Epoch 400/500
450/450 [==============================] - 0s 809us/step - loss: 0.3894 - accuracy: 0.8449
Epoch 401/500
450/450 [==============================] - 0s 789us/step - loss: 0.3895 - accuracy: 0.8460
Epoch 402/500
450/450 [==============================] - 0s 791us/step - loss: 0.3891 - accuracy: 0.8450
Epoch 403/500
450/450 [==============================] - 0s 797us/step - loss: 0.3890 - accuracy: 0.8451
Epoch 404/500
450/450 [==============================] - 0s 792us/step - loss: 0.3888 - accuracy: 0.8454
Epoch 405/500
450/450 [==============================] - 0s 794us/step - loss: 0.3887 - accuracy: 0.8449
Epoch 406/500
450/450 [==============================] - 0s 802us/step - loss: 0.3882 - accuracy: 0.8442
Epoch 407/500
450/450 [==============================] - 0s 783us/step - loss: 0.3890 - accuracy: 0.8436
Epoch 408/500
450/450 [==============================] - 0s 808us/step - loss: 0.3886 - accuracy: 0.8451
Epoch 409/500
450/450 [==============================] - 0s 803us/step - loss: 0.3886 - accuracy: 0.8440
Epoch 410/500
450/450 [==============================] - 0s 787us/step - loss: 0.3891 - accuracy: 0.8456
Epoch 411/500
450/450 [==============================] - 0s 840us/step - loss: 0.3887 - accuracy: 0.8454
Epoch 412/500
450/450 [==============================] - 0s 807us/step - loss: 0.3890 - accuracy: 0.8438
Epoch 413/500
450/450 [==============================] - 0s 800us/step - loss: 0.3887 - accuracy: 0.8453
Epoch 414/500
450/450 [==============================] - 0s 807us/step - loss: 0.3887 - accuracy: 0.8450
Epoch 415/500
450/450 [==============================] - 0s 789us/step - loss: 0.3883 - accuracy: 0.8447
Epoch 416/500
450/450 [==============================] - 0s 801us/step - loss: 0.3887 - accuracy: 0.8456
Epoch 417/500
450/450 [==============================] - 0s 819us/step - loss: 0.3887 - accuracy: 0.8453
Epoch 418/500
450/450 [==============================] - 0s 792us/step - loss: 0.3888 - accuracy: 0.8446
Epoch 419/500
450/450 [==============================] - 0s 821us/step - loss: 0.3884 - accuracy: 0.8461
Epoch 420/500
450/450 [==============================] - 0s 798us/step - loss: 0.3889 - accuracy: 0.8462
Epoch 421/500
450/450 [==============================] - 0s 792us/step - loss: 0.3884 - accuracy: 0.8457
Epoch 422/500
450/450 [==============================] - 0s 818us/step - loss: 0.3886 - accuracy: 0.8449
Epoch 423/500
450/450 [==============================] - 0s 807us/step - loss: 0.3886 - accuracy: 0.8450
Epoch 424/500
450/450 [==============================] - 0s 795us/step - loss: 0.3890 - accuracy: 0.8479
Epoch 425/500
450/450 [==============================] - 0s 807us/step - loss: 0.3888 - accuracy: 0.8449
Epoch 426/500
450/450 [==============================] - 0s 793us/step - loss: 0.3881 - accuracy: 0.8454
Epoch 427/500
450/450 [==============================] - 0s 796us/step - loss: 0.3887 - accuracy: 0.8436
Epoch 428/500
450/450 [==============================] - 0s 808us/step - loss: 0.3887 - accuracy: 0.8451
Epoch 429/500
450/450 [==============================] - 0s 794us/step - loss: 0.3886 - accuracy: 0.8457
Epoch 430/500
450/450 [==============================] - 0s 796us/step - loss: 0.3886 - accuracy: 0.8446
Epoch 431/500
450/450 [==============================] - 0s 825us/step - loss: 0.3889 - accuracy: 0.8449
Epoch 432/500
450/450 [==============================] - 0s 811us/step - loss: 0.3889 - accuracy: 0.8450
Epoch 433/500
450/450 [==============================] - 0s 789us/step - loss: 0.3884 - accuracy: 0.8433
Epoch 434/500
450/450 [==============================] - 0s 794us/step - loss: 0.3883 - accuracy: 0.8457
Epoch 435/500
450/450 [==============================] - 0s 798us/step - loss: 0.3885 - accuracy: 0.8461
Epoch 436/500
450/450 [==============================] - 0s 811us/step - loss: 0.3885 - accuracy: 0.8450
Epoch 437/500
450/450 [==============================] - 0s 797us/step - loss: 0.3892 - accuracy: 0.8440
Epoch 438/500
450/450 [==============================] - 0s 803us/step - loss: 0.3883 - accuracy: 0.8461
Epoch 439/500
450/450 [==============================] - 0s 798us/step - loss: 0.3885 - accuracy: 0.8453
Epoch 440/500
450/450 [==============================] - 0s 791us/step - loss: 0.3886 - accuracy: 0.8450
Epoch 441/500
450/450 [==============================] - 0s 822us/step - loss: 0.3886 - accuracy: 0.8449
Epoch 442/500
450/450 [==============================] - 0s 794us/step - loss: 0.3884 - accuracy: 0.8454
Epoch 443/500
450/450 [==============================] - 0s 785us/step - loss: 0.3887 - accuracy: 0.8449
Epoch 444/500
450/450 [==============================] - 0s 809us/step - loss: 0.3886 - accuracy: 0.8457
Epoch 445/500
450/450 [==============================] - 0s 791us/step - loss: 0.3887 - accuracy: 0.8468
Epoch 446/500
450/450 [==============================] - 0s 802us/step - loss: 0.3885 - accuracy: 0.8451
Epoch 447/500
450/450 [==============================] - 0s 816us/step - loss: 0.3888 - accuracy: 0.8450
Epoch 448/500
450/450 [==============================] - 0s 798us/step - loss: 0.3892 - accuracy: 0.8440
Epoch 449/500
450/450 [==============================] - 0s 787us/step - loss: 0.3885 - accuracy: 0.8454
Epoch 450/500
450/450 [==============================] - 0s 829us/step - loss: 0.3880 - accuracy: 0.8456
Epoch 451/500
450/450 [==============================] - 0s 793us/step - loss: 0.3885 - accuracy: 0.8458
Epoch 452/500
450/450 [==============================] - 0s 798us/step - loss: 0.3891 - accuracy: 0.8460
Epoch 453/500
450/450 [==============================] - 0s 802us/step - loss: 0.3888 - accuracy: 0.8446
Epoch 454/500
450/450 [==============================] - 0s 787us/step - loss: 0.3880 - accuracy: 0.8451
Epoch 455/500
450/450 [==============================] - 0s 817us/step - loss: 0.3888 - accuracy: 0.8453
Epoch 456/500
450/450 [==============================] - 0s 894us/step - loss: 0.3889 - accuracy: 0.84460s - loss: 0.3902 - accuracy: 0.
Epoch 457/500
450/450 [==============================] - 0s 960us/step - loss: 0.3889 - accuracy: 0.8451
Epoch 458/500
450/450 [==============================] - 0s 860us/step - loss: 0.3887 - accuracy: 0.8464
Epoch 459/500
450/450 [==============================] - 0s 793us/step - loss: 0.3893 - accuracy: 0.8467
Epoch 460/500
450/450 [==============================] - 0s 807us/step - loss: 0.3886 - accuracy: 0.8457
Epoch 461/500
450/450 [==============================] - 0s 793us/step - loss: 0.3887 - accuracy: 0.8449
Epoch 462/500
450/450 [==============================] - 0s 795us/step - loss: 0.3883 - accuracy: 0.8457
Epoch 463/500
450/450 [==============================] - 0s 812us/step - loss: 0.3880 - accuracy: 0.8460
Epoch 464/500
450/450 [==============================] - 0s 795us/step - loss: 0.3886 - accuracy: 0.8443
Epoch 465/500
450/450 [==============================] - 0s 789us/step - loss: 0.3886 - accuracy: 0.8464
Epoch 466/500
450/450 [==============================] - 0s 808us/step - loss: 0.3882 - accuracy: 0.8468
Epoch 467/500
450/450 [==============================] - 0s 790us/step - loss: 0.3888 - accuracy: 0.8438
Epoch 468/500
450/450 [==============================] - 0s 791us/step - loss: 0.3888 - accuracy: 0.8446
Epoch 469/500
450/450 [==============================] - 0s 803us/step - loss: 0.3891 - accuracy: 0.8451
Epoch 470/500
450/450 [==============================] - 0s 792us/step - loss: 0.3889 - accuracy: 0.8456
Epoch 471/500
450/450 [==============================] - 0s 820us/step - loss: 0.3887 - accuracy: 0.8442
Epoch 472/500
450/450 [==============================] - 0s 787us/step - loss: 0.3889 - accuracy: 0.8464
Epoch 473/500
450/450 [==============================] - 0s 791us/step - loss: 0.3888 - accuracy: 0.8453
Epoch 474/500
450/450 [==============================] - 0s 811us/step - loss: 0.3884 - accuracy: 0.8453
Epoch 475/500
450/450 [==============================] - 0s 786us/step - loss: 0.3886 - accuracy: 0.8447
Epoch 476/500
450/450 [==============================] - 0s 793us/step - loss: 0.3884 - accuracy: 0.8451
Epoch 477/500
450/450 [==============================] - 0s 810us/step - loss: 0.3887 - accuracy: 0.8464
Epoch 478/500
450/450 [==============================] - 0s 803us/step - loss: 0.3885 - accuracy: 0.8462
Epoch 479/500
450/450 [==============================] - 0s 788us/step - loss: 0.3882 - accuracy: 0.8447
Epoch 480/500
450/450 [==============================] - 0s 807us/step - loss: 0.3886 - accuracy: 0.8462
Epoch 481/500
450/450 [==============================] - 0s 797us/step - loss: 0.3884 - accuracy: 0.8467
Epoch 482/500
450/450 [==============================] - 0s 812us/step - loss: 0.3887 - accuracy: 0.8458
Epoch 483/500
450/450 [==============================] - 0s 815us/step - loss: 0.3882 - accuracy: 0.8443
Epoch 484/500
450/450 [==============================] - 0s 795us/step - loss: 0.3886 - accuracy: 0.8462
Epoch 485/500
450/450 [==============================] - 0s 820us/step - loss: 0.3886 - accuracy: 0.8447
Epoch 486/500
450/450 [==============================] - 0s 794us/step - loss: 0.3893 - accuracy: 0.8443
Epoch 487/500
450/450 [==============================] - 0s 787us/step - loss: 0.3888 - accuracy: 0.8461
Epoch 488/500
450/450 [==============================] - 0s 804us/step - loss: 0.3885 - accuracy: 0.8447
Epoch 489/500
450/450 [==============================] - 0s 794us/step - loss: 0.3889 - accuracy: 0.8444
Epoch 490/500
450/450 [==============================] - 0s 803us/step - loss: 0.3889 - accuracy: 0.8451
Epoch 491/500
450/450 [==============================] - 0s 823us/step - loss: 0.3889 - accuracy: 0.8449
Epoch 492/500
450/450 [==============================] - 0s 796us/step - loss: 0.3887 - accuracy: 0.8442
Epoch 493/500
450/450 [==============================] - 0s 814us/step - loss: 0.3888 - accuracy: 0.8443
Epoch 494/500
450/450 [==============================] - 0s 803us/step - loss: 0.3885 - accuracy: 0.8468
Epoch 495/500
450/450 [==============================] - 0s 813us/step - loss: 0.3889 - accuracy: 0.8447
Epoch 496/500
450/450 [==============================] - 0s 819us/step - loss: 0.3884 - accuracy: 0.8460
Epoch 497/500
450/450 [==============================] - 0s 791us/step - loss: 0.3888 - accuracy: 0.8471
Epoch 498/500
450/450 [==============================] - 0s 792us/step - loss: 0.3888 - accuracy: 0.8453
Epoch 499/500
450/450 [==============================] - 0s 828us/step - loss: 0.3888 - accuracy: 0.8443
Epoch 500/500
450/450 [==============================] - 0s 943us/step - loss: 0.3886 - accuracy: 0.8447
Epoch 1/500
450/450 [==============================] - 0s 821us/step - loss: 0.5511 - accuracy: 0.7962
Epoch 2/500
450/450 [==============================] - 0s 825us/step - loss: 0.4407 - accuracy: 0.7978
Epoch 3/500
450/450 [==============================] - 0s 855us/step - loss: 0.4321 - accuracy: 0.7978
Epoch 4/500
450/450 [==============================] - 0s 834us/step - loss: 0.4289 - accuracy: 0.7978
Epoch 5/500
450/450 [==============================] - 0s 832us/step - loss: 0.4262 - accuracy: 0.7978
Epoch 6/500
450/450 [==============================] - 0s 837us/step - loss: 0.4225 - accuracy: 0.7978
Epoch 7/500
450/450 [==============================] - 0s 825us/step - loss: 0.4194 - accuracy: 0.8135
Epoch 8/500
450/450 [==============================] - 0s 891us/step - loss: 0.4175 - accuracy: 0.8251
Epoch 9/500
450/450 [==============================] - 0s 828us/step - loss: 0.4153 - accuracy: 0.8294
Epoch 10/500
450/450 [==============================] - 0s 826us/step - loss: 0.4137 - accuracy: 0.8299
Epoch 11/500
450/450 [==============================] - 0s 920us/step - loss: 0.4122 - accuracy: 0.8328
Epoch 12/500
450/450 [==============================] - 0s 803us/step - loss: 0.4112 - accuracy: 0.83500s - loss: 0.4073 - accuracy:
Epoch 13/500
450/450 [==============================] - 0s 811us/step - loss: 0.4098 - accuracy: 0.8351
Epoch 14/500
450/450 [==============================] - 0s 801us/step - loss: 0.4087 - accuracy: 0.8343
Epoch 15/500
450/450 [==============================] - 0s 810us/step - loss: 0.4078 - accuracy: 0.8363
Epoch 16/500
450/450 [==============================] - 0s 814us/step - loss: 0.4067 - accuracy: 0.8354
Epoch 17/500
450/450 [==============================] - 0s 850us/step - loss: 0.4064 - accuracy: 0.8368
Epoch 18/500
450/450 [==============================] - 0s 805us/step - loss: 0.4054 - accuracy: 0.8360
Epoch 19/500
450/450 [==============================] - 0s 794us/step - loss: 0.4045 - accuracy: 0.8365
Epoch 20/500
450/450 [==============================] - 0s 780us/step - loss: 0.4043 - accuracy: 0.8368
Epoch 21/500
450/450 [==============================] - 0s 796us/step - loss: 0.4033 - accuracy: 0.8364
Epoch 22/500
450/450 [==============================] - 0s 796us/step - loss: 0.4030 - accuracy: 0.8368
Epoch 23/500
450/450 [==============================] - 0s 781us/step - loss: 0.4026 - accuracy: 0.8368
Epoch 24/500
450/450 [==============================] - 0s 812us/step - loss: 0.4022 - accuracy: 0.8371
Epoch 25/500
450/450 [==============================] - 0s 785us/step - loss: 0.4021 - accuracy: 0.8371
Epoch 26/500
450/450 [==============================] - 0s 807us/step - loss: 0.4013 - accuracy: 0.8369
Epoch 27/500
450/450 [==============================] - 0s 810us/step - loss: 0.4009 - accuracy: 0.8369
Epoch 28/500
450/450 [==============================] - 0s 791us/step - loss: 0.4008 - accuracy: 0.8378
Epoch 29/500
450/450 [==============================] - 0s 798us/step - loss: 0.4007 - accuracy: 0.8376
Epoch 30/500
450/450 [==============================] - 0s 806us/step - loss: 0.4004 - accuracy: 0.8378
Epoch 31/500
450/450 [==============================] - 0s 802us/step - loss: 0.4003 - accuracy: 0.8374
Epoch 32/500
450/450 [==============================] - 0s 795us/step - loss: 0.3999 - accuracy: 0.8369
Epoch 33/500
450/450 [==============================] - 0s 814us/step - loss: 0.3994 - accuracy: 0.8382
Epoch 34/500
450/450 [==============================] - 0s 790us/step - loss: 0.3991 - accuracy: 0.8375
Epoch 35/500
450/450 [==============================] - 0s 829us/step - loss: 0.3990 - accuracy: 0.8378
Epoch 36/500
450/450 [==============================] - 0s 786us/step - loss: 0.3990 - accuracy: 0.8369
Epoch 37/500
450/450 [==============================] - 0s 791us/step - loss: 0.3989 - accuracy: 0.8389
Epoch 38/500
450/450 [==============================] - 0s 810us/step - loss: 0.3990 - accuracy: 0.8379
Epoch 39/500
450/450 [==============================] - 0s 797us/step - loss: 0.3987 - accuracy: 0.8383
Epoch 40/500
450/450 [==============================] - 0s 787us/step - loss: 0.3984 - accuracy: 0.8372
Epoch 41/500
450/450 [==============================] - 0s 814us/step - loss: 0.3983 - accuracy: 0.8376
Epoch 42/500
450/450 [==============================] - 0s 796us/step - loss: 0.3983 - accuracy: 0.8389
Epoch 43/500
450/450 [==============================] - 0s 804us/step - loss: 0.3979 - accuracy: 0.8386
Epoch 44/500
450/450 [==============================] - 0s 814us/step - loss: 0.3976 - accuracy: 0.8382
Epoch 45/500
450/450 [==============================] - 0s 802us/step - loss: 0.3978 - accuracy: 0.8381
Epoch 46/500
450/450 [==============================] - 0s 813us/step - loss: 0.3978 - accuracy: 0.8397
Epoch 47/500
450/450 [==============================] - 0s 803us/step - loss: 0.3976 - accuracy: 0.8392
Epoch 48/500
450/450 [==============================] - 0s 797us/step - loss: 0.3975 - accuracy: 0.8381
Epoch 49/500
450/450 [==============================] - 0s 823us/step - loss: 0.3971 - accuracy: 0.8376
Epoch 50/500
450/450 [==============================] - 0s 858us/step - loss: 0.3976 - accuracy: 0.8399
Epoch 51/500
450/450 [==============================] - 0s 934us/step - loss: 0.3971 - accuracy: 0.8388
Epoch 52/500
450/450 [==============================] - 0s 829us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 53/500
450/450 [==============================] - 0s 807us/step - loss: 0.3972 - accuracy: 0.8392
Epoch 54/500
450/450 [==============================] - 0s 808us/step - loss: 0.3967 - accuracy: 0.8394
Epoch 55/500
450/450 [==============================] - 0s 795us/step - loss: 0.3970 - accuracy: 0.8389
Epoch 56/500
450/450 [==============================] - 0s 791us/step - loss: 0.3969 - accuracy: 0.8388
Epoch 57/500
450/450 [==============================] - 0s 807us/step - loss: 0.3968 - accuracy: 0.8385
Epoch 58/500
450/450 [==============================] - 0s 811us/step - loss: 0.3968 - accuracy: 0.8394
Epoch 59/500
450/450 [==============================] - 0s 790us/step - loss: 0.3967 - accuracy: 0.8392
Epoch 60/500
450/450 [==============================] - 0s 891us/step - loss: 0.3967 - accuracy: 0.8382
Epoch 61/500
450/450 [==============================] - 0s 819us/step - loss: 0.3966 - accuracy: 0.8389
Epoch 62/500
450/450 [==============================] - 0s 807us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 63/500
450/450 [==============================] - 0s 795us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 64/500
450/450 [==============================] - 0s 796us/step - loss: 0.3968 - accuracy: 0.8392
Epoch 65/500
450/450 [==============================] - 0s 808us/step - loss: 0.3963 - accuracy: 0.8383
Epoch 66/500
450/450 [==============================] - 0s 800us/step - loss: 0.3961 - accuracy: 0.8379
Epoch 67/500
450/450 [==============================] - 0s 791us/step - loss: 0.3964 - accuracy: 0.8381
Epoch 68/500
450/450 [==============================] - 0s 815us/step - loss: 0.3961 - accuracy: 0.8396
Epoch 69/500
450/450 [==============================] - 0s 792us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 70/500
450/450 [==============================] - 0s 799us/step - loss: 0.3961 - accuracy: 0.8376
Epoch 71/500
450/450 [==============================] - 0s 817us/step - loss: 0.3963 - accuracy: 0.8399
Epoch 72/500
450/450 [==============================] - 0s 815us/step - loss: 0.3963 - accuracy: 0.8389
Epoch 73/500
450/450 [==============================] - 0s 809us/step - loss: 0.3963 - accuracy: 0.8388
Epoch 74/500
450/450 [==============================] - 0s 803us/step - loss: 0.3960 - accuracy: 0.8399
Epoch 75/500
450/450 [==============================] - 0s 804us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 76/500
450/450 [==============================] - 0s 821us/step - loss: 0.3960 - accuracy: 0.8404
Epoch 77/500
450/450 [==============================] - 0s 822us/step - loss: 0.3962 - accuracy: 0.8394
Epoch 78/500
450/450 [==============================] - 0s 799us/step - loss: 0.3963 - accuracy: 0.8394
Epoch 79/500
450/450 [==============================] - 0s 825us/step - loss: 0.3962 - accuracy: 0.8397
Epoch 80/500
450/450 [==============================] - 0s 800us/step - loss: 0.3958 - accuracy: 0.8394
Epoch 81/500
450/450 [==============================] - 0s 795us/step - loss: 0.3962 - accuracy: 0.8382
Epoch 82/500
450/450 [==============================] - 0s 821us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 83/500
450/450 [==============================] - 0s 808us/step - loss: 0.3961 - accuracy: 0.8401
Epoch 84/500
450/450 [==============================] - 0s 826us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 85/500
450/450 [==============================] - 0s 803us/step - loss: 0.3957 - accuracy: 0.8389
Epoch 86/500
450/450 [==============================] - 0s 795us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 87/500
450/450 [==============================] - 0s 825us/step - loss: 0.3955 - accuracy: 0.8379
Epoch 88/500
450/450 [==============================] - 0s 796us/step - loss: 0.3954 - accuracy: 0.8365
Epoch 89/500
450/450 [==============================] - 0s 795us/step - loss: 0.3956 - accuracy: 0.8393
Epoch 90/500
450/450 [==============================] - 0s 812us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 91/500
450/450 [==============================] - 0s 811us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 92/500
450/450 [==============================] - 0s 810us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 93/500
450/450 [==============================] - 0s 825us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 94/500
450/450 [==============================] - 0s 816us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 95/500
450/450 [==============================] - 0s 797us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 96/500
450/450 [==============================] - 0s 789us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 97/500
450/450 [==============================] - 0s 802us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 98/500
450/450 [==============================] - 0s 804us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 99/500
450/450 [==============================] - 0s 824us/step - loss: 0.3944 - accuracy: 0.8401
Epoch 100/500
450/450 [==============================] - 0s 792us/step - loss: 0.3944 - accuracy: 0.8371
Epoch 101/500
450/450 [==============================] - 0s 819us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 102/500
450/450 [==============================] - 0s 802us/step - loss: 0.3943 - accuracy: 0.8399
Epoch 103/500
450/450 [==============================] - 0s 808us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 104/500
450/450 [==============================] - 0s 794us/step - loss: 0.3940 - accuracy: 0.8378
Epoch 105/500
450/450 [==============================] - 0s 788us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 106/500
450/450 [==============================] - 0s 821us/step - loss: 0.3942 - accuracy: 0.8383
Epoch 107/500
450/450 [==============================] - 0s 795us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 108/500
450/450 [==============================] - 0s 810us/step - loss: 0.3940 - accuracy: 0.8390
Epoch 109/500
450/450 [==============================] - 0s 829us/step - loss: 0.3941 - accuracy: 0.8386
Epoch 110/500
450/450 [==============================] - 0s 799us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 111/500
450/450 [==============================] - 0s 796us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 112/500
450/450 [==============================] - 0s 833us/step - loss: 0.3937 - accuracy: 0.8394
Epoch 113/500
450/450 [==============================] - 0s 797us/step - loss: 0.3940 - accuracy: 0.8392
Epoch 114/500
450/450 [==============================] - 0s 798us/step - loss: 0.3940 - accuracy: 0.8390
Epoch 115/500
450/450 [==============================] - 0s 858us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 116/500
450/450 [==============================] - 0s 791us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 117/500
450/450 [==============================] - 0s 810us/step - loss: 0.3940 - accuracy: 0.8393
Epoch 118/500
450/450 [==============================] - 0s 786us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 119/500
450/450 [==============================] - 0s 794us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 120/500
450/450 [==============================] - 0s 828us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 121/500
450/450 [==============================] - 0s 791us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 122/500
450/450 [==============================] - 0s 794us/step - loss: 0.3939 - accuracy: 0.8403
Epoch 123/500
450/450 [==============================] - 0s 827us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 124/500
450/450 [==============================] - 0s 819us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 125/500
450/450 [==============================] - 0s 818us/step - loss: 0.3937 - accuracy: 0.8394
Epoch 126/500
450/450 [==============================] - 0s 795us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 127/500
450/450 [==============================] - 0s 799us/step - loss: 0.3937 - accuracy: 0.8393
Epoch 128/500
450/450 [==============================] - 0s 814us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 129/500
450/450 [==============================] - 0s 798us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 130/500
450/450 [==============================] - 0s 797us/step - loss: 0.3936 - accuracy: 0.8367
Epoch 131/500
450/450 [==============================] - 0s 815us/step - loss: 0.3938 - accuracy: 0.8365
Epoch 132/500
450/450 [==============================] - 0s 801us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 133/500
450/450 [==============================] - 0s 826us/step - loss: 0.3938 - accuracy: 0.83760s - loss: 0.3942 - accuracy: 0.83
Epoch 134/500
450/450 [==============================] - 0s 801us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 135/500
450/450 [==============================] - 0s 799us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 136/500
450/450 [==============================] - 0s 827us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 137/500
450/450 [==============================] - 0s 790us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 138/500
450/450 [==============================] - 0s 802us/step - loss: 0.3937 - accuracy: 0.8368
Epoch 139/500
450/450 [==============================] - 0s 817us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 140/500
450/450 [==============================] - 0s 809us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 141/500
450/450 [==============================] - 0s 801us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 142/500
450/450 [==============================] - 0s 809us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 143/500
450/450 [==============================] - 0s 789us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 144/500
450/450 [==============================] - 0s 816us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 145/500
450/450 [==============================] - 0s 795us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 146/500
450/450 [==============================] - 0s 809us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 147/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3932 - accuracy: 0.8368: 0s - loss: 0.3755
Epoch 148/500
450/450 [==============================] - 0s 964us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 149/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8376
Epoch 150/500
450/450 [==============================] - 0s 976us/step - loss: 0.3934 - accuracy: 0.8364
Epoch 151/500
450/450 [==============================] - 0s 965us/step - loss: 0.3938 - accuracy: 0.8365
Epoch 152/500
450/450 [==============================] - 0s 936us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 153/500
450/450 [==============================] - 0s 874us/step - loss: 0.3936 - accuracy: 0.8379
Epoch 154/500
450/450 [==============================] - 0s 881us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 155/500
450/450 [==============================] - 0s 898us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 156/500
450/450 [==============================] - 0s 800us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 157/500
450/450 [==============================] - 0s 798us/step - loss: 0.3933 - accuracy: 0.8363
Epoch 158/500
450/450 [==============================] - 0s 797us/step - loss: 0.3934 - accuracy: 0.8374
Epoch 159/500
450/450 [==============================] - 0s 873us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 160/500
450/450 [==============================] - 0s 800us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 161/500
450/450 [==============================] - 0s 832us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 162/500
450/450 [==============================] - 0s 881us/step - loss: 0.3933 - accuracy: 0.8364
Epoch 163/500
450/450 [==============================] - 0s 877us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 164/500
450/450 [==============================] - 0s 837us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 165/500
450/450 [==============================] - 0s 813us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 166/500
450/450 [==============================] - 0s 796us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 167/500
450/450 [==============================] - 0s 807us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 168/500
450/450 [==============================] - 0s 857us/step - loss: 0.3936 - accuracy: 0.83560s - loss: 0.3940 - accuracy: 0.
Epoch 169/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3935 - accuracy: 0.8393
Epoch 170/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8383
Epoch 171/500
450/450 [==============================] - 0s 861us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 172/500
450/450 [==============================] - 0s 811us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 173/500
450/450 [==============================] - 0s 803us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 174/500
450/450 [==============================] - 0s 809us/step - loss: 0.3934 - accuracy: 0.8374
Epoch 175/500
450/450 [==============================] - 0s 885us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 176/500
450/450 [==============================] - 0s 903us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 177/500
450/450 [==============================] - 0s 818us/step - loss: 0.3931 - accuracy: 0.8367
Epoch 178/500
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 179/500
450/450 [==============================] - 0s 806us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 180/500
450/450 [==============================] - 0s 793us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 181/500
450/450 [==============================] - 0s 787us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 182/500
450/450 [==============================] - 0s 818us/step - loss: 0.3932 - accuracy: 0.8368
Epoch 183/500
450/450 [==============================] - 0s 791us/step - loss: 0.3928 - accuracy: 0.8375
Epoch 184/500
450/450 [==============================] - 0s 796us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 185/500
450/450 [==============================] - 0s 822us/step - loss: 0.3933 - accuracy: 0.8365
Epoch 186/500
450/450 [==============================] - 0s 795us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 187/500
450/450 [==============================] - 0s 803us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 188/500
450/450 [==============================] - 0s 816us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 189/500
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8368
Epoch 190/500
450/450 [==============================] - 0s 819us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 191/500
450/450 [==============================] - 0s 796us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 192/500
450/450 [==============================] - 0s 791us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 193/500
450/450 [==============================] - 0s 805us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 194/500
450/450 [==============================] - 0s 793us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 195/500
450/450 [==============================] - 0s 795us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 196/500
450/450 [==============================] - 0s 826us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 197/500
450/450 [==============================] - 0s 793us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 198/500
450/450 [==============================] - 0s 820us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 199/500
450/450 [==============================] - 0s 795us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 200/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 201/500
450/450 [==============================] - 0s 800us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 202/500
450/450 [==============================] - 0s 800us/step - loss: 0.3934 - accuracy: 0.8365
Epoch 203/500
450/450 [==============================] - 0s 795us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 204/500
450/450 [==============================] - 0s 815us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 205/500
450/450 [==============================] - 0s 796us/step - loss: 0.3931 - accuracy: 0.8367
Epoch 206/500
450/450 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 207/500
450/450 [==============================] - 0s 850us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 208/500
450/450 [==============================] - 0s 806us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 209/500
450/450 [==============================] - 0s 788us/step - loss: 0.3929 - accuracy: 0.8389
Epoch 210/500
450/450 [==============================] - 0s 818us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 211/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 212/500
450/450 [==============================] - 0s 807us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 213/500
450/450 [==============================] - 0s 796us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 214/500
450/450 [==============================] - 0s 787us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 215/500
450/450 [==============================] - 0s 815us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 216/500
450/450 [==============================] - 0s 789us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 217/500
450/450 [==============================] - 0s 815us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 218/500
450/450 [==============================] - 0s 884us/step - loss: 0.3936 - accuracy: 0.8369
Epoch 219/500
450/450 [==============================] - 0s 790us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 220/500
450/450 [==============================] - 0s 802us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 221/500
450/450 [==============================] - 0s 799us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 222/500
450/450 [==============================] - 0s 791us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 223/500
450/450 [==============================] - 0s 809us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 224/500
450/450 [==============================] - 0s 789us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 225/500
450/450 [==============================] - 0s 797us/step - loss: 0.3931 - accuracy: 0.8357
Epoch 226/500
450/450 [==============================] - 0s 818us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 227/500
450/450 [==============================] - 0s 791us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 228/500
450/450 [==============================] - 0s 801us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 229/500
450/450 [==============================] - 0s 808us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 230/500
450/450 [==============================] - 0s 799us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 231/500
450/450 [==============================] - 0s 827us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 232/500
450/450 [==============================] - 0s 791us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 233/500
450/450 [==============================] - 0s 801us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 234/500
450/450 [==============================] - 0s 817us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 235/500
450/450 [==============================] - 0s 821us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 236/500
450/450 [==============================] - 0s 801us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 237/500
450/450 [==============================] - 0s 803us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 238/500
450/450 [==============================] - 0s 789us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 239/500
450/450 [==============================] - 0s 815us/step - loss: 0.3930 - accuracy: 0.8367
Epoch 240/500
450/450 [==============================] - 0s 792us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 241/500
450/450 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 242/500
450/450 [==============================] - 0s 812us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 243/500
450/450 [==============================] - 0s 797us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 244/500
450/450 [==============================] - 0s 799us/step - loss: 0.3928 - accuracy: 0.8371
Epoch 245/500
450/450 [==============================] - 0s 806us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 246/500
450/450 [==============================] - 0s 802us/step - loss: 0.3928 - accuracy: 0.8386
Epoch 247/500
450/450 [==============================] - 0s 791us/step - loss: 0.3931 - accuracy: 0.8368
Epoch 248/500
450/450 [==============================] - 0s 819us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 249/500
450/450 [==============================] - 0s 790us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 250/500
450/450 [==============================] - 0s 818us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 251/500
450/450 [==============================] - 0s 793us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 252/500
450/450 [==============================] - 0s 787us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 253/500
450/450 [==============================] - 0s 793us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 254/500
450/450 [==============================] - 0s 817us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 255/500
450/450 [==============================] - 0s 826us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 256/500
450/450 [==============================] - 0s 792us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 257/500
450/450 [==============================] - 0s 849us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 258/500
450/450 [==============================] - 0s 798us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 259/500
450/450 [==============================] - 0s 817us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 260/500
450/450 [==============================] - 0s 802us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 261/500
450/450 [==============================] - 0s 809us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 262/500
450/450 [==============================] - 0s 801us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 263/500
450/450 [==============================] - 0s 800us/step - loss: 0.3934 - accuracy: 0.8396
Epoch 264/500
450/450 [==============================] - 0s 826us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 265/500
450/450 [==============================] - 0s 797us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 266/500
450/450 [==============================] - 0s 792us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 267/500
450/450 [==============================] - 0s 809us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 268/500
450/450 [==============================] - 0s 796us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 269/500
450/450 [==============================] - 0s 805us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 270/500
450/450 [==============================] - 0s 814us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 271/500
450/450 [==============================] - 0s 789us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 272/500
450/450 [==============================] - 0s 799us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 273/500
450/450 [==============================] - 0s 827us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 274/500
450/450 [==============================] - 0s 792us/step - loss: 0.3929 - accuracy: 0.8371
Epoch 275/500
450/450 [==============================] - 0s 796us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 276/500
450/450 [==============================] - 0s 809us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 277/500
450/450 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 278/500
450/450 [==============================] - 0s 812us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 279/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 280/500
450/450 [==============================] - 0s 792us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 281/500
450/450 [==============================] - 0s 807us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 282/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 283/500
450/450 [==============================] - 0s 796us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 284/500
450/450 [==============================] - 0s 807us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 285/500
450/450 [==============================] - 0s 786us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 286/500
450/450 [==============================] - 0s 824us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 287/500
450/450 [==============================] - 0s 807us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 288/500
450/450 [==============================] - 0s 802us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 289/500
450/450 [==============================] - 0s 846us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 290/500
450/450 [==============================] - 0s 813us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 291/500
450/450 [==============================] - 0s 805us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 292/500
450/450 [==============================] - 0s 821us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 293/500
450/450 [==============================] - 0s 800us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 294/500
450/450 [==============================] - 0s 809us/step - loss: 0.3933 - accuracy: 0.8363
Epoch 295/500
450/450 [==============================] - 0s 813us/step - loss: 0.3931 - accuracy: 0.8378
Epoch 296/500
450/450 [==============================] - 0s 797us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 297/500
450/450 [==============================] - 0s 872us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 298/500
450/450 [==============================] - 0s 823us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 299/500
450/450 [==============================] - 0s 798us/step - loss: 0.3927 - accuracy: 0.8383
Epoch 300/500
450/450 [==============================] - 0s 855us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 301/500
450/450 [==============================] - 0s 808us/step - loss: 0.3931 - accuracy: 0.83790s - loss: 0.3877 - accuracy:
Epoch 302/500
450/450 [==============================] - 0s 788us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 303/500
450/450 [==============================] - 0s 809us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 304/500
450/450 [==============================] - 0s 791us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 305/500
450/450 [==============================] - 0s 807us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 306/500
450/450 [==============================] - 0s 802us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 307/500
450/450 [==============================] - 0s 790us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 308/500
450/450 [==============================] - 0s 808us/step - loss: 0.3934 - accuracy: 0.8374
Epoch 309/500
450/450 [==============================] - 0s 797us/step - loss: 0.3929 - accuracy: 0.8374
Epoch 310/500
450/450 [==============================] - 0s 795us/step - loss: 0.3929 - accuracy: 0.8379
Epoch 311/500
450/450 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 312/500
450/450 [==============================] - 0s 790us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 313/500
450/450 [==============================] - 0s 841us/step - loss: 0.3934 - accuracy: 0.83740s - loss: 0.3915 - accuracy: 0.83
Epoch 314/500
450/450 [==============================] - 0s 795us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 315/500
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 316/500
450/450 [==============================] - 0s 833us/step - loss: 0.3928 - accuracy: 0.8367
Epoch 317/500
450/450 [==============================] - 0s 812us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 318/500
450/450 [==============================] - 0s 790us/step - loss: 0.3926 - accuracy: 0.8367
Epoch 319/500
450/450 [==============================] - 0s 804us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 320/500
450/450 [==============================] - 0s 801us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 321/500
450/450 [==============================] - 0s 792us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 322/500
450/450 [==============================] - 0s 824us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 323/500
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 324/500
450/450 [==============================] - 0s 803us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 325/500
450/450 [==============================] - 0s 884us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 326/500
450/450 [==============================] - 0s 799us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 327/500
450/450 [==============================] - 0s 817us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 328/500
450/450 [==============================] - 0s 810us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 329/500
450/450 [==============================] - 0s 787us/step - loss: 0.3937 - accuracy: 0.8360
Epoch 330/500
450/450 [==============================] - 0s 804us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 331/500
450/450 [==============================] - 0s 799us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 332/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 333/500
450/450 [==============================] - 0s 819us/step - loss: 0.3929 - accuracy: 0.8367
Epoch 334/500
450/450 [==============================] - 0s 790us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 335/500
450/450 [==============================] - 0s 796us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 336/500
450/450 [==============================] - 0s 832us/step - loss: 0.3935 - accuracy: 0.83810s - loss: 0.3941 - accuracy: 0.83
Epoch 337/500
450/450 [==============================] - 0s 813us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 338/500
450/450 [==============================] - 0s 799us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 339/500
450/450 [==============================] - 0s 792us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 340/500
450/450 [==============================] - 0s 807us/step - loss: 0.3933 - accuracy: 0.83810s - loss: 0.3950 - accuracy: 0.
Epoch 341/500
450/450 [==============================] - 0s 800us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 342/500
450/450 [==============================] - 0s 821us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 343/500
450/450 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 344/500
450/450 [==============================] - 0s 816us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 345/500
450/450 [==============================] - 0s 798us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 346/500
450/450 [==============================] - 0s 786us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 347/500
450/450 [==============================] - 0s 819us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 348/500
450/450 [==============================] - 0s 795us/step - loss: 0.3933 - accuracy: 0.8371
Epoch 349/500
450/450 [==============================] - 0s 818us/step - loss: 0.3932 - accuracy: 0.8353
Epoch 350/500
450/450 [==============================] - 0s 795us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 351/500
450/450 [==============================] - 0s 801us/step - loss: 0.3931 - accuracy: 0.8367
Epoch 352/500
450/450 [==============================] - 0s 825us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 353/500
450/450 [==============================] - 0s 794us/step - loss: 0.3928 - accuracy: 0.8399
Epoch 354/500
450/450 [==============================] - 0s 790us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 355/500
450/450 [==============================] - 0s 824us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 356/500
450/450 [==============================] - 0s 794us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 357/500
450/450 [==============================] - 0s 831us/step - loss: 0.3927 - accuracy: 0.8364
Epoch 358/500
450/450 [==============================] - 0s 902us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 359/500
450/450 [==============================] - 0s 782us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 360/500
450/450 [==============================] - 0s 814us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 361/500
450/450 [==============================] - 0s 783us/step - loss: 0.3926 - accuracy: 0.8396
Epoch 362/500
450/450 [==============================] - 0s 788us/step - loss: 0.3930 - accuracy: 0.8368
Epoch 363/500
450/450 [==============================] - 0s 827us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 364/500
450/450 [==============================] - 0s 788us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 365/500
450/450 [==============================] - 0s 790us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 366/500
450/450 [==============================] - 0s 830us/step - loss: 0.3931 - accuracy: 0.83710s - loss: 0.4011 - accuracy:
Epoch 367/500
450/450 [==============================] - 0s 787us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 368/500
450/450 [==============================] - 0s 811us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 369/500
450/450 [==============================] - 0s 796us/step - loss: 0.3924 - accuracy: 0.8372
Epoch 370/500
450/450 [==============================] - 0s 795us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 371/500
450/450 [==============================] - 0s 815us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 372/500
450/450 [==============================] - 0s 795us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 373/500
450/450 [==============================] - 0s 799us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 374/500
450/450 [==============================] - 0s 805us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 375/500
450/450 [==============================] - 0s 780us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 376/500
450/450 [==============================] - 0s 790us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 377/500
450/450 [==============================] - 0s 817us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 378/500
450/450 [==============================] - 0s 786us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 379/500
450/450 [==============================] - 0s 813us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 380/500
450/450 [==============================] - 0s 788us/step - loss: 0.3929 - accuracy: 0.8363
Epoch 381/500
450/450 [==============================] - 0s 786us/step - loss: 0.3934 - accuracy: 0.8363
Epoch 382/500
450/450 [==============================] - 0s 811us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 383/500
450/450 [==============================] - 0s 799us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 384/500
450/450 [==============================] - 0s 787us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 385/500
450/450 [==============================] - 0s 883us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 386/500
450/450 [==============================] - 0s 818us/step - loss: 0.3933 - accuracy: 0.8363
Epoch 387/500
450/450 [==============================] - 0s 840us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 388/500
450/450 [==============================] - 0s 937us/step - loss: 0.3929 - accuracy: 0.83780s - loss: 0.3957 - accuracy: 0.
Epoch 389/500
450/450 [==============================] - 0s 801us/step - loss: 0.3933 - accuracy: 0.8406
Epoch 390/500
450/450 [==============================] - 0s 795us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 391/500
450/450 [==============================] - 0s 802us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 392/500
450/450 [==============================] - 0s 789us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 393/500
450/450 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 394/500
450/450 [==============================] - 0s 783us/step - loss: 0.3928 - accuracy: 0.8403
Epoch 395/500
450/450 [==============================] - 0s 800us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 396/500
450/450 [==============================] - 0s 803us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 397/500
450/450 [==============================] - 0s 813us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 398/500
450/450 [==============================] - 0s 801us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 399/500
450/450 [==============================] - 0s 815us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 400/500
450/450 [==============================] - 0s 792us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 401/500
450/450 [==============================] - 0s 801us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 402/500
450/450 [==============================] - 0s 793us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 403/500
450/450 [==============================] - 0s 792us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 404/500
450/450 [==============================] - 0s 808us/step - loss: 0.3936 - accuracy: 0.8379
Epoch 405/500
450/450 [==============================] - 0s 788us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 406/500
450/450 [==============================] - 0s 792us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 407/500
450/450 [==============================] - 0s 806us/step - loss: 0.3935 - accuracy: 0.8367
Epoch 408/500
450/450 [==============================] - 0s 789us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 409/500
450/450 [==============================] - 0s 789us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 410/500
450/450 [==============================] - 0s 805us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 411/500
450/450 [==============================] - 0s 783us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 412/500
450/450 [==============================] - 0s 815us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 413/500
450/450 [==============================] - 0s 789us/step - loss: 0.3931 - accuracy: 0.8361
Epoch 414/500
450/450 [==============================] - 0s 796us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 415/500
450/450 [==============================] - 0s 810us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 416/500
450/450 [==============================] - 0s 788us/step - loss: 0.3932 - accuracy: 0.8356
Epoch 417/500
450/450 [==============================] - 0s 787us/step - loss: 0.3935 - accuracy: 0.8367
Epoch 418/500
450/450 [==============================] - 0s 823us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 419/500
450/450 [==============================] - 0s 782us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 420/500
450/450 [==============================] - 0s 810us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 421/500
450/450 [==============================] - 0s 784us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 422/500
450/450 [==============================] - 0s 783us/step - loss: 0.3936 - accuracy: 0.8367
Epoch 423/500
450/450 [==============================] - 0s 792us/step - loss: 0.3927 - accuracy: 0.8406
Epoch 424/500
450/450 [==============================] - 0s 820us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 425/500
450/450 [==============================] - 0s 788us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 426/500
450/450 [==============================] - 0s 803us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 427/500
450/450 [==============================] - 0s 784us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 428/500
450/450 [==============================] - 0s 787us/step - loss: 0.3933 - accuracy: 0.8364
Epoch 429/500
450/450 [==============================] - 0s 815us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 430/500
450/450 [==============================] - 0s 784us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 431/500
450/450 [==============================] - 0s 816us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 432/500
450/450 [==============================] - 0s 782us/step - loss: 0.3933 - accuracy: 0.8367
Epoch 433/500
450/450 [==============================] - 0s 792us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 434/500
450/450 [==============================] - 0s 814us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 435/500
450/450 [==============================] - 0s 801us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 436/500
450/450 [==============================] - 0s 783us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 437/500
450/450 [==============================] - 0s 809us/step - loss: 0.3937 - accuracy: 0.8378
Epoch 438/500
450/450 [==============================] - 0s 795us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 439/500
450/450 [==============================] - 0s 781us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 440/500
450/450 [==============================] - 0s 805us/step - loss: 0.3934 - accuracy: 0.83790s - loss: 0.3890 - ac
Epoch 441/500
450/450 [==============================] - 0s 792us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 442/500
450/450 [==============================] - 0s 782us/step - loss: 0.3936 - accuracy: 0.8364
Epoch 443/500
450/450 [==============================] - 0s 811us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 444/500
450/450 [==============================] - 0s 797us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 445/500
450/450 [==============================] - 0s 816us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 446/500
450/450 [==============================] - 0s 792us/step - loss: 0.3937 - accuracy: 0.8361
Epoch 447/500
450/450 [==============================] - 0s 787us/step - loss: 0.3935 - accuracy: 0.83690s - loss: 0.3969 - accuracy:
Epoch 448/500
450/450 [==============================] - 0s 814us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 449/500
450/450 [==============================] - 0s 786us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 450/500
450/450 [==============================] - 0s 793us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 451/500
450/450 [==============================] - 0s 816us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 452/500
450/450 [==============================] - 0s 782us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 453/500
450/450 [==============================] - 0s 782us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 454/500
450/450 [==============================] - 0s 812us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 455/500
450/450 [==============================] - 0s 785us/step - loss: 0.3933 - accuracy: 0.8364
Epoch 456/500
450/450 [==============================] - 0s 779us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 457/500
450/450 [==============================] - 0s 798us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 458/500
450/450 [==============================] - 0s 791us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 459/500
450/450 [==============================] - 0s 811us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 460/500
450/450 [==============================] - 0s 789us/step - loss: 0.3930 - accuracy: 0.8400
Epoch 461/500
450/450 [==============================] - 0s 793us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 462/500
450/450 [==============================] - 0s 822us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 463/500
450/450 [==============================] - 0s 786us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 464/500
450/450 [==============================] - 0s 785us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 465/500
450/450 [==============================] - 0s 820us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 466/500
450/450 [==============================] - 0s 801us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 467/500
450/450 [==============================] - 0s 781us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 468/500
450/450 [==============================] - 0s 811us/step - loss: 0.3938 - accuracy: 0.8375
Epoch 469/500
450/450 [==============================] - 0s 792us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 470/500
450/450 [==============================] - 0s 822us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 471/500
450/450 [==============================] - 0s 785us/step - loss: 0.3935 - accuracy: 0.8365
Epoch 472/500
450/450 [==============================] - 0s 946us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 473/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3934 - accuracy: 0.8376: 0s - loss: 0.3689 - ac
Epoch 474/500
450/450 [==============================] - 0s 947us/step - loss: 0.3934 - accuracy: 0.83890s - loss: 0.3940 - accuracy: 0.83
Epoch 475/500
450/450 [==============================] - 0s 925us/step - loss: 0.3934 - accuracy: 0.8368
Epoch 476/500
450/450 [==============================] - 0s 916us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 477/500
450/450 [==============================] - 0s 861us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 478/500
450/450 [==============================] - 0s 871us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 479/500
450/450 [==============================] - 0s 859us/step - loss: 0.3936 - accuracy: 0.8374
Epoch 480/500
450/450 [==============================] - 0s 830us/step - loss: 0.3929 - accuracy: 0.8388
Epoch 481/500
450/450 [==============================] - 0s 898us/step - loss: 0.3940 - accuracy: 0.8385
Epoch 482/500
450/450 [==============================] - 0s 910us/step - loss: 0.3929 - accuracy: 0.8371
Epoch 483/500
450/450 [==============================] - 0s 800us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 484/500
450/450 [==============================] - 0s 829us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 485/500
450/450 [==============================] - 0s 787us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 486/500
450/450 [==============================] - 0s 820us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 487/500
450/450 [==============================] - 0s 824us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 488/500
450/450 [==============================] - 0s 920us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 489/500
450/450 [==============================] - 0s 862us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 490/500
450/450 [==============================] - 0s 808us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 491/500
450/450 [==============================] - 0s 789us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 492/500
450/450 [==============================] - 0s 788us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 493/500
450/450 [==============================] - 0s 817us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 494/500
450/450 [==============================] - 0s 902us/step - loss: 0.3934 - accuracy: 0.8371
Epoch 495/500
450/450 [==============================] - 0s 891us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 496/500
450/450 [==============================] - 0s 977us/step - loss: 0.3933 - accuracy: 0.8360
Epoch 497/500
450/450 [==============================] - 0s 829us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 498/500
450/450 [==============================] - 0s 821us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 499/500
450/450 [==============================] - 0s 782us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 500/500
450/450 [==============================] - 0s 835us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 1/500
450/450 [==============================] - 0s 820us/step - loss: 0.5507 - accuracy: 0.7933
Epoch 2/500
450/450 [==============================] - 0s 802us/step - loss: 0.4446 - accuracy: 0.7940
Epoch 3/500
450/450 [==============================] - 0s 809us/step - loss: 0.4356 - accuracy: 0.7940
Epoch 4/500
450/450 [==============================] - 0s 846us/step - loss: 0.4310 - accuracy: 0.7940
Epoch 5/500
450/450 [==============================] - 0s 859us/step - loss: 0.4273 - accuracy: 0.7940
Epoch 6/500
450/450 [==============================] - 0s 787us/step - loss: 0.4236 - accuracy: 0.8079
Epoch 7/500
450/450 [==============================] - 0s 792us/step - loss: 0.4213 - accuracy: 0.8207
Epoch 8/500
450/450 [==============================] - 0s 800us/step - loss: 0.4195 - accuracy: 0.8283
Epoch 9/500
450/450 [==============================] - 0s 830us/step - loss: 0.4178 - accuracy: 0.8308
Epoch 10/500
450/450 [==============================] - 0s 810us/step - loss: 0.4163 - accuracy: 0.8303
Epoch 11/500
450/450 [==============================] - 0s 790us/step - loss: 0.4150 - accuracy: 0.8326
Epoch 12/500
450/450 [==============================] - 0s 802us/step - loss: 0.4141 - accuracy: 0.8331
Epoch 13/500
450/450 [==============================] - 0s 804us/step - loss: 0.4128 - accuracy: 0.8332
Epoch 14/500
450/450 [==============================] - 0s 793us/step - loss: 0.4123 - accuracy: 0.8338
Epoch 15/500
450/450 [==============================] - 0s 800us/step - loss: 0.4112 - accuracy: 0.8332
Epoch 16/500
450/450 [==============================] - 0s 826us/step - loss: 0.4107 - accuracy: 0.8351
Epoch 17/500
450/450 [==============================] - 0s 789us/step - loss: 0.4102 - accuracy: 0.8346
Epoch 18/500
450/450 [==============================] - 0s 810us/step - loss: 0.4094 - accuracy: 0.8347
Epoch 19/500
450/450 [==============================] - 0s 793us/step - loss: 0.4092 - accuracy: 0.8346
Epoch 20/500
450/450 [==============================] - 0s 784us/step - loss: 0.4084 - accuracy: 0.8332
Epoch 21/500
450/450 [==============================] - 0s 810us/step - loss: 0.4082 - accuracy: 0.8347
Epoch 22/500
450/450 [==============================] - 0s 789us/step - loss: 0.4080 - accuracy: 0.8353
Epoch 23/500
450/450 [==============================] - 0s 799us/step - loss: 0.4077 - accuracy: 0.8335
Epoch 24/500
450/450 [==============================] - 0s 814us/step - loss: 0.4075 - accuracy: 0.8347
Epoch 25/500
450/450 [==============================] - 0s 789us/step - loss: 0.4071 - accuracy: 0.8338
Epoch 26/500
450/450 [==============================] - 0s 789us/step - loss: 0.4068 - accuracy: 0.8351
Epoch 27/500
450/450 [==============================] - 0s 812us/step - loss: 0.4067 - accuracy: 0.8347
Epoch 28/500
450/450 [==============================] - 0s 791us/step - loss: 0.4063 - accuracy: 0.8342
Epoch 29/500
450/450 [==============================] - 0s 818us/step - loss: 0.4062 - accuracy: 0.8349
Epoch 30/500
450/450 [==============================] - 0s 832us/step - loss: 0.4060 - accuracy: 0.8344
Epoch 31/500
450/450 [==============================] - 0s 809us/step - loss: 0.4057 - accuracy: 0.8347
Epoch 32/500
450/450 [==============================] - 0s 829us/step - loss: 0.4056 - accuracy: 0.8346
Epoch 33/500
450/450 [==============================] - 0s 830us/step - loss: 0.4053 - accuracy: 0.8350
Epoch 34/500
450/450 [==============================] - 0s 798us/step - loss: 0.4053 - accuracy: 0.8336
Epoch 35/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4049 - accuracy: 0.8336
Epoch 36/500
450/450 [==============================] - 0s 794us/step - loss: 0.4047 - accuracy: 0.8343
Epoch 37/500
450/450 [==============================] - 0s 822us/step - loss: 0.4047 - accuracy: 0.8331
Epoch 38/500
450/450 [==============================] - 0s 793us/step - loss: 0.4045 - accuracy: 0.8350
Epoch 39/500
450/450 [==============================] - 0s 796us/step - loss: 0.4042 - accuracy: 0.8340
Epoch 40/500
450/450 [==============================] - 0s 821us/step - loss: 0.4044 - accuracy: 0.8342
Epoch 41/500
450/450 [==============================] - 0s 796us/step - loss: 0.4044 - accuracy: 0.8332
Epoch 42/500
450/450 [==============================] - 0s 794us/step - loss: 0.4041 - accuracy: 0.8347
Epoch 43/500
450/450 [==============================] - 0s 834us/step - loss: 0.4037 - accuracy: 0.8353
Epoch 44/500
450/450 [==============================] - 0s 794us/step - loss: 0.4034 - accuracy: 0.8353
Epoch 45/500
450/450 [==============================] - 0s 839us/step - loss: 0.4034 - accuracy: 0.8333
Epoch 46/500
450/450 [==============================] - 0s 830us/step - loss: 0.4032 - accuracy: 0.8346
Epoch 47/500
450/450 [==============================] - 0s 783us/step - loss: 0.4027 - accuracy: 0.8331
Epoch 48/500
450/450 [==============================] - 0s 808us/step - loss: 0.4031 - accuracy: 0.8356
Epoch 49/500
450/450 [==============================] - 0s 797us/step - loss: 0.4032 - accuracy: 0.8354
Epoch 50/500
450/450 [==============================] - 0s 791us/step - loss: 0.4032 - accuracy: 0.8344
Epoch 51/500
450/450 [==============================] - 0s 816us/step - loss: 0.4030 - accuracy: 0.8339
Epoch 52/500
450/450 [==============================] - 0s 798us/step - loss: 0.4028 - accuracy: 0.8357
Epoch 53/500
450/450 [==============================] - 0s 794us/step - loss: 0.4024 - accuracy: 0.8340
Epoch 54/500
450/450 [==============================] - 0s 802us/step - loss: 0.4029 - accuracy: 0.8332
Epoch 55/500
450/450 [==============================] - 0s 796us/step - loss: 0.4025 - accuracy: 0.8358
Epoch 56/500
450/450 [==============================] - 0s 804us/step - loss: 0.4024 - accuracy: 0.8349
Epoch 57/500
450/450 [==============================] - 0s 797us/step - loss: 0.4022 - accuracy: 0.8347
Epoch 58/500
450/450 [==============================] - 0s 791us/step - loss: 0.4024 - accuracy: 0.8350
Epoch 59/500
450/450 [==============================] - 0s 816us/step - loss: 0.4023 - accuracy: 0.8358
Epoch 60/500
450/450 [==============================] - 0s 819us/step - loss: 0.4023 - accuracy: 0.8353
Epoch 61/500
450/450 [==============================] - 0s 784us/step - loss: 0.4022 - accuracy: 0.8344
Epoch 62/500
450/450 [==============================] - 0s 816us/step - loss: 0.4023 - accuracy: 0.8361
Epoch 63/500
450/450 [==============================] - 0s 801us/step - loss: 0.4020 - accuracy: 0.8351
Epoch 64/500
450/450 [==============================] - 0s 814us/step - loss: 0.4022 - accuracy: 0.8354
Epoch 65/500
450/450 [==============================] - 0s 793us/step - loss: 0.4023 - accuracy: 0.8363
Epoch 66/500
450/450 [==============================] - 0s 796us/step - loss: 0.4023 - accuracy: 0.8354
Epoch 67/500
450/450 [==============================] - 0s 801us/step - loss: 0.4022 - accuracy: 0.8339
Epoch 68/500
450/450 [==============================] - 0s 848us/step - loss: 0.4022 - accuracy: 0.8358
Epoch 69/500
450/450 [==============================] - 0s 802us/step - loss: 0.4023 - accuracy: 0.8347
Epoch 70/500
450/450 [==============================] - 0s 808us/step - loss: 0.4019 - accuracy: 0.8354
Epoch 71/500
450/450 [==============================] - 0s 805us/step - loss: 0.4023 - accuracy: 0.8350
Epoch 72/500
450/450 [==============================] - 0s 792us/step - loss: 0.4019 - accuracy: 0.8357
Epoch 73/500
450/450 [==============================] - 0s 815us/step - loss: 0.4016 - accuracy: 0.8343
Epoch 74/500
450/450 [==============================] - 0s 795us/step - loss: 0.4020 - accuracy: 0.8356
Epoch 75/500
450/450 [==============================] - 0s 799us/step - loss: 0.4021 - accuracy: 0.8350
Epoch 76/500
450/450 [==============================] - 0s 823us/step - loss: 0.4020 - accuracy: 0.8349
Epoch 77/500
450/450 [==============================] - 0s 799us/step - loss: 0.4019 - accuracy: 0.8356
Epoch 78/500
450/450 [==============================] - 0s 811us/step - loss: 0.4018 - accuracy: 0.8360
Epoch 79/500
450/450 [==============================] - 0s 796us/step - loss: 0.4019 - accuracy: 0.8354
Epoch 80/500
450/450 [==============================] - 0s 815us/step - loss: 0.4016 - accuracy: 0.8351
Epoch 81/500
450/450 [==============================] - 0s 793us/step - loss: 0.4021 - accuracy: 0.8357
Epoch 82/500
450/450 [==============================] - 0s 786us/step - loss: 0.4019 - accuracy: 0.8340
Epoch 83/500
450/450 [==============================] - 0s 803us/step - loss: 0.4019 - accuracy: 0.8356
Epoch 84/500
450/450 [==============================] - 0s 818us/step - loss: 0.4019 - accuracy: 0.8354
Epoch 85/500
450/450 [==============================] - 0s 797us/step - loss: 0.4019 - accuracy: 0.8361
Epoch 86/500
450/450 [==============================] - 0s 801us/step - loss: 0.4015 - accuracy: 0.8349
Epoch 87/500
450/450 [==============================] - 0s 800us/step - loss: 0.4018 - accuracy: 0.8354
Epoch 88/500
450/450 [==============================] - 0s 793us/step - loss: 0.4019 - accuracy: 0.8347
Epoch 89/500
450/450 [==============================] - 0s 795us/step - loss: 0.4014 - accuracy: 0.8364
Epoch 90/500
450/450 [==============================] - 0s 804us/step - loss: 0.4018 - accuracy: 0.8350
Epoch 91/500
450/450 [==============================] - 0s 792us/step - loss: 0.4016 - accuracy: 0.8357
Epoch 92/500
450/450 [==============================] - 0s 819us/step - loss: 0.4014 - accuracy: 0.8365
Epoch 93/500
450/450 [==============================] - 0s 798us/step - loss: 0.4015 - accuracy: 0.8354
Epoch 94/500
450/450 [==============================] - 0s 810us/step - loss: 0.4015 - accuracy: 0.8350
Epoch 95/500
450/450 [==============================] - 0s 815us/step - loss: 0.4016 - accuracy: 0.8358
Epoch 96/500
450/450 [==============================] - 0s 795us/step - loss: 0.4011 - accuracy: 0.8368
Epoch 97/500
450/450 [==============================] - 0s 790us/step - loss: 0.4015 - accuracy: 0.8371
Epoch 98/500
450/450 [==============================] - 0s 820us/step - loss: 0.4010 - accuracy: 0.8340
Epoch 99/500
450/450 [==============================] - 0s 795us/step - loss: 0.4014 - accuracy: 0.8364
Epoch 100/500
450/450 [==============================] - 0s 808us/step - loss: 0.4009 - accuracy: 0.8358
Epoch 101/500
450/450 [==============================] - 0s 798us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 102/500
450/450 [==============================] - 0s 794us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 103/500
450/450 [==============================] - 0s 822us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 104/500
450/450 [==============================] - 0s 793us/step - loss: 0.4002 - accuracy: 0.8357
Epoch 105/500
450/450 [==============================] - 0s 794us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 106/500
450/450 [==============================] - 0s 822us/step - loss: 0.4001 - accuracy: 0.8353
Epoch 107/500
450/450 [==============================] - 0s 790us/step - loss: 0.3998 - accuracy: 0.8349
Epoch 108/500
450/450 [==============================] - 0s 795us/step - loss: 0.3994 - accuracy: 0.8347
Epoch 109/500
450/450 [==============================] - 0s 822us/step - loss: 0.3995 - accuracy: 0.8350
Epoch 110/500
450/450 [==============================] - 0s 793us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 111/500
450/450 [==============================] - 0s 820us/step - loss: 0.3989 - accuracy: 0.8361
Epoch 112/500
450/450 [==============================] - 0s 796us/step - loss: 0.3990 - accuracy: 0.8351
Epoch 113/500
450/450 [==============================] - 0s 794us/step - loss: 0.3989 - accuracy: 0.8357
Epoch 114/500
450/450 [==============================] - 0s 823us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 115/500
450/450 [==============================] - 0s 796us/step - loss: 0.3985 - accuracy: 0.8354
Epoch 116/500
450/450 [==============================] - 0s 797us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 117/500
450/450 [==============================] - 0s 822us/step - loss: 0.3977 - accuracy: 0.8354
Epoch 118/500
450/450 [==============================] - 0s 792us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 119/500
450/450 [==============================] - 0s 792us/step - loss: 0.3979 - accuracy: 0.8358
Epoch 120/500
450/450 [==============================] - 0s 822us/step - loss: 0.3976 - accuracy: 0.8344
Epoch 121/500
450/450 [==============================] - 0s 792us/step - loss: 0.3976 - accuracy: 0.8357
Epoch 122/500
450/450 [==============================] - 0s 817us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 123/500
450/450 [==============================] - 0s 793us/step - loss: 0.3970 - accuracy: 0.8379
Epoch 124/500
450/450 [==============================] - 0s 789us/step - loss: 0.3971 - accuracy: 0.8361
Epoch 125/500
450/450 [==============================] - 0s 813us/step - loss: 0.3970 - accuracy: 0.8379
Epoch 126/500
450/450 [==============================] - 0s 806us/step - loss: 0.3969 - accuracy: 0.8378
Epoch 127/500
450/450 [==============================] - 0s 801us/step - loss: 0.3966 - accuracy: 0.8358
Epoch 128/500
450/450 [==============================] - 0s 815us/step - loss: 0.3964 - accuracy: 0.8372
Epoch 129/500
450/450 [==============================] - 0s 787us/step - loss: 0.3965 - accuracy: 0.8374
Epoch 130/500
450/450 [==============================] - 0s 783us/step - loss: 0.3966 - accuracy: 0.8367
Epoch 131/500
450/450 [==============================] - 0s 820us/step - loss: 0.3961 - accuracy: 0.8369
Epoch 132/500
450/450 [==============================] - 0s 791us/step - loss: 0.3964 - accuracy: 0.8371
Epoch 133/500
450/450 [==============================] - 0s 824us/step - loss: 0.3957 - accuracy: 0.8353
Epoch 134/500
450/450 [==============================] - 0s 794us/step - loss: 0.3959 - accuracy: 0.8364
Epoch 135/500
450/450 [==============================] - 0s 790us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 136/500
450/450 [==============================] - 0s 820us/step - loss: 0.3960 - accuracy: 0.8372
Epoch 137/500
450/450 [==============================] - 0s 802us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 138/500
450/450 [==============================] - 0s 802us/step - loss: 0.3957 - accuracy: 0.8364
Epoch 139/500
450/450 [==============================] - 0s 827us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 140/500
450/450 [==============================] - 0s 795us/step - loss: 0.3960 - accuracy: 0.8378
Epoch 141/500
450/450 [==============================] - 0s 798us/step - loss: 0.3959 - accuracy: 0.8372
Epoch 142/500
450/450 [==============================] - 0s 817us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 143/500
450/450 [==============================] - 0s 823us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 144/500
450/450 [==============================] - 0s 820us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 145/500
450/450 [==============================] - 0s 794us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 146/500
450/450 [==============================] - 0s 793us/step - loss: 0.3960 - accuracy: 0.8369
Epoch 147/500
450/450 [==============================] - 0s 815us/step - loss: 0.3957 - accuracy: 0.8361
Epoch 148/500
450/450 [==============================] - 0s 796us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 149/500
450/450 [==============================] - 0s 794us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 150/500
450/450 [==============================] - 0s 816us/step - loss: 0.3957 - accuracy: 0.8357
Epoch 151/500
450/450 [==============================] - 0s 791us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 152/500
450/450 [==============================] - 0s 794us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 153/500
450/450 [==============================] - 0s 820us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 154/500
450/450 [==============================] - 0s 791us/step - loss: 0.3954 - accuracy: 0.8378
Epoch 155/500
450/450 [==============================] - 0s 817us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 156/500
450/450 [==============================] - 0s 793us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 157/500
450/450 [==============================] - 0s 794us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 158/500
450/450 [==============================] - 0s 826us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 159/500
450/450 [==============================] - 0s 797us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 160/500
450/450 [==============================] - 0s 797us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 161/500
450/450 [==============================] - 0s 947us/step - loss: 0.3953 - accuracy: 0.8369
Epoch 162/500
450/450 [==============================] - 0s 834us/step - loss: 0.3949 - accuracy: 0.8356
Epoch 163/500
450/450 [==============================] - 0s 811us/step - loss: 0.3951 - accuracy: 0.8393
Epoch 164/500
450/450 [==============================] - 0s 811us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 165/500
450/450 [==============================] - 0s 832us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 166/500
450/450 [==============================] - 0s 836us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 167/500
450/450 [==============================] - 0s 836us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 168/500
450/450 [==============================] - 0s 810us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 169/500
450/450 [==============================] - 0s 801us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 170/500
450/450 [==============================] - 0s 792us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 171/500
450/450 [==============================] - 0s 804us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 172/500
450/450 [==============================] - 0s 813us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 173/500
450/450 [==============================] - 0s 796us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 174/500
450/450 [==============================] - 0s 806us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 175/500
450/450 [==============================] - 0s 797us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 176/500
450/450 [==============================] - 0s 803us/step - loss: 0.3947 - accuracy: 0.8358
Epoch 177/500
450/450 [==============================] - 0s 816us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 178/500
450/450 [==============================] - 0s 792us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 179/500
450/450 [==============================] - 0s 795us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 180/500
450/450 [==============================] - 0s 830us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 181/500
450/450 [==============================] - 0s 795us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 182/500
450/450 [==============================] - 0s 807us/step - loss: 0.3953 - accuracy: 0.8371
Epoch 183/500
450/450 [==============================] - 0s 790us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 184/500
450/450 [==============================] - 0s 796us/step - loss: 0.3939 - accuracy: 0.83750s - loss: 0.3973 - accuracy:
Epoch 185/500
450/450 [==============================] - 0s 816us/step - loss: 0.3951 - accuracy: 0.8364
Epoch 186/500
450/450 [==============================] - 0s 797us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 187/500
450/450 [==============================] - 0s 788us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 188/500
450/450 [==============================] - 0s 823us/step - loss: 0.3943 - accuracy: 0.8367
Epoch 189/500
450/450 [==============================] - 0s 792us/step - loss: 0.3943 - accuracy: 0.8358
Epoch 190/500
450/450 [==============================] - 0s 791us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 191/500
450/450 [==============================] - 0s 820us/step - loss: 0.3941 - accuracy: 0.8361
Epoch 192/500
450/450 [==============================] - 0s 790us/step - loss: 0.3942 - accuracy: 0.8365
Epoch 193/500
450/450 [==============================] - 0s 800us/step - loss: 0.3943 - accuracy: 0.8369
Epoch 194/500
450/450 [==============================] - 0s 813us/step - loss: 0.3936 - accuracy: 0.83940s - loss: 0.3938 - accuracy: 0.83
Epoch 195/500
450/450 [==============================] - 0s 792us/step - loss: 0.3930 - accuracy: 0.8363
Epoch 196/500
450/450 [==============================] - 0s 820us/step - loss: 0.3926 - accuracy: 0.8360
Epoch 197/500
450/450 [==============================] - 0s 806us/step - loss: 0.3920 - accuracy: 0.83680s - loss: 0.3899 - accuracy:
Epoch 198/500
450/450 [==============================] - 0s 799us/step - loss: 0.3910 - accuracy: 0.8367
Epoch 199/500
450/450 [==============================] - 0s 818us/step - loss: 0.3892 - accuracy: 0.8379
Epoch 200/500
450/450 [==============================] - 0s 794us/step - loss: 0.3879 - accuracy: 0.8390
Epoch 201/500
450/450 [==============================] - 0s 800us/step - loss: 0.3853 - accuracy: 0.8396
Epoch 202/500
450/450 [==============================] - 0s 807us/step - loss: 0.3814 - accuracy: 0.8421
Epoch 203/500
450/450 [==============================] - 0s 795us/step - loss: 0.3763 - accuracy: 0.8450
Epoch 204/500
450/450 [==============================] - 0s 814us/step - loss: 0.3713 - accuracy: 0.8462
Epoch 205/500
450/450 [==============================] - 0s 801us/step - loss: 0.3662 - accuracy: 0.8508
Epoch 206/500
450/450 [==============================] - 0s 796us/step - loss: 0.3620 - accuracy: 0.8524
Epoch 207/500
450/450 [==============================] - 0s 807us/step - loss: 0.3586 - accuracy: 0.8551
Epoch 208/500
450/450 [==============================] - 0s 800us/step - loss: 0.3560 - accuracy: 0.8558
Epoch 209/500
450/450 [==============================] - 0s 791us/step - loss: 0.3540 - accuracy: 0.8565
Epoch 210/500
450/450 [==============================] - 0s 889us/step - loss: 0.3521 - accuracy: 0.8561
Epoch 211/500
450/450 [==============================] - 0s 794us/step - loss: 0.3504 - accuracy: 0.8579
Epoch 212/500
450/450 [==============================] - 0s 785us/step - loss: 0.3491 - accuracy: 0.8579
Epoch 213/500
450/450 [==============================] - 0s 813us/step - loss: 0.3481 - accuracy: 0.8586
Epoch 214/500
450/450 [==============================] - 0s 795us/step - loss: 0.3471 - accuracy: 0.8597
Epoch 215/500
450/450 [==============================] - 0s 814us/step - loss: 0.3466 - accuracy: 0.85960s - loss: 0.3492 - accuracy: 0.
Epoch 216/500
450/450 [==============================] - 0s 792us/step - loss: 0.3460 - accuracy: 0.8592
Epoch 217/500
450/450 [==============================] - 0s 790us/step - loss: 0.3454 - accuracy: 0.8608
Epoch 218/500
450/450 [==============================] - 0s 812us/step - loss: 0.3448 - accuracy: 0.8597
Epoch 219/500
450/450 [==============================] - 0s 790us/step - loss: 0.3447 - accuracy: 0.8592
Epoch 220/500
450/450 [==============================] - 0s 804us/step - loss: 0.3437 - accuracy: 0.8590
Epoch 221/500
450/450 [==============================] - 0s 813us/step - loss: 0.3434 - accuracy: 0.8590
Epoch 222/500
450/450 [==============================] - 0s 789us/step - loss: 0.3437 - accuracy: 0.8610
Epoch 223/500
450/450 [==============================] - 0s 797us/step - loss: 0.3427 - accuracy: 0.8618
Epoch 224/500
450/450 [==============================] - 0s 810us/step - loss: 0.3430 - accuracy: 0.8615
Epoch 225/500
450/450 [==============================] - 0s 804us/step - loss: 0.3430 - accuracy: 0.8604
Epoch 226/500
450/450 [==============================] - 0s 808us/step - loss: 0.3432 - accuracy: 0.8589
Epoch 227/500
450/450 [==============================] - 0s 792us/step - loss: 0.3422 - accuracy: 0.8594
Epoch 228/500
450/450 [==============================] - 0s 793us/step - loss: 0.3431 - accuracy: 0.8594
Epoch 229/500
450/450 [==============================] - 0s 809us/step - loss: 0.3429 - accuracy: 0.8607
Epoch 230/500
450/450 [==============================] - 0s 792us/step - loss: 0.3421 - accuracy: 0.8600
Epoch 231/500
450/450 [==============================] - 0s 794us/step - loss: 0.3427 - accuracy: 0.8590
Epoch 232/500
450/450 [==============================] - 0s 811us/step - loss: 0.3426 - accuracy: 0.8597
Epoch 233/500
450/450 [==============================] - 0s 791us/step - loss: 0.3426 - accuracy: 0.8597
Epoch 234/500
450/450 [==============================] - 0s 792us/step - loss: 0.3422 - accuracy: 0.8593
Epoch 235/500
450/450 [==============================] - 0s 823us/step - loss: 0.3420 - accuracy: 0.85870s - loss: 0.3383 - accuracy: 0.
Epoch 236/500
450/450 [==============================] - 0s 791us/step - loss: 0.3425 - accuracy: 0.8587
Epoch 237/500
450/450 [==============================] - 0s 791us/step - loss: 0.3425 - accuracy: 0.8606
Epoch 238/500
450/450 [==============================] - 0s 805us/step - loss: 0.3415 - accuracy: 0.8615
Epoch 239/500
450/450 [==============================] - 0s 794us/step - loss: 0.3414 - accuracy: 0.8587
Epoch 240/500
450/450 [==============================] - 0s 803us/step - loss: 0.3411 - accuracy: 0.8592
Epoch 241/500
450/450 [==============================] - 0s 795us/step - loss: 0.3419 - accuracy: 0.8596
Epoch 242/500
450/450 [==============================] - 0s 801us/step - loss: 0.3416 - accuracy: 0.8594
Epoch 243/500
450/450 [==============================] - 0s 823us/step - loss: 0.3418 - accuracy: 0.8590
Epoch 244/500
450/450 [==============================] - 0s 794us/step - loss: 0.3416 - accuracy: 0.8610
Epoch 245/500
450/450 [==============================] - 0s 822us/step - loss: 0.3414 - accuracy: 0.8586
Epoch 246/500
450/450 [==============================] - 0s 801us/step - loss: 0.3421 - accuracy: 0.85940s - loss: 0.3425 - accuracy: 0.85
Epoch 247/500
450/450 [==============================] - 0s 792us/step - loss: 0.3413 - accuracy: 0.8618
Epoch 248/500
450/450 [==============================] - 0s 841us/step - loss: 0.3416 - accuracy: 0.8594
Epoch 249/500
450/450 [==============================] - 0s 803us/step - loss: 0.3416 - accuracy: 0.8608
Epoch 250/500
450/450 [==============================] - 0s 793us/step - loss: 0.3416 - accuracy: 0.8596
Epoch 251/500
450/450 [==============================] - 0s 801us/step - loss: 0.3414 - accuracy: 0.8600
Epoch 252/500
450/450 [==============================] - 0s 793us/step - loss: 0.3414 - accuracy: 0.8614
Epoch 253/500
450/450 [==============================] - 0s 797us/step - loss: 0.3410 - accuracy: 0.8614
Epoch 254/500
450/450 [==============================] - 0s 817us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 255/500
450/450 [==============================] - 0s 793us/step - loss: 0.3409 - accuracy: 0.8606
Epoch 256/500
450/450 [==============================] - 0s 786us/step - loss: 0.3405 - accuracy: 0.8610
Epoch 257/500
450/450 [==============================] - 0s 820us/step - loss: 0.3399 - accuracy: 0.8618
Epoch 258/500
450/450 [==============================] - 0s 796us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 259/500
450/450 [==============================] - 0s 834us/step - loss: 0.3401 - accuracy: 0.8639
Epoch 260/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3395 - accuracy: 0.8614
Epoch 261/500
450/450 [==============================] - 0s 799us/step - loss: 0.3392 - accuracy: 0.8604
Epoch 262/500
450/450 [==============================] - 0s 812us/step - loss: 0.3390 - accuracy: 0.8608
Epoch 263/500
450/450 [==============================] - 0s 810us/step - loss: 0.3382 - accuracy: 0.8637
Epoch 264/500
450/450 [==============================] - 0s 799us/step - loss: 0.3387 - accuracy: 0.8625
Epoch 265/500
450/450 [==============================] - 0s 822us/step - loss: 0.3388 - accuracy: 0.8633
Epoch 266/500
450/450 [==============================] - 0s 787us/step - loss: 0.3390 - accuracy: 0.8626
Epoch 267/500
450/450 [==============================] - 0s 828us/step - loss: 0.3391 - accuracy: 0.8656
Epoch 268/500
450/450 [==============================] - 0s 802us/step - loss: 0.3389 - accuracy: 0.8619
Epoch 269/500
450/450 [==============================] - 0s 795us/step - loss: 0.3381 - accuracy: 0.8636
Epoch 270/500
450/450 [==============================] - 0s 813us/step - loss: 0.3385 - accuracy: 0.8621
Epoch 271/500
450/450 [==============================] - 0s 794us/step - loss: 0.3386 - accuracy: 0.8636
Epoch 272/500
450/450 [==============================] - 0s 797us/step - loss: 0.3382 - accuracy: 0.8618
Epoch 273/500
450/450 [==============================] - 0s 818us/step - loss: 0.3383 - accuracy: 0.8646
Epoch 274/500
450/450 [==============================] - 0s 801us/step - loss: 0.3384 - accuracy: 0.8639
Epoch 275/500
450/450 [==============================] - 0s 808us/step - loss: 0.3380 - accuracy: 0.8632
Epoch 276/500
450/450 [==============================] - 0s 825us/step - loss: 0.3382 - accuracy: 0.8639
Epoch 277/500
450/450 [==============================] - 0s 787us/step - loss: 0.3384 - accuracy: 0.8631
Epoch 278/500
450/450 [==============================] - 0s 819us/step - loss: 0.3380 - accuracy: 0.8636
Epoch 279/500
450/450 [==============================] - 0s 793us/step - loss: 0.3378 - accuracy: 0.8633
Epoch 280/500
450/450 [==============================] - 0s 788us/step - loss: 0.3381 - accuracy: 0.8651
Epoch 281/500
450/450 [==============================] - 0s 802us/step - loss: 0.3377 - accuracy: 0.8640
Epoch 282/500
450/450 [==============================] - 0s 791us/step - loss: 0.3375 - accuracy: 0.8635
Epoch 283/500
450/450 [==============================] - 0s 794us/step - loss: 0.3382 - accuracy: 0.8619
Epoch 284/500
450/450 [==============================] - 0s 808us/step - loss: 0.3377 - accuracy: 0.8631
Epoch 285/500
450/450 [==============================] - 0s 796us/step - loss: 0.3380 - accuracy: 0.8637
Epoch 286/500
450/450 [==============================] - 0s 800us/step - loss: 0.3376 - accuracy: 0.8639
Epoch 287/500
450/450 [==============================] - 0s 810us/step - loss: 0.3369 - accuracy: 0.8632
Epoch 288/500
450/450 [==============================] - 0s 788us/step - loss: 0.3376 - accuracy: 0.8626
Epoch 289/500
450/450 [==============================] - 0s 812us/step - loss: 0.3376 - accuracy: 0.8628
Epoch 290/500
450/450 [==============================] - 0s 816us/step - loss: 0.3380 - accuracy: 0.8636
Epoch 291/500
450/450 [==============================] - 0s 785us/step - loss: 0.3378 - accuracy: 0.8646
Epoch 292/500
450/450 [==============================] - 0s 815us/step - loss: 0.3379 - accuracy: 0.8633
Epoch 293/500
450/450 [==============================] - 0s 788us/step - loss: 0.3374 - accuracy: 0.8644
Epoch 294/500
450/450 [==============================] - 0s 786us/step - loss: 0.3369 - accuracy: 0.8629
Epoch 295/500
450/450 [==============================] - 0s 809us/step - loss: 0.3375 - accuracy: 0.8640
Epoch 296/500
450/450 [==============================] - 0s 791us/step - loss: 0.3378 - accuracy: 0.8640
Epoch 297/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3372 - accuracy: 0.8621
Epoch 298/500
450/450 [==============================] - 0s 881us/step - loss: 0.3374 - accuracy: 0.8636
Epoch 299/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3371 - accuracy: 0.8629
Epoch 300/500
450/450 [==============================] - 0s 954us/step - loss: 0.3375 - accuracy: 0.86470s - loss: 0.3379 - accuracy:
Epoch 301/500
450/450 [==============================] - 0s 953us/step - loss: 0.3376 - accuracy: 0.8629
Epoch 302/500
450/450 [==============================] - 0s 842us/step - loss: 0.3371 - accuracy: 0.8636
Epoch 303/500
450/450 [==============================] - 0s 884us/step - loss: 0.3378 - accuracy: 0.8636
Epoch 304/500
450/450 [==============================] - 0s 869us/step - loss: 0.3380 - accuracy: 0.8643
Epoch 305/500
450/450 [==============================] - 0s 833us/step - loss: 0.3377 - accuracy: 0.8639
Epoch 306/500
450/450 [==============================] - 0s 817us/step - loss: 0.3380 - accuracy: 0.8646
Epoch 307/500
450/450 [==============================] - 0s 790us/step - loss: 0.3369 - accuracy: 0.8639
Epoch 308/500
450/450 [==============================] - 0s 826us/step - loss: 0.3373 - accuracy: 0.8642
Epoch 309/500
450/450 [==============================] - 0s 797us/step - loss: 0.3369 - accuracy: 0.8625
Epoch 310/500
450/450 [==============================] - 0s 814us/step - loss: 0.3375 - accuracy: 0.8644
Epoch 311/500
450/450 [==============================] - 0s 802us/step - loss: 0.3378 - accuracy: 0.8629
Epoch 312/500
450/450 [==============================] - 0s 889us/step - loss: 0.3376 - accuracy: 0.8628
Epoch 313/500
450/450 [==============================] - 0s 877us/step - loss: 0.3370 - accuracy: 0.8639
Epoch 314/500
450/450 [==============================] - 0s 812us/step - loss: 0.3380 - accuracy: 0.8621
Epoch 315/500
450/450 [==============================] - 0s 810us/step - loss: 0.3378 - accuracy: 0.8651
Epoch 316/500
450/450 [==============================] - 0s 807us/step - loss: 0.3379 - accuracy: 0.8629
Epoch 317/500
450/450 [==============================] - 0s 794us/step - loss: 0.3378 - accuracy: 0.8637
Epoch 318/500
450/450 [==============================] - 0s 805us/step - loss: 0.3380 - accuracy: 0.8629
Epoch 319/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3372 - accuracy: 0.8644
Epoch 320/500
450/450 [==============================] - 0s 891us/step - loss: 0.3378 - accuracy: 0.8635
Epoch 321/500
450/450 [==============================] - 0s 872us/step - loss: 0.3373 - accuracy: 0.86350s - loss: 0.3322 - accuracy:
Epoch 322/500
450/450 [==============================] - 0s 782us/step - loss: 0.3379 - accuracy: 0.8629
Epoch 323/500
450/450 [==============================] - 0s 826us/step - loss: 0.3374 - accuracy: 0.8636
Epoch 324/500
450/450 [==============================] - 0s 812us/step - loss: 0.3375 - accuracy: 0.8635
Epoch 325/500
450/450 [==============================] - 0s 873us/step - loss: 0.3373 - accuracy: 0.8637
Epoch 326/500
450/450 [==============================] - 0s 875us/step - loss: 0.3379 - accuracy: 0.8647
Epoch 327/500
450/450 [==============================] - 0s 816us/step - loss: 0.3381 - accuracy: 0.8644
Epoch 328/500
450/450 [==============================] - 0s 805us/step - loss: 0.3372 - accuracy: 0.8639
Epoch 329/500
450/450 [==============================] - 0s 788us/step - loss: 0.3378 - accuracy: 0.8642
Epoch 330/500
450/450 [==============================] - 0s 801us/step - loss: 0.3379 - accuracy: 0.8656
Epoch 331/500
450/450 [==============================] - 0s 786us/step - loss: 0.3380 - accuracy: 0.8642
Epoch 332/500
450/450 [==============================] - 0s 775us/step - loss: 0.3381 - accuracy: 0.8657
Epoch 333/500
450/450 [==============================] - 0s 808us/step - loss: 0.3381 - accuracy: 0.8639
Epoch 334/500
450/450 [==============================] - 0s 778us/step - loss: 0.3376 - accuracy: 0.8656
Epoch 335/500
450/450 [==============================] - 0s 778us/step - loss: 0.3380 - accuracy: 0.8643
Epoch 336/500
450/450 [==============================] - 0s 799us/step - loss: 0.3374 - accuracy: 0.8658
Epoch 337/500
450/450 [==============================] - 0s 776us/step - loss: 0.3380 - accuracy: 0.8654
Epoch 338/500
450/450 [==============================] - 0s 797us/step - loss: 0.3378 - accuracy: 0.8639
Epoch 339/500
450/450 [==============================] - 0s 845us/step - loss: 0.3383 - accuracy: 0.8637
Epoch 340/500
450/450 [==============================] - 0s 781us/step - loss: 0.3384 - accuracy: 0.8644
Epoch 341/500
450/450 [==============================] - 0s 767us/step - loss: 0.3376 - accuracy: 0.8649
Epoch 342/500
450/450 [==============================] - 0s 764us/step - loss: 0.3377 - accuracy: 0.8633
Epoch 343/500
450/450 [==============================] - 0s 735us/step - loss: 0.3377 - accuracy: 0.8642
Epoch 344/500
450/450 [==============================] - 0s 786us/step - loss: 0.3373 - accuracy: 0.8637
Epoch 345/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3373 - accuracy: 0.8662
Epoch 346/500
450/450 [==============================] - 0s 780us/step - loss: 0.3380 - accuracy: 0.8649
Epoch 347/500
450/450 [==============================] - 0s 806us/step - loss: 0.3380 - accuracy: 0.8657
Epoch 348/500
450/450 [==============================] - 0s 793us/step - loss: 0.3380 - accuracy: 0.8654
Epoch 349/500
450/450 [==============================] - 0s 796us/step - loss: 0.3377 - accuracy: 0.8651
Epoch 350/500
450/450 [==============================] - 0s 800us/step - loss: 0.3382 - accuracy: 0.8631
Epoch 351/500
450/450 [==============================] - 0s 785us/step - loss: 0.3378 - accuracy: 0.8649
Epoch 352/500
450/450 [==============================] - 0s 784us/step - loss: 0.3376 - accuracy: 0.8649
Epoch 353/500
450/450 [==============================] - 0s 799us/step - loss: 0.3374 - accuracy: 0.8660
Epoch 354/500
450/450 [==============================] - 0s 777us/step - loss: 0.3380 - accuracy: 0.8656
Epoch 355/500
450/450 [==============================] - 0s 830us/step - loss: 0.3380 - accuracy: 0.8646
Epoch 356/500
450/450 [==============================] - 0s 792us/step - loss: 0.3375 - accuracy: 0.8649
Epoch 357/500
450/450 [==============================] - 0s 783us/step - loss: 0.3382 - accuracy: 0.8635
Epoch 358/500
450/450 [==============================] - 0s 789us/step - loss: 0.3380 - accuracy: 0.8636
Epoch 359/500
450/450 [==============================] - 0s 814us/step - loss: 0.3371 - accuracy: 0.8657
Epoch 360/500
450/450 [==============================] - 0s 781us/step - loss: 0.3374 - accuracy: 0.8657
Epoch 361/500
450/450 [==============================] - 0s 792us/step - loss: 0.3373 - accuracy: 0.8649
Epoch 362/500
450/450 [==============================] - 0s 789us/step - loss: 0.3377 - accuracy: 0.8646
Epoch 363/500
450/450 [==============================] - 0s 784us/step - loss: 0.3382 - accuracy: 0.8650
Epoch 364/500
450/450 [==============================] - 0s 797us/step - loss: 0.3379 - accuracy: 0.8639
Epoch 365/500
450/450 [==============================] - 0s 779us/step - loss: 0.3377 - accuracy: 0.8649
Epoch 366/500
450/450 [==============================] - 0s 796us/step - loss: 0.3372 - accuracy: 0.8654
Epoch 367/500
450/450 [==============================] - 0s 792us/step - loss: 0.3374 - accuracy: 0.8650
Epoch 368/500
450/450 [==============================] - 0s 775us/step - loss: 0.3379 - accuracy: 0.8644
Epoch 369/500
450/450 [==============================] - 0s 786us/step - loss: 0.3372 - accuracy: 0.8644
Epoch 370/500
450/450 [==============================] - 0s 805us/step - loss: 0.3379 - accuracy: 0.8639
Epoch 371/500
450/450 [==============================] - 0s 776us/step - loss: 0.3379 - accuracy: 0.8639
Epoch 372/500
450/450 [==============================] - 0s 880us/step - loss: 0.3377 - accuracy: 0.8650
Epoch 373/500
450/450 [==============================] - 0s 788us/step - loss: 0.3379 - accuracy: 0.8633
Epoch 374/500
450/450 [==============================] - 0s 774us/step - loss: 0.3372 - accuracy: 0.8658
Epoch 375/500
450/450 [==============================] - 0s 796us/step - loss: 0.3371 - accuracy: 0.8653
Epoch 376/500
450/450 [==============================] - 0s 795us/step - loss: 0.3378 - accuracy: 0.8653
Epoch 377/500
450/450 [==============================] - 0s 780us/step - loss: 0.3376 - accuracy: 0.8650
Epoch 378/500
450/450 [==============================] - 0s 808us/step - loss: 0.3374 - accuracy: 0.8656
Epoch 379/500
450/450 [==============================] - 0s 775us/step - loss: 0.3375 - accuracy: 0.8642
Epoch 380/500
450/450 [==============================] - 0s 777us/step - loss: 0.3375 - accuracy: 0.8658
Epoch 381/500
450/450 [==============================] - 0s 802us/step - loss: 0.3376 - accuracy: 0.8662
Epoch 382/500
450/450 [==============================] - 0s 774us/step - loss: 0.3376 - accuracy: 0.8664
Epoch 383/500
450/450 [==============================] - 0s 825us/step - loss: 0.3378 - accuracy: 0.8646
Epoch 384/500
450/450 [==============================] - 0s 787us/step - loss: 0.3369 - accuracy: 0.8646
Epoch 385/500
450/450 [==============================] - 0s 780us/step - loss: 0.3376 - accuracy: 0.8656
Epoch 386/500
450/450 [==============================] - 0s 805us/step - loss: 0.3373 - accuracy: 0.8657
Epoch 387/500
450/450 [==============================] - 0s 816us/step - loss: 0.3379 - accuracy: 0.8633
Epoch 388/500
450/450 [==============================] - 0s 780us/step - loss: 0.3373 - accuracy: 0.8660
Epoch 389/500
450/450 [==============================] - 0s 810us/step - loss: 0.3378 - accuracy: 0.8646
Epoch 390/500
450/450 [==============================] - 0s 780us/step - loss: 0.3373 - accuracy: 0.8651
Epoch 391/500
450/450 [==============================] - 0s 781us/step - loss: 0.3376 - accuracy: 0.8658
Epoch 392/500
450/450 [==============================] - 0s 817us/step - loss: 0.3379 - accuracy: 0.8643
Epoch 393/500
450/450 [==============================] - 0s 781us/step - loss: 0.3378 - accuracy: 0.8647
Epoch 394/500
450/450 [==============================] - 0s 801us/step - loss: 0.3377 - accuracy: 0.8658
Epoch 395/500
450/450 [==============================] - 0s 780us/step - loss: 0.3370 - accuracy: 0.8649
Epoch 396/500
450/450 [==============================] - 0s 780us/step - loss: 0.3378 - accuracy: 0.8653
Epoch 397/500
450/450 [==============================] - 0s 810us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 398/500
450/450 [==============================] - 0s 794us/step - loss: 0.3374 - accuracy: 0.8656
Epoch 399/500
450/450 [==============================] - 0s 777us/step - loss: 0.3373 - accuracy: 0.8656
Epoch 400/500
450/450 [==============================] - 0s 815us/step - loss: 0.3369 - accuracy: 0.8650
Epoch 401/500
450/450 [==============================] - 0s 783us/step - loss: 0.3377 - accuracy: 0.8660
Epoch 402/500
450/450 [==============================] - 0s 786us/step - loss: 0.3371 - accuracy: 0.8654
Epoch 403/500
450/450 [==============================] - 0s 803us/step - loss: 0.3382 - accuracy: 0.8668
Epoch 404/500
450/450 [==============================] - 0s 778us/step - loss: 0.3379 - accuracy: 0.8643
Epoch 405/500
450/450 [==============================] - 0s 793us/step - loss: 0.3373 - accuracy: 0.8642
Epoch 406/500
450/450 [==============================] - 0s 803us/step - loss: 0.3382 - accuracy: 0.8644
Epoch 407/500
450/450 [==============================] - 0s 796us/step - loss: 0.3377 - accuracy: 0.8643
Epoch 408/500
450/450 [==============================] - 0s 788us/step - loss: 0.3376 - accuracy: 0.8643
Epoch 409/500
450/450 [==============================] - 0s 782us/step - loss: 0.3375 - accuracy: 0.8654
Epoch 410/500
450/450 [==============================] - 0s 779us/step - loss: 0.3378 - accuracy: 0.8661
Epoch 411/500
450/450 [==============================] - 0s 819us/step - loss: 0.3370 - accuracy: 0.8658
Epoch 412/500
450/450 [==============================] - 0s 788us/step - loss: 0.3374 - accuracy: 0.8654
Epoch 413/500
450/450 [==============================] - 0s 776us/step - loss: 0.3379 - accuracy: 0.8651
Epoch 414/500
450/450 [==============================] - 0s 809us/step - loss: 0.3375 - accuracy: 0.8660
Epoch 415/500
450/450 [==============================] - 0s 779us/step - loss: 0.3375 - accuracy: 0.8642
Epoch 416/500
450/450 [==============================] - 0s 780us/step - loss: 0.3370 - accuracy: 0.8656
Epoch 417/500
450/450 [==============================] - 0s 805us/step - loss: 0.3374 - accuracy: 0.8654
Epoch 418/500
450/450 [==============================] - 0s 783us/step - loss: 0.3372 - accuracy: 0.8629
Epoch 419/500
450/450 [==============================] - 0s 810us/step - loss: 0.3372 - accuracy: 0.8626
Epoch 420/500
450/450 [==============================] - 0s 778us/step - loss: 0.3374 - accuracy: 0.8650
Epoch 421/500
450/450 [==============================] - 0s 786us/step - loss: 0.3371 - accuracy: 0.8649
Epoch 422/500
450/450 [==============================] - 0s 824us/step - loss: 0.3366 - accuracy: 0.8640
Epoch 423/500
450/450 [==============================] - 0s 780us/step - loss: 0.3378 - accuracy: 0.8651
Epoch 424/500
450/450 [==============================] - 0s 782us/step - loss: 0.3375 - accuracy: 0.86500s - loss: 0.3458 - accuracy: 0.
Epoch 425/500
450/450 [==============================] - 0s 798us/step - loss: 0.3377 - accuracy: 0.8647
Epoch 426/500
450/450 [==============================] - 0s 801us/step - loss: 0.3376 - accuracy: 0.8654
Epoch 427/500
450/450 [==============================] - 0s 776us/step - loss: 0.3372 - accuracy: 0.8656
Epoch 428/500
450/450 [==============================] - 0s 806us/step - loss: 0.3370 - accuracy: 0.8656
Epoch 429/500
450/450 [==============================] - 0s 779us/step - loss: 0.3370 - accuracy: 0.8660
Epoch 430/500
450/450 [==============================] - 0s 902us/step - loss: 0.3373 - accuracy: 0.86540s - loss: 0.3386 - accura
Epoch 431/500
450/450 [==============================] - 0s 873us/step - loss: 0.3364 - accuracy: 0.8651
Epoch 432/500
450/450 [==============================] - 0s 785us/step - loss: 0.3366 - accuracy: 0.8656
Epoch 433/500
450/450 [==============================] - 0s 829us/step - loss: 0.3373 - accuracy: 0.8642
Epoch 434/500
450/450 [==============================] - 0s 776us/step - loss: 0.3374 - accuracy: 0.8656
Epoch 435/500
450/450 [==============================] - 0s 785us/step - loss: 0.3375 - accuracy: 0.8633
Epoch 436/500
450/450 [==============================] - 0s 803us/step - loss: 0.3372 - accuracy: 0.8647
Epoch 437/500
450/450 [==============================] - 0s 781us/step - loss: 0.3377 - accuracy: 0.8640
Epoch 438/500
450/450 [==============================] - 0s 789us/step - loss: 0.3374 - accuracy: 0.86440s - loss: 0.3380 - accuracy:
Epoch 439/500
450/450 [==============================] - 0s 811us/step - loss: 0.3372 - accuracy: 0.8640
Epoch 440/500
450/450 [==============================] - 0s 783us/step - loss: 0.3370 - accuracy: 0.8654
Epoch 441/500
450/450 [==============================] - 0s 810us/step - loss: 0.3372 - accuracy: 0.8650
Epoch 442/500
450/450 [==============================] - 0s 781us/step - loss: 0.3374 - accuracy: 0.8657
Epoch 443/500
450/450 [==============================] - 0s 778us/step - loss: 0.3379 - accuracy: 0.8646
Epoch 444/500
450/450 [==============================] - 0s 798us/step - loss: 0.3369 - accuracy: 0.8643
Epoch 445/500
450/450 [==============================] - 0s 777us/step - loss: 0.3370 - accuracy: 0.8649
Epoch 446/500
450/450 [==============================] - 0s 783us/step - loss: 0.3373 - accuracy: 0.86570s - loss: 0.3434 - accuracy
Epoch 447/500
450/450 [==============================] - 0s 811us/step - loss: 0.3375 - accuracy: 0.8664
Epoch 448/500
450/450 [==============================] - 0s 773us/step - loss: 0.3376 - accuracy: 0.8657
Epoch 449/500
450/450 [==============================] - 0s 787us/step - loss: 0.3371 - accuracy: 0.8646
Epoch 450/500
450/450 [==============================] - 0s 961us/step - loss: 0.3376 - accuracy: 0.8636
Epoch 451/500
450/450 [==============================] - 0s 932us/step - loss: 0.3376 - accuracy: 0.8642
Epoch 452/500
450/450 [==============================] - 0s 809us/step - loss: 0.3372 - accuracy: 0.8650
Epoch 453/500
450/450 [==============================] - 0s 791us/step - loss: 0.3373 - accuracy: 0.8629
Epoch 454/500
450/450 [==============================] - 0s 793us/step - loss: 0.3375 - accuracy: 0.8654
Epoch 455/500
450/450 [==============================] - 0s 801us/step - loss: 0.3373 - accuracy: 0.8651
Epoch 456/500
450/450 [==============================] - 0s 767us/step - loss: 0.3370 - accuracy: 0.8654
Epoch 457/500
450/450 [==============================] - 0s 777us/step - loss: 0.3378 - accuracy: 0.8643
Epoch 458/500
450/450 [==============================] - 0s 804us/step - loss: 0.3374 - accuracy: 0.8658
Epoch 459/500
450/450 [==============================] - 0s 779us/step - loss: 0.3373 - accuracy: 0.8649
Epoch 460/500
450/450 [==============================] - 0s 786us/step - loss: 0.3374 - accuracy: 0.8642
Epoch 461/500
450/450 [==============================] - 0s 803us/step - loss: 0.3377 - accuracy: 0.8643
Epoch 462/500
450/450 [==============================] - 0s 781us/step - loss: 0.3366 - accuracy: 0.8654
Epoch 463/500
450/450 [==============================] - 0s 800us/step - loss: 0.3374 - accuracy: 0.8650
Epoch 464/500
450/450 [==============================] - 0s 789us/step - loss: 0.3380 - accuracy: 0.8653
Epoch 465/500
450/450 [==============================] - 0s 779us/step - loss: 0.3372 - accuracy: 0.8668
Epoch 466/500
450/450 [==============================] - 0s 868us/step - loss: 0.3371 - accuracy: 0.8661
Epoch 467/500
450/450 [==============================] - 0s 806us/step - loss: 0.3369 - accuracy: 0.8651
Epoch 468/500
450/450 [==============================] - 0s 783us/step - loss: 0.3371 - accuracy: 0.8657
Epoch 469/500
450/450 [==============================] - 0s 813us/step - loss: 0.3370 - accuracy: 0.8654
Epoch 470/500
450/450 [==============================] - 0s 792us/step - loss: 0.3368 - accuracy: 0.8662
Epoch 471/500
450/450 [==============================] - 0s 797us/step - loss: 0.3370 - accuracy: 0.8637
Epoch 472/500
450/450 [==============================] - 0s 803us/step - loss: 0.3371 - accuracy: 0.8647
Epoch 473/500
450/450 [==============================] - 0s 776us/step - loss: 0.3369 - accuracy: 0.8656
Epoch 474/500
450/450 [==============================] - 0s 814us/step - loss: 0.3376 - accuracy: 0.8660
Epoch 475/500
450/450 [==============================] - 0s 790us/step - loss: 0.3372 - accuracy: 0.8662
Epoch 476/500
450/450 [==============================] - 0s 783us/step - loss: 0.3376 - accuracy: 0.8636
Epoch 477/500
450/450 [==============================] - 0s 794us/step - loss: 0.3371 - accuracy: 0.8665
Epoch 478/500
450/450 [==============================] - 0s 781us/step - loss: 0.3377 - accuracy: 0.8635
Epoch 479/500
450/450 [==============================] - 0s 783us/step - loss: 0.3372 - accuracy: 0.8664
Epoch 480/500
450/450 [==============================] - 0s 793us/step - loss: 0.3370 - accuracy: 0.8651
Epoch 481/500
450/450 [==============================] - 0s 805us/step - loss: 0.3369 - accuracy: 0.8635
Epoch 482/500
450/450 [==============================] - 0s 775us/step - loss: 0.3373 - accuracy: 0.8647
Epoch 483/500
450/450 [==============================] - 0s 797us/step - loss: 0.3369 - accuracy: 0.8657
Epoch 484/500
450/450 [==============================] - 0s 787us/step - loss: 0.3371 - accuracy: 0.8644
Epoch 485/500
450/450 [==============================] - 0s 790us/step - loss: 0.3374 - accuracy: 0.8654
Epoch 486/500
450/450 [==============================] - 0s 794us/step - loss: 0.3358 - accuracy: 0.8653
Epoch 487/500
450/450 [==============================] - 0s 776us/step - loss: 0.3371 - accuracy: 0.8644
Epoch 488/500
450/450 [==============================] - 0s 801us/step - loss: 0.3372 - accuracy: 0.8628
Epoch 489/500
450/450 [==============================] - 0s 869us/step - loss: 0.3370 - accuracy: 0.8636
Epoch 490/500
450/450 [==============================] - 0s 815us/step - loss: 0.3369 - accuracy: 0.8653
Epoch 491/500
450/450 [==============================] - 0s 795us/step - loss: 0.3370 - accuracy: 0.8651
Epoch 492/500
450/450 [==============================] - 0s 806us/step - loss: 0.3371 - accuracy: 0.8658
Epoch 493/500
450/450 [==============================] - 0s 821us/step - loss: 0.3368 - accuracy: 0.8662
Epoch 494/500
450/450 [==============================] - 0s 896us/step - loss: 0.3373 - accuracy: 0.8657
Epoch 495/500
450/450 [==============================] - 0s 940us/step - loss: 0.3365 - accuracy: 0.8644
Epoch 496/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3371 - accuracy: 0.8647
Epoch 497/500
450/450 [==============================] - 0s 784us/step - loss: 0.3372 - accuracy: 0.8660
Epoch 498/500
450/450 [==============================] - 0s 794us/step - loss: 0.3375 - accuracy: 0.8650
Epoch 499/500
450/450 [==============================] - 0s 802us/step - loss: 0.3368 - accuracy: 0.8650
Epoch 500/500
450/450 [==============================] - 0s 774us/step - loss: 0.3369 - accuracy: 0.8658
Epoch 1/500
450/450 [==============================] - 0s 817us/step - loss: 0.5653 - accuracy: 0.7953
Epoch 2/500
450/450 [==============================] - 0s 822us/step - loss: 0.4425 - accuracy: 0.7960
Epoch 3/500
450/450 [==============================] - 0s 831us/step - loss: 0.4344 - accuracy: 0.7960
Epoch 4/500
450/450 [==============================] - 0s 823us/step - loss: 0.4324 - accuracy: 0.7960
Epoch 5/500
450/450 [==============================] - 0s 867us/step - loss: 0.4312 - accuracy: 0.7960
Epoch 6/500
450/450 [==============================] - 0s 866us/step - loss: 0.4303 - accuracy: 0.7960
Epoch 7/500
450/450 [==============================] - 0s 816us/step - loss: 0.4293 - accuracy: 0.7960
Epoch 8/500
450/450 [==============================] - 0s 862us/step - loss: 0.4283 - accuracy: 0.7960
Epoch 9/500
450/450 [==============================] - 0s 835us/step - loss: 0.4255 - accuracy: 0.8037
Epoch 10/500
450/450 [==============================] - 0s 823us/step - loss: 0.4227 - accuracy: 0.8189
Epoch 11/500
450/450 [==============================] - 0s 866us/step - loss: 0.4206 - accuracy: 0.8236
Epoch 12/500
450/450 [==============================] - 0s 814us/step - loss: 0.4182 - accuracy: 0.8293
Epoch 13/500
450/450 [==============================] - 0s 830us/step - loss: 0.4158 - accuracy: 0.8332
Epoch 14/500
450/450 [==============================] - 0s 858us/step - loss: 0.4144 - accuracy: 0.8321
Epoch 15/500
450/450 [==============================] - 0s 814us/step - loss: 0.4123 - accuracy: 0.8354
Epoch 16/500
450/450 [==============================] - 0s 846us/step - loss: 0.4113 - accuracy: 0.8339
Epoch 17/500
450/450 [==============================] - 0s 827us/step - loss: 0.4095 - accuracy: 0.8356
Epoch 18/500
450/450 [==============================] - 0s 834us/step - loss: 0.4088 - accuracy: 0.8346
Epoch 19/500
450/450 [==============================] - 0s 849us/step - loss: 0.4078 - accuracy: 0.8343
Epoch 20/500
450/450 [==============================] - 0s 818us/step - loss: 0.4066 - accuracy: 0.8367
Epoch 21/500
450/450 [==============================] - 0s 846us/step - loss: 0.4057 - accuracy: 0.8361
Epoch 22/500
450/450 [==============================] - 0s 844us/step - loss: 0.4052 - accuracy: 0.8365
Epoch 23/500
450/450 [==============================] - 0s 823us/step - loss: 0.4043 - accuracy: 0.8364
Epoch 24/500
450/450 [==============================] - 0s 857us/step - loss: 0.4031 - accuracy: 0.8369
Epoch 25/500
450/450 [==============================] - 0s 822us/step - loss: 0.4027 - accuracy: 0.8368
Epoch 26/500
450/450 [==============================] - 0s 824us/step - loss: 0.4014 - accuracy: 0.8368
Epoch 27/500
450/450 [==============================] - 0s 824us/step - loss: 0.4006 - accuracy: 0.8381
Epoch 28/500
450/450 [==============================] - 0s 824us/step - loss: 0.3996 - accuracy: 0.8381
Epoch 29/500
450/450 [==============================] - 0s 835us/step - loss: 0.3987 - accuracy: 0.8368
Epoch 30/500
450/450 [==============================] - 0s 823us/step - loss: 0.3978 - accuracy: 0.8374
Epoch 31/500
450/450 [==============================] - 0s 821us/step - loss: 0.3972 - accuracy: 0.8372
Epoch 32/500
450/450 [==============================] - 0s 866us/step - loss: 0.3963 - accuracy: 0.8376
Epoch 33/500
450/450 [==============================] - 0s 824us/step - loss: 0.3961 - accuracy: 0.8375
Epoch 34/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8386
Epoch 35/500
450/450 [==============================] - 0s 838us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 36/500
450/450 [==============================] - 0s 815us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 37/500
450/450 [==============================] - 0s 795us/step - loss: 0.3943 - accuracy: 0.8389
Epoch 38/500
450/450 [==============================] - 0s 793us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 39/500
450/450 [==============================] - 0s 801us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 40/500
450/450 [==============================] - 0s 782us/step - loss: 0.3932 - accuracy: 0.8361
Epoch 41/500
450/450 [==============================] - 0s 782us/step - loss: 0.3929 - accuracy: 0.8389
Epoch 42/500
450/450 [==============================] - 0s 801us/step - loss: 0.3930 - accuracy: 0.8394
Epoch 43/500
450/450 [==============================] - 0s 785us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 44/500
450/450 [==============================] - 0s 794us/step - loss: 0.3927 - accuracy: 0.8378
Epoch 45/500
450/450 [==============================] - 0s 792us/step - loss: 0.3927 - accuracy: 0.8367
Epoch 46/500
450/450 [==============================] - 0s 830us/step - loss: 0.3917 - accuracy: 0.8385
Epoch 47/500
450/450 [==============================] - 0s 785us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 48/500
450/450 [==============================] - 0s 796us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 49/500
450/450 [==============================] - 0s 806us/step - loss: 0.3918 - accuracy: 0.8382
Epoch 50/500
450/450 [==============================] - 0s 931us/step - loss: 0.3918 - accuracy: 0.8397
Epoch 51/500
450/450 [==============================] - 0s 784us/step - loss: 0.3915 - accuracy: 0.8403
Epoch 52/500
450/450 [==============================] - 0s 790us/step - loss: 0.3917 - accuracy: 0.8392
Epoch 53/500
450/450 [==============================] - 0s 804us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 54/500
450/450 [==============================] - 0s 787us/step - loss: 0.3917 - accuracy: 0.8381
Epoch 55/500
450/450 [==============================] - 0s 779us/step - loss: 0.3915 - accuracy: 0.8374
Epoch 56/500
450/450 [==============================] - 0s 802us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 57/500
450/450 [==============================] - 0s 796us/step - loss: 0.3910 - accuracy: 0.8404
Epoch 58/500
450/450 [==============================] - 0s 792us/step - loss: 0.3914 - accuracy: 0.8400
Epoch 59/500
450/450 [==============================] - 0s 800us/step - loss: 0.3910 - accuracy: 0.8400
Epoch 60/500
450/450 [==============================] - 0s 783us/step - loss: 0.3910 - accuracy: 0.8392
Epoch 61/500
450/450 [==============================] - 0s 805us/step - loss: 0.3909 - accuracy: 0.8404
Epoch 62/500
450/450 [==============================] - 0s 782us/step - loss: 0.3908 - accuracy: 0.8376
Epoch 63/500
450/450 [==============================] - 0s 788us/step - loss: 0.3907 - accuracy: 0.8396
Epoch 64/500
450/450 [==============================] - 0s 807us/step - loss: 0.3909 - accuracy: 0.8386
Epoch 65/500
450/450 [==============================] - 0s 780us/step - loss: 0.3906 - accuracy: 0.8406
Epoch 66/500
450/450 [==============================] - 0s 788us/step - loss: 0.3909 - accuracy: 0.8397
Epoch 67/500
450/450 [==============================] - 0s 879us/step - loss: 0.3907 - accuracy: 0.8388
Epoch 68/500
450/450 [==============================] - 0s 810us/step - loss: 0.3905 - accuracy: 0.8389
Epoch 69/500
450/450 [==============================] - 0s 834us/step - loss: 0.3908 - accuracy: 0.8399
Epoch 70/500
450/450 [==============================] - 0s 812us/step - loss: 0.3905 - accuracy: 0.8397
Epoch 71/500
450/450 [==============================] - 0s 811us/step - loss: 0.3905 - accuracy: 0.8401
Epoch 72/500
450/450 [==============================] - 0s 860us/step - loss: 0.3903 - accuracy: 0.8401
Epoch 73/500
450/450 [==============================] - 0s 862us/step - loss: 0.3906 - accuracy: 0.8396
Epoch 74/500
450/450 [==============================] - 0s 788us/step - loss: 0.3898 - accuracy: 0.8411
Epoch 75/500
450/450 [==============================] - 0s 846us/step - loss: 0.3903 - accuracy: 0.8390
Epoch 76/500
450/450 [==============================] - 0s 790us/step - loss: 0.3905 - accuracy: 0.8393
Epoch 77/500
450/450 [==============================] - 0s 783us/step - loss: 0.3902 - accuracy: 0.8408
Epoch 78/500
450/450 [==============================] - 0s 801us/step - loss: 0.3904 - accuracy: 0.84100s - loss: 0.3950 - accuracy:
Epoch 79/500
450/450 [==============================] - 0s 786us/step - loss: 0.3901 - accuracy: 0.8414
Epoch 80/500
450/450 [==============================] - 0s 805us/step - loss: 0.3906 - accuracy: 0.8404
Epoch 81/500
450/450 [==============================] - 0s 794us/step - loss: 0.3904 - accuracy: 0.8396
Epoch 82/500
450/450 [==============================] - 0s 803us/step - loss: 0.3902 - accuracy: 0.8404
Epoch 83/500
450/450 [==============================] - 0s 807us/step - loss: 0.3904 - accuracy: 0.8406
Epoch 84/500
450/450 [==============================] - 0s 780us/step - loss: 0.3901 - accuracy: 0.8396
Epoch 85/500
450/450 [==============================] - 0s 790us/step - loss: 0.3904 - accuracy: 0.8389
Epoch 86/500
450/450 [==============================] - 0s 798us/step - loss: 0.3900 - accuracy: 0.8396
Epoch 87/500
450/450 [==============================] - 0s 795us/step - loss: 0.3903 - accuracy: 0.8400
Epoch 88/500
450/450 [==============================] - 0s 785us/step - loss: 0.3899 - accuracy: 0.8401
Epoch 89/500
450/450 [==============================] - 0s 815us/step - loss: 0.3901 - accuracy: 0.8389
Epoch 90/500
450/450 [==============================] - 0s 794us/step - loss: 0.3899 - accuracy: 0.84140s - loss: 0.3899 - accuracy: 0.84
Epoch 91/500
450/450 [==============================] - 0s 811us/step - loss: 0.3903 - accuracy: 0.8401
Epoch 92/500
450/450 [==============================] - 0s 789us/step - loss: 0.3902 - accuracy: 0.8415
Epoch 93/500
450/450 [==============================] - 0s 782us/step - loss: 0.3900 - accuracy: 0.8413
Epoch 94/500
450/450 [==============================] - 0s 808us/step - loss: 0.3903 - accuracy: 0.8411
Epoch 95/500
450/450 [==============================] - 0s 785us/step - loss: 0.3899 - accuracy: 0.8418
Epoch 96/500
450/450 [==============================] - 0s 783us/step - loss: 0.3898 - accuracy: 0.8403
Epoch 97/500
450/450 [==============================] - 0s 818us/step - loss: 0.3901 - accuracy: 0.8400
Epoch 98/500
450/450 [==============================] - 0s 777us/step - loss: 0.3900 - accuracy: 0.8414
Epoch 99/500
450/450 [==============================] - 0s 803us/step - loss: 0.3905 - accuracy: 0.8404
Epoch 100/500
450/450 [==============================] - 0s 814us/step - loss: 0.3899 - accuracy: 0.8418
Epoch 101/500
450/450 [==============================] - 0s 781us/step - loss: 0.3897 - accuracy: 0.8413
Epoch 102/500
450/450 [==============================] - 0s 811us/step - loss: 0.3900 - accuracy: 0.8421
Epoch 103/500
450/450 [==============================] - 0s 813us/step - loss: 0.3896 - accuracy: 0.8417
Epoch 104/500
450/450 [==============================] - 0s 825us/step - loss: 0.3897 - accuracy: 0.8408
Epoch 105/500
450/450 [==============================] - 0s 823us/step - loss: 0.3898 - accuracy: 0.8408
Epoch 106/500
450/450 [==============================] - 0s 793us/step - loss: 0.3896 - accuracy: 0.8404
Epoch 107/500
450/450 [==============================] - 0s 804us/step - loss: 0.3900 - accuracy: 0.8407
Epoch 108/500
450/450 [==============================] - 0s 818us/step - loss: 0.3897 - accuracy: 0.8388
Epoch 109/500
450/450 [==============================] - 0s 812us/step - loss: 0.3897 - accuracy: 0.8407
Epoch 110/500
450/450 [==============================] - 0s 800us/step - loss: 0.3901 - accuracy: 0.8407
Epoch 111/500
450/450 [==============================] - 0s 829us/step - loss: 0.3896 - accuracy: 0.8411
Epoch 112/500
450/450 [==============================] - 0s 795us/step - loss: 0.3897 - accuracy: 0.8390
Epoch 113/500
450/450 [==============================] - 0s 811us/step - loss: 0.3899 - accuracy: 0.8410
Epoch 114/500
450/450 [==============================] - 0s 803us/step - loss: 0.3899 - accuracy: 0.8417
Epoch 115/500
450/450 [==============================] - 0s 782us/step - loss: 0.3895 - accuracy: 0.8424
Epoch 116/500
450/450 [==============================] - 0s 808us/step - loss: 0.3896 - accuracy: 0.8415
Epoch 117/500
450/450 [==============================] - 0s 786us/step - loss: 0.3898 - accuracy: 0.8403
Epoch 118/500
450/450 [==============================] - 0s 788us/step - loss: 0.3896 - accuracy: 0.8394
Epoch 119/500
450/450 [==============================] - 0s 815us/step - loss: 0.3897 - accuracy: 0.8388
Epoch 120/500
450/450 [==============================] - 0s 787us/step - loss: 0.3899 - accuracy: 0.8404
Epoch 121/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3890 - accuracy: 0.8425
Epoch 122/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3898 - accuracy: 0.8411
Epoch 123/500
450/450 [==============================] - 0s 891us/step - loss: 0.3895 - accuracy: 0.8422
Epoch 124/500
450/450 [==============================] - 0s 939us/step - loss: 0.3896 - accuracy: 0.8404
Epoch 125/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8418
Epoch 126/500
450/450 [==============================] - 0s 896us/step - loss: 0.3893 - accuracy: 0.8392
Epoch 127/500
450/450 [==============================] - 0s 839us/step - loss: 0.3896 - accuracy: 0.8414
Epoch 128/500
450/450 [==============================] - 0s 879us/step - loss: 0.3892 - accuracy: 0.8400
Epoch 129/500
450/450 [==============================] - 0s 892us/step - loss: 0.3897 - accuracy: 0.8407
Epoch 130/500
450/450 [==============================] - 0s 848us/step - loss: 0.3896 - accuracy: 0.8426
Epoch 131/500
450/450 [==============================] - 0s 782us/step - loss: 0.3894 - accuracy: 0.8410
Epoch 132/500
450/450 [==============================] - 0s 794us/step - loss: 0.3894 - accuracy: 0.8421
Epoch 133/500
450/450 [==============================] - 0s 809us/step - loss: 0.3891 - accuracy: 0.8415
Epoch 134/500
450/450 [==============================] - 0s 830us/step - loss: 0.3896 - accuracy: 0.8424
Epoch 135/500
450/450 [==============================] - 0s 816us/step - loss: 0.3897 - accuracy: 0.8404
Epoch 136/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3896 - accuracy: 0.8414
Epoch 137/500
450/450 [==============================] - 0s 967us/step - loss: 0.3897 - accuracy: 0.8413
Epoch 138/500
450/450 [==============================] - 0s 862us/step - loss: 0.3894 - accuracy: 0.8417
Epoch 139/500
450/450 [==============================] - 0s 795us/step - loss: 0.3894 - accuracy: 0.8424
Epoch 140/500
450/450 [==============================] - 0s 786us/step - loss: 0.3895 - accuracy: 0.8404
Epoch 141/500
450/450 [==============================] - 0s 818us/step - loss: 0.3896 - accuracy: 0.8399
Epoch 142/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8422
Epoch 143/500
450/450 [==============================] - 0s 804us/step - loss: 0.3893 - accuracy: 0.8433
Epoch 144/500
450/450 [==============================] - 0s 978us/step - loss: 0.3896 - accuracy: 0.8406
Epoch 145/500
450/450 [==============================] - 0s 938us/step - loss: 0.3895 - accuracy: 0.8411
Epoch 146/500
450/450 [==============================] - 0s 819us/step - loss: 0.3893 - accuracy: 0.8418
Epoch 147/500
450/450 [==============================] - 0s 786us/step - loss: 0.3895 - accuracy: 0.8425
Epoch 148/500
450/450 [==============================] - 0s 842us/step - loss: 0.3900 - accuracy: 0.8407
Epoch 149/500
450/450 [==============================] - 0s 880us/step - loss: 0.3894 - accuracy: 0.8439
Epoch 150/500
450/450 [==============================] - 0s 867us/step - loss: 0.3897 - accuracy: 0.8406
Epoch 151/500
450/450 [==============================] - 0s 797us/step - loss: 0.3893 - accuracy: 0.8417
Epoch 152/500
450/450 [==============================] - 0s 812us/step - loss: 0.3895 - accuracy: 0.8424
Epoch 153/500
450/450 [==============================] - 0s 793us/step - loss: 0.3894 - accuracy: 0.8407
Epoch 154/500
450/450 [==============================] - 0s 812us/step - loss: 0.3891 - accuracy: 0.8406
Epoch 155/500
450/450 [==============================] - 0s 784us/step - loss: 0.3895 - accuracy: 0.8408
Epoch 156/500
450/450 [==============================] - 0s 791us/step - loss: 0.3892 - accuracy: 0.8404
Epoch 157/500
450/450 [==============================] - 0s 799us/step - loss: 0.3896 - accuracy: 0.8394
Epoch 158/500
450/450 [==============================] - 0s 787us/step - loss: 0.3892 - accuracy: 0.8414
Epoch 159/500
450/450 [==============================] - 0s 816us/step - loss: 0.3894 - accuracy: 0.8418
Epoch 160/500
450/450 [==============================] - 0s 789us/step - loss: 0.3890 - accuracy: 0.84080s - loss: 0.3831 - accuracy: 0.
Epoch 161/500
450/450 [==============================] - 0s 792us/step - loss: 0.3896 - accuracy: 0.8422
Epoch 162/500
450/450 [==============================] - 0s 800us/step - loss: 0.3889 - accuracy: 0.8418
Epoch 163/500
450/450 [==============================] - 0s 799us/step - loss: 0.3893 - accuracy: 0.8404
Epoch 164/500
450/450 [==============================] - 0s 783us/step - loss: 0.3895 - accuracy: 0.8408
Epoch 165/500
450/450 [==============================] - 0s 795us/step - loss: 0.3891 - accuracy: 0.8415
Epoch 166/500
450/450 [==============================] - 0s 794us/step - loss: 0.3890 - accuracy: 0.8432
Epoch 167/500
450/450 [==============================] - 0s 777us/step - loss: 0.3893 - accuracy: 0.8408
Epoch 168/500
450/450 [==============================] - 0s 839us/step - loss: 0.3893 - accuracy: 0.8403
Epoch 169/500
450/450 [==============================] - 0s 779us/step - loss: 0.3896 - accuracy: 0.8414
Epoch 170/500
450/450 [==============================] - 0s 785us/step - loss: 0.3889 - accuracy: 0.8407
Epoch 171/500
450/450 [==============================] - 0s 798us/step - loss: 0.3893 - accuracy: 0.8411
Epoch 172/500
450/450 [==============================] - 0s 783us/step - loss: 0.3892 - accuracy: 0.8411
Epoch 173/500
450/450 [==============================] - 0s 809us/step - loss: 0.3892 - accuracy: 0.8408
Epoch 174/500
450/450 [==============================] - 0s 781us/step - loss: 0.3892 - accuracy: 0.8419
Epoch 175/500
450/450 [==============================] - 0s 787us/step - loss: 0.3896 - accuracy: 0.8410
Epoch 176/500
450/450 [==============================] - 0s 820us/step - loss: 0.3891 - accuracy: 0.84210s - loss: 0.3810 - accu
Epoch 177/500
450/450 [==============================] - 0s 799us/step - loss: 0.3891 - accuracy: 0.8422
Epoch 178/500
450/450 [==============================] - 0s 794us/step - loss: 0.3893 - accuracy: 0.8426
Epoch 179/500
450/450 [==============================] - 0s 808us/step - loss: 0.3893 - accuracy: 0.8415
Epoch 180/500
450/450 [==============================] - 0s 808us/step - loss: 0.3896 - accuracy: 0.8414
Epoch 181/500
450/450 [==============================] - 0s 781us/step - loss: 0.3893 - accuracy: 0.8417
Epoch 182/500
450/450 [==============================] - 0s 815us/step - loss: 0.3891 - accuracy: 0.8417
Epoch 183/500
450/450 [==============================] - 0s 798us/step - loss: 0.3891 - accuracy: 0.8419
Epoch 184/500
450/450 [==============================] - 0s 800us/step - loss: 0.3895 - accuracy: 0.8410
Epoch 185/500
450/450 [==============================] - 0s 781us/step - loss: 0.3889 - accuracy: 0.8421
Epoch 186/500
450/450 [==============================] - 0s 791us/step - loss: 0.3896 - accuracy: 0.8415
Epoch 187/500
450/450 [==============================] - 0s 816us/step - loss: 0.3893 - accuracy: 0.8396
Epoch 188/500
450/450 [==============================] - 0s 782us/step - loss: 0.3892 - accuracy: 0.8404
Epoch 189/500
450/450 [==============================] - 0s 780us/step - loss: 0.3889 - accuracy: 0.8422
Epoch 190/500
450/450 [==============================] - 0s 818us/step - loss: 0.3890 - accuracy: 0.8408
Epoch 191/500
450/450 [==============================] - 0s 785us/step - loss: 0.3894 - accuracy: 0.8390
Epoch 192/500
450/450 [==============================] - 0s 780us/step - loss: 0.3888 - accuracy: 0.8428
Epoch 193/500
450/450 [==============================] - 0s 812us/step - loss: 0.3890 - accuracy: 0.8400
Epoch 194/500
450/450 [==============================] - 0s 788us/step - loss: 0.3892 - accuracy: 0.8415
Epoch 195/500
450/450 [==============================] - 0s 781us/step - loss: 0.3895 - accuracy: 0.8407
Epoch 196/500
450/450 [==============================] - 0s 885us/step - loss: 0.3894 - accuracy: 0.8418
Epoch 197/500
450/450 [==============================] - 0s 779us/step - loss: 0.3888 - accuracy: 0.8393
Epoch 198/500
450/450 [==============================] - 0s 811us/step - loss: 0.3892 - accuracy: 0.8410
Epoch 199/500
450/450 [==============================] - 0s 794us/step - loss: 0.3893 - accuracy: 0.8413
Epoch 200/500
450/450 [==============================] - 0s 780us/step - loss: 0.3892 - accuracy: 0.8410
Epoch 201/500
450/450 [==============================] - 0s 816us/step - loss: 0.3894 - accuracy: 0.8419
Epoch 202/500
450/450 [==============================] - 0s 777us/step - loss: 0.3886 - accuracy: 0.84030s - loss: 0.3916 - accuracy: 0.83
Epoch 203/500
450/450 [==============================] - 0s 784us/step - loss: 0.3892 - accuracy: 0.8418
Epoch 204/500
450/450 [==============================] - 0s 806us/step - loss: 0.3891 - accuracy: 0.8426
Epoch 205/500
450/450 [==============================] - 0s 788us/step - loss: 0.3893 - accuracy: 0.8413
Epoch 206/500
450/450 [==============================] - 0s 794us/step - loss: 0.3888 - accuracy: 0.8413
Epoch 207/500
450/450 [==============================] - 0s 808us/step - loss: 0.3887 - accuracy: 0.8421
Epoch 208/500
450/450 [==============================] - 0s 789us/step - loss: 0.3889 - accuracy: 0.8415
Epoch 209/500
450/450 [==============================] - 0s 788us/step - loss: 0.3884 - accuracy: 0.8429
Epoch 210/500
450/450 [==============================] - 0s 806us/step - loss: 0.3893 - accuracy: 0.8415
Epoch 211/500
450/450 [==============================] - 0s 806us/step - loss: 0.3894 - accuracy: 0.8422
Epoch 212/500
450/450 [==============================] - 0s 805us/step - loss: 0.3890 - accuracy: 0.8421
Epoch 213/500
450/450 [==============================] - 0s 778us/step - loss: 0.3890 - accuracy: 0.8415
Epoch 214/500
450/450 [==============================] - 0s 783us/step - loss: 0.3890 - accuracy: 0.8417
Epoch 215/500
450/450 [==============================] - 0s 804us/step - loss: 0.3891 - accuracy: 0.8422
Epoch 216/500
450/450 [==============================] - 0s 817us/step - loss: 0.3888 - accuracy: 0.8417
Epoch 217/500
450/450 [==============================] - 0s 795us/step - loss: 0.3891 - accuracy: 0.8415
Epoch 218/500
450/450 [==============================] - 0s 807us/step - loss: 0.3882 - accuracy: 0.8418
Epoch 219/500
450/450 [==============================] - 0s 789us/step - loss: 0.3892 - accuracy: 0.8413
Epoch 220/500
450/450 [==============================] - 0s 803us/step - loss: 0.3886 - accuracy: 0.8428
Epoch 221/500
450/450 [==============================] - 0s 801us/step - loss: 0.3892 - accuracy: 0.8411
Epoch 222/500
450/450 [==============================] - 0s 829us/step - loss: 0.3888 - accuracy: 0.8415
Epoch 223/500
450/450 [==============================] - 0s 887us/step - loss: 0.3887 - accuracy: 0.8408
Epoch 224/500
450/450 [==============================] - 0s 789us/step - loss: 0.3884 - accuracy: 0.8428
Epoch 225/500
450/450 [==============================] - 0s 788us/step - loss: 0.3889 - accuracy: 0.84180s - loss: 0.3918 - accura
Epoch 226/500
450/450 [==============================] - 0s 794us/step - loss: 0.3894 - accuracy: 0.8417
Epoch 227/500
450/450 [==============================] - 0s 791us/step - loss: 0.3885 - accuracy: 0.8415
Epoch 228/500
450/450 [==============================] - 0s 790us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 229/500
450/450 [==============================] - 0s 815us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 230/500
450/450 [==============================] - 0s 798us/step - loss: 0.3887 - accuracy: 0.8411
Epoch 231/500
450/450 [==============================] - 0s 836us/step - loss: 0.3885 - accuracy: 0.8421
Epoch 232/500
450/450 [==============================] - 0s 788us/step - loss: 0.3888 - accuracy: 0.8401
Epoch 233/500
450/450 [==============================] - 0s 776us/step - loss: 0.3887 - accuracy: 0.8424
Epoch 234/500
450/450 [==============================] - 0s 813us/step - loss: 0.3893 - accuracy: 0.8408
Epoch 235/500
450/450 [==============================] - 0s 802us/step - loss: 0.3886 - accuracy: 0.8422
Epoch 236/500
450/450 [==============================] - 0s 782us/step - loss: 0.3891 - accuracy: 0.8422
Epoch 237/500
450/450 [==============================] - 0s 851us/step - loss: 0.3888 - accuracy: 0.8415
Epoch 238/500
450/450 [==============================] - 0s 809us/step - loss: 0.3891 - accuracy: 0.8417
Epoch 239/500
450/450 [==============================] - 0s 804us/step - loss: 0.3889 - accuracy: 0.8414
Epoch 240/500
450/450 [==============================] - 0s 799us/step - loss: 0.3891 - accuracy: 0.8433
Epoch 241/500
450/450 [==============================] - 0s 782us/step - loss: 0.3891 - accuracy: 0.8413
Epoch 242/500
450/450 [==============================] - 0s 819us/step - loss: 0.3887 - accuracy: 0.8400
Epoch 243/500
450/450 [==============================] - 0s 787us/step - loss: 0.3892 - accuracy: 0.8428
Epoch 244/500
450/450 [==============================] - 0s 783us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 245/500
450/450 [==============================] - 0s 800us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 246/500
450/450 [==============================] - 0s 782us/step - loss: 0.3888 - accuracy: 0.8417
Epoch 247/500
450/450 [==============================] - 0s 778us/step - loss: 0.3892 - accuracy: 0.8414
Epoch 248/500
450/450 [==============================] - 0s 799us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 249/500
450/450 [==============================] - 0s 796us/step - loss: 0.3889 - accuracy: 0.8419
Epoch 250/500
450/450 [==============================] - 0s 780us/step - loss: 0.3890 - accuracy: 0.8404
Epoch 251/500
450/450 [==============================] - 0s 797us/step - loss: 0.3891 - accuracy: 0.8421
Epoch 252/500
450/450 [==============================] - 0s 791us/step - loss: 0.3887 - accuracy: 0.8404
Epoch 253/500
450/450 [==============================] - 0s 802us/step - loss: 0.3885 - accuracy: 0.8424
Epoch 254/500
450/450 [==============================] - 0s 782us/step - loss: 0.3893 - accuracy: 0.8413
Epoch 255/500
450/450 [==============================] - 0s 777us/step - loss: 0.3886 - accuracy: 0.8414
Epoch 256/500
450/450 [==============================] - 0s 804us/step - loss: 0.3889 - accuracy: 0.8417
Epoch 257/500
450/450 [==============================] - 0s 787us/step - loss: 0.3890 - accuracy: 0.8408
Epoch 258/500
450/450 [==============================] - 0s 787us/step - loss: 0.3888 - accuracy: 0.8401
Epoch 259/500
450/450 [==============================] - 0s 806us/step - loss: 0.3890 - accuracy: 0.8410
Epoch 260/500
450/450 [==============================] - 0s 779us/step - loss: 0.3891 - accuracy: 0.8410
Epoch 261/500
450/450 [==============================] - 0s 797us/step - loss: 0.3888 - accuracy: 0.8408
Epoch 262/500
450/450 [==============================] - 0s 806us/step - loss: 0.3889 - accuracy: 0.8410
Epoch 263/500
450/450 [==============================] - 0s 783us/step - loss: 0.3890 - accuracy: 0.8404
Epoch 264/500
450/450 [==============================] - 0s 794us/step - loss: 0.3885 - accuracy: 0.8419
Epoch 265/500
450/450 [==============================] - 0s 803us/step - loss: 0.3890 - accuracy: 0.8411
Epoch 266/500
450/450 [==============================] - 0s 777us/step - loss: 0.3895 - accuracy: 0.8415
Epoch 267/500
450/450 [==============================] - 0s 800us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 268/500
450/450 [==============================] - 0s 789us/step - loss: 0.3891 - accuracy: 0.8410
Epoch 269/500
450/450 [==============================] - 0s 779us/step - loss: 0.3889 - accuracy: 0.8403
Epoch 270/500
450/450 [==============================] - 0s 806us/step - loss: 0.3889 - accuracy: 0.8414
Epoch 271/500
450/450 [==============================] - 0s 782us/step - loss: 0.3886 - accuracy: 0.8408
Epoch 272/500
450/450 [==============================] - 0s 788us/step - loss: 0.3884 - accuracy: 0.8415
Epoch 273/500
450/450 [==============================] - 0s 830us/step - loss: 0.3883 - accuracy: 0.8424
Epoch 274/500
450/450 [==============================] - 0s 781us/step - loss: 0.3887 - accuracy: 0.8415
Epoch 275/500
450/450 [==============================] - 0s 781us/step - loss: 0.3890 - accuracy: 0.8403
Epoch 276/500
450/450 [==============================] - 0s 804us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 277/500
450/450 [==============================] - 0s 784us/step - loss: 0.3884 - accuracy: 0.8408
Epoch 278/500
450/450 [==============================] - 0s 779us/step - loss: 0.3889 - accuracy: 0.8408
Epoch 279/500
450/450 [==============================] - 0s 824us/step - loss: 0.3887 - accuracy: 0.8408
Epoch 280/500
450/450 [==============================] - 0s 779us/step - loss: 0.3890 - accuracy: 0.8407
Epoch 281/500
450/450 [==============================] - 0s 800us/step - loss: 0.3888 - accuracy: 0.8415
Epoch 282/500
450/450 [==============================] - 0s 784us/step - loss: 0.3893 - accuracy: 0.8403
Epoch 283/500
450/450 [==============================] - 0s 800us/step - loss: 0.3888 - accuracy: 0.8408
Epoch 284/500
450/450 [==============================] - 0s 796us/step - loss: 0.3885 - accuracy: 0.8417
Epoch 285/500
450/450 [==============================] - 0s 779us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 286/500
450/450 [==============================] - 0s 786us/step - loss: 0.3886 - accuracy: 0.8410
Epoch 287/500
450/450 [==============================] - 0s 808us/step - loss: 0.3889 - accuracy: 0.8418
Epoch 288/500
450/450 [==============================] - 0s 785us/step - loss: 0.3892 - accuracy: 0.8419
Epoch 289/500
450/450 [==============================] - 0s 799us/step - loss: 0.3887 - accuracy: 0.8408
Epoch 290/500
450/450 [==============================] - 0s 811us/step - loss: 0.3891 - accuracy: 0.8413
Epoch 291/500
450/450 [==============================] - 0s 787us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 292/500
450/450 [==============================] - 0s 796us/step - loss: 0.3890 - accuracy: 0.8401
Epoch 293/500
450/450 [==============================] - 0s 824us/step - loss: 0.3886 - accuracy: 0.8415
Epoch 294/500
450/450 [==============================] - 0s 782us/step - loss: 0.3888 - accuracy: 0.8410
Epoch 295/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3893 - accuracy: 0.8415
Epoch 296/500
450/450 [==============================] - 0s 805us/step - loss: 0.3888 - accuracy: 0.8421
Epoch 297/500
450/450 [==============================] - 0s 788us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 298/500
450/450 [==============================] - 0s 803us/step - loss: 0.3891 - accuracy: 0.8419
Epoch 299/500
450/450 [==============================] - 0s 787us/step - loss: 0.3885 - accuracy: 0.8435
Epoch 300/500
450/450 [==============================] - 0s 811us/step - loss: 0.3890 - accuracy: 0.8418
Epoch 301/500
450/450 [==============================] - 0s 789us/step - loss: 0.3887 - accuracy: 0.8428
Epoch 302/500
450/450 [==============================] - 0s 779us/step - loss: 0.3890 - accuracy: 0.8400
Epoch 303/500
450/450 [==============================] - 0s 818us/step - loss: 0.3888 - accuracy: 0.8408
Epoch 304/500
450/450 [==============================] - 0s 804us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 305/500
450/450 [==============================] - 0s 779us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 306/500
450/450 [==============================] - 0s 821us/step - loss: 0.3882 - accuracy: 0.8400
Epoch 307/500
450/450 [==============================] - 0s 792us/step - loss: 0.3892 - accuracy: 0.8408
Epoch 308/500
450/450 [==============================] - 0s 777us/step - loss: 0.3886 - accuracy: 0.8414
Epoch 309/500
450/450 [==============================] - 0s 802us/step - loss: 0.3891 - accuracy: 0.8426
Epoch 310/500
450/450 [==============================] - 0s 790us/step - loss: 0.3886 - accuracy: 0.8432
Epoch 311/500
450/450 [==============================] - 0s 813us/step - loss: 0.3885 - accuracy: 0.8410
Epoch 312/500
450/450 [==============================] - 0s 858us/step - loss: 0.3890 - accuracy: 0.8397
Epoch 313/500
450/450 [==============================] - 0s 838us/step - loss: 0.3882 - accuracy: 0.8417
Epoch 314/500
450/450 [==============================] - 0s 804us/step - loss: 0.3887 - accuracy: 0.8403
Epoch 315/500
450/450 [==============================] - 0s 807us/step - loss: 0.3890 - accuracy: 0.8417
Epoch 316/500
450/450 [==============================] - 0s 816us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 317/500
450/450 [==============================] - 0s 831us/step - loss: 0.3886 - accuracy: 0.8411
Epoch 318/500
450/450 [==============================] - 0s 837us/step - loss: 0.3891 - accuracy: 0.8403
Epoch 319/500
450/450 [==============================] - 0s 797us/step - loss: 0.3888 - accuracy: 0.8393
Epoch 320/500
450/450 [==============================] - 0s 791us/step - loss: 0.3888 - accuracy: 0.8429
Epoch 321/500
450/450 [==============================] - 0s 778us/step - loss: 0.3886 - accuracy: 0.8431
Epoch 322/500
450/450 [==============================] - 0s 808us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 323/500
450/450 [==============================] - 0s 784us/step - loss: 0.3890 - accuracy: 0.8410
Epoch 324/500
450/450 [==============================] - 0s 782us/step - loss: 0.3888 - accuracy: 0.8415
Epoch 325/500
450/450 [==============================] - 0s 822us/step - loss: 0.3889 - accuracy: 0.8394
Epoch 326/500
450/450 [==============================] - 0s 784us/step - loss: 0.3889 - accuracy: 0.8400
Epoch 327/500
450/450 [==============================] - 0s 800us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 328/500
450/450 [==============================] - 0s 817us/step - loss: 0.3889 - accuracy: 0.8399
Epoch 329/500
450/450 [==============================] - 0s 788us/step - loss: 0.3883 - accuracy: 0.8425
Epoch 330/500
450/450 [==============================] - 0s 781us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 331/500
450/450 [==============================] - 0s 823us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 332/500
450/450 [==============================] - 0s 787us/step - loss: 0.3884 - accuracy: 0.8425
Epoch 333/500
450/450 [==============================] - 0s 804us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 334/500
450/450 [==============================] - 0s 812us/step - loss: 0.3891 - accuracy: 0.8414
Epoch 335/500
450/450 [==============================] - 0s 843us/step - loss: 0.3886 - accuracy: 0.8406
Epoch 336/500
450/450 [==============================] - 0s 805us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 337/500
450/450 [==============================] - 0s 782us/step - loss: 0.3885 - accuracy: 0.8396
Epoch 338/500
450/450 [==============================] - 0s 794us/step - loss: 0.3887 - accuracy: 0.8415
Epoch 339/500
450/450 [==============================] - 0s 809us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 340/500
450/450 [==============================] - 0s 921us/step - loss: 0.3881 - accuracy: 0.8431
Epoch 341/500
450/450 [==============================] - 0s 891us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 342/500
450/450 [==============================] - 0s 785us/step - loss: 0.3889 - accuracy: 0.8401
Epoch 343/500
450/450 [==============================] - 0s 784us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 344/500
450/450 [==============================] - 0s 809us/step - loss: 0.3884 - accuracy: 0.8414
Epoch 345/500
450/450 [==============================] - 0s 793us/step - loss: 0.3883 - accuracy: 0.8410
Epoch 346/500
450/450 [==============================] - 0s 780us/step - loss: 0.3890 - accuracy: 0.8403
Epoch 347/500
450/450 [==============================] - 0s 793us/step - loss: 0.3881 - accuracy: 0.8407
Epoch 348/500
450/450 [==============================] - 0s 797us/step - loss: 0.3887 - accuracy: 0.8399
Epoch 349/500
450/450 [==============================] - 0s 789us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 350/500
450/450 [==============================] - 0s 797us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 351/500
450/450 [==============================] - 0s 788us/step - loss: 0.3890 - accuracy: 0.8413
Epoch 352/500
450/450 [==============================] - 0s 792us/step - loss: 0.3887 - accuracy: 0.8400
Epoch 353/500
450/450 [==============================] - 0s 783us/step - loss: 0.3883 - accuracy: 0.8417
Epoch 354/500
450/450 [==============================] - 0s 788us/step - loss: 0.3889 - accuracy: 0.8417
Epoch 355/500
450/450 [==============================] - 0s 813us/step - loss: 0.3884 - accuracy: 0.8439
Epoch 356/500
450/450 [==============================] - 0s 778us/step - loss: 0.3883 - accuracy: 0.8399
Epoch 357/500
450/450 [==============================] - 0s 779us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 358/500
450/450 [==============================] - 0s 794us/step - loss: 0.3888 - accuracy: 0.8400
Epoch 359/500
450/450 [==============================] - 0s 793us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 360/500
450/450 [==============================] - 0s 785us/step - loss: 0.3889 - accuracy: 0.8399
Epoch 361/500
450/450 [==============================] - 0s 874us/step - loss: 0.3886 - accuracy: 0.8408
Epoch 362/500
450/450 [==============================] - 0s 786us/step - loss: 0.3886 - accuracy: 0.8404
Epoch 363/500
450/450 [==============================] - 0s 794us/step - loss: 0.3882 - accuracy: 0.83960s - loss: 0.3827 - accura
Epoch 364/500
450/450 [==============================] - 0s 790us/step - loss: 0.3885 - accuracy: 0.8411
Epoch 365/500
450/450 [==============================] - 0s 791us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 366/500
450/450 [==============================] - 0s 791us/step - loss: 0.3886 - accuracy: 0.8419
Epoch 367/500
450/450 [==============================] - 0s 783us/step - loss: 0.3886 - accuracy: 0.8407
Epoch 368/500
450/450 [==============================] - 0s 790us/step - loss: 0.3882 - accuracy: 0.8414
Epoch 369/500
450/450 [==============================] - 0s 786us/step - loss: 0.3889 - accuracy: 0.8403
Epoch 370/500
450/450 [==============================] - 0s 787us/step - loss: 0.3881 - accuracy: 0.8415
Epoch 371/500
450/450 [==============================] - 0s 795us/step - loss: 0.3886 - accuracy: 0.8421
Epoch 372/500
450/450 [==============================] - 0s 801us/step - loss: 0.3888 - accuracy: 0.8410
Epoch 373/500
450/450 [==============================] - 0s 793us/step - loss: 0.3886 - accuracy: 0.8419
Epoch 374/500
450/450 [==============================] - 0s 795us/step - loss: 0.3892 - accuracy: 0.8417
Epoch 375/500
450/450 [==============================] - 0s 803us/step - loss: 0.3886 - accuracy: 0.8429
Epoch 376/500
450/450 [==============================] - 0s 813us/step - loss: 0.3882 - accuracy: 0.8404
Epoch 377/500
450/450 [==============================] - 0s 807us/step - loss: 0.3885 - accuracy: 0.8404
Epoch 378/500
450/450 [==============================] - 0s 801us/step - loss: 0.3888 - accuracy: 0.8429
Epoch 379/500
450/450 [==============================] - 0s 780us/step - loss: 0.3888 - accuracy: 0.8401
Epoch 380/500
450/450 [==============================] - 0s 802us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 381/500
450/450 [==============================] - 0s 782us/step - loss: 0.3891 - accuracy: 0.8421
Epoch 382/500
450/450 [==============================] - 0s 802us/step - loss: 0.3886 - accuracy: 0.8407
Epoch 383/500
450/450 [==============================] - 0s 808us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 384/500
450/450 [==============================] - 0s 783us/step - loss: 0.3884 - accuracy: 0.8414
Epoch 385/500
450/450 [==============================] - 0s 790us/step - loss: 0.3889 - accuracy: 0.8399
Epoch 386/500
450/450 [==============================] - 0s 810us/step - loss: 0.3886 - accuracy: 0.8410
Epoch 387/500
450/450 [==============================] - 0s 778us/step - loss: 0.3888 - accuracy: 0.8425
Epoch 388/500
450/450 [==============================] - 0s 784us/step - loss: 0.3889 - accuracy: 0.8406
Epoch 389/500
450/450 [==============================] - 0s 814us/step - loss: 0.3886 - accuracy: 0.8433
Epoch 390/500
450/450 [==============================] - 0s 792us/step - loss: 0.3885 - accuracy: 0.8411
Epoch 391/500
450/450 [==============================] - 0s 844us/step - loss: 0.3888 - accuracy: 0.8397
Epoch 392/500
450/450 [==============================] - 0s 782us/step - loss: 0.3890 - accuracy: 0.8417
Epoch 393/500
450/450 [==============================] - 0s 781us/step - loss: 0.3887 - accuracy: 0.8399
Epoch 394/500
450/450 [==============================] - 0s 867us/step - loss: 0.3887 - accuracy: 0.84100s - loss: 0.3918 - accuracy: 0.
Epoch 395/500
450/450 [==============================] - 0s 805us/step - loss: 0.3883 - accuracy: 0.8428
Epoch 396/500
450/450 [==============================] - 0s 832us/step - loss: 0.3887 - accuracy: 0.8400
Epoch 397/500
450/450 [==============================] - 0s 810us/step - loss: 0.3888 - accuracy: 0.8415
Epoch 398/500
450/450 [==============================] - 0s 803us/step - loss: 0.3883 - accuracy: 0.8422
Epoch 399/500
450/450 [==============================] - 0s 820us/step - loss: 0.3879 - accuracy: 0.8404
Epoch 400/500
450/450 [==============================] - 0s 902us/step - loss: 0.3888 - accuracy: 0.8408
Epoch 401/500
450/450 [==============================] - 0s 793us/step - loss: 0.3887 - accuracy: 0.8425
Epoch 402/500
450/450 [==============================] - 0s 794us/step - loss: 0.3884 - accuracy: 0.8404
Epoch 403/500
450/450 [==============================] - 0s 780us/step - loss: 0.3888 - accuracy: 0.8394
Epoch 404/500
450/450 [==============================] - 0s 795us/step - loss: 0.3881 - accuracy: 0.8406
Epoch 405/500
450/450 [==============================] - 0s 803us/step - loss: 0.3885 - accuracy: 0.8431
Epoch 406/500
450/450 [==============================] - 0s 794us/step - loss: 0.3887 - accuracy: 0.8397
Epoch 407/500
450/450 [==============================] - 0s 786us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 408/500
450/450 [==============================] - 0s 808us/step - loss: 0.3892 - accuracy: 0.8408
Epoch 409/500
450/450 [==============================] - 0s 791us/step - loss: 0.3887 - accuracy: 0.8399
Epoch 410/500
450/450 [==============================] - 0s 824us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 411/500
450/450 [==============================] - 0s 787us/step - loss: 0.3891 - accuracy: 0.8410
Epoch 412/500
450/450 [==============================] - 0s 775us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 413/500
450/450 [==============================] - 0s 819us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 414/500
450/450 [==============================] - 0s 801us/step - loss: 0.3888 - accuracy: 0.8410
Epoch 415/500
450/450 [==============================] - 0s 782us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 416/500
450/450 [==============================] - 0s 792us/step - loss: 0.3884 - accuracy: 0.8417
Epoch 417/500
450/450 [==============================] - 0s 789us/step - loss: 0.3884 - accuracy: 0.8403
Epoch 418/500
450/450 [==============================] - 0s 783us/step - loss: 0.3886 - accuracy: 0.8407
Epoch 419/500
450/450 [==============================] - 0s 805us/step - loss: 0.3884 - accuracy: 0.8411
Epoch 420/500
450/450 [==============================] - 0s 789us/step - loss: 0.3886 - accuracy: 0.8396
Epoch 421/500
450/450 [==============================] - 0s 808us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 422/500
450/450 [==============================] - 0s 778us/step - loss: 0.3882 - accuracy: 0.8396
Epoch 423/500
450/450 [==============================] - 0s 788us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 424/500
450/450 [==============================] - 0s 813us/step - loss: 0.3880 - accuracy: 0.8414
Epoch 425/500
450/450 [==============================] - 0s 782us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 426/500
450/450 [==============================] - 0s 783us/step - loss: 0.3886 - accuracy: 0.8411
Epoch 427/500
450/450 [==============================] - 0s 818us/step - loss: 0.3892 - accuracy: 0.8418
Epoch 428/500
450/450 [==============================] - 0s 779us/step - loss: 0.3882 - accuracy: 0.8424
Epoch 429/500
450/450 [==============================] - 0s 777us/step - loss: 0.3886 - accuracy: 0.8404
Epoch 430/500
450/450 [==============================] - 0s 813us/step - loss: 0.3884 - accuracy: 0.8426
Epoch 431/500
450/450 [==============================] - 0s 782us/step - loss: 0.3884 - accuracy: 0.8422
Epoch 432/500
450/450 [==============================] - 0s 796us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 433/500
450/450 [==============================] - 0s 777us/step - loss: 0.3882 - accuracy: 0.8414
Epoch 434/500
450/450 [==============================] - 0s 782us/step - loss: 0.3891 - accuracy: 0.8403
Epoch 435/500
450/450 [==============================] - 0s 785us/step - loss: 0.3886 - accuracy: 0.8415
Epoch 436/500
450/450 [==============================] - 0s 799us/step - loss: 0.3887 - accuracy: 0.8410
Epoch 437/500
450/450 [==============================] - 0s 784us/step - loss: 0.3879 - accuracy: 0.8410
Epoch 438/500
450/450 [==============================] - 0s 812us/step - loss: 0.3881 - accuracy: 0.8411
Epoch 439/500
450/450 [==============================] - 0s 782us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 440/500
450/450 [==============================] - 0s 779us/step - loss: 0.3891 - accuracy: 0.8408
Epoch 441/500
450/450 [==============================] - 0s 808us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 442/500
450/450 [==============================] - 0s 802us/step - loss: 0.3889 - accuracy: 0.8413
Epoch 443/500
450/450 [==============================] - 0s 777us/step - loss: 0.3885 - accuracy: 0.8414
Epoch 444/500
450/450 [==============================] - 0s 812us/step - loss: 0.3885 - accuracy: 0.8415
Epoch 445/500
450/450 [==============================] - 0s 791us/step - loss: 0.3886 - accuracy: 0.84220s - loss: 0.3872 - accuracy: 0.
Epoch 446/500
450/450 [==============================] - 0s 815us/step - loss: 0.3888 - accuracy: 0.8411
Epoch 447/500
450/450 [==============================] - 0s 780us/step - loss: 0.3879 - accuracy: 0.8394
Epoch 448/500
450/450 [==============================] - 0s 791us/step - loss: 0.3881 - accuracy: 0.8407
Epoch 449/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3882 - accuracy: 0.8399
Epoch 450/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3876 - accuracy: 0.8407
Epoch 451/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8407
Epoch 452/500
450/450 [==============================] - 0s 884us/step - loss: 0.3875 - accuracy: 0.8425
Epoch 453/500
450/450 [==============================] - 0s 963us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 454/500
450/450 [==============================] - 0s 902us/step - loss: 0.3872 - accuracy: 0.8424
Epoch 455/500
450/450 [==============================] - 0s 839us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 456/500
450/450 [==============================] - 0s 814us/step - loss: 0.3872 - accuracy: 0.8429
Epoch 457/500
450/450 [==============================] - 0s 945us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 458/500
450/450 [==============================] - 0s 841us/step - loss: 0.3873 - accuracy: 0.8417
Epoch 459/500
450/450 [==============================] - 0s 788us/step - loss: 0.3871 - accuracy: 0.8406
Epoch 460/500
450/450 [==============================] - 0s 822us/step - loss: 0.3869 - accuracy: 0.8413
Epoch 461/500
450/450 [==============================] - 0s 790us/step - loss: 0.3864 - accuracy: 0.8419
Epoch 462/500
450/450 [==============================] - 0s 832us/step - loss: 0.3865 - accuracy: 0.8435
Epoch 463/500
450/450 [==============================] - 0s 830us/step - loss: 0.3864 - accuracy: 0.8418
Epoch 464/500
450/450 [==============================] - 0s 915us/step - loss: 0.3862 - accuracy: 0.8426
Epoch 465/500
450/450 [==============================] - 0s 835us/step - loss: 0.3860 - accuracy: 0.8419
Epoch 466/500
450/450 [==============================] - 0s 819us/step - loss: 0.3857 - accuracy: 0.8429
Epoch 467/500
450/450 [==============================] - 0s 780us/step - loss: 0.3857 - accuracy: 0.8425
Epoch 468/500
450/450 [==============================] - 0s 785us/step - loss: 0.3854 - accuracy: 0.8436
Epoch 469/500
450/450 [==============================] - 0s 802us/step - loss: 0.3853 - accuracy: 0.8438
Epoch 470/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3846 - accuracy: 0.8428: 0s - loss: 0.3899 - accura
Epoch 471/500
450/450 [==============================] - 0s 809us/step - loss: 0.3844 - accuracy: 0.8433
Epoch 472/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3838 - accuracy: 0.8411
Epoch 473/500
450/450 [==============================] - 0s 782us/step - loss: 0.3834 - accuracy: 0.8429
Epoch 474/500
450/450 [==============================] - 0s 828us/step - loss: 0.3837 - accuracy: 0.8403
Epoch 475/500
450/450 [==============================] - 0s 787us/step - loss: 0.3832 - accuracy: 0.8442
Epoch 476/500
450/450 [==============================] - 0s 879us/step - loss: 0.3822 - accuracy: 0.8414
Epoch 477/500
450/450 [==============================] - 0s 868us/step - loss: 0.3820 - accuracy: 0.8438
Epoch 478/500
450/450 [==============================] - 0s 843us/step - loss: 0.3810 - accuracy: 0.8414
Epoch 479/500
450/450 [==============================] - 0s 807us/step - loss: 0.3801 - accuracy: 0.8415
Epoch 480/500
450/450 [==============================] - 0s 785us/step - loss: 0.3799 - accuracy: 0.84180s - loss: 0.3805 - accuracy: 0.
Epoch 481/500
450/450 [==============================] - 0s 783us/step - loss: 0.3801 - accuracy: 0.8417
Epoch 482/500
450/450 [==============================] - 0s 809us/step - loss: 0.3788 - accuracy: 0.8422
Epoch 483/500
450/450 [==============================] - 0s 788us/step - loss: 0.3788 - accuracy: 0.8414
Epoch 484/500
450/450 [==============================] - 0s 786us/step - loss: 0.3782 - accuracy: 0.8424
Epoch 485/500
450/450 [==============================] - 0s 833us/step - loss: 0.3780 - accuracy: 0.8426
Epoch 486/500
450/450 [==============================] - 0s 783us/step - loss: 0.3774 - accuracy: 0.8415
Epoch 487/500
450/450 [==============================] - 0s 803us/step - loss: 0.3770 - accuracy: 0.8450
Epoch 488/500
450/450 [==============================] - 0s 789us/step - loss: 0.3776 - accuracy: 0.8442
Epoch 489/500
450/450 [==============================] - 0s 809us/step - loss: 0.3762 - accuracy: 0.8449
Epoch 490/500
450/450 [==============================] - 0s 820us/step - loss: 0.3762 - accuracy: 0.8439
Epoch 491/500
450/450 [==============================] - 0s 778us/step - loss: 0.3752 - accuracy: 0.8460
Epoch 492/500
450/450 [==============================] - 0s 783us/step - loss: 0.3746 - accuracy: 0.8449
Epoch 493/500
450/450 [==============================] - 0s 829us/step - loss: 0.3732 - accuracy: 0.8451
Epoch 494/500
450/450 [==============================] - 0s 785us/step - loss: 0.3722 - accuracy: 0.8447
Epoch 495/500
450/450 [==============================] - 0s 790us/step - loss: 0.3708 - accuracy: 0.8435
Epoch 496/500
450/450 [==============================] - 0s 782us/step - loss: 0.3695 - accuracy: 0.8450
Epoch 497/500
450/450 [==============================] - 0s 777us/step - loss: 0.3679 - accuracy: 0.8438
Epoch 498/500
450/450 [==============================] - 0s 815us/step - loss: 0.3669 - accuracy: 0.84400s - loss: 0.3683 - accuracy: 0.
Epoch 499/500
450/450 [==============================] - 0s 786us/step - loss: 0.3657 - accuracy: 0.8464
Epoch 500/500
450/450 [==============================] - 0s 778us/step - loss: 0.3641 - accuracy: 0.8458
Epoch 1/500
450/450 [==============================] - 0s 823us/step - loss: 0.5480 - accuracy: 0.7950
Epoch 2/500
450/450 [==============================] - 0s 840us/step - loss: 0.4403 - accuracy: 0.7953
Epoch 3/500
450/450 [==============================] - 0s 831us/step - loss: 0.4328 - accuracy: 0.7953
Epoch 4/500
450/450 [==============================] - 0s 825us/step - loss: 0.4281 - accuracy: 0.7953
Epoch 5/500
450/450 [==============================] - 0s 875us/step - loss: 0.4250 - accuracy: 0.7974
Epoch 6/500
450/450 [==============================] - 0s 835us/step - loss: 0.4219 - accuracy: 0.8229
Epoch 7/500
450/450 [==============================] - 0s 825us/step - loss: 0.4202 - accuracy: 0.8243
Epoch 8/500
450/450 [==============================] - 0s 859us/step - loss: 0.4186 - accuracy: 0.8257
Epoch 9/500
450/450 [==============================] - 0s 838us/step - loss: 0.4174 - accuracy: 0.8267
Epoch 10/500
450/450 [==============================] - 0s 848us/step - loss: 0.4162 - accuracy: 0.8286
Epoch 11/500
450/450 [==============================] - 0s 828us/step - loss: 0.4151 - accuracy: 0.8296
Epoch 12/500
450/450 [==============================] - 0s 836us/step - loss: 0.4142 - accuracy: 0.8311
Epoch 13/500
450/450 [==============================] - 0s 852us/step - loss: 0.4136 - accuracy: 0.8324
Epoch 14/500
450/450 [==============================] - 0s 827us/step - loss: 0.4121 - accuracy: 0.8333
Epoch 15/500
450/450 [==============================] - 0s 825us/step - loss: 0.4118 - accuracy: 0.8344
Epoch 16/500
450/450 [==============================] - 0s 856us/step - loss: 0.4107 - accuracy: 0.8333
Epoch 17/500
450/450 [==============================] - 0s 824us/step - loss: 0.4096 - accuracy: 0.8360
Epoch 18/500
450/450 [==============================] - 0s 841us/step - loss: 0.4082 - accuracy: 0.8339
Epoch 19/500
450/450 [==============================] - 0s 841us/step - loss: 0.4073 - accuracy: 0.8347
Epoch 20/500
450/450 [==============================] - 0s 822us/step - loss: 0.4068 - accuracy: 0.8353
Epoch 21/500
450/450 [==============================] - 0s 946us/step - loss: 0.4059 - accuracy: 0.8358
Epoch 22/500
450/450 [==============================] - 0s 793us/step - loss: 0.4058 - accuracy: 0.8353
Epoch 23/500
450/450 [==============================] - 0s 802us/step - loss: 0.4050 - accuracy: 0.8357
Epoch 24/500
450/450 [==============================] - 0s 799us/step - loss: 0.4048 - accuracy: 0.8356
Epoch 25/500
450/450 [==============================] - 0s 782us/step - loss: 0.4039 - accuracy: 0.8347
Epoch 26/500
450/450 [==============================] - 0s 805us/step - loss: 0.4037 - accuracy: 0.8367
Epoch 27/500
450/450 [==============================] - 0s 791us/step - loss: 0.4033 - accuracy: 0.8367
Epoch 28/500
450/450 [==============================] - 0s 856us/step - loss: 0.4025 - accuracy: 0.8363
Epoch 29/500
450/450 [==============================] - 0s 889us/step - loss: 0.4024 - accuracy: 0.8361
Epoch 30/500
450/450 [==============================] - 0s 795us/step - loss: 0.4026 - accuracy: 0.8361
Epoch 31/500
450/450 [==============================] - 0s 811us/step - loss: 0.4021 - accuracy: 0.8367
Epoch 32/500
450/450 [==============================] - 0s 812us/step - loss: 0.4016 - accuracy: 0.8357
Epoch 33/500
450/450 [==============================] - 0s 796us/step - loss: 0.4019 - accuracy: 0.8374
Epoch 34/500
450/450 [==============================] - 0s 812us/step - loss: 0.4013 - accuracy: 0.8369
Epoch 35/500
450/450 [==============================] - 0s 805us/step - loss: 0.4013 - accuracy: 0.8367
Epoch 36/500
450/450 [==============================] - 0s 782us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 37/500
450/450 [==============================] - 0s 816us/step - loss: 0.4011 - accuracy: 0.8364
Epoch 38/500
450/450 [==============================] - 0s 796us/step - loss: 0.4008 - accuracy: 0.8372
Epoch 39/500
450/450 [==============================] - 0s 789us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 40/500
450/450 [==============================] - 0s 806us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 41/500
450/450 [==============================] - 0s 831us/step - loss: 0.4004 - accuracy: 0.8374
Epoch 42/500
450/450 [==============================] - 0s 926us/step - loss: 0.4002 - accuracy: 0.8364
Epoch 43/500
450/450 [==============================] - 0s 893us/step - loss: 0.4002 - accuracy: 0.8360
Epoch 44/500
450/450 [==============================] - 0s 928us/step - loss: 0.3998 - accuracy: 0.8385
Epoch 45/500
450/450 [==============================] - 0s 968us/step - loss: 0.3997 - accuracy: 0.8372
Epoch 46/500
450/450 [==============================] - 0s 917us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 47/500
450/450 [==============================] - 0s 863us/step - loss: 0.3999 - accuracy: 0.8383
Epoch 48/500
450/450 [==============================] - 0s 950us/step - loss: 0.3999 - accuracy: 0.8385
Epoch 49/500
450/450 [==============================] - 0s 856us/step - loss: 0.3999 - accuracy: 0.8381
Epoch 50/500
450/450 [==============================] - 0s 838us/step - loss: 0.4001 - accuracy: 0.8371
Epoch 51/500
450/450 [==============================] - 0s 925us/step - loss: 0.3997 - accuracy: 0.8381
Epoch 52/500
450/450 [==============================] - 0s 810us/step - loss: 0.4000 - accuracy: 0.8375
Epoch 53/500
450/450 [==============================] - 0s 812us/step - loss: 0.3994 - accuracy: 0.8358
Epoch 54/500
450/450 [==============================] - 0s 799us/step - loss: 0.4000 - accuracy: 0.8367
Epoch 55/500
450/450 [==============================] - 0s 808us/step - loss: 0.3997 - accuracy: 0.8369
Epoch 56/500
450/450 [==============================] - 0s 787us/step - loss: 0.3993 - accuracy: 0.8371
Epoch 57/500
450/450 [==============================] - 0s 797us/step - loss: 0.3998 - accuracy: 0.8365
Epoch 58/500
450/450 [==============================] - 0s 816us/step - loss: 0.3999 - accuracy: 0.8378
Epoch 59/500
450/450 [==============================] - 0s 788us/step - loss: 0.3995 - accuracy: 0.8386
Epoch 60/500
450/450 [==============================] - 0s 787us/step - loss: 0.3996 - accuracy: 0.8367
Epoch 61/500
450/450 [==============================] - 0s 813us/step - loss: 0.3995 - accuracy: 0.8364
Epoch 62/500
450/450 [==============================] - 0s 792us/step - loss: 0.3992 - accuracy: 0.8389
Epoch 63/500
450/450 [==============================] - 0s 815us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 64/500
450/450 [==============================] - 0s 783us/step - loss: 0.3990 - accuracy: 0.8386
Epoch 65/500
450/450 [==============================] - 0s 792us/step - loss: 0.3995 - accuracy: 0.8371
Epoch 66/500
450/450 [==============================] - 0s 811us/step - loss: 0.3990 - accuracy: 0.8369
Epoch 67/500
450/450 [==============================] - 0s 782us/step - loss: 0.3996 - accuracy: 0.8375
Epoch 68/500
450/450 [==============================] - 0s 819us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 69/500
450/450 [==============================] - 0s 826us/step - loss: 0.3994 - accuracy: 0.8371
Epoch 70/500
450/450 [==============================] - 0s 791us/step - loss: 0.3993 - accuracy: 0.8365
Epoch 71/500
450/450 [==============================] - 0s 790us/step - loss: 0.3992 - accuracy: 0.8369
Epoch 72/500
450/450 [==============================] - 0s 823us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 73/500
450/450 [==============================] - 0s 791us/step - loss: 0.3994 - accuracy: 0.8374
Epoch 74/500
450/450 [==============================] - 0s 824us/step - loss: 0.3993 - accuracy: 0.8364
Epoch 75/500
450/450 [==============================] - 0s 790us/step - loss: 0.3994 - accuracy: 0.8361
Epoch 76/500
450/450 [==============================] - 0s 785us/step - loss: 0.3993 - accuracy: 0.8374
Epoch 77/500
450/450 [==============================] - 0s 810us/step - loss: 0.3989 - accuracy: 0.83630s - loss: 0.3939 - accuracy
Epoch 78/500
450/450 [==============================] - 0s 795us/step - loss: 0.3989 - accuracy: 0.8374
Epoch 79/500
450/450 [==============================] - 0s 794us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 80/500
450/450 [==============================] - 0s 850us/step - loss: 0.3990 - accuracy: 0.8375
Epoch 81/500
450/450 [==============================] - 0s 790us/step - loss: 0.3989 - accuracy: 0.8368
Epoch 82/500
450/450 [==============================] - 0s 786us/step - loss: 0.3992 - accuracy: 0.8381
Epoch 83/500
450/450 [==============================] - 0s 816us/step - loss: 0.3990 - accuracy: 0.8372
Epoch 84/500
450/450 [==============================] - 0s 795us/step - loss: 0.3991 - accuracy: 0.8372
Epoch 85/500
450/450 [==============================] - 0s 822us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 86/500
450/450 [==============================] - 0s 792us/step - loss: 0.3990 - accuracy: 0.8379
Epoch 87/500
450/450 [==============================] - 0s 789us/step - loss: 0.3992 - accuracy: 0.8365
Epoch 88/500
450/450 [==============================] - 0s 808us/step - loss: 0.3989 - accuracy: 0.8379
Epoch 89/500
450/450 [==============================] - 0s 784us/step - loss: 0.3988 - accuracy: 0.8357
Epoch 90/500
450/450 [==============================] - 0s 793us/step - loss: 0.3989 - accuracy: 0.8360
Epoch 91/500
450/450 [==============================] - 0s 842us/step - loss: 0.3990 - accuracy: 0.8374
Epoch 92/500
450/450 [==============================] - 0s 796us/step - loss: 0.3988 - accuracy: 0.8360
Epoch 93/500
450/450 [==============================] - 0s 784us/step - loss: 0.3991 - accuracy: 0.8385
Epoch 94/500
450/450 [==============================] - 0s 812us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 95/500
450/450 [==============================] - 0s 793us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 96/500
450/450 [==============================] - 0s 804us/step - loss: 0.3986 - accuracy: 0.8382
Epoch 97/500
450/450 [==============================] - 0s 791us/step - loss: 0.3984 - accuracy: 0.8365
Epoch 98/500
450/450 [==============================] - 0s 794us/step - loss: 0.3989 - accuracy: 0.8376
Epoch 99/500
450/450 [==============================] - 0s 812us/step - loss: 0.3993 - accuracy: 0.8374
Epoch 100/500
450/450 [==============================] - 0s 808us/step - loss: 0.3988 - accuracy: 0.8396
Epoch 101/500
450/450 [==============================] - 0s 794us/step - loss: 0.3989 - accuracy: 0.8356
Epoch 102/500
450/450 [==============================] - 0s 815us/step - loss: 0.3988 - accuracy: 0.8367
Epoch 103/500
450/450 [==============================] - 0s 788us/step - loss: 0.3985 - accuracy: 0.8390
Epoch 104/500
450/450 [==============================] - 0s 786us/step - loss: 0.3990 - accuracy: 0.8378
Epoch 105/500
450/450 [==============================] - 0s 821us/step - loss: 0.3991 - accuracy: 0.8365
Epoch 106/500
450/450 [==============================] - 0s 796us/step - loss: 0.3988 - accuracy: 0.8386
Epoch 107/500
450/450 [==============================] - 0s 818us/step - loss: 0.3989 - accuracy: 0.8378
Epoch 108/500
450/450 [==============================] - 0s 801us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 109/500
450/450 [==============================] - 0s 789us/step - loss: 0.3989 - accuracy: 0.8375
Epoch 110/500
450/450 [==============================] - 0s 816us/step - loss: 0.3987 - accuracy: 0.8376
Epoch 111/500
450/450 [==============================] - 0s 791us/step - loss: 0.3989 - accuracy: 0.8394
Epoch 112/500
450/450 [==============================] - 0s 805us/step - loss: 0.3986 - accuracy: 0.8374
Epoch 113/500
450/450 [==============================] - 0s 813us/step - loss: 0.3989 - accuracy: 0.8368
Epoch 114/500
450/450 [==============================] - 0s 795us/step - loss: 0.3988 - accuracy: 0.8367
Epoch 115/500
450/450 [==============================] - 0s 802us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 116/500
450/450 [==============================] - 0s 819us/step - loss: 0.3987 - accuracy: 0.8381
Epoch 117/500
450/450 [==============================] - 0s 808us/step - loss: 0.3989 - accuracy: 0.8382
Epoch 118/500
450/450 [==============================] - 0s 815us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 119/500
450/450 [==============================] - 0s 801us/step - loss: 0.3989 - accuracy: 0.8356
Epoch 120/500
450/450 [==============================] - 0s 792us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 121/500
450/450 [==============================] - 0s 819us/step - loss: 0.3989 - accuracy: 0.8361
Epoch 122/500
450/450 [==============================] - 0s 798us/step - loss: 0.3989 - accuracy: 0.8388
Epoch 123/500
450/450 [==============================] - 0s 796us/step - loss: 0.3987 - accuracy: 0.8374
Epoch 124/500
450/450 [==============================] - 0s 814us/step - loss: 0.3988 - accuracy: 0.83540s - loss: 0.3994 - accuracy: 0.83
Epoch 125/500
450/450 [==============================] - 0s 801us/step - loss: 0.3987 - accuracy: 0.8389
Epoch 126/500
450/450 [==============================] - 0s 798us/step - loss: 0.3985 - accuracy: 0.8365
Epoch 127/500
450/450 [==============================] - 0s 833us/step - loss: 0.3988 - accuracy: 0.8374
Epoch 128/500
450/450 [==============================] - 0s 792us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 129/500
450/450 [==============================] - 0s 827us/step - loss: 0.3987 - accuracy: 0.8368
Epoch 130/500
450/450 [==============================] - 0s 801us/step - loss: 0.3985 - accuracy: 0.8364
Epoch 131/500
450/450 [==============================] - 0s 959us/step - loss: 0.3988 - accuracy: 0.8382
Epoch 132/500
450/450 [==============================] - 0s 857us/step - loss: 0.3986 - accuracy: 0.8386
Epoch 133/500
450/450 [==============================] - 0s 795us/step - loss: 0.3984 - accuracy: 0.8369
Epoch 134/500
450/450 [==============================] - 0s 804us/step - loss: 0.3985 - accuracy: 0.8383
Epoch 135/500
450/450 [==============================] - 0s 821us/step - loss: 0.3987 - accuracy: 0.8358
Epoch 136/500
450/450 [==============================] - 0s 806us/step - loss: 0.3987 - accuracy: 0.8379
Epoch 137/500
450/450 [==============================] - 0s 790us/step - loss: 0.3986 - accuracy: 0.8381
Epoch 138/500
450/450 [==============================] - 0s 792us/step - loss: 0.3988 - accuracy: 0.8369
Epoch 139/500
450/450 [==============================] - 0s 803us/step - loss: 0.3984 - accuracy: 0.8381
Epoch 140/500
450/450 [==============================] - 0s 796us/step - loss: 0.3986 - accuracy: 0.8368
Epoch 141/500
450/450 [==============================] - 0s 798us/step - loss: 0.3985 - accuracy: 0.8385
Epoch 142/500
450/450 [==============================] - 0s 790us/step - loss: 0.3986 - accuracy: 0.8365
Epoch 143/500
450/450 [==============================] - 0s 806us/step - loss: 0.3989 - accuracy: 0.8375
Epoch 144/500
450/450 [==============================] - 0s 792us/step - loss: 0.3987 - accuracy: 0.8358
Epoch 145/500
450/450 [==============================] - 0s 803us/step - loss: 0.3981 - accuracy: 0.8371
Epoch 146/500
450/450 [==============================] - 0s 806us/step - loss: 0.3986 - accuracy: 0.8365
Epoch 147/500
450/450 [==============================] - 0s 795us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 148/500
450/450 [==============================] - 0s 806us/step - loss: 0.3982 - accuracy: 0.8369
Epoch 149/500
450/450 [==============================] - 0s 798us/step - loss: 0.3985 - accuracy: 0.8379
Epoch 150/500
450/450 [==============================] - 0s 799us/step - loss: 0.3986 - accuracy: 0.8378
Epoch 151/500
450/450 [==============================] - 0s 814us/step - loss: 0.3987 - accuracy: 0.8369
Epoch 152/500
450/450 [==============================] - 0s 789us/step - loss: 0.3990 - accuracy: 0.8378
Epoch 153/500
450/450 [==============================] - 0s 789us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 154/500
450/450 [==============================] - 0s 826us/step - loss: 0.3985 - accuracy: 0.8365
Epoch 155/500
450/450 [==============================] - 0s 798us/step - loss: 0.3987 - accuracy: 0.8392
Epoch 156/500
450/450 [==============================] - 0s 801us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 157/500
450/450 [==============================] - 0s 819us/step - loss: 0.3986 - accuracy: 0.83780s - loss: 0.3980 - accuracy: 0.
Epoch 158/500
450/450 [==============================] - 0s 800us/step - loss: 0.3984 - accuracy: 0.8372
Epoch 159/500
450/450 [==============================] - 0s 819us/step - loss: 0.3981 - accuracy: 0.8379
Epoch 160/500
450/450 [==============================] - 0s 807us/step - loss: 0.3986 - accuracy: 0.8381
Epoch 161/500
450/450 [==============================] - 0s 795us/step - loss: 0.3986 - accuracy: 0.8361
Epoch 162/500
450/450 [==============================] - 0s 822us/step - loss: 0.3987 - accuracy: 0.8363
Epoch 163/500
450/450 [==============================] - 0s 799us/step - loss: 0.3983 - accuracy: 0.8369
Epoch 164/500
450/450 [==============================] - 0s 799us/step - loss: 0.3987 - accuracy: 0.8356
Epoch 165/500
450/450 [==============================] - 0s 813us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 166/500
450/450 [==============================] - 0s 798us/step - loss: 0.3986 - accuracy: 0.8358
Epoch 167/500
450/450 [==============================] - 0s 825us/step - loss: 0.3987 - accuracy: 0.8368
Epoch 168/500
450/450 [==============================] - 0s 797us/step - loss: 0.3985 - accuracy: 0.8357
Epoch 169/500
450/450 [==============================] - 0s 807us/step - loss: 0.3983 - accuracy: 0.8371
Epoch 170/500
450/450 [==============================] - 0s 856us/step - loss: 0.3985 - accuracy: 0.8392
Epoch 171/500
450/450 [==============================] - 0s 813us/step - loss: 0.3986 - accuracy: 0.8372
Epoch 172/500
450/450 [==============================] - 0s 810us/step - loss: 0.3984 - accuracy: 0.8386
Epoch 173/500
450/450 [==============================] - 0s 814us/step - loss: 0.3984 - accuracy: 0.8372
Epoch 174/500
450/450 [==============================] - 0s 801us/step - loss: 0.3983 - accuracy: 0.8379
Epoch 175/500
450/450 [==============================] - 0s 796us/step - loss: 0.3983 - accuracy: 0.8379
Epoch 176/500
450/450 [==============================] - 0s 844us/step - loss: 0.3985 - accuracy: 0.8367
Epoch 177/500
450/450 [==============================] - 0s 806us/step - loss: 0.3982 - accuracy: 0.8382
Epoch 178/500
450/450 [==============================] - 0s 827us/step - loss: 0.3981 - accuracy: 0.8389
Epoch 179/500
450/450 [==============================] - 0s 801us/step - loss: 0.3984 - accuracy: 0.8364
Epoch 180/500
450/450 [==============================] - 0s 799us/step - loss: 0.3986 - accuracy: 0.8368
Epoch 181/500
450/450 [==============================] - 0s 826us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 182/500
450/450 [==============================] - 0s 816us/step - loss: 0.3984 - accuracy: 0.8371
Epoch 183/500
450/450 [==============================] - 0s 797us/step - loss: 0.3986 - accuracy: 0.8364
Epoch 184/500
450/450 [==============================] - 0s 913us/step - loss: 0.3987 - accuracy: 0.83750s - loss: 0.3655 - ac
Epoch 185/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8361
Epoch 186/500
450/450 [==============================] - 0s 821us/step - loss: 0.3985 - accuracy: 0.8376
Epoch 187/500
450/450 [==============================] - 0s 800us/step - loss: 0.3983 - accuracy: 0.8372
Epoch 188/500
450/450 [==============================] - 0s 802us/step - loss: 0.3982 - accuracy: 0.8372
Epoch 189/500
450/450 [==============================] - 0s 811us/step - loss: 0.3982 - accuracy: 0.8368
Epoch 190/500
450/450 [==============================] - 0s 798us/step - loss: 0.3983 - accuracy: 0.8357
Epoch 191/500
450/450 [==============================] - 0s 799us/step - loss: 0.3985 - accuracy: 0.8389
Epoch 192/500
450/450 [==============================] - 0s 820us/step - loss: 0.3984 - accuracy: 0.83680s - loss: 0.4006 - accuracy:
Epoch 193/500
450/450 [==============================] - 0s 798us/step - loss: 0.3978 - accuracy: 0.8372
Epoch 194/500
450/450 [==============================] - 0s 814us/step - loss: 0.3986 - accuracy: 0.8382
Epoch 195/500
450/450 [==============================] - 0s 824us/step - loss: 0.3978 - accuracy: 0.8365
Epoch 196/500
450/450 [==============================] - 0s 804us/step - loss: 0.3986 - accuracy: 0.8368
Epoch 197/500
450/450 [==============================] - 0s 833us/step - loss: 0.3980 - accuracy: 0.8388
Epoch 198/500
450/450 [==============================] - 0s 813us/step - loss: 0.3984 - accuracy: 0.8379
Epoch 199/500
450/450 [==============================] - 0s 806us/step - loss: 0.3988 - accuracy: 0.8371
Epoch 200/500
450/450 [==============================] - 0s 827us/step - loss: 0.3983 - accuracy: 0.8378
Epoch 201/500
450/450 [==============================] - 0s 800us/step - loss: 0.3980 - accuracy: 0.8388
Epoch 202/500
450/450 [==============================] - 0s 797us/step - loss: 0.3986 - accuracy: 0.8356
Epoch 203/500
450/450 [==============================] - 0s 826us/step - loss: 0.3984 - accuracy: 0.8365
Epoch 204/500
450/450 [==============================] - 0s 808us/step - loss: 0.3986 - accuracy: 0.8365
Epoch 205/500
450/450 [==============================] - 0s 809us/step - loss: 0.3983 - accuracy: 0.8374
Epoch 206/500
450/450 [==============================] - 0s 802us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 207/500
450/450 [==============================] - 0s 804us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 208/500
450/450 [==============================] - 0s 825us/step - loss: 0.3983 - accuracy: 0.8382
Epoch 209/500
450/450 [==============================] - 0s 812us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 210/500
450/450 [==============================] - 0s 802us/step - loss: 0.3985 - accuracy: 0.8365
Epoch 211/500
450/450 [==============================] - 0s 823us/step - loss: 0.3982 - accuracy: 0.8369
Epoch 212/500
450/450 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8367
Epoch 213/500
450/450 [==============================] - 0s 804us/step - loss: 0.3983 - accuracy: 0.8375
Epoch 214/500
450/450 [==============================] - 0s 812us/step - loss: 0.3984 - accuracy: 0.8367
Epoch 215/500
450/450 [==============================] - 0s 797us/step - loss: 0.3983 - accuracy: 0.8357
Epoch 216/500
450/450 [==============================] - 0s 824us/step - loss: 0.3982 - accuracy: 0.8385
Epoch 217/500
450/450 [==============================] - 0s 883us/step - loss: 0.3986 - accuracy: 0.8367
Epoch 218/500
450/450 [==============================] - 0s 849us/step - loss: 0.3983 - accuracy: 0.8392
Epoch 219/500
450/450 [==============================] - 0s 813us/step - loss: 0.3984 - accuracy: 0.8376
Epoch 220/500
450/450 [==============================] - 0s 815us/step - loss: 0.3987 - accuracy: 0.8369
Epoch 221/500
450/450 [==============================] - 0s 831us/step - loss: 0.3980 - accuracy: 0.8376
Epoch 222/500
450/450 [==============================] - 0s 845us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 223/500
450/450 [==============================] - 0s 885us/step - loss: 0.3983 - accuracy: 0.8365
Epoch 224/500
450/450 [==============================] - 0s 811us/step - loss: 0.3984 - accuracy: 0.8385
Epoch 225/500
450/450 [==============================] - 0s 798us/step - loss: 0.3983 - accuracy: 0.8364
Epoch 226/500
450/450 [==============================] - 0s 803us/step - loss: 0.3983 - accuracy: 0.8381
Epoch 227/500
450/450 [==============================] - 0s 981us/step - loss: 0.3985 - accuracy: 0.8386
Epoch 228/500
450/450 [==============================] - 0s 794us/step - loss: 0.3983 - accuracy: 0.8376
Epoch 229/500
450/450 [==============================] - 0s 831us/step - loss: 0.3986 - accuracy: 0.8374
Epoch 230/500
450/450 [==============================] - 0s 807us/step - loss: 0.3984 - accuracy: 0.83810s - loss: 0.3923 - accuracy: 0.84 - ETA: 0s - loss: 0.3978 - accuracy: 0.
Epoch 231/500
450/450 [==============================] - 0s 802us/step - loss: 0.3986 - accuracy: 0.8381
Epoch 232/500
450/450 [==============================] - 0s 810us/step - loss: 0.3982 - accuracy: 0.8396
Epoch 233/500
450/450 [==============================] - 0s 802us/step - loss: 0.3987 - accuracy: 0.8360
Epoch 234/500
450/450 [==============================] - 0s 800us/step - loss: 0.3980 - accuracy: 0.8369
Epoch 235/500
450/450 [==============================] - 0s 810us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 236/500
450/450 [==============================] - 0s 809us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 237/500
450/450 [==============================] - 0s 808us/step - loss: 0.3982 - accuracy: 0.8392
Epoch 238/500
450/450 [==============================] - 0s 805us/step - loss: 0.3982 - accuracy: 0.8381
Epoch 239/500
450/450 [==============================] - 0s 799us/step - loss: 0.3982 - accuracy: 0.8379
Epoch 240/500
450/450 [==============================] - 0s 817us/step - loss: 0.3982 - accuracy: 0.8389
Epoch 241/500
450/450 [==============================] - 0s 803us/step - loss: 0.3981 - accuracy: 0.8385
Epoch 242/500
450/450 [==============================] - 0s 799us/step - loss: 0.3982 - accuracy: 0.8374
Epoch 243/500
450/450 [==============================] - 0s 813us/step - loss: 0.3978 - accuracy: 0.8365
Epoch 244/500
450/450 [==============================] - 0s 797us/step - loss: 0.3978 - accuracy: 0.83760s - loss: 0.4031 - accuracy:
Epoch 245/500
450/450 [==============================] - 0s 797us/step - loss: 0.3981 - accuracy: 0.8375
Epoch 246/500
450/450 [==============================] - 0s 811us/step - loss: 0.3979 - accuracy: 0.8381
Epoch 247/500
450/450 [==============================] - 0s 794us/step - loss: 0.3976 - accuracy: 0.8383
Epoch 248/500
450/450 [==============================] - 0s 803us/step - loss: 0.3976 - accuracy: 0.8382
Epoch 249/500
450/450 [==============================] - 0s 831us/step - loss: 0.3976 - accuracy: 0.8369
Epoch 250/500
450/450 [==============================] - 0s 802us/step - loss: 0.3975 - accuracy: 0.8381
Epoch 251/500
450/450 [==============================] - 0s 829us/step - loss: 0.3975 - accuracy: 0.8372
Epoch 252/500
450/450 [==============================] - 0s 798us/step - loss: 0.3975 - accuracy: 0.8393
Epoch 253/500
450/450 [==============================] - 0s 798us/step - loss: 0.3973 - accuracy: 0.8383
Epoch 254/500
450/450 [==============================] - 0s 829us/step - loss: 0.3972 - accuracy: 0.8367
Epoch 255/500
450/450 [==============================] - 0s 799us/step - loss: 0.3971 - accuracy: 0.8390
Epoch 256/500
450/450 [==============================] - 0s 793us/step - loss: 0.3968 - accuracy: 0.8392
Epoch 257/500
450/450 [==============================] - 0s 814us/step - loss: 0.3973 - accuracy: 0.8376
Epoch 258/500
450/450 [==============================] - 0s 802us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 259/500
450/450 [==============================] - 0s 798us/step - loss: 0.3968 - accuracy: 0.8372
Epoch 260/500
450/450 [==============================] - 0s 818us/step - loss: 0.3967 - accuracy: 0.8374
Epoch 261/500
450/450 [==============================] - 0s 799us/step - loss: 0.3966 - accuracy: 0.8375
Epoch 262/500
450/450 [==============================] - 0s 811us/step - loss: 0.3967 - accuracy: 0.8379
Epoch 263/500
450/450 [==============================] - 0s 812us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 264/500
450/450 [==============================] - 0s 800us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 265/500
450/450 [==============================] - 0s 822us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 266/500
450/450 [==============================] - 0s 799us/step - loss: 0.3961 - accuracy: 0.8385
Epoch 267/500
450/450 [==============================] - 0s 791us/step - loss: 0.3960 - accuracy: 0.8379
Epoch 268/500
450/450 [==============================] - 0s 824us/step - loss: 0.3961 - accuracy: 0.8378
Epoch 269/500
450/450 [==============================] - 0s 795us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 270/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3960 - accuracy: 0.8382
Epoch 271/500
450/450 [==============================] - 0s 855us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 272/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8381
Epoch 273/500
450/450 [==============================] - 0s 923us/step - loss: 0.3959 - accuracy: 0.8375
Epoch 274/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8381
Epoch 275/500
450/450 [==============================] - 0s 933us/step - loss: 0.3958 - accuracy: 0.8378
Epoch 276/500
450/450 [==============================] - 0s 882us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 277/500
450/450 [==============================] - 0s 799us/step - loss: 0.3954 - accuracy: 0.8393
Epoch 278/500
450/450 [==============================] - 0s 909us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 279/500
450/450 [==============================] - 0s 847us/step - loss: 0.3957 - accuracy: 0.8382
Epoch 280/500
450/450 [==============================] - 0s 792us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 281/500
450/450 [==============================] - 0s 800us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 282/500
450/450 [==============================] - 0s 795us/step - loss: 0.3958 - accuracy: 0.8378
Epoch 283/500
450/450 [==============================] - 0s 838us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 284/500
450/450 [==============================] - 0s 881us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 285/500
450/450 [==============================] - 0s 947us/step - loss: 0.3955 - accuracy: 0.8378
Epoch 286/500
450/450 [==============================] - 0s 876us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 287/500
450/450 [==============================] - 0s 827us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 288/500
450/450 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 289/500
450/450 [==============================] - 0s 856us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 290/500
450/450 [==============================] - 0s 842us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 291/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8386
Epoch 292/500
450/450 [==============================] - 0s 807us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 293/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8381: 0s - loss: 0.3867 - accura
Epoch 294/500
450/450 [==============================] - 0s 795us/step - loss: 0.3948 - accuracy: 0.8397
Epoch 295/500
450/450 [==============================] - 0s 830us/step - loss: 0.3948 - accuracy: 0.8364
Epoch 296/500
450/450 [==============================] - 0s 799us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 297/500
450/450 [==============================] - 0s 881us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 298/500
450/450 [==============================] - 0s 881us/step - loss: 0.3949 - accuracy: 0.8361
Epoch 299/500
450/450 [==============================] - 0s 856us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 300/500
450/450 [==============================] - 0s 818us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 301/500
450/450 [==============================] - 0s 793us/step - loss: 0.3947 - accuracy: 0.8358
Epoch 302/500
450/450 [==============================] - 0s 800us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 303/500
450/450 [==============================] - 0s 812us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 304/500
450/450 [==============================] - 0s 789us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 305/500
450/450 [==============================] - 0s 793us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 306/500
450/450 [==============================] - 0s 805us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 307/500
450/450 [==============================] - 0s 798us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 308/500
450/450 [==============================] - 0s 804us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 309/500
450/450 [==============================] - 0s 796us/step - loss: 0.3943 - accuracy: 0.8376
Epoch 310/500
450/450 [==============================] - 0s 806us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 311/500
450/450 [==============================] - 0s 819us/step - loss: 0.3946 - accuracy: 0.8374
Epoch 312/500
450/450 [==============================] - 0s 793us/step - loss: 0.3949 - accuracy: 0.8372
Epoch 313/500
450/450 [==============================] - 0s 790us/step - loss: 0.3940 - accuracy: 0.8356
Epoch 314/500
450/450 [==============================] - 0s 829us/step - loss: 0.3946 - accuracy: 0.8378
Epoch 315/500
450/450 [==============================] - 0s 800us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 316/500
450/450 [==============================] - 0s 791us/step - loss: 0.3946 - accuracy: 0.8379
Epoch 317/500
450/450 [==============================] - 0s 823us/step - loss: 0.3944 - accuracy: 0.8375
Epoch 318/500
450/450 [==============================] - 0s 794us/step - loss: 0.3942 - accuracy: 0.8364
Epoch 319/500
450/450 [==============================] - 0s 982us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 320/500
450/450 [==============================] - 0s 890us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 321/500
450/450 [==============================] - 0s 801us/step - loss: 0.3941 - accuracy: 0.8376
Epoch 322/500
450/450 [==============================] - 0s 816us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 323/500
450/450 [==============================] - 0s 786us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 324/500
450/450 [==============================] - 0s 820us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 325/500
450/450 [==============================] - 0s 793us/step - loss: 0.3942 - accuracy: 0.8385
Epoch 326/500
450/450 [==============================] - 0s 792us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 327/500
450/450 [==============================] - 0s 830us/step - loss: 0.3942 - accuracy: 0.8382
Epoch 328/500
450/450 [==============================] - 0s 802us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 329/500
450/450 [==============================] - 0s 791us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 330/500
450/450 [==============================] - 0s 819us/step - loss: 0.3940 - accuracy: 0.8372
Epoch 331/500
450/450 [==============================] - 0s 802us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 332/500
450/450 [==============================] - 0s 794us/step - loss: 0.3939 - accuracy: 0.8379
Epoch 333/500
450/450 [==============================] - 0s 827us/step - loss: 0.3937 - accuracy: 0.8368
Epoch 334/500
450/450 [==============================] - 0s 797us/step - loss: 0.3940 - accuracy: 0.8364
Epoch 335/500
450/450 [==============================] - 0s 807us/step - loss: 0.3939 - accuracy: 0.8376
Epoch 336/500
450/450 [==============================] - 0s 793us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 337/500
450/450 [==============================] - 0s 796us/step - loss: 0.3940 - accuracy: 0.8371
Epoch 338/500
450/450 [==============================] - 0s 820us/step - loss: 0.3939 - accuracy: 0.8379
Epoch 339/500
450/450 [==============================] - 0s 795us/step - loss: 0.3941 - accuracy: 0.8372
Epoch 340/500
450/450 [==============================] - 0s 789us/step - loss: 0.3937 - accuracy: 0.8378
Epoch 341/500
450/450 [==============================] - 0s 824us/step - loss: 0.3939 - accuracy: 0.8376
Epoch 342/500
450/450 [==============================] - 0s 801us/step - loss: 0.3936 - accuracy: 0.8361
Epoch 343/500
450/450 [==============================] - 0s 797us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 344/500
450/450 [==============================] - 0s 901us/step - loss: 0.3939 - accuracy: 0.8386
Epoch 345/500
450/450 [==============================] - 0s 794us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 346/500
450/450 [==============================] - 0s 817us/step - loss: 0.3936 - accuracy: 0.8374
Epoch 347/500
450/450 [==============================] - 0s 795us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 348/500
450/450 [==============================] - 0s 789us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 349/500
450/450 [==============================] - 0s 819us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 350/500
450/450 [==============================] - 0s 797us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 351/500
450/450 [==============================] - 0s 794us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 352/500
450/450 [==============================] - 0s 802us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 353/500
450/450 [==============================] - 0s 793us/step - loss: 0.3940 - accuracy: 0.8382
Epoch 354/500
450/450 [==============================] - 0s 803us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 355/500
450/450 [==============================] - 0s 820us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 356/500
450/450 [==============================] - 0s 799us/step - loss: 0.3940 - accuracy: 0.8388
Epoch 357/500
450/450 [==============================] - 0s 857us/step - loss: 0.3940 - accuracy: 0.8390
Epoch 358/500
450/450 [==============================] - 0s 813us/step - loss: 0.3936 - accuracy: 0.8374
Epoch 359/500
450/450 [==============================] - 0s 834us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 360/500
450/450 [==============================] - 0s 858us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 361/500
450/450 [==============================] - 0s 849us/step - loss: 0.3937 - accuracy: 0.8378
Epoch 362/500
450/450 [==============================] - 0s 877us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 363/500
450/450 [==============================] - 0s 827us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 364/500
450/450 [==============================] - 0s 813us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 365/500
450/450 [==============================] - 0s 834us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 366/500
450/450 [==============================] - 0s 797us/step - loss: 0.3937 - accuracy: 0.8392
Epoch 367/500
450/450 [==============================] - 0s 793us/step - loss: 0.3926 - accuracy: 0.8382
Epoch 368/500
450/450 [==============================] - 0s 818us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 369/500
450/450 [==============================] - 0s 798us/step - loss: 0.3937 - accuracy: 0.8392
Epoch 370/500
450/450 [==============================] - 0s 793us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 371/500
450/450 [==============================] - 0s 818us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 372/500
450/450 [==============================] - 0s 796us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 373/500
450/450 [==============================] - 0s 808us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 374/500
450/450 [==============================] - 0s 793us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 375/500
450/450 [==============================] - 0s 790us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 376/500
450/450 [==============================] - 0s 825us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 377/500
450/450 [==============================] - 0s 789us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 378/500
450/450 [==============================] - 0s 814us/step - loss: 0.3930 - accuracy: 0.8374
Epoch 379/500
450/450 [==============================] - 0s 793us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 380/500
450/450 [==============================] - 0s 786us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 381/500
450/450 [==============================] - 0s 804us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 382/500
450/450 [==============================] - 0s 804us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 383/500
450/450 [==============================] - 0s 817us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 384/500
450/450 [==============================] - 0s 852us/step - loss: 0.3930 - accuracy: 0.8396
Epoch 385/500
450/450 [==============================] - 0s 817us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 386/500
450/450 [==============================] - 0s 790us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 387/500
450/450 [==============================] - 0s 811us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 388/500
450/450 [==============================] - 0s 802us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 389/500
450/450 [==============================] - 0s 790us/step - loss: 0.3929 - accuracy: 0.8393
Epoch 390/500
450/450 [==============================] - 0s 817us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 391/500
450/450 [==============================] - 0s 791us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 392/500
450/450 [==============================] - 0s 809us/step - loss: 0.3930 - accuracy: 0.8397
Epoch 393/500
450/450 [==============================] - 0s 810us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 394/500
450/450 [==============================] - 0s 803us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 395/500
450/450 [==============================] - 0s 817us/step - loss: 0.3929 - accuracy: 0.8392
Epoch 396/500
450/450 [==============================] - 0s 806us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 397/500
450/450 [==============================] - 0s 790us/step - loss: 0.3936 - accuracy: 0.8407
Epoch 398/500
450/450 [==============================] - 0s 815us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 399/500
450/450 [==============================] - 0s 793us/step - loss: 0.3934 - accuracy: 0.8413
Epoch 400/500
450/450 [==============================] - 0s 788us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 401/500
450/450 [==============================] - 0s 823us/step - loss: 0.3929 - accuracy: 0.8396
Epoch 402/500
450/450 [==============================] - 0s 791us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 403/500
450/450 [==============================] - 0s 805us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 404/500
450/450 [==============================] - 0s 800us/step - loss: 0.3930 - accuracy: 0.8403
Epoch 405/500
450/450 [==============================] - 0s 795us/step - loss: 0.3929 - accuracy: 0.8389
Epoch 406/500
450/450 [==============================] - 0s 806us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 407/500
450/450 [==============================] - 0s 792us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 408/500
450/450 [==============================] - 0s 805us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 409/500
450/450 [==============================] - 0s 823us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 410/500
450/450 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 411/500
450/450 [==============================] - 0s 782us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 412/500
450/450 [==============================] - 0s 820us/step - loss: 0.3932 - accuracy: 0.8406
Epoch 413/500
450/450 [==============================] - 0s 818us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 414/500
450/450 [==============================] - 0s 858us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 415/500
450/450 [==============================] - 0s 818us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 416/500
450/450 [==============================] - 0s 803us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 417/500
450/450 [==============================] - 0s 819us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 418/500
450/450 [==============================] - 0s 800us/step - loss: 0.3932 - accuracy: 0.8399
Epoch 419/500
450/450 [==============================] - 0s 815us/step - loss: 0.3928 - accuracy: 0.8394
Epoch 420/500
450/450 [==============================] - 0s 888us/step - loss: 0.3926 - accuracy: 0.8406
Epoch 421/500
450/450 [==============================] - 0s 806us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 422/500
450/450 [==============================] - 0s 803us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 423/500
450/450 [==============================] - 0s 840us/step - loss: 0.3924 - accuracy: 0.8397
Epoch 424/500
450/450 [==============================] - 0s 791us/step - loss: 0.3926 - accuracy: 0.8390
Epoch 425/500
450/450 [==============================] - 0s 810us/step - loss: 0.3921 - accuracy: 0.8393
Epoch 426/500
450/450 [==============================] - 0s 789us/step - loss: 0.3928 - accuracy: 0.8407
Epoch 427/500
450/450 [==============================] - 0s 792us/step - loss: 0.3926 - accuracy: 0.8396
Epoch 428/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3928 - accuracy: 0.8396
Epoch 429/500
450/450 [==============================] - 0s 922us/step - loss: 0.3926 - accuracy: 0.8403
Epoch 430/500
450/450 [==============================] - 0s 842us/step - loss: 0.3924 - accuracy: 0.8407
Epoch 431/500
450/450 [==============================] - 0s 794us/step - loss: 0.3922 - accuracy: 0.8408
Epoch 432/500
450/450 [==============================] - 0s 804us/step - loss: 0.3928 - accuracy: 0.8393
Epoch 433/500
450/450 [==============================] - 0s 811us/step - loss: 0.3922 - accuracy: 0.8406
Epoch 434/500
450/450 [==============================] - 0s 800us/step - loss: 0.3925 - accuracy: 0.8406
Epoch 435/500
450/450 [==============================] - 0s 800us/step - loss: 0.3928 - accuracy: 0.8406
Epoch 436/500
450/450 [==============================] - 0s 814us/step - loss: 0.3922 - accuracy: 0.8400
Epoch 437/500
450/450 [==============================] - 0s 798us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 438/500
450/450 [==============================] - 0s 818us/step - loss: 0.3925 - accuracy: 0.8396
Epoch 439/500
450/450 [==============================] - 0s 811us/step - loss: 0.3927 - accuracy: 0.8388
Epoch 440/500
450/450 [==============================] - 0s 820us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 441/500
450/450 [==============================] - 0s 812us/step - loss: 0.3923 - accuracy: 0.8406
Epoch 442/500
450/450 [==============================] - 0s 798us/step - loss: 0.3928 - accuracy: 0.8383
Epoch 443/500
450/450 [==============================] - 0s 801us/step - loss: 0.3923 - accuracy: 0.8394
Epoch 444/500
450/450 [==============================] - 0s 818us/step - loss: 0.3926 - accuracy: 0.8401
Epoch 445/500
450/450 [==============================] - 0s 796us/step - loss: 0.3919 - accuracy: 0.8390
Epoch 446/500
450/450 [==============================] - 0s 798us/step - loss: 0.3925 - accuracy: 0.8394
Epoch 447/500
450/450 [==============================] - 0s 807us/step - loss: 0.3918 - accuracy: 0.8401
Epoch 448/500
450/450 [==============================] - 0s 794us/step - loss: 0.3921 - accuracy: 0.8413
Epoch 449/500
450/450 [==============================] - 0s 803us/step - loss: 0.3920 - accuracy: 0.8396
Epoch 450/500
450/450 [==============================] - 0s 809us/step - loss: 0.3919 - accuracy: 0.8408
Epoch 451/500
450/450 [==============================] - 0s 792us/step - loss: 0.3918 - accuracy: 0.8393
Epoch 452/500
450/450 [==============================] - 0s 814us/step - loss: 0.3918 - accuracy: 0.8415
Epoch 453/500
450/450 [==============================] - 0s 791us/step - loss: 0.3917 - accuracy: 0.8401
Epoch 454/500
450/450 [==============================] - 0s 792us/step - loss: 0.3921 - accuracy: 0.8401
Epoch 455/500
450/450 [==============================] - 0s 819us/step - loss: 0.3922 - accuracy: 0.8406
Epoch 456/500
450/450 [==============================] - 0s 794us/step - loss: 0.3917 - accuracy: 0.8403
Epoch 457/500
450/450 [==============================] - 0s 828us/step - loss: 0.3913 - accuracy: 0.8410
Epoch 458/500
450/450 [==============================] - 0s 896us/step - loss: 0.3917 - accuracy: 0.8404
Epoch 459/500
450/450 [==============================] - 0s 832us/step - loss: 0.3916 - accuracy: 0.8404
Epoch 460/500
450/450 [==============================] - 0s 809us/step - loss: 0.3912 - accuracy: 0.8411
Epoch 461/500
450/450 [==============================] - 0s 815us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 462/500
450/450 [==============================] - 0s 832us/step - loss: 0.3916 - accuracy: 0.8415
Epoch 463/500
450/450 [==============================] - 0s 855us/step - loss: 0.3912 - accuracy: 0.8413
Epoch 464/500
450/450 [==============================] - 0s 875us/step - loss: 0.3915 - accuracy: 0.8415
Epoch 465/500
450/450 [==============================] - 0s 809us/step - loss: 0.3915 - accuracy: 0.8408
Epoch 466/500
450/450 [==============================] - 0s 792us/step - loss: 0.3914 - accuracy: 0.8403
Epoch 467/500
450/450 [==============================] - 0s 796us/step - loss: 0.3913 - accuracy: 0.8406
Epoch 468/500
450/450 [==============================] - 0s 815us/step - loss: 0.3915 - accuracy: 0.8392
Epoch 469/500
450/450 [==============================] - 0s 801us/step - loss: 0.3912 - accuracy: 0.8393
Epoch 470/500
450/450 [==============================] - 0s 810us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 471/500
450/450 [==============================] - 0s 807us/step - loss: 0.3916 - accuracy: 0.8407
Epoch 472/500
450/450 [==============================] - 0s 799us/step - loss: 0.3913 - accuracy: 0.8424
Epoch 473/500
450/450 [==============================] - 0s 807us/step - loss: 0.3910 - accuracy: 0.8399
Epoch 474/500
450/450 [==============================] - 0s 804us/step - loss: 0.3908 - accuracy: 0.8396
Epoch 475/500
450/450 [==============================] - 0s 803us/step - loss: 0.3914 - accuracy: 0.8403
Epoch 476/500
450/450 [==============================] - 0s 825us/step - loss: 0.3911 - accuracy: 0.8404
Epoch 477/500
450/450 [==============================] - 0s 808us/step - loss: 0.3906 - accuracy: 0.8390
Epoch 478/500
450/450 [==============================] - 0s 794us/step - loss: 0.3911 - accuracy: 0.8414
Epoch 479/500
450/450 [==============================] - 0s 806us/step - loss: 0.3908 - accuracy: 0.8404
Epoch 480/500
450/450 [==============================] - 0s 797us/step - loss: 0.3909 - accuracy: 0.8393
Epoch 481/500
450/450 [==============================] - 0s 797us/step - loss: 0.3908 - accuracy: 0.8417
Epoch 482/500
450/450 [==============================] - 0s 823us/step - loss: 0.3908 - accuracy: 0.8396
Epoch 483/500
450/450 [==============================] - 0s 799us/step - loss: 0.3909 - accuracy: 0.8421
Epoch 484/500
450/450 [==============================] - 0s 793us/step - loss: 0.3905 - accuracy: 0.8411
Epoch 485/500
450/450 [==============================] - 0s 815us/step - loss: 0.3911 - accuracy: 0.8415
Epoch 486/500
450/450 [==============================] - 0s 788us/step - loss: 0.3909 - accuracy: 0.8403
Epoch 487/500
450/450 [==============================] - 0s 802us/step - loss: 0.3905 - accuracy: 0.8401
Epoch 488/500
450/450 [==============================] - 0s 796us/step - loss: 0.3902 - accuracy: 0.8414
Epoch 489/500
450/450 [==============================] - 0s 790us/step - loss: 0.3908 - accuracy: 0.8407
Epoch 490/500
450/450 [==============================] - 0s 829us/step - loss: 0.3905 - accuracy: 0.84010s - loss: 0.3935 - ac
Epoch 491/500
450/450 [==============================] - 0s 799us/step - loss: 0.3907 - accuracy: 0.8404
Epoch 492/500
450/450 [==============================] - 0s 797us/step - loss: 0.3906 - accuracy: 0.8404
Epoch 493/500
450/450 [==============================] - 0s 815us/step - loss: 0.3908 - accuracy: 0.8404
Epoch 494/500
450/450 [==============================] - 0s 804us/step - loss: 0.3906 - accuracy: 0.8411
Epoch 495/500
450/450 [==============================] - 0s 789us/step - loss: 0.3904 - accuracy: 0.8419
Epoch 496/500
450/450 [==============================] - 0s 826us/step - loss: 0.3906 - accuracy: 0.8403
Epoch 497/500
450/450 [==============================] - 0s 794us/step - loss: 0.3911 - accuracy: 0.8418
Epoch 498/500
450/450 [==============================] - 0s 806us/step - loss: 0.3903 - accuracy: 0.8406
Epoch 499/500
450/450 [==============================] - 0s 794us/step - loss: 0.3905 - accuracy: 0.8410
Epoch 500/500
450/450 [==============================] - 0s 792us/step - loss: 0.3907 - accuracy: 0.8401
Epoch 1/500
450/450 [==============================] - 0s 822us/step - loss: 0.5477 - accuracy: 0.7958
Epoch 2/500
450/450 [==============================] - 0s 854us/step - loss: 0.4377 - accuracy: 0.79740s - loss: 0.4351 - accuracy: 0.
Epoch 3/500
450/450 [==============================] - 0s 834us/step - loss: 0.4305 - accuracy: 0.7974
Epoch 4/500
450/450 [==============================] - 0s 819us/step - loss: 0.4277 - accuracy: 0.7974
Epoch 5/500
450/450 [==============================] - 0s 936us/step - loss: 0.4256 - accuracy: 0.7974
Epoch 6/500
450/450 [==============================] - 0s 778us/step - loss: 0.4225 - accuracy: 0.7974
Epoch 7/500
450/450 [==============================] - 0s 782us/step - loss: 0.4192 - accuracy: 0.8151
Epoch 8/500
450/450 [==============================] - 0s 788us/step - loss: 0.4175 - accuracy: 0.8256
Epoch 9/500
450/450 [==============================] - 0s 781us/step - loss: 0.4158 - accuracy: 0.8274
Epoch 10/500
450/450 [==============================] - 0s 779us/step - loss: 0.4144 - accuracy: 0.8290
Epoch 11/500
450/450 [==============================] - 0s 807us/step - loss: 0.4128 - accuracy: 0.8314
Epoch 12/500
450/450 [==============================] - 0s 776us/step - loss: 0.4121 - accuracy: 0.8333
Epoch 13/500
450/450 [==============================] - 0s 817us/step - loss: 0.4107 - accuracy: 0.8343
Epoch 14/500
450/450 [==============================] - 0s 776us/step - loss: 0.4098 - accuracy: 0.8354
Epoch 15/500
450/450 [==============================] - 0s 777us/step - loss: 0.4091 - accuracy: 0.8363
Epoch 16/500
450/450 [==============================] - 0s 882us/step - loss: 0.4083 - accuracy: 0.8360
Epoch 17/500
450/450 [==============================] - 0s 860us/step - loss: 0.4076 - accuracy: 0.8379
Epoch 18/500
450/450 [==============================] - 0s 776us/step - loss: 0.4065 - accuracy: 0.8369
Epoch 19/500
450/450 [==============================] - 0s 832us/step - loss: 0.4056 - accuracy: 0.8368
Epoch 20/500
450/450 [==============================] - 0s 805us/step - loss: 0.4051 - accuracy: 0.8376
Epoch 21/500
450/450 [==============================] - 0s 809us/step - loss: 0.4043 - accuracy: 0.8379
Epoch 22/500
450/450 [==============================] - 0s 789us/step - loss: 0.4040 - accuracy: 0.8371
Epoch 23/500
450/450 [==============================] - 0s 794us/step - loss: 0.4033 - accuracy: 0.8376
Epoch 24/500
450/450 [==============================] - 0s 805us/step - loss: 0.4027 - accuracy: 0.8367
Epoch 25/500
450/450 [==============================] - 0s 799us/step - loss: 0.4022 - accuracy: 0.8375
Epoch 26/500
450/450 [==============================] - 0s 797us/step - loss: 0.4020 - accuracy: 0.8381
Epoch 27/500
450/450 [==============================] - 0s 809us/step - loss: 0.4019 - accuracy: 0.8365
Epoch 28/500
450/450 [==============================] - 0s 805us/step - loss: 0.4016 - accuracy: 0.8379
Epoch 29/500
450/450 [==============================] - 0s 797us/step - loss: 0.4011 - accuracy: 0.8371
Epoch 30/500
450/450 [==============================] - 0s 818us/step - loss: 0.4013 - accuracy: 0.8381
Epoch 31/500
450/450 [==============================] - 0s 798us/step - loss: 0.4008 - accuracy: 0.8374
Epoch 32/500
450/450 [==============================] - 0s 811us/step - loss: 0.4006 - accuracy: 0.8374
Epoch 33/500
450/450 [==============================] - 0s 789us/step - loss: 0.4003 - accuracy: 0.8375
Epoch 34/500
450/450 [==============================] - 0s 792us/step - loss: 0.3999 - accuracy: 0.8360
Epoch 35/500
450/450 [==============================] - 0s 815us/step - loss: 0.3999 - accuracy: 0.8368
Epoch 36/500
450/450 [==============================] - 0s 793us/step - loss: 0.3997 - accuracy: 0.8376
Epoch 37/500
450/450 [==============================] - 0s 797us/step - loss: 0.3996 - accuracy: 0.8385
Epoch 38/500
450/450 [==============================] - 0s 866us/step - loss: 0.3991 - accuracy: 0.8383
Epoch 39/500
450/450 [==============================] - 0s 815us/step - loss: 0.3990 - accuracy: 0.8381
Epoch 40/500
450/450 [==============================] - 0s 829us/step - loss: 0.3992 - accuracy: 0.8381
Epoch 41/500
450/450 [==============================] - 0s 812us/step - loss: 0.3986 - accuracy: 0.8365
Epoch 42/500
450/450 [==============================] - 0s 812us/step - loss: 0.3985 - accuracy: 0.8385
Epoch 43/500
450/450 [==============================] - 0s 832us/step - loss: 0.3980 - accuracy: 0.8371
Epoch 44/500
450/450 [==============================] - 0s 844us/step - loss: 0.3976 - accuracy: 0.8389
Epoch 45/500
450/450 [==============================] - 0s 802us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 46/500
450/450 [==============================] - 0s 817us/step - loss: 0.3976 - accuracy: 0.8390
Epoch 47/500
450/450 [==============================] - 0s 788us/step - loss: 0.3972 - accuracy: 0.8374
Epoch 48/500
450/450 [==============================] - 0s 791us/step - loss: 0.3972 - accuracy: 0.8381
Epoch 49/500
450/450 [==============================] - 0s 821us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 50/500
450/450 [==============================] - 0s 788us/step - loss: 0.3969 - accuracy: 0.8378
Epoch 51/500
450/450 [==============================] - 0s 805us/step - loss: 0.3968 - accuracy: 0.8385
Epoch 52/500
450/450 [==============================] - 0s 793us/step - loss: 0.3966 - accuracy: 0.8375
Epoch 53/500
450/450 [==============================] - 0s 805us/step - loss: 0.3963 - accuracy: 0.8379
Epoch 54/500
450/450 [==============================] - 0s 818us/step - loss: 0.3961 - accuracy: 0.8372
Epoch 55/500
450/450 [==============================] - 0s 792us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 56/500
450/450 [==============================] - 0s 796us/step - loss: 0.3960 - accuracy: 0.8372
Epoch 57/500
450/450 [==============================] - 0s 856us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 58/500
450/450 [==============================] - 0s 802us/step - loss: 0.3960 - accuracy: 0.8383
Epoch 59/500
450/450 [==============================] - 0s 794us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 60/500
450/450 [==============================] - 0s 802us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 61/500
450/450 [==============================] - 0s 793us/step - loss: 0.3958 - accuracy: 0.8388
Epoch 62/500
450/450 [==============================] - 0s 814us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 63/500
450/450 [==============================] - 0s 793us/step - loss: 0.3956 - accuracy: 0.8392
Epoch 64/500
450/450 [==============================] - 0s 796us/step - loss: 0.3956 - accuracy: 0.8379
Epoch 65/500
450/450 [==============================] - 0s 823us/step - loss: 0.3955 - accuracy: 0.8385
Epoch 66/500
450/450 [==============================] - 0s 795us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 67/500
450/450 [==============================] - 0s 790us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 68/500
450/450 [==============================] - 0s 804us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 69/500
450/450 [==============================] - 0s 791us/step - loss: 0.3956 - accuracy: 0.8374
Epoch 70/500
450/450 [==============================] - 0s 807us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 71/500
450/450 [==============================] - 0s 817us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 72/500
450/450 [==============================] - 0s 793us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 73/500
450/450 [==============================] - 0s 822us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 74/500
450/450 [==============================] - 0s 793us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 75/500
450/450 [==============================] - 0s 793us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 76/500
450/450 [==============================] - 0s 816us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 77/500
450/450 [==============================] - 0s 801us/step - loss: 0.3948 - accuracy: 0.8374
Epoch 78/500
450/450 [==============================] - 0s 796us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 79/500
450/450 [==============================] - 0s 821us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 80/500
450/450 [==============================] - 0s 802us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 81/500
450/450 [==============================] - 0s 808us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 82/500
450/450 [==============================] - 0s 824us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 83/500
450/450 [==============================] - 0s 793us/step - loss: 0.3945 - accuracy: 0.8383
Epoch 84/500
450/450 [==============================] - 0s 809us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 85/500
450/450 [==============================] - 0s 811us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 86/500
450/450 [==============================] - 0s 795us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 87/500
450/450 [==============================] - 0s 815us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 88/500
450/450 [==============================] - 0s 800us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 89/500
450/450 [==============================] - 0s 795us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 90/500
450/450 [==============================] - 0s 823us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 91/500
450/450 [==============================] - 0s 802us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 92/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3946 - accuracy: 0.8376
Epoch 93/500
450/450 [==============================] - 0s 968us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 94/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8392
Epoch 95/500
450/450 [==============================] - 0s 892us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 96/500
450/450 [==============================] - 0s 960us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 97/500
450/450 [==============================] - 0s 839us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 98/500
450/450 [==============================] - 0s 812us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 99/500
450/450 [==============================] - 0s 867us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 100/500
450/450 [==============================] - 0s 848us/step - loss: 0.3942 - accuracy: 0.8379
Epoch 101/500
450/450 [==============================] - 0s 824us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 102/500
450/450 [==============================] - 0s 777us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 103/500
450/450 [==============================] - 0s 782us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 104/500
450/450 [==============================] - 0s 773us/step - loss: 0.3945 - accuracy: 0.8369
Epoch 105/500
450/450 [==============================] - 0s 800us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 106/500
450/450 [==============================] - 0s 831us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 107/500
450/450 [==============================] - 0s 833us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 108/500
450/450 [==============================] - 0s 866us/step - loss: 0.3944 - accuracy: 0.8374
Epoch 109/500
450/450 [==============================] - 0s 846us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 110/500
450/450 [==============================] - 0s 806us/step - loss: 0.3943 - accuracy: 0.8368
Epoch 111/500
450/450 [==============================] - 0s 997us/step - loss: 0.3942 - accuracy: 0.8371
Epoch 112/500
450/450 [==============================] - 0s 823us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 113/500
450/450 [==============================] - 0s 805us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 114/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8390
Epoch 115/500
450/450 [==============================] - 0s 809us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 116/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3942 - accuracy: 0.8376
Epoch 117/500
450/450 [==============================] - 0s 798us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 118/500
450/450 [==============================] - 0s 792us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 119/500
450/450 [==============================] - 0s 787us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 120/500
450/450 [==============================] - 0s 876us/step - loss: 0.3939 - accuracy: 0.8361
Epoch 121/500
450/450 [==============================] - 0s 864us/step - loss: 0.3940 - accuracy: 0.8378
Epoch 122/500
450/450 [==============================] - 0s 820us/step - loss: 0.3942 - accuracy: 0.8371
Epoch 123/500
450/450 [==============================] - 0s 801us/step - loss: 0.3940 - accuracy: 0.8364
Epoch 124/500
450/450 [==============================] - 0s 769us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 125/500
450/450 [==============================] - 0s 832us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 126/500
450/450 [==============================] - 0s 777us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 127/500
450/450 [==============================] - 0s 790us/step - loss: 0.3938 - accuracy: 0.8357
Epoch 128/500
450/450 [==============================] - 0s 806us/step - loss: 0.3943 - accuracy: 0.8375
Epoch 129/500
450/450 [==============================] - 0s 786us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 130/500
450/450 [==============================] - 0s 789us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 131/500
450/450 [==============================] - 0s 804us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 132/500
450/450 [==============================] - 0s 778us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 133/500
450/450 [==============================] - 0s 792us/step - loss: 0.3939 - accuracy: 0.8363
Epoch 134/500
450/450 [==============================] - 0s 802us/step - loss: 0.3940 - accuracy: 0.8385
Epoch 135/500
450/450 [==============================] - 0s 774us/step - loss: 0.3942 - accuracy: 0.8382
Epoch 136/500
450/450 [==============================] - 0s 771us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 137/500
450/450 [==============================] - 0s 815us/step - loss: 0.3942 - accuracy: 0.8379
Epoch 138/500
450/450 [==============================] - 0s 777us/step - loss: 0.3938 - accuracy: 0.8382
Epoch 139/500
450/450 [==============================] - 0s 802us/step - loss: 0.3941 - accuracy: 0.8385
Epoch 140/500
450/450 [==============================] - 0s 782us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 141/500
450/450 [==============================] - 0s 782us/step - loss: 0.3940 - accuracy: 0.8375
Epoch 142/500
450/450 [==============================] - 0s 807us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 143/500
450/450 [==============================] - 0s 770us/step - loss: 0.3937 - accuracy: 0.8368
Epoch 144/500
450/450 [==============================] - 0s 772us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 145/500
450/450 [==============================] - 0s 810us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 146/500
450/450 [==============================] - 0s 773us/step - loss: 0.3942 - accuracy: 0.8375
Epoch 147/500
450/450 [==============================] - 0s 767us/step - loss: 0.3937 - accuracy: 0.8389
Epoch 148/500
450/450 [==============================] - 0s 787us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 149/500
450/450 [==============================] - 0s 773us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 150/500
450/450 [==============================] - 0s 773us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 151/500
450/450 [==============================] - 0s 957us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 152/500
450/450 [==============================] - 0s 808us/step - loss: 0.3941 - accuracy: 0.8365
Epoch 153/500
450/450 [==============================] - 0s 847us/step - loss: 0.3939 - accuracy: 0.8382
Epoch 154/500
450/450 [==============================] - 0s 782us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 155/500
450/450 [==============================] - 0s 782us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 156/500
450/450 [==============================] - 0s 809us/step - loss: 0.3939 - accuracy: 0.8382
Epoch 157/500
450/450 [==============================] - 0s 789us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 158/500
450/450 [==============================] - 0s 766us/step - loss: 0.3940 - accuracy: 0.8388
Epoch 159/500
450/450 [==============================] - 0s 782us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 160/500
450/450 [==============================] - 0s 773us/step - loss: 0.3937 - accuracy: 0.8368
Epoch 161/500
450/450 [==============================] - 0s 770us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 162/500
450/450 [==============================] - 0s 796us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 163/500
450/450 [==============================] - 0s 774us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 164/500
450/450 [==============================] - 0s 803us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 165/500
450/450 [==============================] - 0s 782us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 166/500
450/450 [==============================] - 0s 774us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 167/500
450/450 [==============================] - 0s 882us/step - loss: 0.3936 - accuracy: 0.8363
Epoch 168/500
450/450 [==============================] - 0s 768us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 169/500
450/450 [==============================] - 0s 771us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 170/500
450/450 [==============================] - 0s 804us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 171/500
450/450 [==============================] - 0s 772us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 172/500
450/450 [==============================] - 0s 770us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 173/500
450/450 [==============================] - 0s 793us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 174/500
450/450 [==============================] - 0s 779us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 175/500
450/450 [==============================] - 0s 781us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 176/500
450/450 [==============================] - 0s 804us/step - loss: 0.3939 - accuracy: 0.8379
Epoch 177/500
450/450 [==============================] - 0s 774us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 178/500
450/450 [==============================] - 0s 815us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 179/500
450/450 [==============================] - 0s 804us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 180/500
450/450 [==============================] - 0s 790us/step - loss: 0.3937 - accuracy: 0.8369
Epoch 181/500
450/450 [==============================] - 0s 803us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 182/500
450/450 [==============================] - 0s 798us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 183/500
450/450 [==============================] - 0s 794us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 184/500
450/450 [==============================] - 0s 801us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 185/500
450/450 [==============================] - 0s 783us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 186/500
450/450 [==============================] - 0s 777us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 187/500
450/450 [==============================] - 0s 811us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 188/500
450/450 [==============================] - 0s 777us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 189/500
450/450 [==============================] - 0s 778us/step - loss: 0.3933 - accuracy: 0.8368
Epoch 190/500
450/450 [==============================] - 0s 790us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 191/500
450/450 [==============================] - 0s 776us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 192/500
450/450 [==============================] - 0s 800us/step - loss: 0.3933 - accuracy: 0.8375
Epoch 193/500
450/450 [==============================] - 0s 787us/step - loss: 0.3934 - accuracy: 0.8372
Epoch 194/500
450/450 [==============================] - 0s 775us/step - loss: 0.3935 - accuracy: 0.8376
Epoch 195/500
450/450 [==============================] - 0s 800us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 196/500
450/450 [==============================] - 0s 778us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 197/500
450/450 [==============================] - 0s 773us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 198/500
450/450 [==============================] - 0s 799us/step - loss: 0.3935 - accuracy: 0.8367
Epoch 199/500
450/450 [==============================] - 0s 772us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 200/500
450/450 [==============================] - 0s 776us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 201/500
450/450 [==============================] - 0s 807us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 202/500
450/450 [==============================] - 0s 770us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 203/500
450/450 [==============================] - 0s 789us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 204/500
450/450 [==============================] - 0s 776us/step - loss: 0.3936 - accuracy: 0.8369
Epoch 205/500
450/450 [==============================] - 0s 777us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 206/500
450/450 [==============================] - 0s 788us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 207/500
450/450 [==============================] - 0s 792us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 208/500
450/450 [==============================] - 0s 862us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 209/500
450/450 [==============================] - 0s 873us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 210/500
450/450 [==============================] - 0s 768us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 211/500
450/450 [==============================] - 0s 773us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 212/500
450/450 [==============================] - 0s 799us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 213/500
450/450 [==============================] - 0s 775us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 214/500
450/450 [==============================] - 0s 773us/step - loss: 0.3934 - accuracy: 0.8365
Epoch 215/500
450/450 [==============================] - 0s 985us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 216/500
450/450 [==============================] - 0s 820us/step - loss: 0.3929 - accuracy: 0.8388
Epoch 217/500
450/450 [==============================] - 0s 795us/step - loss: 0.3929 - accuracy: 0.8394
Epoch 218/500
450/450 [==============================] - 0s 799us/step - loss: 0.3930 - accuracy: 0.8376
Epoch 219/500
450/450 [==============================] - 0s 776us/step - loss: 0.3930 - accuracy: 0.8365
Epoch 220/500
450/450 [==============================] - 0s 818us/step - loss: 0.3927 - accuracy: 0.8364
Epoch 221/500
450/450 [==============================] - 0s 779us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 222/500
450/450 [==============================] - 0s 785us/step - loss: 0.3935 - accuracy: 0.8371
Epoch 223/500
450/450 [==============================] - 0s 795us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 224/500
450/450 [==============================] - 0s 770us/step - loss: 0.3933 - accuracy: 0.8367
Epoch 225/500
450/450 [==============================] - 0s 774us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 226/500
450/450 [==============================] - 0s 790us/step - loss: 0.3930 - accuracy: 0.8365
Epoch 227/500
450/450 [==============================] - 0s 770us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 228/500
450/450 [==============================] - 0s 788us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 229/500
450/450 [==============================] - 0s 773us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 230/500
450/450 [==============================] - 0s 774us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 231/500
450/450 [==============================] - 0s 790us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 232/500
450/450 [==============================] - 0s 769us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 233/500
450/450 [==============================] - 0s 781us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 234/500
450/450 [==============================] - 0s 798us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 235/500
450/450 [==============================] - 0s 776us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 236/500
450/450 [==============================] - 0s 771us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 237/500
450/450 [==============================] - 0s 783us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 238/500
450/450 [==============================] - 0s 771us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 239/500
450/450 [==============================] - 0s 774us/step - loss: 0.3929 - accuracy: 0.8389
Epoch 240/500
450/450 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8356
Epoch 241/500
450/450 [==============================] - 0s 775us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 242/500
450/450 [==============================] - 0s 803us/step - loss: 0.3928 - accuracy: 0.8360
Epoch 243/500
450/450 [==============================] - 0s 781us/step - loss: 0.3929 - accuracy: 0.8376
Epoch 244/500
450/450 [==============================] - 0s 779us/step - loss: 0.3926 - accuracy: 0.8379
Epoch 245/500
450/450 [==============================] - 0s 805us/step - loss: 0.3924 - accuracy: 0.8369
Epoch 246/500
450/450 [==============================] - 0s 774us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 247/500
450/450 [==============================] - 0s 775us/step - loss: 0.3917 - accuracy: 0.8369
Epoch 248/500
450/450 [==============================] - 0s 806us/step - loss: 0.3917 - accuracy: 0.8379
Epoch 249/500
450/450 [==============================] - 0s 807us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 250/500
450/450 [==============================] - 0s 799us/step - loss: 0.3911 - accuracy: 0.8403
Epoch 251/500
450/450 [==============================] - 0s 820us/step - loss: 0.3913 - accuracy: 0.8374
Epoch 252/500
450/450 [==============================] - 0s 780us/step - loss: 0.3907 - accuracy: 0.8388
Epoch 253/500
450/450 [==============================] - 0s 785us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 254/500
450/450 [==============================] - 0s 809us/step - loss: 0.3902 - accuracy: 0.8382
Epoch 255/500
450/450 [==============================] - 0s 779us/step - loss: 0.3905 - accuracy: 0.8386
Epoch 256/500
450/450 [==============================] - 0s 782us/step - loss: 0.3904 - accuracy: 0.8383
Epoch 257/500
450/450 [==============================] - 0s 919us/step - loss: 0.3901 - accuracy: 0.8388
Epoch 258/500
450/450 [==============================] - 0s 774us/step - loss: 0.3901 - accuracy: 0.8390
Epoch 259/500
450/450 [==============================] - 0s 797us/step - loss: 0.3898 - accuracy: 0.8382
Epoch 260/500
450/450 [==============================] - 0s 787us/step - loss: 0.3897 - accuracy: 0.8399
Epoch 261/500
450/450 [==============================] - 0s 793us/step - loss: 0.3901 - accuracy: 0.8407
Epoch 262/500
450/450 [==============================] - 0s 816us/step - loss: 0.3893 - accuracy: 0.8394
Epoch 263/500
450/450 [==============================] - 0s 778us/step - loss: 0.3895 - accuracy: 0.8390
Epoch 264/500
450/450 [==============================] - 0s 797us/step - loss: 0.3892 - accuracy: 0.8385
Epoch 265/500
450/450 [==============================] - 0s 800us/step - loss: 0.3893 - accuracy: 0.8397
Epoch 266/500
450/450 [==============================] - 0s 790us/step - loss: 0.3893 - accuracy: 0.8383
Epoch 267/500
450/450 [==============================] - 0s 802us/step - loss: 0.3891 - accuracy: 0.8386
Epoch 268/500
450/450 [==============================] - 0s 773us/step - loss: 0.3890 - accuracy: 0.8414
Epoch 269/500
450/450 [==============================] - 0s 769us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 270/500
450/450 [==============================] - 0s 782us/step - loss: 0.3889 - accuracy: 0.8389
Epoch 271/500
450/450 [==============================] - 0s 774us/step - loss: 0.3889 - accuracy: 0.8390
Epoch 272/500
450/450 [==============================] - 0s 771us/step - loss: 0.3886 - accuracy: 0.8393
Epoch 273/500
450/450 [==============================] - 0s 804us/step - loss: 0.3890 - accuracy: 0.8414
Epoch 274/500
450/450 [==============================] - 0s 772us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 275/500
450/450 [==============================] - 0s 767us/step - loss: 0.3890 - accuracy: 0.8392
Epoch 276/500
450/450 [==============================] - 0s 805us/step - loss: 0.3887 - accuracy: 0.8411
Epoch 277/500
450/450 [==============================] - 0s 813us/step - loss: 0.3886 - accuracy: 0.8396
Epoch 278/500
450/450 [==============================] - 0s 775us/step - loss: 0.3884 - accuracy: 0.8394
Epoch 279/500
450/450 [==============================] - 0s 807us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 280/500
450/450 [==============================] - 0s 780us/step - loss: 0.3885 - accuracy: 0.8396
Epoch 281/500
450/450 [==============================] - 0s 799us/step - loss: 0.3884 - accuracy: 0.8407
Epoch 282/500
450/450 [==============================] - 0s 767us/step - loss: 0.3884 - accuracy: 0.8386
Epoch 283/500
450/450 [==============================] - 0s 772us/step - loss: 0.3886 - accuracy: 0.8406
Epoch 284/500
450/450 [==============================] - 0s 798us/step - loss: 0.3886 - accuracy: 0.8390
Epoch 285/500
450/450 [==============================] - 0s 864us/step - loss: 0.3886 - accuracy: 0.83940s - loss: 0.3862 - accuracy: 0.84
Epoch 286/500
450/450 [==============================] - 0s 834us/step - loss: 0.3882 - accuracy: 0.8397
Epoch 287/500
450/450 [==============================] - 0s 800us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 288/500
450/450 [==============================] - 0s 802us/step - loss: 0.3884 - accuracy: 0.8383
Epoch 289/500
450/450 [==============================] - 0s 804us/step - loss: 0.3881 - accuracy: 0.8411
Epoch 290/500
450/450 [==============================] - 0s 834us/step - loss: 0.3883 - accuracy: 0.84130s - loss: 0.3906 - accuracy:
Epoch 291/500
450/450 [==============================] - 0s 906us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 292/500
450/450 [==============================] - 0s 806us/step - loss: 0.3881 - accuracy: 0.8400
Epoch 293/500
450/450 [==============================] - 0s 766us/step - loss: 0.3884 - accuracy: 0.8396
Epoch 294/500
450/450 [==============================] - 0s 777us/step - loss: 0.3883 - accuracy: 0.8396
Epoch 295/500
450/450 [==============================] - 0s 790us/step - loss: 0.3881 - accuracy: 0.8414
Epoch 296/500
450/450 [==============================] - 0s 766us/step - loss: 0.3882 - accuracy: 0.8389
Epoch 297/500
450/450 [==============================] - 0s 772us/step - loss: 0.3881 - accuracy: 0.8390
Epoch 298/500
450/450 [==============================] - 0s 804us/step - loss: 0.3882 - accuracy: 0.8396
Epoch 299/500
450/450 [==============================] - 0s 771us/step - loss: 0.3886 - accuracy: 0.8389
Epoch 300/500
450/450 [==============================] - 0s 783us/step - loss: 0.3888 - accuracy: 0.8399
Epoch 301/500
450/450 [==============================] - 0s 813us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 302/500
450/450 [==============================] - 0s 773us/step - loss: 0.3887 - accuracy: 0.8386
Epoch 303/500
450/450 [==============================] - 0s 769us/step - loss: 0.3882 - accuracy: 0.8406
Epoch 304/500
450/450 [==============================] - 0s 818us/step - loss: 0.3888 - accuracy: 0.8400
Epoch 305/500
450/450 [==============================] - 0s 769us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 306/500
450/450 [==============================] - 0s 796us/step - loss: 0.3885 - accuracy: 0.8389
Epoch 307/500
450/450 [==============================] - 0s 768us/step - loss: 0.3886 - accuracy: 0.8394
Epoch 308/500
450/450 [==============================] - 0s 768us/step - loss: 0.3886 - accuracy: 0.8401
Epoch 309/500
450/450 [==============================] - 0s 791us/step - loss: 0.3883 - accuracy: 0.8396
Epoch 310/500
450/450 [==============================] - 0s 768us/step - loss: 0.3883 - accuracy: 0.8399
Epoch 311/500
450/450 [==============================] - 0s 771us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 312/500
450/450 [==============================] - 0s 807us/step - loss: 0.3884 - accuracy: 0.8406
Epoch 313/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8419
Epoch 314/500
450/450 [==============================] - 0s 858us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 315/500
450/450 [==============================] - 0s 797us/step - loss: 0.3883 - accuracy: 0.8411
Epoch 316/500
450/450 [==============================] - 0s 778us/step - loss: 0.3882 - accuracy: 0.8394
Epoch 317/500
450/450 [==============================] - 0s 847us/step - loss: 0.3878 - accuracy: 0.8401
Epoch 318/500
450/450 [==============================] - 0s 775us/step - loss: 0.3883 - accuracy: 0.8390
Epoch 319/500
450/450 [==============================] - 0s 775us/step - loss: 0.3884 - accuracy: 0.8390
Epoch 320/500
450/450 [==============================] - 0s 796us/step - loss: 0.3884 - accuracy: 0.8392
Epoch 321/500
450/450 [==============================] - 0s 780us/step - loss: 0.3882 - accuracy: 0.8410
Epoch 322/500
450/450 [==============================] - 0s 780us/step - loss: 0.3882 - accuracy: 0.8394
Epoch 323/500
450/450 [==============================] - 0s 805us/step - loss: 0.3883 - accuracy: 0.8381
Epoch 324/500
450/450 [==============================] - 0s 775us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 325/500
450/450 [==============================] - 0s 791us/step - loss: 0.3883 - accuracy: 0.8401
Epoch 326/500
450/450 [==============================] - 0s 777us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 327/500
450/450 [==============================] - 0s 779us/step - loss: 0.3886 - accuracy: 0.8394
Epoch 328/500
450/450 [==============================] - 0s 787us/step - loss: 0.3886 - accuracy: 0.8396
Epoch 329/500
450/450 [==============================] - 0s 766us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 330/500
450/450 [==============================] - 0s 773us/step - loss: 0.3886 - accuracy: 0.8386
Epoch 331/500
450/450 [==============================] - 0s 789us/step - loss: 0.3881 - accuracy: 0.8407
Epoch 332/500
450/450 [==============================] - 0s 782us/step - loss: 0.3882 - accuracy: 0.8400
Epoch 333/500
450/450 [==============================] - 0s 787us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 334/500
450/450 [==============================] - 0s 857us/step - loss: 0.3884 - accuracy: 0.8394
Epoch 335/500
450/450 [==============================] - 0s 769us/step - loss: 0.3879 - accuracy: 0.8394
Epoch 336/500
450/450 [==============================] - 0s 771us/step - loss: 0.3884 - accuracy: 0.8406
Epoch 337/500
450/450 [==============================] - 0s 809us/step - loss: 0.3881 - accuracy: 0.8407
Epoch 338/500
450/450 [==============================] - 0s 767us/step - loss: 0.3882 - accuracy: 0.8383
Epoch 339/500
450/450 [==============================] - 0s 772us/step - loss: 0.3885 - accuracy: 0.8392
Epoch 340/500
450/450 [==============================] - 0s 811us/step - loss: 0.3886 - accuracy: 0.8400
Epoch 341/500
450/450 [==============================] - 0s 770us/step - loss: 0.3878 - accuracy: 0.8390
Epoch 342/500
450/450 [==============================] - 0s 776us/step - loss: 0.3882 - accuracy: 0.8383
Epoch 343/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3883 - accuracy: 0.8386
Epoch 344/500
450/450 [==============================] - 0s 847us/step - loss: 0.3883 - accuracy: 0.8403
Epoch 345/500
450/450 [==============================] - 0s 771us/step - loss: 0.3879 - accuracy: 0.8399
Epoch 346/500
450/450 [==============================] - 0s 775us/step - loss: 0.3879 - accuracy: 0.8403
Epoch 347/500
450/450 [==============================] - 0s 822us/step - loss: 0.3884 - accuracy: 0.8385
Epoch 348/500
450/450 [==============================] - 0s 810us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 349/500
450/450 [==============================] - 0s 818us/step - loss: 0.3879 - accuracy: 0.8383
Epoch 350/500
450/450 [==============================] - 0s 792us/step - loss: 0.3880 - accuracy: 0.8399
Epoch 351/500
450/450 [==============================] - 0s 776us/step - loss: 0.3881 - accuracy: 0.8403
Epoch 352/500
450/450 [==============================] - 0s 772us/step - loss: 0.3881 - accuracy: 0.8401
Epoch 353/500
450/450 [==============================] - 0s 787us/step - loss: 0.3878 - accuracy: 0.8399
Epoch 354/500
450/450 [==============================] - 0s 816us/step - loss: 0.3880 - accuracy: 0.8390
Epoch 355/500
450/450 [==============================] - 0s 800us/step - loss: 0.3879 - accuracy: 0.8408
Epoch 356/500
450/450 [==============================] - 0s 796us/step - loss: 0.3876 - accuracy: 0.8408
Epoch 357/500
450/450 [==============================] - 0s 779us/step - loss: 0.3875 - accuracy: 0.8397
Epoch 358/500
450/450 [==============================] - 0s 775us/step - loss: 0.3877 - accuracy: 0.8401
Epoch 359/500
450/450 [==============================] - 0s 815us/step - loss: 0.3874 - accuracy: 0.8389
Epoch 360/500
450/450 [==============================] - 0s 775us/step - loss: 0.3878 - accuracy: 0.8394
Epoch 361/500
450/450 [==============================] - 0s 787us/step - loss: 0.3877 - accuracy: 0.8386
Epoch 362/500
450/450 [==============================] - 0s 771us/step - loss: 0.3879 - accuracy: 0.8399
Epoch 363/500
450/450 [==============================] - 0s 770us/step - loss: 0.3872 - accuracy: 0.8388
Epoch 364/500
450/450 [==============================] - 0s 841us/step - loss: 0.3873 - accuracy: 0.8393
Epoch 365/500
450/450 [==============================] - 0s 936us/step - loss: 0.3877 - accuracy: 0.8394
Epoch 366/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8399
Epoch 367/500
450/450 [==============================] - 0s 869us/step - loss: 0.3872 - accuracy: 0.8388
Epoch 368/500
450/450 [==============================] - 0s 837us/step - loss: 0.3876 - accuracy: 0.8389
Epoch 369/500
450/450 [==============================] - 0s 807us/step - loss: 0.3873 - accuracy: 0.8399
Epoch 370/500
450/450 [==============================] - 0s 813us/step - loss: 0.3867 - accuracy: 0.8406
Epoch 371/500
450/450 [==============================] - 0s 835us/step - loss: 0.3873 - accuracy: 0.8394
Epoch 372/500
450/450 [==============================] - 0s 845us/step - loss: 0.3871 - accuracy: 0.8396
Epoch 373/500
450/450 [==============================] - 0s 844us/step - loss: 0.3872 - accuracy: 0.8399
Epoch 374/500
450/450 [==============================] - 0s 797us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 375/500
450/450 [==============================] - 0s 773us/step - loss: 0.3871 - accuracy: 0.8392
Epoch 376/500
450/450 [==============================] - 0s 786us/step - loss: 0.3870 - accuracy: 0.8397
Epoch 377/500
450/450 [==============================] - 0s 797us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 378/500
450/450 [==============================] - 0s 782us/step - loss: 0.3872 - accuracy: 0.8392
Epoch 379/500
450/450 [==============================] - 0s 772us/step - loss: 0.3874 - accuracy: 0.8386
Epoch 380/500
450/450 [==============================] - 0s 799us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 381/500
450/450 [==============================] - 0s 773us/step - loss: 0.3869 - accuracy: 0.8390
Epoch 382/500
450/450 [==============================] - 0s 791us/step - loss: 0.3865 - accuracy: 0.8399
Epoch 383/500
450/450 [==============================] - 0s 830us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 384/500
450/450 [==============================] - 0s 771us/step - loss: 0.3870 - accuracy: 0.8399
Epoch 385/500
450/450 [==============================] - 0s 774us/step - loss: 0.3865 - accuracy: 0.8375
Epoch 386/500
450/450 [==============================] - 0s 812us/step - loss: 0.3870 - accuracy: 0.8399
Epoch 387/500
450/450 [==============================] - 0s 774us/step - loss: 0.3867 - accuracy: 0.8388
Epoch 388/500
450/450 [==============================] - 0s 787us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 389/500
450/450 [==============================] - 0s 766us/step - loss: 0.3853 - accuracy: 0.8390
Epoch 390/500
450/450 [==============================] - 0s 774us/step - loss: 0.3866 - accuracy: 0.8394
Epoch 391/500
450/450 [==============================] - 0s 807us/step - loss: 0.3868 - accuracy: 0.8400
Epoch 392/500
450/450 [==============================] - 0s 777us/step - loss: 0.3864 - accuracy: 0.8399
Epoch 393/500
450/450 [==============================] - 0s 768us/step - loss: 0.3870 - accuracy: 0.8397
Epoch 394/500
450/450 [==============================] - 0s 807us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 395/500
450/450 [==============================] - 0s 774us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 396/500
450/450 [==============================] - 0s 766us/step - loss: 0.3867 - accuracy: 0.8400
Epoch 397/500
450/450 [==============================] - 0s 804us/step - loss: 0.3857 - accuracy: 0.8408
Epoch 398/500
450/450 [==============================] - 0s 770us/step - loss: 0.3864 - accuracy: 0.8401
Epoch 399/500
450/450 [==============================] - 0s 780us/step - loss: 0.3859 - accuracy: 0.8403
Epoch 400/500
450/450 [==============================] - 0s 780us/step - loss: 0.3867 - accuracy: 0.8393
Epoch 401/500
450/450 [==============================] - 0s 772us/step - loss: 0.3863 - accuracy: 0.8406
Epoch 402/500
450/450 [==============================] - 0s 772us/step - loss: 0.3860 - accuracy: 0.8421
Epoch 403/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8392
Epoch 404/500
450/450 [==============================] - 0s 776us/step - loss: 0.3866 - accuracy: 0.8393
Epoch 405/500
450/450 [==============================] - 0s 826us/step - loss: 0.3871 - accuracy: 0.8404
Epoch 406/500
450/450 [==============================] - 0s 783us/step - loss: 0.3863 - accuracy: 0.8401
Epoch 407/500
450/450 [==============================] - 0s 764us/step - loss: 0.3866 - accuracy: 0.8393
Epoch 408/500
450/450 [==============================] - 0s 783us/step - loss: 0.3864 - accuracy: 0.8397
Epoch 409/500
450/450 [==============================] - 0s 775us/step - loss: 0.3868 - accuracy: 0.8390
Epoch 410/500
450/450 [==============================] - 0s 779us/step - loss: 0.3865 - accuracy: 0.8399
Epoch 411/500
450/450 [==============================] - 0s 805us/step - loss: 0.3863 - accuracy: 0.8400
Epoch 412/500
450/450 [==============================] - 0s 768us/step - loss: 0.3866 - accuracy: 0.8388
Epoch 413/500
450/450 [==============================] - 0s 795us/step - loss: 0.3861 - accuracy: 0.8408
Epoch 414/500
450/450 [==============================] - 0s 792us/step - loss: 0.3866 - accuracy: 0.8396
Epoch 415/500
450/450 [==============================] - 0s 773us/step - loss: 0.3862 - accuracy: 0.8404
Epoch 416/500
450/450 [==============================] - 0s 799us/step - loss: 0.3863 - accuracy: 0.8411
Epoch 417/500
450/450 [==============================] - 0s 772us/step - loss: 0.3861 - accuracy: 0.8407
Epoch 418/500
450/450 [==============================] - 0s 770us/step - loss: 0.3859 - accuracy: 0.8394
Epoch 419/500
450/450 [==============================] - 0s 805us/step - loss: 0.3861 - accuracy: 0.8397
Epoch 420/500
450/450 [==============================] - 0s 777us/step - loss: 0.3856 - accuracy: 0.8411
Epoch 421/500
450/450 [==============================] - 0s 991us/step - loss: 0.3863 - accuracy: 0.8415
Epoch 422/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3856 - accuracy: 0.8411
Epoch 423/500
450/450 [==============================] - 0s 975us/step - loss: 0.3856 - accuracy: 0.8389
Epoch 424/500
450/450 [==============================] - 0s 911us/step - loss: 0.3859 - accuracy: 0.8397
Epoch 425/500
450/450 [==============================] - 0s 955us/step - loss: 0.3864 - accuracy: 0.8406
Epoch 426/500
450/450 [==============================] - 0s 933us/step - loss: 0.3862 - accuracy: 0.8418
Epoch 427/500
450/450 [==============================] - 0s 833us/step - loss: 0.3860 - accuracy: 0.8396
Epoch 428/500
450/450 [==============================] - 0s 862us/step - loss: 0.3859 - accuracy: 0.8415
Epoch 429/500
450/450 [==============================] - 0s 876us/step - loss: 0.3863 - accuracy: 0.8414
Epoch 430/500
450/450 [==============================] - 0s 822us/step - loss: 0.3865 - accuracy: 0.8396
Epoch 431/500
450/450 [==============================] - 0s 771us/step - loss: 0.3859 - accuracy: 0.8396
Epoch 432/500
450/450 [==============================] - 0s 780us/step - loss: 0.3862 - accuracy: 0.8400
Epoch 433/500
450/450 [==============================] - 0s 796us/step - loss: 0.3860 - accuracy: 0.8415
Epoch 434/500
450/450 [==============================] - 0s 792us/step - loss: 0.3865 - accuracy: 0.8397
Epoch 435/500
450/450 [==============================] - 0s 830us/step - loss: 0.3862 - accuracy: 0.8399
Epoch 436/500
450/450 [==============================] - 0s 842us/step - loss: 0.3861 - accuracy: 0.8394
Epoch 437/500
450/450 [==============================] - 0s 868us/step - loss: 0.3858 - accuracy: 0.8408
Epoch 438/500
450/450 [==============================] - 0s 858us/step - loss: 0.3857 - accuracy: 0.8388
Epoch 439/500
450/450 [==============================] - 0s 797us/step - loss: 0.3859 - accuracy: 0.8421
Epoch 440/500
450/450 [==============================] - 0s 771us/step - loss: 0.3861 - accuracy: 0.8397
Epoch 441/500
450/450 [==============================] - 0s 769us/step - loss: 0.3863 - accuracy: 0.8390
Epoch 442/500
450/450 [==============================] - 0s 804us/step - loss: 0.3858 - accuracy: 0.8410
Epoch 443/500
450/450 [==============================] - 0s 787us/step - loss: 0.3859 - accuracy: 0.8400
Epoch 444/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8400
Epoch 445/500
450/450 [==============================] - 0s 978us/step - loss: 0.3858 - accuracy: 0.8401
Epoch 446/500
450/450 [==============================] - 0s 869us/step - loss: 0.3859 - accuracy: 0.8406
Epoch 447/500
450/450 [==============================] - 0s 892us/step - loss: 0.3862 - accuracy: 0.8414
Epoch 448/500
450/450 [==============================] - 0s 775us/step - loss: 0.3861 - accuracy: 0.84130s - loss: 0.3746 - accu
Epoch 449/500
450/450 [==============================] - 0s 839us/step - loss: 0.3857 - accuracy: 0.8404
Epoch 450/500
450/450 [==============================] - 0s 868us/step - loss: 0.3861 - accuracy: 0.8404
Epoch 451/500
450/450 [==============================] - 0s 850us/step - loss: 0.3859 - accuracy: 0.8404
Epoch 452/500
450/450 [==============================] - 0s 777us/step - loss: 0.3853 - accuracy: 0.8388
Epoch 453/500
450/450 [==============================] - 0s 800us/step - loss: 0.3859 - accuracy: 0.8407
Epoch 454/500
450/450 [==============================] - 0s 778us/step - loss: 0.3860 - accuracy: 0.8413
Epoch 455/500
450/450 [==============================] - 0s 802us/step - loss: 0.3862 - accuracy: 0.8397
Epoch 456/500
450/450 [==============================] - 0s 767us/step - loss: 0.3861 - accuracy: 0.8404
Epoch 457/500
450/450 [==============================] - 0s 780us/step - loss: 0.3860 - accuracy: 0.8388
Epoch 458/500
450/450 [==============================] - 0s 798us/step - loss: 0.3857 - accuracy: 0.8397
Epoch 459/500
450/450 [==============================] - 0s 771us/step - loss: 0.3854 - accuracy: 0.8411
Epoch 460/500
450/450 [==============================] - 0s 769us/step - loss: 0.3859 - accuracy: 0.8407
Epoch 461/500
450/450 [==============================] - 0s 795us/step - loss: 0.3860 - accuracy: 0.8410
Epoch 462/500
450/450 [==============================] - 0s 768us/step - loss: 0.3862 - accuracy: 0.8400
Epoch 463/500
450/450 [==============================] - 0s 805us/step - loss: 0.3857 - accuracy: 0.8383
Epoch 464/500
450/450 [==============================] - 0s 771us/step - loss: 0.3860 - accuracy: 0.8399
Epoch 465/500
450/450 [==============================] - 0s 774us/step - loss: 0.3858 - accuracy: 0.8415
Epoch 466/500
450/450 [==============================] - 0s 779us/step - loss: 0.3859 - accuracy: 0.8408
Epoch 467/500
450/450 [==============================] - 0s 798us/step - loss: 0.3856 - accuracy: 0.8400
Epoch 468/500
450/450 [==============================] - 0s 777us/step - loss: 0.3860 - accuracy: 0.8403
Epoch 469/500
450/450 [==============================] - 0s 797us/step - loss: 0.3860 - accuracy: 0.8406
Epoch 470/500
450/450 [==============================] - 0s 780us/step - loss: 0.3861 - accuracy: 0.8417
Epoch 471/500
450/450 [==============================] - 0s 774us/step - loss: 0.3858 - accuracy: 0.8404
Epoch 472/500
450/450 [==============================] - 0s 800us/step - loss: 0.3857 - accuracy: 0.8388
Epoch 473/500
450/450 [==============================] - 0s 774us/step - loss: 0.3854 - accuracy: 0.8406
Epoch 474/500
450/450 [==============================] - 0s 781us/step - loss: 0.3862 - accuracy: 0.8419
Epoch 475/500
450/450 [==============================] - 0s 782us/step - loss: 0.3859 - accuracy: 0.8388
Epoch 476/500
450/450 [==============================] - 0s 770us/step - loss: 0.3863 - accuracy: 0.8390
Epoch 477/500
450/450 [==============================] - 0s 768us/step - loss: 0.3860 - accuracy: 0.8411
Epoch 478/500
450/450 [==============================] - 0s 792us/step - loss: 0.3859 - accuracy: 0.8400
Epoch 479/500
450/450 [==============================] - 0s 764us/step - loss: 0.3858 - accuracy: 0.8397
Epoch 480/500
450/450 [==============================] - 0s 796us/step - loss: 0.3862 - accuracy: 0.8407
Epoch 481/500
450/450 [==============================] - 0s 768us/step - loss: 0.3859 - accuracy: 0.8415
Epoch 482/500
450/450 [==============================] - 0s 772us/step - loss: 0.3857 - accuracy: 0.8393
Epoch 483/500
450/450 [==============================] - 0s 799us/step - loss: 0.3859 - accuracy: 0.8394
Epoch 484/500
450/450 [==============================] - 0s 783us/step - loss: 0.3858 - accuracy: 0.8403
Epoch 485/500
450/450 [==============================] - 0s 777us/step - loss: 0.3857 - accuracy: 0.8406
Epoch 486/500
450/450 [==============================] - 0s 829us/step - loss: 0.3862 - accuracy: 0.8413
Epoch 487/500
450/450 [==============================] - 0s 768us/step - loss: 0.3863 - accuracy: 0.8414
Epoch 488/500
450/450 [==============================] - 0s 771us/step - loss: 0.3858 - accuracy: 0.8396
Epoch 489/500
450/450 [==============================] - 0s 783us/step - loss: 0.3854 - accuracy: 0.8408
Epoch 490/500
450/450 [==============================] - 0s 773us/step - loss: 0.3861 - accuracy: 0.8403
Epoch 491/500
450/450 [==============================] - 0s 767us/step - loss: 0.3861 - accuracy: 0.8403
Epoch 492/500
450/450 [==============================] - 0s 778us/step - loss: 0.3861 - accuracy: 0.8400
Epoch 493/500
450/450 [==============================] - 0s 772us/step - loss: 0.3858 - accuracy: 0.8386
Epoch 494/500
450/450 [==============================] - 0s 797us/step - loss: 0.3857 - accuracy: 0.8419
Epoch 495/500
450/450 [==============================] - 0s 783us/step - loss: 0.3863 - accuracy: 0.8411
Epoch 496/500
450/450 [==============================] - 0s 771us/step - loss: 0.3863 - accuracy: 0.8389
Epoch 497/500
450/450 [==============================] - 0s 873us/step - loss: 0.3856 - accuracy: 0.8396
Epoch 498/500
450/450 [==============================] - 0s 772us/step - loss: 0.3855 - accuracy: 0.8401
Epoch 499/500
450/450 [==============================] - 0s 764us/step - loss: 0.3866 - accuracy: 0.8392
Epoch 500/500
450/450 [==============================] - 0s 796us/step - loss: 0.3859 - accuracy: 0.8411
Epoch 1/500
450/450 [==============================] - 0s 844us/step - loss: 0.5370 - accuracy: 0.7986
Epoch 2/500
450/450 [==============================] - 0s 833us/step - loss: 0.4352 - accuracy: 0.7986
Epoch 3/500
450/450 [==============================] - 0s 823us/step - loss: 0.4274 - accuracy: 0.7986
Epoch 4/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4228 - accuracy: 0.7986
Epoch 5/500
450/450 [==============================] - 0s 814us/step - loss: 0.4190 - accuracy: 0.7993
Epoch 6/500
450/450 [==============================] - 0s 787us/step - loss: 0.4164 - accuracy: 0.8258
Epoch 7/500
450/450 [==============================] - 0s 803us/step - loss: 0.4147 - accuracy: 0.8286
Epoch 8/500
450/450 [==============================] - 0s 792us/step - loss: 0.4132 - accuracy: 0.8326
Epoch 9/500
450/450 [==============================] - 0s 805us/step - loss: 0.4121 - accuracy: 0.8335
Epoch 10/500
450/450 [==============================] - 0s 801us/step - loss: 0.4110 - accuracy: 0.8357
Epoch 11/500
450/450 [==============================] - 0s 778us/step - loss: 0.4100 - accuracy: 0.8356
Epoch 12/500
450/450 [==============================] - 0s 808us/step - loss: 0.4090 - accuracy: 0.8350
Epoch 13/500
450/450 [==============================] - 0s 779us/step - loss: 0.4081 - accuracy: 0.8353
Epoch 14/500
450/450 [==============================] - 0s 777us/step - loss: 0.4068 - accuracy: 0.8368
Epoch 15/500
450/450 [==============================] - 0s 815us/step - loss: 0.4062 - accuracy: 0.8368
Epoch 16/500
450/450 [==============================] - 0s 795us/step - loss: 0.4054 - accuracy: 0.8368
Epoch 17/500
450/450 [==============================] - 0s 779us/step - loss: 0.4047 - accuracy: 0.8353
Epoch 18/500
450/450 [==============================] - 0s 806us/step - loss: 0.4038 - accuracy: 0.8367
Epoch 19/500
450/450 [==============================] - 0s 798us/step - loss: 0.4026 - accuracy: 0.8368
Epoch 20/500
450/450 [==============================] - 0s 797us/step - loss: 0.4028 - accuracy: 0.8367
Epoch 21/500
450/450 [==============================] - 0s 797us/step - loss: 0.4021 - accuracy: 0.8364
Epoch 22/500
450/450 [==============================] - 0s 787us/step - loss: 0.4022 - accuracy: 0.8360
Epoch 23/500
450/450 [==============================] - 0s 817us/step - loss: 0.4014 - accuracy: 0.8375
Epoch 24/500
450/450 [==============================] - 0s 786us/step - loss: 0.4010 - accuracy: 0.8361
Epoch 25/500
450/450 [==============================] - 0s 780us/step - loss: 0.4006 - accuracy: 0.8378
Epoch 26/500
450/450 [==============================] - 0s 820us/step - loss: 0.4001 - accuracy: 0.8378
Epoch 27/500
450/450 [==============================] - 0s 787us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 28/500
450/450 [==============================] - 0s 781us/step - loss: 0.3995 - accuracy: 0.8374
Epoch 29/500
450/450 [==============================] - 0s 833us/step - loss: 0.3988 - accuracy: 0.8382
Epoch 30/500
450/450 [==============================] - 0s 786us/step - loss: 0.3987 - accuracy: 0.8383
Epoch 31/500
450/450 [==============================] - 0s 798us/step - loss: 0.3984 - accuracy: 0.8372
Epoch 32/500
450/450 [==============================] - 0s 786us/step - loss: 0.3985 - accuracy: 0.8381
Epoch 33/500
450/450 [==============================] - 0s 782us/step - loss: 0.3979 - accuracy: 0.8372
Epoch 34/500
450/450 [==============================] - 0s 803us/step - loss: 0.3975 - accuracy: 0.8379
Epoch 35/500
450/450 [==============================] - 0s 794us/step - loss: 0.3974 - accuracy: 0.8372
Epoch 36/500
450/450 [==============================] - 0s 780us/step - loss: 0.3973 - accuracy: 0.8372
Epoch 37/500
450/450 [==============================] - 0s 810us/step - loss: 0.3971 - accuracy: 0.8390
Epoch 38/500
450/450 [==============================] - 0s 786us/step - loss: 0.3967 - accuracy: 0.8376
Epoch 39/500
450/450 [==============================] - 0s 787us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 40/500
450/450 [==============================] - 0s 818us/step - loss: 0.3964 - accuracy: 0.8389
Epoch 41/500
450/450 [==============================] - 0s 791us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 42/500
450/450 [==============================] - 0s 803us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 43/500
450/450 [==============================] - 0s 801us/step - loss: 0.3960 - accuracy: 0.8372
Epoch 44/500
450/450 [==============================] - 0s 801us/step - loss: 0.3959 - accuracy: 0.8379
Epoch 45/500
450/450 [==============================] - 0s 816us/step - loss: 0.3958 - accuracy: 0.8383
Epoch 46/500
450/450 [==============================] - 0s 818us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 47/500
450/450 [==============================] - 0s 792us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 48/500
450/450 [==============================] - 0s 816us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 49/500
450/450 [==============================] - 0s 805us/step - loss: 0.3953 - accuracy: 0.8381
Epoch 50/500
450/450 [==============================] - 0s 799us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 51/500
450/450 [==============================] - 0s 813us/step - loss: 0.3952 - accuracy: 0.8372
Epoch 52/500
450/450 [==============================] - 0s 797us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 53/500
450/450 [==============================] - 0s 789us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 54/500
450/450 [==============================] - 0s 811us/step - loss: 0.3950 - accuracy: 0.83720s - loss: 0.4010 - ac
Epoch 55/500
450/450 [==============================] - 0s 790us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 56/500
450/450 [==============================] - 0s 818us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 57/500
450/450 [==============================] - 0s 790us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 58/500
450/450 [==============================] - 0s 798us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 59/500
450/450 [==============================] - 0s 818us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 60/500
450/450 [==============================] - 0s 790us/step - loss: 0.3945 - accuracy: 0.8406
Epoch 61/500
450/450 [==============================] - 0s 806us/step - loss: 0.3946 - accuracy: 0.8378
Epoch 62/500
450/450 [==============================] - 0s 824us/step - loss: 0.3945 - accuracy: 0.8393
Epoch 63/500
450/450 [==============================] - 0s 796us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 64/500
450/450 [==============================] - 0s 795us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 65/500
450/450 [==============================] - 0s 817us/step - loss: 0.3940 - accuracy: 0.8385
Epoch 66/500
450/450 [==============================] - 0s 797us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 67/500
450/450 [==============================] - 0s 800us/step - loss: 0.3938 - accuracy: 0.8399
Epoch 68/500
450/450 [==============================] - 0s 809us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 69/500
450/450 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 70/500
450/450 [==============================] - 0s 824us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 71/500
450/450 [==============================] - 0s 793us/step - loss: 0.3932 - accuracy: 0.8399
Epoch 72/500
450/450 [==============================] - 0s 796us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 73/500
450/450 [==============================] - 0s 856us/step - loss: 0.3930 - accuracy: 0.8371
Epoch 74/500
450/450 [==============================] - 0s 790us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 75/500
450/450 [==============================] - 0s 801us/step - loss: 0.3928 - accuracy: 0.8388
Epoch 76/500
450/450 [==============================] - 0s 813us/step - loss: 0.3930 - accuracy: 0.8394
Epoch 77/500
450/450 [==============================] - 0s 794us/step - loss: 0.3930 - accuracy: 0.8349
Epoch 78/500
450/450 [==============================] - 0s 800us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 79/500
450/450 [==============================] - 0s 793us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 80/500
450/450 [==============================] - 0s 792us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 81/500
450/450 [==============================] - 0s 818us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 82/500
450/450 [==============================] - 0s 787us/step - loss: 0.3929 - accuracy: 0.8393
Epoch 83/500
450/450 [==============================] - 0s 792us/step - loss: 0.3928 - accuracy: 0.8383
Epoch 84/500
450/450 [==============================] - 0s 824us/step - loss: 0.3928 - accuracy: 0.8382
Epoch 85/500
450/450 [==============================] - 0s 793us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 86/500
450/450 [==============================] - 0s 792us/step - loss: 0.3929 - accuracy: 0.8386
Epoch 87/500
450/450 [==============================] - 0s 820us/step - loss: 0.3928 - accuracy: 0.8381
Epoch 88/500
450/450 [==============================] - 0s 792us/step - loss: 0.3928 - accuracy: 0.8386
Epoch 89/500
450/450 [==============================] - 0s 830us/step - loss: 0.3926 - accuracy: 0.8379
Epoch 90/500
450/450 [==============================] - 0s 794us/step - loss: 0.3929 - accuracy: 0.8392
Epoch 91/500
450/450 [==============================] - 0s 809us/step - loss: 0.3924 - accuracy: 0.8379
Epoch 92/500
450/450 [==============================] - 0s 806us/step - loss: 0.3927 - accuracy: 0.8392
Epoch 93/500
450/450 [==============================] - 0s 811us/step - loss: 0.3925 - accuracy: 0.8379
Epoch 94/500
450/450 [==============================] - 0s 796us/step - loss: 0.3925 - accuracy: 0.8376
Epoch 95/500
450/450 [==============================] - 0s 827us/step - loss: 0.3927 - accuracy: 0.8382
Epoch 96/500
450/450 [==============================] - 0s 792us/step - loss: 0.3923 - accuracy: 0.8399
Epoch 97/500
450/450 [==============================] - 0s 790us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 98/500
450/450 [==============================] - 0s 824us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 99/500
450/450 [==============================] - 0s 791us/step - loss: 0.3925 - accuracy: 0.8400
Epoch 100/500
450/450 [==============================] - 0s 825us/step - loss: 0.3927 - accuracy: 0.8382
Epoch 101/500
450/450 [==============================] - 0s 842us/step - loss: 0.3926 - accuracy: 0.8383
Epoch 102/500
450/450 [==============================] - 0s 793us/step - loss: 0.3927 - accuracy: 0.8375
Epoch 103/500
450/450 [==============================] - 0s 818us/step - loss: 0.3925 - accuracy: 0.8379
Epoch 104/500
450/450 [==============================] - 0s 814us/step - loss: 0.3918 - accuracy: 0.8385
Epoch 105/500
450/450 [==============================] - 0s 795us/step - loss: 0.3928 - accuracy: 0.8386
Epoch 106/500
450/450 [==============================] - 0s 818us/step - loss: 0.3921 - accuracy: 0.8392
Epoch 107/500
450/450 [==============================] - 0s 796us/step - loss: 0.3929 - accuracy: 0.8381
Epoch 108/500
450/450 [==============================] - 0s 807us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 109/500
450/450 [==============================] - 0s 796us/step - loss: 0.3925 - accuracy: 0.8388
Epoch 110/500
450/450 [==============================] - 0s 788us/step - loss: 0.3923 - accuracy: 0.8375
Epoch 111/500
450/450 [==============================] - 0s 863us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 112/500
450/450 [==============================] - 0s 833us/step - loss: 0.3925 - accuracy: 0.8382
Epoch 113/500
450/450 [==============================] - 0s 836us/step - loss: 0.3926 - accuracy: 0.8390
Epoch 114/500
450/450 [==============================] - 0s 809us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 115/500
450/450 [==============================] - 0s 811us/step - loss: 0.3924 - accuracy: 0.8371
Epoch 116/500
450/450 [==============================] - 0s 830us/step - loss: 0.3923 - accuracy: 0.8386
Epoch 117/500
450/450 [==============================] - 0s 893us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 118/500
450/450 [==============================] - 0s 809us/step - loss: 0.3918 - accuracy: 0.8378
Epoch 119/500
450/450 [==============================] - 0s 812us/step - loss: 0.3911 - accuracy: 0.8375
Epoch 120/500
450/450 [==============================] - 0s 793us/step - loss: 0.3906 - accuracy: 0.8382
Epoch 121/500
450/450 [==============================] - 0s 792us/step - loss: 0.3903 - accuracy: 0.8388
Epoch 122/500
450/450 [==============================] - 0s 801us/step - loss: 0.3895 - accuracy: 0.8383
Epoch 123/500
450/450 [==============================] - 0s 795us/step - loss: 0.3886 - accuracy: 0.8383
Epoch 124/500
450/450 [==============================] - 0s 944us/step - loss: 0.3880 - accuracy: 0.8376
Epoch 125/500
450/450 [==============================] - 0s 798us/step - loss: 0.3873 - accuracy: 0.8393
Epoch 126/500
450/450 [==============================] - 0s 794us/step - loss: 0.3863 - accuracy: 0.8365
Epoch 127/500
450/450 [==============================] - 0s 817us/step - loss: 0.3856 - accuracy: 0.8376
Epoch 128/500
450/450 [==============================] - 0s 795us/step - loss: 0.3849 - accuracy: 0.8379
Epoch 129/500
450/450 [==============================] - 0s 787us/step - loss: 0.3846 - accuracy: 0.8378
Epoch 130/500
450/450 [==============================] - 0s 817us/step - loss: 0.3839 - accuracy: 0.8400
Epoch 131/500
450/450 [==============================] - 0s 795us/step - loss: 0.3832 - accuracy: 0.8388
Epoch 132/500
450/450 [==============================] - 0s 792us/step - loss: 0.3828 - accuracy: 0.8388
Epoch 133/500
450/450 [==============================] - 0s 802us/step - loss: 0.3828 - accuracy: 0.8378
Epoch 134/500
450/450 [==============================] - 0s 792us/step - loss: 0.3819 - accuracy: 0.8399
Epoch 135/500
450/450 [==============================] - 0s 787us/step - loss: 0.3820 - accuracy: 0.8376
Epoch 136/500
450/450 [==============================] - 0s 817us/step - loss: 0.3818 - accuracy: 0.8379
Epoch 137/500
450/450 [==============================] - 0s 792us/step - loss: 0.3816 - accuracy: 0.8399
Epoch 138/500
450/450 [==============================] - 0s 815us/step - loss: 0.3810 - accuracy: 0.8396
Epoch 139/500
450/450 [==============================] - 0s 793us/step - loss: 0.3806 - accuracy: 0.8404
Epoch 140/500
450/450 [==============================] - 0s 783us/step - loss: 0.3806 - accuracy: 0.8393
Epoch 141/500
450/450 [==============================] - 0s 819us/step - loss: 0.3813 - accuracy: 0.8393
Epoch 142/500
450/450 [==============================] - 0s 787us/step - loss: 0.3805 - accuracy: 0.8393
Epoch 143/500
450/450 [==============================] - 0s 788us/step - loss: 0.3805 - accuracy: 0.8400
Epoch 144/500
450/450 [==============================] - 0s 813us/step - loss: 0.3801 - accuracy: 0.8397
Epoch 145/500
450/450 [==============================] - 0s 788us/step - loss: 0.3797 - accuracy: 0.8410
Epoch 146/500
450/450 [==============================] - 0s 795us/step - loss: 0.3798 - accuracy: 0.8390
Epoch 147/500
450/450 [==============================] - 0s 812us/step - loss: 0.3799 - accuracy: 0.8413
Epoch 148/500
450/450 [==============================] - 0s 812us/step - loss: 0.3796 - accuracy: 0.8383
Epoch 149/500
450/450 [==============================] - 0s 806us/step - loss: 0.3792 - accuracy: 0.8400
Epoch 150/500
450/450 [==============================] - 0s 790us/step - loss: 0.3795 - accuracy: 0.8407
Epoch 151/500
450/450 [==============================] - 0s 801us/step - loss: 0.3791 - accuracy: 0.8404
Epoch 152/500
450/450 [==============================] - 0s 801us/step - loss: 0.3790 - accuracy: 0.8407
Epoch 153/500
450/450 [==============================] - 0s 787us/step - loss: 0.3789 - accuracy: 0.8401
Epoch 154/500
450/450 [==============================] - 0s 780us/step - loss: 0.3788 - accuracy: 0.8383
Epoch 155/500
450/450 [==============================] - 0s 808us/step - loss: 0.3783 - accuracy: 0.8413
Epoch 156/500
450/450 [==============================] - 0s 791us/step - loss: 0.3788 - accuracy: 0.8418
Epoch 157/500
450/450 [==============================] - 0s 798us/step - loss: 0.3783 - accuracy: 0.8418
Epoch 158/500
450/450 [==============================] - 0s 806us/step - loss: 0.3788 - accuracy: 0.8429
Epoch 159/500
450/450 [==============================] - 0s 791us/step - loss: 0.3782 - accuracy: 0.8415
Epoch 160/500
450/450 [==============================] - 0s 836us/step - loss: 0.3785 - accuracy: 0.8424
Epoch 161/500
450/450 [==============================] - 0s 837us/step - loss: 0.3784 - accuracy: 0.8408
Epoch 162/500
450/450 [==============================] - 0s 786us/step - loss: 0.3785 - accuracy: 0.8403
Epoch 163/500
450/450 [==============================] - 0s 835us/step - loss: 0.3777 - accuracy: 0.8421
Epoch 164/500
450/450 [==============================] - 0s 787us/step - loss: 0.3780 - accuracy: 0.8418
Epoch 165/500
450/450 [==============================] - 0s 783us/step - loss: 0.3778 - accuracy: 0.8424
Epoch 166/500
450/450 [==============================] - 0s 801us/step - loss: 0.3778 - accuracy: 0.8403
Epoch 167/500
450/450 [==============================] - 0s 786us/step - loss: 0.3774 - accuracy: 0.8417
Epoch 168/500
450/450 [==============================] - 0s 783us/step - loss: 0.3778 - accuracy: 0.8414
Epoch 169/500
450/450 [==============================] - 0s 807us/step - loss: 0.3774 - accuracy: 0.8421
Epoch 170/500
450/450 [==============================] - 0s 788us/step - loss: 0.3770 - accuracy: 0.8414
Epoch 171/500
450/450 [==============================] - 0s 825us/step - loss: 0.3773 - accuracy: 0.8411
Epoch 172/500
450/450 [==============================] - 0s 802us/step - loss: 0.3775 - accuracy: 0.8406
Epoch 173/500
450/450 [==============================] - 0s 793us/step - loss: 0.3770 - accuracy: 0.8425
Epoch 174/500
450/450 [==============================] - 0s 807us/step - loss: 0.3772 - accuracy: 0.8408
Epoch 175/500
450/450 [==============================] - 0s 810us/step - loss: 0.3771 - accuracy: 0.8418
Epoch 176/500
450/450 [==============================] - 0s 804us/step - loss: 0.3767 - accuracy: 0.8433
Epoch 177/500
450/450 [==============================] - 0s 810us/step - loss: 0.3768 - accuracy: 0.8417
Epoch 178/500
450/450 [==============================] - 0s 784us/step - loss: 0.3768 - accuracy: 0.8424
Epoch 179/500
450/450 [==============================] - 0s 803us/step - loss: 0.3769 - accuracy: 0.8426
Epoch 180/500
450/450 [==============================] - 0s 791us/step - loss: 0.3764 - accuracy: 0.8426
Epoch 181/500
450/450 [==============================] - 0s 794us/step - loss: 0.3763 - accuracy: 0.8407
Epoch 182/500
450/450 [==============================] - 0s 785us/step - loss: 0.3768 - accuracy: 0.8428
Epoch 183/500
450/450 [==============================] - 0s 814us/step - loss: 0.3767 - accuracy: 0.8425
Epoch 184/500
450/450 [==============================] - 0s 786us/step - loss: 0.3765 - accuracy: 0.8407
Epoch 185/500
450/450 [==============================] - 0s 811us/step - loss: 0.3765 - accuracy: 0.8422
Epoch 186/500
450/450 [==============================] - 0s 796us/step - loss: 0.3766 - accuracy: 0.8415
Epoch 187/500
450/450 [==============================] - 0s 788us/step - loss: 0.3762 - accuracy: 0.8438
Epoch 188/500
450/450 [==============================] - 0s 813us/step - loss: 0.3763 - accuracy: 0.8428
Epoch 189/500
450/450 [==============================] - 0s 784us/step - loss: 0.3761 - accuracy: 0.8432
Epoch 190/500
450/450 [==============================] - 0s 801us/step - loss: 0.3759 - accuracy: 0.8443
Epoch 191/500
450/450 [==============================] - 0s 794us/step - loss: 0.3762 - accuracy: 0.8436
Epoch 192/500
450/450 [==============================] - 0s 791us/step - loss: 0.3754 - accuracy: 0.8419
Epoch 193/500
450/450 [==============================] - 0s 790us/step - loss: 0.3761 - accuracy: 0.8422
Epoch 194/500
450/450 [==============================] - 0s 880us/step - loss: 0.3760 - accuracy: 0.84310s - loss: 0.3783 - accuracy: 0.84
Epoch 195/500
450/450 [==============================] - 0s 836us/step - loss: 0.3756 - accuracy: 0.8415
Epoch 196/500
450/450 [==============================] - 0s 821us/step - loss: 0.3759 - accuracy: 0.8417
Epoch 197/500
450/450 [==============================] - 0s 809us/step - loss: 0.3759 - accuracy: 0.8424
Epoch 198/500
450/450 [==============================] - 0s 829us/step - loss: 0.3756 - accuracy: 0.8432
Epoch 199/500
450/450 [==============================] - 0s 844us/step - loss: 0.3757 - accuracy: 0.8431
Epoch 200/500
450/450 [==============================] - 0s 802us/step - loss: 0.3757 - accuracy: 0.8442
Epoch 201/500
450/450 [==============================] - 0s 796us/step - loss: 0.3756 - accuracy: 0.8408
Epoch 202/500
450/450 [==============================] - 0s 791us/step - loss: 0.3755 - accuracy: 0.8449
Epoch 203/500
450/450 [==============================] - 0s 791us/step - loss: 0.3756 - accuracy: 0.8407
Epoch 204/500
450/450 [==============================] - 0s 814us/step - loss: 0.3752 - accuracy: 0.8428
Epoch 205/500
450/450 [==============================] - 0s 780us/step - loss: 0.3754 - accuracy: 0.8408
Epoch 206/500
450/450 [==============================] - 0s 805us/step - loss: 0.3751 - accuracy: 0.8442
Epoch 207/500
450/450 [==============================] - 0s 791us/step - loss: 0.3749 - accuracy: 0.8410
Epoch 208/500
450/450 [==============================] - 0s 787us/step - loss: 0.3751 - accuracy: 0.8415
Epoch 209/500
450/450 [==============================] - 0s 805us/step - loss: 0.3752 - accuracy: 0.8415
Epoch 210/500
450/450 [==============================] - 0s 806us/step - loss: 0.3750 - accuracy: 0.8426
Epoch 211/500
450/450 [==============================] - 0s 788us/step - loss: 0.3751 - accuracy: 0.8426
Epoch 212/500
450/450 [==============================] - 0s 852us/step - loss: 0.3750 - accuracy: 0.8425
Epoch 213/500
450/450 [==============================] - 0s 810us/step - loss: 0.3746 - accuracy: 0.8431
Epoch 214/500
450/450 [==============================] - 0s 791us/step - loss: 0.3751 - accuracy: 0.8439
Epoch 215/500
450/450 [==============================] - 0s 804us/step - loss: 0.3746 - accuracy: 0.8429
Epoch 216/500
450/450 [==============================] - 0s 791us/step - loss: 0.3748 - accuracy: 0.8407
Epoch 217/500
450/450 [==============================] - 0s 786us/step - loss: 0.3749 - accuracy: 0.8411
Epoch 218/500
450/450 [==============================] - 0s 804us/step - loss: 0.3747 - accuracy: 0.8425
Epoch 219/500
450/450 [==============================] - 0s 799us/step - loss: 0.3743 - accuracy: 0.8422
Epoch 220/500
450/450 [==============================] - 0s 793us/step - loss: 0.3744 - accuracy: 0.8431
Epoch 221/500
450/450 [==============================] - 0s 806us/step - loss: 0.3739 - accuracy: 0.8428
Epoch 222/500
450/450 [==============================] - 0s 781us/step - loss: 0.3742 - accuracy: 0.8424
Epoch 223/500
450/450 [==============================] - 0s 802us/step - loss: 0.3738 - accuracy: 0.84360s - loss: 0.3749 - accuracy: 0.84
Epoch 224/500
450/450 [==============================] - 0s 793us/step - loss: 0.3741 - accuracy: 0.8424
Epoch 225/500
450/450 [==============================] - 0s 782us/step - loss: 0.3735 - accuracy: 0.8431
Epoch 226/500
450/450 [==============================] - 0s 812us/step - loss: 0.3734 - accuracy: 0.8444
Epoch 227/500
450/450 [==============================] - 0s 789us/step - loss: 0.3734 - accuracy: 0.8425
Epoch 228/500
450/450 [==============================] - 0s 790us/step - loss: 0.3732 - accuracy: 0.8422
Epoch 229/500
450/450 [==============================] - 0s 806us/step - loss: 0.3733 - accuracy: 0.8424
Epoch 230/500
450/450 [==============================] - 0s 792us/step - loss: 0.3729 - accuracy: 0.8444
Epoch 231/500
450/450 [==============================] - 0s 807us/step - loss: 0.3731 - accuracy: 0.8424
Epoch 232/500
450/450 [==============================] - 0s 869us/step - loss: 0.3722 - accuracy: 0.8432
Epoch 233/500
450/450 [==============================] - 0s 803us/step - loss: 0.3726 - accuracy: 0.8431
Epoch 234/500
450/450 [==============================] - 0s 818us/step - loss: 0.3725 - accuracy: 0.8425
Epoch 235/500
450/450 [==============================] - 0s 801us/step - loss: 0.3720 - accuracy: 0.8428
Epoch 236/500
450/450 [==============================] - 0s 796us/step - loss: 0.3719 - accuracy: 0.8408
Epoch 237/500
450/450 [==============================] - 0s 840us/step - loss: 0.3718 - accuracy: 0.8438
Epoch 238/500
450/450 [==============================] - 0s 798us/step - loss: 0.3717 - accuracy: 0.8439
Epoch 239/500
450/450 [==============================] - 0s 801us/step - loss: 0.3714 - accuracy: 0.8429
Epoch 240/500
450/450 [==============================] - 0s 819us/step - loss: 0.3712 - accuracy: 0.8431
Epoch 241/500
450/450 [==============================] - 0s 803us/step - loss: 0.3715 - accuracy: 0.8426
Epoch 242/500
450/450 [==============================] - 0s 791us/step - loss: 0.3707 - accuracy: 0.8425
Epoch 243/500
450/450 [==============================] - 0s 811us/step - loss: 0.3704 - accuracy: 0.8432
Epoch 244/500
450/450 [==============================] - 0s 782us/step - loss: 0.3707 - accuracy: 0.8435
Epoch 245/500
450/450 [==============================] - 0s 811us/step - loss: 0.3705 - accuracy: 0.8428
Epoch 246/500
450/450 [==============================] - 0s 789us/step - loss: 0.3706 - accuracy: 0.8442
Epoch 247/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3698 - accuracy: 0.8447
Epoch 248/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3700 - accuracy: 0.8432
Epoch 249/500
450/450 [==============================] - 0s 906us/step - loss: 0.3700 - accuracy: 0.8431
Epoch 250/500
450/450 [==============================] - 0s 928us/step - loss: 0.3694 - accuracy: 0.8450
Epoch 251/500
450/450 [==============================] - 0s 908us/step - loss: 0.3697 - accuracy: 0.8446
Epoch 252/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3691 - accuracy: 0.8449
Epoch 253/500
450/450 [==============================] - 0s 844us/step - loss: 0.3691 - accuracy: 0.8443
Epoch 254/500
450/450 [==============================] - 0s 870us/step - loss: 0.3691 - accuracy: 0.8458
Epoch 255/500
450/450 [==============================] - 0s 879us/step - loss: 0.3687 - accuracy: 0.8453
Epoch 256/500
450/450 [==============================] - 0s 861us/step - loss: 0.3688 - accuracy: 0.8467
Epoch 257/500
450/450 [==============================] - 0s 812us/step - loss: 0.3684 - accuracy: 0.8454
Epoch 258/500
450/450 [==============================] - 0s 859us/step - loss: 0.3688 - accuracy: 0.8464
Epoch 259/500
450/450 [==============================] - 0s 789us/step - loss: 0.3676 - accuracy: 0.8456
Epoch 260/500
450/450 [==============================] - 0s 840us/step - loss: 0.3679 - accuracy: 0.8450
Epoch 261/500
450/450 [==============================] - 0s 812us/step - loss: 0.3678 - accuracy: 0.8472
Epoch 262/500
450/450 [==============================] - 0s 833us/step - loss: 0.3672 - accuracy: 0.8478
Epoch 263/500
450/450 [==============================] - 0s 875us/step - loss: 0.3674 - accuracy: 0.8474
Epoch 264/500
450/450 [==============================] - 0s 867us/step - loss: 0.3673 - accuracy: 0.8467
Epoch 265/500
450/450 [==============================] - 0s 817us/step - loss: 0.3670 - accuracy: 0.8478
Epoch 266/500
450/450 [==============================] - 0s 793us/step - loss: 0.3667 - accuracy: 0.8486
Epoch 267/500
450/450 [==============================] - 0s 786us/step - loss: 0.3670 - accuracy: 0.8497
Epoch 268/500
450/450 [==============================] - 0s 808us/step - loss: 0.3672 - accuracy: 0.8481
Epoch 269/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3661 - accuracy: 0.8501
Epoch 270/500
450/450 [==============================] - 0s 802us/step - loss: 0.3666 - accuracy: 0.8482
Epoch 271/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3659 - accuracy: 0.8490
Epoch 272/500
450/450 [==============================] - 0s 791us/step - loss: 0.3667 - accuracy: 0.8504
Epoch 273/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3670 - accuracy: 0.8506
Epoch 274/500
450/450 [==============================] - 0s 816us/step - loss: 0.3667 - accuracy: 0.8506
Epoch 275/500
450/450 [==============================] - 0s 868us/step - loss: 0.3664 - accuracy: 0.8506
Epoch 276/500
450/450 [==============================] - 0s 873us/step - loss: 0.3659 - accuracy: 0.8515
Epoch 277/500
450/450 [==============================] - 0s 838us/step - loss: 0.3664 - accuracy: 0.8503
Epoch 278/500
450/450 [==============================] - 0s 828us/step - loss: 0.3664 - accuracy: 0.8504
Epoch 279/500
450/450 [==============================] - 0s 791us/step - loss: 0.3658 - accuracy: 0.8536
Epoch 280/500
450/450 [==============================] - 0s 824us/step - loss: 0.3661 - accuracy: 0.8511
Epoch 281/500
450/450 [==============================] - 0s 786us/step - loss: 0.3663 - accuracy: 0.8522
Epoch 282/500
450/450 [==============================] - 0s 789us/step - loss: 0.3661 - accuracy: 0.8506
Epoch 283/500
450/450 [==============================] - 0s 805us/step - loss: 0.3660 - accuracy: 0.8542
Epoch 284/500
450/450 [==============================] - 0s 790us/step - loss: 0.3665 - accuracy: 0.8525
Epoch 285/500
450/450 [==============================] - 0s 788us/step - loss: 0.3655 - accuracy: 0.8494
Epoch 286/500
450/450 [==============================] - 0s 811us/step - loss: 0.3654 - accuracy: 0.8496
Epoch 287/500
450/450 [==============================] - 0s 791us/step - loss: 0.3650 - accuracy: 0.8521
Epoch 288/500
450/450 [==============================] - 0s 798us/step - loss: 0.3639 - accuracy: 0.8519
Epoch 289/500
450/450 [==============================] - 0s 807us/step - loss: 0.3637 - accuracy: 0.8532
Epoch 290/500
450/450 [==============================] - 0s 788us/step - loss: 0.3640 - accuracy: 0.8546
Epoch 291/500
450/450 [==============================] - 0s 790us/step - loss: 0.3631 - accuracy: 0.8533
Epoch 292/500
450/450 [==============================] - 0s 814us/step - loss: 0.3623 - accuracy: 0.8524
Epoch 293/500
450/450 [==============================] - 0s 792us/step - loss: 0.3634 - accuracy: 0.8543
Epoch 294/500
450/450 [==============================] - 0s 814us/step - loss: 0.3628 - accuracy: 0.8537
Epoch 295/500
450/450 [==============================] - 0s 786us/step - loss: 0.3631 - accuracy: 0.8528
Epoch 296/500
450/450 [==============================] - 0s 787us/step - loss: 0.3624 - accuracy: 0.8536
Epoch 297/500
450/450 [==============================] - 0s 824us/step - loss: 0.3632 - accuracy: 0.8540
Epoch 298/500
450/450 [==============================] - 0s 804us/step - loss: 0.3627 - accuracy: 0.8546
Epoch 299/500
450/450 [==============================] - 0s 786us/step - loss: 0.3626 - accuracy: 0.8539
Epoch 300/500
450/450 [==============================] - 0s 810us/step - loss: 0.3627 - accuracy: 0.8535
Epoch 301/500
450/450 [==============================] - 0s 789us/step - loss: 0.3622 - accuracy: 0.8561
Epoch 302/500
450/450 [==============================] - 0s 793us/step - loss: 0.3633 - accuracy: 0.8549
Epoch 303/500
450/450 [==============================] - 0s 812us/step - loss: 0.3616 - accuracy: 0.8547
Epoch 304/500
450/450 [==============================] - 0s 789us/step - loss: 0.3628 - accuracy: 0.8535
Epoch 305/500
450/450 [==============================] - 0s 816us/step - loss: 0.3625 - accuracy: 0.8553
Epoch 306/500
450/450 [==============================] - 0s 785us/step - loss: 0.3625 - accuracy: 0.8536
Epoch 307/500
450/450 [==============================] - 0s 787us/step - loss: 0.3627 - accuracy: 0.8549
Epoch 308/500
450/450 [==============================] - 0s 810us/step - loss: 0.3623 - accuracy: 0.8547
Epoch 309/500
450/450 [==============================] - 0s 794us/step - loss: 0.3623 - accuracy: 0.8544
Epoch 310/500
450/450 [==============================] - 0s 809us/step - loss: 0.3616 - accuracy: 0.8551
Epoch 311/500
450/450 [==============================] - 0s 815us/step - loss: 0.3613 - accuracy: 0.8560
Epoch 312/500
450/450 [==============================] - 0s 780us/step - loss: 0.3624 - accuracy: 0.8550
Epoch 313/500
450/450 [==============================] - 0s 792us/step - loss: 0.3613 - accuracy: 0.8550
Epoch 314/500
450/450 [==============================] - 0s 826us/step - loss: 0.3613 - accuracy: 0.8554
Epoch 315/500
450/450 [==============================] - 0s 788us/step - loss: 0.3619 - accuracy: 0.8537
Epoch 316/500
450/450 [==============================] - 0s 810us/step - loss: 0.3619 - accuracy: 0.8558
Epoch 317/500
450/450 [==============================] - ETA: 0s - loss: 0.3602 - accuracy: 0.85 - 0s 785us/step - loss: 0.3619 - accuracy: 0.8574
Epoch 318/500
450/450 [==============================] - 0s 783us/step - loss: 0.3621 - accuracy: 0.8565
Epoch 319/500
450/450 [==============================] - 0s 814us/step - loss: 0.3615 - accuracy: 0.8542
Epoch 320/500
450/450 [==============================] - 0s 806us/step - loss: 0.3615 - accuracy: 0.8554
Epoch 321/500
450/450 [==============================] - 0s 788us/step - loss: 0.3623 - accuracy: 0.8554
Epoch 322/500
450/450 [==============================] - 0s 880us/step - loss: 0.3621 - accuracy: 0.8547
Epoch 323/500
450/450 [==============================] - 0s 787us/step - loss: 0.3614 - accuracy: 0.8554
Epoch 324/500
450/450 [==============================] - 0s 793us/step - loss: 0.3629 - accuracy: 0.8537
Epoch 325/500
450/450 [==============================] - 0s 811us/step - loss: 0.3620 - accuracy: 0.8542
Epoch 326/500
450/450 [==============================] - 0s 785us/step - loss: 0.3619 - accuracy: 0.8565
Epoch 327/500
450/450 [==============================] - 0s 808us/step - loss: 0.3612 - accuracy: 0.8554
Epoch 328/500
450/450 [==============================] - 0s 789us/step - loss: 0.3624 - accuracy: 0.8550
Epoch 329/500
450/450 [==============================] - 0s 784us/step - loss: 0.3625 - accuracy: 0.8536
Epoch 330/500
450/450 [==============================] - 0s 804us/step - loss: 0.3609 - accuracy: 0.8547
Epoch 331/500
450/450 [==============================] - 0s 788us/step - loss: 0.3622 - accuracy: 0.8558
Epoch 332/500
450/450 [==============================] - 0s 799us/step - loss: 0.3620 - accuracy: 0.8564
Epoch 333/500
450/450 [==============================] - 0s 816us/step - loss: 0.3613 - accuracy: 0.8551
Epoch 334/500
450/450 [==============================] - 0s 797us/step - loss: 0.3612 - accuracy: 0.8575
Epoch 335/500
450/450 [==============================] - 0s 791us/step - loss: 0.3619 - accuracy: 0.8556
Epoch 336/500
450/450 [==============================] - 0s 809us/step - loss: 0.3621 - accuracy: 0.8564
Epoch 337/500
450/450 [==============================] - 0s 807us/step - loss: 0.3621 - accuracy: 0.8539
Epoch 338/500
450/450 [==============================] - 0s 803us/step - loss: 0.3627 - accuracy: 0.8535
Epoch 339/500
450/450 [==============================] - 0s 793us/step - loss: 0.3607 - accuracy: 0.8564
Epoch 340/500
450/450 [==============================] - 0s 795us/step - loss: 0.3614 - accuracy: 0.8542
Epoch 341/500
450/450 [==============================] - 0s 833us/step - loss: 0.3619 - accuracy: 0.8553
Epoch 342/500
450/450 [==============================] - 0s 788us/step - loss: 0.3622 - accuracy: 0.8536
Epoch 343/500
450/450 [==============================] - 0s 788us/step - loss: 0.3616 - accuracy: 0.8557
Epoch 344/500
450/450 [==============================] - 0s 809us/step - loss: 0.3612 - accuracy: 0.8558
Epoch 345/500
450/450 [==============================] - 0s 787us/step - loss: 0.3618 - accuracy: 0.8553
Epoch 346/500
450/450 [==============================] - 0s 788us/step - loss: 0.3610 - accuracy: 0.8564
Epoch 347/500
450/450 [==============================] - 0s 815us/step - loss: 0.3617 - accuracy: 0.8554
Epoch 348/500
450/450 [==============================] - 0s 782us/step - loss: 0.3617 - accuracy: 0.8567
Epoch 349/500
450/450 [==============================] - 0s 808us/step - loss: 0.3620 - accuracy: 0.8540
Epoch 350/500
450/450 [==============================] - 0s 792us/step - loss: 0.3616 - accuracy: 0.8551
Epoch 351/500
450/450 [==============================] - 0s 786us/step - loss: 0.3619 - accuracy: 0.8551
Epoch 352/500
450/450 [==============================] - 0s 813us/step - loss: 0.3620 - accuracy: 0.8553
Epoch 353/500
450/450 [==============================] - 0s 789us/step - loss: 0.3615 - accuracy: 0.8535
Epoch 354/500
450/450 [==============================] - 0s 786us/step - loss: 0.3619 - accuracy: 0.8565
Epoch 355/500
450/450 [==============================] - 0s 817us/step - loss: 0.3616 - accuracy: 0.8553
Epoch 356/500
450/450 [==============================] - 0s 791us/step - loss: 0.3623 - accuracy: 0.8543
Epoch 357/500
450/450 [==============================] - 0s 813us/step - loss: 0.3616 - accuracy: 0.8550
Epoch 358/500
450/450 [==============================] - 0s 788us/step - loss: 0.3621 - accuracy: 0.8533
Epoch 359/500
450/450 [==============================] - 0s 793us/step - loss: 0.3615 - accuracy: 0.8551
Epoch 360/500
450/450 [==============================] - 0s 798us/step - loss: 0.3612 - accuracy: 0.8561
Epoch 361/500
450/450 [==============================] - 0s 824us/step - loss: 0.3614 - accuracy: 0.8532
Epoch 362/500
450/450 [==============================] - 0s 787us/step - loss: 0.3617 - accuracy: 0.8569
Epoch 363/500
450/450 [==============================] - 0s 798us/step - loss: 0.3617 - accuracy: 0.8565
Epoch 364/500
450/450 [==============================] - 0s 787us/step - loss: 0.3618 - accuracy: 0.8560
Epoch 365/500
450/450 [==============================] - 0s 785us/step - loss: 0.3610 - accuracy: 0.8554
Epoch 366/500
450/450 [==============================] - 0s 813us/step - loss: 0.3616 - accuracy: 0.8547
Epoch 367/500
450/450 [==============================] - 0s 792us/step - loss: 0.3617 - accuracy: 0.8560
Epoch 368/500
450/450 [==============================] - 0s 790us/step - loss: 0.3620 - accuracy: 0.8556
Epoch 369/500
450/450 [==============================] - 0s 814us/step - loss: 0.3621 - accuracy: 0.8565
Epoch 370/500
450/450 [==============================] - 0s 795us/step - loss: 0.3615 - accuracy: 0.8558
Epoch 371/500
450/450 [==============================] - 0s 812us/step - loss: 0.3612 - accuracy: 0.8569
Epoch 372/500
450/450 [==============================] - 0s 799us/step - loss: 0.3618 - accuracy: 0.8547
Epoch 373/500
450/450 [==============================] - 0s 786us/step - loss: 0.3619 - accuracy: 0.8544
Epoch 374/500
450/450 [==============================] - 0s 806us/step - loss: 0.3618 - accuracy: 0.8568
Epoch 375/500
450/450 [==============================] - 0s 800us/step - loss: 0.3614 - accuracy: 0.8553
Epoch 376/500
450/450 [==============================] - 0s 781us/step - loss: 0.3608 - accuracy: 0.8557
Epoch 377/500
450/450 [==============================] - 0s 815us/step - loss: 0.3621 - accuracy: 0.8549
Epoch 378/500
450/450 [==============================] - 0s 788us/step - loss: 0.3617 - accuracy: 0.8561
Epoch 379/500
450/450 [==============================] - 0s 782us/step - loss: 0.3614 - accuracy: 0.8557
Epoch 380/500
450/450 [==============================] - 0s 796us/step - loss: 0.3613 - accuracy: 0.8554
Epoch 381/500
450/450 [==============================] - 0s 790us/step - loss: 0.3617 - accuracy: 0.8578
Epoch 382/500
450/450 [==============================] - 0s 784us/step - loss: 0.3615 - accuracy: 0.8558
Epoch 383/500
450/450 [==============================] - 0s 811us/step - loss: 0.3620 - accuracy: 0.8560
Epoch 384/500
450/450 [==============================] - 0s 791us/step - loss: 0.3618 - accuracy: 0.8542
Epoch 385/500
450/450 [==============================] - 0s 810us/step - loss: 0.3619 - accuracy: 0.8557
Epoch 386/500
450/450 [==============================] - 0s 786us/step - loss: 0.3614 - accuracy: 0.8568
Epoch 387/500
450/450 [==============================] - 0s 785us/step - loss: 0.3621 - accuracy: 0.8549
Epoch 388/500
450/450 [==============================] - 0s 822us/step - loss: 0.3621 - accuracy: 0.8549
Epoch 389/500
450/450 [==============================] - 0s 787us/step - loss: 0.3614 - accuracy: 0.8558
Epoch 390/500
450/450 [==============================] - 0s 785us/step - loss: 0.3614 - accuracy: 0.8572
Epoch 391/500
450/450 [==============================] - 0s 810us/step - loss: 0.3615 - accuracy: 0.8562
Epoch 392/500
450/450 [==============================] - 0s 782us/step - loss: 0.3620 - accuracy: 0.8539
Epoch 393/500
450/450 [==============================] - 0s 785us/step - loss: 0.3612 - accuracy: 0.8550
Epoch 394/500
450/450 [==============================] - 0s 798us/step - loss: 0.3620 - accuracy: 0.8544
Epoch 395/500
450/450 [==============================] - 0s 788us/step - loss: 0.3620 - accuracy: 0.8544
Epoch 396/500
450/450 [==============================] - 0s 810us/step - loss: 0.3618 - accuracy: 0.8546
Epoch 397/500
450/450 [==============================] - 0s 782us/step - loss: 0.3621 - accuracy: 0.8537
Epoch 398/500
450/450 [==============================] - 0s 792us/step - loss: 0.3613 - accuracy: 0.8603
Epoch 399/500
450/450 [==============================] - 0s 817us/step - loss: 0.3621 - accuracy: 0.8568
Epoch 400/500
450/450 [==============================] - 0s 781us/step - loss: 0.3618 - accuracy: 0.8551
Epoch 401/500
450/450 [==============================] - 0s 797us/step - loss: 0.3615 - accuracy: 0.8546
Epoch 402/500
450/450 [==============================] - 0s 815us/step - loss: 0.3619 - accuracy: 0.8547
Epoch 403/500
450/450 [==============================] - 0s 799us/step - loss: 0.3611 - accuracy: 0.8568
Epoch 404/500
450/450 [==============================] - 0s 782us/step - loss: 0.3621 - accuracy: 0.8561
Epoch 405/500
450/450 [==============================] - 0s 805us/step - loss: 0.3616 - accuracy: 0.8558
Epoch 406/500
450/450 [==============================] - 0s 791us/step - loss: 0.3615 - accuracy: 0.8553
Epoch 407/500
450/450 [==============================] - 0s 783us/step - loss: 0.3616 - accuracy: 0.8568
Epoch 408/500
450/450 [==============================] - 0s 807us/step - loss: 0.3617 - accuracy: 0.8565
Epoch 409/500
450/450 [==============================] - 0s 791us/step - loss: 0.3616 - accuracy: 0.8556
Epoch 410/500
450/450 [==============================] - 0s 807us/step - loss: 0.3611 - accuracy: 0.8561
Epoch 411/500
450/450 [==============================] - 0s 786us/step - loss: 0.3619 - accuracy: 0.8554
Epoch 412/500
450/450 [==============================] - 0s 786us/step - loss: 0.3616 - accuracy: 0.8549
Epoch 413/500
450/450 [==============================] - 0s 813us/step - loss: 0.3611 - accuracy: 0.8546
Epoch 414/500
450/450 [==============================] - 0s 781us/step - loss: 0.3613 - accuracy: 0.8564
Epoch 415/500
450/450 [==============================] - 0s 793us/step - loss: 0.3618 - accuracy: 0.8556
Epoch 416/500
450/450 [==============================] - 0s 815us/step - loss: 0.3610 - accuracy: 0.8560
Epoch 417/500
450/450 [==============================] - 0s 797us/step - loss: 0.3622 - accuracy: 0.8561
Epoch 418/500
450/450 [==============================] - 0s 783us/step - loss: 0.3609 - accuracy: 0.8568
Epoch 419/500
450/450 [==============================] - 0s 821us/step - loss: 0.3606 - accuracy: 0.8564
Epoch 420/500
450/450 [==============================] - 0s 807us/step - loss: 0.3617 - accuracy: 0.8558
Epoch 421/500
450/450 [==============================] - 0s 782us/step - loss: 0.3614 - accuracy: 0.8551
Epoch 422/500
450/450 [==============================] - 0s 848us/step - loss: 0.3610 - accuracy: 0.8571
Epoch 423/500
450/450 [==============================] - 0s 786us/step - loss: 0.3622 - accuracy: 0.8553
Epoch 424/500
450/450 [==============================] - 0s 813us/step - loss: 0.3619 - accuracy: 0.8567
Epoch 425/500
450/450 [==============================] - 0s 783us/step - loss: 0.3623 - accuracy: 0.8558
Epoch 426/500
450/450 [==============================] - 0s 788us/step - loss: 0.3618 - accuracy: 0.8567
Epoch 427/500
450/450 [==============================] - 0s 803us/step - loss: 0.3623 - accuracy: 0.8528
Epoch 428/500
450/450 [==============================] - 0s 784us/step - loss: 0.3616 - accuracy: 0.8551
Epoch 429/500
450/450 [==============================] - 0s 791us/step - loss: 0.3613 - accuracy: 0.8571
Epoch 430/500
450/450 [==============================] - 0s 859us/step - loss: 0.3622 - accuracy: 0.8553
Epoch 431/500
450/450 [==============================] - 0s 793us/step - loss: 0.3621 - accuracy: 0.8549
Epoch 432/500
450/450 [==============================] - 0s 804us/step - loss: 0.3609 - accuracy: 0.8560
Epoch 433/500
450/450 [==============================] - 0s 788us/step - loss: 0.3611 - accuracy: 0.8554
Epoch 434/500
450/450 [==============================] - 0s 785us/step - loss: 0.3613 - accuracy: 0.8549
Epoch 435/500
450/450 [==============================] - 0s 808us/step - loss: 0.3609 - accuracy: 0.8557
Epoch 436/500
450/450 [==============================] - 0s 794us/step - loss: 0.3611 - accuracy: 0.8546
Epoch 437/500
450/450 [==============================] - 0s 789us/step - loss: 0.3622 - accuracy: 0.8564
Epoch 438/500
450/450 [==============================] - 0s 877us/step - loss: 0.3607 - accuracy: 0.8569
Epoch 439/500
450/450 [==============================] - 0s 815us/step - loss: 0.3620 - accuracy: 0.8540
Epoch 440/500
450/450 [==============================] - 0s 837us/step - loss: 0.3614 - accuracy: 0.8550
Epoch 441/500
450/450 [==============================] - 0s 817us/step - loss: 0.3615 - accuracy: 0.8583
Epoch 442/500
450/450 [==============================] - 0s 806us/step - loss: 0.3608 - accuracy: 0.8569
Epoch 443/500
450/450 [==============================] - 0s 823us/step - loss: 0.3608 - accuracy: 0.8551
Epoch 444/500
450/450 [==============================] - 0s 865us/step - loss: 0.3616 - accuracy: 0.8550
Epoch 445/500
450/450 [==============================] - 0s 804us/step - loss: 0.3617 - accuracy: 0.8560
Epoch 446/500
450/450 [==============================] - 0s 805us/step - loss: 0.3620 - accuracy: 0.8571
Epoch 447/500
450/450 [==============================] - 0s 782us/step - loss: 0.3614 - accuracy: 0.8547
Epoch 448/500
450/450 [==============================] - 0s 795us/step - loss: 0.3617 - accuracy: 0.8532
Epoch 449/500
450/450 [==============================] - 0s 813us/step - loss: 0.3610 - accuracy: 0.8551
Epoch 450/500
450/450 [==============================] - 0s 787us/step - loss: 0.3621 - accuracy: 0.8553
Epoch 451/500
450/450 [==============================] - 0s 820us/step - loss: 0.3622 - accuracy: 0.8562
Epoch 452/500
450/450 [==============================] - 0s 800us/step - loss: 0.3614 - accuracy: 0.8558
Epoch 453/500
450/450 [==============================] - 0s 842us/step - loss: 0.3619 - accuracy: 0.8554
Epoch 454/500
450/450 [==============================] - 0s 864us/step - loss: 0.3618 - accuracy: 0.8558
Epoch 455/500
450/450 [==============================] - 0s 804us/step - loss: 0.3612 - accuracy: 0.8546
Epoch 456/500
450/450 [==============================] - 0s 792us/step - loss: 0.3624 - accuracy: 0.8564
Epoch 457/500
450/450 [==============================] - 0s 832us/step - loss: 0.3614 - accuracy: 0.8556
Epoch 458/500
450/450 [==============================] - 0s 826us/step - loss: 0.3611 - accuracy: 0.8562
Epoch 459/500
450/450 [==============================] - 0s 805us/step - loss: 0.3611 - accuracy: 0.8544
Epoch 460/500
450/450 [==============================] - 0s 801us/step - loss: 0.3610 - accuracy: 0.8564
Epoch 461/500
450/450 [==============================] - 0s 787us/step - loss: 0.3621 - accuracy: 0.8557
Epoch 462/500
450/450 [==============================] - 0s 801us/step - loss: 0.3617 - accuracy: 0.8517
Epoch 463/500
450/450 [==============================] - 0s 788us/step - loss: 0.3614 - accuracy: 0.8562
Epoch 464/500
450/450 [==============================] - 0s 788us/step - loss: 0.3620 - accuracy: 0.8550
Epoch 465/500
450/450 [==============================] - 0s 807us/step - loss: 0.3617 - accuracy: 0.8547
Epoch 466/500
450/450 [==============================] - 0s 787us/step - loss: 0.3621 - accuracy: 0.8556
Epoch 467/500
450/450 [==============================] - 0s 791us/step - loss: 0.3620 - accuracy: 0.8544
Epoch 468/500
450/450 [==============================] - 0s 800us/step - loss: 0.3605 - accuracy: 0.8554
Epoch 469/500
450/450 [==============================] - 0s 784us/step - loss: 0.3615 - accuracy: 0.8543
Epoch 470/500
450/450 [==============================] - 0s 798us/step - loss: 0.3619 - accuracy: 0.8562
Epoch 471/500
450/450 [==============================] - 0s 809us/step - loss: 0.3620 - accuracy: 0.8539
Epoch 472/500
450/450 [==============================] - 0s 787us/step - loss: 0.3610 - accuracy: 0.8556
Epoch 473/500
450/450 [==============================] - 0s 803us/step - loss: 0.3621 - accuracy: 0.8556
Epoch 474/500
450/450 [==============================] - 0s 801us/step - loss: 0.3613 - accuracy: 0.8553
Epoch 475/500
450/450 [==============================] - 0s 787us/step - loss: 0.3616 - accuracy: 0.8558
Epoch 476/500
450/450 [==============================] - 0s 807us/step - loss: 0.3616 - accuracy: 0.8543
Epoch 477/500
450/450 [==============================] - 0s 783us/step - loss: 0.3613 - accuracy: 0.8571
Epoch 478/500
450/450 [==============================] - 0s 789us/step - loss: 0.3613 - accuracy: 0.8539
Epoch 479/500
450/450 [==============================] - 0s 800us/step - loss: 0.3615 - accuracy: 0.8562
Epoch 480/500
450/450 [==============================] - 0s 792us/step - loss: 0.3611 - accuracy: 0.8571
Epoch 481/500
450/450 [==============================] - 0s 793us/step - loss: 0.3619 - accuracy: 0.8579
Epoch 482/500
450/450 [==============================] - 0s 811us/step - loss: 0.3610 - accuracy: 0.8554
Epoch 483/500
450/450 [==============================] - 0s 795us/step - loss: 0.3617 - accuracy: 0.8556
Epoch 484/500
450/450 [==============================] - 0s 791us/step - loss: 0.3613 - accuracy: 0.8558
Epoch 485/500
450/450 [==============================] - 0s 824us/step - loss: 0.3613 - accuracy: 0.8568
Epoch 486/500
450/450 [==============================] - 0s 781us/step - loss: 0.3616 - accuracy: 0.8558
Epoch 487/500
450/450 [==============================] - 0s 900us/step - loss: 0.3614 - accuracy: 0.8544
Epoch 488/500
450/450 [==============================] - 0s 791us/step - loss: 0.3612 - accuracy: 0.8569
Epoch 489/500
450/450 [==============================] - 0s 789us/step - loss: 0.3616 - accuracy: 0.8554
Epoch 490/500
450/450 [==============================] - 0s 810us/step - loss: 0.3621 - accuracy: 0.8562
Epoch 491/500
450/450 [==============================] - 0s 793us/step - loss: 0.3617 - accuracy: 0.8540
Epoch 492/500
450/450 [==============================] - 0s 793us/step - loss: 0.3617 - accuracy: 0.8565
Epoch 493/500
450/450 [==============================] - 0s 836us/step - loss: 0.3617 - accuracy: 0.8554
Epoch 494/500
450/450 [==============================] - 0s 789us/step - loss: 0.3613 - accuracy: 0.8560
Epoch 495/500
450/450 [==============================] - 0s 802us/step - loss: 0.3614 - accuracy: 0.8554
Epoch 496/500
450/450 [==============================] - 0s 790us/step - loss: 0.3619 - accuracy: 0.8550
Epoch 497/500
450/450 [==============================] - 0s 806us/step - loss: 0.3616 - accuracy: 0.8558
Epoch 498/500
450/450 [==============================] - 0s 889us/step - loss: 0.3614 - accuracy: 0.8539
Epoch 499/500
450/450 [==============================] - 0s 804us/step - loss: 0.3613 - accuracy: 0.8569
Epoch 500/500
450/450 [==============================] - 0s 786us/step - loss: 0.3615 - accuracy: 0.8546
Epoch 1/500
450/450 [==============================] - 0s 792us/step - loss: 0.5426 - accuracy: 0.7965
Epoch 2/500
450/450 [==============================] - 0s 819us/step - loss: 0.4405 - accuracy: 0.7964
Epoch 3/500
450/450 [==============================] - 0s 798us/step - loss: 0.4331 - accuracy: 0.7964
Epoch 4/500
450/450 [==============================] - 0s 795us/step - loss: 0.4283 - accuracy: 0.7964
Epoch 5/500
450/450 [==============================] - 0s 798us/step - loss: 0.4243 - accuracy: 0.7972
Epoch 6/500
450/450 [==============================] - 0s 782us/step - loss: 0.4212 - accuracy: 0.8201
Epoch 7/500
450/450 [==============================] - 0s 813us/step - loss: 0.4196 - accuracy: 0.8251
Epoch 8/500
450/450 [==============================] - 0s 779us/step - loss: 0.4179 - accuracy: 0.8272
Epoch 9/500
450/450 [==============================] - 0s 791us/step - loss: 0.4169 - accuracy: 0.8292
Epoch 10/500
450/450 [==============================] - 0s 817us/step - loss: 0.4155 - accuracy: 0.8314
Epoch 11/500
450/450 [==============================] - 0s 806us/step - loss: 0.4149 - accuracy: 0.8319
Epoch 12/500
450/450 [==============================] - 0s 782us/step - loss: 0.4140 - accuracy: 0.8318
Epoch 13/500
450/450 [==============================] - 0s 820us/step - loss: 0.4128 - accuracy: 0.83190s - loss: 0.3938 - accura
Epoch 14/500
450/450 [==============================] - 0s 794us/step - loss: 0.4124 - accuracy: 0.8335
Epoch 15/500
450/450 [==============================] - 0s 786us/step - loss: 0.4120 - accuracy: 0.8328
Epoch 16/500
450/450 [==============================] - 0s 801us/step - loss: 0.4108 - accuracy: 0.8332
Epoch 17/500
450/450 [==============================] - 0s 787us/step - loss: 0.4103 - accuracy: 0.8338
Epoch 18/500
450/450 [==============================] - 0s 789us/step - loss: 0.4102 - accuracy: 0.8354
Epoch 19/500
450/450 [==============================] - 0s 906us/step - loss: 0.4099 - accuracy: 0.8331
Epoch 20/500
450/450 [==============================] - 0s 873us/step - loss: 0.4091 - accuracy: 0.8349
Epoch 21/500
450/450 [==============================] - 0s 811us/step - loss: 0.4086 - accuracy: 0.8338
Epoch 22/500
450/450 [==============================] - 0s 817us/step - loss: 0.4086 - accuracy: 0.8339
Epoch 23/500
450/450 [==============================] - 0s 825us/step - loss: 0.4082 - accuracy: 0.8350
Epoch 24/500
450/450 [==============================] - 0s 839us/step - loss: 0.4081 - accuracy: 0.8344
Epoch 25/500
450/450 [==============================] - 0s 910us/step - loss: 0.4076 - accuracy: 0.8340
Epoch 26/500
450/450 [==============================] - 0s 818us/step - loss: 0.4071 - accuracy: 0.8350
Epoch 27/500
450/450 [==============================] - 0s 798us/step - loss: 0.4069 - accuracy: 0.8343
Epoch 28/500
450/450 [==============================] - 0s 798us/step - loss: 0.4067 - accuracy: 0.8363
Epoch 29/500
450/450 [==============================] - 0s 822us/step - loss: 0.4061 - accuracy: 0.8356
Epoch 30/500
450/450 [==============================] - 0s 796us/step - loss: 0.4062 - accuracy: 0.8364
Epoch 31/500
450/450 [==============================] - 0s 785us/step - loss: 0.4057 - accuracy: 0.8360
Epoch 32/500
450/450 [==============================] - 0s 816us/step - loss: 0.4054 - accuracy: 0.8358
Epoch 33/500
450/450 [==============================] - 0s 797us/step - loss: 0.4051 - accuracy: 0.8364
Epoch 34/500
450/450 [==============================] - 0s 819us/step - loss: 0.4047 - accuracy: 0.8363
Epoch 35/500
450/450 [==============================] - 0s 788us/step - loss: 0.4046 - accuracy: 0.8361
Epoch 36/500
450/450 [==============================] - 0s 793us/step - loss: 0.4037 - accuracy: 0.8360
Epoch 37/500
450/450 [==============================] - 0s 814us/step - loss: 0.4033 - accuracy: 0.8356
Epoch 38/500
450/450 [==============================] - 0s 802us/step - loss: 0.4027 - accuracy: 0.8349
Epoch 39/500
450/450 [==============================] - 0s 793us/step - loss: 0.4027 - accuracy: 0.8367
Epoch 40/500
450/450 [==============================] - 0s 809us/step - loss: 0.4022 - accuracy: 0.8358
Epoch 41/500
450/450 [==============================] - 0s 804us/step - loss: 0.4016 - accuracy: 0.8363
Epoch 42/500
450/450 [==============================] - 0s 789us/step - loss: 0.4011 - accuracy: 0.8364
Epoch 43/500
450/450 [==============================] - 0s 824us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 44/500
450/450 [==============================] - 0s 793us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 45/500
450/450 [==============================] - 0s 792us/step - loss: 0.4002 - accuracy: 0.8365
Epoch 46/500
450/450 [==============================] - 0s 822us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 47/500
450/450 [==============================] - 0s 797us/step - loss: 0.3998 - accuracy: 0.8371
Epoch 48/500
450/450 [==============================] - 0s 804us/step - loss: 0.3989 - accuracy: 0.8364
Epoch 49/500
450/450 [==============================] - 0s 796us/step - loss: 0.3993 - accuracy: 0.8367
Epoch 50/500
450/450 [==============================] - 0s 806us/step - loss: 0.3984 - accuracy: 0.8376
Epoch 51/500
450/450 [==============================] - 0s 822us/step - loss: 0.3984 - accuracy: 0.8364
Epoch 52/500
450/450 [==============================] - 0s 794us/step - loss: 0.3981 - accuracy: 0.8374
Epoch 53/500
450/450 [==============================] - 0s 786us/step - loss: 0.3977 - accuracy: 0.8363
Epoch 54/500
450/450 [==============================] - 0s 814us/step - loss: 0.3981 - accuracy: 0.8361
Epoch 55/500
450/450 [==============================] - 0s 791us/step - loss: 0.3977 - accuracy: 0.8356
Epoch 56/500
450/450 [==============================] - 0s 792us/step - loss: 0.3974 - accuracy: 0.8353
Epoch 57/500
450/450 [==============================] - 0s 813us/step - loss: 0.3976 - accuracy: 0.83510s - loss: 0.3979 - accuracy: 0.
Epoch 58/500
450/450 [==============================] - 0s 795us/step - loss: 0.3970 - accuracy: 0.8344
Epoch 59/500
450/450 [==============================] - 0s 959us/step - loss: 0.3972 - accuracy: 0.8346
Epoch 60/500
450/450 [==============================] - 0s 781us/step - loss: 0.3969 - accuracy: 0.8363
Epoch 61/500
450/450 [==============================] - 0s 784us/step - loss: 0.3969 - accuracy: 0.8360
Epoch 62/500
450/450 [==============================] - 0s 811us/step - loss: 0.3969 - accuracy: 0.8343
Epoch 63/500
450/450 [==============================] - 0s 784us/step - loss: 0.3966 - accuracy: 0.8354
Epoch 64/500
450/450 [==============================] - 0s 786us/step - loss: 0.3968 - accuracy: 0.8333
Epoch 65/500
450/450 [==============================] - 0s 813us/step - loss: 0.3965 - accuracy: 0.8342
Epoch 66/500
450/450 [==============================] - 0s 778us/step - loss: 0.3965 - accuracy: 0.8346
Epoch 67/500
450/450 [==============================] - 0s 787us/step - loss: 0.3967 - accuracy: 0.8346
Epoch 68/500
450/450 [==============================] - 0s 802us/step - loss: 0.3967 - accuracy: 0.8339
Epoch 69/500
450/450 [==============================] - 0s 789us/step - loss: 0.3966 - accuracy: 0.8357
Epoch 70/500
450/450 [==============================] - 0s 810us/step - loss: 0.3965 - accuracy: 0.8354
Epoch 71/500
450/450 [==============================] - 0s 781us/step - loss: 0.3963 - accuracy: 0.8351
Epoch 72/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3968 - accuracy: 0.8357: 0s - loss: 0.3982 - ac
Epoch 73/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3966 - accuracy: 0.8347
Epoch 74/500
450/450 [==============================] - 0s 874us/step - loss: 0.3961 - accuracy: 0.8349
Epoch 75/500
450/450 [==============================] - 0s 982us/step - loss: 0.3967 - accuracy: 0.8357
Epoch 76/500
450/450 [==============================] - 0s 948us/step - loss: 0.3962 - accuracy: 0.8347
Epoch 77/500
450/450 [==============================] - 0s 814us/step - loss: 0.3965 - accuracy: 0.8335
Epoch 78/500
450/450 [==============================] - 0s 885us/step - loss: 0.3965 - accuracy: 0.8357
Epoch 79/500
450/450 [==============================] - 0s 989us/step - loss: 0.3967 - accuracy: 0.8350
Epoch 80/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8361
Epoch 81/500
450/450 [==============================] - 0s 881us/step - loss: 0.3966 - accuracy: 0.8356
Epoch 82/500
450/450 [==============================] - 0s 820us/step - loss: 0.3965 - accuracy: 0.8347
Epoch 83/500
450/450 [==============================] - 0s 843us/step - loss: 0.3961 - accuracy: 0.8349
Epoch 84/500
450/450 [==============================] - 0s 790us/step - loss: 0.3957 - accuracy: 0.8346
Epoch 85/500
450/450 [==============================] - 0s 795us/step - loss: 0.3966 - accuracy: 0.8357
Epoch 86/500
450/450 [==============================] - 0s 802us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 87/500
450/450 [==============================] - 0s 904us/step - loss: 0.3961 - accuracy: 0.8347
Epoch 88/500
450/450 [==============================] - 0s 879us/step - loss: 0.3965 - accuracy: 0.8365
Epoch 89/500
450/450 [==============================] - 0s 828us/step - loss: 0.3959 - accuracy: 0.8339
Epoch 90/500
450/450 [==============================] - 0s 789us/step - loss: 0.3963 - accuracy: 0.8353
Epoch 91/500
450/450 [==============================] - 0s 782us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 92/500
450/450 [==============================] - 0s 794us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 93/500
450/450 [==============================] - 0s 800us/step - loss: 0.3959 - accuracy: 0.8353
Epoch 94/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3965 - accuracy: 0.8351
Epoch 95/500
450/450 [==============================] - 0s 808us/step - loss: 0.3961 - accuracy: 0.8343
Epoch 96/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8340
Epoch 97/500
450/450 [==============================] - 0s 817us/step - loss: 0.3959 - accuracy: 0.8354
Epoch 98/500
450/450 [==============================] - 0s 794us/step - loss: 0.3960 - accuracy: 0.8347
Epoch 99/500
450/450 [==============================] - 0s 836us/step - loss: 0.3957 - accuracy: 0.8344
Epoch 100/500
450/450 [==============================] - 0s 868us/step - loss: 0.3960 - accuracy: 0.8335
Epoch 101/500
450/450 [==============================] - 0s 866us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 102/500
450/450 [==============================] - 0s 811us/step - loss: 0.3960 - accuracy: 0.8351
Epoch 103/500
450/450 [==============================] - 0s 803us/step - loss: 0.3957 - accuracy: 0.8343
Epoch 104/500
450/450 [==============================] - 0s 782us/step - loss: 0.3959 - accuracy: 0.8343
Epoch 105/500
450/450 [==============================] - 0s 831us/step - loss: 0.3960 - accuracy: 0.83540s - loss: 0.3890 - accuracy:
Epoch 106/500
450/450 [==============================] - 0s 793us/step - loss: 0.3959 - accuracy: 0.8350
Epoch 107/500
450/450 [==============================] - 0s 789us/step - loss: 0.3958 - accuracy: 0.8361
Epoch 108/500
450/450 [==============================] - 0s 838us/step - loss: 0.3961 - accuracy: 0.8342
Epoch 109/500
450/450 [==============================] - 0s 790us/step - loss: 0.3959 - accuracy: 0.8343
Epoch 110/500
450/450 [==============================] - 0s 798us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 111/500
450/450 [==============================] - 0s 779us/step - loss: 0.3959 - accuracy: 0.8356
Epoch 112/500
450/450 [==============================] - 0s 781us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 113/500
450/450 [==============================] - 0s 797us/step - loss: 0.3958 - accuracy: 0.8353
Epoch 114/500
450/450 [==============================] - 0s 796us/step - loss: 0.3957 - accuracy: 0.8351
Epoch 115/500
450/450 [==============================] - 0s 783us/step - loss: 0.3959 - accuracy: 0.8374
Epoch 116/500
450/450 [==============================] - 0s 805us/step - loss: 0.3958 - accuracy: 0.8357
Epoch 117/500
450/450 [==============================] - 0s 802us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 118/500
450/450 [==============================] - 0s 777us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 119/500
450/450 [==============================] - 0s 838us/step - loss: 0.3958 - accuracy: 0.8369
Epoch 120/500
450/450 [==============================] - 0s 781us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 121/500
450/450 [==============================] - 0s 796us/step - loss: 0.3960 - accuracy: 0.8363
Epoch 122/500
450/450 [==============================] - 0s 809us/step - loss: 0.3955 - accuracy: 0.8350
Epoch 123/500
450/450 [==============================] - 0s 812us/step - loss: 0.3959 - accuracy: 0.8365
Epoch 124/500
450/450 [==============================] - 0s 790us/step - loss: 0.3957 - accuracy: 0.8347
Epoch 125/500
450/450 [==============================] - 0s 799us/step - loss: 0.3957 - accuracy: 0.8367
Epoch 126/500
450/450 [==============================] - 0s 784us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 127/500
450/450 [==============================] - 0s 800us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 128/500
450/450 [==============================] - 0s 783us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 129/500
450/450 [==============================] - 0s 781us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 130/500
450/450 [==============================] - 0s 822us/step - loss: 0.3958 - accuracy: 0.8351
Epoch 131/500
450/450 [==============================] - 0s 783us/step - loss: 0.3960 - accuracy: 0.8347
Epoch 132/500
450/450 [==============================] - 0s 782us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 133/500
450/450 [==============================] - 0s 811us/step - loss: 0.3955 - accuracy: 0.8346
Epoch 134/500
450/450 [==============================] - 0s 797us/step - loss: 0.3952 - accuracy: 0.8353
Epoch 135/500
450/450 [==============================] - 0s 781us/step - loss: 0.3962 - accuracy: 0.8356
Epoch 136/500
450/450 [==============================] - 0s 799us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 137/500
450/450 [==============================] - 0s 793us/step - loss: 0.3953 - accuracy: 0.8353
Epoch 138/500
450/450 [==============================] - 0s 794us/step - loss: 0.3961 - accuracy: 0.8351
Epoch 139/500
450/450 [==============================] - 0s 815us/step - loss: 0.3960 - accuracy: 0.8340
Epoch 140/500
450/450 [==============================] - 0s 786us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 141/500
450/450 [==============================] - 0s 809us/step - loss: 0.3959 - accuracy: 0.8369
Epoch 142/500
450/450 [==============================] - 0s 781us/step - loss: 0.3953 - accuracy: 0.8360
Epoch 143/500
450/450 [==============================] - 0s 796us/step - loss: 0.3956 - accuracy: 0.8353
Epoch 144/500
450/450 [==============================] - 0s 813us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 145/500
450/450 [==============================] - 0s 793us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 146/500
450/450 [==============================] - 0s 787us/step - loss: 0.3957 - accuracy: 0.8351
Epoch 147/500
450/450 [==============================] - 0s 901us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 148/500
450/450 [==============================] - 0s 787us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 149/500
450/450 [==============================] - 0s 800us/step - loss: 0.3957 - accuracy: 0.8347
Epoch 150/500
450/450 [==============================] - 0s 781us/step - loss: 0.3954 - accuracy: 0.8347
Epoch 151/500
450/450 [==============================] - 0s 786us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 152/500
450/450 [==============================] - 0s 811us/step - loss: 0.3954 - accuracy: 0.83640s - loss: 0.3867 - accuracy:
Epoch 153/500
450/450 [==============================] - 0s 781us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 154/500
450/450 [==============================] - 0s 781us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 155/500
450/450 [==============================] - 0s 801us/step - loss: 0.3956 - accuracy: 0.8364
Epoch 156/500
450/450 [==============================] - 0s 782us/step - loss: 0.3957 - accuracy: 0.8349
Epoch 157/500
450/450 [==============================] - 0s 797us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 158/500
450/450 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 159/500
450/450 [==============================] - 0s 802us/step - loss: 0.3953 - accuracy: 0.8353
Epoch 160/500
450/450 [==============================] - 0s 799us/step - loss: 0.3952 - accuracy: 0.8347
Epoch 161/500
450/450 [==============================] - 0s 791us/step - loss: 0.3956 - accuracy: 0.8375
Epoch 162/500
450/450 [==============================] - 0s 801us/step - loss: 0.3958 - accuracy: 0.8365
Epoch 163/500
450/450 [==============================] - 0s 813us/step - loss: 0.3954 - accuracy: 0.8347
Epoch 164/500
450/450 [==============================] - 0s 785us/step - loss: 0.3956 - accuracy: 0.8350
Epoch 165/500
450/450 [==============================] - 0s 779us/step - loss: 0.3957 - accuracy: 0.8347
Epoch 166/500
450/450 [==============================] - 0s 797us/step - loss: 0.3955 - accuracy: 0.8356
Epoch 167/500
450/450 [==============================] - 0s 787us/step - loss: 0.3958 - accuracy: 0.8356
Epoch 168/500
450/450 [==============================] - 0s 782us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 169/500
450/450 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 170/500
450/450 [==============================] - 0s 783us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 171/500
450/450 [==============================] - 0s 796us/step - loss: 0.3959 - accuracy: 0.83440s - loss: 0.4005 - accuracy: 0.
Epoch 172/500
450/450 [==============================] - 0s 806us/step - loss: 0.3954 - accuracy: 0.8349
Epoch 173/500
450/450 [==============================] - 0s 792us/step - loss: 0.3955 - accuracy: 0.8379
Epoch 174/500
450/450 [==============================] - 0s 808us/step - loss: 0.3958 - accuracy: 0.8371
Epoch 175/500
450/450 [==============================] - 0s 786us/step - loss: 0.3956 - accuracy: 0.8351
Epoch 176/500
450/450 [==============================] - 0s 793us/step - loss: 0.3957 - accuracy: 0.8365
Epoch 177/500
450/450 [==============================] - 0s 815us/step - loss: 0.3954 - accuracy: 0.8368
Epoch 178/500
450/450 [==============================] - 0s 784us/step - loss: 0.3957 - accuracy: 0.8367
Epoch 179/500
450/450 [==============================] - 0s 805us/step - loss: 0.3955 - accuracy: 0.8351
Epoch 180/500
450/450 [==============================] - 0s 793us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 181/500
450/450 [==============================] - 0s 781us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 182/500
450/450 [==============================] - 0s 815us/step - loss: 0.3952 - accuracy: 0.8349
Epoch 183/500
450/450 [==============================] - 0s 948us/step - loss: 0.3958 - accuracy: 0.8360
Epoch 184/500
450/450 [==============================] - 0s 788us/step - loss: 0.3956 - accuracy: 0.8350
Epoch 185/500
450/450 [==============================] - 0s 801us/step - loss: 0.3956 - accuracy: 0.8360
Epoch 186/500
450/450 [==============================] - 0s 809us/step - loss: 0.3959 - accuracy: 0.8353
Epoch 187/500
450/450 [==============================] - 0s 788us/step - loss: 0.3954 - accuracy: 0.8349
Epoch 188/500
450/450 [==============================] - 0s 803us/step - loss: 0.3952 - accuracy: 0.8351
Epoch 189/500
450/450 [==============================] - 0s 779us/step - loss: 0.3957 - accuracy: 0.8344
Epoch 190/500
450/450 [==============================] - 0s 795us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 191/500
450/450 [==============================] - 0s 804us/step - loss: 0.3954 - accuracy: 0.8357
Epoch 192/500
450/450 [==============================] - 0s 782us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 193/500
450/450 [==============================] - 0s 786us/step - loss: 0.3953 - accuracy: 0.8360
Epoch 194/500
450/450 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 195/500
450/450 [==============================] - 0s 781us/step - loss: 0.3954 - accuracy: 0.8378
Epoch 196/500
450/450 [==============================] - 0s 822us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 197/500
450/450 [==============================] - 0s 793us/step - loss: 0.3955 - accuracy: 0.8351
Epoch 198/500
450/450 [==============================] - 0s 785us/step - loss: 0.3953 - accuracy: 0.8335
Epoch 199/500
450/450 [==============================] - 0s 795us/step - loss: 0.3957 - accuracy: 0.8371
Epoch 200/500
450/450 [==============================] - 0s 800us/step - loss: 0.3955 - accuracy: 0.8351
Epoch 201/500
450/450 [==============================] - 0s 782us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 202/500
450/450 [==============================] - 0s 800us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 203/500
450/450 [==============================] - 0s 780us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 204/500
450/450 [==============================] - 0s 792us/step - loss: 0.3947 - accuracy: 0.8347
Epoch 205/500
450/450 [==============================] - 0s 850us/step - loss: 0.3959 - accuracy: 0.83640s - loss: 0.3886 - accura
Epoch 206/500
450/450 [==============================] - 0s 778us/step - loss: 0.3952 - accuracy: 0.8361
Epoch 207/500
450/450 [==============================] - 0s 793us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 208/500
450/450 [==============================] - 0s 801us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 209/500
450/450 [==============================] - 0s 780us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 210/500
450/450 [==============================] - 0s 809us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 211/500
450/450 [==============================] - 0s 788us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 212/500
450/450 [==============================] - 0s 799us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 213/500
450/450 [==============================] - 0s 805us/step - loss: 0.3957 - accuracy: 0.8356
Epoch 214/500
450/450 [==============================] - 0s 790us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 215/500
450/450 [==============================] - 0s 782us/step - loss: 0.3953 - accuracy: 0.8343
Epoch 216/500
450/450 [==============================] - 0s 798us/step - loss: 0.3953 - accuracy: 0.8364
Epoch 217/500
450/450 [==============================] - 0s 787us/step - loss: 0.3954 - accuracy: 0.8356
Epoch 218/500
450/450 [==============================] - 0s 811us/step - loss: 0.3952 - accuracy: 0.8336
Epoch 219/500
450/450 [==============================] - 0s 785us/step - loss: 0.3952 - accuracy: 0.8361
Epoch 220/500
450/450 [==============================] - 0s 781us/step - loss: 0.3957 - accuracy: 0.8349
Epoch 221/500
450/450 [==============================] - 0s 826us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 222/500
450/450 [==============================] - 0s 791us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 223/500
450/450 [==============================] - 0s 783us/step - loss: 0.3952 - accuracy: 0.8346
Epoch 224/500
450/450 [==============================] - 0s 825us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 225/500
450/450 [==============================] - 0s 787us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 226/500
450/450 [==============================] - 0s 786us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 227/500
450/450 [==============================] - 0s 797us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 228/500
450/450 [==============================] - 0s 800us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 229/500
450/450 [==============================] - 0s 785us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 230/500
450/450 [==============================] - 0s 806us/step - loss: 0.3954 - accuracy: 0.8351
Epoch 231/500
450/450 [==============================] - 0s 783us/step - loss: 0.3955 - accuracy: 0.8357
Epoch 232/500
450/450 [==============================] - 0s 792us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 233/500
450/450 [==============================] - 0s 799us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 234/500
450/450 [==============================] - 0s 781us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 235/500
450/450 [==============================] - 0s 806us/step - loss: 0.3955 - accuracy: 0.83640s - loss: 0.3958 - accuracy: 0.83
Epoch 236/500
450/450 [==============================] - 0s 786us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 237/500
450/450 [==============================] - 0s 781us/step - loss: 0.3953 - accuracy: 0.8343
Epoch 238/500
450/450 [==============================] - 0s 810us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 239/500
450/450 [==============================] - 0s 784us/step - loss: 0.3951 - accuracy: 0.8361
Epoch 240/500
450/450 [==============================] - 0s 800us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 241/500
450/450 [==============================] - 0s 832us/step - loss: 0.3951 - accuracy: 0.8354
Epoch 242/500
450/450 [==============================] - 0s 834us/step - loss: 0.3954 - accuracy: 0.8351
Epoch 243/500
450/450 [==============================] - 0s 801us/step - loss: 0.3952 - accuracy: 0.8363
Epoch 244/500
450/450 [==============================] - 0s 794us/step - loss: 0.3958 - accuracy: 0.8346
Epoch 245/500
450/450 [==============================] - 0s 800us/step - loss: 0.3957 - accuracy: 0.8363
Epoch 246/500
450/450 [==============================] - 0s 820us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 247/500
450/450 [==============================] - 0s 798us/step - loss: 0.3954 - accuracy: 0.8357
Epoch 248/500
450/450 [==============================] - 0s 791us/step - loss: 0.3954 - accuracy: 0.8350
Epoch 249/500
450/450 [==============================] - 0s 907us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 250/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3957 - accuracy: 0.8360
Epoch 251/500
450/450 [==============================] - 0s 799us/step - loss: 0.3950 - accuracy: 0.8375
Epoch 252/500
450/450 [==============================] - 0s 880us/step - loss: 0.3952 - accuracy: 0.8353
Epoch 253/500
450/450 [==============================] - 0s 867us/step - loss: 0.3947 - accuracy: 0.8342
Epoch 254/500
450/450 [==============================] - 0s 801us/step - loss: 0.3955 - accuracy: 0.8346
Epoch 255/500
450/450 [==============================] - 0s 797us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 256/500
450/450 [==============================] - 0s 806us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 257/500
450/450 [==============================] - 0s 839us/step - loss: 0.3955 - accuracy: 0.8336
Epoch 258/500
450/450 [==============================] - 0s 935us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 259/500
450/450 [==============================] - 0s 806us/step - loss: 0.3952 - accuracy: 0.8357
Epoch 260/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3956 - accuracy: 0.8351: 0s - loss: 0.3949 - accura
Epoch 261/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8340
Epoch 262/500
450/450 [==============================] - 0s 796us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 263/500
450/450 [==============================] - 0s 887us/step - loss: 0.3956 - accuracy: 0.8351
Epoch 264/500
450/450 [==============================] - 0s 796us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 265/500
450/450 [==============================] - 0s 787us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 266/500
450/450 [==============================] - 0s 816us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 267/500
450/450 [==============================] - 0s 791us/step - loss: 0.3952 - accuracy: 0.8360
Epoch 268/500
450/450 [==============================] - 0s 803us/step - loss: 0.3952 - accuracy: 0.8349
Epoch 269/500
450/450 [==============================] - 0s 803us/step - loss: 0.3954 - accuracy: 0.8356
Epoch 270/500
450/450 [==============================] - 0s 790us/step - loss: 0.3953 - accuracy: 0.8350
Epoch 271/500
450/450 [==============================] - 0s 831us/step - loss: 0.3956 - accuracy: 0.8338
Epoch 272/500
450/450 [==============================] - 0s 781us/step - loss: 0.3952 - accuracy: 0.8346
Epoch 273/500
450/450 [==============================] - 0s 850us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 274/500
450/450 [==============================] - 0s 830us/step - loss: 0.3953 - accuracy: 0.8342
Epoch 275/500
450/450 [==============================] - 0s 880us/step - loss: 0.3951 - accuracy: 0.8340
Epoch 276/500
450/450 [==============================] - 0s 850us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 277/500
450/450 [==============================] - 0s 875us/step - loss: 0.3956 - accuracy: 0.8353
Epoch 278/500
450/450 [==============================] - 0s 941us/step - loss: 0.3953 - accuracy: 0.8342
Epoch 279/500
450/450 [==============================] - 0s 874us/step - loss: 0.3952 - accuracy: 0.8347
Epoch 280/500
450/450 [==============================] - 0s 838us/step - loss: 0.3955 - accuracy: 0.8351
Epoch 281/500
450/450 [==============================] - 0s 795us/step - loss: 0.3954 - accuracy: 0.8346
Epoch 282/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8357
Epoch 283/500
450/450 [==============================] - 0s 839us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 284/500
450/450 [==============================] - 0s 877us/step - loss: 0.3958 - accuracy: 0.8353
Epoch 285/500
450/450 [==============================] - 0s 815us/step - loss: 0.3955 - accuracy: 0.8358
Epoch 286/500
450/450 [==============================] - 0s 838us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 287/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3949 - accuracy: 0.8349
Epoch 288/500
450/450 [==============================] - 0s 868us/step - loss: 0.3956 - accuracy: 0.8361
Epoch 289/500
450/450 [==============================] - 0s 866us/step - loss: 0.3954 - accuracy: 0.8347
Epoch 290/500
450/450 [==============================] - 0s 886us/step - loss: 0.3954 - accuracy: 0.83570s - loss: 0.3966 - accuracy: 0.83
Epoch 291/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8371
Epoch 292/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8346
Epoch 293/500
450/450 [==============================] - 0s 929us/step - loss: 0.3955 - accuracy: 0.8353
Epoch 294/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8351
Epoch 295/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8340
Epoch 296/500
450/450 [==============================] - 0s 997us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 297/500
450/450 [==============================] - 0s 959us/step - loss: 0.3956 - accuracy: 0.8356
Epoch 298/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8354
Epoch 299/500
450/450 [==============================] - 0s 886us/step - loss: 0.3953 - accuracy: 0.8351
Epoch 300/500
450/450 [==============================] - 0s 899us/step - loss: 0.3952 - accuracy: 0.8367
Epoch 301/500
450/450 [==============================] - 0s 888us/step - loss: 0.3950 - accuracy: 0.8347
Epoch 302/500
450/450 [==============================] - 0s 998us/step - loss: 0.3955 - accuracy: 0.8347
Epoch 303/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3953 - accuracy: 0.8361
Epoch 304/500
450/450 [==============================] - 0s 883us/step - loss: 0.3949 - accuracy: 0.8356
Epoch 305/500
450/450 [==============================] - 0s 830us/step - loss: 0.3958 - accuracy: 0.8353
Epoch 306/500
450/450 [==============================] - 0s 944us/step - loss: 0.3956 - accuracy: 0.83630s - loss: 0.3932 - accuracy:
Epoch 307/500
450/450 [==============================] - 0s 981us/step - loss: 0.3952 - accuracy: 0.8364
Epoch 308/500
450/450 [==============================] - 0s 948us/step - loss: 0.3953 - accuracy: 0.8356
Epoch 309/500
450/450 [==============================] - 0s 887us/step - loss: 0.3957 - accuracy: 0.8336
Epoch 310/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3950 - accuracy: 0.8361
Epoch 311/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3956 - accuracy: 0.8350: 0s - loss: 0.3914 - accura
Epoch 312/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8365
Epoch 313/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3952 - accuracy: 0.8369
Epoch 314/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8372
Epoch 315/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8364
Epoch 316/500
450/450 [==============================] - 0s 819us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 317/500
450/450 [==============================] - 0s 834us/step - loss: 0.3956 - accuracy: 0.8363
Epoch 318/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8343
Epoch 319/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3952 - accuracy: 0.8365
Epoch 320/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3951 - accuracy: 0.8339
Epoch 321/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3952 - accuracy: 0.8357
Epoch 322/500
450/450 [==============================] - 0s 852us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 323/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8367
Epoch 324/500
450/450 [==============================] - 0s 829us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 325/500
450/450 [==============================] - 0s 827us/step - loss: 0.3951 - accuracy: 0.8349
Epoch 326/500
450/450 [==============================] - 0s 829us/step - loss: 0.3948 - accuracy: 0.8358
Epoch 327/500
450/450 [==============================] - 0s 829us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 328/500
450/450 [==============================] - 0s 831us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 329/500
450/450 [==============================] - 0s 806us/step - loss: 0.3954 - accuracy: 0.8346
Epoch 330/500
450/450 [==============================] - 0s 874us/step - loss: 0.3956 - accuracy: 0.8343
Epoch 331/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8351
Epoch 332/500
450/450 [==============================] - 0s 995us/step - loss: 0.3949 - accuracy: 0.83630s - loss: 0.3869 - accuracy:
Epoch 333/500
450/450 [==============================] - 0s 965us/step - loss: 0.3956 - accuracy: 0.8354
Epoch 334/500
450/450 [==============================] - 0s 867us/step - loss: 0.3950 - accuracy: 0.8349
Epoch 335/500
450/450 [==============================] - 0s 857us/step - loss: 0.3955 - accuracy: 0.83650s - loss: 0.3918 - accuracy: 0.
Epoch 336/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8357
Epoch 337/500
450/450 [==============================] - 0s 917us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 338/500
450/450 [==============================] - 0s 995us/step - loss: 0.3957 - accuracy: 0.8358
Epoch 339/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8351
Epoch 340/500
450/450 [==============================] - 0s 799us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 341/500
450/450 [==============================] - 0s 898us/step - loss: 0.3952 - accuracy: 0.8346
Epoch 342/500
450/450 [==============================] - 0s 813us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 343/500
450/450 [==============================] - 0s 819us/step - loss: 0.3958 - accuracy: 0.8350
Epoch 344/500
450/450 [==============================] - 0s 821us/step - loss: 0.3952 - accuracy: 0.8350
Epoch 345/500
450/450 [==============================] - 0s 812us/step - loss: 0.3954 - accuracy: 0.8351
Epoch 346/500
450/450 [==============================] - 0s 798us/step - loss: 0.3950 - accuracy: 0.8347
Epoch 347/500
450/450 [==============================] - 0s 809us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 348/500
450/450 [==============================] - 0s 804us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 349/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8368
Epoch 350/500
450/450 [==============================] - 0s 911us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 351/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3958 - accuracy: 0.8361
Epoch 352/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8358
Epoch 353/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3960 - accuracy: 0.8358
Epoch 354/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8360
Epoch 355/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8358
Epoch 356/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8353
Epoch 357/500
450/450 [==============================] - 0s 867us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 358/500
450/450 [==============================] - 0s 817us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 359/500
450/450 [==============================] - 0s 795us/step - loss: 0.3952 - accuracy: 0.8349
Epoch 360/500
450/450 [==============================] - 0s 825us/step - loss: 0.3952 - accuracy: 0.8351
Epoch 361/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8358
Epoch 362/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8364
Epoch 363/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8374
Epoch 364/500
450/450 [==============================] - 0s 926us/step - loss: 0.3952 - accuracy: 0.8354
Epoch 365/500
450/450 [==============================] - 0s 868us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 366/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3958 - accuracy: 0.8360
Epoch 367/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3955 - accuracy: 0.8371
Epoch 368/500
450/450 [==============================] - 0s 833us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 369/500
450/450 [==============================] - 0s 882us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 370/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8338: 0s - loss: 0.3936 - accuracy: 0.
Epoch 371/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8358
Epoch 372/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3959 - accuracy: 0.8357
Epoch 373/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3953 - accuracy: 0.8344
Epoch 374/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8346
Epoch 375/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3960 - accuracy: 0.8346
Epoch 376/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8357
Epoch 377/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3958 - accuracy: 0.8363
Epoch 378/500
450/450 [==============================] - 0s 954us/step - loss: 0.3954 - accuracy: 0.8350
Epoch 379/500
450/450 [==============================] - 0s 813us/step - loss: 0.3953 - accuracy: 0.8346
Epoch 380/500
450/450 [==============================] - 0s 863us/step - loss: 0.3955 - accuracy: 0.8349
Epoch 381/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8353
Epoch 382/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3955 - accuracy: 0.8351
Epoch 383/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3953 - accuracy: 0.8363
Epoch 384/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8347
Epoch 385/500
450/450 [==============================] - 0s 909us/step - loss: 0.3959 - accuracy: 0.8344
Epoch 386/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8354
Epoch 387/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8342
Epoch 388/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3957 - accuracy: 0.8363
Epoch 389/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3951 - accuracy: 0.8371
Epoch 390/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3955 - accuracy: 0.8344
Epoch 391/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8346
Epoch 392/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8349: 0s - loss: 0.4021 -
Epoch 393/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8344: 0s - loss: 0
Epoch 394/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8368
Epoch 395/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3949 - accuracy: 0.8361
Epoch 396/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3958 - accuracy: 0.8363
Epoch 397/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8342
Epoch 398/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8364
Epoch 399/500
450/450 [==============================] - 0s 859us/step - loss: 0.3951 - accuracy: 0.8343
Epoch 400/500
450/450 [==============================] - 0s 866us/step - loss: 0.3948 - accuracy: 0.8356
Epoch 401/500
450/450 [==============================] - 0s 841us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 402/500
450/450 [==============================] - 0s 950us/step - loss: 0.3960 - accuracy: 0.8353
Epoch 403/500
450/450 [==============================] - 0s 835us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 404/500
450/450 [==============================] - 0s 979us/step - loss: 0.3948 - accuracy: 0.8354
Epoch 405/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8349
Epoch 406/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8349
Epoch 407/500
450/450 [==============================] - 0s 996us/step - loss: 0.3959 - accuracy: 0.8357
Epoch 408/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8347
Epoch 409/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8353
Epoch 410/500
450/450 [==============================] - 0s 839us/step - loss: 0.3957 - accuracy: 0.8339
Epoch 411/500
450/450 [==============================] - 0s 864us/step - loss: 0.3952 - accuracy: 0.8350
Epoch 412/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3961 - accuracy: 0.8354
Epoch 413/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3955 - accuracy: 0.8365
Epoch 414/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8364
Epoch 415/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3957 - accuracy: 0.8367
Epoch 416/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8358
Epoch 417/500
450/450 [==============================] - 0s 812us/step - loss: 0.3953 - accuracy: 0.8357
Epoch 418/500
450/450 [==============================] - 0s 846us/step - loss: 0.3960 - accuracy: 0.8347
Epoch 419/500
450/450 [==============================] - 0s 812us/step - loss: 0.3955 - accuracy: 0.8365
Epoch 420/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8365: 0s - loss: 0.4027 - accuracy:
Epoch 421/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8351: 0s - loss: 0.3976 - accura
Epoch 422/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3957 - accuracy: 0.8353
Epoch 423/500
450/450 [==============================] - 0s 828us/step - loss: 0.3957 - accuracy: 0.8347
Epoch 424/500
450/450 [==============================] - 0s 807us/step - loss: 0.3960 - accuracy: 0.8356
Epoch 425/500
450/450 [==============================] - 0s 800us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 426/500
450/450 [==============================] - 0s 861us/step - loss: 0.3960 - accuracy: 0.8354
Epoch 427/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8357: 0s - loss: 0.3977 - accuracy:
Epoch 428/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8347
Epoch 429/500
450/450 [==============================] - 0s 815us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 430/500
450/450 [==============================] - 0s 831us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 431/500
450/450 [==============================] - 0s 822us/step - loss: 0.3958 - accuracy: 0.8363
Epoch 432/500
450/450 [==============================] - 0s 795us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 433/500
450/450 [==============================] - 0s 800us/step - loss: 0.3951 - accuracy: 0.8358
Epoch 434/500
450/450 [==============================] - 0s 810us/step - loss: 0.3954 - accuracy: 0.8357
Epoch 435/500
450/450 [==============================] - 0s 824us/step - loss: 0.3952 - accuracy: 0.8350
Epoch 436/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8364
Epoch 437/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8350
Epoch 438/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8358
Epoch 439/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8346
Epoch 440/500
450/450 [==============================] - 0s 816us/step - loss: 0.3953 - accuracy: 0.8351
Epoch 441/500
450/450 [==============================] - 0s 846us/step - loss: 0.3956 - accuracy: 0.8347
Epoch 442/500
450/450 [==============================] - 0s 806us/step - loss: 0.3954 - accuracy: 0.8372
Epoch 443/500
450/450 [==============================] - 0s 912us/step - loss: 0.3957 - accuracy: 0.83510s - loss: 0.3955 - accuracy: 0.83
Epoch 444/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8347
Epoch 445/500
450/450 [==============================] - 0s 894us/step - loss: 0.3950 - accuracy: 0.8354
Epoch 446/500
450/450 [==============================] - 0s 837us/step - loss: 0.3951 - accuracy: 0.8356
Epoch 447/500
450/450 [==============================] - 0s 826us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 448/500
450/450 [==============================] - 0s 806us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 449/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3953 - accuracy: 0.8346
Epoch 450/500
450/450 [==============================] - 0s 997us/step - loss: 0.3958 - accuracy: 0.8356
Epoch 451/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8356
Epoch 452/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3955 - accuracy: 0.8361
Epoch 453/500
450/450 [==============================] - 0s 995us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 454/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8361
Epoch 455/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3958 - accuracy: 0.8346
Epoch 456/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8351: 0s - l
Epoch 457/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3960 - accuracy: 0.8346
Epoch 458/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8344
Epoch 459/500
450/450 [==============================] - 0s 907us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 460/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3950 - accuracy: 0.8346
Epoch 461/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8349
Epoch 462/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3962 - accuracy: 0.8353
Epoch 463/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8367
Epoch 464/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3954 - accuracy: 0.8360
Epoch 465/500
450/450 [==============================] - 0s 981us/step - loss: 0.3958 - accuracy: 0.8343
Epoch 466/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8344
Epoch 467/500
450/450 [==============================] - 0s 922us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 468/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8363
Epoch 469/500
450/450 [==============================] - 0s 858us/step - loss: 0.3962 - accuracy: 0.8375
Epoch 470/500
450/450 [==============================] - 0s 946us/step - loss: 0.3962 - accuracy: 0.8353
Epoch 471/500
450/450 [==============================] - 0s 927us/step - loss: 0.3956 - accuracy: 0.8349
Epoch 472/500
450/450 [==============================] - 0s 927us/step - loss: 0.3961 - accuracy: 0.8364
Epoch 473/500
450/450 [==============================] - 0s 917us/step - loss: 0.3956 - accuracy: 0.8375
Epoch 474/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8350
Epoch 475/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3962 - accuracy: 0.8361
Epoch 476/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8360
Epoch 477/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3960 - accuracy: 0.8340: 0s - l
Epoch 478/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8349
Epoch 479/500
450/450 [==============================] - 0s 830us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 480/500
450/450 [==============================] - 0s 842us/step - loss: 0.3959 - accuracy: 0.8335
Epoch 481/500
450/450 [==============================] - 0s 852us/step - loss: 0.3957 - accuracy: 0.8360
Epoch 482/500
450/450 [==============================] - 0s 835us/step - loss: 0.3961 - accuracy: 0.8364
Epoch 483/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3956 - accuracy: 0.8354
Epoch 484/500
450/450 [==============================] - 0s 865us/step - loss: 0.3962 - accuracy: 0.8353
Epoch 485/500
450/450 [==============================] - 0s 865us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 486/500
450/450 [==============================] - 0s 893us/step - loss: 0.3957 - accuracy: 0.8358
Epoch 487/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8361
Epoch 488/500
450/450 [==============================] - 0s 873us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 489/500
450/450 [==============================] - 0s 803us/step - loss: 0.3963 - accuracy: 0.8349
Epoch 490/500
450/450 [==============================] - 0s 844us/step - loss: 0.3952 - accuracy: 0.8349
Epoch 491/500
450/450 [==============================] - 0s 887us/step - loss: 0.3961 - accuracy: 0.8371
Epoch 492/500
450/450 [==============================] - 0s 858us/step - loss: 0.3961 - accuracy: 0.8347
Epoch 493/500
450/450 [==============================] - 0s 995us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 494/500
450/450 [==============================] - 0s 800us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 495/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3963 - accuracy: 0.8363
Epoch 496/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8349
Epoch 497/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3959 - accuracy: 0.8358
Epoch 498/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8365
Epoch 499/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3961 - accuracy: 0.8371
Epoch 500/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3965 - accuracy: 0.8339
Epoch 1/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5475 - accuracy: 0.7975
Epoch 2/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4342 - accuracy: 0.7985
Epoch 3/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4274 - accuracy: 0.7985
Epoch 4/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.7985
Epoch 5/500
450/450 [==============================] - 0s 865us/step - loss: 0.4198 - accuracy: 0.7985
Epoch 6/500
450/450 [==============================] - 0s 881us/step - loss: 0.4167 - accuracy: 0.8194
Epoch 7/500
450/450 [==============================] - 0s 869us/step - loss: 0.4148 - accuracy: 0.8254
Epoch 8/500
450/450 [==============================] - 0s 858us/step - loss: 0.4137 - accuracy: 0.8293
Epoch 9/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4124 - accuracy: 0.8311
Epoch 10/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4111 - accuracy: 0.8319
Epoch 11/500
450/450 [==============================] - 0s 969us/step - loss: 0.4096 - accuracy: 0.8339
Epoch 12/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4085 - accuracy: 0.8351
Epoch 13/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4079 - accuracy: 0.8350
Epoch 14/500
450/450 [==============================] - 0s 941us/step - loss: 0.4068 - accuracy: 0.8367
Epoch 15/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4060 - accuracy: 0.8369
Epoch 16/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4049 - accuracy: 0.8361
Epoch 17/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4042 - accuracy: 0.8349
Epoch 18/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4036 - accuracy: 0.8365
Epoch 19/500
450/450 [==============================] - 0s 879us/step - loss: 0.4027 - accuracy: 0.8356
Epoch 20/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4022 - accuracy: 0.8372
Epoch 21/500
450/450 [==============================] - 0s 886us/step - loss: 0.4021 - accuracy: 0.8368
Epoch 22/500
450/450 [==============================] - 0s 856us/step - loss: 0.4015 - accuracy: 0.8369
Epoch 23/500
450/450 [==============================] - 0s 836us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 24/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4006 - accuracy: 0.8367
Epoch 25/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4003 - accuracy: 0.8369
Epoch 26/500
450/450 [==============================] - 0s 822us/step - loss: 0.3999 - accuracy: 0.8369
Epoch 27/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3996 - accuracy: 0.8368
Epoch 28/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3993 - accuracy: 0.8389
Epoch 29/500
450/450 [==============================] - 0s 859us/step - loss: 0.3994 - accuracy: 0.8374
Epoch 30/500
450/450 [==============================] - 0s 886us/step - loss: 0.3987 - accuracy: 0.8375
Epoch 31/500
450/450 [==============================] - 0s 827us/step - loss: 0.3986 - accuracy: 0.8365
Epoch 32/500
450/450 [==============================] - 0s 804us/step - loss: 0.3983 - accuracy: 0.8382
Epoch 33/500
450/450 [==============================] - 0s 858us/step - loss: 0.3980 - accuracy: 0.8376
Epoch 34/500
450/450 [==============================] - 0s 796us/step - loss: 0.3981 - accuracy: 0.8364
Epoch 35/500
450/450 [==============================] - 0s 824us/step - loss: 0.3975 - accuracy: 0.8390
Epoch 36/500
450/450 [==============================] - 0s 976us/step - loss: 0.3972 - accuracy: 0.8368
Epoch 37/500
450/450 [==============================] - 0s 860us/step - loss: 0.3972 - accuracy: 0.8374
Epoch 38/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3973 - accuracy: 0.8383
Epoch 39/500
450/450 [==============================] - 0s 810us/step - loss: 0.3968 - accuracy: 0.8383
Epoch 40/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3965 - accuracy: 0.8382
Epoch 41/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8369
Epoch 42/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3965 - accuracy: 0.8388
Epoch 43/500
450/450 [==============================] - 0s 842us/step - loss: 0.3964 - accuracy: 0.8376
Epoch 44/500
450/450 [==============================] - 0s 830us/step - loss: 0.3964 - accuracy: 0.8385
Epoch 45/500
450/450 [==============================] - 0s 820us/step - loss: 0.3958 - accuracy: 0.8388
Epoch 46/500
450/450 [==============================] - 0s 803us/step - loss: 0.3961 - accuracy: 0.8365
Epoch 47/500
450/450 [==============================] - 0s 816us/step - loss: 0.3963 - accuracy: 0.8397
Epoch 48/500
450/450 [==============================] - 0s 799us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 49/500
450/450 [==============================] - 0s 809us/step - loss: 0.3960 - accuracy: 0.8394
Epoch 50/500
450/450 [==============================] - 0s 804us/step - loss: 0.3960 - accuracy: 0.8371
Epoch 51/500
450/450 [==============================] - 0s 802us/step - loss: 0.3961 - accuracy: 0.8382
Epoch 52/500
450/450 [==============================] - 0s 811us/step - loss: 0.3958 - accuracy: 0.8392
Epoch 53/500
450/450 [==============================] - 0s 811us/step - loss: 0.3954 - accuracy: 0.8393
Epoch 54/500
450/450 [==============================] - 0s 809us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 55/500
450/450 [==============================] - 0s 821us/step - loss: 0.3958 - accuracy: 0.8385
Epoch 56/500
450/450 [==============================] - 0s 799us/step - loss: 0.3952 - accuracy: 0.8388
Epoch 57/500
450/450 [==============================] - 0s 815us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 58/500
450/450 [==============================] - 0s 807us/step - loss: 0.3955 - accuracy: 0.8388
Epoch 59/500
450/450 [==============================] - 0s 799us/step - loss: 0.3954 - accuracy: 0.8392
Epoch 60/500
450/450 [==============================] - 0s 809us/step - loss: 0.3955 - accuracy: 0.8382
Epoch 61/500
450/450 [==============================] - 0s 796us/step - loss: 0.3952 - accuracy: 0.8403
Epoch 62/500
450/450 [==============================] - 0s 797us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 63/500
450/450 [==============================] - 0s 809us/step - loss: 0.3956 - accuracy: 0.8399
Epoch 64/500
450/450 [==============================] - 0s 842us/step - loss: 0.3954 - accuracy: 0.8393
Epoch 65/500
450/450 [==============================] - 0s 795us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 66/500
450/450 [==============================] - 0s 822us/step - loss: 0.3954 - accuracy: 0.8386
Epoch 67/500
450/450 [==============================] - 0s 795us/step - loss: 0.3955 - accuracy: 0.8404
Epoch 68/500
450/450 [==============================] - 0s 809us/step - loss: 0.3954 - accuracy: 0.8389
Epoch 69/500
450/450 [==============================] - 0s 808us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 70/500
450/450 [==============================] - 0s 798us/step - loss: 0.3955 - accuracy: 0.8399
Epoch 71/500
450/450 [==============================] - 0s 808us/step - loss: 0.3949 - accuracy: 0.8406
Epoch 72/500
450/450 [==============================] - 0s 818us/step - loss: 0.3955 - accuracy: 0.8393
Epoch 73/500
450/450 [==============================] - 0s 793us/step - loss: 0.3952 - accuracy: 0.8410
Epoch 74/500
450/450 [==============================] - 0s 813us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 75/500
450/450 [==============================] - 0s 944us/step - loss: 0.3952 - accuracy: 0.8385
Epoch 76/500
450/450 [==============================] - 0s 839us/step - loss: 0.3953 - accuracy: 0.8396
Epoch 77/500
450/450 [==============================] - 0s 799us/step - loss: 0.3952 - accuracy: 0.8388
Epoch 78/500
450/450 [==============================] - 0s 874us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 79/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3950 - accuracy: 0.8397
Epoch 80/500
450/450 [==============================] - 0s 904us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 81/500
450/450 [==============================] - 0s 885us/step - loss: 0.3945 - accuracy: 0.8401
Epoch 82/500
450/450 [==============================] - 0s 971us/step - loss: 0.3950 - accuracy: 0.8375
Epoch 83/500
450/450 [==============================] - 0s 794us/step - loss: 0.3946 - accuracy: 0.8379
Epoch 84/500
450/450 [==============================] - 0s 818us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 85/500
450/450 [==============================] - 0s 804us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 86/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8404
Epoch 87/500
450/450 [==============================] - 0s 942us/step - loss: 0.3948 - accuracy: 0.8404
Epoch 88/500
450/450 [==============================] - 0s 798us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 89/500
450/450 [==============================] - 0s 817us/step - loss: 0.3950 - accuracy: 0.8388
Epoch 90/500
450/450 [==============================] - 0s 816us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 91/500
450/450 [==============================] - 0s 820us/step - loss: 0.3950 - accuracy: 0.8406
Epoch 92/500
450/450 [==============================] - 0s 971us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 93/500
450/450 [==============================] - 0s 882us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 94/500
450/450 [==============================] - 0s 915us/step - loss: 0.3950 - accuracy: 0.8403
Epoch 95/500
450/450 [==============================] - 0s 891us/step - loss: 0.3949 - accuracy: 0.8400
Epoch 96/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8394
Epoch 97/500
450/450 [==============================] - 0s 847us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 98/500
450/450 [==============================] - 0s 827us/step - loss: 0.3947 - accuracy: 0.8406
Epoch 99/500
450/450 [==============================] - 0s 868us/step - loss: 0.3948 - accuracy: 0.8383
Epoch 100/500
450/450 [==============================] - 0s 840us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 101/500
450/450 [==============================] - 0s 838us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 102/500
450/450 [==============================] - 0s 853us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 103/500
450/450 [==============================] - 0s 815us/step - loss: 0.3946 - accuracy: 0.8390
Epoch 104/500
450/450 [==============================] - 0s 811us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 105/500
450/450 [==============================] - 0s 803us/step - loss: 0.3945 - accuracy: 0.8408
Epoch 106/500
450/450 [==============================] - 0s 790us/step - loss: 0.3949 - accuracy: 0.8396
Epoch 107/500
450/450 [==============================] - 0s 828us/step - loss: 0.3949 - accuracy: 0.8400
Epoch 108/500
450/450 [==============================] - 0s 794us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 109/500
450/450 [==============================] - 0s 801us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 110/500
450/450 [==============================] - 0s 818us/step - loss: 0.3945 - accuracy: 0.8400
Epoch 111/500
450/450 [==============================] - 0s 798us/step - loss: 0.3946 - accuracy: 0.8400
Epoch 112/500
450/450 [==============================] - 0s 802us/step - loss: 0.3947 - accuracy: 0.8403
Epoch 113/500
450/450 [==============================] - 0s 810us/step - loss: 0.3942 - accuracy: 0.8394
Epoch 114/500
450/450 [==============================] - 0s 799us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 115/500
450/450 [==============================] - 0s 817us/step - loss: 0.3943 - accuracy: 0.8406
Epoch 116/500
450/450 [==============================] - 0s 829us/step - loss: 0.3945 - accuracy: 0.8399
Epoch 117/500
450/450 [==============================] - 0s 788us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 118/500
450/450 [==============================] - 0s 812us/step - loss: 0.3944 - accuracy: 0.8401
Epoch 119/500
450/450 [==============================] - 0s 796us/step - loss: 0.3940 - accuracy: 0.8408
Epoch 120/500
450/450 [==============================] - 0s 811us/step - loss: 0.3940 - accuracy: 0.8393
Epoch 121/500
450/450 [==============================] - 0s 817us/step - loss: 0.3946 - accuracy: 0.8397
Epoch 122/500
450/450 [==============================] - 0s 811us/step - loss: 0.3944 - accuracy: 0.8393
Epoch 123/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3944 - accuracy: 0.8397
Epoch 124/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3941 - accuracy: 0.8397
Epoch 125/500
450/450 [==============================] - 0s 999us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 126/500
450/450 [==============================] - 0s 937us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 127/500
450/450 [==============================] - 0s 940us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 128/500
450/450 [==============================] - 0s 904us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 129/500
450/450 [==============================] - 0s 967us/step - loss: 0.3943 - accuracy: 0.8386
Epoch 130/500
450/450 [==============================] - 0s 935us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 131/500
450/450 [==============================] - 0s 939us/step - loss: 0.3942 - accuracy: 0.8397
Epoch 132/500
450/450 [==============================] - 0s 859us/step - loss: 0.3945 - accuracy: 0.8393
Epoch 133/500
450/450 [==============================] - 0s 803us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 134/500
450/450 [==============================] - 0s 809us/step - loss: 0.3944 - accuracy: 0.8410
Epoch 135/500
450/450 [==============================] - 0s 809us/step - loss: 0.3943 - accuracy: 0.8397
Epoch 136/500
450/450 [==============================] - 0s 794us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 137/500
450/450 [==============================] - 0s 810us/step - loss: 0.3944 - accuracy: 0.8397
Epoch 138/500
450/450 [==============================] - 0s 877us/step - loss: 0.3942 - accuracy: 0.8394
Epoch 139/500
450/450 [==============================] - 0s 854us/step - loss: 0.3940 - accuracy: 0.8397
Epoch 140/500
450/450 [==============================] - 0s 865us/step - loss: 0.3941 - accuracy: 0.8401
Epoch 141/500
450/450 [==============================] - 0s 857us/step - loss: 0.3940 - accuracy: 0.8392
Epoch 142/500
450/450 [==============================] - 0s 858us/step - loss: 0.3945 - accuracy: 0.8401
Epoch 143/500
450/450 [==============================] - 0s 812us/step - loss: 0.3944 - accuracy: 0.8404
Epoch 144/500
450/450 [==============================] - 0s 795us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 145/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3942 - accuracy: 0.8414
Epoch 146/500
450/450 [==============================] - 0s 798us/step - loss: 0.3940 - accuracy: 0.8407
Epoch 147/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3942 - accuracy: 0.8394
Epoch 148/500
450/450 [==============================] - 0s 802us/step - loss: 0.3942 - accuracy: 0.8399
Epoch 149/500
450/450 [==============================] - 0s 831us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 150/500
450/450 [==============================] - 0s 812us/step - loss: 0.3937 - accuracy: 0.8394
Epoch 151/500
450/450 [==============================] - 0s 847us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 152/500
450/450 [==============================] - 0s 866us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 153/500
450/450 [==============================] - 0s 862us/step - loss: 0.3941 - accuracy: 0.8413
Epoch 154/500
450/450 [==============================] - 0s 858us/step - loss: 0.3944 - accuracy: 0.8396
Epoch 155/500
450/450 [==============================] - 0s 834us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 156/500
450/450 [==============================] - 0s 801us/step - loss: 0.3941 - accuracy: 0.8385
Epoch 157/500
450/450 [==============================] - 0s 809us/step - loss: 0.3938 - accuracy: 0.8389
Epoch 158/500
450/450 [==============================] - 0s 803us/step - loss: 0.3942 - accuracy: 0.8397
Epoch 159/500
450/450 [==============================] - 0s 790us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 160/500
450/450 [==============================] - 0s 807us/step - loss: 0.3937 - accuracy: 0.8397
Epoch 161/500
450/450 [==============================] - 0s 816us/step - loss: 0.3943 - accuracy: 0.8399
Epoch 162/500
450/450 [==============================] - 0s 797us/step - loss: 0.3941 - accuracy: 0.8404
Epoch 163/500
450/450 [==============================] - 0s 809us/step - loss: 0.3940 - accuracy: 0.8401
Epoch 164/500
450/450 [==============================] - 0s 817us/step - loss: 0.3940 - accuracy: 0.8410
Epoch 165/500
450/450 [==============================] - 0s 808us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 166/500
450/450 [==============================] - 0s 814us/step - loss: 0.3940 - accuracy: 0.8404
Epoch 167/500
450/450 [==============================] - 0s 811us/step - loss: 0.3941 - accuracy: 0.8403
Epoch 168/500
450/450 [==============================] - 0s 851us/step - loss: 0.3941 - accuracy: 0.8386
Epoch 169/500
450/450 [==============================] - 0s 804us/step - loss: 0.3938 - accuracy: 0.8401
Epoch 170/500
450/450 [==============================] - 0s 793us/step - loss: 0.3941 - accuracy: 0.8397
Epoch 171/500
450/450 [==============================] - 0s 803us/step - loss: 0.3941 - accuracy: 0.8406
Epoch 172/500
450/450 [==============================] - 0s 817us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 173/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8394
Epoch 174/500
450/450 [==============================] - 0s 803us/step - loss: 0.3941 - accuracy: 0.8397
Epoch 175/500
450/450 [==============================] - 0s 803us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 176/500
450/450 [==============================] - 0s 806us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 177/500
450/450 [==============================] - 0s 815us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 178/500
450/450 [==============================] - 0s 794us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 179/500
450/450 [==============================] - 0s 801us/step - loss: 0.3935 - accuracy: 0.8394
Epoch 180/500
450/450 [==============================] - 0s 812us/step - loss: 0.3935 - accuracy: 0.8399
Epoch 181/500
450/450 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 182/500
450/450 [==============================] - 0s 798us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 183/500
450/450 [==============================] - 0s 808us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 184/500
450/450 [==============================] - 0s 807us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 185/500
450/450 [==============================] - 0s 825us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 186/500
450/450 [==============================] - 0s 795us/step - loss: 0.3934 - accuracy: 0.8400
Epoch 187/500
450/450 [==============================] - 0s 807us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 188/500
450/450 [==============================] - 0s 822us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 189/500
450/450 [==============================] - 0s 799us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 190/500
450/450 [==============================] - 0s 830us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 191/500
450/450 [==============================] - 0s 791us/step - loss: 0.3928 - accuracy: 0.8379
Epoch 192/500
450/450 [==============================] - 0s 806us/step - loss: 0.3924 - accuracy: 0.8383
Epoch 193/500
450/450 [==============================] - 0s 814us/step - loss: 0.3924 - accuracy: 0.8386
Epoch 194/500
450/450 [==============================] - 0s 810us/step - loss: 0.3927 - accuracy: 0.8393
Epoch 195/500
450/450 [==============================] - 0s 808us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 196/500
450/450 [==============================] - 0s 885us/step - loss: 0.3923 - accuracy: 0.8386
Epoch 197/500
450/450 [==============================] - 0s 793us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 198/500
450/450 [==============================] - 0s 820us/step - loss: 0.3919 - accuracy: 0.8389
Epoch 199/500
450/450 [==============================] - 0s 799us/step - loss: 0.3918 - accuracy: 0.8401
Epoch 200/500
450/450 [==============================] - 0s 814us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 201/500
450/450 [==============================] - 0s 812us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 202/500
450/450 [==============================] - 0s 793us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 203/500
450/450 [==============================] - 0s 807us/step - loss: 0.3905 - accuracy: 0.8382
Epoch 204/500
450/450 [==============================] - 0s 805us/step - loss: 0.3912 - accuracy: 0.8400
Epoch 205/500
450/450 [==============================] - 0s 787us/step - loss: 0.3907 - accuracy: 0.8388
Epoch 206/500
450/450 [==============================] - 0s 809us/step - loss: 0.3907 - accuracy: 0.8382
Epoch 207/500
450/450 [==============================] - 0s 836us/step - loss: 0.3904 - accuracy: 0.8379
Epoch 208/500
450/450 [==============================] - 0s 841us/step - loss: 0.3906 - accuracy: 0.8382
Epoch 209/500
450/450 [==============================] - 0s 818us/step - loss: 0.3906 - accuracy: 0.8392
Epoch 210/500
450/450 [==============================] - 0s 805us/step - loss: 0.3904 - accuracy: 0.8394
Epoch 211/500
450/450 [==============================] - 0s 844us/step - loss: 0.3906 - accuracy: 0.8399
Epoch 212/500
450/450 [==============================] - 0s 949us/step - loss: 0.3907 - accuracy: 0.8394
Epoch 213/500
450/450 [==============================] - 0s 806us/step - loss: 0.3902 - accuracy: 0.8404
Epoch 214/500
450/450 [==============================] - 0s 806us/step - loss: 0.3901 - accuracy: 0.8385
Epoch 215/500
450/450 [==============================] - 0s 811us/step - loss: 0.3901 - accuracy: 0.8383
Epoch 216/500
450/450 [==============================] - 0s 792us/step - loss: 0.3901 - accuracy: 0.8403
Epoch 217/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3897 - accuracy: 0.8392
Epoch 218/500
450/450 [==============================] - 0s 798us/step - loss: 0.3895 - accuracy: 0.8408
Epoch 219/500
450/450 [==============================] - 0s 806us/step - loss: 0.3898 - accuracy: 0.8378
Epoch 220/500
450/450 [==============================] - 0s 827us/step - loss: 0.3894 - accuracy: 0.8393
Epoch 221/500
450/450 [==============================] - 0s 821us/step - loss: 0.3896 - accuracy: 0.8404
Epoch 222/500
450/450 [==============================] - 0s 811us/step - loss: 0.3893 - accuracy: 0.8419
Epoch 223/500
450/450 [==============================] - 0s 816us/step - loss: 0.3895 - accuracy: 0.8394
Epoch 224/500
450/450 [==============================] - 0s 816us/step - loss: 0.3891 - accuracy: 0.8397
Epoch 225/500
450/450 [==============================] - 0s 799us/step - loss: 0.3894 - accuracy: 0.8401
Epoch 226/500
450/450 [==============================] - 0s 796us/step - loss: 0.3894 - accuracy: 0.8393
Epoch 227/500
450/450 [==============================] - 0s 805us/step - loss: 0.3894 - accuracy: 0.8417
Epoch 228/500
450/450 [==============================] - 0s 827us/step - loss: 0.3891 - accuracy: 0.8376
Epoch 229/500
450/450 [==============================] - 0s 790us/step - loss: 0.3893 - accuracy: 0.8397
Epoch 230/500
450/450 [==============================] - 0s 840us/step - loss: 0.3895 - accuracy: 0.8394
Epoch 231/500
450/450 [==============================] - 0s 791us/step - loss: 0.3890 - accuracy: 0.8393
Epoch 232/500
450/450 [==============================] - 0s 793us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 233/500
450/450 [==============================] - 0s 807us/step - loss: 0.3892 - accuracy: 0.8401
Epoch 234/500
450/450 [==============================] - 0s 818us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 235/500
450/450 [==============================] - 0s 812us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 236/500
450/450 [==============================] - 0s 798us/step - loss: 0.3889 - accuracy: 0.8401
Epoch 237/500
450/450 [==============================] - 0s 807us/step - loss: 0.3891 - accuracy: 0.8379
Epoch 238/500
450/450 [==============================] - 0s 808us/step - loss: 0.3889 - accuracy: 0.8397
Epoch 239/500
450/450 [==============================] - 0s 815us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 240/500
450/450 [==============================] - 0s 992us/step - loss: 0.3887 - accuracy: 0.8407
Epoch 241/500
450/450 [==============================] - 0s 885us/step - loss: 0.3889 - accuracy: 0.8378
Epoch 242/500
450/450 [==============================] - 0s 796us/step - loss: 0.3889 - accuracy: 0.8390
Epoch 243/500
450/450 [==============================] - 0s 840us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 244/500
450/450 [==============================] - 0s 816us/step - loss: 0.3882 - accuracy: 0.8414
Epoch 245/500
450/450 [==============================] - 0s 816us/step - loss: 0.3886 - accuracy: 0.8401
Epoch 246/500
450/450 [==============================] - 0s 848us/step - loss: 0.3885 - accuracy: 0.8408
Epoch 247/500
450/450 [==============================] - 0s 814us/step - loss: 0.3885 - accuracy: 0.8408
Epoch 248/500
450/450 [==============================] - 0s 788us/step - loss: 0.3886 - accuracy: 0.8393
Epoch 249/500
450/450 [==============================] - 0s 814us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 250/500
450/450 [==============================] - 0s 795us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 251/500
450/450 [==============================] - 0s 809us/step - loss: 0.3887 - accuracy: 0.8390
Epoch 252/500
450/450 [==============================] - 0s 809us/step - loss: 0.3883 - accuracy: 0.8411
Epoch 253/500
450/450 [==============================] - 0s 802us/step - loss: 0.3882 - accuracy: 0.8404
Epoch 254/500
450/450 [==============================] - 0s 812us/step - loss: 0.3881 - accuracy: 0.8400
Epoch 255/500
450/450 [==============================] - 0s 816us/step - loss: 0.3878 - accuracy: 0.8414
Epoch 256/500
450/450 [==============================] - 0s 794us/step - loss: 0.3881 - accuracy: 0.8413
Epoch 257/500
450/450 [==============================] - 0s 810us/step - loss: 0.3881 - accuracy: 0.8411
Epoch 258/500
450/450 [==============================] - 0s 811us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 259/500
450/450 [==============================] - 0s 795us/step - loss: 0.3883 - accuracy: 0.8403
Epoch 260/500
450/450 [==============================] - 0s 805us/step - loss: 0.3879 - accuracy: 0.8400
Epoch 261/500
450/450 [==============================] - 0s 804us/step - loss: 0.3877 - accuracy: 0.8385
Epoch 262/500
450/450 [==============================] - 0s 810us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 263/500
450/450 [==============================] - 0s 842us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 264/500
450/450 [==============================] - 0s 800us/step - loss: 0.3884 - accuracy: 0.8406
Epoch 265/500
450/450 [==============================] - 0s 812us/step - loss: 0.3882 - accuracy: 0.8386
Epoch 266/500
450/450 [==============================] - 0s 816us/step - loss: 0.3883 - accuracy: 0.8393
Epoch 267/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8383
Epoch 268/500
450/450 [==============================] - 0s 851us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 269/500
450/450 [==============================] - 0s 815us/step - loss: 0.3884 - accuracy: 0.8400
Epoch 270/500
450/450 [==============================] - 0s 821us/step - loss: 0.3879 - accuracy: 0.8397
Epoch 271/500
450/450 [==============================] - 0s 819us/step - loss: 0.3880 - accuracy: 0.8414
Epoch 272/500
450/450 [==============================] - 0s 797us/step - loss: 0.3880 - accuracy: 0.8404
Epoch 273/500
450/450 [==============================] - 0s 811us/step - loss: 0.3879 - accuracy: 0.8397
Epoch 274/500
450/450 [==============================] - 0s 828us/step - loss: 0.3881 - accuracy: 0.8394
Epoch 275/500
450/450 [==============================] - 0s 795us/step - loss: 0.3883 - accuracy: 0.8396
Epoch 276/500
450/450 [==============================] - 0s 825us/step - loss: 0.3881 - accuracy: 0.8404
Epoch 277/500
450/450 [==============================] - 0s 796us/step - loss: 0.3880 - accuracy: 0.8397
Epoch 278/500
450/450 [==============================] - 0s 816us/step - loss: 0.3884 - accuracy: 0.8390
Epoch 279/500
450/450 [==============================] - 0s 814us/step - loss: 0.3880 - accuracy: 0.8410
Epoch 280/500
450/450 [==============================] - 0s 798us/step - loss: 0.3881 - accuracy: 0.8404
Epoch 281/500
450/450 [==============================] - 0s 813us/step - loss: 0.3882 - accuracy: 0.8411
Epoch 282/500
450/450 [==============================] - 0s 819us/step - loss: 0.3879 - accuracy: 0.8414
Epoch 283/500
450/450 [==============================] - 0s 794us/step - loss: 0.3880 - accuracy: 0.8396
Epoch 284/500
450/450 [==============================] - 0s 809us/step - loss: 0.3875 - accuracy: 0.8401
Epoch 285/500
450/450 [==============================] - 0s 815us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 286/500
450/450 [==============================] - 0s 804us/step - loss: 0.3878 - accuracy: 0.8401
Epoch 287/500
450/450 [==============================] - 0s 823us/step - loss: 0.3878 - accuracy: 0.8407
Epoch 288/500
450/450 [==============================] - 0s 813us/step - loss: 0.3881 - accuracy: 0.8390
Epoch 289/500
450/450 [==============================] - 0s 808us/step - loss: 0.3879 - accuracy: 0.8413
Epoch 290/500
450/450 [==============================] - 0s 813us/step - loss: 0.3882 - accuracy: 0.8413
Epoch 291/500
450/450 [==============================] - 0s 815us/step - loss: 0.3883 - accuracy: 0.8399
Epoch 292/500
450/450 [==============================] - 0s 809us/step - loss: 0.3877 - accuracy: 0.8406
Epoch 293/500
450/450 [==============================] - 0s 822us/step - loss: 0.3881 - accuracy: 0.8407
Epoch 294/500
450/450 [==============================] - 0s 797us/step - loss: 0.3874 - accuracy: 0.8397
Epoch 295/500
450/450 [==============================] - 0s 825us/step - loss: 0.3882 - accuracy: 0.8404
Epoch 296/500
450/450 [==============================] - 0s 800us/step - loss: 0.3881 - accuracy: 0.8419
Epoch 297/500
450/450 [==============================] - 0s 809us/step - loss: 0.3874 - accuracy: 0.8403
Epoch 298/500
450/450 [==============================] - 0s 803us/step - loss: 0.3874 - accuracy: 0.8406
Epoch 299/500
450/450 [==============================] - 0s 795us/step - loss: 0.3877 - accuracy: 0.8392
Epoch 300/500
450/450 [==============================] - 0s 811us/step - loss: 0.3879 - accuracy: 0.8403
Epoch 301/500
450/450 [==============================] - 0s 824us/step - loss: 0.3878 - accuracy: 0.8407
Epoch 302/500
450/450 [==============================] - 0s 823us/step - loss: 0.3880 - accuracy: 0.84100s - loss: 0.3879 - accuracy: 0.84
Epoch 303/500
450/450 [==============================] - 0s 810us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 304/500
450/450 [==============================] - 0s 821us/step - loss: 0.3879 - accuracy: 0.8422
Epoch 305/500
450/450 [==============================] - 0s 791us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 306/500
450/450 [==============================] - 0s 821us/step - loss: 0.3873 - accuracy: 0.8403
Epoch 307/500
450/450 [==============================] - 0s 802us/step - loss: 0.3872 - accuracy: 0.8403
Epoch 308/500
450/450 [==============================] - 0s 822us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 309/500
450/450 [==============================] - 0s 819us/step - loss: 0.3876 - accuracy: 0.8407
Epoch 310/500
450/450 [==============================] - 0s 801us/step - loss: 0.3874 - accuracy: 0.8418
Epoch 311/500
450/450 [==============================] - 0s 820us/step - loss: 0.3880 - accuracy: 0.8421
Epoch 312/500
450/450 [==============================] - 0s 793us/step - loss: 0.3876 - accuracy: 0.8433
Epoch 313/500
450/450 [==============================] - 0s 795us/step - loss: 0.3873 - accuracy: 0.8419
Epoch 314/500
450/450 [==============================] - 0s 810us/step - loss: 0.3880 - accuracy: 0.8419
Epoch 315/500
450/450 [==============================] - 0s 812us/step - loss: 0.3871 - accuracy: 0.8403
Epoch 316/500
450/450 [==============================] - 0s 805us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 317/500
450/450 [==============================] - 0s 824us/step - loss: 0.3879 - accuracy: 0.8415
Epoch 318/500
450/450 [==============================] - 0s 800us/step - loss: 0.3878 - accuracy: 0.8396
Epoch 319/500
450/450 [==============================] - 0s 813us/step - loss: 0.3876 - accuracy: 0.8407
Epoch 320/500
450/450 [==============================] - 0s 806us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 321/500
450/450 [==============================] - 0s 797us/step - loss: 0.3875 - accuracy: 0.8408
Epoch 322/500
450/450 [==============================] - 0s 813us/step - loss: 0.3877 - accuracy: 0.8401
Epoch 323/500
450/450 [==============================] - 0s 810us/step - loss: 0.3878 - accuracy: 0.8415
Epoch 324/500
450/450 [==============================] - 0s 795us/step - loss: 0.3875 - accuracy: 0.8429
Epoch 325/500
450/450 [==============================] - 0s 815us/step - loss: 0.3873 - accuracy: 0.8432
Epoch 326/500
450/450 [==============================] - 0s 802us/step - loss: 0.3874 - accuracy: 0.8426
Epoch 327/500
450/450 [==============================] - 0s 803us/step - loss: 0.3880 - accuracy: 0.8414
Epoch 328/500
450/450 [==============================] - 0s 816us/step - loss: 0.3871 - accuracy: 0.8406
Epoch 329/500
450/450 [==============================] - 0s 811us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 330/500
450/450 [==============================] - 0s 816us/step - loss: 0.3874 - accuracy: 0.8422
Epoch 331/500
450/450 [==============================] - 0s 815us/step - loss: 0.3872 - accuracy: 0.8396
Epoch 332/500
450/450 [==============================] - 0s 800us/step - loss: 0.3875 - accuracy: 0.8401
Epoch 333/500
450/450 [==============================] - 0s 812us/step - loss: 0.3867 - accuracy: 0.8424
Epoch 334/500
450/450 [==============================] - 0s 819us/step - loss: 0.3872 - accuracy: 0.8415
Epoch 335/500
450/450 [==============================] - 0s 798us/step - loss: 0.3872 - accuracy: 0.8432
Epoch 336/500
450/450 [==============================] - 0s 840us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 337/500
450/450 [==============================] - 0s 798us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 338/500
450/450 [==============================] - 0s 804us/step - loss: 0.3871 - accuracy: 0.8419
Epoch 339/500
450/450 [==============================] - 0s 807us/step - loss: 0.3873 - accuracy: 0.8431
Epoch 340/500
450/450 [==============================] - 0s 796us/step - loss: 0.3874 - accuracy: 0.8436
Epoch 341/500
450/450 [==============================] - 0s 811us/step - loss: 0.3875 - accuracy: 0.8432
Epoch 342/500
450/450 [==============================] - 0s 812us/step - loss: 0.3877 - accuracy: 0.8410
Epoch 343/500
450/450 [==============================] - 0s 794us/step - loss: 0.3870 - accuracy: 0.8419
Epoch 344/500
450/450 [==============================] - 0s 811us/step - loss: 0.3873 - accuracy: 0.8431
Epoch 345/500
450/450 [==============================] - 0s 817us/step - loss: 0.3870 - accuracy: 0.8433
Epoch 346/500
450/450 [==============================] - 0s 817us/step - loss: 0.3876 - accuracy: 0.8429
Epoch 347/500
450/450 [==============================] - 0s 819us/step - loss: 0.3871 - accuracy: 0.8432
Epoch 348/500
450/450 [==============================] - 0s 801us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 349/500
450/450 [==============================] - 0s 809us/step - loss: 0.3873 - accuracy: 0.8432
Epoch 350/500
450/450 [==============================] - 0s 811us/step - loss: 0.3872 - accuracy: 0.8419
Epoch 351/500
450/450 [==============================] - 0s 818us/step - loss: 0.3872 - accuracy: 0.8424
Epoch 352/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8411
Epoch 353/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3873 - accuracy: 0.8443
Epoch 354/500
450/450 [==============================] - 0s 816us/step - loss: 0.3872 - accuracy: 0.84280s - loss: 0.3859 - accuracy:
Epoch 355/500
450/450 [==============================] - 0s 822us/step - loss: 0.3870 - accuracy: 0.8425
Epoch 356/500
450/450 [==============================] - 0s 806us/step - loss: 0.3870 - accuracy: 0.8421
Epoch 357/500
450/450 [==============================] - 0s 886us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 358/500
450/450 [==============================] - 0s 810us/step - loss: 0.3866 - accuracy: 0.8436
Epoch 359/500
450/450 [==============================] - 0s 806us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 360/500
450/450 [==============================] - 0s 807us/step - loss: 0.3870 - accuracy: 0.8433
Epoch 361/500
450/450 [==============================] - 0s 802us/step - loss: 0.3870 - accuracy: 0.8421
Epoch 362/500
450/450 [==============================] - 0s 806us/step - loss: 0.3865 - accuracy: 0.8418
Epoch 363/500
450/450 [==============================] - 0s 800us/step - loss: 0.3870 - accuracy: 0.8435
Epoch 364/500
450/450 [==============================] - 0s 800us/step - loss: 0.3870 - accuracy: 0.8442
Epoch 365/500
450/450 [==============================] - 0s 808us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 366/500
450/450 [==============================] - 0s 968us/step - loss: 0.3865 - accuracy: 0.8438
Epoch 367/500
450/450 [==============================] - 0s 804us/step - loss: 0.3870 - accuracy: 0.8426
Epoch 368/500
450/450 [==============================] - 0s 811us/step - loss: 0.3865 - accuracy: 0.8422
Epoch 369/500
450/450 [==============================] - 0s 811us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 370/500
450/450 [==============================] - 0s 816us/step - loss: 0.3864 - accuracy: 0.8426
Epoch 371/500
450/450 [==============================] - 0s 803us/step - loss: 0.3867 - accuracy: 0.8442
Epoch 372/500
450/450 [==============================] - 0s 818us/step - loss: 0.3869 - accuracy: 0.8451
Epoch 373/500
450/450 [==============================] - 0s 807us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 374/500
450/450 [==============================] - 0s 801us/step - loss: 0.3870 - accuracy: 0.8428
Epoch 375/500
450/450 [==============================] - 0s 808us/step - loss: 0.3873 - accuracy: 0.8432
Epoch 376/500
450/450 [==============================] - 0s 814us/step - loss: 0.3873 - accuracy: 0.8431
Epoch 377/500
450/450 [==============================] - 0s 798us/step - loss: 0.3864 - accuracy: 0.8429
Epoch 378/500
450/450 [==============================] - 0s 809us/step - loss: 0.3862 - accuracy: 0.8432
Epoch 379/500
450/450 [==============================] - 0s 809us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 380/500
450/450 [==============================] - 0s 807us/step - loss: 0.3862 - accuracy: 0.8435
Epoch 381/500
450/450 [==============================] - 0s 815us/step - loss: 0.3870 - accuracy: 0.8425
Epoch 382/500
450/450 [==============================] - 0s 822us/step - loss: 0.3866 - accuracy: 0.8421
Epoch 383/500
450/450 [==============================] - 0s 798us/step - loss: 0.3865 - accuracy: 0.8417
Epoch 384/500
450/450 [==============================] - 0s 816us/step - loss: 0.3868 - accuracy: 0.8433
Epoch 385/500
450/450 [==============================] - 0s 792us/step - loss: 0.3866 - accuracy: 0.8435
Epoch 386/500
450/450 [==============================] - 0s 857us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 387/500
450/450 [==============================] - 0s 816us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 388/500
450/450 [==============================] - 0s 801us/step - loss: 0.3869 - accuracy: 0.8418
Epoch 389/500
450/450 [==============================] - 0s 801us/step - loss: 0.3873 - accuracy: 0.8422
Epoch 390/500
450/450 [==============================] - 0s 822us/step - loss: 0.3867 - accuracy: 0.8431
Epoch 391/500
450/450 [==============================] - 0s 795us/step - loss: 0.3866 - accuracy: 0.8425
Epoch 392/500
450/450 [==============================] - 0s 818us/step - loss: 0.3870 - accuracy: 0.8425
Epoch 393/500
450/450 [==============================] - 0s 796us/step - loss: 0.3861 - accuracy: 0.8415
Epoch 394/500
450/450 [==============================] - 0s 811us/step - loss: 0.3863 - accuracy: 0.8419
Epoch 395/500
450/450 [==============================] - 0s 796us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 396/500
450/450 [==============================] - 0s 800us/step - loss: 0.3867 - accuracy: 0.8435
Epoch 397/500
450/450 [==============================] - 0s 807us/step - loss: 0.3864 - accuracy: 0.8436
Epoch 398/500
450/450 [==============================] - 0s 816us/step - loss: 0.3869 - accuracy: 0.8447
Epoch 399/500
450/450 [==============================] - 0s 799us/step - loss: 0.3863 - accuracy: 0.8438
Epoch 400/500
450/450 [==============================] - 0s 802us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 401/500
450/450 [==============================] - 0s 813us/step - loss: 0.3870 - accuracy: 0.8428
Epoch 402/500
450/450 [==============================] - 0s 800us/step - loss: 0.3868 - accuracy: 0.8418
Epoch 403/500
450/450 [==============================] - 0s 804us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 404/500
450/450 [==============================] - 0s 814us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 405/500
450/450 [==============================] - 0s 809us/step - loss: 0.3866 - accuracy: 0.8425
Epoch 406/500
450/450 [==============================] - 0s 817us/step - loss: 0.3860 - accuracy: 0.8424
Epoch 407/500
450/450 [==============================] - 0s 800us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 408/500
450/450 [==============================] - 0s 813us/step - loss: 0.3863 - accuracy: 0.8411
Epoch 409/500
450/450 [==============================] - 0s 814us/step - loss: 0.3864 - accuracy: 0.8429
Epoch 410/500
450/450 [==============================] - 0s 812us/step - loss: 0.3860 - accuracy: 0.8432
Epoch 411/500
450/450 [==============================] - 0s 810us/step - loss: 0.3861 - accuracy: 0.8429
Epoch 412/500
450/450 [==============================] - 0s 809us/step - loss: 0.3860 - accuracy: 0.8417
Epoch 413/500
450/450 [==============================] - 0s 797us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 414/500
450/450 [==============================] - 0s 799us/step - loss: 0.3862 - accuracy: 0.8435
Epoch 415/500
450/450 [==============================] - 0s 804us/step - loss: 0.3864 - accuracy: 0.8424
Epoch 416/500
450/450 [==============================] - 0s 958us/step - loss: 0.3871 - accuracy: 0.8424
Epoch 417/500
450/450 [==============================] - 0s 859us/step - loss: 0.3866 - accuracy: 0.8424
Epoch 418/500
450/450 [==============================] - 0s 862us/step - loss: 0.3869 - accuracy: 0.8424
Epoch 419/500
450/450 [==============================] - 0s 809us/step - loss: 0.3871 - accuracy: 0.8422
Epoch 420/500
450/450 [==============================] - 0s 824us/step - loss: 0.3863 - accuracy: 0.8418
Epoch 421/500
450/450 [==============================] - 0s 811us/step - loss: 0.3869 - accuracy: 0.8425
Epoch 422/500
450/450 [==============================] - 0s 803us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 423/500
450/450 [==============================] - 0s 809us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 424/500
450/450 [==============================] - 0s 883us/step - loss: 0.3866 - accuracy: 0.8425
Epoch 425/500
450/450 [==============================] - 0s 886us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 426/500
450/450 [==============================] - 0s 839us/step - loss: 0.3863 - accuracy: 0.8422
Epoch 427/500
450/450 [==============================] - 0s 803us/step - loss: 0.3867 - accuracy: 0.8426
Epoch 428/500
450/450 [==============================] - 0s 810us/step - loss: 0.3868 - accuracy: 0.8426
Epoch 429/500
450/450 [==============================] - 0s 813us/step - loss: 0.3870 - accuracy: 0.8428
Epoch 430/500
450/450 [==============================] - 0s 818us/step - loss: 0.3871 - accuracy: 0.8418
Epoch 431/500
450/450 [==============================] - 0s 794us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 432/500
450/450 [==============================] - 0s 811us/step - loss: 0.3871 - accuracy: 0.8424
Epoch 433/500
450/450 [==============================] - 0s 861us/step - loss: 0.3865 - accuracy: 0.8424
Epoch 434/500
450/450 [==============================] - 0s 795us/step - loss: 0.3864 - accuracy: 0.8426
Epoch 435/500
450/450 [==============================] - 0s 811us/step - loss: 0.3866 - accuracy: 0.8421
Epoch 436/500
450/450 [==============================] - 0s 820us/step - loss: 0.3862 - accuracy: 0.8425
Epoch 437/500
450/450 [==============================] - 0s 797us/step - loss: 0.3870 - accuracy: 0.8439
Epoch 438/500
450/450 [==============================] - 0s 811us/step - loss: 0.3864 - accuracy: 0.8439
Epoch 439/500
450/450 [==============================] - 0s 792us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 440/500
450/450 [==============================] - 0s 810us/step - loss: 0.3870 - accuracy: 0.8428
Epoch 441/500
450/450 [==============================] - 0s 798us/step - loss: 0.3871 - accuracy: 0.8426
Epoch 442/500
450/450 [==============================] - 0s 795us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 443/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3870 - accuracy: 0.8415
Epoch 444/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3868 - accuracy: 0.8438
Epoch 445/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3871 - accuracy: 0.8414
Epoch 446/500
450/450 [==============================] - 0s 933us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 447/500
450/450 [==============================] - 0s 936us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 448/500
450/450 [==============================] - 0s 861us/step - loss: 0.3863 - accuracy: 0.8419
Epoch 449/500
450/450 [==============================] - 0s 914us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 450/500
450/450 [==============================] - 0s 858us/step - loss: 0.3867 - accuracy: 0.8429
Epoch 451/500
450/450 [==============================] - 0s 865us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 452/500
450/450 [==============================] - 0s 907us/step - loss: 0.3855 - accuracy: 0.8424
Epoch 453/500
450/450 [==============================] - 0s 841us/step - loss: 0.3860 - accuracy: 0.8439
Epoch 454/500
450/450 [==============================] - 0s 837us/step - loss: 0.3866 - accuracy: 0.8429
Epoch 455/500
450/450 [==============================] - 0s 820us/step - loss: 0.3864 - accuracy: 0.8418
Epoch 456/500
450/450 [==============================] - 0s 798us/step - loss: 0.3870 - accuracy: 0.8425
Epoch 457/500
450/450 [==============================] - 0s 853us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 458/500
450/450 [==============================] - 0s 919us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 459/500
450/450 [==============================] - 0s 882us/step - loss: 0.3866 - accuracy: 0.8418
Epoch 460/500
450/450 [==============================] - 0s 862us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 461/500
450/450 [==============================] - 0s 818us/step - loss: 0.3863 - accuracy: 0.8426
Epoch 462/500
450/450 [==============================] - 0s 808us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 463/500
450/450 [==============================] - 0s 810us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 464/500
450/450 [==============================] - 0s 795us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 465/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3866 - accuracy: 0.8415
Epoch 466/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3869 - accuracy: 0.8415
Epoch 467/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8411
Epoch 468/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8438
Epoch 469/500
450/450 [==============================] - 0s 864us/step - loss: 0.3865 - accuracy: 0.8419
Epoch 470/500
450/450 [==============================] - 0s 875us/step - loss: 0.3862 - accuracy: 0.8418
Epoch 471/500
450/450 [==============================] - 0s 883us/step - loss: 0.3863 - accuracy: 0.8432
Epoch 472/500
450/450 [==============================] - 0s 827us/step - loss: 0.3860 - accuracy: 0.8446
Epoch 473/500
450/450 [==============================] - 0s 805us/step - loss: 0.3862 - accuracy: 0.8414
Epoch 474/500
450/450 [==============================] - 0s 806us/step - loss: 0.3869 - accuracy: 0.8415
Epoch 475/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3863 - accuracy: 0.8418
Epoch 476/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8418
Epoch 477/500
450/450 [==============================] - 0s 808us/step - loss: 0.3865 - accuracy: 0.8421
Epoch 478/500
450/450 [==============================] - 0s 803us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 479/500
450/450 [==============================] - 0s 811us/step - loss: 0.3864 - accuracy: 0.8426
Epoch 480/500
450/450 [==============================] - 0s 807us/step - loss: 0.3865 - accuracy: 0.8429
Epoch 481/500
450/450 [==============================] - 0s 793us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 482/500
450/450 [==============================] - 0s 807us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 483/500
450/450 [==============================] - 0s 810us/step - loss: 0.3867 - accuracy: 0.8440
Epoch 484/500
450/450 [==============================] - 0s 800us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 485/500
450/450 [==============================] - 0s 812us/step - loss: 0.3861 - accuracy: 0.8417
Epoch 486/500
450/450 [==============================] - 0s 810us/step - loss: 0.3868 - accuracy: 0.8432
Epoch 487/500
450/450 [==============================] - 0s 801us/step - loss: 0.3863 - accuracy: 0.8421
Epoch 488/500
450/450 [==============================] - 0s 812us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 489/500
450/450 [==============================] - 0s 795us/step - loss: 0.3866 - accuracy: 0.8433
Epoch 490/500
450/450 [==============================] - 0s 805us/step - loss: 0.3868 - accuracy: 0.8400
Epoch 491/500
450/450 [==============================] - 0s 823us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 492/500
450/450 [==============================] - 0s 787us/step - loss: 0.3866 - accuracy: 0.8429
Epoch 493/500
450/450 [==============================] - 0s 805us/step - loss: 0.3862 - accuracy: 0.8425
Epoch 494/500
450/450 [==============================] - 0s 805us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 495/500
450/450 [==============================] - 0s 802us/step - loss: 0.3859 - accuracy: 0.8414
Epoch 496/500
450/450 [==============================] - 0s 807us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 497/500
450/450 [==============================] - 0s 801us/step - loss: 0.3864 - accuracy: 0.8424
Epoch 498/500
450/450 [==============================] - 0s 802us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 499/500
450/450 [==============================] - 0s 801us/step - loss: 0.3867 - accuracy: 0.8440
Epoch 500/500
450/450 [==============================] - 0s 793us/step - loss: 0.3862 - accuracy: 0.8418
Epoch 1/500
450/450 [==============================] - 0s 760us/step - loss: 0.5870 - accuracy: 0.7962
Epoch 2/500
450/450 [==============================] - 0s 755us/step - loss: 0.5186 - accuracy: 0.7962
Epoch 3/500
450/450 [==============================] - 0s 776us/step - loss: 0.5081 - accuracy: 0.7962
Epoch 4/500
450/450 [==============================] - 0s 779us/step - loss: 0.5062 - accuracy: 0.7962
Epoch 5/500
450/450 [==============================] - 0s 755us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 6/500
450/450 [==============================] - 0s 772us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 7/500
450/450 [==============================] - 0s 777us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 8/500
450/450 [==============================] - 0s 778us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 9/500
450/450 [==============================] - 0s 802us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 10/500
450/450 [==============================] - 0s 751us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 11/500
450/450 [==============================] - 0s 770us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 12/500
450/450 [==============================] - 0s 761us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 13/500
450/450 [==============================] - 0s 770us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 14/500
450/450 [==============================] - 0s 765us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 15/500
450/450 [==============================] - 0s 887us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 16/500
450/450 [==============================] - 0s 726us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 17/500
450/450 [==============================] - 0s 734us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 18/500
450/450 [==============================] - 0s 729us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 19/500
450/450 [==============================] - 0s 721us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 20/500
450/450 [==============================] - 0s 732us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 21/500
450/450 [==============================] - 0s 726us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 22/500
450/450 [==============================] - 0s 715us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 23/500
450/450 [==============================] - 0s 736us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 24/500
450/450 [==============================] - 0s 731us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 25/500
450/450 [==============================] - 0s 714us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 26/500
450/450 [==============================] - 0s 727us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 27/500
450/450 [==============================] - 0s 739us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 28/500
450/450 [==============================] - 0s 738us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 29/500
450/450 [==============================] - 0s 728us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 30/500
450/450 [==============================] - 0s 740us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 31/500
450/450 [==============================] - 0s 731us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 32/500
450/450 [==============================] - 0s 730us/step - loss: 0.5048 - accuracy: 0.7962
Epoch 33/500
450/450 [==============================] - 0s 767us/step - loss: 0.5045 - accuracy: 0.7962
Epoch 34/500
450/450 [==============================] - 0s 744us/step - loss: 0.5042 - accuracy: 0.7962
Epoch 35/500
450/450 [==============================] - 0s 762us/step - loss: 0.5037 - accuracy: 0.7962
Epoch 36/500
450/450 [==============================] - 0s 760us/step - loss: 0.5029 - accuracy: 0.7962
Epoch 37/500
450/450 [==============================] - 0s 754us/step - loss: 0.5018 - accuracy: 0.7962
Epoch 38/500
450/450 [==============================] - 0s 765us/step - loss: 0.5001 - accuracy: 0.7962
Epoch 39/500
450/450 [==============================] - 0s 771us/step - loss: 0.4976 - accuracy: 0.7962
Epoch 40/500
450/450 [==============================] - 0s 757us/step - loss: 0.4937 - accuracy: 0.7962
Epoch 41/500
450/450 [==============================] - 0s 773us/step - loss: 0.4879 - accuracy: 0.7962
Epoch 42/500
450/450 [==============================] - 0s 779us/step - loss: 0.4797 - accuracy: 0.7962
Epoch 43/500
450/450 [==============================] - 0s 772us/step - loss: 0.4697 - accuracy: 0.7962
Epoch 44/500
450/450 [==============================] - 0s 833us/step - loss: 0.4594 - accuracy: 0.7962
Epoch 45/500
450/450 [==============================] - 0s 755us/step - loss: 0.4508 - accuracy: 0.7962
Epoch 46/500
450/450 [==============================] - 0s 762us/step - loss: 0.4444 - accuracy: 0.7962
Epoch 47/500
450/450 [==============================] - 0s 772us/step - loss: 0.4400 - accuracy: 0.7962
Epoch 48/500
450/450 [==============================] - 0s 771us/step - loss: 0.4370 - accuracy: 0.7962
Epoch 49/500
450/450 [==============================] - 0s 758us/step - loss: 0.4350 - accuracy: 0.7962
Epoch 50/500
450/450 [==============================] - 0s 777us/step - loss: 0.4336 - accuracy: 0.7962
Epoch 51/500
450/450 [==============================] - 0s 763us/step - loss: 0.4326 - accuracy: 0.7962
Epoch 52/500
450/450 [==============================] - 0s 780us/step - loss: 0.4319 - accuracy: 0.7962
Epoch 53/500
450/450 [==============================] - 0s 758us/step - loss: 0.4312 - accuracy: 0.7962
Epoch 54/500
450/450 [==============================] - 0s 753us/step - loss: 0.4306 - accuracy: 0.7962
Epoch 55/500
450/450 [==============================] - 0s 769us/step - loss: 0.4302 - accuracy: 0.7962
Epoch 56/500
450/450 [==============================] - 0s 751us/step - loss: 0.4299 - accuracy: 0.7962
Epoch 57/500
450/450 [==============================] - 0s 771us/step - loss: 0.4294 - accuracy: 0.7962
Epoch 58/500
450/450 [==============================] - 0s 767us/step - loss: 0.4292 - accuracy: 0.7962
Epoch 59/500
450/450 [==============================] - 0s 772us/step - loss: 0.4289 - accuracy: 0.7962
Epoch 60/500
450/450 [==============================] - 0s 752us/step - loss: 0.4286 - accuracy: 0.7962
Epoch 61/500
450/450 [==============================] - 0s 764us/step - loss: 0.4283 - accuracy: 0.7962
Epoch 62/500
450/450 [==============================] - 0s 766us/step - loss: 0.4280 - accuracy: 0.7962
Epoch 63/500
450/450 [==============================] - 0s 996us/step - loss: 0.4274 - accuracy: 0.7962
Epoch 64/500
450/450 [==============================] - 0s 747us/step - loss: 0.4272 - accuracy: 0.7962
Epoch 65/500
450/450 [==============================] - 0s 729us/step - loss: 0.4266 - accuracy: 0.7962
Epoch 66/500
450/450 [==============================] - 0s 738us/step - loss: 0.4259 - accuracy: 0.7962
Epoch 67/500
450/450 [==============================] - 0s 738us/step - loss: 0.4259 - accuracy: 0.7962
Epoch 68/500
450/450 [==============================] - 0s 722us/step - loss: 0.4253 - accuracy: 0.7962
Epoch 69/500
450/450 [==============================] - 0s 719us/step - loss: 0.4247 - accuracy: 0.7962
Epoch 70/500
450/450 [==============================] - 0s 738us/step - loss: 0.4243 - accuracy: 0.7962
Epoch 71/500
450/450 [==============================] - 0s 745us/step - loss: 0.4235 - accuracy: 0.7962
Epoch 72/500
450/450 [==============================] - 0s 714us/step - loss: 0.4229 - accuracy: 0.7961
Epoch 73/500
450/450 [==============================] - 0s 729us/step - loss: 0.4223 - accuracy: 0.7962
Epoch 74/500
450/450 [==============================] - 0s 726us/step - loss: 0.4215 - accuracy: 0.7962
Epoch 75/500
450/450 [==============================] - 0s 719us/step - loss: 0.4204 - accuracy: 0.7921
Epoch 76/500
450/450 [==============================] - 0s 725us/step - loss: 0.4197 - accuracy: 0.7928
Epoch 77/500
450/450 [==============================] - 0s 719us/step - loss: 0.4183 - accuracy: 0.7926
Epoch 78/500
450/450 [==============================] - 0s 720us/step - loss: 0.4172 - accuracy: 0.7922
Epoch 79/500
450/450 [==============================] - 0s 732us/step - loss: 0.4155 - accuracy: 0.7957
Epoch 80/500
450/450 [==============================] - 0s 716us/step - loss: 0.4144 - accuracy: 0.7954
Epoch 81/500
450/450 [==============================] - 0s 716us/step - loss: 0.4128 - accuracy: 0.7957
Epoch 82/500
450/450 [==============================] - 0s 725us/step - loss: 0.4114 - accuracy: 0.7954
Epoch 83/500
450/450 [==============================] - 0s 725us/step - loss: 0.4096 - accuracy: 0.7982
Epoch 84/500
450/450 [==============================] - 0s 721us/step - loss: 0.4075 - accuracy: 0.7987
Epoch 85/500
450/450 [==============================] - 0s 753us/step - loss: 0.4049 - accuracy: 0.8006
Epoch 86/500
450/450 [==============================] - 0s 729us/step - loss: 0.4019 - accuracy: 0.8026
Epoch 87/500
450/450 [==============================] - 0s 719us/step - loss: 0.3998 - accuracy: 0.8043
Epoch 88/500
450/450 [==============================] - 0s 728us/step - loss: 0.3964 - accuracy: 0.8067
Epoch 89/500
450/450 [==============================] - 0s 733us/step - loss: 0.3937 - accuracy: 0.8138
Epoch 90/500
450/450 [==============================] - 0s 715us/step - loss: 0.3896 - accuracy: 0.8221
Epoch 91/500
450/450 [==============================] - 0s 722us/step - loss: 0.3865 - accuracy: 0.8272
Epoch 92/500
450/450 [==============================] - 0s 747us/step - loss: 0.3836 - accuracy: 0.8296
Epoch 93/500
450/450 [==============================] - 0s 724us/step - loss: 0.3810 - accuracy: 0.8386
Epoch 94/500
450/450 [==============================] - 0s 724us/step - loss: 0.3783 - accuracy: 0.8406
Epoch 95/500
450/450 [==============================] - 0s 740us/step - loss: 0.3754 - accuracy: 0.8478
Epoch 96/500
450/450 [==============================] - 0s 726us/step - loss: 0.3727 - accuracy: 0.8517
Epoch 97/500
450/450 [==============================] - 0s 728us/step - loss: 0.3697 - accuracy: 0.8533
Epoch 98/500
450/450 [==============================] - 0s 741us/step - loss: 0.3675 - accuracy: 0.8562
Epoch 99/500
450/450 [==============================] - 0s 714us/step - loss: 0.3660 - accuracy: 0.8569
Epoch 100/500
450/450 [==============================] - 0s 730us/step - loss: 0.3640 - accuracy: 0.8567
Epoch 101/500
450/450 [==============================] - 0s 736us/step - loss: 0.3626 - accuracy: 0.8568
Epoch 102/500
450/450 [==============================] - 0s 734us/step - loss: 0.3611 - accuracy: 0.8581
Epoch 103/500
450/450 [==============================] - 0s 728us/step - loss: 0.3600 - accuracy: 0.8582
Epoch 104/500
450/450 [==============================] - 0s 725us/step - loss: 0.3593 - accuracy: 0.8571
Epoch 105/500
450/450 [==============================] - 0s 719us/step - loss: 0.3577 - accuracy: 0.8583
Epoch 106/500
450/450 [==============================] - 0s 729us/step - loss: 0.3573 - accuracy: 0.8583
Epoch 107/500
450/450 [==============================] - 0s 737us/step - loss: 0.3563 - accuracy: 0.8571
Epoch 108/500
450/450 [==============================] - 0s 739us/step - loss: 0.3561 - accuracy: 0.8586
Epoch 109/500
450/450 [==============================] - 0s 728us/step - loss: 0.3554 - accuracy: 0.8579
Epoch 110/500
450/450 [==============================] - 0s 737us/step - loss: 0.3546 - accuracy: 0.8587
Epoch 111/500
450/450 [==============================] - 0s 712us/step - loss: 0.3549 - accuracy: 0.8587
Epoch 112/500
450/450 [==============================] - 0s 726us/step - loss: 0.3537 - accuracy: 0.8594
Epoch 113/500
450/450 [==============================] - 0s 733us/step - loss: 0.3526 - accuracy: 0.8582
Epoch 114/500
450/450 [==============================] - 0s 716us/step - loss: 0.3526 - accuracy: 0.8594
Epoch 115/500
450/450 [==============================] - 0s 729us/step - loss: 0.3524 - accuracy: 0.8579
Epoch 116/500
450/450 [==============================] - 0s 742us/step - loss: 0.3518 - accuracy: 0.8592
Epoch 117/500
450/450 [==============================] - 0s 716us/step - loss: 0.3507 - accuracy: 0.8597
Epoch 118/500
450/450 [==============================] - 0s 724us/step - loss: 0.3504 - accuracy: 0.8596
Epoch 119/500
450/450 [==============================] - 0s 734us/step - loss: 0.3500 - accuracy: 0.8593
Epoch 120/500
450/450 [==============================] - 0s 879us/step - loss: 0.3502 - accuracy: 0.8593
Epoch 121/500
450/450 [==============================] - 0s 778us/step - loss: 0.3496 - accuracy: 0.8586
Epoch 122/500
450/450 [==============================] - 0s 734us/step - loss: 0.3489 - accuracy: 0.8592
Epoch 123/500
450/450 [==============================] - 0s 723us/step - loss: 0.3489 - accuracy: 0.8599
Epoch 124/500
450/450 [==============================] - 0s 728us/step - loss: 0.3478 - accuracy: 0.8586
Epoch 125/500
450/450 [==============================] - 0s 738us/step - loss: 0.3485 - accuracy: 0.8579
Epoch 126/500
450/450 [==============================] - 0s 723us/step - loss: 0.3479 - accuracy: 0.8578
Epoch 127/500
450/450 [==============================] - 0s 730us/step - loss: 0.3480 - accuracy: 0.8575
Epoch 128/500
450/450 [==============================] - 0s 738us/step - loss: 0.3470 - accuracy: 0.8599
Epoch 129/500
450/450 [==============================] - 0s 788us/step - loss: 0.3481 - accuracy: 0.8581
Epoch 130/500
450/450 [==============================] - 0s 940us/step - loss: 0.3472 - accuracy: 0.8585
Epoch 131/500
450/450 [==============================] - 0s 741us/step - loss: 0.3471 - accuracy: 0.8593
Epoch 132/500
450/450 [==============================] - 0s 734us/step - loss: 0.3470 - accuracy: 0.8594
Epoch 133/500
450/450 [==============================] - 0s 754us/step - loss: 0.3466 - accuracy: 0.8594
Epoch 134/500
450/450 [==============================] - 0s 735us/step - loss: 0.3471 - accuracy: 0.8600
Epoch 135/500
450/450 [==============================] - 0s 846us/step - loss: 0.3462 - accuracy: 0.8593
Epoch 136/500
450/450 [==============================] - 0s 915us/step - loss: 0.3456 - accuracy: 0.8574
Epoch 137/500
450/450 [==============================] - 0s 806us/step - loss: 0.3467 - accuracy: 0.8590
Epoch 138/500
450/450 [==============================] - 0s 815us/step - loss: 0.3460 - accuracy: 0.8611
Epoch 139/500
450/450 [==============================] - 0s 813us/step - loss: 0.3464 - accuracy: 0.8606
Epoch 140/500
450/450 [==============================] - 0s 795us/step - loss: 0.3460 - accuracy: 0.8600
Epoch 141/500
450/450 [==============================] - 0s 793us/step - loss: 0.3461 - accuracy: 0.8585
Epoch 142/500
450/450 [==============================] - 0s 728us/step - loss: 0.3456 - accuracy: 0.8601
Epoch 143/500
450/450 [==============================] - 0s 726us/step - loss: 0.3452 - accuracy: 0.8599
Epoch 144/500
450/450 [==============================] - 0s 833us/step - loss: 0.3461 - accuracy: 0.8585
Epoch 145/500
450/450 [==============================] - 0s 741us/step - loss: 0.3456 - accuracy: 0.8593
Epoch 146/500
450/450 [==============================] - 0s 726us/step - loss: 0.3450 - accuracy: 0.8581
Epoch 147/500
450/450 [==============================] - 0s 746us/step - loss: 0.3457 - accuracy: 0.8590
Epoch 148/500
450/450 [==============================] - 0s 722us/step - loss: 0.3456 - accuracy: 0.8597
Epoch 149/500
450/450 [==============================] - 0s 725us/step - loss: 0.3455 - accuracy: 0.8592
Epoch 150/500
450/450 [==============================] - 0s 755us/step - loss: 0.3449 - accuracy: 0.8601
Epoch 151/500
450/450 [==============================] - 0s 737us/step - loss: 0.3450 - accuracy: 0.8586
Epoch 152/500
450/450 [==============================] - 0s 725us/step - loss: 0.3447 - accuracy: 0.8581
Epoch 153/500
450/450 [==============================] - 0s 732us/step - loss: 0.3450 - accuracy: 0.8587
Epoch 154/500
450/450 [==============================] - 0s 747us/step - loss: 0.3447 - accuracy: 0.8597
Epoch 155/500
450/450 [==============================] - 0s 722us/step - loss: 0.3446 - accuracy: 0.8603
Epoch 156/500
450/450 [==============================] - 0s 737us/step - loss: 0.3445 - accuracy: 0.8579
Epoch 157/500
450/450 [==============================] - 0s 739us/step - loss: 0.3445 - accuracy: 0.8606
Epoch 158/500
450/450 [==============================] - 0s 725us/step - loss: 0.3449 - accuracy: 0.8603
Epoch 159/500
450/450 [==============================] - 0s 741us/step - loss: 0.3446 - accuracy: 0.8603
Epoch 160/500
450/450 [==============================] - 0s 768us/step - loss: 0.3451 - accuracy: 0.8600
Epoch 161/500
450/450 [==============================] - 0s 723us/step - loss: 0.3447 - accuracy: 0.8611
Epoch 162/500
450/450 [==============================] - 0s 736us/step - loss: 0.3445 - accuracy: 0.8610
Epoch 163/500
450/450 [==============================] - 0s 725us/step - loss: 0.3442 - accuracy: 0.8611
Epoch 164/500
450/450 [==============================] - 0s 727us/step - loss: 0.3445 - accuracy: 0.8590
Epoch 165/500
450/450 [==============================] - 0s 733us/step - loss: 0.3444 - accuracy: 0.8589
Epoch 166/500
450/450 [==============================] - 0s 754us/step - loss: 0.3446 - accuracy: 0.8612
Epoch 167/500
450/450 [==============================] - 0s 723us/step - loss: 0.3448 - accuracy: 0.8600
Epoch 168/500
450/450 [==============================] - 0s 791us/step - loss: 0.3446 - accuracy: 0.8593
Epoch 169/500
450/450 [==============================] - 0s 900us/step - loss: 0.3441 - accuracy: 0.8600
Epoch 170/500
450/450 [==============================] - 0s 736us/step - loss: 0.3445 - accuracy: 0.8607
Epoch 171/500
450/450 [==============================] - 0s 733us/step - loss: 0.3440 - accuracy: 0.8582
Epoch 172/500
450/450 [==============================] - 0s 720us/step - loss: 0.3444 - accuracy: 0.8599
Epoch 173/500
450/450 [==============================] - 0s 738us/step - loss: 0.3438 - accuracy: 0.8604
Epoch 174/500
450/450 [==============================] - 0s 753us/step - loss: 0.3433 - accuracy: 0.8592
Epoch 175/500
450/450 [==============================] - 0s 718us/step - loss: 0.3450 - accuracy: 0.8589
Epoch 176/500
450/450 [==============================] - 0s 738us/step - loss: 0.3440 - accuracy: 0.8592
Epoch 177/500
450/450 [==============================] - 0s 744us/step - loss: 0.3445 - accuracy: 0.8597
Epoch 178/500
450/450 [==============================] - 0s 736us/step - loss: 0.3443 - accuracy: 0.8590
Epoch 179/500
450/450 [==============================] - 0s 735us/step - loss: 0.3441 - accuracy: 0.8604
Epoch 180/500
450/450 [==============================] - 0s 740us/step - loss: 0.3445 - accuracy: 0.8594
Epoch 181/500
450/450 [==============================] - 0s 721us/step - loss: 0.3438 - accuracy: 0.8599
Epoch 182/500
450/450 [==============================] - 0s 734us/step - loss: 0.3435 - accuracy: 0.8582
Epoch 183/500
450/450 [==============================] - 0s 745us/step - loss: 0.3441 - accuracy: 0.8615
Epoch 184/500
450/450 [==============================] - 0s 728us/step - loss: 0.3436 - accuracy: 0.8597
Epoch 185/500
450/450 [==============================] - 0s 741us/step - loss: 0.3443 - accuracy: 0.8593
Epoch 186/500
450/450 [==============================] - 0s 739us/step - loss: 0.3436 - accuracy: 0.8617
Epoch 187/500
450/450 [==============================] - 0s 719us/step - loss: 0.3440 - accuracy: 0.8597
Epoch 188/500
450/450 [==============================] - 0s 735us/step - loss: 0.3435 - accuracy: 0.8606
Epoch 189/500
450/450 [==============================] - 0s 738us/step - loss: 0.3439 - accuracy: 0.8604
Epoch 190/500
450/450 [==============================] - 0s 739us/step - loss: 0.3441 - accuracy: 0.8604
Epoch 191/500
450/450 [==============================] - 0s 741us/step - loss: 0.3436 - accuracy: 0.8596
Epoch 192/500
450/450 [==============================] - 0s 937us/step - loss: 0.3443 - accuracy: 0.86030s - loss: 0.3451 - accuracy
Epoch 193/500
450/450 [==============================] - 0s 791us/step - loss: 0.3442 - accuracy: 0.8590
Epoch 194/500
450/450 [==============================] - 0s 752us/step - loss: 0.3438 - accuracy: 0.8600
Epoch 195/500
450/450 [==============================] - 0s 733us/step - loss: 0.3438 - accuracy: 0.8593
Epoch 196/500
450/450 [==============================] - 0s 720us/step - loss: 0.3436 - accuracy: 0.8603
Epoch 197/500
450/450 [==============================] - 0s 734us/step - loss: 0.3437 - accuracy: 0.8600
Epoch 198/500
450/450 [==============================] - 0s 741us/step - loss: 0.3437 - accuracy: 0.86120s - loss: 0.3470 - accuracy: 0.86
Epoch 199/500
450/450 [==============================] - 0s 717us/step - loss: 0.3440 - accuracy: 0.8594
Epoch 200/500
450/450 [==============================] - 0s 731us/step - loss: 0.3434 - accuracy: 0.8610
Epoch 201/500
450/450 [==============================] - 0s 754us/step - loss: 0.3440 - accuracy: 0.8599
Epoch 202/500
450/450 [==============================] - 0s 722us/step - loss: 0.3434 - accuracy: 0.8612
Epoch 203/500
450/450 [==============================] - 0s 739us/step - loss: 0.3440 - accuracy: 0.8592
Epoch 204/500
450/450 [==============================] - 0s 746us/step - loss: 0.3438 - accuracy: 0.8590
Epoch 205/500
450/450 [==============================] - 0s 729us/step - loss: 0.3436 - accuracy: 0.8606
Epoch 206/500
450/450 [==============================] - 0s 733us/step - loss: 0.3431 - accuracy: 0.8610
Epoch 207/500
450/450 [==============================] - 0s 740us/step - loss: 0.3436 - accuracy: 0.8592
Epoch 208/500
450/450 [==============================] - 0s 745us/step - loss: 0.3437 - accuracy: 0.8614
Epoch 209/500
450/450 [==============================] - 0s 764us/step - loss: 0.3435 - accuracy: 0.8593
Epoch 210/500
450/450 [==============================] - 0s 744us/step - loss: 0.3439 - accuracy: 0.8601
Epoch 211/500
450/450 [==============================] - 0s 719us/step - loss: 0.3435 - accuracy: 0.8608
Epoch 212/500
450/450 [==============================] - 0s 746us/step - loss: 0.3433 - accuracy: 0.8582
Epoch 213/500
450/450 [==============================] - 0s 753us/step - loss: 0.3439 - accuracy: 0.8599
Epoch 214/500
450/450 [==============================] - 0s 722us/step - loss: 0.3437 - accuracy: 0.8601
Epoch 215/500
450/450 [==============================] - 0s 735us/step - loss: 0.3434 - accuracy: 0.8587
Epoch 216/500
450/450 [==============================] - 0s 730us/step - loss: 0.3432 - accuracy: 0.8593
Epoch 217/500
450/450 [==============================] - 0s 733us/step - loss: 0.3427 - accuracy: 0.8601
Epoch 218/500
450/450 [==============================] - 0s 739us/step - loss: 0.3436 - accuracy: 0.8610
Epoch 219/500
450/450 [==============================] - 0s 739us/step - loss: 0.3434 - accuracy: 0.8589
Epoch 220/500
450/450 [==============================] - 0s 738us/step - loss: 0.3436 - accuracy: 0.8608
Epoch 221/500
450/450 [==============================] - 0s 734us/step - loss: 0.3437 - accuracy: 0.8590
Epoch 222/500
450/450 [==============================] - 0s 744us/step - loss: 0.3436 - accuracy: 0.8593
Epoch 223/500
450/450 [==============================] - 0s 738us/step - loss: 0.3433 - accuracy: 0.8592
Epoch 224/500
450/450 [==============================] - 0s 743us/step - loss: 0.3437 - accuracy: 0.8611
Epoch 225/500
450/450 [==============================] - 0s 741us/step - loss: 0.3434 - accuracy: 0.8594
Epoch 226/500
450/450 [==============================] - 0s 720us/step - loss: 0.3433 - accuracy: 0.8599
Epoch 227/500
450/450 [==============================] - 0s 742us/step - loss: 0.3433 - accuracy: 0.8606
Epoch 228/500
450/450 [==============================] - 0s 747us/step - loss: 0.3436 - accuracy: 0.8594
Epoch 229/500
450/450 [==============================] - 0s 721us/step - loss: 0.3434 - accuracy: 0.8596
Epoch 230/500
450/450 [==============================] - 0s 747us/step - loss: 0.3435 - accuracy: 0.8601
Epoch 231/500
450/450 [==============================] - 0s 723us/step - loss: 0.3432 - accuracy: 0.8608
Epoch 232/500
450/450 [==============================] - 0s 723us/step - loss: 0.3433 - accuracy: 0.8603
Epoch 233/500
450/450 [==============================] - 0s 745us/step - loss: 0.3434 - accuracy: 0.8604
Epoch 234/500
450/450 [==============================] - 0s 735us/step - loss: 0.3430 - accuracy: 0.8625
Epoch 235/500
450/450 [==============================] - 0s 722us/step - loss: 0.3430 - accuracy: 0.8582
Epoch 236/500
450/450 [==============================] - 0s 737us/step - loss: 0.3436 - accuracy: 0.8601
Epoch 237/500
450/450 [==============================] - 0s 742us/step - loss: 0.3428 - accuracy: 0.8608
Epoch 238/500
450/450 [==============================] - 0s 720us/step - loss: 0.3437 - accuracy: 0.8606
Epoch 239/500
450/450 [==============================] - 0s 742us/step - loss: 0.3429 - accuracy: 0.8603
Epoch 240/500
450/450 [==============================] - 0s 741us/step - loss: 0.3432 - accuracy: 0.8590
Epoch 241/500
450/450 [==============================] - 0s 720us/step - loss: 0.3434 - accuracy: 0.8593
Epoch 242/500
450/450 [==============================] - 0s 740us/step - loss: 0.3427 - accuracy: 0.8593
Epoch 243/500
450/450 [==============================] - 0s 750us/step - loss: 0.3433 - accuracy: 0.8604
Epoch 244/500
450/450 [==============================] - 0s 726us/step - loss: 0.3433 - accuracy: 0.8618
Epoch 245/500
450/450 [==============================] - 0s 740us/step - loss: 0.3429 - accuracy: 0.8607
Epoch 246/500
450/450 [==============================] - 0s 744us/step - loss: 0.3430 - accuracy: 0.8592
Epoch 247/500
450/450 [==============================] - 0s 720us/step - loss: 0.3434 - accuracy: 0.8600
Epoch 248/500
450/450 [==============================] - 0s 733us/step - loss: 0.3427 - accuracy: 0.8600
Epoch 249/500
450/450 [==============================] - 0s 728us/step - loss: 0.3432 - accuracy: 0.8592
Epoch 250/500
450/450 [==============================] - 0s 742us/step - loss: 0.3431 - accuracy: 0.8606
Epoch 251/500
450/450 [==============================] - 0s 740us/step - loss: 0.3425 - accuracy: 0.8606
Epoch 252/500
450/450 [==============================] - 0s 747us/step - loss: 0.3430 - accuracy: 0.8608
Epoch 253/500
450/450 [==============================] - 0s 722us/step - loss: 0.3423 - accuracy: 0.8597
Epoch 254/500
450/450 [==============================] - 0s 731us/step - loss: 0.3428 - accuracy: 0.8600
Epoch 255/500
450/450 [==============================] - 0s 749us/step - loss: 0.3424 - accuracy: 0.8596
Epoch 256/500
450/450 [==============================] - 0s 718us/step - loss: 0.3425 - accuracy: 0.8587
Epoch 257/500
450/450 [==============================] - 0s 737us/step - loss: 0.3421 - accuracy: 0.8592
Epoch 258/500
450/450 [==============================] - 0s 742us/step - loss: 0.3424 - accuracy: 0.8593
Epoch 259/500
450/450 [==============================] - 0s 723us/step - loss: 0.3422 - accuracy: 0.8608
Epoch 260/500
450/450 [==============================] - 0s 737us/step - loss: 0.3418 - accuracy: 0.8594
Epoch 261/500
450/450 [==============================] - 0s 779us/step - loss: 0.3424 - accuracy: 0.8589
Epoch 262/500
450/450 [==============================] - 0s 724us/step - loss: 0.3417 - accuracy: 0.8594
Epoch 263/500
450/450 [==============================] - 0s 841us/step - loss: 0.3423 - accuracy: 0.8608
Epoch 264/500
450/450 [==============================] - 0s 749us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 265/500
450/450 [==============================] - 0s 725us/step - loss: 0.3419 - accuracy: 0.8600
Epoch 266/500
450/450 [==============================] - 0s 744us/step - loss: 0.3416 - accuracy: 0.8600
Epoch 267/500
450/450 [==============================] - 0s 737us/step - loss: 0.3417 - accuracy: 0.8601
Epoch 268/500
450/450 [==============================] - 0s 718us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 269/500
450/450 [==============================] - 0s 737us/step - loss: 0.3415 - accuracy: 0.8608
Epoch 270/500
450/450 [==============================] - 0s 732us/step - loss: 0.3416 - accuracy: 0.8599
Epoch 271/500
450/450 [==============================] - 0s 741us/step - loss: 0.3418 - accuracy: 0.8601
Epoch 272/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3419 - accuracy: 0.8587
Epoch 273/500
450/450 [==============================] - 0s 768us/step - loss: 0.3416 - accuracy: 0.8592
Epoch 274/500
450/450 [==============================] - 0s 799us/step - loss: 0.3418 - accuracy: 0.8603
Epoch 275/500
450/450 [==============================] - 0s 774us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 276/500
450/450 [==============================] - 0s 783us/step - loss: 0.3411 - accuracy: 0.8593
Epoch 277/500
450/450 [==============================] - 0s 919us/step - loss: 0.3418 - accuracy: 0.8610
Epoch 278/500
450/450 [==============================] - 0s 852us/step - loss: 0.3416 - accuracy: 0.8608
Epoch 279/500
450/450 [==============================] - 0s 733us/step - loss: 0.3412 - accuracy: 0.8592
Epoch 280/500
450/450 [==============================] - 0s 765us/step - loss: 0.3417 - accuracy: 0.8601
Epoch 281/500
450/450 [==============================] - 0s 767us/step - loss: 0.3407 - accuracy: 0.8615
Epoch 282/500
450/450 [==============================] - 0s 726us/step - loss: 0.3413 - accuracy: 0.8597
Epoch 283/500
450/450 [==============================] - 0s 762us/step - loss: 0.3414 - accuracy: 0.8593
Epoch 284/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3413 - accuracy: 0.8606
Epoch 285/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3412 - accuracy: 0.8594: 0s - loss: 0.3453 - accuracy
Epoch 286/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3416 - accuracy: 0.8597
Epoch 287/500
450/450 [==============================] - 0s 879us/step - loss: 0.3413 - accuracy: 0.8611
Epoch 288/500
450/450 [==============================] - 0s 799us/step - loss: 0.3414 - accuracy: 0.8594
Epoch 289/500
450/450 [==============================] - 0s 885us/step - loss: 0.3410 - accuracy: 0.8606
Epoch 290/500
450/450 [==============================] - 0s 830us/step - loss: 0.3410 - accuracy: 0.8618
Epoch 291/500
450/450 [==============================] - 0s 953us/step - loss: 0.3409 - accuracy: 0.8610
Epoch 292/500
450/450 [==============================] - 0s 795us/step - loss: 0.3413 - accuracy: 0.8606
Epoch 293/500
450/450 [==============================] - 0s 809us/step - loss: 0.3407 - accuracy: 0.8578
Epoch 294/500
450/450 [==============================] - 0s 851us/step - loss: 0.3410 - accuracy: 0.8593
Epoch 295/500
450/450 [==============================] - 0s 766us/step - loss: 0.3407 - accuracy: 0.8594
Epoch 296/500
450/450 [==============================] - 0s 730us/step - loss: 0.3404 - accuracy: 0.8601
Epoch 297/500
450/450 [==============================] - 0s 773us/step - loss: 0.3411 - accuracy: 0.8601
Epoch 298/500
450/450 [==============================] - 0s 728us/step - loss: 0.3406 - accuracy: 0.8619
Epoch 299/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8600
Epoch 300/500
450/450 [==============================] - 0s 910us/step - loss: 0.3410 - accuracy: 0.8608
Epoch 301/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8611
Epoch 302/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3404 - accuracy: 0.8608
Epoch 303/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3402 - accuracy: 0.8601
Epoch 304/500
450/450 [==============================] - 0s 779us/step - loss: 0.3399 - accuracy: 0.8603
Epoch 305/500
450/450 [==============================] - 0s 749us/step - loss: 0.3405 - accuracy: 0.8594
Epoch 306/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3404 - accuracy: 0.8601
Epoch 307/500
450/450 [==============================] - 0s 751us/step - loss: 0.3398 - accuracy: 0.8597
Epoch 308/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3401 - accuracy: 0.8597
Epoch 309/500
450/450 [==============================] - 0s 766us/step - loss: 0.3398 - accuracy: 0.8617
Epoch 310/500
450/450 [==============================] - 0s 747us/step - loss: 0.3400 - accuracy: 0.8601
Epoch 311/500
450/450 [==============================] - 0s 757us/step - loss: 0.3400 - accuracy: 0.8604
Epoch 312/500
450/450 [==============================] - 0s 753us/step - loss: 0.3393 - accuracy: 0.8592
Epoch 313/500
450/450 [==============================] - 0s 956us/step - loss: 0.3398 - accuracy: 0.8604
Epoch 314/500
450/450 [==============================] - 0s 817us/step - loss: 0.3400 - accuracy: 0.8590
Epoch 315/500
450/450 [==============================] - 0s 841us/step - loss: 0.3396 - accuracy: 0.8610
Epoch 316/500
450/450 [==============================] - 0s 810us/step - loss: 0.3398 - accuracy: 0.8597
Epoch 317/500
450/450 [==============================] - 0s 857us/step - loss: 0.3399 - accuracy: 0.8606
Epoch 318/500
450/450 [==============================] - 0s 844us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 319/500
450/450 [==============================] - 0s 882us/step - loss: 0.3396 - accuracy: 0.8596
Epoch 320/500
450/450 [==============================] - 0s 841us/step - loss: 0.3394 - accuracy: 0.8601
Epoch 321/500
450/450 [==============================] - 0s 749us/step - loss: 0.3390 - accuracy: 0.8589
Epoch 322/500
450/450 [==============================] - 0s 744us/step - loss: 0.3392 - accuracy: 0.8606
Epoch 323/500
450/450 [==============================] - 0s 730us/step - loss: 0.3389 - accuracy: 0.8607
Epoch 324/500
450/450 [==============================] - 0s 778us/step - loss: 0.3391 - accuracy: 0.8601
Epoch 325/500
450/450 [==============================] - 0s 818us/step - loss: 0.3392 - accuracy: 0.8597
Epoch 326/500
450/450 [==============================] - 0s 731us/step - loss: 0.3383 - accuracy: 0.8617
Epoch 327/500
450/450 [==============================] - 0s 731us/step - loss: 0.3388 - accuracy: 0.8625
Epoch 328/500
450/450 [==============================] - 0s 737us/step - loss: 0.3391 - accuracy: 0.8614
Epoch 329/500
450/450 [==============================] - 0s 747us/step - loss: 0.3381 - accuracy: 0.8625
Epoch 330/500
450/450 [==============================] - 0s 748us/step - loss: 0.3387 - accuracy: 0.8582
Epoch 331/500
450/450 [==============================] - 0s 780us/step - loss: 0.3377 - accuracy: 0.8593
Epoch 332/500
450/450 [==============================] - 0s 790us/step - loss: 0.3386 - accuracy: 0.8631
Epoch 333/500
450/450 [==============================] - 0s 828us/step - loss: 0.3384 - accuracy: 0.8603
Epoch 334/500
450/450 [==============================] - 0s 788us/step - loss: 0.3382 - accuracy: 0.8607
Epoch 335/500
450/450 [==============================] - 0s 750us/step - loss: 0.3384 - accuracy: 0.8614
Epoch 336/500
450/450 [==============================] - 0s 896us/step - loss: 0.3382 - accuracy: 0.8606
Epoch 337/500
450/450 [==============================] - 0s 766us/step - loss: 0.3381 - accuracy: 0.8615
Epoch 338/500
450/450 [==============================] - 0s 744us/step - loss: 0.3380 - accuracy: 0.8615
Epoch 339/500
450/450 [==============================] - 0s 755us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 340/500
450/450 [==============================] - 0s 760us/step - loss: 0.3384 - accuracy: 0.8614
Epoch 341/500
450/450 [==============================] - 0s 743us/step - loss: 0.3379 - accuracy: 0.8618
Epoch 342/500
450/450 [==============================] - 0s 774us/step - loss: 0.3377 - accuracy: 0.8610
Epoch 343/500
450/450 [==============================] - 0s 775us/step - loss: 0.3376 - accuracy: 0.8632
Epoch 344/500
450/450 [==============================] - 0s 886us/step - loss: 0.3371 - accuracy: 0.8633
Epoch 345/500
450/450 [==============================] - 0s 887us/step - loss: 0.3380 - accuracy: 0.8617
Epoch 346/500
450/450 [==============================] - 0s 805us/step - loss: 0.3378 - accuracy: 0.8612
Epoch 347/500
450/450 [==============================] - 0s 840us/step - loss: 0.3375 - accuracy: 0.8615
Epoch 348/500
450/450 [==============================] - 0s 977us/step - loss: 0.3369 - accuracy: 0.8635
Epoch 349/500
450/450 [==============================] - 0s 832us/step - loss: 0.3378 - accuracy: 0.8628
Epoch 350/500
450/450 [==============================] - 0s 823us/step - loss: 0.3375 - accuracy: 0.8629
Epoch 351/500
450/450 [==============================] - 0s 800us/step - loss: 0.3375 - accuracy: 0.8631
Epoch 352/500
450/450 [==============================] - 0s 807us/step - loss: 0.3370 - accuracy: 0.8621
Epoch 353/500
450/450 [==============================] - 0s 794us/step - loss: 0.3370 - accuracy: 0.8621
Epoch 354/500
450/450 [==============================] - 0s 803us/step - loss: 0.3369 - accuracy: 0.8636
Epoch 355/500
450/450 [==============================] - 0s 816us/step - loss: 0.3371 - accuracy: 0.8626
Epoch 356/500
450/450 [==============================] - 0s 792us/step - loss: 0.3372 - accuracy: 0.8631
Epoch 357/500
450/450 [==============================] - 0s 769us/step - loss: 0.3365 - accuracy: 0.8619
Epoch 358/500
450/450 [==============================] - 0s 807us/step - loss: 0.3373 - accuracy: 0.8636
Epoch 359/500
450/450 [==============================] - 0s 872us/step - loss: 0.3365 - accuracy: 0.8636
Epoch 360/500
450/450 [==============================] - 0s 828us/step - loss: 0.3370 - accuracy: 0.8633
Epoch 361/500
450/450 [==============================] - 0s 812us/step - loss: 0.3364 - accuracy: 0.8646
Epoch 362/500
450/450 [==============================] - 0s 771us/step - loss: 0.3367 - accuracy: 0.8626
Epoch 363/500
450/450 [==============================] - 0s 795us/step - loss: 0.3363 - accuracy: 0.8637
Epoch 364/500
450/450 [==============================] - 0s 808us/step - loss: 0.3359 - accuracy: 0.8643
Epoch 365/500
450/450 [==============================] - 0s 811us/step - loss: 0.3370 - accuracy: 0.8633
Epoch 366/500
450/450 [==============================] - 0s 776us/step - loss: 0.3364 - accuracy: 0.8632
Epoch 367/500
450/450 [==============================] - 0s 787us/step - loss: 0.3362 - accuracy: 0.8646
Epoch 368/500
450/450 [==============================] - 0s 810us/step - loss: 0.3367 - accuracy: 0.8626
Epoch 369/500
450/450 [==============================] - 0s 884us/step - loss: 0.3362 - accuracy: 0.8629
Epoch 370/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3368 - accuracy: 0.8633: 0s - loss: 0.3163 -
Epoch 371/500
450/450 [==============================] - 0s 800us/step - loss: 0.3366 - accuracy: 0.8633
Epoch 372/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3368 - accuracy: 0.8622
Epoch 373/500
450/450 [==============================] - 0s 964us/step - loss: 0.3364 - accuracy: 0.8631
Epoch 374/500
450/450 [==============================] - 0s 754us/step - loss: 0.3367 - accuracy: 0.8643
Epoch 375/500
450/450 [==============================] - 0s 860us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 376/500
450/450 [==============================] - 0s 882us/step - loss: 0.3363 - accuracy: 0.8625
Epoch 377/500
450/450 [==============================] - 0s 945us/step - loss: 0.3362 - accuracy: 0.8644
Epoch 378/500
450/450 [==============================] - 0s 854us/step - loss: 0.3361 - accuracy: 0.8636
Epoch 379/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3356 - accuracy: 0.8636
Epoch 380/500
450/450 [==============================] - 0s 857us/step - loss: 0.3361 - accuracy: 0.8650
Epoch 381/500
450/450 [==============================] - 0s 739us/step - loss: 0.3363 - accuracy: 0.8642
Epoch 382/500
450/450 [==============================] - 0s 771us/step - loss: 0.3358 - accuracy: 0.8617
Epoch 383/500
450/450 [==============================] - 0s 741us/step - loss: 0.3364 - accuracy: 0.8635
Epoch 384/500
450/450 [==============================] - 0s 811us/step - loss: 0.3365 - accuracy: 0.8646
Epoch 385/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8649
Epoch 386/500
450/450 [==============================] - 0s 837us/step - loss: 0.3361 - accuracy: 0.8640
Epoch 387/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8637
Epoch 388/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3360 - accuracy: 0.8657
Epoch 389/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3350 - accuracy: 0.8642
Epoch 390/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3355 - accuracy: 0.8629
Epoch 391/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3363 - accuracy: 0.8631
Epoch 392/500
450/450 [==============================] - 0s 808us/step - loss: 0.3364 - accuracy: 0.8636
Epoch 393/500
450/450 [==============================] - 0s 855us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 394/500
450/450 [==============================] - 0s 857us/step - loss: 0.3361 - accuracy: 0.8621
Epoch 395/500
450/450 [==============================] - 0s 844us/step - loss: 0.3356 - accuracy: 0.8625
Epoch 396/500
450/450 [==============================] - 0s 825us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 397/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3360 - accuracy: 0.8615
Epoch 398/500
450/450 [==============================] - 0s 865us/step - loss: 0.3360 - accuracy: 0.8635
Epoch 399/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3356 - accuracy: 0.8632
Epoch 400/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3359 - accuracy: 0.8619
Epoch 401/500
450/450 [==============================] - 0s 891us/step - loss: 0.3358 - accuracy: 0.8628
Epoch 402/500
450/450 [==============================] - 0s 877us/step - loss: 0.3357 - accuracy: 0.8647
Epoch 403/500
450/450 [==============================] - 0s 846us/step - loss: 0.3356 - accuracy: 0.8626
Epoch 404/500
450/450 [==============================] - 0s 937us/step - loss: 0.3356 - accuracy: 0.86240s - loss: 0.3355 - accuracy: 0.86
Epoch 405/500
450/450 [==============================] - 0s 829us/step - loss: 0.3351 - accuracy: 0.8644
Epoch 406/500
450/450 [==============================] - 0s 861us/step - loss: 0.3354 - accuracy: 0.8619
Epoch 407/500
450/450 [==============================] - 0s 828us/step - loss: 0.3362 - accuracy: 0.8612
Epoch 408/500
450/450 [==============================] - 0s 811us/step - loss: 0.3357 - accuracy: 0.8647
Epoch 409/500
450/450 [==============================] - 0s 874us/step - loss: 0.3355 - accuracy: 0.8635
Epoch 410/500
450/450 [==============================] - 0s 831us/step - loss: 0.3356 - accuracy: 0.8646
Epoch 411/500
450/450 [==============================] - 0s 844us/step - loss: 0.3354 - accuracy: 0.8635
Epoch 412/500
450/450 [==============================] - 0s 884us/step - loss: 0.3351 - accuracy: 0.8636
Epoch 413/500
450/450 [==============================] - 0s 836us/step - loss: 0.3356 - accuracy: 0.8629
Epoch 414/500
450/450 [==============================] - 0s 870us/step - loss: 0.3355 - accuracy: 0.8626
Epoch 415/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8626
Epoch 416/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3353 - accuracy: 0.8656
Epoch 417/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3350 - accuracy: 0.8661
Epoch 418/500
450/450 [==============================] - 0s 850us/step - loss: 0.3356 - accuracy: 0.8636
Epoch 419/500
450/450 [==============================] - 0s 871us/step - loss: 0.3355 - accuracy: 0.8636
Epoch 420/500
450/450 [==============================] - 0s 782us/step - loss: 0.3350 - accuracy: 0.8633
Epoch 421/500
450/450 [==============================] - 0s 910us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 422/500
450/450 [==============================] - 0s 878us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 423/500
450/450 [==============================] - 0s 886us/step - loss: 0.3351 - accuracy: 0.8622
Epoch 424/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3359 - accuracy: 0.8643
Epoch 425/500
450/450 [==============================] - 0s 994us/step - loss: 0.3354 - accuracy: 0.8631
Epoch 426/500
450/450 [==============================] - 0s 838us/step - loss: 0.3356 - accuracy: 0.8637
Epoch 427/500
450/450 [==============================] - 0s 745us/step - loss: 0.3352 - accuracy: 0.8625
Epoch 428/500
450/450 [==============================] - 0s 754us/step - loss: 0.3351 - accuracy: 0.8635
Epoch 429/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8633
Epoch 430/500
450/450 [==============================] - 0s 743us/step - loss: 0.3353 - accuracy: 0.8639
Epoch 431/500
450/450 [==============================] - 0s 731us/step - loss: 0.3349 - accuracy: 0.8642
Epoch 432/500
450/450 [==============================] - 0s 742us/step - loss: 0.3354 - accuracy: 0.8612
Epoch 433/500
450/450 [==============================] - 0s 748us/step - loss: 0.3355 - accuracy: 0.8626
Epoch 434/500
450/450 [==============================] - 0s 731us/step - loss: 0.3355 - accuracy: 0.8625
Epoch 435/500
450/450 [==============================] - 0s 740us/step - loss: 0.3355 - accuracy: 0.8629
Epoch 436/500
450/450 [==============================] - 0s 747us/step - loss: 0.3352 - accuracy: 0.8621
Epoch 437/500
450/450 [==============================] - 0s 732us/step - loss: 0.3353 - accuracy: 0.8619
Epoch 438/500
450/450 [==============================] - 0s 838us/step - loss: 0.3353 - accuracy: 0.8633
Epoch 439/500
450/450 [==============================] - 0s 880us/step - loss: 0.3354 - accuracy: 0.8643
Epoch 440/500
450/450 [==============================] - 0s 844us/step - loss: 0.3357 - accuracy: 0.8633
Epoch 441/500
450/450 [==============================] - 0s 816us/step - loss: 0.3355 - accuracy: 0.8636
Epoch 442/500
450/450 [==============================] - 0s 771us/step - loss: 0.3356 - accuracy: 0.8618
Epoch 443/500
450/450 [==============================] - 0s 861us/step - loss: 0.3355 - accuracy: 0.8622
Epoch 444/500
450/450 [==============================] - 0s 752us/step - loss: 0.3353 - accuracy: 0.8629
Epoch 445/500
450/450 [==============================] - 0s 881us/step - loss: 0.3355 - accuracy: 0.8644
Epoch 446/500
450/450 [==============================] - 0s 778us/step - loss: 0.3353 - accuracy: 0.8639
Epoch 447/500
450/450 [==============================] - 0s 780us/step - loss: 0.3355 - accuracy: 0.8625
Epoch 448/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8626: 0s - loss: 0.3386 - accuracy: 0.
Epoch 449/500
450/450 [==============================] - 0s 769us/step - loss: 0.3353 - accuracy: 0.8635
Epoch 450/500
450/450 [==============================] - 0s 801us/step - loss: 0.3350 - accuracy: 0.8604
Epoch 451/500
450/450 [==============================] - 0s 761us/step - loss: 0.3355 - accuracy: 0.8625
Epoch 452/500
450/450 [==============================] - 0s 759us/step - loss: 0.3356 - accuracy: 0.8639
Epoch 453/500
450/450 [==============================] - 0s 737us/step - loss: 0.3350 - accuracy: 0.8643
Epoch 454/500
450/450 [==============================] - 0s 744us/step - loss: 0.3350 - accuracy: 0.8625
Epoch 455/500
450/450 [==============================] - 0s 742us/step - loss: 0.3351 - accuracy: 0.8632
Epoch 456/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8640
Epoch 457/500
450/450 [==============================] - 0s 743us/step - loss: 0.3355 - accuracy: 0.8614
Epoch 458/500
450/450 [==============================] - 0s 744us/step - loss: 0.3349 - accuracy: 0.8633
Epoch 459/500
450/450 [==============================] - 0s 745us/step - loss: 0.3346 - accuracy: 0.8607
Epoch 460/500
450/450 [==============================] - 0s 746us/step - loss: 0.3353 - accuracy: 0.8640
Epoch 461/500
450/450 [==============================] - 0s 738us/step - loss: 0.3352 - accuracy: 0.8619
Epoch 462/500
450/450 [==============================] - 0s 737us/step - loss: 0.3347 - accuracy: 0.8624
Epoch 463/500
450/450 [==============================] - 0s 744us/step - loss: 0.3347 - accuracy: 0.8631
Epoch 464/500
450/450 [==============================] - 0s 796us/step - loss: 0.3351 - accuracy: 0.8649
Epoch 465/500
450/450 [==============================] - 0s 735us/step - loss: 0.3349 - accuracy: 0.8640
Epoch 466/500
450/450 [==============================] - 0s 826us/step - loss: 0.3350 - accuracy: 0.8636
Epoch 467/500
450/450 [==============================] - 0s 804us/step - loss: 0.3352 - accuracy: 0.8625
Epoch 468/500
450/450 [==============================] - 0s 820us/step - loss: 0.3348 - accuracy: 0.8643
Epoch 469/500
450/450 [==============================] - 0s 745us/step - loss: 0.3351 - accuracy: 0.8643
Epoch 470/500
450/450 [==============================] - 0s 740us/step - loss: 0.3350 - accuracy: 0.8632
Epoch 471/500
450/450 [==============================] - 0s 762us/step - loss: 0.3346 - accuracy: 0.8636
Epoch 472/500
450/450 [==============================] - 0s 888us/step - loss: 0.3352 - accuracy: 0.8636
Epoch 473/500
450/450 [==============================] - 0s 761us/step - loss: 0.3352 - accuracy: 0.8615
Epoch 474/500
450/450 [==============================] - 0s 889us/step - loss: 0.3353 - accuracy: 0.8619
Epoch 475/500
450/450 [==============================] - 0s 764us/step - loss: 0.3348 - accuracy: 0.8628
Epoch 476/500
450/450 [==============================] - 0s 735us/step - loss: 0.3356 - accuracy: 0.8633
Epoch 477/500
450/450 [==============================] - 0s 747us/step - loss: 0.3345 - accuracy: 0.8632
Epoch 478/500
450/450 [==============================] - 0s 755us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 479/500
450/450 [==============================] - 0s 739us/step - loss: 0.3353 - accuracy: 0.8635
Epoch 480/500
450/450 [==============================] - 0s 769us/step - loss: 0.3349 - accuracy: 0.8635
Epoch 481/500
450/450 [==============================] - 0s 753us/step - loss: 0.3347 - accuracy: 0.8625
Epoch 482/500
450/450 [==============================] - 0s 739us/step - loss: 0.3353 - accuracy: 0.8625
Epoch 483/500
450/450 [==============================] - 0s 760us/step - loss: 0.3345 - accuracy: 0.8626
Epoch 484/500
450/450 [==============================] - 0s 750us/step - loss: 0.3355 - accuracy: 0.8622
Epoch 485/500
450/450 [==============================] - 0s 738us/step - loss: 0.3354 - accuracy: 0.8632
Epoch 486/500
450/450 [==============================] - 0s 758us/step - loss: 0.3353 - accuracy: 0.8629
Epoch 487/500
450/450 [==============================] - 0s 740us/step - loss: 0.3344 - accuracy: 0.8617
Epoch 488/500
450/450 [==============================] - 0s 732us/step - loss: 0.3353 - accuracy: 0.8611
Epoch 489/500
450/450 [==============================] - 0s 795us/step - loss: 0.3347 - accuracy: 0.8633
Epoch 490/500
450/450 [==============================] - 0s 737us/step - loss: 0.3349 - accuracy: 0.8631
Epoch 491/500
450/450 [==============================] - 0s 743us/step - loss: 0.3349 - accuracy: 0.8658
Epoch 492/500
450/450 [==============================] - 0s 734us/step - loss: 0.3341 - accuracy: 0.8642
Epoch 493/500
450/450 [==============================] - 0s 733us/step - loss: 0.3353 - accuracy: 0.8629
Epoch 494/500
450/450 [==============================] - 0s 740us/step - loss: 0.3351 - accuracy: 0.8615
Epoch 495/500
450/450 [==============================] - 0s 751us/step - loss: 0.3347 - accuracy: 0.8626
Epoch 496/500
450/450 [==============================] - 0s 730us/step - loss: 0.3345 - accuracy: 0.8636
Epoch 497/500
450/450 [==============================] - 0s 786us/step - loss: 0.3343 - accuracy: 0.8607
Epoch 498/500
450/450 [==============================] - 0s 752us/step - loss: 0.3344 - accuracy: 0.8632
Epoch 499/500
450/450 [==============================] - 0s 771us/step - loss: 0.3347 - accuracy: 0.8636
Epoch 500/500
450/450 [==============================] - 0s 922us/step - loss: 0.3346 - accuracy: 0.8629
Epoch 1/500
450/450 [==============================] - 0s 754us/step - loss: 0.5846 - accuracy: 0.7985
Epoch 2/500
450/450 [==============================] - 0s 771us/step - loss: 0.5156 - accuracy: 0.7986
Epoch 3/500
450/450 [==============================] - 0s 769us/step - loss: 0.5050 - accuracy: 0.7986
Epoch 4/500
450/450 [==============================] - 0s 811us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 5/500
450/450 [==============================] - 0s 769us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 6/500
450/450 [==============================] - 0s 755us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 7/500
450/450 [==============================] - 0s 763us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 8/500
450/450 [==============================] - 0s 773us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 9/500
450/450 [==============================] - 0s 744us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 10/500
450/450 [==============================] - 0s 760us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 11/500
450/450 [==============================] - 0s 769us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 12/500
450/450 [==============================] - 0s 771us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 13/500
450/450 [==============================] - 0s 758us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 14/500
450/450 [==============================] - 0s 855us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/500
450/450 [==============================] - 0s 721us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 16/500
450/450 [==============================] - 0s 731us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/500
450/450 [==============================] - 0s 740us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 18/500
450/450 [==============================] - 0s 716us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 19/500
450/450 [==============================] - 0s 727us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 20/500
450/450 [==============================] - 0s 740us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 21/500
450/450 [==============================] - 0s 723us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 22/500
450/450 [==============================] - 0s 726us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 23/500
450/450 [==============================] - 0s 749us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/500
450/450 [==============================] - 0s 718us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/500
450/450 [==============================] - 0s 730us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 26/500
450/450 [==============================] - 0s 744us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 27/500
450/450 [==============================] - 0s 723us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 28/500
450/450 [==============================] - 0s 726us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 29/500
450/450 [==============================] - 0s 726us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 30/500
450/450 [==============================] - 0s 741us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 31/500
450/450 [==============================] - 0s 749us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 32/500
450/450 [==============================] - 0s 736us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 33/500
450/450 [==============================] - 0s 772us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 34/500
450/450 [==============================] - 0s 843us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 35/500
450/450 [==============================] - 0s 747us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 36/500
450/450 [==============================] - 0s 726us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 37/500
450/450 [==============================] - 0s 728us/step - loss: 0.5010 - accuracy: 0.7986
Epoch 38/500
450/450 [==============================] - 0s 734us/step - loss: 0.5005 - accuracy: 0.7986
Epoch 39/500
450/450 [==============================] - 0s 728us/step - loss: 0.4997 - accuracy: 0.7986
Epoch 40/500
450/450 [==============================] - 0s 734us/step - loss: 0.4986 - accuracy: 0.7986
Epoch 41/500
450/450 [==============================] - 0s 734us/step - loss: 0.4968 - accuracy: 0.7986
Epoch 42/500
450/450 [==============================] - 0s 742us/step - loss: 0.4940 - accuracy: 0.7986
Epoch 43/500
450/450 [==============================] - 0s 855us/step - loss: 0.4895 - accuracy: 0.7986
Epoch 44/500
450/450 [==============================] - 0s 778us/step - loss: 0.4826 - accuracy: 0.7986
Epoch 45/500
450/450 [==============================] - 0s 727us/step - loss: 0.4731 - accuracy: 0.7986
Epoch 46/500
450/450 [==============================] - 0s 734us/step - loss: 0.4622 - accuracy: 0.7986
Epoch 47/500
450/450 [==============================] - 0s 728us/step - loss: 0.4523 - accuracy: 0.7986
Epoch 48/500
450/450 [==============================] - 0s 726us/step - loss: 0.4446 - accuracy: 0.7986
Epoch 49/500
450/450 [==============================] - 0s 736us/step - loss: 0.4391 - accuracy: 0.7986
Epoch 50/500
450/450 [==============================] - 0s 766us/step - loss: 0.4355 - accuracy: 0.7986
Epoch 51/500
450/450 [==============================] - 0s 726us/step - loss: 0.4332 - accuracy: 0.7986
Epoch 52/500
450/450 [==============================] - 0s 758us/step - loss: 0.4315 - accuracy: 0.7986
Epoch 53/500
450/450 [==============================] - 0s 720us/step - loss: 0.4304 - accuracy: 0.7986
Epoch 54/500
450/450 [==============================] - 0s 726us/step - loss: 0.4295 - accuracy: 0.7986
Epoch 55/500
450/450 [==============================] - 0s 736us/step - loss: 0.4289 - accuracy: 0.7986
Epoch 56/500
450/450 [==============================] - 0s 773us/step - loss: 0.4282 - accuracy: 0.7986
Epoch 57/500
450/450 [==============================] - 0s 745us/step - loss: 0.4277 - accuracy: 0.7986
Epoch 58/500
450/450 [==============================] - 0s 802us/step - loss: 0.4274 - accuracy: 0.7986
Epoch 59/500
450/450 [==============================] - 0s 739us/step - loss: 0.4271 - accuracy: 0.7986
Epoch 60/500
450/450 [==============================] - 0s 735us/step - loss: 0.4267 - accuracy: 0.7986
Epoch 61/500
450/450 [==============================] - 0s 742us/step - loss: 0.4264 - accuracy: 0.7986
Epoch 62/500
450/450 [==============================] - 0s 756us/step - loss: 0.4261 - accuracy: 0.7986
Epoch 63/500
450/450 [==============================] - 0s 733us/step - loss: 0.4258 - accuracy: 0.7986
Epoch 64/500
450/450 [==============================] - 0s 725us/step - loss: 0.4254 - accuracy: 0.7986
Epoch 65/500
450/450 [==============================] - 0s 779us/step - loss: 0.4250 - accuracy: 0.7986
Epoch 66/500
450/450 [==============================] - 0s 730us/step - loss: 0.4247 - accuracy: 0.7986
Epoch 67/500
450/450 [==============================] - 0s 728us/step - loss: 0.4243 - accuracy: 0.7986
Epoch 68/500
450/450 [==============================] - 0s 743us/step - loss: 0.4238 - accuracy: 0.7986
Epoch 69/500
450/450 [==============================] - 0s 726us/step - loss: 0.4234 - accuracy: 0.7986
Epoch 70/500
450/450 [==============================] - 0s 730us/step - loss: 0.4229 - accuracy: 0.7986
Epoch 71/500
450/450 [==============================] - 0s 804us/step - loss: 0.4225 - accuracy: 0.7986
Epoch 72/500
450/450 [==============================] - 0s 761us/step - loss: 0.4220 - accuracy: 0.7986
Epoch 73/500
450/450 [==============================] - 0s 733us/step - loss: 0.4216 - accuracy: 0.7986
Epoch 74/500
450/450 [==============================] - 0s 721us/step - loss: 0.4210 - accuracy: 0.7986
Epoch 75/500
450/450 [==============================] - 0s 768us/step - loss: 0.4204 - accuracy: 0.7986
Epoch 76/500
450/450 [==============================] - 0s 732us/step - loss: 0.4198 - accuracy: 0.7986
Epoch 77/500
450/450 [==============================] - 0s 714us/step - loss: 0.4192 - accuracy: 0.7986
Epoch 78/500
450/450 [==============================] - 0s 730us/step - loss: 0.4183 - accuracy: 0.7986
Epoch 79/500
450/450 [==============================] - 0s 732us/step - loss: 0.4174 - accuracy: 0.7986
Epoch 80/500
450/450 [==============================] - 0s 720us/step - loss: 0.4162 - accuracy: 0.7986
Epoch 81/500
450/450 [==============================] - 0s 719us/step - loss: 0.4144 - accuracy: 0.7986
Epoch 82/500
450/450 [==============================] - 0s 726us/step - loss: 0.4128 - accuracy: 0.7986
Epoch 83/500
450/450 [==============================] - 0s 744us/step - loss: 0.4106 - accuracy: 0.7961
Epoch 84/500
450/450 [==============================] - 0s 716us/step - loss: 0.4075 - accuracy: 0.7961
Epoch 85/500
450/450 [==============================] - 0s 726us/step - loss: 0.4044 - accuracy: 0.7979
Epoch 86/500
450/450 [==============================] - 0s 728us/step - loss: 0.4006 - accuracy: 0.7971
Epoch 87/500
450/450 [==============================] - 0s 717us/step - loss: 0.3956 - accuracy: 0.8062
Epoch 88/500
450/450 [==============================] - 0s 729us/step - loss: 0.3896 - accuracy: 0.8214
Epoch 89/500
450/450 [==============================] - 0s 740us/step - loss: 0.3833 - accuracy: 0.8296
Epoch 90/500
450/450 [==============================] - 0s 722us/step - loss: 0.3776 - accuracy: 0.8353
Epoch 91/500
450/450 [==============================] - 0s 727us/step - loss: 0.3744 - accuracy: 0.8385
Epoch 92/500
450/450 [==============================] - 0s 732us/step - loss: 0.3716 - accuracy: 0.8417
Epoch 93/500
450/450 [==============================] - 0s 715us/step - loss: 0.3691 - accuracy: 0.8462
Epoch 94/500
450/450 [==============================] - 0s 726us/step - loss: 0.3670 - accuracy: 0.8500
Epoch 95/500
450/450 [==============================] - 0s 736us/step - loss: 0.3645 - accuracy: 0.8571
Epoch 96/500
450/450 [==============================] - 0s 776us/step - loss: 0.3621 - accuracy: 0.8579
Epoch 97/500
450/450 [==============================] - 0s 845us/step - loss: 0.3597 - accuracy: 0.86060s - loss: 0.3548 - accuracy: 0.
Epoch 98/500
450/450 [==============================] - 0s 858us/step - loss: 0.3574 - accuracy: 0.8621
Epoch 99/500
450/450 [==============================] - 0s 827us/step - loss: 0.3553 - accuracy: 0.8637
Epoch 100/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3539 - accuracy: 0.8631
Epoch 101/500
450/450 [==============================] - 0s 951us/step - loss: 0.3522 - accuracy: 0.8633
Epoch 102/500
450/450 [==============================] - 0s 757us/step - loss: 0.3517 - accuracy: 0.8622
Epoch 103/500
450/450 [==============================] - 0s 723us/step - loss: 0.3502 - accuracy: 0.8621
Epoch 104/500
450/450 [==============================] - 0s 738us/step - loss: 0.3495 - accuracy: 0.8626
Epoch 105/500
450/450 [==============================] - 0s 727us/step - loss: 0.3483 - accuracy: 0.8619
Epoch 106/500
450/450 [==============================] - 0s 749us/step - loss: 0.3479 - accuracy: 0.8643
Epoch 107/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3473 - accuracy: 0.8615
Epoch 108/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3464 - accuracy: 0.8621
Epoch 109/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3457 - accuracy: 0.8614
Epoch 110/500
450/450 [==============================] - 0s 891us/step - loss: 0.3456 - accuracy: 0.8625
Epoch 111/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3450 - accuracy: 0.8618
Epoch 112/500
450/450 [==============================] - 0s 946us/step - loss: 0.3446 - accuracy: 0.8606
Epoch 113/500
450/450 [==============================] - 0s 986us/step - loss: 0.3439 - accuracy: 0.8617
Epoch 114/500
450/450 [==============================] - 0s 908us/step - loss: 0.3434 - accuracy: 0.8614
Epoch 115/500
450/450 [==============================] - 0s 924us/step - loss: 0.3431 - accuracy: 0.8608
Epoch 116/500
450/450 [==============================] - 0s 892us/step - loss: 0.3428 - accuracy: 0.8619
Epoch 117/500
450/450 [==============================] - 0s 818us/step - loss: 0.3423 - accuracy: 0.8618
Epoch 118/500
450/450 [==============================] - 0s 865us/step - loss: 0.3421 - accuracy: 0.8636
Epoch 119/500
450/450 [==============================] - 0s 845us/step - loss: 0.3423 - accuracy: 0.8632
Epoch 120/500
450/450 [==============================] - 0s 774us/step - loss: 0.3416 - accuracy: 0.8624
Epoch 121/500
450/450 [==============================] - 0s 797us/step - loss: 0.3417 - accuracy: 0.8631
Epoch 122/500
450/450 [==============================] - 0s 884us/step - loss: 0.3410 - accuracy: 0.8631
Epoch 123/500
450/450 [==============================] - 0s 988us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 124/500
450/450 [==============================] - 0s 804us/step - loss: 0.3405 - accuracy: 0.8629
Epoch 125/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3405 - accuracy: 0.8635
Epoch 126/500
450/450 [==============================] - 0s 731us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 127/500
450/450 [==============================] - 0s 765us/step - loss: 0.3401 - accuracy: 0.8639
Epoch 128/500
450/450 [==============================] - 0s 815us/step - loss: 0.3389 - accuracy: 0.8635
Epoch 129/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3392 - accuracy: 0.8618
Epoch 130/500
450/450 [==============================] - 0s 767us/step - loss: 0.3393 - accuracy: 0.8625
Epoch 131/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3389 - accuracy: 0.8628
Epoch 132/500
450/450 [==============================] - 0s 744us/step - loss: 0.3385 - accuracy: 0.8646
Epoch 133/500
450/450 [==============================] - 0s 755us/step - loss: 0.3380 - accuracy: 0.8631
Epoch 134/500
450/450 [==============================] - 0s 744us/step - loss: 0.3380 - accuracy: 0.8651
Epoch 135/500
450/450 [==============================] - 0s 998us/step - loss: 0.3371 - accuracy: 0.8651
Epoch 136/500
450/450 [==============================] - 0s 946us/step - loss: 0.3380 - accuracy: 0.8643
Epoch 137/500
450/450 [==============================] - 0s 824us/step - loss: 0.3368 - accuracy: 0.8646
Epoch 138/500
450/450 [==============================] - 0s 835us/step - loss: 0.3374 - accuracy: 0.8644
Epoch 139/500
450/450 [==============================] - 0s 776us/step - loss: 0.3366 - accuracy: 0.8633
Epoch 140/500
450/450 [==============================] - 0s 774us/step - loss: 0.3370 - accuracy: 0.8646
Epoch 141/500
450/450 [==============================] - 0s 785us/step - loss: 0.3364 - accuracy: 0.8671
Epoch 142/500
450/450 [==============================] - 0s 756us/step - loss: 0.3361 - accuracy: 0.8650
Epoch 143/500
450/450 [==============================] - 0s 739us/step - loss: 0.3361 - accuracy: 0.8650
Epoch 144/500
450/450 [==============================] - 0s 762us/step - loss: 0.3357 - accuracy: 0.8647
Epoch 145/500
450/450 [==============================] - 0s 746us/step - loss: 0.3365 - accuracy: 0.8651
Epoch 146/500
450/450 [==============================] - 0s 733us/step - loss: 0.3355 - accuracy: 0.8644
Epoch 147/500
450/450 [==============================] - 0s 755us/step - loss: 0.3351 - accuracy: 0.8650
Epoch 148/500
450/450 [==============================] - 0s 753us/step - loss: 0.3350 - accuracy: 0.8664
Epoch 149/500
450/450 [==============================] - 0s 761us/step - loss: 0.3352 - accuracy: 0.8664
Epoch 150/500
450/450 [==============================] - 0s 790us/step - loss: 0.3348 - accuracy: 0.8651
Epoch 151/500
450/450 [==============================] - 0s 937us/step - loss: 0.3350 - accuracy: 0.8662
Epoch 152/500
450/450 [==============================] - 0s 772us/step - loss: 0.3353 - accuracy: 0.8640
Epoch 153/500
450/450 [==============================] - 0s 759us/step - loss: 0.3350 - accuracy: 0.8633
Epoch 154/500
450/450 [==============================] - 0s 803us/step - loss: 0.3349 - accuracy: 0.8649
Epoch 155/500
450/450 [==============================] - 0s 860us/step - loss: 0.3349 - accuracy: 0.8669
Epoch 156/500
450/450 [==============================] - 0s 790us/step - loss: 0.3346 - accuracy: 0.8674
Epoch 157/500
450/450 [==============================] - 0s 811us/step - loss: 0.3346 - accuracy: 0.8665
Epoch 158/500
450/450 [==============================] - 0s 811us/step - loss: 0.3345 - accuracy: 0.8643
Epoch 159/500
450/450 [==============================] - 0s 757us/step - loss: 0.3347 - accuracy: 0.8672
Epoch 160/500
450/450 [==============================] - 0s 756us/step - loss: 0.3342 - accuracy: 0.8650
Epoch 161/500
450/450 [==============================] - 0s 842us/step - loss: 0.3343 - accuracy: 0.8681
Epoch 162/500
450/450 [==============================] - 0s 781us/step - loss: 0.3344 - accuracy: 0.8675
Epoch 163/500
450/450 [==============================] - 0s 767us/step - loss: 0.3345 - accuracy: 0.8662
Epoch 164/500
450/450 [==============================] - 0s 772us/step - loss: 0.3335 - accuracy: 0.8668
Epoch 165/500
450/450 [==============================] - 0s 806us/step - loss: 0.3344 - accuracy: 0.8664
Epoch 166/500
450/450 [==============================] - 0s 781us/step - loss: 0.3340 - accuracy: 0.8637
Epoch 167/500
450/450 [==============================] - 0s 823us/step - loss: 0.3342 - accuracy: 0.8669
Epoch 168/500
450/450 [==============================] - 0s 776us/step - loss: 0.3339 - accuracy: 0.8657
Epoch 169/500
450/450 [==============================] - 0s 821us/step - loss: 0.3340 - accuracy: 0.8654
Epoch 170/500
450/450 [==============================] - 0s 814us/step - loss: 0.3336 - accuracy: 0.8667
Epoch 171/500
450/450 [==============================] - 0s 771us/step - loss: 0.3334 - accuracy: 0.8665
Epoch 172/500
450/450 [==============================] - 0s 856us/step - loss: 0.3338 - accuracy: 0.8651
Epoch 173/500
450/450 [==============================] - 0s 746us/step - loss: 0.3338 - accuracy: 0.8642
Epoch 174/500
450/450 [==============================] - 0s 729us/step - loss: 0.3333 - accuracy: 0.8656
Epoch 175/500
450/450 [==============================] - 0s 744us/step - loss: 0.3336 - accuracy: 0.8654
Epoch 176/500
450/450 [==============================] - 0s 830us/step - loss: 0.3339 - accuracy: 0.8662
Epoch 177/500
450/450 [==============================] - 0s 805us/step - loss: 0.3332 - accuracy: 0.8661
Epoch 178/500
450/450 [==============================] - 0s 815us/step - loss: 0.3339 - accuracy: 0.8650
Epoch 179/500
450/450 [==============================] - 0s 767us/step - loss: 0.3330 - accuracy: 0.8662
Epoch 180/500
450/450 [==============================] - 0s 778us/step - loss: 0.3336 - accuracy: 0.8660
Epoch 181/500
450/450 [==============================] - 0s 943us/step - loss: 0.3328 - accuracy: 0.8661
Epoch 182/500
450/450 [==============================] - 0s 802us/step - loss: 0.3333 - accuracy: 0.8667
Epoch 183/500
450/450 [==============================] - 0s 776us/step - loss: 0.3325 - accuracy: 0.8654
Epoch 184/500
450/450 [==============================] - 0s 761us/step - loss: 0.3335 - accuracy: 0.8654
Epoch 185/500
450/450 [==============================] - 0s 798us/step - loss: 0.3327 - accuracy: 0.8654
Epoch 186/500
450/450 [==============================] - 0s 852us/step - loss: 0.3330 - accuracy: 0.8656
Epoch 187/500
450/450 [==============================] - 0s 751us/step - loss: 0.3326 - accuracy: 0.8650
Epoch 188/500
450/450 [==============================] - 0s 759us/step - loss: 0.3331 - accuracy: 0.8669
Epoch 189/500
450/450 [==============================] - 0s 817us/step - loss: 0.3327 - accuracy: 0.8643
Epoch 190/500
450/450 [==============================] - 0s 788us/step - loss: 0.3331 - accuracy: 0.8656
Epoch 191/500
450/450 [==============================] - 0s 777us/step - loss: 0.3329 - accuracy: 0.8665
Epoch 192/500
450/450 [==============================] - 0s 876us/step - loss: 0.3329 - accuracy: 0.8658
Epoch 193/500
450/450 [==============================] - 0s 823us/step - loss: 0.3326 - accuracy: 0.8660
Epoch 194/500
450/450 [==============================] - 0s 801us/step - loss: 0.3325 - accuracy: 0.8660
Epoch 195/500
450/450 [==============================] - 0s 800us/step - loss: 0.3329 - accuracy: 0.8654
Epoch 196/500
450/450 [==============================] - 0s 891us/step - loss: 0.3329 - accuracy: 0.8653
Epoch 197/500
450/450 [==============================] - 0s 772us/step - loss: 0.3323 - accuracy: 0.8654
Epoch 198/500
450/450 [==============================] - 0s 725us/step - loss: 0.3326 - accuracy: 0.8664
Epoch 199/500
450/450 [==============================] - 0s 746us/step - loss: 0.3323 - accuracy: 0.8653
Epoch 200/500
450/450 [==============================] - 0s 789us/step - loss: 0.3325 - accuracy: 0.8656
Epoch 201/500
450/450 [==============================] - 0s 873us/step - loss: 0.3322 - accuracy: 0.8657
Epoch 202/500
450/450 [==============================] - 0s 877us/step - loss: 0.3320 - accuracy: 0.8654
Epoch 203/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3321 - accuracy: 0.8658
Epoch 204/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3321 - accuracy: 0.8654
Epoch 205/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3319 - accuracy: 0.8672
Epoch 206/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3323 - accuracy: 0.8650
Epoch 207/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3317 - accuracy: 0.8646
Epoch 208/500
450/450 [==============================] - 0s 779us/step - loss: 0.3312 - accuracy: 0.8662
Epoch 209/500
450/450 [==============================] - 0s 929us/step - loss: 0.3322 - accuracy: 0.8637
Epoch 210/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8658
Epoch 211/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3315 - accuracy: 0.8674
Epoch 212/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8646
Epoch 213/500
450/450 [==============================] - 0s 940us/step - loss: 0.3314 - accuracy: 0.8671
Epoch 214/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3318 - accuracy: 0.8650
Epoch 215/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3321 - accuracy: 0.8664
Epoch 216/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8643
Epoch 217/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3316 - accuracy: 0.8658
Epoch 218/500
450/450 [==============================] - 0s 976us/step - loss: 0.3320 - accuracy: 0.8661
Epoch 219/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8643
Epoch 220/500
450/450 [==============================] - 0s 907us/step - loss: 0.3319 - accuracy: 0.8661
Epoch 221/500
450/450 [==============================] - 0s 982us/step - loss: 0.3316 - accuracy: 0.8643
Epoch 222/500
450/450 [==============================] - 0s 937us/step - loss: 0.3317 - accuracy: 0.8662
Epoch 223/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3312 - accuracy: 0.8653
Epoch 224/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3313 - accuracy: 0.8660
Epoch 225/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3315 - accuracy: 0.8651
Epoch 226/500
450/450 [==============================] - 0s 947us/step - loss: 0.3313 - accuracy: 0.8642
Epoch 227/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3314 - accuracy: 0.8654
Epoch 228/500
450/450 [==============================] - 0s 836us/step - loss: 0.3319 - accuracy: 0.8656
Epoch 229/500
450/450 [==============================] - 0s 909us/step - loss: 0.3316 - accuracy: 0.8644
Epoch 230/500
450/450 [==============================] - 0s 885us/step - loss: 0.3316 - accuracy: 0.8668
Epoch 231/500
450/450 [==============================] - 0s 871us/step - loss: 0.3307 - accuracy: 0.8668
Epoch 232/500
450/450 [==============================] - 0s 948us/step - loss: 0.3319 - accuracy: 0.86540s - loss: 0.3290 - accuracy: 0.
Epoch 233/500
450/450 [==============================] - 0s 927us/step - loss: 0.3308 - accuracy: 0.8667
Epoch 234/500
450/450 [==============================] - 0s 904us/step - loss: 0.3313 - accuracy: 0.8682
Epoch 235/500
450/450 [==============================] - 0s 896us/step - loss: 0.3318 - accuracy: 0.8668
Epoch 236/500
450/450 [==============================] - 0s 854us/step - loss: 0.3313 - accuracy: 0.8658
Epoch 237/500
450/450 [==============================] - 0s 882us/step - loss: 0.3315 - accuracy: 0.8657
Epoch 238/500
450/450 [==============================] - 0s 865us/step - loss: 0.3315 - accuracy: 0.8675
Epoch 239/500
450/450 [==============================] - 0s 859us/step - loss: 0.3312 - accuracy: 0.8660
Epoch 240/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3313 - accuracy: 0.8664
Epoch 241/500
450/450 [==============================] - 0s 951us/step - loss: 0.3311 - accuracy: 0.8660
Epoch 242/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3314 - accuracy: 0.8668
Epoch 243/500
450/450 [==============================] - 0s 921us/step - loss: 0.3311 - accuracy: 0.8660
Epoch 244/500
450/450 [==============================] - 0s 840us/step - loss: 0.3309 - accuracy: 0.8660
Epoch 245/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3310 - accuracy: 0.8649
Epoch 246/500
450/450 [==============================] - 0s 907us/step - loss: 0.3316 - accuracy: 0.8654
Epoch 247/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3313 - accuracy: 0.8646
Epoch 248/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3311 - accuracy: 0.8668
Epoch 249/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3310 - accuracy: 0.8662
Epoch 250/500
450/450 [==============================] - 0s 988us/step - loss: 0.3313 - accuracy: 0.8654
Epoch 251/500
450/450 [==============================] - 0s 968us/step - loss: 0.3316 - accuracy: 0.8667
Epoch 252/500
450/450 [==============================] - 0s 895us/step - loss: 0.3311 - accuracy: 0.8682
Epoch 253/500
450/450 [==============================] - 0s 883us/step - loss: 0.3315 - accuracy: 0.8667
Epoch 254/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3310 - accuracy: 0.8671
Epoch 255/500
450/450 [==============================] - 0s 952us/step - loss: 0.3311 - accuracy: 0.8664
Epoch 256/500
450/450 [==============================] - 0s 908us/step - loss: 0.3311 - accuracy: 0.8657
Epoch 257/500
450/450 [==============================] - 0s 920us/step - loss: 0.3311 - accuracy: 0.8665
Epoch 258/500
450/450 [==============================] - 0s 937us/step - loss: 0.3311 - accuracy: 0.8640
Epoch 259/500
450/450 [==============================] - 0s 969us/step - loss: 0.3306 - accuracy: 0.8672
Epoch 260/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3312 - accuracy: 0.8668
Epoch 261/500
450/450 [==============================] - 0s 982us/step - loss: 0.3310 - accuracy: 0.8654
Epoch 262/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3311 - accuracy: 0.8675
Epoch 263/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8668
Epoch 264/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3311 - accuracy: 0.8654
Epoch 265/500
450/450 [==============================] - 0s 901us/step - loss: 0.3307 - accuracy: 0.8674
Epoch 266/500
450/450 [==============================] - 0s 876us/step - loss: 0.3312 - accuracy: 0.8660
Epoch 267/500
450/450 [==============================] - 0s 915us/step - loss: 0.3310 - accuracy: 0.8650
Epoch 268/500
450/450 [==============================] - 0s 958us/step - loss: 0.3309 - accuracy: 0.8664
Epoch 269/500
450/450 [==============================] - 0s 985us/step - loss: 0.3309 - accuracy: 0.8676
Epoch 270/500
450/450 [==============================] - 0s 978us/step - loss: 0.3305 - accuracy: 0.8656
Epoch 271/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8658
Epoch 272/500
450/450 [==============================] - 0s 932us/step - loss: 0.3313 - accuracy: 0.8667
Epoch 273/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8653
Epoch 274/500
450/450 [==============================] - 0s 989us/step - loss: 0.3307 - accuracy: 0.8654
Epoch 275/500
450/450 [==============================] - 0s 990us/step - loss: 0.3306 - accuracy: 0.8658
Epoch 276/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3307 - accuracy: 0.8664
Epoch 277/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8676
Epoch 278/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3309 - accuracy: 0.8661
Epoch 279/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3311 - accuracy: 0.8660
Epoch 280/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3306 - accuracy: 0.8668: 0s - loss: 0.3282 - accuracy: 0.
Epoch 281/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3309 - accuracy: 0.8658
Epoch 282/500
450/450 [==============================] - 0s 984us/step - loss: 0.3311 - accuracy: 0.8657
Epoch 283/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3310 - accuracy: 0.8678
Epoch 284/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8669
Epoch 285/500
450/450 [==============================] - 0s 944us/step - loss: 0.3307 - accuracy: 0.8667
Epoch 286/500
450/450 [==============================] - 0s 948us/step - loss: 0.3309 - accuracy: 0.8656
Epoch 287/500
450/450 [==============================] - 0s 859us/step - loss: 0.3310 - accuracy: 0.8664
Epoch 288/500
450/450 [==============================] - 0s 912us/step - loss: 0.3308 - accuracy: 0.8667
Epoch 289/500
450/450 [==============================] - 0s 852us/step - loss: 0.3304 - accuracy: 0.8662
Epoch 290/500
450/450 [==============================] - 0s 892us/step - loss: 0.3304 - accuracy: 0.8654
Epoch 291/500
450/450 [==============================] - 0s 818us/step - loss: 0.3296 - accuracy: 0.8669
Epoch 292/500
450/450 [==============================] - 0s 842us/step - loss: 0.3305 - accuracy: 0.8667
Epoch 293/500
450/450 [==============================] - 0s 900us/step - loss: 0.3312 - accuracy: 0.8646
Epoch 294/500
450/450 [==============================] - 0s 821us/step - loss: 0.3305 - accuracy: 0.8651
Epoch 295/500
450/450 [==============================] - 0s 896us/step - loss: 0.3309 - accuracy: 0.8644
Epoch 296/500
450/450 [==============================] - 0s 831us/step - loss: 0.3305 - accuracy: 0.8656
Epoch 297/500
450/450 [==============================] - 0s 871us/step - loss: 0.3306 - accuracy: 0.86610s - loss: 0.3318 - accuracy: 0.86
Epoch 298/500
450/450 [==============================] - 0s 893us/step - loss: 0.3304 - accuracy: 0.8664
Epoch 299/500
450/450 [==============================] - 0s 858us/step - loss: 0.3307 - accuracy: 0.8662
Epoch 300/500
450/450 [==============================] - 0s 935us/step - loss: 0.3306 - accuracy: 0.8669
Epoch 301/500
450/450 [==============================] - 0s 841us/step - loss: 0.3303 - accuracy: 0.8679
Epoch 302/500
450/450 [==============================] - 0s 825us/step - loss: 0.3307 - accuracy: 0.8662
Epoch 303/500
450/450 [==============================] - 0s 935us/step - loss: 0.3307 - accuracy: 0.8678
Epoch 304/500
450/450 [==============================] - 0s 852us/step - loss: 0.3308 - accuracy: 0.8664
Epoch 305/500
450/450 [==============================] - 0s 881us/step - loss: 0.3305 - accuracy: 0.8657
Epoch 306/500
450/450 [==============================] - 0s 856us/step - loss: 0.3301 - accuracy: 0.8674
Epoch 307/500
450/450 [==============================] - 0s 867us/step - loss: 0.3307 - accuracy: 0.8661
Epoch 308/500
450/450 [==============================] - 0s 877us/step - loss: 0.3304 - accuracy: 0.8662
Epoch 309/500
450/450 [==============================] - 0s 869us/step - loss: 0.3306 - accuracy: 0.8665
Epoch 310/500
450/450 [==============================] - 0s 868us/step - loss: 0.3307 - accuracy: 0.8665
Epoch 311/500
450/450 [==============================] - 0s 943us/step - loss: 0.3308 - accuracy: 0.8656
Epoch 312/500
450/450 [==============================] - 0s 848us/step - loss: 0.3309 - accuracy: 0.8665
Epoch 313/500
450/450 [==============================] - 0s 908us/step - loss: 0.3304 - accuracy: 0.8664
Epoch 314/500
450/450 [==============================] - 0s 819us/step - loss: 0.3307 - accuracy: 0.8668
Epoch 315/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8646
Epoch 316/500
450/450 [==============================] - 0s 851us/step - loss: 0.3305 - accuracy: 0.8656
Epoch 317/500
450/450 [==============================] - 0s 993us/step - loss: 0.3307 - accuracy: 0.86600s - loss: 0.3361 - accuracy: 0.86
Epoch 318/500
450/450 [==============================] - 0s 858us/step - loss: 0.3305 - accuracy: 0.8662
Epoch 319/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8650
Epoch 320/500
450/450 [==============================] - 0s 880us/step - loss: 0.3298 - accuracy: 0.8669
Epoch 321/500
450/450 [==============================] - 0s 908us/step - loss: 0.3300 - accuracy: 0.8661
Epoch 322/500
450/450 [==============================] - 0s 871us/step - loss: 0.3303 - accuracy: 0.8653
Epoch 323/500
450/450 [==============================] - 0s 843us/step - loss: 0.3304 - accuracy: 0.8662
Epoch 324/500
450/450 [==============================] - 0s 887us/step - loss: 0.3299 - accuracy: 0.8665
Epoch 325/500
450/450 [==============================] - 0s 816us/step - loss: 0.3306 - accuracy: 0.8662
Epoch 326/500
450/450 [==============================] - 0s 838us/step - loss: 0.3304 - accuracy: 0.8647
Epoch 327/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3309 - accuracy: 0.8658
Epoch 328/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8656
Epoch 329/500
450/450 [==============================] - 0s 967us/step - loss: 0.3309 - accuracy: 0.8654
Epoch 330/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8668
Epoch 331/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8656
Epoch 332/500
450/450 [==============================] - 0s 913us/step - loss: 0.3306 - accuracy: 0.8651
Epoch 333/500
450/450 [==============================] - 0s 970us/step - loss: 0.3307 - accuracy: 0.8643
Epoch 334/500
450/450 [==============================] - 0s 882us/step - loss: 0.3302 - accuracy: 0.8676
Epoch 335/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8668
Epoch 336/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3303 - accuracy: 0.8675
Epoch 337/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8639
Epoch 338/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3306 - accuracy: 0.8662
Epoch 339/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3298 - accuracy: 0.8647
Epoch 340/500
450/450 [==============================] - 0s 839us/step - loss: 0.3303 - accuracy: 0.8678
Epoch 341/500
450/450 [==============================] - 0s 740us/step - loss: 0.3300 - accuracy: 0.8674
Epoch 342/500
450/450 [==============================] - 0s 850us/step - loss: 0.3301 - accuracy: 0.8669
Epoch 343/500
450/450 [==============================] - 0s 800us/step - loss: 0.3308 - accuracy: 0.8660
Epoch 344/500
450/450 [==============================] - 0s 780us/step - loss: 0.3304 - accuracy: 0.8674
Epoch 345/500
450/450 [==============================] - 0s 720us/step - loss: 0.3301 - accuracy: 0.8653
Epoch 346/500
450/450 [==============================] - 0s 737us/step - loss: 0.3306 - accuracy: 0.8661
Epoch 347/500
450/450 [==============================] - 0s 815us/step - loss: 0.3305 - accuracy: 0.8668
Epoch 348/500
450/450 [==============================] - 0s 746us/step - loss: 0.3306 - accuracy: 0.8668
Epoch 349/500
450/450 [==============================] - 0s 841us/step - loss: 0.3302 - accuracy: 0.8657
Epoch 350/500
450/450 [==============================] - 0s 763us/step - loss: 0.3296 - accuracy: 0.8660
Epoch 351/500
450/450 [==============================] - 0s 743us/step - loss: 0.3302 - accuracy: 0.8669
Epoch 352/500
450/450 [==============================] - 0s 843us/step - loss: 0.3305 - accuracy: 0.8649
Epoch 353/500
450/450 [==============================] - 0s 760us/step - loss: 0.3306 - accuracy: 0.8651
Epoch 354/500
450/450 [==============================] - 0s 765us/step - loss: 0.3297 - accuracy: 0.8669
Epoch 355/500
450/450 [==============================] - 0s 852us/step - loss: 0.3306 - accuracy: 0.8672
Epoch 356/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3303 - accuracy: 0.8650
Epoch 357/500
450/450 [==============================] - 0s 789us/step - loss: 0.3303 - accuracy: 0.8657
Epoch 358/500
450/450 [==============================] - 0s 750us/step - loss: 0.3301 - accuracy: 0.8667
Epoch 359/500
450/450 [==============================] - 0s 730us/step - loss: 0.3301 - accuracy: 0.8671
Epoch 360/500
450/450 [==============================] - 0s 722us/step - loss: 0.3297 - accuracy: 0.8678
Epoch 361/500
450/450 [==============================] - 0s 753us/step - loss: 0.3302 - accuracy: 0.8672
Epoch 362/500
450/450 [==============================] - 0s 732us/step - loss: 0.3303 - accuracy: 0.8667
Epoch 363/500
450/450 [==============================] - 0s 715us/step - loss: 0.3302 - accuracy: 0.8686
Epoch 364/500
450/450 [==============================] - 0s 736us/step - loss: 0.3300 - accuracy: 0.8651
Epoch 365/500
450/450 [==============================] - 0s 719us/step - loss: 0.3302 - accuracy: 0.8660
Epoch 366/500
450/450 [==============================] - 0s 722us/step - loss: 0.3305 - accuracy: 0.8658
Epoch 367/500
450/450 [==============================] - 0s 753us/step - loss: 0.3301 - accuracy: 0.8685
Epoch 368/500
450/450 [==============================] - 0s 715us/step - loss: 0.3301 - accuracy: 0.8668
Epoch 369/500
450/450 [==============================] - 0s 715us/step - loss: 0.3299 - accuracy: 0.8672
Epoch 370/500
450/450 [==============================] - 0s 777us/step - loss: 0.3302 - accuracy: 0.8658
Epoch 371/500
450/450 [==============================] - 0s 886us/step - loss: 0.3300 - accuracy: 0.8661
Epoch 372/500
450/450 [==============================] - 0s 857us/step - loss: 0.3298 - accuracy: 0.8668
Epoch 373/500
450/450 [==============================] - 0s 882us/step - loss: 0.3301 - accuracy: 0.8671
Epoch 374/500
450/450 [==============================] - 0s 965us/step - loss: 0.3298 - accuracy: 0.8672
Epoch 375/500
450/450 [==============================] - 0s 763us/step - loss: 0.3300 - accuracy: 0.8664
Epoch 376/500
450/450 [==============================] - 0s 724us/step - loss: 0.3303 - accuracy: 0.8665
Epoch 377/500
450/450 [==============================] - 0s 769us/step - loss: 0.3296 - accuracy: 0.8661
Epoch 378/500
450/450 [==============================] - 0s 803us/step - loss: 0.3303 - accuracy: 0.8664
Epoch 379/500
450/450 [==============================] - 0s 848us/step - loss: 0.3301 - accuracy: 0.8665
Epoch 380/500
450/450 [==============================] - 0s 754us/step - loss: 0.3303 - accuracy: 0.8661
Epoch 381/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3303 - accuracy: 0.8669
Epoch 382/500
450/450 [==============================] - 0s 765us/step - loss: 0.3300 - accuracy: 0.8674
Epoch 383/500
450/450 [==============================] - 0s 854us/step - loss: 0.3299 - accuracy: 0.8672
Epoch 384/500
450/450 [==============================] - 0s 814us/step - loss: 0.3302 - accuracy: 0.8672
Epoch 385/500
450/450 [==============================] - 0s 756us/step - loss: 0.3300 - accuracy: 0.8665
Epoch 386/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3300 - accuracy: 0.8653
Epoch 387/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8662
Epoch 388/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3299 - accuracy: 0.8668
Epoch 389/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3299 - accuracy: 0.8681
Epoch 390/500
450/450 [==============================] - 0s 843us/step - loss: 0.3301 - accuracy: 0.8647
Epoch 391/500
450/450 [==============================] - 0s 853us/step - loss: 0.3303 - accuracy: 0.8653
Epoch 392/500
450/450 [==============================] - 0s 947us/step - loss: 0.3298 - accuracy: 0.8672
Epoch 393/500
450/450 [==============================] - 0s 758us/step - loss: 0.3303 - accuracy: 0.8651
Epoch 394/500
450/450 [==============================] - 0s 814us/step - loss: 0.3298 - accuracy: 0.8672
Epoch 395/500
450/450 [==============================] - 0s 746us/step - loss: 0.3298 - accuracy: 0.8664
Epoch 396/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3299 - accuracy: 0.8660
Epoch 397/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3300 - accuracy: 0.8662
Epoch 398/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8651
Epoch 399/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3303 - accuracy: 0.8662
Epoch 400/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8658
Epoch 401/500
450/450 [==============================] - 0s 768us/step - loss: 0.3298 - accuracy: 0.8660
Epoch 402/500
450/450 [==============================] - 0s 833us/step - loss: 0.3299 - accuracy: 0.8669
Epoch 403/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3301 - accuracy: 0.8676
Epoch 404/500
450/450 [==============================] - 0s 843us/step - loss: 0.3306 - accuracy: 0.8665
Epoch 405/500
450/450 [==============================] - 0s 780us/step - loss: 0.3302 - accuracy: 0.8669
Epoch 406/500
450/450 [==============================] - 0s 831us/step - loss: 0.3301 - accuracy: 0.8658
Epoch 407/500
450/450 [==============================] - 0s 832us/step - loss: 0.3299 - accuracy: 0.8664
Epoch 408/500
450/450 [==============================] - 0s 932us/step - loss: 0.3300 - accuracy: 0.8671
Epoch 409/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3298 - accuracy: 0.8674
Epoch 410/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3300 - accuracy: 0.8656
Epoch 411/500
450/450 [==============================] - 0s 762us/step - loss: 0.3297 - accuracy: 0.8675
Epoch 412/500
450/450 [==============================] - 0s 803us/step - loss: 0.3304 - accuracy: 0.8651
Epoch 413/500
450/450 [==============================] - 0s 874us/step - loss: 0.3295 - accuracy: 0.8664
Epoch 414/500
450/450 [==============================] - 0s 867us/step - loss: 0.3302 - accuracy: 0.8660
Epoch 415/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3296 - accuracy: 0.8661: 0s - loss: 0.3312 - accu
Epoch 416/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3295 - accuracy: 0.8674
Epoch 417/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3298 - accuracy: 0.8656
Epoch 418/500
450/450 [==============================] - 0s 760us/step - loss: 0.3299 - accuracy: 0.8657
Epoch 419/500
450/450 [==============================] - 0s 921us/step - loss: 0.3300 - accuracy: 0.8672
Epoch 420/500
450/450 [==============================] - 0s 862us/step - loss: 0.3297 - accuracy: 0.8660
Epoch 421/500
450/450 [==============================] - 0s 740us/step - loss: 0.3296 - accuracy: 0.8671
Epoch 422/500
450/450 [==============================] - 0s 730us/step - loss: 0.3300 - accuracy: 0.8657
Epoch 423/500
450/450 [==============================] - 0s 749us/step - loss: 0.3299 - accuracy: 0.8651
Epoch 424/500
450/450 [==============================] - 0s 731us/step - loss: 0.3294 - accuracy: 0.8667
Epoch 425/500
450/450 [==============================] - 0s 739us/step - loss: 0.3299 - accuracy: 0.8669
Epoch 426/500
450/450 [==============================] - 0s 730us/step - loss: 0.3299 - accuracy: 0.8650
Epoch 427/500
450/450 [==============================] - 0s 727us/step - loss: 0.3299 - accuracy: 0.8671
Epoch 428/500
450/450 [==============================] - 0s 738us/step - loss: 0.3299 - accuracy: 0.8649
Epoch 429/500
450/450 [==============================] - 0s 947us/step - loss: 0.3300 - accuracy: 0.8649
Epoch 430/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8662
Epoch 431/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3297 - accuracy: 0.8664
Epoch 432/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3298 - accuracy: 0.8679
Epoch 433/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3299 - accuracy: 0.8661
Epoch 434/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3300 - accuracy: 0.8658: 0s - loss: 0.3381 -
Epoch 435/500
450/450 [==============================] - 0s 783us/step - loss: 0.3297 - accuracy: 0.8657
Epoch 436/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8661
Epoch 437/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3298 - accuracy: 0.8646
Epoch 438/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3300 - accuracy: 0.8667
Epoch 439/500
450/450 [==============================] - 0s 977us/step - loss: 0.3297 - accuracy: 0.8667
Epoch 440/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3297 - accuracy: 0.8662
Epoch 441/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3295 - accuracy: 0.8653
Epoch 442/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3299 - accuracy: 0.8665
Epoch 443/500
450/450 [==============================] - 0s 769us/step - loss: 0.3296 - accuracy: 0.8681
Epoch 444/500
450/450 [==============================] - 0s 755us/step - loss: 0.3300 - accuracy: 0.8660
Epoch 445/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3299 - accuracy: 0.8660
Epoch 446/500
450/450 [==============================] - 0s 969us/step - loss: 0.3299 - accuracy: 0.8665
Epoch 447/500
450/450 [==============================] - 0s 904us/step - loss: 0.3297 - accuracy: 0.8658
Epoch 448/500
450/450 [==============================] - 0s 862us/step - loss: 0.3294 - accuracy: 0.8667
Epoch 449/500
450/450 [==============================] - 0s 869us/step - loss: 0.3299 - accuracy: 0.8674
Epoch 450/500
450/450 [==============================] - 0s 774us/step - loss: 0.3298 - accuracy: 0.8653
Epoch 451/500
450/450 [==============================] - 0s 805us/step - loss: 0.3296 - accuracy: 0.8658
Epoch 452/500
450/450 [==============================] - 0s 821us/step - loss: 0.3295 - accuracy: 0.8669
Epoch 453/500
450/450 [==============================] - 0s 825us/step - loss: 0.3296 - accuracy: 0.8671
Epoch 454/500
450/450 [==============================] - 0s 795us/step - loss: 0.3298 - accuracy: 0.8664
Epoch 455/500
450/450 [==============================] - 0s 793us/step - loss: 0.3294 - accuracy: 0.8653
Epoch 456/500
450/450 [==============================] - 0s 764us/step - loss: 0.3291 - accuracy: 0.8669
Epoch 457/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3298 - accuracy: 0.8664
Epoch 458/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3294 - accuracy: 0.8657
Epoch 459/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3292 - accuracy: 0.8660
Epoch 460/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3295 - accuracy: 0.8665
Epoch 461/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3300 - accuracy: 0.8662
Epoch 462/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3293 - accuracy: 0.8651
Epoch 463/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3291 - accuracy: 0.8660
Epoch 464/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3295 - accuracy: 0.8660
Epoch 465/500
450/450 [==============================] - 2s 3ms/step - loss: 0.3294 - accuracy: 0.8660: 0s - loss: 0.3241 - accuracy
Epoch 466/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3297 - accuracy: 0.8669: 0s - loss: 0.3271 - accu
Epoch 467/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3296 - accuracy: 0.8667
Epoch 468/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3297 - accuracy: 0.8667
Epoch 469/500
450/450 [==============================] - 2s 5ms/step - loss: 0.3291 - accuracy: 0.8667
Epoch 470/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3294 - accuracy: 0.8660: 0s - loss:
Epoch 471/500
450/450 [==============================] - 0s 899us/step - loss: 0.3296 - accuracy: 0.8662
Epoch 472/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3287 - accuracy: 0.8669
Epoch 473/500
450/450 [==============================] - 0s 948us/step - loss: 0.3292 - accuracy: 0.8662
Epoch 474/500
450/450 [==============================] - 0s 807us/step - loss: 0.3289 - accuracy: 0.8678
Epoch 475/500
450/450 [==============================] - 0s 870us/step - loss: 0.3294 - accuracy: 0.8657
Epoch 476/500
450/450 [==============================] - 0s 806us/step - loss: 0.3292 - accuracy: 0.8675
Epoch 477/500
450/450 [==============================] - 0s 860us/step - loss: 0.3290 - accuracy: 0.8653
Epoch 478/500
450/450 [==============================] - 0s 946us/step - loss: 0.3297 - accuracy: 0.8656
Epoch 479/500
450/450 [==============================] - 0s 855us/step - loss: 0.3291 - accuracy: 0.8654
Epoch 480/500
450/450 [==============================] - 0s 970us/step - loss: 0.3292 - accuracy: 0.8674
Epoch 481/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3293 - accuracy: 0.8660: 0s - loss: 0.3280 - accuracy: 0.
Epoch 482/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3290 - accuracy: 0.8669
Epoch 483/500
450/450 [==============================] - 0s 776us/step - loss: 0.3292 - accuracy: 0.8671
Epoch 484/500
450/450 [==============================] - 0s 808us/step - loss: 0.3292 - accuracy: 0.8669
Epoch 485/500
450/450 [==============================] - 0s 832us/step - loss: 0.3288 - accuracy: 0.8651
Epoch 486/500
450/450 [==============================] - 0s 789us/step - loss: 0.3291 - accuracy: 0.8664
Epoch 487/500
450/450 [==============================] - 0s 810us/step - loss: 0.3293 - accuracy: 0.8669
Epoch 488/500
450/450 [==============================] - 0s 804us/step - loss: 0.3291 - accuracy: 0.86650s - loss: 0.3299 - accuracy: 0.86
Epoch 489/500
450/450 [==============================] - 0s 795us/step - loss: 0.3291 - accuracy: 0.8667
Epoch 490/500
450/450 [==============================] - 0s 805us/step - loss: 0.3289 - accuracy: 0.8672
Epoch 491/500
450/450 [==============================] - 0s 853us/step - loss: 0.3290 - accuracy: 0.8668
Epoch 492/500
450/450 [==============================] - 0s 892us/step - loss: 0.3290 - accuracy: 0.8668
Epoch 493/500
450/450 [==============================] - 0s 835us/step - loss: 0.3290 - accuracy: 0.8658
Epoch 494/500
450/450 [==============================] - 0s 776us/step - loss: 0.3288 - accuracy: 0.8656
Epoch 495/500
450/450 [==============================] - 0s 755us/step - loss: 0.3291 - accuracy: 0.8669
Epoch 496/500
450/450 [==============================] - 0s 779us/step - loss: 0.3288 - accuracy: 0.8657
Epoch 497/500
450/450 [==============================] - 0s 755us/step - loss: 0.3286 - accuracy: 0.8668
Epoch 498/500
450/450 [==============================] - 0s 772us/step - loss: 0.3291 - accuracy: 0.8662
Epoch 499/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3290 - accuracy: 0.8661
Epoch 500/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3287 - accuracy: 0.8687
Epoch 1/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5849 - accuracy: 0.7961
Epoch 2/500
450/450 [==============================] - 0s 811us/step - loss: 0.5165 - accuracy: 0.7978
Epoch 3/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5061 - accuracy: 0.7978
Epoch 4/500
450/450 [==============================] - 0s 955us/step - loss: 0.5041 - accuracy: 0.7978
Epoch 5/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5036 - accuracy: 0.7978
Epoch 6/500
450/450 [==============================] - 0s 881us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 7/500
450/450 [==============================] - 0s 844us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 8/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 9/500
450/450 [==============================] - 0s 823us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 10/500
450/450 [==============================] - 0s 784us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 11/500
450/450 [==============================] - 0s 765us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 12/500
450/450 [==============================] - 0s 765us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 13/500
450/450 [==============================] - 0s 883us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 14/500
450/450 [==============================] - 0s 891us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 15/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 16/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 17/500
450/450 [==============================] - 0s 916us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 18/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 19/500
450/450 [==============================] - 0s 858us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 20/500
450/450 [==============================] - 0s 849us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 21/500
450/450 [==============================] - 0s 778us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 22/500
450/450 [==============================] - 0s 947us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 23/500
450/450 [==============================] - 0s 845us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 24/500
450/450 [==============================] - 0s 943us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 25/500
450/450 [==============================] - 0s 936us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 26/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 27/500
450/450 [==============================] - 0s 860us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 28/500
450/450 [==============================] - 0s 954us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 29/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 30/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 31/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 32/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 33/500
450/450 [==============================] - 0s 888us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 34/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 35/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 36/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 37/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 38/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 39/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 40/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 41/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 42/500
450/450 [==============================] - 2s 5ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 43/500
450/450 [==============================] - 2s 5ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 44/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 45/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 46/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 47/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 48/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 49/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 50/500
450/450 [==============================] - 2s 4ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 51/500
450/450 [==============================] - 2s 3ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 52/500
450/450 [==============================] - 2s 5ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 53/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5033 - accuracy: 0.7978
Epoch 54/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5033 - accuracy: 0.7978
Epoch 55/500
450/450 [==============================] - 2s 4ms/step - loss: 0.5033 - accuracy: 0.7978
Epoch 56/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5032 - accuracy: 0.7978
Epoch 57/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5032 - accuracy: 0.7978
Epoch 58/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5031 - accuracy: 0.7978
Epoch 59/500
450/450 [==============================] - 0s 784us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 60/500
450/450 [==============================] - 0s 731us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 61/500
450/450 [==============================] - 0s 747us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 62/500
450/450 [==============================] - 0s 810us/step - loss: 0.5025 - accuracy: 0.7978
Epoch 63/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7978
Epoch 64/500
450/450 [==============================] - 0s 898us/step - loss: 0.5017 - accuracy: 0.7978
Epoch 65/500
450/450 [==============================] - 0s 809us/step - loss: 0.5009 - accuracy: 0.7978
Epoch 66/500
450/450 [==============================] - 0s 956us/step - loss: 0.4997 - accuracy: 0.7978
Epoch 67/500
450/450 [==============================] - 0s 946us/step - loss: 0.4976 - accuracy: 0.7978
Epoch 68/500
450/450 [==============================] - 0s 856us/step - loss: 0.4937 - accuracy: 0.7978
Epoch 69/500
450/450 [==============================] - 0s 814us/step - loss: 0.4867 - accuracy: 0.7978
Epoch 70/500
450/450 [==============================] - 0s 959us/step - loss: 0.4749 - accuracy: 0.7978
Epoch 71/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4606 - accuracy: 0.7975
Epoch 72/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.8007
Epoch 73/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.8069
Epoch 74/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4394 - accuracy: 0.8081
Epoch 75/500
450/450 [==============================] - 0s 980us/step - loss: 0.4366 - accuracy: 0.8122
Epoch 76/500
450/450 [==============================] - 0s 931us/step - loss: 0.4343 - accuracy: 0.8133
Epoch 77/500
450/450 [==============================] - 0s 928us/step - loss: 0.4327 - accuracy: 0.8150
Epoch 78/500
450/450 [==============================] - 0s 843us/step - loss: 0.4310 - accuracy: 0.8165
Epoch 79/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4294 - accuracy: 0.8185
Epoch 80/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.8197
Epoch 81/500
450/450 [==============================] - 0s 946us/step - loss: 0.4265 - accuracy: 0.8199
Epoch 82/500
450/450 [==============================] - 0s 829us/step - loss: 0.4249 - accuracy: 0.8221
Epoch 83/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8238
Epoch 84/500
450/450 [==============================] - 0s 813us/step - loss: 0.4217 - accuracy: 0.8260
Epoch 85/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4202 - accuracy: 0.8276
Epoch 86/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4187 - accuracy: 0.8292
Epoch 87/500
450/450 [==============================] - 0s 958us/step - loss: 0.4169 - accuracy: 0.8308
Epoch 88/500
450/450 [==============================] - 0s 772us/step - loss: 0.4158 - accuracy: 0.8325
Epoch 89/500
450/450 [==============================] - 0s 894us/step - loss: 0.4145 - accuracy: 0.8338
Epoch 90/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4133 - accuracy: 0.8344
Epoch 91/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4119 - accuracy: 0.8350
Epoch 92/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4109 - accuracy: 0.8346
Epoch 93/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4103 - accuracy: 0.8358
Epoch 94/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4093 - accuracy: 0.8347
Epoch 95/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4082 - accuracy: 0.8357
Epoch 96/500
450/450 [==============================] - 0s 906us/step - loss: 0.4078 - accuracy: 0.8350
Epoch 97/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4072 - accuracy: 0.8360
Epoch 98/500
450/450 [==============================] - 0s 856us/step - loss: 0.4066 - accuracy: 0.8367
Epoch 99/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4058 - accuracy: 0.8360
Epoch 100/500
450/450 [==============================] - 0s 836us/step - loss: 0.4058 - accuracy: 0.8363
Epoch 101/500
450/450 [==============================] - 0s 990us/step - loss: 0.4051 - accuracy: 0.8347
Epoch 102/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4048 - accuracy: 0.8353
Epoch 103/500
450/450 [==============================] - 0s 879us/step - loss: 0.4041 - accuracy: 0.8350
Epoch 104/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4038 - accuracy: 0.8343
Epoch 105/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4037 - accuracy: 0.8368
Epoch 106/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4030 - accuracy: 0.8344
Epoch 107/500
450/450 [==============================] - 0s 986us/step - loss: 0.4033 - accuracy: 0.8358
Epoch 108/500
450/450 [==============================] - 0s 933us/step - loss: 0.4030 - accuracy: 0.8360
Epoch 109/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4026 - accuracy: 0.8344
Epoch 110/500
450/450 [==============================] - 0s 834us/step - loss: 0.4027 - accuracy: 0.8360
Epoch 111/500
450/450 [==============================] - 0s 967us/step - loss: 0.4021 - accuracy: 0.8350
Epoch 112/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4023 - accuracy: 0.8338
Epoch 113/500
450/450 [==============================] - 0s 876us/step - loss: 0.4024 - accuracy: 0.8343
Epoch 114/500
450/450 [==============================] - 0s 883us/step - loss: 0.4020 - accuracy: 0.8342
Epoch 115/500
450/450 [==============================] - 0s 818us/step - loss: 0.4019 - accuracy: 0.8349
Epoch 116/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4019 - accuracy: 0.8360
Epoch 117/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8350
Epoch 118/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4015 - accuracy: 0.8342
Epoch 119/500
450/450 [==============================] - 0s 898us/step - loss: 0.4015 - accuracy: 0.8357
Epoch 120/500
450/450 [==============================] - 0s 778us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 121/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8358
Epoch 122/500
450/450 [==============================] - 0s 738us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 123/500
450/450 [==============================] - 0s 749us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 124/500
450/450 [==============================] - 0s 814us/step - loss: 0.4000 - accuracy: 0.8363
Epoch 125/500
450/450 [==============================] - 0s 891us/step - loss: 0.4001 - accuracy: 0.8349
Epoch 126/500
450/450 [==============================] - 0s 801us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 127/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8353
Epoch 128/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8360
Epoch 129/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8376
Epoch 130/500
450/450 [==============================] - 0s 975us/step - loss: 0.3990 - accuracy: 0.8372
Epoch 131/500
450/450 [==============================] - 0s 811us/step - loss: 0.3995 - accuracy: 0.8363
Epoch 132/500
450/450 [==============================] - 0s 821us/step - loss: 0.3989 - accuracy: 0.83560s - loss: 0.3983 - accuracy: 0.
Epoch 133/500
450/450 [==============================] - 0s 761us/step - loss: 0.3988 - accuracy: 0.8363
Epoch 134/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3987 - accuracy: 0.8367
Epoch 135/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8363
Epoch 136/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3984 - accuracy: 0.8368
Epoch 137/500
450/450 [==============================] - 0s 900us/step - loss: 0.3985 - accuracy: 0.8374
Epoch 138/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3979 - accuracy: 0.8361: 0s - loss: 0.3966 - accuracy
Epoch 139/500
450/450 [==============================] - 0s 941us/step - loss: 0.3972 - accuracy: 0.8374
Epoch 140/500
450/450 [==============================] - 0s 935us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 141/500
450/450 [==============================] - 0s 884us/step - loss: 0.3973 - accuracy: 0.8369
Epoch 142/500
450/450 [==============================] - 0s 814us/step - loss: 0.3976 - accuracy: 0.8365
Epoch 143/500
450/450 [==============================] - 0s 772us/step - loss: 0.3970 - accuracy: 0.8357
Epoch 144/500
450/450 [==============================] - 0s 746us/step - loss: 0.3972 - accuracy: 0.8347
Epoch 145/500
450/450 [==============================] - 0s 819us/step - loss: 0.3970 - accuracy: 0.8358
Epoch 146/500
450/450 [==============================] - 0s 801us/step - loss: 0.3966 - accuracy: 0.8374
Epoch 147/500
450/450 [==============================] - 0s 737us/step - loss: 0.3971 - accuracy: 0.8378
Epoch 148/500
450/450 [==============================] - 0s 744us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 149/500
450/450 [==============================] - 0s 757us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 150/500
450/450 [==============================] - 0s 756us/step - loss: 0.3963 - accuracy: 0.8374
Epoch 151/500
450/450 [==============================] - 0s 942us/step - loss: 0.3962 - accuracy: 0.8378
Epoch 152/500
450/450 [==============================] - 0s 859us/step - loss: 0.3963 - accuracy: 0.8350
Epoch 153/500
450/450 [==============================] - 0s 932us/step - loss: 0.3963 - accuracy: 0.8378
Epoch 154/500
450/450 [==============================] - 0s 753us/step - loss: 0.3959 - accuracy: 0.8364
Epoch 155/500
450/450 [==============================] - 0s 782us/step - loss: 0.3957 - accuracy: 0.8372
Epoch 156/500
450/450 [==============================] - 0s 802us/step - loss: 0.3958 - accuracy: 0.8371
Epoch 157/500
450/450 [==============================] - 0s 799us/step - loss: 0.3958 - accuracy: 0.8365
Epoch 158/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3958 - accuracy: 0.8364
Epoch 159/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8356
Epoch 160/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3961 - accuracy: 0.8371: 0s
Epoch 161/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8378
Epoch 162/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3956 - accuracy: 0.8379
Epoch 163/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8372
Epoch 164/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3953 - accuracy: 0.8374
Epoch 165/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8356
Epoch 166/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8388
Epoch 167/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3956 - accuracy: 0.8365
Epoch 168/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8357
Epoch 169/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3956 - accuracy: 0.8374
Epoch 170/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3954 - accuracy: 0.8368
Epoch 171/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3957 - accuracy: 0.8376
Epoch 172/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3955 - accuracy: 0.8360
Epoch 173/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3953 - accuracy: 0.8369
Epoch 174/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3952 - accuracy: 0.8353
Epoch 175/500
450/450 [==============================] - 0s 824us/step - loss: 0.3950 - accuracy: 0.8367
Epoch 176/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3952 - accuracy: 0.8364
Epoch 177/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8372
Epoch 178/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8371
Epoch 179/500
450/450 [==============================] - 0s 830us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 180/500
450/450 [==============================] - 0s 765us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 181/500
450/450 [==============================] - 0s 772us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 182/500
450/450 [==============================] - 0s 753us/step - loss: 0.3946 - accuracy: 0.8360
Epoch 183/500
450/450 [==============================] - 0s 760us/step - loss: 0.3947 - accuracy: 0.8354
Epoch 184/500
450/450 [==============================] - 0s 760us/step - loss: 0.3942 - accuracy: 0.8367
Epoch 185/500
450/450 [==============================] - 0s 763us/step - loss: 0.3941 - accuracy: 0.8369
Epoch 186/500
450/450 [==============================] - 0s 753us/step - loss: 0.3943 - accuracy: 0.8365
Epoch 187/500
450/450 [==============================] - 0s 845us/step - loss: 0.3934 - accuracy: 0.8363
Epoch 188/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3938 - accuracy: 0.8367: 0s - loss: 0.3888 - accuracy: 0.83
Epoch 189/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3938 - accuracy: 0.8346
Epoch 190/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3941 - accuracy: 0.8361
Epoch 191/500
450/450 [==============================] - 0s 963us/step - loss: 0.3940 - accuracy: 0.8353
Epoch 192/500
450/450 [==============================] - 0s 959us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 193/500
450/450 [==============================] - 0s 775us/step - loss: 0.3935 - accuracy: 0.8360
Epoch 194/500
450/450 [==============================] - 0s 817us/step - loss: 0.3933 - accuracy: 0.8363
Epoch 195/500
450/450 [==============================] - 0s 756us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 196/500
450/450 [==============================] - 0s 767us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 197/500
450/450 [==============================] - 0s 764us/step - loss: 0.3937 - accuracy: 0.8369
Epoch 198/500
450/450 [==============================] - 0s 766us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 199/500
450/450 [==============================] - 0s 757us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 200/500
450/450 [==============================] - 0s 750us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 201/500
450/450 [==============================] - 0s 758us/step - loss: 0.3930 - accuracy: 0.8365
Epoch 202/500
450/450 [==============================] - 0s 769us/step - loss: 0.3927 - accuracy: 0.8367
Epoch 203/500
450/450 [==============================] - 0s 741us/step - loss: 0.3934 - accuracy: 0.8351
Epoch 204/500
450/450 [==============================] - 0s 762us/step - loss: 0.3933 - accuracy: 0.8365
Epoch 205/500
450/450 [==============================] - 0s 768us/step - loss: 0.3927 - accuracy: 0.8365
Epoch 206/500
450/450 [==============================] - 0s 737us/step - loss: 0.3924 - accuracy: 0.8350
Epoch 207/500
450/450 [==============================] - 0s 754us/step - loss: 0.3929 - accuracy: 0.8364
Epoch 208/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3926 - accuracy: 0.8358
Epoch 209/500
450/450 [==============================] - 0s 925us/step - loss: 0.3927 - accuracy: 0.8368
Epoch 210/500
450/450 [==============================] - 0s 799us/step - loss: 0.3925 - accuracy: 0.8356
Epoch 211/500
450/450 [==============================] - 0s 768us/step - loss: 0.3922 - accuracy: 0.8357
Epoch 212/500
450/450 [==============================] - 0s 764us/step - loss: 0.3924 - accuracy: 0.8367
Epoch 213/500
450/450 [==============================] - 0s 776us/step - loss: 0.3925 - accuracy: 0.8364
Epoch 214/500
450/450 [==============================] - 0s 752us/step - loss: 0.3918 - accuracy: 0.8357
Epoch 215/500
450/450 [==============================] - 0s 755us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 216/500
450/450 [==============================] - 0s 778us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 217/500
450/450 [==============================] - 0s 739us/step - loss: 0.3924 - accuracy: 0.8354
Epoch 218/500
450/450 [==============================] - 0s 775us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 219/500
450/450 [==============================] - 0s 842us/step - loss: 0.3918 - accuracy: 0.8365
Epoch 220/500
450/450 [==============================] - 0s 814us/step - loss: 0.3922 - accuracy: 0.8383
Epoch 221/500
450/450 [==============================] - 0s 825us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 222/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3919 - accuracy: 0.8374
Epoch 223/500
450/450 [==============================] - 0s 767us/step - loss: 0.3921 - accuracy: 0.8381
Epoch 224/500
450/450 [==============================] - 0s 885us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 225/500
450/450 [==============================] - 0s 758us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 226/500
450/450 [==============================] - 0s 750us/step - loss: 0.3917 - accuracy: 0.8372
Epoch 227/500
450/450 [==============================] - 0s 758us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 228/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8374
Epoch 229/500
450/450 [==============================] - 0s 774us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 230/500
450/450 [==============================] - 0s 963us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 231/500
450/450 [==============================] - 0s 762us/step - loss: 0.3917 - accuracy: 0.8376
Epoch 232/500
450/450 [==============================] - 0s 945us/step - loss: 0.3918 - accuracy: 0.8368
Epoch 233/500
450/450 [==============================] - 0s 775us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 234/500
450/450 [==============================] - 0s 776us/step - loss: 0.3916 - accuracy: 0.8368
Epoch 235/500
450/450 [==============================] - 0s 739us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 236/500
450/450 [==============================] - 0s 782us/step - loss: 0.3912 - accuracy: 0.8393
Epoch 237/500
450/450 [==============================] - 0s 767us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 238/500
450/450 [==============================] - 0s 745us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 239/500
450/450 [==============================] - 0s 771us/step - loss: 0.3910 - accuracy: 0.8400
Epoch 240/500
450/450 [==============================] - 0s 754us/step - loss: 0.3915 - accuracy: 0.8378
Epoch 241/500
450/450 [==============================] - 0s 761us/step - loss: 0.3911 - accuracy: 0.8375
Epoch 242/500
450/450 [==============================] - 0s 754us/step - loss: 0.3912 - accuracy: 0.8375
Epoch 243/500
450/450 [==============================] - 0s 764us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 244/500
450/450 [==============================] - 0s 758us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 245/500
450/450 [==============================] - 0s 757us/step - loss: 0.3911 - accuracy: 0.8369
Epoch 246/500
450/450 [==============================] - 0s 756us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 247/500
450/450 [==============================] - 0s 737us/step - loss: 0.3910 - accuracy: 0.8397
Epoch 248/500
450/450 [==============================] - 0s 754us/step - loss: 0.3910 - accuracy: 0.8381
Epoch 249/500
450/450 [==============================] - 0s 767us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 250/500
450/450 [==============================] - 0s 741us/step - loss: 0.3912 - accuracy: 0.8403
Epoch 251/500
450/450 [==============================] - 0s 749us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 252/500
450/450 [==============================] - 0s 894us/step - loss: 0.3910 - accuracy: 0.8399
Epoch 253/500
450/450 [==============================] - 0s 754us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 254/500
450/450 [==============================] - 0s 760us/step - loss: 0.3909 - accuracy: 0.8379
Epoch 255/500
450/450 [==============================] - 0s 767us/step - loss: 0.3908 - accuracy: 0.8378
Epoch 256/500
450/450 [==============================] - 0s 743us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 257/500
450/450 [==============================] - 0s 758us/step - loss: 0.3910 - accuracy: 0.8382
Epoch 258/500
450/450 [==============================] - 0s 775us/step - loss: 0.3910 - accuracy: 0.8386
Epoch 259/500
450/450 [==============================] - 0s 746us/step - loss: 0.3911 - accuracy: 0.8371
Epoch 260/500
450/450 [==============================] - 0s 755us/step - loss: 0.3910 - accuracy: 0.8388
Epoch 261/500
450/450 [==============================] - 0s 771us/step - loss: 0.3910 - accuracy: 0.8381
Epoch 262/500
450/450 [==============================] - 0s 763us/step - loss: 0.3910 - accuracy: 0.8400
Epoch 263/500
450/450 [==============================] - 0s 885us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 264/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8390
Epoch 265/500
450/450 [==============================] - 0s 770us/step - loss: 0.3904 - accuracy: 0.8406
Epoch 266/500
450/450 [==============================] - 0s 846us/step - loss: 0.3910 - accuracy: 0.8381
Epoch 267/500
450/450 [==============================] - 0s 739us/step - loss: 0.3909 - accuracy: 0.8382
Epoch 268/500
450/450 [==============================] - 0s 768us/step - loss: 0.3908 - accuracy: 0.8378
Epoch 269/500
450/450 [==============================] - 0s 765us/step - loss: 0.3910 - accuracy: 0.8371
Epoch 270/500
450/450 [==============================] - 0s 743us/step - loss: 0.3905 - accuracy: 0.8379
Epoch 271/500
450/450 [==============================] - 0s 933us/step - loss: 0.3908 - accuracy: 0.83850s - loss: 0.3910 - accuracy: 0.
Epoch 272/500
450/450 [==============================] - 0s 953us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 273/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3906 - accuracy: 0.8382
Epoch 274/500
450/450 [==============================] - 0s 761us/step - loss: 0.3909 - accuracy: 0.8382
Epoch 275/500
450/450 [==============================] - 0s 802us/step - loss: 0.3909 - accuracy: 0.8394
Epoch 276/500
450/450 [==============================] - 0s 763us/step - loss: 0.3908 - accuracy: 0.8383
Epoch 277/500
450/450 [==============================] - 0s 741us/step - loss: 0.3908 - accuracy: 0.8390
Epoch 278/500
450/450 [==============================] - 0s 758us/step - loss: 0.3905 - accuracy: 0.8397
Epoch 279/500
450/450 [==============================] - 0s 767us/step - loss: 0.3907 - accuracy: 0.8397
Epoch 280/500
450/450 [==============================] - 0s 751us/step - loss: 0.3907 - accuracy: 0.8386
Epoch 281/500
450/450 [==============================] - 0s 741us/step - loss: 0.3906 - accuracy: 0.8376
Epoch 282/500
450/450 [==============================] - 0s 737us/step - loss: 0.3905 - accuracy: 0.8397
Epoch 283/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8394
Epoch 284/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3905 - accuracy: 0.8385
Epoch 285/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3905 - accuracy: 0.8382
Epoch 286/500
450/450 [==============================] - 0s 759us/step - loss: 0.3905 - accuracy: 0.8390
Epoch 287/500
450/450 [==============================] - 0s 950us/step - loss: 0.3905 - accuracy: 0.8376
Epoch 288/500
450/450 [==============================] - 0s 882us/step - loss: 0.3905 - accuracy: 0.8382
Epoch 289/500
450/450 [==============================] - 0s 868us/step - loss: 0.3906 - accuracy: 0.8401
Epoch 290/500
450/450 [==============================] - 0s 778us/step - loss: 0.3898 - accuracy: 0.8406
Epoch 291/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8393
Epoch 292/500
450/450 [==============================] - 0s 773us/step - loss: 0.3900 - accuracy: 0.8379
Epoch 293/500
450/450 [==============================] - 0s 900us/step - loss: 0.3905 - accuracy: 0.8400
Epoch 294/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8394
Epoch 295/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8389
Epoch 296/500
450/450 [==============================] - 0s 758us/step - loss: 0.3901 - accuracy: 0.8385
Epoch 297/500
450/450 [==============================] - 0s 814us/step - loss: 0.3904 - accuracy: 0.8403
Epoch 298/500
450/450 [==============================] - 0s 756us/step - loss: 0.3905 - accuracy: 0.8378
Epoch 299/500
450/450 [==============================] - 0s 775us/step - loss: 0.3902 - accuracy: 0.8392
Epoch 300/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8379
Epoch 301/500
450/450 [==============================] - 0s 769us/step - loss: 0.3902 - accuracy: 0.8407
Epoch 302/500
450/450 [==============================] - 0s 822us/step - loss: 0.3905 - accuracy: 0.8381
Epoch 303/500
450/450 [==============================] - 0s 889us/step - loss: 0.3902 - accuracy: 0.8386
Epoch 304/500
450/450 [==============================] - 0s 919us/step - loss: 0.3902 - accuracy: 0.8410
Epoch 305/500
450/450 [==============================] - 0s 838us/step - loss: 0.3902 - accuracy: 0.8410
Epoch 306/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3904 - accuracy: 0.8394
Epoch 307/500
450/450 [==============================] - 0s 819us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 308/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3903 - accuracy: 0.8378
Epoch 309/500
450/450 [==============================] - 0s 761us/step - loss: 0.3904 - accuracy: 0.8406
Epoch 310/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3903 - accuracy: 0.8406
Epoch 311/500
450/450 [==============================] - 0s 754us/step - loss: 0.3896 - accuracy: 0.8413
Epoch 312/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8378
Epoch 313/500
450/450 [==============================] - 0s 777us/step - loss: 0.3903 - accuracy: 0.8389
Epoch 314/500
450/450 [==============================] - 0s 827us/step - loss: 0.3902 - accuracy: 0.8369
Epoch 315/500
450/450 [==============================] - 0s 761us/step - loss: 0.3903 - accuracy: 0.8401
Epoch 316/500
450/450 [==============================] - 0s 821us/step - loss: 0.3905 - accuracy: 0.8385
Epoch 317/500
450/450 [==============================] - 0s 767us/step - loss: 0.3904 - accuracy: 0.8401
Epoch 318/500
450/450 [==============================] - 0s 753us/step - loss: 0.3902 - accuracy: 0.8376
Epoch 319/500
450/450 [==============================] - 0s 773us/step - loss: 0.3903 - accuracy: 0.8385
Epoch 320/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3907 - accuracy: 0.8392
Epoch 321/500
450/450 [==============================] - 0s 744us/step - loss: 0.3904 - accuracy: 0.8394
Epoch 322/500
450/450 [==============================] - 0s 808us/step - loss: 0.3901 - accuracy: 0.8378
Epoch 323/500
450/450 [==============================] - 0s 753us/step - loss: 0.3905 - accuracy: 0.8375
Epoch 324/500
450/450 [==============================] - 0s 748us/step - loss: 0.3899 - accuracy: 0.8388
Epoch 325/500
450/450 [==============================] - 0s 747us/step - loss: 0.3907 - accuracy: 0.8386
Epoch 326/500
450/450 [==============================] - 0s 764us/step - loss: 0.3904 - accuracy: 0.8372
Epoch 327/500
450/450 [==============================] - 0s 754us/step - loss: 0.3902 - accuracy: 0.8393
Epoch 328/500
450/450 [==============================] - 0s 757us/step - loss: 0.3903 - accuracy: 0.8385
Epoch 329/500
450/450 [==============================] - 0s 917us/step - loss: 0.3902 - accuracy: 0.8369
Epoch 330/500
450/450 [==============================] - 0s 959us/step - loss: 0.3903 - accuracy: 0.8400
Epoch 331/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3900 - accuracy: 0.8379
Epoch 332/500
450/450 [==============================] - 0s 819us/step - loss: 0.3903 - accuracy: 0.8399
Epoch 333/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3901 - accuracy: 0.8393
Epoch 334/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3900 - accuracy: 0.8389
Epoch 335/500
450/450 [==============================] - 0s 817us/step - loss: 0.3898 - accuracy: 0.8385
Epoch 336/500
450/450 [==============================] - 0s 843us/step - loss: 0.3898 - accuracy: 0.8375
Epoch 337/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3903 - accuracy: 0.8386
Epoch 338/500
450/450 [==============================] - 0s 764us/step - loss: 0.3903 - accuracy: 0.8393
Epoch 339/500
450/450 [==============================] - 0s 828us/step - loss: 0.3899 - accuracy: 0.8394
Epoch 340/500
450/450 [==============================] - 0s 744us/step - loss: 0.3897 - accuracy: 0.8399
Epoch 341/500
450/450 [==============================] - 0s 868us/step - loss: 0.3901 - accuracy: 0.8369
Epoch 342/500
450/450 [==============================] - 0s 842us/step - loss: 0.3903 - accuracy: 0.8376
Epoch 343/500
450/450 [==============================] - 0s 912us/step - loss: 0.3901 - accuracy: 0.8396
Epoch 344/500
450/450 [==============================] - 0s 876us/step - loss: 0.3902 - accuracy: 0.8392
Epoch 345/500
450/450 [==============================] - 0s 845us/step - loss: 0.3900 - accuracy: 0.8401
Epoch 346/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3900 - accuracy: 0.8388
Epoch 347/500
450/450 [==============================] - 0s 863us/step - loss: 0.3898 - accuracy: 0.8401
Epoch 348/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3902 - accuracy: 0.8385
Epoch 349/500
450/450 [==============================] - 0s 765us/step - loss: 0.3898 - accuracy: 0.8389
Epoch 350/500
450/450 [==============================] - 0s 753us/step - loss: 0.3897 - accuracy: 0.8390
Epoch 351/500
450/450 [==============================] - 0s 758us/step - loss: 0.3899 - accuracy: 0.8376
Epoch 352/500
450/450 [==============================] - 0s 756us/step - loss: 0.3895 - accuracy: 0.8386
Epoch 353/500
450/450 [==============================] - 0s 756us/step - loss: 0.3902 - accuracy: 0.8394
Epoch 354/500
450/450 [==============================] - 0s 860us/step - loss: 0.3897 - accuracy: 0.8389
Epoch 355/500
450/450 [==============================] - 0s 899us/step - loss: 0.3899 - accuracy: 0.8388
Epoch 356/500
450/450 [==============================] - 0s 815us/step - loss: 0.3902 - accuracy: 0.8379
Epoch 357/500
450/450 [==============================] - 0s 792us/step - loss: 0.3899 - accuracy: 0.8388
Epoch 358/500
450/450 [==============================] - 0s 874us/step - loss: 0.3902 - accuracy: 0.8389
Epoch 359/500
450/450 [==============================] - 0s 802us/step - loss: 0.3902 - accuracy: 0.8381
Epoch 360/500
450/450 [==============================] - 0s 820us/step - loss: 0.3897 - accuracy: 0.8400
Epoch 361/500
450/450 [==============================] - 0s 818us/step - loss: 0.3898 - accuracy: 0.8393
Epoch 362/500
450/450 [==============================] - 0s 820us/step - loss: 0.3898 - accuracy: 0.8385
Epoch 363/500
450/450 [==============================] - 0s 780us/step - loss: 0.3900 - accuracy: 0.8385
Epoch 364/500
450/450 [==============================] - 0s 789us/step - loss: 0.3901 - accuracy: 0.8394
Epoch 365/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8378
Epoch 366/500
450/450 [==============================] - 0s 795us/step - loss: 0.3898 - accuracy: 0.8390
Epoch 367/500
450/450 [==============================] - 0s 814us/step - loss: 0.3904 - accuracy: 0.8382
Epoch 368/500
450/450 [==============================] - 0s 821us/step - loss: 0.3899 - accuracy: 0.8385
Epoch 369/500
450/450 [==============================] - 0s 745us/step - loss: 0.3901 - accuracy: 0.8394
Epoch 370/500
450/450 [==============================] - 0s 818us/step - loss: 0.3897 - accuracy: 0.8407
Epoch 371/500
450/450 [==============================] - 0s 805us/step - loss: 0.3901 - accuracy: 0.8388
Epoch 372/500
450/450 [==============================] - 0s 800us/step - loss: 0.3899 - accuracy: 0.8393
Epoch 373/500
450/450 [==============================] - 0s 779us/step - loss: 0.3897 - accuracy: 0.8401
Epoch 374/500
450/450 [==============================] - 0s 772us/step - loss: 0.3902 - accuracy: 0.8392
Epoch 375/500
450/450 [==============================] - 0s 808us/step - loss: 0.3901 - accuracy: 0.8397
Epoch 376/500
450/450 [==============================] - 0s 876us/step - loss: 0.3896 - accuracy: 0.8394
Epoch 377/500
450/450 [==============================] - 0s 795us/step - loss: 0.3898 - accuracy: 0.8397
Epoch 378/500
450/450 [==============================] - 0s 810us/step - loss: 0.3901 - accuracy: 0.8379
Epoch 379/500
450/450 [==============================] - 0s 792us/step - loss: 0.3896 - accuracy: 0.8406
Epoch 380/500
450/450 [==============================] - 0s 780us/step - loss: 0.3903 - accuracy: 0.8390
Epoch 381/500
450/450 [==============================] - 0s 794us/step - loss: 0.3895 - accuracy: 0.8396
Epoch 382/500
450/450 [==============================] - 0s 773us/step - loss: 0.3898 - accuracy: 0.8396
Epoch 383/500
450/450 [==============================] - 0s 773us/step - loss: 0.3903 - accuracy: 0.8393
Epoch 384/500
450/450 [==============================] - 0s 794us/step - loss: 0.3891 - accuracy: 0.8403
Epoch 385/500
450/450 [==============================] - 0s 789us/step - loss: 0.3900 - accuracy: 0.8406
Epoch 386/500
450/450 [==============================] - 0s 765us/step - loss: 0.3899 - accuracy: 0.8393
Epoch 387/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3897 - accuracy: 0.8381
Epoch 388/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3899 - accuracy: 0.8392
Epoch 389/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8389
Epoch 390/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3900 - accuracy: 0.8388
Epoch 391/500
450/450 [==============================] - 0s 933us/step - loss: 0.3900 - accuracy: 0.8375
Epoch 392/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3899 - accuracy: 0.8399
Epoch 393/500
450/450 [==============================] - 0s 956us/step - loss: 0.3897 - accuracy: 0.8393
Epoch 394/500
450/450 [==============================] - 0s 922us/step - loss: 0.3900 - accuracy: 0.8389
Epoch 395/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3897 - accuracy: 0.8406
Epoch 396/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8401
Epoch 397/500
450/450 [==============================] - 0s 876us/step - loss: 0.3894 - accuracy: 0.8390
Epoch 398/500
450/450 [==============================] - 0s 848us/step - loss: 0.3900 - accuracy: 0.8378
Epoch 399/500
450/450 [==============================] - 0s 831us/step - loss: 0.3901 - accuracy: 0.8396
Epoch 400/500
450/450 [==============================] - 0s 922us/step - loss: 0.3897 - accuracy: 0.8383
Epoch 401/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8394
Epoch 402/500
450/450 [==============================] - 0s 878us/step - loss: 0.3896 - accuracy: 0.8385
Epoch 403/500
450/450 [==============================] - 0s 944us/step - loss: 0.3896 - accuracy: 0.8392
Epoch 404/500
450/450 [==============================] - 0s 844us/step - loss: 0.3896 - accuracy: 0.8401
Epoch 405/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3899 - accuracy: 0.8389
Epoch 406/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3899 - accuracy: 0.8400: 0s - loss: 0.3909 - accu
Epoch 407/500
450/450 [==============================] - 0s 970us/step - loss: 0.3896 - accuracy: 0.8401
Epoch 408/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3898 - accuracy: 0.8397
Epoch 409/500
450/450 [==============================] - 0s 805us/step - loss: 0.3898 - accuracy: 0.8401
Epoch 410/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3892 - accuracy: 0.8396
Epoch 411/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3902 - accuracy: 0.8396
Epoch 412/500
450/450 [==============================] - 0s 810us/step - loss: 0.3901 - accuracy: 0.8397
Epoch 413/500
450/450 [==============================] - 0s 859us/step - loss: 0.3896 - accuracy: 0.8393
Epoch 414/500
450/450 [==============================] - 0s 750us/step - loss: 0.3895 - accuracy: 0.8383
Epoch 415/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3892 - accuracy: 0.8388: 0s - loss: 0.3915 - accuracy: 0.
Epoch 416/500
450/450 [==============================] - 0s 885us/step - loss: 0.3899 - accuracy: 0.8401
Epoch 417/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3894 - accuracy: 0.8376
Epoch 418/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8385
Epoch 419/500
450/450 [==============================] - 0s 798us/step - loss: 0.3893 - accuracy: 0.8403
Epoch 420/500
450/450 [==============================] - 0s 901us/step - loss: 0.3899 - accuracy: 0.8378
Epoch 421/500
450/450 [==============================] - 0s 889us/step - loss: 0.3895 - accuracy: 0.8383
Epoch 422/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3899 - accuracy: 0.8388: 0s - loss: 0.3993
Epoch 423/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3896 - accuracy: 0.8410
Epoch 424/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3899 - accuracy: 0.8383: 0s - loss: 0.3841 -
Epoch 425/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3897 - accuracy: 0.8385
Epoch 426/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3896 - accuracy: 0.8361
Epoch 427/500
450/450 [==============================] - 0s 868us/step - loss: 0.3896 - accuracy: 0.8389
Epoch 428/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3895 - accuracy: 0.8393: 0s - los
Epoch 429/500
450/450 [==============================] - 0s 980us/step - loss: 0.3898 - accuracy: 0.8392
Epoch 430/500
450/450 [==============================] - 0s 981us/step - loss: 0.3894 - accuracy: 0.8396
Epoch 431/500
450/450 [==============================] - 0s 864us/step - loss: 0.3901 - accuracy: 0.8388
Epoch 432/500
450/450 [==============================] - 0s 974us/step - loss: 0.3897 - accuracy: 0.8393
Epoch 433/500
450/450 [==============================] - 0s 985us/step - loss: 0.3893 - accuracy: 0.8386
Epoch 434/500
450/450 [==============================] - 0s 811us/step - loss: 0.3893 - accuracy: 0.8394
Epoch 435/500
450/450 [==============================] - 0s 750us/step - loss: 0.3896 - accuracy: 0.8378
Epoch 436/500
450/450 [==============================] - 0s 879us/step - loss: 0.3896 - accuracy: 0.8382
Epoch 437/500
450/450 [==============================] - 0s 871us/step - loss: 0.3898 - accuracy: 0.8397
Epoch 438/500
450/450 [==============================] - 0s 764us/step - loss: 0.3895 - accuracy: 0.8382
Epoch 439/500
450/450 [==============================] - 0s 800us/step - loss: 0.3895 - accuracy: 0.8396
Epoch 440/500
450/450 [==============================] - 0s 817us/step - loss: 0.3894 - accuracy: 0.8410
Epoch 441/500
450/450 [==============================] - 0s 765us/step - loss: 0.3891 - accuracy: 0.8392
Epoch 442/500
450/450 [==============================] - 0s 781us/step - loss: 0.3898 - accuracy: 0.8390
Epoch 443/500
450/450 [==============================] - 0s 769us/step - loss: 0.3897 - accuracy: 0.8386
Epoch 444/500
450/450 [==============================] - 0s 856us/step - loss: 0.3894 - accuracy: 0.8378
Epoch 445/500
450/450 [==============================] - 0s 777us/step - loss: 0.3897 - accuracy: 0.8396
Epoch 446/500
450/450 [==============================] - 0s 806us/step - loss: 0.3892 - accuracy: 0.8399
Epoch 447/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3898 - accuracy: 0.8397
Epoch 448/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3895 - accuracy: 0.8396
Epoch 449/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3894 - accuracy: 0.8388
Epoch 450/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3895 - accuracy: 0.8401
Epoch 451/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3893 - accuracy: 0.8406
Epoch 452/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3898 - accuracy: 0.8394: 0s - l
Epoch 453/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3892 - accuracy: 0.8400
Epoch 454/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3894 - accuracy: 0.8383
Epoch 455/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3897 - accuracy: 0.8400
Epoch 456/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3894 - accuracy: 0.8399
Epoch 457/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8385
Epoch 458/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3896 - accuracy: 0.8383
Epoch 459/500
450/450 [==============================] - 0s 939us/step - loss: 0.3899 - accuracy: 0.8399
Epoch 460/500
450/450 [==============================] - 0s 862us/step - loss: 0.3898 - accuracy: 0.8399
Epoch 461/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8388
Epoch 462/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3892 - accuracy: 0.8394
Epoch 463/500
450/450 [==============================] - 0s 801us/step - loss: 0.3897 - accuracy: 0.8399
Epoch 464/500
450/450 [==============================] - 0s 795us/step - loss: 0.3894 - accuracy: 0.8404
Epoch 465/500
450/450 [==============================] - 0s 856us/step - loss: 0.3897 - accuracy: 0.8390
Epoch 466/500
450/450 [==============================] - 0s 902us/step - loss: 0.3892 - accuracy: 0.8394
Epoch 467/500
450/450 [==============================] - 0s 749us/step - loss: 0.3896 - accuracy: 0.8392
Epoch 468/500
450/450 [==============================] - 0s 862us/step - loss: 0.3899 - accuracy: 0.8383
Epoch 469/500
450/450 [==============================] - 0s 901us/step - loss: 0.3895 - accuracy: 0.8406
Epoch 470/500
450/450 [==============================] - 0s 875us/step - loss: 0.3896 - accuracy: 0.8406
Epoch 471/500
450/450 [==============================] - 0s 787us/step - loss: 0.3898 - accuracy: 0.8397
Epoch 472/500
450/450 [==============================] - 0s 864us/step - loss: 0.3897 - accuracy: 0.8396
Epoch 473/500
450/450 [==============================] - 0s 875us/step - loss: 0.3893 - accuracy: 0.8393
Epoch 474/500
450/450 [==============================] - 0s 876us/step - loss: 0.3899 - accuracy: 0.8396
Epoch 475/500
450/450 [==============================] - 0s 776us/step - loss: 0.3898 - accuracy: 0.8379
Epoch 476/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3895 - accuracy: 0.8399
Epoch 477/500
450/450 [==============================] - 0s 871us/step - loss: 0.3892 - accuracy: 0.8400
Epoch 478/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8381
Epoch 479/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3891 - accuracy: 0.8369
Epoch 480/500
450/450 [==============================] - 0s 728us/step - loss: 0.3894 - accuracy: 0.8386
Epoch 481/500
450/450 [==============================] - 0s 768us/step - loss: 0.3897 - accuracy: 0.8378
Epoch 482/500
450/450 [==============================] - 0s 798us/step - loss: 0.3892 - accuracy: 0.8392
Epoch 483/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8403
Epoch 484/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8410
Epoch 485/500
450/450 [==============================] - 0s 788us/step - loss: 0.3894 - accuracy: 0.8386
Epoch 486/500
450/450 [==============================] - 0s 775us/step - loss: 0.3895 - accuracy: 0.8399
Epoch 487/500
450/450 [==============================] - 0s 767us/step - loss: 0.3892 - accuracy: 0.8385
Epoch 488/500
450/450 [==============================] - 0s 765us/step - loss: 0.3896 - accuracy: 0.8383
Epoch 489/500
450/450 [==============================] - ETA: 0s - loss: 0.3864 - accuracy: 0.83 - 1s 1ms/step - loss: 0.3891 - accuracy: 0.8364
Epoch 490/500
450/450 [==============================] - 0s 864us/step - loss: 0.3893 - accuracy: 0.8392
Epoch 491/500
450/450 [==============================] - 0s 812us/step - loss: 0.3896 - accuracy: 0.8388
Epoch 492/500
450/450 [==============================] - 0s 781us/step - loss: 0.3894 - accuracy: 0.8378
Epoch 493/500
450/450 [==============================] - 0s 750us/step - loss: 0.3893 - accuracy: 0.8408
Epoch 494/500
450/450 [==============================] - 0s 741us/step - loss: 0.3893 - accuracy: 0.8371
Epoch 495/500
450/450 [==============================] - 0s 747us/step - loss: 0.3896 - accuracy: 0.8381
Epoch 496/500
450/450 [==============================] - 0s 753us/step - loss: 0.3892 - accuracy: 0.8389
Epoch 497/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3890 - accuracy: 0.8379
Epoch 498/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8396
Epoch 499/500
450/450 [==============================] - 0s 735us/step - loss: 0.3891 - accuracy: 0.8382
Epoch 500/500
450/450 [==============================] - 0s 802us/step - loss: 0.3894 - accuracy: 0.8390
Epoch 1/500
450/450 [==============================] - 0s 756us/step - loss: 0.5876 - accuracy: 0.7936
Epoch 2/500
450/450 [==============================] - 0s 796us/step - loss: 0.5210 - accuracy: 0.7940
Epoch 3/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5110 - accuracy: 0.7940
Epoch 4/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5091 - accuracy: 0.7940
Epoch 5/500
450/450 [==============================] - 0s 743us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 6/500
450/450 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 7/500
450/450 [==============================] - 0s 824us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 8/500
450/450 [==============================] - 0s 864us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 9/500
450/450 [==============================] - 0s 733us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 10/500
450/450 [==============================] - 0s 737us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 11/500
450/450 [==============================] - 0s 724us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 12/500
450/450 [==============================] - 0s 727us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 13/500
450/450 [==============================] - 0s 730us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 14/500
450/450 [==============================] - 0s 976us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 15/500
450/450 [==============================] - 0s 934us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 16/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5085 - accuracy: 0.7940
Epoch 17/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5085 - accuracy: 0.7940
Epoch 18/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5085 - accuracy: 0.7940
Epoch 19/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5084 - accuracy: 0.7940
Epoch 20/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5084 - accuracy: 0.7940
Epoch 21/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5083 - accuracy: 0.7940
Epoch 22/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5083 - accuracy: 0.7940
Epoch 23/500
450/450 [==============================] - 0s 859us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 24/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5081 - accuracy: 0.7940
Epoch 25/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5079 - accuracy: 0.7940
Epoch 26/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5077 - accuracy: 0.7940: 0s - loss: 0.5101 - accuracy - ETA: 0s - loss: 0.5111 - accuracy
Epoch 27/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5074 - accuracy: 0.7940
Epoch 28/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5070 - accuracy: 0.7940
Epoch 29/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5064 - accuracy: 0.7940: 0s
Epoch 30/500
450/450 [==============================] - 0s 756us/step - loss: 0.5056 - accuracy: 0.7940
Epoch 31/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5045 - accuracy: 0.7940
Epoch 32/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5028 - accuracy: 0.7940
Epoch 33/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5004 - accuracy: 0.7940
Epoch 34/500
450/450 [==============================] - 0s 949us/step - loss: 0.4967 - accuracy: 0.7940
Epoch 35/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4912 - accuracy: 0.7940
Epoch 36/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4831 - accuracy: 0.7940: 0s - loss: 0.4732 - accu - ETA: 0s - loss: 0.4808 - accura
Epoch 37/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4720 - accuracy: 0.7940
Epoch 38/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4586 - accuracy: 0.7940
Epoch 39/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4455 - accuracy: 0.7942
Epoch 40/500
450/450 [==============================] - 0s 781us/step - loss: 0.4357 - accuracy: 0.7932
Epoch 41/500
450/450 [==============================] - 0s 852us/step - loss: 0.4288 - accuracy: 0.7910
Epoch 42/500
450/450 [==============================] - 0s 993us/step - loss: 0.4228 - accuracy: 0.7914
Epoch 43/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4161 - accuracy: 0.7992
Epoch 44/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4084 - accuracy: 0.8085
Epoch 45/500
450/450 [==============================] - 0s 779us/step - loss: 0.3998 - accuracy: 0.8214
Epoch 46/500
450/450 [==============================] - 0s 809us/step - loss: 0.3898 - accuracy: 0.8315
Epoch 47/500
450/450 [==============================] - 0s 749us/step - loss: 0.3803 - accuracy: 0.8432
Epoch 48/500
450/450 [==============================] - 0s 756us/step - loss: 0.3730 - accuracy: 0.8472
Epoch 49/500
450/450 [==============================] - 0s 857us/step - loss: 0.3679 - accuracy: 0.8492
Epoch 50/500
450/450 [==============================] - 0s 757us/step - loss: 0.3644 - accuracy: 0.8537
Epoch 51/500
450/450 [==============================] - 0s 758us/step - loss: 0.3614 - accuracy: 0.8553
Epoch 52/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3593 - accuracy: 0.8572
Epoch 53/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3573 - accuracy: 0.8567
Epoch 54/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3553 - accuracy: 0.8557
Epoch 55/500
450/450 [==============================] - 0s 876us/step - loss: 0.3543 - accuracy: 0.8568
Epoch 56/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3533 - accuracy: 0.8574
Epoch 57/500
450/450 [==============================] - 0s 958us/step - loss: 0.3519 - accuracy: 0.8578
Epoch 58/500
450/450 [==============================] - 0s 874us/step - loss: 0.3515 - accuracy: 0.8572
Epoch 59/500
450/450 [==============================] - 0s 999us/step - loss: 0.3511 - accuracy: 0.8587
Epoch 60/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3508 - accuracy: 0.8587
Epoch 61/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3500 - accuracy: 0.8569
Epoch 62/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3491 - accuracy: 0.8587
Epoch 63/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3486 - accuracy: 0.8596
Epoch 64/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3485 - accuracy: 0.8568
Epoch 65/500
450/450 [==============================] - 0s 808us/step - loss: 0.3476 - accuracy: 0.8586
Epoch 66/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3475 - accuracy: 0.8558
Epoch 67/500
450/450 [==============================] - 0s 766us/step - loss: 0.3460 - accuracy: 0.8589
Epoch 68/500
450/450 [==============================] - 0s 751us/step - loss: 0.3467 - accuracy: 0.8582
Epoch 69/500
450/450 [==============================] - 0s 762us/step - loss: 0.3464 - accuracy: 0.8592
Epoch 70/500
450/450 [==============================] - 0s 760us/step - loss: 0.3456 - accuracy: 0.8599
Epoch 71/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3449 - accuracy: 0.8589: 0s - loss: 0.3454 - accuracy:
Epoch 72/500
450/450 [==============================] - 0s 731us/step - loss: 0.3447 - accuracy: 0.8597
Epoch 73/500
450/450 [==============================] - 0s 784us/step - loss: 0.3441 - accuracy: 0.8583
Epoch 74/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3436 - accuracy: 0.8604
Epoch 75/500
450/450 [==============================] - 0s 718us/step - loss: 0.3441 - accuracy: 0.8575
Epoch 76/500
450/450 [==============================] - 0s 922us/step - loss: 0.3438 - accuracy: 0.8590
Epoch 77/500
450/450 [==============================] - 0s 940us/step - loss: 0.3436 - accuracy: 0.8600
Epoch 78/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3435 - accuracy: 0.8597
Epoch 79/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3430 - accuracy: 0.8590
Epoch 80/500
450/450 [==============================] - 0s 841us/step - loss: 0.3428 - accuracy: 0.8608
Epoch 81/500
450/450 [==============================] - 0s 786us/step - loss: 0.3431 - accuracy: 0.8600
Epoch 82/500
450/450 [==============================] - 0s 764us/step - loss: 0.3430 - accuracy: 0.8590
Epoch 83/500
450/450 [==============================] - 0s 819us/step - loss: 0.3424 - accuracy: 0.8590
Epoch 84/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3421 - accuracy: 0.8615
Epoch 85/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3422 - accuracy: 0.8599
Epoch 86/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3423 - accuracy: 0.8600
Epoch 87/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3414 - accuracy: 0.8594
Epoch 88/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3413 - accuracy: 0.8612
Epoch 89/500
450/450 [==============================] - 0s 857us/step - loss: 0.3417 - accuracy: 0.8603
Epoch 90/500
450/450 [==============================] - 0s 818us/step - loss: 0.3414 - accuracy: 0.8608
Epoch 91/500
450/450 [==============================] - 0s 875us/step - loss: 0.3412 - accuracy: 0.8597
Epoch 92/500
450/450 [==============================] - 0s 768us/step - loss: 0.3408 - accuracy: 0.8593
Epoch 93/500
450/450 [==============================] - 0s 740us/step - loss: 0.3408 - accuracy: 0.8594
Epoch 94/500
450/450 [==============================] - 0s 844us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 95/500
450/450 [==============================] - 0s 839us/step - loss: 0.3416 - accuracy: 0.8581
Epoch 96/500
450/450 [==============================] - 0s 853us/step - loss: 0.3408 - accuracy: 0.8583
Epoch 97/500
450/450 [==============================] - 0s 811us/step - loss: 0.3410 - accuracy: 0.8592
Epoch 98/500
450/450 [==============================] - 0s 820us/step - loss: 0.3412 - accuracy: 0.8617
Epoch 99/500
450/450 [==============================] - 0s 798us/step - loss: 0.3410 - accuracy: 0.8624
Epoch 100/500
450/450 [==============================] - 0s 920us/step - loss: 0.3406 - accuracy: 0.8593
Epoch 101/500
450/450 [==============================] - 0s 798us/step - loss: 0.3410 - accuracy: 0.8607
Epoch 102/500
450/450 [==============================] - 0s 798us/step - loss: 0.3401 - accuracy: 0.8601
Epoch 103/500
450/450 [==============================] - 0s 781us/step - loss: 0.3406 - accuracy: 0.8615
Epoch 104/500
450/450 [==============================] - 0s 955us/step - loss: 0.3410 - accuracy: 0.8599
Epoch 105/500
450/450 [==============================] - 0s 916us/step - loss: 0.3402 - accuracy: 0.8604
Epoch 106/500
450/450 [==============================] - 0s 875us/step - loss: 0.3410 - accuracy: 0.8621
Epoch 107/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3404 - accuracy: 0.8612
Epoch 108/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3405 - accuracy: 0.8608
Epoch 109/500
450/450 [==============================] - 0s 922us/step - loss: 0.3401 - accuracy: 0.8633
Epoch 110/500
450/450 [==============================] - 0s 949us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 111/500
450/450 [==============================] - 0s 880us/step - loss: 0.3407 - accuracy: 0.8600
Epoch 112/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3405 - accuracy: 0.8612
Epoch 113/500
450/450 [==============================] - 0s 916us/step - loss: 0.3409 - accuracy: 0.8606
Epoch 114/500
450/450 [==============================] - 0s 936us/step - loss: 0.3404 - accuracy: 0.8603
Epoch 115/500
450/450 [==============================] - 0s 866us/step - loss: 0.3402 - accuracy: 0.8612
Epoch 116/500
450/450 [==============================] - 0s 920us/step - loss: 0.3405 - accuracy: 0.8607
Epoch 117/500
450/450 [==============================] - 0s 876us/step - loss: 0.3409 - accuracy: 0.8619
Epoch 118/500
450/450 [==============================] - 0s 876us/step - loss: 0.3406 - accuracy: 0.8586
Epoch 119/500
450/450 [==============================] - 0s 945us/step - loss: 0.3397 - accuracy: 0.8618
Epoch 120/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3406 - accuracy: 0.8587
Epoch 121/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3400 - accuracy: 0.8590
Epoch 122/500
450/450 [==============================] - 0s 956us/step - loss: 0.3404 - accuracy: 0.8586
Epoch 123/500
450/450 [==============================] - 0s 959us/step - loss: 0.3395 - accuracy: 0.8621
Epoch 124/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3406 - accuracy: 0.8608
Epoch 125/500
450/450 [==============================] - 0s 913us/step - loss: 0.3404 - accuracy: 0.8612
Epoch 126/500
450/450 [==============================] - 0s 935us/step - loss: 0.3405 - accuracy: 0.8601
Epoch 127/500
450/450 [==============================] - 0s 922us/step - loss: 0.3398 - accuracy: 0.8592
Epoch 128/500
450/450 [==============================] - 0s 963us/step - loss: 0.3397 - accuracy: 0.8618
Epoch 129/500
450/450 [==============================] - 0s 881us/step - loss: 0.3404 - accuracy: 0.8601
Epoch 130/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3406 - accuracy: 0.8612: 0s - loss: 0.3
Epoch 131/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3400 - accuracy: 0.8618
Epoch 132/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3390 - accuracy: 0.8621
Epoch 133/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3408 - accuracy: 0.8615
Epoch 134/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3394 - accuracy: 0.8597: 0s - loss: 0.3387 - accuracy:
Epoch 135/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3401 - accuracy: 0.8601
Epoch 136/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3404 - accuracy: 0.8622
Epoch 137/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3401 - accuracy: 0.8597
Epoch 138/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3393 - accuracy: 0.8601
Epoch 139/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3400 - accuracy: 0.8597
Epoch 140/500
450/450 [==============================] - 0s 981us/step - loss: 0.3404 - accuracy: 0.8608
Epoch 141/500
450/450 [==============================] - 0s 946us/step - loss: 0.3400 - accuracy: 0.8596
Epoch 142/500
450/450 [==============================] - 0s 961us/step - loss: 0.3398 - accuracy: 0.8612
Epoch 143/500
450/450 [==============================] - 0s 904us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 144/500
450/450 [==============================] - 0s 937us/step - loss: 0.3397 - accuracy: 0.8606
Epoch 145/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3399 - accuracy: 0.8612
Epoch 146/500
450/450 [==============================] - 0s 822us/step - loss: 0.3397 - accuracy: 0.8590
Epoch 147/500
450/450 [==============================] - 0s 807us/step - loss: 0.3398 - accuracy: 0.8590
Epoch 148/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3404 - accuracy: 0.8607
Epoch 149/500
450/450 [==============================] - 0s 863us/step - loss: 0.3394 - accuracy: 0.8618
Epoch 150/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3395 - accuracy: 0.8608
Epoch 151/500
450/450 [==============================] - 0s 799us/step - loss: 0.3395 - accuracy: 0.8610
Epoch 152/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3399 - accuracy: 0.8606
Epoch 153/500
450/450 [==============================] - 0s 880us/step - loss: 0.3399 - accuracy: 0.8629
Epoch 154/500
450/450 [==============================] - 0s 769us/step - loss: 0.3396 - accuracy: 0.8629
Epoch 155/500
450/450 [==============================] - 0s 805us/step - loss: 0.3397 - accuracy: 0.8604
Epoch 156/500
450/450 [==============================] - 0s 771us/step - loss: 0.3399 - accuracy: 0.8608
Epoch 157/500
450/450 [==============================] - 0s 743us/step - loss: 0.3401 - accuracy: 0.8606
Epoch 158/500
450/450 [==============================] - 0s 769us/step - loss: 0.3396 - accuracy: 0.86280s - loss: 0.3404 - accuracy: 0.86
Epoch 159/500
450/450 [==============================] - 0s 784us/step - loss: 0.3391 - accuracy: 0.8625
Epoch 160/500
450/450 [==============================] - 0s 865us/step - loss: 0.3401 - accuracy: 0.8612
Epoch 161/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3390 - accuracy: 0.8621
Epoch 162/500
450/450 [==============================] - 0s 768us/step - loss: 0.3399 - accuracy: 0.8585
Epoch 163/500
450/450 [==============================] - 0s 915us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 164/500
450/450 [==============================] - 0s 799us/step - loss: 0.3395 - accuracy: 0.8608
Epoch 165/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3396 - accuracy: 0.8601
Epoch 166/500
450/450 [==============================] - 0s 782us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 167/500
450/450 [==============================] - 0s 799us/step - loss: 0.3394 - accuracy: 0.8625
Epoch 168/500
450/450 [==============================] - 0s 982us/step - loss: 0.3394 - accuracy: 0.8607
Epoch 169/500
450/450 [==============================] - 0s 810us/step - loss: 0.3399 - accuracy: 0.8601
Epoch 170/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3399 - accuracy: 0.8589
Epoch 171/500
450/450 [==============================] - 0s 766us/step - loss: 0.3396 - accuracy: 0.8604
Epoch 172/500
450/450 [==============================] - 0s 793us/step - loss: 0.3400 - accuracy: 0.8636
Epoch 173/500
450/450 [==============================] - 0s 807us/step - loss: 0.3398 - accuracy: 0.8593
Epoch 174/500
450/450 [==============================] - 0s 788us/step - loss: 0.3395 - accuracy: 0.8614
Epoch 175/500
450/450 [==============================] - 0s 738us/step - loss: 0.3395 - accuracy: 0.8611
Epoch 176/500
450/450 [==============================] - 0s 739us/step - loss: 0.3393 - accuracy: 0.8612
Epoch 177/500
450/450 [==============================] - 0s 771us/step - loss: 0.3387 - accuracy: 0.8612
Epoch 178/500
450/450 [==============================] - 0s 739us/step - loss: 0.3395 - accuracy: 0.8621
Epoch 179/500
450/450 [==============================] - 0s 834us/step - loss: 0.3396 - accuracy: 0.8621
Epoch 180/500
450/450 [==============================] - 0s 779us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 181/500
450/450 [==============================] - 0s 755us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 182/500
450/450 [==============================] - 0s 754us/step - loss: 0.3393 - accuracy: 0.8626
Epoch 183/500
450/450 [==============================] - 0s 763us/step - loss: 0.3393 - accuracy: 0.8606
Epoch 184/500
450/450 [==============================] - 0s 763us/step - loss: 0.3395 - accuracy: 0.8617
Epoch 185/500
450/450 [==============================] - 0s 743us/step - loss: 0.3392 - accuracy: 0.8631
Epoch 186/500
450/450 [==============================] - 0s 753us/step - loss: 0.3394 - accuracy: 0.8619
Epoch 187/500
450/450 [==============================] - 0s 737us/step - loss: 0.3396 - accuracy: 0.8604
Epoch 188/500
450/450 [==============================] - 0s 767us/step - loss: 0.3392 - accuracy: 0.8621
Epoch 189/500
450/450 [==============================] - 0s 741us/step - loss: 0.3391 - accuracy: 0.8594
Epoch 190/500
450/450 [==============================] - 0s 737us/step - loss: 0.3392 - accuracy: 0.8599
Epoch 191/500
450/450 [==============================] - 0s 740us/step - loss: 0.3393 - accuracy: 0.8585
Epoch 192/500
450/450 [==============================] - 0s 763us/step - loss: 0.3391 - accuracy: 0.8604
Epoch 193/500
450/450 [==============================] - 0s 833us/step - loss: 0.3389 - accuracy: 0.8597
Epoch 194/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3387 - accuracy: 0.8608
Epoch 195/500
450/450 [==============================] - 0s 830us/step - loss: 0.3380 - accuracy: 0.8614
Epoch 196/500
450/450 [==============================] - 0s 741us/step - loss: 0.3380 - accuracy: 0.8619
Epoch 197/500
450/450 [==============================] - 0s 840us/step - loss: 0.3376 - accuracy: 0.8629
Epoch 198/500
450/450 [==============================] - 0s 744us/step - loss: 0.3380 - accuracy: 0.8631
Epoch 199/500
450/450 [==============================] - 0s 761us/step - loss: 0.3378 - accuracy: 0.86000s - loss: 0.3357 - accuracy: 0.
Epoch 200/500
450/450 [==============================] - 0s 737us/step - loss: 0.3374 - accuracy: 0.8604
Epoch 201/500
450/450 [==============================] - 0s 742us/step - loss: 0.3374 - accuracy: 0.8617
Epoch 202/500
450/450 [==============================] - 0s 831us/step - loss: 0.3367 - accuracy: 0.8637
Epoch 203/500
450/450 [==============================] - 0s 774us/step - loss: 0.3372 - accuracy: 0.8618
Epoch 204/500
450/450 [==============================] - 0s 741us/step - loss: 0.3361 - accuracy: 0.8611
Epoch 205/500
450/450 [==============================] - 0s 804us/step - loss: 0.3359 - accuracy: 0.8615
Epoch 206/500
450/450 [==============================] - 0s 754us/step - loss: 0.3369 - accuracy: 0.8631
Epoch 207/500
450/450 [==============================] - 0s 753us/step - loss: 0.3360 - accuracy: 0.8629
Epoch 208/500
450/450 [==============================] - 0s 764us/step - loss: 0.3358 - accuracy: 0.8644
Epoch 209/500
450/450 [==============================] - 0s 756us/step - loss: 0.3366 - accuracy: 0.8626
Epoch 210/500
450/450 [==============================] - 0s 741us/step - loss: 0.3360 - accuracy: 0.8628
Epoch 211/500
450/450 [==============================] - 0s 749us/step - loss: 0.3363 - accuracy: 0.8629
Epoch 212/500
450/450 [==============================] - 0s 783us/step - loss: 0.3354 - accuracy: 0.8622
Epoch 213/500
450/450 [==============================] - 0s 750us/step - loss: 0.3360 - accuracy: 0.8606
Epoch 214/500
450/450 [==============================] - 0s 764us/step - loss: 0.3358 - accuracy: 0.8643
Epoch 215/500
450/450 [==============================] - 0s 744us/step - loss: 0.3355 - accuracy: 0.8644
Epoch 216/500
450/450 [==============================] - 0s 869us/step - loss: 0.3355 - accuracy: 0.8626
Epoch 217/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3351 - accuracy: 0.8632
Epoch 218/500
450/450 [==============================] - 0s 935us/step - loss: 0.3351 - accuracy: 0.8635
Epoch 219/500
450/450 [==============================] - 0s 904us/step - loss: 0.3352 - accuracy: 0.8615
Epoch 220/500
450/450 [==============================] - 0s 853us/step - loss: 0.3349 - accuracy: 0.8656
Epoch 221/500
450/450 [==============================] - 0s 849us/step - loss: 0.3350 - accuracy: 0.8628
Epoch 222/500
450/450 [==============================] - 0s 860us/step - loss: 0.3346 - accuracy: 0.8639
Epoch 223/500
450/450 [==============================] - 0s 849us/step - loss: 0.3349 - accuracy: 0.8612
Epoch 224/500
450/450 [==============================] - 0s 874us/step - loss: 0.3343 - accuracy: 0.8624
Epoch 225/500
450/450 [==============================] - 0s 830us/step - loss: 0.3345 - accuracy: 0.8633
Epoch 226/500
450/450 [==============================] - 0s 852us/step - loss: 0.3345 - accuracy: 0.8624
Epoch 227/500
450/450 [==============================] - 0s 812us/step - loss: 0.3346 - accuracy: 0.8631
Epoch 228/500
450/450 [==============================] - 0s 995us/step - loss: 0.3347 - accuracy: 0.8629
Epoch 229/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8631
Epoch 230/500
450/450 [==============================] - 0s 887us/step - loss: 0.3346 - accuracy: 0.8626
Epoch 231/500
450/450 [==============================] - 0s 858us/step - loss: 0.3342 - accuracy: 0.8618
Epoch 232/500
450/450 [==============================] - 0s 843us/step - loss: 0.3343 - accuracy: 0.8644
Epoch 233/500
450/450 [==============================] - 0s 901us/step - loss: 0.3336 - accuracy: 0.8633
Epoch 234/500
450/450 [==============================] - 0s 960us/step - loss: 0.3344 - accuracy: 0.8636
Epoch 235/500
450/450 [==============================] - 0s 952us/step - loss: 0.3340 - accuracy: 0.8626
Epoch 236/500
450/450 [==============================] - 0s 941us/step - loss: 0.3345 - accuracy: 0.8622
Epoch 237/500
450/450 [==============================] - 0s 878us/step - loss: 0.3340 - accuracy: 0.8629
Epoch 238/500
450/450 [==============================] - 0s 776us/step - loss: 0.3340 - accuracy: 0.8632
Epoch 239/500
450/450 [==============================] - 0s 778us/step - loss: 0.3340 - accuracy: 0.8647
Epoch 240/500
450/450 [==============================] - 0s 764us/step - loss: 0.3334 - accuracy: 0.8618
Epoch 241/500
450/450 [==============================] - 0s 779us/step - loss: 0.3334 - accuracy: 0.8640
Epoch 242/500
450/450 [==============================] - 0s 764us/step - loss: 0.3336 - accuracy: 0.8637
Epoch 243/500
450/450 [==============================] - 0s 786us/step - loss: 0.3336 - accuracy: 0.8614
Epoch 244/500
450/450 [==============================] - 0s 806us/step - loss: 0.3339 - accuracy: 0.8625
Epoch 245/500
450/450 [==============================] - 0s 793us/step - loss: 0.3335 - accuracy: 0.8628
Epoch 246/500
450/450 [==============================] - 0s 770us/step - loss: 0.3335 - accuracy: 0.8633
Epoch 247/500
450/450 [==============================] - 0s 779us/step - loss: 0.3334 - accuracy: 0.8615
Epoch 248/500
450/450 [==============================] - 0s 772us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 249/500
450/450 [==============================] - 0s 865us/step - loss: 0.3332 - accuracy: 0.8654
Epoch 250/500
450/450 [==============================] - 0s 974us/step - loss: 0.3337 - accuracy: 0.8637
Epoch 251/500
450/450 [==============================] - 0s 980us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 252/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3333 - accuracy: 0.8649
Epoch 253/500
450/450 [==============================] - 0s 971us/step - loss: 0.3337 - accuracy: 0.8635
Epoch 254/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3331 - accuracy: 0.8636: 0s - loss: 0.3302 - ac
Epoch 255/500
450/450 [==============================] - 0s 897us/step - loss: 0.3332 - accuracy: 0.8612
Epoch 256/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3338 - accuracy: 0.8628
Epoch 257/500
450/450 [==============================] - 0s 858us/step - loss: 0.3336 - accuracy: 0.86290s - loss: 0.3330 - accuracy: 0.
Epoch 258/500
450/450 [==============================] - 0s 855us/step - loss: 0.3333 - accuracy: 0.8637
Epoch 259/500
450/450 [==============================] - 0s 843us/step - loss: 0.3334 - accuracy: 0.8626
Epoch 260/500
450/450 [==============================] - 0s 829us/step - loss: 0.3333 - accuracy: 0.8635
Epoch 261/500
450/450 [==============================] - 0s 883us/step - loss: 0.3333 - accuracy: 0.8642
Epoch 262/500
450/450 [==============================] - 0s 938us/step - loss: 0.3333 - accuracy: 0.8626
Epoch 263/500
450/450 [==============================] - 0s 918us/step - loss: 0.3336 - accuracy: 0.8657
Epoch 264/500
450/450 [==============================] - 0s 903us/step - loss: 0.3333 - accuracy: 0.8618
Epoch 265/500
450/450 [==============================] - 0s 870us/step - loss: 0.3335 - accuracy: 0.8636
Epoch 266/500
450/450 [==============================] - 0s 862us/step - loss: 0.3328 - accuracy: 0.8628
Epoch 267/500
450/450 [==============================] - 0s 850us/step - loss: 0.3337 - accuracy: 0.8635
Epoch 268/500
450/450 [==============================] - 0s 886us/step - loss: 0.3334 - accuracy: 0.8628
Epoch 269/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3333 - accuracy: 0.8624
Epoch 270/500
450/450 [==============================] - 0s 928us/step - loss: 0.3331 - accuracy: 0.8632
Epoch 271/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3331 - accuracy: 0.8635
Epoch 272/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3330 - accuracy: 0.8632
Epoch 273/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3332 - accuracy: 0.8649
Epoch 274/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3332 - accuracy: 0.8632
Epoch 275/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3334 - accuracy: 0.8629
Epoch 276/500
450/450 [==============================] - 0s 754us/step - loss: 0.3327 - accuracy: 0.8649
Epoch 277/500
450/450 [==============================] - 0s 744us/step - loss: 0.3330 - accuracy: 0.8622
Epoch 278/500
450/450 [==============================] - 0s 741us/step - loss: 0.3336 - accuracy: 0.8654
Epoch 279/500
450/450 [==============================] - 0s 775us/step - loss: 0.3328 - accuracy: 0.8625
Epoch 280/500
450/450 [==============================] - 0s 778us/step - loss: 0.3332 - accuracy: 0.8632
Epoch 281/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3331 - accuracy: 0.8629
Epoch 282/500
450/450 [==============================] - 0s 761us/step - loss: 0.3324 - accuracy: 0.8628
Epoch 283/500
450/450 [==============================] - 0s 772us/step - loss: 0.3330 - accuracy: 0.8658
Epoch 284/500
450/450 [==============================] - 0s 836us/step - loss: 0.3326 - accuracy: 0.8644
Epoch 285/500
450/450 [==============================] - 0s 854us/step - loss: 0.3334 - accuracy: 0.8632
Epoch 286/500
450/450 [==============================] - 0s 797us/step - loss: 0.3328 - accuracy: 0.8631
Epoch 287/500
450/450 [==============================] - 0s 881us/step - loss: 0.3328 - accuracy: 0.8636
Epoch 288/500
450/450 [==============================] - 0s 858us/step - loss: 0.3329 - accuracy: 0.8653
Epoch 289/500
450/450 [==============================] - 0s 847us/step - loss: 0.3323 - accuracy: 0.8650
Epoch 290/500
450/450 [==============================] - 0s 801us/step - loss: 0.3333 - accuracy: 0.8644
Epoch 291/500
450/450 [==============================] - 0s 780us/step - loss: 0.3326 - accuracy: 0.8637
Epoch 292/500
450/450 [==============================] - 0s 857us/step - loss: 0.3329 - accuracy: 0.8644
Epoch 293/500
450/450 [==============================] - 0s 760us/step - loss: 0.3328 - accuracy: 0.8637
Epoch 294/500
450/450 [==============================] - 0s 765us/step - loss: 0.3323 - accuracy: 0.8625
Epoch 295/500
450/450 [==============================] - 0s 764us/step - loss: 0.3329 - accuracy: 0.8647
Epoch 296/500
450/450 [==============================] - 0s 777us/step - loss: 0.3325 - accuracy: 0.8628
Epoch 297/500
450/450 [==============================] - 0s 754us/step - loss: 0.3325 - accuracy: 0.8633
Epoch 298/500
450/450 [==============================] - 0s 813us/step - loss: 0.3331 - accuracy: 0.8646
Epoch 299/500
450/450 [==============================] - 0s 755us/step - loss: 0.3328 - accuracy: 0.8635
Epoch 300/500
450/450 [==============================] - 0s 752us/step - loss: 0.3332 - accuracy: 0.8643
Epoch 301/500
450/450 [==============================] - 0s 762us/step - loss: 0.3328 - accuracy: 0.8642
Epoch 302/500
450/450 [==============================] - 0s 760us/step - loss: 0.3330 - accuracy: 0.8640
Epoch 303/500
450/450 [==============================] - 0s 747us/step - loss: 0.3326 - accuracy: 0.8647
Epoch 304/500
450/450 [==============================] - 0s 781us/step - loss: 0.3329 - accuracy: 0.8657
Epoch 305/500
450/450 [==============================] - 0s 756us/step - loss: 0.3326 - accuracy: 0.8632
Epoch 306/500
450/450 [==============================] - 0s 776us/step - loss: 0.3324 - accuracy: 0.8637
Epoch 307/500
450/450 [==============================] - 0s 758us/step - loss: 0.3331 - accuracy: 0.8644
Epoch 308/500
450/450 [==============================] - 0s 748us/step - loss: 0.3330 - accuracy: 0.8647
Epoch 309/500
450/450 [==============================] - 0s 770us/step - loss: 0.3332 - accuracy: 0.8633
Epoch 310/500
450/450 [==============================] - 0s 830us/step - loss: 0.3324 - accuracy: 0.8626
Epoch 311/500
450/450 [==============================] - 0s 846us/step - loss: 0.3328 - accuracy: 0.8631
Epoch 312/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3327 - accuracy: 0.8642
Epoch 313/500
450/450 [==============================] - 0s 944us/step - loss: 0.3324 - accuracy: 0.8647
Epoch 314/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3330 - accuracy: 0.8643
Epoch 315/500
450/450 [==============================] - 0s 930us/step - loss: 0.3326 - accuracy: 0.8644
Epoch 316/500
450/450 [==============================] - 0s 960us/step - loss: 0.3326 - accuracy: 0.8646
Epoch 317/500
450/450 [==============================] - 0s 894us/step - loss: 0.3325 - accuracy: 0.8643
Epoch 318/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3328 - accuracy: 0.8637
Epoch 319/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3324 - accuracy: 0.8649
Epoch 320/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3327 - accuracy: 0.8628
Epoch 321/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3321 - accuracy: 0.8646
Epoch 322/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3324 - accuracy: 0.8635
Epoch 323/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3325 - accuracy: 0.8631
Epoch 324/500
450/450 [==============================] - 0s 940us/step - loss: 0.3328 - accuracy: 0.8653
Epoch 325/500
450/450 [==============================] - 0s 940us/step - loss: 0.3329 - accuracy: 0.8661
Epoch 326/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3327 - accuracy: 0.8642
Epoch 327/500
450/450 [==============================] - 0s 875us/step - loss: 0.3327 - accuracy: 0.8637
Epoch 328/500
450/450 [==============================] - 0s 892us/step - loss: 0.3326 - accuracy: 0.8626
Epoch 329/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8651
Epoch 330/500
450/450 [==============================] - 0s 844us/step - loss: 0.3325 - accuracy: 0.8657
Epoch 331/500
450/450 [==============================] - 0s 897us/step - loss: 0.3326 - accuracy: 0.8649
Epoch 332/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3327 - accuracy: 0.8635
Epoch 333/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3323 - accuracy: 0.8649
Epoch 334/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8643
Epoch 335/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3328 - accuracy: 0.8650
Epoch 336/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3323 - accuracy: 0.8639
Epoch 337/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3323 - accuracy: 0.8651
Epoch 338/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3328 - accuracy: 0.8629
Epoch 339/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3321 - accuracy: 0.8654
Epoch 340/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3323 - accuracy: 0.8650
Epoch 341/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3326 - accuracy: 0.8651: 0s - loss: 0.3307 - accu
Epoch 342/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8657
Epoch 343/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3325 - accuracy: 0.8635
Epoch 344/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3326 - accuracy: 0.8647
Epoch 345/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3325 - accuracy: 0.8629
Epoch 346/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3327 - accuracy: 0.8642
Epoch 347/500
450/450 [==============================] - 0s 940us/step - loss: 0.3326 - accuracy: 0.8640
Epoch 348/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3326 - accuracy: 0.8628
Epoch 349/500
450/450 [==============================] - 0s 939us/step - loss: 0.3326 - accuracy: 0.8646
Epoch 350/500
450/450 [==============================] - 0s 928us/step - loss: 0.3325 - accuracy: 0.8633
Epoch 351/500
450/450 [==============================] - 0s 941us/step - loss: 0.3327 - accuracy: 0.8631
Epoch 352/500
450/450 [==============================] - 0s 952us/step - loss: 0.3320 - accuracy: 0.8631
Epoch 353/500
450/450 [==============================] - 0s 921us/step - loss: 0.3327 - accuracy: 0.8646
Epoch 354/500
450/450 [==============================] - 0s 929us/step - loss: 0.3328 - accuracy: 0.8642
Epoch 355/500
450/450 [==============================] - 0s 918us/step - loss: 0.3328 - accuracy: 0.8651
Epoch 356/500
450/450 [==============================] - 0s 917us/step - loss: 0.3328 - accuracy: 0.8643
Epoch 357/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8635
Epoch 358/500
450/450 [==============================] - 0s 858us/step - loss: 0.3327 - accuracy: 0.8628
Epoch 359/500
450/450 [==============================] - 0s 847us/step - loss: 0.3324 - accuracy: 0.8644
Epoch 360/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3325 - accuracy: 0.8637
Epoch 361/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3324 - accuracy: 0.8644
Epoch 362/500
450/450 [==============================] - 0s 851us/step - loss: 0.3320 - accuracy: 0.8631
Epoch 363/500
450/450 [==============================] - 0s 747us/step - loss: 0.3329 - accuracy: 0.8631
Epoch 364/500
450/450 [==============================] - 0s 832us/step - loss: 0.3320 - accuracy: 0.8636
Epoch 365/500
450/450 [==============================] - 0s 755us/step - loss: 0.3320 - accuracy: 0.8642
Epoch 366/500
450/450 [==============================] - 0s 736us/step - loss: 0.3322 - accuracy: 0.8642
Epoch 367/500
450/450 [==============================] - 0s 746us/step - loss: 0.3327 - accuracy: 0.8624
Epoch 368/500
450/450 [==============================] - 0s 762us/step - loss: 0.3325 - accuracy: 0.8633
Epoch 369/500
450/450 [==============================] - 0s 741us/step - loss: 0.3320 - accuracy: 0.8642
Epoch 370/500
450/450 [==============================] - 0s 755us/step - loss: 0.3326 - accuracy: 0.8631
Epoch 371/500
450/450 [==============================] - 0s 792us/step - loss: 0.3326 - accuracy: 0.8649
Epoch 372/500
450/450 [==============================] - 0s 780us/step - loss: 0.3325 - accuracy: 0.8637
Epoch 373/500
450/450 [==============================] - 0s 943us/step - loss: 0.3322 - accuracy: 0.8635
Epoch 374/500
450/450 [==============================] - 0s 987us/step - loss: 0.3325 - accuracy: 0.8653
Epoch 375/500
450/450 [==============================] - 0s 891us/step - loss: 0.3325 - accuracy: 0.8647
Epoch 376/500
450/450 [==============================] - 0s 884us/step - loss: 0.3327 - accuracy: 0.8629
Epoch 377/500
450/450 [==============================] - 0s 835us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 378/500
450/450 [==============================] - 0s 989us/step - loss: 0.3325 - accuracy: 0.8625
Epoch 379/500
450/450 [==============================] - 0s 905us/step - loss: 0.3327 - accuracy: 0.8642
Epoch 380/500
450/450 [==============================] - 0s 839us/step - loss: 0.3326 - accuracy: 0.8650
Epoch 381/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3325 - accuracy: 0.8647
Epoch 382/500
450/450 [==============================] - 0s 966us/step - loss: 0.3324 - accuracy: 0.8624
Epoch 383/500
450/450 [==============================] - 0s 879us/step - loss: 0.3322 - accuracy: 0.8619
Epoch 384/500
450/450 [==============================] - 0s 902us/step - loss: 0.3315 - accuracy: 0.8651
Epoch 385/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3326 - accuracy: 0.8621
Epoch 386/500
450/450 [==============================] - 0s 967us/step - loss: 0.3324 - accuracy: 0.8632
Epoch 387/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3319 - accuracy: 0.8642
Epoch 388/500
450/450 [==============================] - 0s 991us/step - loss: 0.3318 - accuracy: 0.86320s - loss: 0.3288 - accuracy: 0.
Epoch 389/500
450/450 [==============================] - 0s 991us/step - loss: 0.3322 - accuracy: 0.8646
Epoch 390/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3323 - accuracy: 0.8639
Epoch 391/500
450/450 [==============================] - 0s 890us/step - loss: 0.3325 - accuracy: 0.8629
Epoch 392/500
450/450 [==============================] - 0s 903us/step - loss: 0.3321 - accuracy: 0.8635
Epoch 393/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8640
Epoch 394/500
450/450 [==============================] - 0s 894us/step - loss: 0.3325 - accuracy: 0.8629
Epoch 395/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8649
Epoch 396/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3326 - accuracy: 0.8651
Epoch 397/500
450/450 [==============================] - 0s 893us/step - loss: 0.3322 - accuracy: 0.8639
Epoch 398/500
450/450 [==============================] - 0s 942us/step - loss: 0.3322 - accuracy: 0.8632
Epoch 399/500
450/450 [==============================] - 0s 980us/step - loss: 0.3319 - accuracy: 0.8631
Epoch 400/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3325 - accuracy: 0.8644
Epoch 401/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8628: 0s - loss: 0.3398 - ac
Epoch 402/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8636
Epoch 403/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3325 - accuracy: 0.8639
Epoch 404/500
450/450 [==============================] - 0s 904us/step - loss: 0.3321 - accuracy: 0.8643
Epoch 405/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3318 - accuracy: 0.8662
Epoch 406/500
450/450 [==============================] - 0s 879us/step - loss: 0.3314 - accuracy: 0.8656
Epoch 407/500
450/450 [==============================] - 0s 872us/step - loss: 0.3322 - accuracy: 0.86420s - loss: 0.3348 - accuracy:
Epoch 408/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8643
Epoch 409/500
450/450 [==============================] - 0s 908us/step - loss: 0.3322 - accuracy: 0.8644
Epoch 410/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3317 - accuracy: 0.8654
Epoch 411/500
450/450 [==============================] - 0s 989us/step - loss: 0.3321 - accuracy: 0.8642
Epoch 412/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3321 - accuracy: 0.8646
Epoch 413/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3325 - accuracy: 0.8651: 0s - loss: 0.3319 - accu
Epoch 414/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3321 - accuracy: 0.8624
Epoch 415/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3319 - accuracy: 0.8635
Epoch 416/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3319 - accuracy: 0.8647
Epoch 417/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3320 - accuracy: 0.8651
Epoch 418/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8647
Epoch 419/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8642
Epoch 420/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3321 - accuracy: 0.8650
Epoch 421/500
450/450 [==============================] - 0s 973us/step - loss: 0.3321 - accuracy: 0.8642
Epoch 422/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3322 - accuracy: 0.8651
Epoch 423/500
450/450 [==============================] - 0s 944us/step - loss: 0.3314 - accuracy: 0.8647
Epoch 424/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3325 - accuracy: 0.8637
Epoch 425/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3320 - accuracy: 0.8624
Epoch 426/500
450/450 [==============================] - 0s 959us/step - loss: 0.3325 - accuracy: 0.8632
Epoch 427/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3320 - accuracy: 0.8658
Epoch 428/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3320 - accuracy: 0.8646
Epoch 429/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3312 - accuracy: 0.8650
Epoch 430/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3320 - accuracy: 0.8646
Epoch 431/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3320 - accuracy: 0.8649
Epoch 432/500
450/450 [==============================] - 0s 932us/step - loss: 0.3320 - accuracy: 0.8650
Epoch 433/500
450/450 [==============================] - 0s 916us/step - loss: 0.3321 - accuracy: 0.8640
Epoch 434/500
450/450 [==============================] - 0s 918us/step - loss: 0.3322 - accuracy: 0.8637
Epoch 435/500
450/450 [==============================] - 0s 936us/step - loss: 0.3326 - accuracy: 0.8640
Epoch 436/500
450/450 [==============================] - 0s 954us/step - loss: 0.3322 - accuracy: 0.8640
Epoch 437/500
450/450 [==============================] - 0s 969us/step - loss: 0.3318 - accuracy: 0.8644
Epoch 438/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8657
Epoch 439/500
450/450 [==============================] - 0s 993us/step - loss: 0.3318 - accuracy: 0.8639
Epoch 440/500
450/450 [==============================] - 0s 906us/step - loss: 0.3322 - accuracy: 0.8651
Epoch 441/500
450/450 [==============================] - 0s 935us/step - loss: 0.3316 - accuracy: 0.8654
Epoch 442/500
450/450 [==============================] - 0s 890us/step - loss: 0.3320 - accuracy: 0.8660
Epoch 443/500
450/450 [==============================] - 0s 872us/step - loss: 0.3319 - accuracy: 0.86350s - loss: 0.3120 - accu
Epoch 444/500
450/450 [==============================] - 0s 881us/step - loss: 0.3317 - accuracy: 0.8643
Epoch 445/500
450/450 [==============================] - 0s 917us/step - loss: 0.3320 - accuracy: 0.8637
Epoch 446/500
450/450 [==============================] - 0s 998us/step - loss: 0.3321 - accuracy: 0.8625
Epoch 447/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3320 - accuracy: 0.8629
Epoch 448/500
450/450 [==============================] - 0s 934us/step - loss: 0.3324 - accuracy: 0.8628
Epoch 449/500
450/450 [==============================] - 0s 883us/step - loss: 0.3318 - accuracy: 0.8644
Epoch 450/500
450/450 [==============================] - 0s 938us/step - loss: 0.3323 - accuracy: 0.86470s - loss: 0.3345 - accuracy:
Epoch 451/500
450/450 [==============================] - 0s 883us/step - loss: 0.3313 - accuracy: 0.8656
Epoch 452/500
450/450 [==============================] - 0s 875us/step - loss: 0.3319 - accuracy: 0.8647
Epoch 453/500
450/450 [==============================] - 0s 918us/step - loss: 0.3318 - accuracy: 0.8647
Epoch 454/500
450/450 [==============================] - 0s 870us/step - loss: 0.3322 - accuracy: 0.8635
Epoch 455/500
450/450 [==============================] - 0s 881us/step - loss: 0.3322 - accuracy: 0.8646
Epoch 456/500
450/450 [==============================] - 0s 882us/step - loss: 0.3324 - accuracy: 0.8639
Epoch 457/500
450/450 [==============================] - 0s 929us/step - loss: 0.3321 - accuracy: 0.8650
Epoch 458/500
450/450 [==============================] - 0s 963us/step - loss: 0.3321 - accuracy: 0.8650
Epoch 459/500
450/450 [==============================] - 0s 952us/step - loss: 0.3321 - accuracy: 0.8650
Epoch 460/500
450/450 [==============================] - 0s 956us/step - loss: 0.3322 - accuracy: 0.8647
Epoch 461/500
450/450 [==============================] - 0s 892us/step - loss: 0.3320 - accuracy: 0.8646
Epoch 462/500
450/450 [==============================] - 0s 924us/step - loss: 0.3319 - accuracy: 0.8646
Epoch 463/500
450/450 [==============================] - 0s 894us/step - loss: 0.3317 - accuracy: 0.8660
Epoch 464/500
450/450 [==============================] - 0s 897us/step - loss: 0.3324 - accuracy: 0.8649
Epoch 465/500
450/450 [==============================] - 0s 921us/step - loss: 0.3323 - accuracy: 0.8649
Epoch 466/500
450/450 [==============================] - 0s 874us/step - loss: 0.3319 - accuracy: 0.8639
Epoch 467/500
450/450 [==============================] - 0s 896us/step - loss: 0.3319 - accuracy: 0.8642
Epoch 468/500
450/450 [==============================] - 0s 911us/step - loss: 0.3316 - accuracy: 0.8644
Epoch 469/500
450/450 [==============================] - 0s 889us/step - loss: 0.3318 - accuracy: 0.8626
Epoch 470/500
450/450 [==============================] - 0s 937us/step - loss: 0.3319 - accuracy: 0.8633
Epoch 471/500
450/450 [==============================] - 0s 895us/step - loss: 0.3318 - accuracy: 0.8650
Epoch 472/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3317 - accuracy: 0.8657
Epoch 473/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8646
Epoch 474/500
450/450 [==============================] - 0s 869us/step - loss: 0.3317 - accuracy: 0.8639
Epoch 475/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3320 - accuracy: 0.8654
Epoch 476/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3315 - accuracy: 0.8640
Epoch 477/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8629
Epoch 478/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3320 - accuracy: 0.8649
Epoch 479/500
450/450 [==============================] - 0s 932us/step - loss: 0.3322 - accuracy: 0.8654
Epoch 480/500
450/450 [==============================] - 0s 877us/step - loss: 0.3319 - accuracy: 0.8646
Epoch 481/500
450/450 [==============================] - 0s 910us/step - loss: 0.3321 - accuracy: 0.8643
Epoch 482/500
450/450 [==============================] - 0s 903us/step - loss: 0.3320 - accuracy: 0.8651
Epoch 483/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3320 - accuracy: 0.8636
Epoch 484/500
450/450 [==============================] - 0s 917us/step - loss: 0.3320 - accuracy: 0.8646
Epoch 485/500
450/450 [==============================] - 0s 930us/step - loss: 0.3320 - accuracy: 0.8650
Epoch 486/500
450/450 [==============================] - 0s 891us/step - loss: 0.3320 - accuracy: 0.8647
Epoch 487/500
450/450 [==============================] - 0s 936us/step - loss: 0.3320 - accuracy: 0.8643
Epoch 488/500
450/450 [==============================] - 0s 892us/step - loss: 0.3320 - accuracy: 0.8642
Epoch 489/500
450/450 [==============================] - 0s 904us/step - loss: 0.3318 - accuracy: 0.8654
Epoch 490/500
450/450 [==============================] - 0s 936us/step - loss: 0.3324 - accuracy: 0.8643
Epoch 491/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3323 - accuracy: 0.8651
Epoch 492/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8626
Epoch 493/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3318 - accuracy: 0.8646
Epoch 494/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3316 - accuracy: 0.8646
Epoch 495/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8647
Epoch 496/500
450/450 [==============================] - 0s 975us/step - loss: 0.3316 - accuracy: 0.8642
Epoch 497/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3321 - accuracy: 0.8643
Epoch 498/500
450/450 [==============================] - 0s 984us/step - loss: 0.3316 - accuracy: 0.8656
Epoch 499/500
450/450 [==============================] - 0s 916us/step - loss: 0.3321 - accuracy: 0.8640
Epoch 500/500
450/450 [==============================] - 0s 878us/step - loss: 0.3321 - accuracy: 0.8654
Epoch 1/500
450/450 [==============================] - 0s 871us/step - loss: 0.5864 - accuracy: 0.7950
Epoch 2/500
450/450 [==============================] - 0s 858us/step - loss: 0.5189 - accuracy: 0.7960
Epoch 3/500
450/450 [==============================] - 0s 902us/step - loss: 0.5085 - accuracy: 0.7960
Epoch 4/500
450/450 [==============================] - 0s 860us/step - loss: 0.5065 - accuracy: 0.79600s - loss: 0.5080 - accuracy: 0.
Epoch 5/500
450/450 [==============================] - 0s 895us/step - loss: 0.5061 - accuracy: 0.7960
Epoch 6/500
450/450 [==============================] - 0s 939us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 7/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5060 - accuracy: 0.7960: 0s - loss: 0.5059 - accuracy: 0.
Epoch 8/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 9/500
450/450 [==============================] - 0s 954us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 10/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 11/500
450/450 [==============================] - 0s 931us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 12/500
450/450 [==============================] - 0s 927us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 13/500
450/450 [==============================] - 0s 952us/step - loss: 0.5060 - accuracy: 0.79600s - loss: 0.5058 - accuracy: 0.
Epoch 14/500
450/450 [==============================] - 0s 889us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 15/500
450/450 [==============================] - 0s 912us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 16/500
450/450 [==============================] - 0s 912us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 17/500
450/450 [==============================] - 0s 913us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 18/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 19/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 20/500
450/450 [==============================] - 0s 932us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 21/500
450/450 [==============================] - 0s 937us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 22/500
450/450 [==============================] - 0s 916us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 23/500
450/450 [==============================] - 0s 929us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 24/500
450/450 [==============================] - 0s 941us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 25/500
450/450 [==============================] - 0s 908us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 26/500
450/450 [==============================] - 0s 915us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 27/500
450/450 [==============================] - 0s 903us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 28/500
450/450 [==============================] - 0s 962us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 29/500
450/450 [==============================] - 0s 898us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 30/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5059 - accuracy: 0.7960
Epoch 31/500
450/450 [==============================] - 0s 947us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 32/500
450/450 [==============================] - 0s 936us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 33/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5059 - accuracy: 0.7960
Epoch 34/500
450/450 [==============================] - 0s 787us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 35/500
450/450 [==============================] - 0s 818us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 36/500
450/450 [==============================] - 0s 847us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 37/500
450/450 [==============================] - 0s 776us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 38/500
450/450 [==============================] - 0s 816us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 39/500
450/450 [==============================] - 0s 765us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 40/500
450/450 [==============================] - 0s 752us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 41/500
450/450 [==============================] - 0s 775us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 42/500
450/450 [==============================] - 0s 739us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 43/500
450/450 [==============================] - 0s 743us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 44/500
450/450 [==============================] - 0s 803us/step - loss: 0.5052 - accuracy: 0.79600s - loss: 0.5094 - accuracy: 0.
Epoch 45/500
450/450 [==============================] - 0s 750us/step - loss: 0.5050 - accuracy: 0.7960
Epoch 46/500
450/450 [==============================] - 0s 765us/step - loss: 0.5047 - accuracy: 0.7960
Epoch 47/500
450/450 [==============================] - 0s 769us/step - loss: 0.5042 - accuracy: 0.7960
Epoch 48/500
450/450 [==============================] - 0s 757us/step - loss: 0.5036 - accuracy: 0.7960
Epoch 49/500
450/450 [==============================] - 0s 749us/step - loss: 0.5027 - accuracy: 0.7960
Epoch 50/500
450/450 [==============================] - 0s 858us/step - loss: 0.5012 - accuracy: 0.7960
Epoch 51/500
450/450 [==============================] - 0s 950us/step - loss: 0.4989 - accuracy: 0.7960
Epoch 52/500
450/450 [==============================] - 0s 948us/step - loss: 0.4951 - accuracy: 0.7960
Epoch 53/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4892 - accuracy: 0.7960
Epoch 54/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4803 - accuracy: 0.7960
Epoch 55/500
450/450 [==============================] - 0s 949us/step - loss: 0.4689 - accuracy: 0.7960
Epoch 56/500
450/450 [==============================] - 0s 907us/step - loss: 0.4570 - accuracy: 0.7960
Epoch 57/500
450/450 [==============================] - 0s 891us/step - loss: 0.4467 - accuracy: 0.79600s - loss: 0.4519 - accuracy: 0.
Epoch 58/500
450/450 [==============================] - 0s 891us/step - loss: 0.4389 - accuracy: 0.7960
Epoch 59/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7960
Epoch 60/500
450/450 [==============================] - 0s 881us/step - loss: 0.4288 - accuracy: 0.7960
Epoch 61/500
450/450 [==============================] - 0s 928us/step - loss: 0.4249 - accuracy: 0.7960
Epoch 62/500
450/450 [==============================] - 0s 880us/step - loss: 0.4212 - accuracy: 0.7960
Epoch 63/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4176 - accuracy: 0.7960
Epoch 64/500
450/450 [==============================] - 0s 937us/step - loss: 0.4136 - accuracy: 0.7960
Epoch 65/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4091 - accuracy: 0.7960
Epoch 66/500
450/450 [==============================] - 0s 971us/step - loss: 0.4041 - accuracy: 0.7960
Epoch 67/500
450/450 [==============================] - 0s 787us/step - loss: 0.3989 - accuracy: 0.7960
Epoch 68/500
450/450 [==============================] - 0s 864us/step - loss: 0.3936 - accuracy: 0.7960
Epoch 69/500
450/450 [==============================] - 0s 945us/step - loss: 0.3886 - accuracy: 0.8313
Epoch 70/500
450/450 [==============================] - 0s 826us/step - loss: 0.3843 - accuracy: 0.8388
Epoch 71/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3802 - accuracy: 0.8449
Epoch 72/500
450/450 [==============================] - 0s 740us/step - loss: 0.3761 - accuracy: 0.8487
Epoch 73/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3725 - accuracy: 0.8517
Epoch 74/500
450/450 [==============================] - 0s 807us/step - loss: 0.3691 - accuracy: 0.8539
Epoch 75/500
450/450 [==============================] - 0s 731us/step - loss: 0.3663 - accuracy: 0.8560
Epoch 76/500
450/450 [==============================] - 0s 731us/step - loss: 0.3637 - accuracy: 0.8583
Epoch 77/500
450/450 [==============================] - 0s 821us/step - loss: 0.3615 - accuracy: 0.8579
Epoch 78/500
450/450 [==============================] - 0s 798us/step - loss: 0.3592 - accuracy: 0.8579
Epoch 79/500
450/450 [==============================] - 0s 775us/step - loss: 0.3572 - accuracy: 0.8593
Epoch 80/500
450/450 [==============================] - 0s 757us/step - loss: 0.3558 - accuracy: 0.8585
Epoch 81/500
450/450 [==============================] - 0s 743us/step - loss: 0.3540 - accuracy: 0.8611
Epoch 82/500
450/450 [==============================] - 0s 744us/step - loss: 0.3525 - accuracy: 0.8592
Epoch 83/500
450/450 [==============================] - 0s 768us/step - loss: 0.3517 - accuracy: 0.8597
Epoch 84/500
450/450 [==============================] - 0s 755us/step - loss: 0.3505 - accuracy: 0.8603
Epoch 85/500
450/450 [==============================] - 0s 738us/step - loss: 0.3497 - accuracy: 0.8587
Epoch 86/500
450/450 [==============================] - 0s 763us/step - loss: 0.3482 - accuracy: 0.8604
Epoch 87/500
450/450 [==============================] - 0s 734us/step - loss: 0.3481 - accuracy: 0.8586
Epoch 88/500
450/450 [==============================] - 0s 737us/step - loss: 0.3466 - accuracy: 0.8614
Epoch 89/500
450/450 [==============================] - 0s 765us/step - loss: 0.3461 - accuracy: 0.8603
Epoch 90/500
450/450 [==============================] - 0s 735us/step - loss: 0.3450 - accuracy: 0.8617
Epoch 91/500
450/450 [==============================] - 0s 735us/step - loss: 0.3445 - accuracy: 0.8610
Epoch 92/500
450/450 [==============================] - 0s 845us/step - loss: 0.3439 - accuracy: 0.8600
Epoch 93/500
450/450 [==============================] - 0s 737us/step - loss: 0.3431 - accuracy: 0.8632
Epoch 94/500
450/450 [==============================] - 0s 740us/step - loss: 0.3419 - accuracy: 0.8614
Epoch 95/500
450/450 [==============================] - 0s 761us/step - loss: 0.3422 - accuracy: 0.8592
Epoch 96/500
450/450 [==============================] - 0s 731us/step - loss: 0.3416 - accuracy: 0.8617
Epoch 97/500
450/450 [==============================] - 0s 746us/step - loss: 0.3413 - accuracy: 0.8621
Epoch 98/500
450/450 [==============================] - 0s 789us/step - loss: 0.3408 - accuracy: 0.86290s - loss: 0.3392 - accuracy: 0.
Epoch 99/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3399 - accuracy: 0.8615
Epoch 100/500
450/450 [==============================] - 0s 793us/step - loss: 0.3402 - accuracy: 0.8624
Epoch 101/500
450/450 [==============================] - 0s 751us/step - loss: 0.3394 - accuracy: 0.8621
Epoch 102/500
450/450 [==============================] - 0s 737us/step - loss: 0.3394 - accuracy: 0.8635
Epoch 103/500
450/450 [==============================] - 0s 973us/step - loss: 0.3381 - accuracy: 0.8635
Epoch 104/500
450/450 [==============================] - 0s 738us/step - loss: 0.3382 - accuracy: 0.8650
Epoch 105/500
450/450 [==============================] - 0s 733us/step - loss: 0.3385 - accuracy: 0.8599
Epoch 106/500
450/450 [==============================] - 0s 758us/step - loss: 0.3380 - accuracy: 0.8650
Epoch 107/500
450/450 [==============================] - 0s 744us/step - loss: 0.3376 - accuracy: 0.8647
Epoch 108/500
450/450 [==============================] - 0s 748us/step - loss: 0.3372 - accuracy: 0.8640
Epoch 109/500
450/450 [==============================] - 0s 774us/step - loss: 0.3366 - accuracy: 0.8615
Epoch 110/500
450/450 [==============================] - 0s 737us/step - loss: 0.3369 - accuracy: 0.8624
Epoch 111/500
450/450 [==============================] - 0s 791us/step - loss: 0.3368 - accuracy: 0.8629
Epoch 112/500
450/450 [==============================] - 0s 883us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 113/500
450/450 [==============================] - 0s 797us/step - loss: 0.3360 - accuracy: 0.8622
Epoch 114/500
450/450 [==============================] - 0s 959us/step - loss: 0.3362 - accuracy: 0.8621
Epoch 115/500
450/450 [==============================] - 0s 770us/step - loss: 0.3360 - accuracy: 0.8633
Epoch 116/500
450/450 [==============================] - 0s 826us/step - loss: 0.3353 - accuracy: 0.8625
Epoch 117/500
450/450 [==============================] - 0s 811us/step - loss: 0.3355 - accuracy: 0.8622
Epoch 118/500
450/450 [==============================] - 0s 783us/step - loss: 0.3350 - accuracy: 0.8618
Epoch 119/500
450/450 [==============================] - 0s 895us/step - loss: 0.3353 - accuracy: 0.8626
Epoch 120/500
450/450 [==============================] - 0s 804us/step - loss: 0.3344 - accuracy: 0.8633
Epoch 121/500
450/450 [==============================] - 0s 805us/step - loss: 0.3352 - accuracy: 0.8635
Epoch 122/500
450/450 [==============================] - 0s 848us/step - loss: 0.3353 - accuracy: 0.8651
Epoch 123/500
450/450 [==============================] - 0s 852us/step - loss: 0.3350 - accuracy: 0.8628
Epoch 124/500
450/450 [==============================] - 0s 808us/step - loss: 0.3343 - accuracy: 0.8636
Epoch 125/500
450/450 [==============================] - 0s 808us/step - loss: 0.3347 - accuracy: 0.8626
Epoch 126/500
450/450 [==============================] - 0s 778us/step - loss: 0.3346 - accuracy: 0.8640
Epoch 127/500
450/450 [==============================] - 0s 756us/step - loss: 0.3331 - accuracy: 0.8644
Epoch 128/500
450/450 [==============================] - 0s 763us/step - loss: 0.3355 - accuracy: 0.8640
Epoch 129/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3340 - accuracy: 0.8622
Epoch 130/500
450/450 [==============================] - 0s 750us/step - loss: 0.3341 - accuracy: 0.8624
Epoch 131/500
450/450 [==============================] - 0s 744us/step - loss: 0.3340 - accuracy: 0.8611
Epoch 132/500
450/450 [==============================] - 0s 774us/step - loss: 0.3340 - accuracy: 0.8626
Epoch 133/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3344 - accuracy: 0.8624
Epoch 134/500
450/450 [==============================] - 0s 749us/step - loss: 0.3341 - accuracy: 0.8637
Epoch 135/500
450/450 [==============================] - 0s 799us/step - loss: 0.3333 - accuracy: 0.8614
Epoch 136/500
450/450 [==============================] - 0s 777us/step - loss: 0.3337 - accuracy: 0.8639
Epoch 137/500
450/450 [==============================] - 0s 992us/step - loss: 0.3340 - accuracy: 0.8642
Epoch 138/500
450/450 [==============================] - 0s 788us/step - loss: 0.3342 - accuracy: 0.8622
Epoch 139/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3332 - accuracy: 0.8640: 0s - loss: 0.3330 - accuracy: 0.86
Epoch 140/500
450/450 [==============================] - 0s 856us/step - loss: 0.3327 - accuracy: 0.8625
Epoch 141/500
450/450 [==============================] - 0s 928us/step - loss: 0.3328 - accuracy: 0.8637
Epoch 142/500
450/450 [==============================] - 0s 913us/step - loss: 0.3334 - accuracy: 0.8617
Epoch 143/500
450/450 [==============================] - 0s 841us/step - loss: 0.3334 - accuracy: 0.8650
Epoch 144/500
450/450 [==============================] - 0s 728us/step - loss: 0.3332 - accuracy: 0.8624
Epoch 145/500
450/450 [==============================] - 0s 839us/step - loss: 0.3333 - accuracy: 0.8636
Epoch 146/500
450/450 [==============================] - 0s 982us/step - loss: 0.3330 - accuracy: 0.8660
Epoch 147/500
450/450 [==============================] - 0s 918us/step - loss: 0.3332 - accuracy: 0.8637
Epoch 148/500
450/450 [==============================] - 0s 798us/step - loss: 0.3328 - accuracy: 0.8625
Epoch 149/500
450/450 [==============================] - 0s 820us/step - loss: 0.3336 - accuracy: 0.8636
Epoch 150/500
450/450 [==============================] - 0s 879us/step - loss: 0.3325 - accuracy: 0.8642
Epoch 151/500
450/450 [==============================] - 0s 853us/step - loss: 0.3328 - accuracy: 0.8632
Epoch 152/500
450/450 [==============================] - 0s 845us/step - loss: 0.3335 - accuracy: 0.8631
Epoch 153/500
450/450 [==============================] - 0s 980us/step - loss: 0.3323 - accuracy: 0.8646
Epoch 154/500
450/450 [==============================] - 0s 836us/step - loss: 0.3336 - accuracy: 0.8625
Epoch 155/500
450/450 [==============================] - 0s 851us/step - loss: 0.3330 - accuracy: 0.8618
Epoch 156/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3330 - accuracy: 0.8639
Epoch 157/500
450/450 [==============================] - 0s 909us/step - loss: 0.3337 - accuracy: 0.8604
Epoch 158/500
450/450 [==============================] - 0s 841us/step - loss: 0.3323 - accuracy: 0.8643
Epoch 159/500
450/450 [==============================] - 0s 990us/step - loss: 0.3320 - accuracy: 0.8631
Epoch 160/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3316 - accuracy: 0.8632: 0s - loss: 0.3304 - ac
Epoch 161/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3323 - accuracy: 0.8633
Epoch 162/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3326 - accuracy: 0.8607
Epoch 163/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3320 - accuracy: 0.8639
Epoch 164/500
450/450 [==============================] - 0s 881us/step - loss: 0.3323 - accuracy: 0.8639
Epoch 165/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3317 - accuracy: 0.8635
Epoch 166/500
450/450 [==============================] - 0s 990us/step - loss: 0.3331 - accuracy: 0.8629
Epoch 167/500
450/450 [==============================] - 0s 944us/step - loss: 0.3328 - accuracy: 0.8632
Epoch 168/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3328 - accuracy: 0.8635
Epoch 169/500
450/450 [==============================] - 0s 926us/step - loss: 0.3324 - accuracy: 0.8611
Epoch 170/500
450/450 [==============================] - 0s 919us/step - loss: 0.3319 - accuracy: 0.8637
Epoch 171/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3321 - accuracy: 0.8628: 0s - loss: 0.3349 - accura
Epoch 172/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3315 - accuracy: 0.8617: 0s - loss: 0.3362 - accura
Epoch 173/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3319 - accuracy: 0.8622
Epoch 174/500
450/450 [==============================] - 0s 955us/step - loss: 0.3331 - accuracy: 0.8621
Epoch 175/500
450/450 [==============================] - 0s 923us/step - loss: 0.3307 - accuracy: 0.8619
Epoch 176/500
450/450 [==============================] - 0s 986us/step - loss: 0.3316 - accuracy: 0.8622
Epoch 177/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3316 - accuracy: 0.8611
Epoch 178/500
450/450 [==============================] - 0s 937us/step - loss: 0.3316 - accuracy: 0.8628
Epoch 179/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3315 - accuracy: 0.8635
Epoch 180/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3323 - accuracy: 0.8633
Epoch 181/500
450/450 [==============================] - 0s 946us/step - loss: 0.3318 - accuracy: 0.86500s - loss: 0.3337 - accuracy:
Epoch 182/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3320 - accuracy: 0.8622
Epoch 183/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3315 - accuracy: 0.8640
Epoch 184/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3321 - accuracy: 0.8654
Epoch 185/500
450/450 [==============================] - 0s 978us/step - loss: 0.3316 - accuracy: 0.8656
Epoch 186/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3320 - accuracy: 0.8629
Epoch 187/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3312 - accuracy: 0.8644: 0s - loss:
Epoch 188/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3315 - accuracy: 0.8631
Epoch 189/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3313 - accuracy: 0.8621
Epoch 190/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3309 - accuracy: 0.8633
Epoch 191/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3313 - accuracy: 0.8639
Epoch 192/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3318 - accuracy: 0.8621
Epoch 193/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3320 - accuracy: 0.8626: 0s - loss: 0.3324 - accuracy: 0.86
Epoch 194/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3314 - accuracy: 0.8640
Epoch 195/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3319 - accuracy: 0.8633
Epoch 196/500
450/450 [==============================] - 0s 972us/step - loss: 0.3312 - accuracy: 0.8622
Epoch 197/500
450/450 [==============================] - 0s 979us/step - loss: 0.3313 - accuracy: 0.8656
Epoch 198/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3313 - accuracy: 0.8621
Epoch 199/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3312 - accuracy: 0.8635
Epoch 200/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3309 - accuracy: 0.8636
Epoch 201/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3314 - accuracy: 0.8633: 0s - loss: 0.3277 - accuracy:
Epoch 202/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3307 - accuracy: 0.8639
Epoch 203/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3318 - accuracy: 0.8636
Epoch 204/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3311 - accuracy: 0.8621
Epoch 205/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8608
Epoch 206/500
450/450 [==============================] - 0s 981us/step - loss: 0.3316 - accuracy: 0.8657
Epoch 207/500
450/450 [==============================] - 0s 994us/step - loss: 0.3309 - accuracy: 0.8640
Epoch 208/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3310 - accuracy: 0.8632
Epoch 209/500
450/450 [==============================] - 0s 969us/step - loss: 0.3313 - accuracy: 0.8643
Epoch 210/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8640
Epoch 211/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3312 - accuracy: 0.8661
Epoch 212/500
450/450 [==============================] - 0s 877us/step - loss: 0.3312 - accuracy: 0.8600
Epoch 213/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3313 - accuracy: 0.8643
Epoch 214/500
450/450 [==============================] - 0s 952us/step - loss: 0.3310 - accuracy: 0.86470s - loss: 0.3285 - accuracy
Epoch 215/500
450/450 [==============================] - 0s 912us/step - loss: 0.3307 - accuracy: 0.8626
Epoch 216/500
450/450 [==============================] - 0s 902us/step - loss: 0.3313 - accuracy: 0.8637
Epoch 217/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3315 - accuracy: 0.8622
Epoch 218/500
450/450 [==============================] - 0s 891us/step - loss: 0.3320 - accuracy: 0.8650
Epoch 219/500
450/450 [==============================] - 0s 837us/step - loss: 0.3308 - accuracy: 0.8633
Epoch 220/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3310 - accuracy: 0.8633: 0s - loss: 0.3336 - accuracy
Epoch 221/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8612
Epoch 222/500
450/450 [==============================] - 0s 976us/step - loss: 0.3312 - accuracy: 0.8654
Epoch 223/500
450/450 [==============================] - 0s 871us/step - loss: 0.3302 - accuracy: 0.8644
Epoch 224/500
450/450 [==============================] - 0s 983us/step - loss: 0.3311 - accuracy: 0.8631
Epoch 225/500
450/450 [==============================] - 0s 910us/step - loss: 0.3306 - accuracy: 0.8629
Epoch 226/500
450/450 [==============================] - 0s 901us/step - loss: 0.3309 - accuracy: 0.8651
Epoch 227/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3311 - accuracy: 0.8635
Epoch 228/500
450/450 [==============================] - 0s 835us/step - loss: 0.3309 - accuracy: 0.8644
Epoch 229/500
450/450 [==============================] - 0s 831us/step - loss: 0.3312 - accuracy: 0.8625
Epoch 230/500
450/450 [==============================] - 0s 810us/step - loss: 0.3314 - accuracy: 0.8635
Epoch 231/500
450/450 [==============================] - 0s 833us/step - loss: 0.3314 - accuracy: 0.8635
Epoch 232/500
450/450 [==============================] - 0s 846us/step - loss: 0.3314 - accuracy: 0.8633
Epoch 233/500
450/450 [==============================] - 0s 814us/step - loss: 0.3314 - accuracy: 0.8632
Epoch 234/500
450/450 [==============================] - 0s 850us/step - loss: 0.3304 - accuracy: 0.8633
Epoch 235/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3309 - accuracy: 0.8622
Epoch 236/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3317 - accuracy: 0.8640
Epoch 237/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8636
Epoch 238/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3314 - accuracy: 0.8622
Epoch 239/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3307 - accuracy: 0.8643
Epoch 240/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8647
Epoch 241/500
450/450 [==============================] - 0s 968us/step - loss: 0.3315 - accuracy: 0.8632
Epoch 242/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3300 - accuracy: 0.8643
Epoch 243/500
450/450 [==============================] - 0s 865us/step - loss: 0.3316 - accuracy: 0.8637
Epoch 244/500
450/450 [==============================] - 0s 853us/step - loss: 0.3308 - accuracy: 0.8656
Epoch 245/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3301 - accuracy: 0.8656
Epoch 246/500
450/450 [==============================] - 0s 888us/step - loss: 0.3314 - accuracy: 0.8621
Epoch 247/500
450/450 [==============================] - 0s 856us/step - loss: 0.3308 - accuracy: 0.8633
Epoch 248/500
450/450 [==============================] - 0s 937us/step - loss: 0.3303 - accuracy: 0.8644
Epoch 249/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8644
Epoch 250/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3317 - accuracy: 0.8622
Epoch 251/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8628
Epoch 252/500
450/450 [==============================] - 0s 820us/step - loss: 0.3301 - accuracy: 0.8656
Epoch 253/500
450/450 [==============================] - 0s 877us/step - loss: 0.3309 - accuracy: 0.8629
Epoch 254/500
450/450 [==============================] - 0s 827us/step - loss: 0.3311 - accuracy: 0.8636
Epoch 255/500
450/450 [==============================] - 0s 866us/step - loss: 0.3308 - accuracy: 0.8632
Epoch 256/500
450/450 [==============================] - 0s 841us/step - loss: 0.3304 - accuracy: 0.8629
Epoch 257/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3309 - accuracy: 0.8637: 0s - loss: 0.3315 - accu
Epoch 258/500
450/450 [==============================] - 0s 862us/step - loss: 0.3306 - accuracy: 0.8654
Epoch 259/500
450/450 [==============================] - 0s 829us/step - loss: 0.3306 - accuracy: 0.8635
Epoch 260/500
450/450 [==============================] - 0s 873us/step - loss: 0.3301 - accuracy: 0.8654
Epoch 261/500
450/450 [==============================] - 0s 827us/step - loss: 0.3308 - accuracy: 0.8649
Epoch 262/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8639
Epoch 263/500
450/450 [==============================] - 0s 860us/step - loss: 0.3306 - accuracy: 0.8631
Epoch 264/500
450/450 [==============================] - 0s 831us/step - loss: 0.3309 - accuracy: 0.8632
Epoch 265/500
450/450 [==============================] - 0s 879us/step - loss: 0.3307 - accuracy: 0.8649
Epoch 266/500
450/450 [==============================] - 0s 851us/step - loss: 0.3309 - accuracy: 0.8622
Epoch 267/500
450/450 [==============================] - 0s 848us/step - loss: 0.3307 - accuracy: 0.8639
Epoch 268/500
450/450 [==============================] - 0s 840us/step - loss: 0.3307 - accuracy: 0.8622
Epoch 269/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8662: 0s - loss: 0.3289 - accuracy: 0.
Epoch 270/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3303 - accuracy: 0.8635
Epoch 271/500
450/450 [==============================] - 0s 957us/step - loss: 0.3305 - accuracy: 0.8635
Epoch 272/500
450/450 [==============================] - 0s 904us/step - loss: 0.3302 - accuracy: 0.8636
Epoch 273/500
450/450 [==============================] - 0s 911us/step - loss: 0.3310 - accuracy: 0.8622
Epoch 274/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3298 - accuracy: 0.8639
Epoch 275/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8640
Epoch 276/500
450/450 [==============================] - 0s 891us/step - loss: 0.3306 - accuracy: 0.86500s - loss: 0.3320 - accuracy: 0.
Epoch 277/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3300 - accuracy: 0.8644
Epoch 278/500
450/450 [==============================] - 0s 907us/step - loss: 0.3301 - accuracy: 0.8624
Epoch 279/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8633: 0s - loss: 0.3239 - accu
Epoch 280/500
450/450 [==============================] - 0s 937us/step - loss: 0.3302 - accuracy: 0.8640
Epoch 281/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3308 - accuracy: 0.8660
Epoch 282/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3298 - accuracy: 0.8626
Epoch 283/500
450/450 [==============================] - 0s 940us/step - loss: 0.3307 - accuracy: 0.8643
Epoch 284/500
450/450 [==============================] - 0s 832us/step - loss: 0.3303 - accuracy: 0.8636
Epoch 285/500
450/450 [==============================] - 0s 839us/step - loss: 0.3302 - accuracy: 0.8637
Epoch 286/500
450/450 [==============================] - 0s 815us/step - loss: 0.3307 - accuracy: 0.8629
Epoch 287/500
450/450 [==============================] - 0s 835us/step - loss: 0.3304 - accuracy: 0.8631
Epoch 288/500
450/450 [==============================] - 0s 809us/step - loss: 0.3304 - accuracy: 0.8656
Epoch 289/500
450/450 [==============================] - 0s 828us/step - loss: 0.3307 - accuracy: 0.8640
Epoch 290/500
450/450 [==============================] - 0s 862us/step - loss: 0.3304 - accuracy: 0.8637
Epoch 291/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3303 - accuracy: 0.8639
Epoch 292/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8657
Epoch 293/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3297 - accuracy: 0.8657
Epoch 294/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8621
Epoch 295/500
450/450 [==============================] - 0s 932us/step - loss: 0.3304 - accuracy: 0.8642
Epoch 296/500
450/450 [==============================] - 0s 977us/step - loss: 0.3302 - accuracy: 0.8629
Epoch 297/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3294 - accuracy: 0.8660
Epoch 298/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8654
Epoch 299/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8644
Epoch 300/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8649
Epoch 301/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8635
Epoch 302/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8631
Epoch 303/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3306 - accuracy: 0.8639
Epoch 304/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3304 - accuracy: 0.8635
Epoch 305/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8640
Epoch 306/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8651
Epoch 307/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3298 - accuracy: 0.8665
Epoch 308/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3299 - accuracy: 0.8657
Epoch 309/500
450/450 [==============================] - 0s 743us/step - loss: 0.3299 - accuracy: 0.8636
Epoch 310/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3304 - accuracy: 0.8617
Epoch 311/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3296 - accuracy: 0.8643
Epoch 312/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3296 - accuracy: 0.8636
Epoch 313/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3298 - accuracy: 0.8647: 0s - loss: 0.3295 - accuracy: 0.86
Epoch 314/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8656: 0s - loss: 0.3289 - accuracy:
Epoch 315/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3301 - accuracy: 0.8644
Epoch 316/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8658
Epoch 317/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8661
Epoch 318/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3306 - accuracy: 0.8632
Epoch 319/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3296 - accuracy: 0.8643
Epoch 320/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3299 - accuracy: 0.8636
Epoch 321/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8650
Epoch 322/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3298 - accuracy: 0.8664
Epoch 323/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3305 - accuracy: 0.8632
Epoch 324/500
450/450 [==============================] - 0s 786us/step - loss: 0.3305 - accuracy: 0.8625
Epoch 325/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3299 - accuracy: 0.8661
Epoch 326/500
450/450 [==============================] - 0s 800us/step - loss: 0.3299 - accuracy: 0.8646
Epoch 327/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3300 - accuracy: 0.8651
Epoch 328/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3310 - accuracy: 0.8646
Epoch 329/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8625
Epoch 330/500
450/450 [==============================] - 0s 918us/step - loss: 0.3297 - accuracy: 0.8656
Epoch 331/500
450/450 [==============================] - 0s 997us/step - loss: 0.3301 - accuracy: 0.8651
Epoch 332/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3294 - accuracy: 0.8654
Epoch 333/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3295 - accuracy: 0.8649
Epoch 334/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3303 - accuracy: 0.8628
Epoch 335/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3300 - accuracy: 0.8632
Epoch 336/500
450/450 [==============================] - 0s 935us/step - loss: 0.3306 - accuracy: 0.8643
Epoch 337/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3306 - accuracy: 0.8636
Epoch 338/500
450/450 [==============================] - 0s 921us/step - loss: 0.3296 - accuracy: 0.8651
Epoch 339/500
450/450 [==============================] - 0s 889us/step - loss: 0.3303 - accuracy: 0.8631
Epoch 340/500
450/450 [==============================] - 0s 960us/step - loss: 0.3302 - accuracy: 0.8651
Epoch 341/500
450/450 [==============================] - 0s 866us/step - loss: 0.3305 - accuracy: 0.8618
Epoch 342/500
450/450 [==============================] - 0s 924us/step - loss: 0.3298 - accuracy: 0.8650
Epoch 343/500
450/450 [==============================] - 0s 843us/step - loss: 0.3292 - accuracy: 0.8646
Epoch 344/500
450/450 [==============================] - 0s 901us/step - loss: 0.3301 - accuracy: 0.8636
Epoch 345/500
450/450 [==============================] - 0s 844us/step - loss: 0.3305 - accuracy: 0.8653
Epoch 346/500
450/450 [==============================] - 0s 839us/step - loss: 0.3294 - accuracy: 0.8629
Epoch 347/500
450/450 [==============================] - 0s 981us/step - loss: 0.3306 - accuracy: 0.8625
Epoch 348/500
450/450 [==============================] - 0s 745us/step - loss: 0.3305 - accuracy: 0.8626
Epoch 349/500
450/450 [==============================] - 0s 847us/step - loss: 0.3295 - accuracy: 0.8654
Epoch 350/500
450/450 [==============================] - 0s 774us/step - loss: 0.3294 - accuracy: 0.8647
Epoch 351/500
450/450 [==============================] - 0s 817us/step - loss: 0.3297 - accuracy: 0.8671
Epoch 352/500
450/450 [==============================] - 0s 826us/step - loss: 0.3303 - accuracy: 0.8649
Epoch 353/500
450/450 [==============================] - 0s 929us/step - loss: 0.3301 - accuracy: 0.8651
Epoch 354/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3292 - accuracy: 0.8647: 0s - loss: 0.3368 - accura
Epoch 355/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3298 - accuracy: 0.8643
Epoch 356/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8674
Epoch 357/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3301 - accuracy: 0.8658: 0s - loss: 0.3332 - accu
Epoch 358/500
450/450 [==============================] - 0s 954us/step - loss: 0.3299 - accuracy: 0.86420s - loss: 0.3277 - accuracy
Epoch 359/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3296 - accuracy: 0.8656
Epoch 360/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8661
Epoch 361/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3303 - accuracy: 0.8653
Epoch 362/500
450/450 [==============================] - 0s 933us/step - loss: 0.3301 - accuracy: 0.8628
Epoch 363/500
450/450 [==============================] - 0s 956us/step - loss: 0.3301 - accuracy: 0.8642
Epoch 364/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8654
Epoch 365/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3299 - accuracy: 0.8628: 0s - loss: 0.3144 - accura
Epoch 366/500
450/450 [==============================] - 0s 936us/step - loss: 0.3297 - accuracy: 0.8657
Epoch 367/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3293 - accuracy: 0.8661
Epoch 368/500
450/450 [==============================] - 0s 863us/step - loss: 0.3303 - accuracy: 0.8636
Epoch 369/500
450/450 [==============================] - 0s 848us/step - loss: 0.3300 - accuracy: 0.8642
Epoch 370/500
450/450 [==============================] - 0s 930us/step - loss: 0.3298 - accuracy: 0.8631
Epoch 371/500
450/450 [==============================] - 0s 920us/step - loss: 0.3292 - accuracy: 0.8629
Epoch 372/500
450/450 [==============================] - 0s 914us/step - loss: 0.3298 - accuracy: 0.8635
Epoch 373/500
450/450 [==============================] - 0s 897us/step - loss: 0.3295 - accuracy: 0.8668
Epoch 374/500
450/450 [==============================] - 0s 975us/step - loss: 0.3293 - accuracy: 0.8640
Epoch 375/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3299 - accuracy: 0.8642
Epoch 376/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3296 - accuracy: 0.8636
Epoch 377/500
450/450 [==============================] - 0s 864us/step - loss: 0.3298 - accuracy: 0.8643
Epoch 378/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3297 - accuracy: 0.8646
Epoch 379/500
450/450 [==============================] - 0s 958us/step - loss: 0.3293 - accuracy: 0.8635
Epoch 380/500
450/450 [==============================] - 0s 903us/step - loss: 0.3295 - accuracy: 0.8653
Epoch 381/500
450/450 [==============================] - 0s 967us/step - loss: 0.3301 - accuracy: 0.8629
Epoch 382/500
450/450 [==============================] - 0s 818us/step - loss: 0.3300 - accuracy: 0.8651
Epoch 383/500
450/450 [==============================] - 0s 799us/step - loss: 0.3303 - accuracy: 0.8633
Epoch 384/500
450/450 [==============================] - 0s 806us/step - loss: 0.3300 - accuracy: 0.8646
Epoch 385/500
450/450 [==============================] - 0s 839us/step - loss: 0.3299 - accuracy: 0.8654
Epoch 386/500
450/450 [==============================] - 0s 799us/step - loss: 0.3300 - accuracy: 0.8654
Epoch 387/500
450/450 [==============================] - 0s 768us/step - loss: 0.3300 - accuracy: 0.8657
Epoch 388/500
450/450 [==============================] - 0s 765us/step - loss: 0.3297 - accuracy: 0.8639
Epoch 389/500
450/450 [==============================] - 0s 766us/step - loss: 0.3300 - accuracy: 0.8654
Epoch 390/500
450/450 [==============================] - 0s 980us/step - loss: 0.3291 - accuracy: 0.8662
Epoch 391/500
450/450 [==============================] - 0s 818us/step - loss: 0.3297 - accuracy: 0.8636
Epoch 392/500
450/450 [==============================] - 0s 761us/step - loss: 0.3292 - accuracy: 0.8639
Epoch 393/500
450/450 [==============================] - 0s 803us/step - loss: 0.3303 - accuracy: 0.8631
Epoch 394/500
450/450 [==============================] - 0s 749us/step - loss: 0.3298 - accuracy: 0.8647
Epoch 395/500
450/450 [==============================] - 0s 754us/step - loss: 0.3297 - accuracy: 0.8649
Epoch 396/500
450/450 [==============================] - 0s 756us/step - loss: 0.3300 - accuracy: 0.8642
Epoch 397/500
450/450 [==============================] - 0s 760us/step - loss: 0.3297 - accuracy: 0.8646
Epoch 398/500
450/450 [==============================] - 0s 749us/step - loss: 0.3292 - accuracy: 0.8629
Epoch 399/500
450/450 [==============================] - 0s 760us/step - loss: 0.3303 - accuracy: 0.8640
Epoch 400/500
450/450 [==============================] - 0s 756us/step - loss: 0.3303 - accuracy: 0.8651
Epoch 401/500
450/450 [==============================] - 0s 746us/step - loss: 0.3295 - accuracy: 0.8646
Epoch 402/500
450/450 [==============================] - 0s 765us/step - loss: 0.3297 - accuracy: 0.8647
Epoch 403/500
450/450 [==============================] - 0s 770us/step - loss: 0.3300 - accuracy: 0.8631
Epoch 404/500
450/450 [==============================] - 0s 749us/step - loss: 0.3295 - accuracy: 0.8653
Epoch 405/500
450/450 [==============================] - 0s 784us/step - loss: 0.3295 - accuracy: 0.8639
Epoch 406/500
450/450 [==============================] - 0s 778us/step - loss: 0.3300 - accuracy: 0.8640
Epoch 407/500
450/450 [==============================] - 0s 742us/step - loss: 0.3301 - accuracy: 0.8658
Epoch 408/500
450/450 [==============================] - 0s 774us/step - loss: 0.3296 - accuracy: 0.8675
Epoch 409/500
450/450 [==============================] - 0s 745us/step - loss: 0.3301 - accuracy: 0.8636
Epoch 410/500
450/450 [==============================] - 0s 741us/step - loss: 0.3297 - accuracy: 0.8639
Epoch 411/500
450/450 [==============================] - 0s 764us/step - loss: 0.3290 - accuracy: 0.8642
Epoch 412/500
450/450 [==============================] - 0s 745us/step - loss: 0.3304 - accuracy: 0.8644
Epoch 413/500
450/450 [==============================] - 0s 739us/step - loss: 0.3296 - accuracy: 0.8631
Epoch 414/500
450/450 [==============================] - 0s 765us/step - loss: 0.3297 - accuracy: 0.8656
Epoch 415/500
450/450 [==============================] - 0s 755us/step - loss: 0.3287 - accuracy: 0.8660
Epoch 416/500
450/450 [==============================] - 0s 742us/step - loss: 0.3302 - accuracy: 0.8664
Epoch 417/500
450/450 [==============================] - 0s 777us/step - loss: 0.3294 - accuracy: 0.8643
Epoch 418/500
450/450 [==============================] - 0s 753us/step - loss: 0.3297 - accuracy: 0.8637
Epoch 419/500
450/450 [==============================] - 0s 743us/step - loss: 0.3293 - accuracy: 0.8622
Epoch 420/500
450/450 [==============================] - 0s 777us/step - loss: 0.3299 - accuracy: 0.8633
Epoch 421/500
450/450 [==============================] - 0s 747us/step - loss: 0.3295 - accuracy: 0.8640
Epoch 422/500
450/450 [==============================] - 0s 741us/step - loss: 0.3298 - accuracy: 0.8628
Epoch 423/500
450/450 [==============================] - 0s 778us/step - loss: 0.3294 - accuracy: 0.8651
Epoch 424/500
450/450 [==============================] - 0s 755us/step - loss: 0.3300 - accuracy: 0.8660
Epoch 425/500
450/450 [==============================] - 0s 747us/step - loss: 0.3296 - accuracy: 0.8653
Epoch 426/500
450/450 [==============================] - 0s 757us/step - loss: 0.3297 - accuracy: 0.8639
Epoch 427/500
450/450 [==============================] - 0s 743us/step - loss: 0.3300 - accuracy: 0.8636
Epoch 428/500
450/450 [==============================] - 0s 749us/step - loss: 0.3291 - accuracy: 0.8676
Epoch 429/500
450/450 [==============================] - 0s 757us/step - loss: 0.3292 - accuracy: 0.8671
Epoch 430/500
450/450 [==============================] - 0s 752us/step - loss: 0.3294 - accuracy: 0.8647
Epoch 431/500
450/450 [==============================] - 0s 764us/step - loss: 0.3291 - accuracy: 0.8653
Epoch 432/500
450/450 [==============================] - 0s 755us/step - loss: 0.3299 - accuracy: 0.8626
Epoch 433/500
450/450 [==============================] - 0s 745us/step - loss: 0.3294 - accuracy: 0.8625
Epoch 434/500
450/450 [==============================] - 0s 794us/step - loss: 0.3298 - accuracy: 0.8644
Epoch 435/500
450/450 [==============================] - 0s 761us/step - loss: 0.3299 - accuracy: 0.8622
Epoch 436/500
450/450 [==============================] - 0s 744us/step - loss: 0.3297 - accuracy: 0.8636
Epoch 437/500
450/450 [==============================] - 0s 768us/step - loss: 0.3294 - accuracy: 0.8654
Epoch 438/500
450/450 [==============================] - 0s 741us/step - loss: 0.3294 - accuracy: 0.8633
Epoch 439/500
450/450 [==============================] - 0s 750us/step - loss: 0.3296 - accuracy: 0.8662
Epoch 440/500
450/450 [==============================] - 0s 775us/step - loss: 0.3299 - accuracy: 0.8643
Epoch 441/500
450/450 [==============================] - 0s 746us/step - loss: 0.3298 - accuracy: 0.8642
Epoch 442/500
450/450 [==============================] - 0s 911us/step - loss: 0.3294 - accuracy: 0.8636
Epoch 443/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3295 - accuracy: 0.8660
Epoch 444/500
450/450 [==============================] - 0s 843us/step - loss: 0.3293 - accuracy: 0.8662
Epoch 445/500
450/450 [==============================] - 0s 966us/step - loss: 0.3297 - accuracy: 0.8642
Epoch 446/500
450/450 [==============================] - 0s 832us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 447/500
450/450 [==============================] - 0s 830us/step - loss: 0.3295 - accuracy: 0.8632
Epoch 448/500
450/450 [==============================] - 0s 814us/step - loss: 0.3299 - accuracy: 0.8646
Epoch 449/500
450/450 [==============================] - 0s 911us/step - loss: 0.3298 - accuracy: 0.8656
Epoch 450/500
450/450 [==============================] - 0s 866us/step - loss: 0.3291 - accuracy: 0.8672
Epoch 451/500
450/450 [==============================] - 0s 882us/step - loss: 0.3295 - accuracy: 0.8639
Epoch 452/500
450/450 [==============================] - 0s 821us/step - loss: 0.3297 - accuracy: 0.8640
Epoch 453/500
450/450 [==============================] - 0s 824us/step - loss: 0.3293 - accuracy: 0.8643
Epoch 454/500
450/450 [==============================] - 0s 803us/step - loss: 0.3294 - accuracy: 0.8642
Epoch 455/500
450/450 [==============================] - 0s 771us/step - loss: 0.3298 - accuracy: 0.8637
Epoch 456/500
450/450 [==============================] - 0s 742us/step - loss: 0.3297 - accuracy: 0.8649
Epoch 457/500
450/450 [==============================] - 0s 755us/step - loss: 0.3294 - accuracy: 0.8646
Epoch 458/500
450/450 [==============================] - 0s 767us/step - loss: 0.3292 - accuracy: 0.8619
Epoch 459/500
450/450 [==============================] - 0s 864us/step - loss: 0.3300 - accuracy: 0.8644
Epoch 460/500
450/450 [==============================] - 0s 800us/step - loss: 0.3297 - accuracy: 0.8646
Epoch 461/500
450/450 [==============================] - 0s 824us/step - loss: 0.3295 - accuracy: 0.8637
Epoch 462/500
450/450 [==============================] - 0s 800us/step - loss: 0.3297 - accuracy: 0.8665
Epoch 463/500
450/450 [==============================] - 0s 798us/step - loss: 0.3290 - accuracy: 0.8678
Epoch 464/500
450/450 [==============================] - 0s 783us/step - loss: 0.3294 - accuracy: 0.8649
Epoch 465/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3297 - accuracy: 0.8642: 0s - loss: 0.3304 - accura
Epoch 466/500
450/450 [==============================] - 0s 777us/step - loss: 0.3295 - accuracy: 0.8662
Epoch 467/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3292 - accuracy: 0.8636
Epoch 468/500
450/450 [==============================] - 0s 762us/step - loss: 0.3291 - accuracy: 0.8649
Epoch 469/500
450/450 [==============================] - 0s 773us/step - loss: 0.3298 - accuracy: 0.8642
Epoch 470/500
450/450 [==============================] - 0s 751us/step - loss: 0.3292 - accuracy: 0.8629
Epoch 471/500
450/450 [==============================] - 0s 772us/step - loss: 0.3292 - accuracy: 0.8651
Epoch 472/500
450/450 [==============================] - 0s 804us/step - loss: 0.3296 - accuracy: 0.8631
Epoch 473/500
450/450 [==============================] - 0s 805us/step - loss: 0.3300 - accuracy: 0.8656
Epoch 474/500
450/450 [==============================] - 0s 819us/step - loss: 0.3291 - accuracy: 0.8651
Epoch 475/500
450/450 [==============================] - 0s 811us/step - loss: 0.3293 - accuracy: 0.8653
Epoch 476/500
450/450 [==============================] - 0s 778us/step - loss: 0.3302 - accuracy: 0.8650
Epoch 477/500
450/450 [==============================] - 0s 776us/step - loss: 0.3287 - accuracy: 0.8647
Epoch 478/500
450/450 [==============================] - 0s 746us/step - loss: 0.3293 - accuracy: 0.8661
Epoch 479/500
450/450 [==============================] - 0s 754us/step - loss: 0.3299 - accuracy: 0.8646
Epoch 480/500
450/450 [==============================] - 0s 780us/step - loss: 0.3300 - accuracy: 0.8650
Epoch 481/500
450/450 [==============================] - 0s 738us/step - loss: 0.3296 - accuracy: 0.8654
Epoch 482/500
450/450 [==============================] - 0s 745us/step - loss: 0.3293 - accuracy: 0.8636
Epoch 483/500
450/450 [==============================] - 0s 761us/step - loss: 0.3295 - accuracy: 0.8661
Epoch 484/500
450/450 [==============================] - 0s 745us/step - loss: 0.3295 - accuracy: 0.8631
Epoch 485/500
450/450 [==============================] - 0s 755us/step - loss: 0.3294 - accuracy: 0.8615
Epoch 486/500
450/450 [==============================] - 0s 784us/step - loss: 0.3287 - accuracy: 0.8658
Epoch 487/500
450/450 [==============================] - 0s 745us/step - loss: 0.3296 - accuracy: 0.8653
Epoch 488/500
450/450 [==============================] - 0s 751us/step - loss: 0.3294 - accuracy: 0.8647
Epoch 489/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3293 - accuracy: 0.8657
Epoch 490/500
450/450 [==============================] - 0s 815us/step - loss: 0.3291 - accuracy: 0.8658
Epoch 491/500
450/450 [==============================] - 0s 779us/step - loss: 0.3301 - accuracy: 0.8639
Epoch 492/500
450/450 [==============================] - 0s 983us/step - loss: 0.3290 - accuracy: 0.8658
Epoch 493/500
450/450 [==============================] - 0s 854us/step - loss: 0.3292 - accuracy: 0.8650
Epoch 494/500
450/450 [==============================] - 0s 862us/step - loss: 0.3284 - accuracy: 0.8633
Epoch 495/500
450/450 [==============================] - 0s 997us/step - loss: 0.3290 - accuracy: 0.8649
Epoch 496/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3295 - accuracy: 0.8649: 0s - loss: 0.3134 -
Epoch 497/500
450/450 [==============================] - 0s 967us/step - loss: 0.3287 - accuracy: 0.8654
Epoch 498/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3295 - accuracy: 0.8650
Epoch 499/500
450/450 [==============================] - 0s 811us/step - loss: 0.3298 - accuracy: 0.8650
Epoch 500/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3293 - accuracy: 0.8650
Epoch 1/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5871 - accuracy: 0.7943: 0s - loss: 0.6287 - accuracy: - ETA: 0s - loss: 0.6059 - accuracy
Epoch 2/500
450/450 [==============================] - 0s 993us/step - loss: 0.5196 - accuracy: 0.79530s - loss: 0.5184 - accuracy: 0.
Epoch 3/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5094 - accuracy: 0.7953
Epoch 4/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5075 - accuracy: 0.7953
Epoch 5/500
450/450 [==============================] - 0s 825us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 6/500
450/450 [==============================] - 0s 827us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 7/500
450/450 [==============================] - 0s 823us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 8/500
450/450 [==============================] - 0s 888us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 9/500
450/450 [==============================] - 0s 880us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 10/500
450/450 [==============================] - 0s 930us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 11/500
450/450 [==============================] - 0s 988us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 12/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 13/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953: 0s - loss: 0.5119 - accuracy:
Epoch 14/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 15/500
450/450 [==============================] - 0s 898us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 16/500
450/450 [==============================] - 0s 884us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 17/500
450/450 [==============================] - 0s 864us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 18/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 19/500
450/450 [==============================] - 0s 965us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 20/500
450/450 [==============================] - 0s 937us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 21/500
450/450 [==============================] - 0s 945us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 22/500
450/450 [==============================] - 0s 868us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 23/500
450/450 [==============================] - 0s 911us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 24/500
450/450 [==============================] - 0s 982us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 25/500
450/450 [==============================] - 0s 964us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 26/500
450/450 [==============================] - 0s 912us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 27/500
450/450 [==============================] - 0s 917us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 28/500
450/450 [==============================] - 0s 918us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 29/500
450/450 [==============================] - 0s 884us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 30/500
450/450 [==============================] - 0s 953us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 31/500
450/450 [==============================] - 0s 944us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 32/500
450/450 [==============================] - 0s 945us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 33/500
450/450 [==============================] - 0s 939us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 34/500
450/450 [==============================] - 0s 902us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 35/500
450/450 [==============================] - 0s 932us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 36/500
450/450 [==============================] - 0s 891us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 37/500
450/450 [==============================] - 0s 943us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 38/500
450/450 [==============================] - 0s 884us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 39/500
450/450 [==============================] - 0s 927us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 40/500
450/450 [==============================] - 0s 924us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 41/500
450/450 [==============================] - 0s 936us/step - loss: 0.5062 - accuracy: 0.7953
Epoch 42/500
450/450 [==============================] - 0s 888us/step - loss: 0.5059 - accuracy: 0.7953
Epoch 43/500
450/450 [==============================] - 0s 868us/step - loss: 0.5055 - accuracy: 0.7953
Epoch 44/500
450/450 [==============================] - 0s 896us/step - loss: 0.5049 - accuracy: 0.7953
Epoch 45/500
450/450 [==============================] - 0s 888us/step - loss: 0.5040 - accuracy: 0.7953
Epoch 46/500
450/450 [==============================] - 0s 856us/step - loss: 0.5023 - accuracy: 0.7953
Epoch 47/500
450/450 [==============================] - 0s 902us/step - loss: 0.4992 - accuracy: 0.7953
Epoch 48/500
450/450 [==============================] - 0s 883us/step - loss: 0.4931 - accuracy: 0.7953
Epoch 49/500
450/450 [==============================] - 0s 911us/step - loss: 0.4821 - accuracy: 0.7954
Epoch 50/500
450/450 [==============================] - 0s 864us/step - loss: 0.4673 - accuracy: 0.7953
Epoch 51/500
450/450 [==============================] - 0s 874us/step - loss: 0.4555 - accuracy: 0.7999
Epoch 52/500
450/450 [==============================] - 0s 973us/step - loss: 0.4486 - accuracy: 0.8037
Epoch 53/500
450/450 [==============================] - 0s 874us/step - loss: 0.4444 - accuracy: 0.8065
Epoch 54/500
450/450 [==============================] - 0s 920us/step - loss: 0.4412 - accuracy: 0.8068
Epoch 55/500
450/450 [==============================] - 0s 927us/step - loss: 0.4383 - accuracy: 0.8076
Epoch 56/500
450/450 [==============================] - 0s 884us/step - loss: 0.4353 - accuracy: 0.8119
Epoch 57/500
450/450 [==============================] - 0s 922us/step - loss: 0.4317 - accuracy: 0.8139
Epoch 58/500
450/450 [==============================] - 0s 875us/step - loss: 0.4277 - accuracy: 0.8171
Epoch 59/500
450/450 [==============================] - 0s 930us/step - loss: 0.4236 - accuracy: 0.82130s - loss: 0.4276 - accuracy:
Epoch 60/500
450/450 [==============================] - 0s 882us/step - loss: 0.4185 - accuracy: 0.8226
Epoch 61/500
450/450 [==============================] - 0s 891us/step - loss: 0.4129 - accuracy: 0.8246
Epoch 62/500
450/450 [==============================] - 0s 902us/step - loss: 0.4065 - accuracy: 0.8283
Epoch 63/500
450/450 [==============================] - 0s 875us/step - loss: 0.4003 - accuracy: 0.8326
Epoch 64/500
450/450 [==============================] - 0s 924us/step - loss: 0.3940 - accuracy: 0.8347
Epoch 65/500
450/450 [==============================] - 0s 873us/step - loss: 0.3873 - accuracy: 0.8389
Epoch 66/500
450/450 [==============================] - 0s 888us/step - loss: 0.3815 - accuracy: 0.8407
Epoch 67/500
450/450 [==============================] - 0s 872us/step - loss: 0.3759 - accuracy: 0.8456
Epoch 68/500
450/450 [==============================] - 0s 878us/step - loss: 0.3708 - accuracy: 0.8503
Epoch 69/500
450/450 [==============================] - 0s 921us/step - loss: 0.3668 - accuracy: 0.8517
Epoch 70/500
450/450 [==============================] - 0s 866us/step - loss: 0.3638 - accuracy: 0.8510
Epoch 71/500
450/450 [==============================] - 0s 916us/step - loss: 0.3608 - accuracy: 0.8522
Epoch 72/500
450/450 [==============================] - 0s 875us/step - loss: 0.3592 - accuracy: 0.8531
Epoch 73/500
450/450 [==============================] - 0s 862us/step - loss: 0.3574 - accuracy: 0.8560
Epoch 74/500
450/450 [==============================] - 0s 915us/step - loss: 0.3562 - accuracy: 0.8564
Epoch 75/500
450/450 [==============================] - 0s 881us/step - loss: 0.3550 - accuracy: 0.8569
Epoch 76/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3543 - accuracy: 0.8572
Epoch 77/500
450/450 [==============================] - 0s 886us/step - loss: 0.3532 - accuracy: 0.8583
Epoch 78/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3527 - accuracy: 0.8579
Epoch 79/500
450/450 [==============================] - 0s 866us/step - loss: 0.3515 - accuracy: 0.8586
Epoch 80/500
450/450 [==============================] - 0s 862us/step - loss: 0.3513 - accuracy: 0.8583
Epoch 81/500
450/450 [==============================] - 0s 929us/step - loss: 0.3509 - accuracy: 0.8583
Epoch 82/500
450/450 [==============================] - 0s 868us/step - loss: 0.3503 - accuracy: 0.8560
Epoch 83/500
450/450 [==============================] - 0s 990us/step - loss: 0.3496 - accuracy: 0.8587
Epoch 84/500
450/450 [==============================] - 0s 870us/step - loss: 0.3491 - accuracy: 0.8592
Epoch 85/500
450/450 [==============================] - 0s 881us/step - loss: 0.3488 - accuracy: 0.8593
Epoch 86/500
450/450 [==============================] - 0s 871us/step - loss: 0.3485 - accuracy: 0.8592
Epoch 87/500
450/450 [==============================] - 0s 871us/step - loss: 0.3476 - accuracy: 0.8585
Epoch 88/500
450/450 [==============================] - 0s 967us/step - loss: 0.3475 - accuracy: 0.8606
Epoch 89/500
450/450 [==============================] - 0s 869us/step - loss: 0.3472 - accuracy: 0.8597
Epoch 90/500
450/450 [==============================] - 0s 928us/step - loss: 0.3468 - accuracy: 0.8576
Epoch 91/500
450/450 [==============================] - 0s 901us/step - loss: 0.3463 - accuracy: 0.8564
Epoch 92/500
450/450 [==============================] - 0s 872us/step - loss: 0.3458 - accuracy: 0.8587
Epoch 93/500
450/450 [==============================] - 0s 929us/step - loss: 0.3459 - accuracy: 0.8579
Epoch 94/500
450/450 [==============================] - 0s 876us/step - loss: 0.3451 - accuracy: 0.8607
Epoch 95/500
450/450 [==============================] - 0s 909us/step - loss: 0.3449 - accuracy: 0.85890s - loss: 0.3475 - accuracy: 0.
Epoch 96/500
450/450 [==============================] - 0s 914us/step - loss: 0.3448 - accuracy: 0.8603
Epoch 97/500
450/450 [==============================] - 0s 875us/step - loss: 0.3441 - accuracy: 0.8589
Epoch 98/500
450/450 [==============================] - 0s 913us/step - loss: 0.3444 - accuracy: 0.8600
Epoch 99/500
450/450 [==============================] - 0s 875us/step - loss: 0.3440 - accuracy: 0.8599
Epoch 100/500
450/450 [==============================] - 0s 932us/step - loss: 0.3433 - accuracy: 0.8583
Epoch 101/500
450/450 [==============================] - 0s 868us/step - loss: 0.3432 - accuracy: 0.8611
Epoch 102/500
450/450 [==============================] - 0s 882us/step - loss: 0.3433 - accuracy: 0.8583
Epoch 103/500
450/450 [==============================] - 0s 897us/step - loss: 0.3423 - accuracy: 0.8599
Epoch 104/500
450/450 [==============================] - 0s 869us/step - loss: 0.3423 - accuracy: 0.8582
Epoch 105/500
450/450 [==============================] - 0s 927us/step - loss: 0.3417 - accuracy: 0.8599
Epoch 106/500
450/450 [==============================] - 0s 893us/step - loss: 0.3420 - accuracy: 0.86080s - loss: 0.3332 - accuracy:
Epoch 107/500
450/450 [==============================] - 0s 871us/step - loss: 0.3416 - accuracy: 0.8592
Epoch 108/500
450/450 [==============================] - 0s 914us/step - loss: 0.3412 - accuracy: 0.8593
Epoch 109/500
450/450 [==============================] - 0s 870us/step - loss: 0.3411 - accuracy: 0.8592
Epoch 110/500
450/450 [==============================] - 0s 927us/step - loss: 0.3410 - accuracy: 0.8596
Epoch 111/500
450/450 [==============================] - 0s 840us/step - loss: 0.3411 - accuracy: 0.8590
Epoch 112/500
450/450 [==============================] - 0s 854us/step - loss: 0.3410 - accuracy: 0.8562
Epoch 113/500
450/450 [==============================] - 0s 910us/step - loss: 0.3401 - accuracy: 0.8600
Epoch 114/500
450/450 [==============================] - 0s 903us/step - loss: 0.3400 - accuracy: 0.8600
Epoch 115/500
450/450 [==============================] - 0s 864us/step - loss: 0.3402 - accuracy: 0.8592
Epoch 116/500
450/450 [==============================] - 0s 860us/step - loss: 0.3398 - accuracy: 0.8586
Epoch 117/500
450/450 [==============================] - 0s 856us/step - loss: 0.3402 - accuracy: 0.8600
Epoch 118/500
450/450 [==============================] - 0s 961us/step - loss: 0.3397 - accuracy: 0.8592
Epoch 119/500
450/450 [==============================] - 0s 898us/step - loss: 0.3399 - accuracy: 0.8590
Epoch 120/500
450/450 [==============================] - 0s 927us/step - loss: 0.3398 - accuracy: 0.8587
Epoch 121/500
450/450 [==============================] - 0s 893us/step - loss: 0.3395 - accuracy: 0.8603
Epoch 122/500
450/450 [==============================] - 0s 913us/step - loss: 0.3393 - accuracy: 0.8572
Epoch 123/500
450/450 [==============================] - 0s 888us/step - loss: 0.3390 - accuracy: 0.8587
Epoch 124/500
450/450 [==============================] - 0s 914us/step - loss: 0.3394 - accuracy: 0.85890s - loss: 0.3264 - accura - ETA: 0s - loss: 0.3386 - accuracy: 0.
Epoch 125/500
450/450 [==============================] - 0s 927us/step - loss: 0.3395 - accuracy: 0.8587
Epoch 126/500
450/450 [==============================] - 0s 885us/step - loss: 0.3391 - accuracy: 0.8610
Epoch 127/500
450/450 [==============================] - 0s 954us/step - loss: 0.3390 - accuracy: 0.8596
Epoch 128/500
450/450 [==============================] - 0s 959us/step - loss: 0.3388 - accuracy: 0.8596
Epoch 129/500
450/450 [==============================] - 0s 890us/step - loss: 0.3386 - accuracy: 0.8592
Epoch 130/500
450/450 [==============================] - 0s 879us/step - loss: 0.3395 - accuracy: 0.8589
Epoch 131/500
450/450 [==============================] - 0s 861us/step - loss: 0.3386 - accuracy: 0.8592
Epoch 132/500
450/450 [==============================] - 0s 923us/step - loss: 0.3384 - accuracy: 0.8594
Epoch 133/500
450/450 [==============================] - 0s 879us/step - loss: 0.3393 - accuracy: 0.8589
Epoch 134/500
450/450 [==============================] - 0s 891us/step - loss: 0.3383 - accuracy: 0.8589
Epoch 135/500
450/450 [==============================] - 0s 930us/step - loss: 0.3386 - accuracy: 0.8585
Epoch 136/500
450/450 [==============================] - 0s 873us/step - loss: 0.3388 - accuracy: 0.8569
Epoch 137/500
450/450 [==============================] - 0s 894us/step - loss: 0.3389 - accuracy: 0.8575
Epoch 138/500
450/450 [==============================] - 0s 872us/step - loss: 0.3385 - accuracy: 0.8614
Epoch 139/500
450/450 [==============================] - 0s 854us/step - loss: 0.3383 - accuracy: 0.8601
Epoch 140/500
450/450 [==============================] - 0s 889us/step - loss: 0.3379 - accuracy: 0.8608
Epoch 141/500
450/450 [==============================] - 0s 869us/step - loss: 0.3384 - accuracy: 0.8603
Epoch 142/500
450/450 [==============================] - 0s 914us/step - loss: 0.3379 - accuracy: 0.86180s - loss: 0.3277 - accuracy:
Epoch 143/500
450/450 [==============================] - 0s 984us/step - loss: 0.3383 - accuracy: 0.8594
Epoch 144/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3378 - accuracy: 0.8592
Epoch 145/500
450/450 [==============================] - 0s 901us/step - loss: 0.3381 - accuracy: 0.8581
Epoch 146/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3383 - accuracy: 0.8586: 0s - loss: 0.3391 - accuracy: 0.
Epoch 147/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3379 - accuracy: 0.8592
Epoch 148/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3372 - accuracy: 0.8617
Epoch 149/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3379 - accuracy: 0.8606
Epoch 150/500
450/450 [==============================] - 0s 989us/step - loss: 0.3380 - accuracy: 0.8594
Epoch 151/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3379 - accuracy: 0.8589
Epoch 152/500
450/450 [==============================] - 0s 921us/step - loss: 0.3384 - accuracy: 0.8594
Epoch 153/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3382 - accuracy: 0.8594
Epoch 154/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3377 - accuracy: 0.8597
Epoch 155/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3382 - accuracy: 0.8600
Epoch 156/500
450/450 [==============================] - 0s 959us/step - loss: 0.3376 - accuracy: 0.8612
Epoch 157/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3370 - accuracy: 0.8606
Epoch 158/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3375 - accuracy: 0.8601
Epoch 159/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3382 - accuracy: 0.8599
Epoch 160/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3378 - accuracy: 0.8619
Epoch 161/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3382 - accuracy: 0.8604
Epoch 162/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3382 - accuracy: 0.8583
Epoch 163/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3374 - accuracy: 0.8593
Epoch 164/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3368 - accuracy: 0.8606
Epoch 165/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3380 - accuracy: 0.8581
Epoch 166/500
450/450 [==============================] - 0s 972us/step - loss: 0.3378 - accuracy: 0.8572
Epoch 167/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3378 - accuracy: 0.8587
Epoch 168/500
450/450 [==============================] - 0s 807us/step - loss: 0.3376 - accuracy: 0.8597
Epoch 169/500
450/450 [==============================] - 0s 781us/step - loss: 0.3380 - accuracy: 0.8611
Epoch 170/500
450/450 [==============================] - 0s 850us/step - loss: 0.3374 - accuracy: 0.8600
Epoch 171/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8579
Epoch 172/500
450/450 [==============================] - 0s 995us/step - loss: 0.3374 - accuracy: 0.8590
Epoch 173/500
450/450 [==============================] - 0s 928us/step - loss: 0.3377 - accuracy: 0.8607
Epoch 174/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3372 - accuracy: 0.8592
Epoch 175/500
450/450 [==============================] - 0s 928us/step - loss: 0.3374 - accuracy: 0.8608
Epoch 176/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8581
Epoch 177/500
450/450 [==============================] - 0s 963us/step - loss: 0.3374 - accuracy: 0.8583
Epoch 178/500
450/450 [==============================] - 0s 885us/step - loss: 0.3376 - accuracy: 0.8597
Epoch 179/500
450/450 [==============================] - 0s 869us/step - loss: 0.3368 - accuracy: 0.8617
Epoch 180/500
450/450 [==============================] - 0s 978us/step - loss: 0.3380 - accuracy: 0.8604
Epoch 181/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8585
Epoch 182/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3376 - accuracy: 0.8603
Epoch 183/500
450/450 [==============================] - 0s 972us/step - loss: 0.3377 - accuracy: 0.8592
Epoch 184/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3369 - accuracy: 0.8583
Epoch 185/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3372 - accuracy: 0.8604
Epoch 186/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3370 - accuracy: 0.8592
Epoch 187/500
450/450 [==============================] - 0s 927us/step - loss: 0.3369 - accuracy: 0.8596
Epoch 188/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3378 - accuracy: 0.8586
Epoch 189/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3366 - accuracy: 0.8596
Epoch 190/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3374 - accuracy: 0.8597
Epoch 191/500
450/450 [==============================] - 0s 817us/step - loss: 0.3370 - accuracy: 0.8596
Epoch 192/500
450/450 [==============================] - 0s 938us/step - loss: 0.3371 - accuracy: 0.8587
Epoch 193/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3373 - accuracy: 0.8597
Epoch 194/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3373 - accuracy: 0.8592
Epoch 195/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8597
Epoch 196/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3374 - accuracy: 0.8617
Epoch 197/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3371 - accuracy: 0.8586
Epoch 198/500
450/450 [==============================] - 0s 942us/step - loss: 0.3370 - accuracy: 0.8592
Epoch 199/500
450/450 [==============================] - 0s 968us/step - loss: 0.3374 - accuracy: 0.8590
Epoch 200/500
450/450 [==============================] - 0s 876us/step - loss: 0.3373 - accuracy: 0.8587
Epoch 201/500
450/450 [==============================] - 0s 853us/step - loss: 0.3377 - accuracy: 0.8593
Epoch 202/500
450/450 [==============================] - 0s 874us/step - loss: 0.3374 - accuracy: 0.8576
Epoch 203/500
450/450 [==============================] - 0s 920us/step - loss: 0.3369 - accuracy: 0.8603
Epoch 204/500
450/450 [==============================] - 0s 920us/step - loss: 0.3373 - accuracy: 0.8586
Epoch 205/500
450/450 [==============================] - 0s 988us/step - loss: 0.3367 - accuracy: 0.8593
Epoch 206/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3366 - accuracy: 0.8600
Epoch 207/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3365 - accuracy: 0.8590: 0s - loss: 0.3396 - accuracy
Epoch 208/500
450/450 [==============================] - 0s 764us/step - loss: 0.3375 - accuracy: 0.8582
Epoch 209/500
450/450 [==============================] - 0s 748us/step - loss: 0.3375 - accuracy: 0.8586
Epoch 210/500
450/450 [==============================] - 0s 842us/step - loss: 0.3374 - accuracy: 0.8589
Epoch 211/500
450/450 [==============================] - 0s 920us/step - loss: 0.3374 - accuracy: 0.8590
Epoch 212/500
450/450 [==============================] - 0s 967us/step - loss: 0.3371 - accuracy: 0.8601
Epoch 213/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3372 - accuracy: 0.8597
Epoch 214/500
450/450 [==============================] - 0s 852us/step - loss: 0.3367 - accuracy: 0.8583
Epoch 215/500
450/450 [==============================] - 0s 986us/step - loss: 0.3370 - accuracy: 0.8592
Epoch 216/500
450/450 [==============================] - 0s 942us/step - loss: 0.3369 - accuracy: 0.8594
Epoch 217/500
450/450 [==============================] - 0s 940us/step - loss: 0.3370 - accuracy: 0.8597
Epoch 218/500
450/450 [==============================] - 0s 851us/step - loss: 0.3370 - accuracy: 0.8587
Epoch 219/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3373 - accuracy: 0.8582
Epoch 220/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3372 - accuracy: 0.8561
Epoch 221/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3365 - accuracy: 0.8596
Epoch 222/500
450/450 [==============================] - 0s 947us/step - loss: 0.3368 - accuracy: 0.8581
Epoch 223/500
450/450 [==============================] - 0s 781us/step - loss: 0.3368 - accuracy: 0.8596
Epoch 224/500
450/450 [==============================] - 0s 939us/step - loss: 0.3361 - accuracy: 0.8594
Epoch 225/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3369 - accuracy: 0.8596
Epoch 226/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3369 - accuracy: 0.8597
Epoch 227/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3362 - accuracy: 0.8608
Epoch 228/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3365 - accuracy: 0.8601
Epoch 229/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3367 - accuracy: 0.8587
Epoch 230/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3363 - accuracy: 0.8607
Epoch 231/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3368 - accuracy: 0.8586
Epoch 232/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3368 - accuracy: 0.8607
Epoch 233/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3361 - accuracy: 0.8589
Epoch 234/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3369 - accuracy: 0.8587
Epoch 235/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3368 - accuracy: 0.8575
Epoch 236/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3369 - accuracy: 0.8586
Epoch 237/500
450/450 [==============================] - 0s 987us/step - loss: 0.3357 - accuracy: 0.85710s - loss: 0.3369 - accuracy: 0.85
Epoch 238/500
450/450 [==============================] - 0s 970us/step - loss: 0.3359 - accuracy: 0.8622
Epoch 239/500
450/450 [==============================] - 0s 957us/step - loss: 0.3360 - accuracy: 0.8589
Epoch 240/500
450/450 [==============================] - 0s 965us/step - loss: 0.3363 - accuracy: 0.8604
Epoch 241/500
450/450 [==============================] - 0s 930us/step - loss: 0.3358 - accuracy: 0.8587
Epoch 242/500
450/450 [==============================] - 0s 819us/step - loss: 0.3364 - accuracy: 0.8581
Epoch 243/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3363 - accuracy: 0.8576
Epoch 244/500
450/450 [==============================] - 0s 819us/step - loss: 0.3366 - accuracy: 0.8593
Epoch 245/500
450/450 [==============================] - 0s 932us/step - loss: 0.3361 - accuracy: 0.8593
Epoch 246/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3358 - accuracy: 0.8583
Epoch 247/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3365 - accuracy: 0.8576
Epoch 248/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8597
Epoch 249/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3358 - accuracy: 0.8600
Epoch 250/500
450/450 [==============================] - 0s 775us/step - loss: 0.3359 - accuracy: 0.8597
Epoch 251/500
450/450 [==============================] - 0s 751us/step - loss: 0.3360 - accuracy: 0.8599
Epoch 252/500
450/450 [==============================] - 0s 786us/step - loss: 0.3359 - accuracy: 0.8600
Epoch 253/500
450/450 [==============================] - 0s 873us/step - loss: 0.3358 - accuracy: 0.85940s - loss: 0.3428 - accuracy:
Epoch 254/500
450/450 [==============================] - 0s 877us/step - loss: 0.3358 - accuracy: 0.8590
Epoch 255/500
450/450 [==============================] - 0s 834us/step - loss: 0.3359 - accuracy: 0.8587
Epoch 256/500
450/450 [==============================] - 0s 727us/step - loss: 0.3359 - accuracy: 0.8589
Epoch 257/500
450/450 [==============================] - 0s 727us/step - loss: 0.3357 - accuracy: 0.8592
Epoch 258/500
450/450 [==============================] - 0s 840us/step - loss: 0.3358 - accuracy: 0.8597
Epoch 259/500
450/450 [==============================] - 0s 924us/step - loss: 0.3352 - accuracy: 0.8603
Epoch 260/500
450/450 [==============================] - 0s 859us/step - loss: 0.3359 - accuracy: 0.8587
Epoch 261/500
450/450 [==============================] - 0s 757us/step - loss: 0.3363 - accuracy: 0.8565
Epoch 262/500
450/450 [==============================] - 0s 922us/step - loss: 0.3351 - accuracy: 0.8618
Epoch 263/500
450/450 [==============================] - 0s 806us/step - loss: 0.3357 - accuracy: 0.8597
Epoch 264/500
450/450 [==============================] - 0s 734us/step - loss: 0.3359 - accuracy: 0.8592
Epoch 265/500
450/450 [==============================] - 0s 750us/step - loss: 0.3359 - accuracy: 0.8579
Epoch 266/500
450/450 [==============================] - 0s 892us/step - loss: 0.3357 - accuracy: 0.8571
Epoch 267/500
450/450 [==============================] - 0s 824us/step - loss: 0.3361 - accuracy: 0.8592
Epoch 268/500
450/450 [==============================] - 0s 799us/step - loss: 0.3356 - accuracy: 0.8601
Epoch 269/500
450/450 [==============================] - 0s 781us/step - loss: 0.3355 - accuracy: 0.8587
Epoch 270/500
450/450 [==============================] - 0s 752us/step - loss: 0.3357 - accuracy: 0.8583
Epoch 271/500
450/450 [==============================] - 0s 832us/step - loss: 0.3356 - accuracy: 0.8606
Epoch 272/500
450/450 [==============================] - 0s 765us/step - loss: 0.3356 - accuracy: 0.8600
Epoch 273/500
450/450 [==============================] - 0s 729us/step - loss: 0.3361 - accuracy: 0.8599
Epoch 274/500
450/450 [==============================] - 0s 847us/step - loss: 0.3357 - accuracy: 0.8600
Epoch 275/500
450/450 [==============================] - 0s 735us/step - loss: 0.3352 - accuracy: 0.8607
Epoch 276/500
450/450 [==============================] - 0s 744us/step - loss: 0.3353 - accuracy: 0.8597
Epoch 277/500
450/450 [==============================] - 0s 859us/step - loss: 0.3353 - accuracy: 0.8585
Epoch 278/500
450/450 [==============================] - 0s 836us/step - loss: 0.3358 - accuracy: 0.8600
Epoch 279/500
450/450 [==============================] - 0s 777us/step - loss: 0.3355 - accuracy: 0.8578
Epoch 280/500
450/450 [==============================] - 0s 808us/step - loss: 0.3354 - accuracy: 0.8589
Epoch 281/500
450/450 [==============================] - 0s 804us/step - loss: 0.3351 - accuracy: 0.8593
Epoch 282/500
450/450 [==============================] - 0s 923us/step - loss: 0.3358 - accuracy: 0.8597
Epoch 283/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8590
Epoch 284/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8593
Epoch 285/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3347 - accuracy: 0.8611
Epoch 286/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3354 - accuracy: 0.8601
Epoch 287/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3353 - accuracy: 0.8600
Epoch 288/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3350 - accuracy: 0.8624: 0s - loss:
Epoch 289/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3350 - accuracy: 0.8589
Epoch 290/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3356 - accuracy: 0.8597
Epoch 291/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3356 - accuracy: 0.8585
Epoch 292/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3348 - accuracy: 0.8589
Epoch 293/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3352 - accuracy: 0.8593
Epoch 294/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3351 - accuracy: 0.8590
Epoch 295/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3359 - accuracy: 0.8585
Epoch 296/500
450/450 [==============================] - 0s 849us/step - loss: 0.3353 - accuracy: 0.8590
Epoch 297/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3350 - accuracy: 0.8590
Epoch 298/500
450/450 [==============================] - 0s 746us/step - loss: 0.3349 - accuracy: 0.8582
Epoch 299/500
450/450 [==============================] - 0s 876us/step - loss: 0.3355 - accuracy: 0.8589
Epoch 300/500
450/450 [==============================] - 0s 961us/step - loss: 0.3347 - accuracy: 0.8590
Epoch 301/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3358 - accuracy: 0.8603
Epoch 302/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3356 - accuracy: 0.8590
Epoch 303/500
450/450 [==============================] - 0s 874us/step - loss: 0.3351 - accuracy: 0.8610
Epoch 304/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8600
Epoch 305/500
450/450 [==============================] - 0s 928us/step - loss: 0.3352 - accuracy: 0.8585
Epoch 306/500
450/450 [==============================] - 0s 908us/step - loss: 0.3346 - accuracy: 0.8585
Epoch 307/500
450/450 [==============================] - 0s 895us/step - loss: 0.3355 - accuracy: 0.8593
Epoch 308/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3352 - accuracy: 0.8589
Epoch 309/500
450/450 [==============================] - 0s 874us/step - loss: 0.3354 - accuracy: 0.8593
Epoch 310/500
450/450 [==============================] - 0s 933us/step - loss: 0.3349 - accuracy: 0.8587
Epoch 311/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3352 - accuracy: 0.8589
Epoch 312/500
450/450 [==============================] - 0s 869us/step - loss: 0.3345 - accuracy: 0.8586
Epoch 313/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3352 - accuracy: 0.8610
Epoch 314/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3346 - accuracy: 0.8615
Epoch 315/500
450/450 [==============================] - 0s 869us/step - loss: 0.3343 - accuracy: 0.8599
Epoch 316/500
450/450 [==============================] - 0s 937us/step - loss: 0.3349 - accuracy: 0.8589
Epoch 317/500
450/450 [==============================] - 0s 953us/step - loss: 0.3349 - accuracy: 0.8583
Epoch 318/500
450/450 [==============================] - 0s 910us/step - loss: 0.3352 - accuracy: 0.8594
Epoch 319/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3347 - accuracy: 0.8600
Epoch 320/500
450/450 [==============================] - 0s 907us/step - loss: 0.3348 - accuracy: 0.8600
Epoch 321/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3350 - accuracy: 0.8596
Epoch 322/500
450/450 [==============================] - 0s 915us/step - loss: 0.3347 - accuracy: 0.8599
Epoch 323/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3346 - accuracy: 0.8601
Epoch 324/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3350 - accuracy: 0.8596
Epoch 325/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3349 - accuracy: 0.8587
Epoch 326/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3346 - accuracy: 0.8571
Epoch 327/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3346 - accuracy: 0.8603
Epoch 328/500
450/450 [==============================] - 0s 910us/step - loss: 0.3348 - accuracy: 0.8594
Epoch 329/500
450/450 [==============================] - 0s 931us/step - loss: 0.3346 - accuracy: 0.8593
Epoch 330/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3345 - accuracy: 0.8601
Epoch 331/500
450/450 [==============================] - 0s 909us/step - loss: 0.3342 - accuracy: 0.8600
Epoch 332/500
450/450 [==============================] - 0s 908us/step - loss: 0.3350 - accuracy: 0.8585
Epoch 333/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8593
Epoch 334/500
450/450 [==============================] - 0s 927us/step - loss: 0.3345 - accuracy: 0.8618
Epoch 335/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3346 - accuracy: 0.8597
Epoch 336/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3349 - accuracy: 0.8579
Epoch 337/500
450/450 [==============================] - 0s 935us/step - loss: 0.3345 - accuracy: 0.8597
Epoch 338/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3347 - accuracy: 0.8593
Epoch 339/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8600
Epoch 340/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8607
Epoch 341/500
450/450 [==============================] - 0s 875us/step - loss: 0.3346 - accuracy: 0.8604
Epoch 342/500
450/450 [==============================] - 0s 890us/step - loss: 0.3345 - accuracy: 0.8601
Epoch 343/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3344 - accuracy: 0.8596
Epoch 344/500
450/450 [==============================] - 0s 886us/step - loss: 0.3348 - accuracy: 0.8601
Epoch 345/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3347 - accuracy: 0.8596
Epoch 346/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3350 - accuracy: 0.8607
Epoch 347/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3345 - accuracy: 0.8587: 0s - loss: 0.3268 - accuracy: 0.86 - ETA: 0s - loss: 0.3258
Epoch 348/500
450/450 [==============================] - 0s 916us/step - loss: 0.3341 - accuracy: 0.8589
Epoch 349/500
450/450 [==============================] - 0s 856us/step - loss: 0.3344 - accuracy: 0.8601
Epoch 350/500
450/450 [==============================] - 0s 846us/step - loss: 0.3342 - accuracy: 0.8596
Epoch 351/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3345 - accuracy: 0.8604
Epoch 352/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8583
Epoch 353/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8579
Epoch 354/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3344 - accuracy: 0.8599
Epoch 355/500
450/450 [==============================] - 0s 878us/step - loss: 0.3344 - accuracy: 0.8581
Epoch 356/500
450/450 [==============================] - 0s 883us/step - loss: 0.3344 - accuracy: 0.86070s - loss: 0.3372 - accuracy: 0.
Epoch 357/500
450/450 [==============================] - 0s 921us/step - loss: 0.3347 - accuracy: 0.8592
Epoch 358/500
450/450 [==============================] - 0s 972us/step - loss: 0.3343 - accuracy: 0.8597
Epoch 359/500
450/450 [==============================] - 0s 950us/step - loss: 0.3345 - accuracy: 0.8600
Epoch 360/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3336 - accuracy: 0.8589
Epoch 361/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3345 - accuracy: 0.8596
Epoch 362/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8604
Epoch 363/500
450/450 [==============================] - 0s 936us/step - loss: 0.3340 - accuracy: 0.8615
Epoch 364/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3338 - accuracy: 0.8606
Epoch 365/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3345 - accuracy: 0.8593
Epoch 366/500
450/450 [==============================] - 0s 927us/step - loss: 0.3343 - accuracy: 0.8590
Epoch 367/500
450/450 [==============================] - 0s 968us/step - loss: 0.3340 - accuracy: 0.8582
Epoch 368/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3342 - accuracy: 0.8589
Epoch 369/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3343 - accuracy: 0.8600
Epoch 370/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3344 - accuracy: 0.8603
Epoch 371/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3339 - accuracy: 0.8587
Epoch 372/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3339 - accuracy: 0.8599
Epoch 373/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8599: 0s - loss: 0.3299 - accuracy:
Epoch 374/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3339 - accuracy: 0.8600
Epoch 375/500
450/450 [==============================] - 0s 904us/step - loss: 0.3344 - accuracy: 0.8581
Epoch 376/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3341 - accuracy: 0.8610
Epoch 377/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3341 - accuracy: 0.8607
Epoch 378/500
450/450 [==============================] - 0s 915us/step - loss: 0.3341 - accuracy: 0.8589
Epoch 379/500
450/450 [==============================] - 0s 899us/step - loss: 0.3339 - accuracy: 0.8589
Epoch 380/500
450/450 [==============================] - 0s 886us/step - loss: 0.3341 - accuracy: 0.8592
Epoch 381/500
450/450 [==============================] - 0s 877us/step - loss: 0.3346 - accuracy: 0.8582
Epoch 382/500
450/450 [==============================] - 0s 954us/step - loss: 0.3340 - accuracy: 0.8600
Epoch 383/500
450/450 [==============================] - 0s 874us/step - loss: 0.3342 - accuracy: 0.8579
Epoch 384/500
450/450 [==============================] - 0s 859us/step - loss: 0.3335 - accuracy: 0.8597
Epoch 385/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3345 - accuracy: 0.8593
Epoch 386/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3339 - accuracy: 0.8599
Epoch 387/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3342 - accuracy: 0.8596
Epoch 388/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3338 - accuracy: 0.8587
Epoch 389/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3341 - accuracy: 0.8582
Epoch 390/500
450/450 [==============================] - 0s 891us/step - loss: 0.3340 - accuracy: 0.8611
Epoch 391/500
450/450 [==============================] - 0s 901us/step - loss: 0.3337 - accuracy: 0.8611
Epoch 392/500
450/450 [==============================] - 0s 871us/step - loss: 0.3345 - accuracy: 0.8578
Epoch 393/500
450/450 [==============================] - 0s 938us/step - loss: 0.3337 - accuracy: 0.8604
Epoch 394/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3345 - accuracy: 0.8586
Epoch 395/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3344 - accuracy: 0.8590: 0s - loss: 0.3241 - accura
Epoch 396/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3337 - accuracy: 0.8597
Epoch 397/500
450/450 [==============================] - 0s 920us/step - loss: 0.3341 - accuracy: 0.8594
Epoch 398/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3342 - accuracy: 0.8589
Epoch 399/500
450/450 [==============================] - 0s 895us/step - loss: 0.3338 - accuracy: 0.8586
Epoch 400/500
450/450 [==============================] - 0s 920us/step - loss: 0.3341 - accuracy: 0.8586
Epoch 401/500
450/450 [==============================] - 0s 975us/step - loss: 0.3338 - accuracy: 0.8579
Epoch 402/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3339 - accuracy: 0.8607
Epoch 403/500
450/450 [==============================] - 0s 870us/step - loss: 0.3342 - accuracy: 0.8590
Epoch 404/500
450/450 [==============================] - 0s 922us/step - loss: 0.3340 - accuracy: 0.8604
Epoch 405/500
450/450 [==============================] - 0s 894us/step - loss: 0.3329 - accuracy: 0.8606
Epoch 406/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3341 - accuracy: 0.8575: 0s - loss: 0.3337 - accuracy
Epoch 407/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3335 - accuracy: 0.8611
Epoch 408/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3339 - accuracy: 0.8604
Epoch 409/500
450/450 [==============================] - 0s 970us/step - loss: 0.3337 - accuracy: 0.8600
Epoch 410/500
450/450 [==============================] - 0s 974us/step - loss: 0.3337 - accuracy: 0.8601
Epoch 411/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3343 - accuracy: 0.8597
Epoch 412/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3336 - accuracy: 0.8583: 0s - loss: 0.3352 - accuracy: 0.
Epoch 413/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3341 - accuracy: 0.8589
Epoch 414/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3338 - accuracy: 0.8594
Epoch 415/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3337 - accuracy: 0.8607
Epoch 416/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8571
Epoch 417/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3336 - accuracy: 0.8593
Epoch 418/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3336 - accuracy: 0.8603
Epoch 419/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3334 - accuracy: 0.8599
Epoch 420/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3333 - accuracy: 0.8600
Epoch 421/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3340 - accuracy: 0.8594
Epoch 422/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3339 - accuracy: 0.8612
Epoch 423/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3335 - accuracy: 0.8600
Epoch 424/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8600
Epoch 425/500
450/450 [==============================] - 0s 754us/step - loss: 0.3337 - accuracy: 0.8594
Epoch 426/500
450/450 [==============================] - 0s 793us/step - loss: 0.3335 - accuracy: 0.8617
Epoch 427/500
450/450 [==============================] - 0s 767us/step - loss: 0.3337 - accuracy: 0.8607
Epoch 428/500
450/450 [==============================] - 0s 784us/step - loss: 0.3335 - accuracy: 0.8601
Epoch 429/500
450/450 [==============================] - 0s 948us/step - loss: 0.3340 - accuracy: 0.8581
Epoch 430/500
450/450 [==============================] - 0s 766us/step - loss: 0.3337 - accuracy: 0.8582
Epoch 431/500
450/450 [==============================] - 0s 850us/step - loss: 0.3339 - accuracy: 0.8619
Epoch 432/500
450/450 [==============================] - 0s 752us/step - loss: 0.3340 - accuracy: 0.8596
Epoch 433/500
450/450 [==============================] - 0s 992us/step - loss: 0.3341 - accuracy: 0.8592
Epoch 434/500
450/450 [==============================] - 0s 937us/step - loss: 0.3336 - accuracy: 0.8600
Epoch 435/500
450/450 [==============================] - 0s 901us/step - loss: 0.3338 - accuracy: 0.8586
Epoch 436/500
450/450 [==============================] - 0s 890us/step - loss: 0.3336 - accuracy: 0.8581
Epoch 437/500
450/450 [==============================] - 0s 926us/step - loss: 0.3339 - accuracy: 0.8596
Epoch 438/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3337 - accuracy: 0.8603
Epoch 439/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3338 - accuracy: 0.8604
Epoch 440/500
450/450 [==============================] - 0s 933us/step - loss: 0.3332 - accuracy: 0.8594
Epoch 441/500
450/450 [==============================] - 0s 789us/step - loss: 0.3337 - accuracy: 0.8589
Epoch 442/500
450/450 [==============================] - 0s 767us/step - loss: 0.3335 - accuracy: 0.8589
Epoch 443/500
450/450 [==============================] - 0s 795us/step - loss: 0.3337 - accuracy: 0.8614
Epoch 444/500
450/450 [==============================] - 0s 833us/step - loss: 0.3337 - accuracy: 0.8596
Epoch 445/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3337 - accuracy: 0.8608
Epoch 446/500
450/450 [==============================] - 0s 962us/step - loss: 0.3338 - accuracy: 0.8601
Epoch 447/500
450/450 [==============================] - 0s 908us/step - loss: 0.3333 - accuracy: 0.8610
Epoch 448/500
450/450 [==============================] - 0s 767us/step - loss: 0.3341 - accuracy: 0.8582
Epoch 449/500
450/450 [==============================] - 0s 907us/step - loss: 0.3329 - accuracy: 0.8612
Epoch 450/500
450/450 [==============================] - 0s 856us/step - loss: 0.3333 - accuracy: 0.8601
Epoch 451/500
450/450 [==============================] - 0s 810us/step - loss: 0.3335 - accuracy: 0.8606
Epoch 452/500
450/450 [==============================] - 0s 841us/step - loss: 0.3339 - accuracy: 0.8589
Epoch 453/500
450/450 [==============================] - 0s 849us/step - loss: 0.3338 - accuracy: 0.8597
Epoch 454/500
450/450 [==============================] - 0s 758us/step - loss: 0.3339 - accuracy: 0.8597
Epoch 455/500
450/450 [==============================] - 0s 840us/step - loss: 0.3335 - accuracy: 0.8593
Epoch 456/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3332 - accuracy: 0.8607
Epoch 457/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3339 - accuracy: 0.8606
Epoch 458/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8606
Epoch 459/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3334 - accuracy: 0.8596
Epoch 460/500
450/450 [==============================] - 0s 948us/step - loss: 0.3334 - accuracy: 0.8599
Epoch 461/500
450/450 [==============================] - 0s 921us/step - loss: 0.3334 - accuracy: 0.8593
Epoch 462/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3334 - accuracy: 0.8597
Epoch 463/500
450/450 [==============================] - 0s 905us/step - loss: 0.3340 - accuracy: 0.8617
Epoch 464/500
450/450 [==============================] - 0s 757us/step - loss: 0.3334 - accuracy: 0.8614
Epoch 465/500
450/450 [==============================] - 0s 796us/step - loss: 0.3337 - accuracy: 0.8603
Epoch 466/500
450/450 [==============================] - 0s 756us/step - loss: 0.3340 - accuracy: 0.8590
Epoch 467/500
450/450 [==============================] - 0s 870us/step - loss: 0.3333 - accuracy: 0.8590
Epoch 468/500
450/450 [==============================] - 0s 844us/step - loss: 0.3333 - accuracy: 0.85900s - loss: 0.3326 - accuracy: 0.85
Epoch 469/500
450/450 [==============================] - 0s 800us/step - loss: 0.3337 - accuracy: 0.8585
Epoch 470/500
450/450 [==============================] - 0s 862us/step - loss: 0.3337 - accuracy: 0.8604
Epoch 471/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3339 - accuracy: 0.8596
Epoch 472/500
450/450 [==============================] - 0s 824us/step - loss: 0.3338 - accuracy: 0.8579
Epoch 473/500
450/450 [==============================] - 0s 831us/step - loss: 0.3333 - accuracy: 0.8585
Epoch 474/500
450/450 [==============================] - 0s 787us/step - loss: 0.3337 - accuracy: 0.8596
Epoch 475/500
450/450 [==============================] - 0s 794us/step - loss: 0.3338 - accuracy: 0.8593
Epoch 476/500
450/450 [==============================] - 0s 831us/step - loss: 0.3337 - accuracy: 0.8603
Epoch 477/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3336 - accuracy: 0.8601
Epoch 478/500
450/450 [==============================] - 0s 867us/step - loss: 0.3336 - accuracy: 0.8599
Epoch 479/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3339 - accuracy: 0.8607
Epoch 480/500
450/450 [==============================] - 0s 757us/step - loss: 0.3333 - accuracy: 0.8628
Epoch 481/500
450/450 [==============================] - 0s 817us/step - loss: 0.3334 - accuracy: 0.8608
Epoch 482/500
450/450 [==============================] - 0s 837us/step - loss: 0.3336 - accuracy: 0.8600
Epoch 483/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3340 - accuracy: 0.8592
Epoch 484/500
450/450 [==============================] - 0s 898us/step - loss: 0.3333 - accuracy: 0.8608
Epoch 485/500
450/450 [==============================] - 0s 761us/step - loss: 0.3326 - accuracy: 0.8594
Epoch 486/500
450/450 [==============================] - 0s 760us/step - loss: 0.3332 - accuracy: 0.8608
Epoch 487/500
450/450 [==============================] - 0s 759us/step - loss: 0.3338 - accuracy: 0.8596
Epoch 488/500
450/450 [==============================] - 0s 767us/step - loss: 0.3336 - accuracy: 0.8608
Epoch 489/500
450/450 [==============================] - 0s 723us/step - loss: 0.3332 - accuracy: 0.8589
Epoch 490/500
450/450 [==============================] - 0s 815us/step - loss: 0.3333 - accuracy: 0.8594
Epoch 491/500
450/450 [==============================] - 0s 969us/step - loss: 0.3330 - accuracy: 0.8610
Epoch 492/500
450/450 [==============================] - 0s 841us/step - loss: 0.3337 - accuracy: 0.8599
Epoch 493/500
450/450 [==============================] - 0s 842us/step - loss: 0.3326 - accuracy: 0.8597
Epoch 494/500
450/450 [==============================] - 0s 762us/step - loss: 0.3334 - accuracy: 0.8611
Epoch 495/500
450/450 [==============================] - 0s 783us/step - loss: 0.3332 - accuracy: 0.8601
Epoch 496/500
450/450 [==============================] - 0s 867us/step - loss: 0.3337 - accuracy: 0.8614
Epoch 497/500
450/450 [==============================] - 0s 886us/step - loss: 0.3326 - accuracy: 0.8597
Epoch 498/500
450/450 [==============================] - 0s 882us/step - loss: 0.3332 - accuracy: 0.8611
Epoch 499/500
450/450 [==============================] - 0s 844us/step - loss: 0.3325 - accuracy: 0.8607
Epoch 500/500
450/450 [==============================] - 0s 982us/step - loss: 0.3335 - accuracy: 0.8607
Epoch 1/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5857 - accuracy: 0.7967: 0s - loss: 0.5956 - accuracy: 0.
Epoch 2/500
450/450 [==============================] - 0s 851us/step - loss: 0.5172 - accuracy: 0.7974
Epoch 3/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5067 - accuracy: 0.7974
Epoch 4/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5046 - accuracy: 0.7974
Epoch 5/500
450/450 [==============================] - 0s 935us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 6/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 7/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 8/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 9/500
450/450 [==============================] - 0s 965us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 10/500
450/450 [==============================] - 0s 822us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 11/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 12/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 13/500
450/450 [==============================] - 0s 798us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 14/500
450/450 [==============================] - 0s 873us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 15/500
450/450 [==============================] - 0s 994us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 16/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 17/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974: 0s - loss: 0.5049 - accuracy: 0.79
Epoch 18/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 19/500
450/450 [==============================] - 1s 3ms/step - loss: 0.5041 - accuracy: 0.7974: 0s - loss: 0.5070
Epoch 20/500
450/450 [==============================] - 0s 953us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 21/500
450/450 [==============================] - 0s 857us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 22/500
450/450 [==============================] - 0s 835us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 23/500
450/450 [==============================] - 0s 961us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 24/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5040 - accuracy: 0.7974
Epoch 25/500
450/450 [==============================] - 0s 823us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 26/500
450/450 [==============================] - 0s 877us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 27/500
450/450 [==============================] - 0s 821us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 28/500
450/450 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 29/500
450/450 [==============================] - 0s 890us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 30/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5040 - accuracy: 0.7974
Epoch 31/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5040 - accuracy: 0.7974
Epoch 32/500
450/450 [==============================] - 0s 980us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 33/500
450/450 [==============================] - 0s 820us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 34/500
450/450 [==============================] - 0s 813us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 35/500
450/450 [==============================] - 0s 793us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 36/500
450/450 [==============================] - 0s 777us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 37/500
450/450 [==============================] - 0s 814us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 38/500
450/450 [==============================] - 0s 957us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 39/500
450/450 [==============================] - 0s 995us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 40/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5038 - accuracy: 0.7974
Epoch 41/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5037 - accuracy: 0.7974
Epoch 42/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5036 - accuracy: 0.7974
Epoch 43/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5035 - accuracy: 0.7974
Epoch 44/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5033 - accuracy: 0.7974
Epoch 45/500
450/450 [==============================] - 0s 970us/step - loss: 0.5031 - accuracy: 0.7974
Epoch 46/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5028 - accuracy: 0.7974
Epoch 47/500
450/450 [==============================] - 0s 889us/step - loss: 0.5023 - accuracy: 0.7974
Epoch 48/500
450/450 [==============================] - 0s 903us/step - loss: 0.5016 - accuracy: 0.7974
Epoch 49/500
450/450 [==============================] - 0s 811us/step - loss: 0.5005 - accuracy: 0.7974
Epoch 50/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4987 - accuracy: 0.7974
Epoch 51/500
450/450 [==============================] - 0s 845us/step - loss: 0.4958 - accuracy: 0.7974
Epoch 52/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4909 - accuracy: 0.7974
Epoch 53/500
450/450 [==============================] - 0s 915us/step - loss: 0.4833 - accuracy: 0.7974
Epoch 54/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4726 - accuracy: 0.7974
Epoch 55/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4607 - accuracy: 0.7974
Epoch 56/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7974
Epoch 57/500
450/450 [==============================] - 0s 966us/step - loss: 0.4425 - accuracy: 0.7974
Epoch 58/500
450/450 [==============================] - 0s 954us/step - loss: 0.4372 - accuracy: 0.7974
Epoch 59/500
450/450 [==============================] - 0s 956us/step - loss: 0.4338 - accuracy: 0.7974
Epoch 60/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4316 - accuracy: 0.7974
Epoch 61/500
450/450 [==============================] - 0s 843us/step - loss: 0.4300 - accuracy: 0.7974
Epoch 62/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4290 - accuracy: 0.7974
Epoch 63/500
450/450 [==============================] - 0s 997us/step - loss: 0.4281 - accuracy: 0.7974
Epoch 64/500
450/450 [==============================] - 0s 984us/step - loss: 0.4275 - accuracy: 0.7974
Epoch 65/500
450/450 [==============================] - 0s 823us/step - loss: 0.4271 - accuracy: 0.7974
Epoch 66/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7974
Epoch 67/500
450/450 [==============================] - 0s 886us/step - loss: 0.4264 - accuracy: 0.7974
Epoch 68/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4262 - accuracy: 0.7974
Epoch 69/500
450/450 [==============================] - 0s 965us/step - loss: 0.4258 - accuracy: 0.79740s - loss: 0.4196 - accuracy
Epoch 70/500
450/450 [==============================] - 0s 828us/step - loss: 0.4256 - accuracy: 0.7974
Epoch 71/500
450/450 [==============================] - 0s 915us/step - loss: 0.4254 - accuracy: 0.7974
Epoch 72/500
450/450 [==============================] - 0s 861us/step - loss: 0.4251 - accuracy: 0.7974
Epoch 73/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4246 - accuracy: 0.7974
Epoch 74/500
450/450 [==============================] - 0s 982us/step - loss: 0.4243 - accuracy: 0.7974
Epoch 75/500
450/450 [==============================] - 0s 956us/step - loss: 0.4235 - accuracy: 0.7974
Epoch 76/500
450/450 [==============================] - 0s 861us/step - loss: 0.4221 - accuracy: 0.7974
Epoch 77/500
450/450 [==============================] - 0s 836us/step - loss: 0.4201 - accuracy: 0.7974
Epoch 78/500
450/450 [==============================] - 0s 841us/step - loss: 0.4173 - accuracy: 0.7974
Epoch 79/500
450/450 [==============================] - 0s 770us/step - loss: 0.4139 - accuracy: 0.7974
Epoch 80/500
450/450 [==============================] - 0s 779us/step - loss: 0.4103 - accuracy: 0.7974
Epoch 81/500
450/450 [==============================] - 0s 819us/step - loss: 0.4058 - accuracy: 0.7990
Epoch 82/500
450/450 [==============================] - 0s 766us/step - loss: 0.4013 - accuracy: 0.8151
Epoch 83/500
450/450 [==============================] - 0s 802us/step - loss: 0.3958 - accuracy: 0.8200
Epoch 84/500
450/450 [==============================] - 0s 810us/step - loss: 0.3900 - accuracy: 0.8260
Epoch 85/500
450/450 [==============================] - 0s 770us/step - loss: 0.3852 - accuracy: 0.8307
Epoch 86/500
450/450 [==============================] - 0s 802us/step - loss: 0.3808 - accuracy: 0.8343
Epoch 87/500
450/450 [==============================] - 0s 854us/step - loss: 0.3770 - accuracy: 0.8399
Epoch 88/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3736 - accuracy: 0.8453
Epoch 89/500
450/450 [==============================] - 0s 773us/step - loss: 0.3704 - accuracy: 0.8469
Epoch 90/500
450/450 [==============================] - 0s 764us/step - loss: 0.3674 - accuracy: 0.8497
Epoch 91/500
450/450 [==============================] - 0s 788us/step - loss: 0.3644 - accuracy: 0.85370s - loss: 0.3622 - accuracy: 0.
Epoch 92/500
450/450 [==============================] - 0s 777us/step - loss: 0.3613 - accuracy: 0.8593
Epoch 93/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3591 - accuracy: 0.8607
Epoch 94/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3566 - accuracy: 0.8590
Epoch 95/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3546 - accuracy: 0.8593
Epoch 96/500
450/450 [==============================] - 0s 882us/step - loss: 0.3529 - accuracy: 0.8625
Epoch 97/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3507 - accuracy: 0.8603
Epoch 98/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3495 - accuracy: 0.8619
Epoch 99/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3486 - accuracy: 0.8621
Epoch 100/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3471 - accuracy: 0.8606
Epoch 101/500
450/450 [==============================] - 0s 984us/step - loss: 0.3465 - accuracy: 0.8622
Epoch 102/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3452 - accuracy: 0.8624
Epoch 103/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3453 - accuracy: 0.8608
Epoch 104/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3435 - accuracy: 0.8621
Epoch 105/500
450/450 [==============================] - 0s 853us/step - loss: 0.3433 - accuracy: 0.8625
Epoch 106/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3432 - accuracy: 0.8611
Epoch 107/500
450/450 [==============================] - 0s 821us/step - loss: 0.3423 - accuracy: 0.8621
Epoch 108/500
450/450 [==============================] - 0s 834us/step - loss: 0.3423 - accuracy: 0.8643
Epoch 109/500
450/450 [==============================] - 0s 940us/step - loss: 0.3413 - accuracy: 0.8643
Epoch 110/500
450/450 [==============================] - 0s 928us/step - loss: 0.3418 - accuracy: 0.8633
Epoch 111/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3406 - accuracy: 0.8615
Epoch 112/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3400 - accuracy: 0.8639
Epoch 113/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3397 - accuracy: 0.8633
Epoch 114/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3398 - accuracy: 0.8625
Epoch 115/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3390 - accuracy: 0.8635
Epoch 116/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3383 - accuracy: 0.8646
Epoch 117/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3384 - accuracy: 0.8643
Epoch 118/500
450/450 [==============================] - 0s 942us/step - loss: 0.3383 - accuracy: 0.8637
Epoch 119/500
450/450 [==============================] - 0s 928us/step - loss: 0.3377 - accuracy: 0.8621
Epoch 120/500
450/450 [==============================] - 0s 944us/step - loss: 0.3376 - accuracy: 0.8639
Epoch 121/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8607
Epoch 122/500
450/450 [==============================] - 0s 828us/step - loss: 0.3366 - accuracy: 0.8647
Epoch 123/500
450/450 [==============================] - 0s 885us/step - loss: 0.3374 - accuracy: 0.8628
Epoch 124/500
450/450 [==============================] - 0s 875us/step - loss: 0.3368 - accuracy: 0.8631
Epoch 125/500
450/450 [==============================] - 0s 850us/step - loss: 0.3359 - accuracy: 0.8643
Epoch 126/500
450/450 [==============================] - 0s 927us/step - loss: 0.3365 - accuracy: 0.8642
Epoch 127/500
450/450 [==============================] - 0s 949us/step - loss: 0.3367 - accuracy: 0.8651
Epoch 128/500
450/450 [==============================] - 0s 996us/step - loss: 0.3357 - accuracy: 0.8656
Epoch 129/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3361 - accuracy: 0.8646: 0s - loss: 0.3353 - accuracy
Epoch 130/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3361 - accuracy: 0.8651: 0s - loss: 0.3336 - accura
Epoch 131/500
450/450 [==============================] - 0s 924us/step - loss: 0.3359 - accuracy: 0.8650
Epoch 132/500
450/450 [==============================] - 0s 843us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 133/500
450/450 [==============================] - 0s 881us/step - loss: 0.3356 - accuracy: 0.8653
Epoch 134/500
450/450 [==============================] - 0s 827us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 135/500
450/450 [==============================] - 0s 842us/step - loss: 0.3360 - accuracy: 0.8637
Epoch 136/500
450/450 [==============================] - 0s 791us/step - loss: 0.3347 - accuracy: 0.8657
Epoch 137/500
450/450 [==============================] - 0s 777us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 138/500
450/450 [==============================] - 0s 824us/step - loss: 0.3354 - accuracy: 0.8653
Epoch 139/500
450/450 [==============================] - 0s 811us/step - loss: 0.3354 - accuracy: 0.8629
Epoch 140/500
450/450 [==============================] - 0s 831us/step - loss: 0.3353 - accuracy: 0.8642
Epoch 141/500
450/450 [==============================] - 0s 807us/step - loss: 0.3349 - accuracy: 0.86420s - loss: 0.3296 - accuracy:
Epoch 142/500
450/450 [==============================] - 0s 777us/step - loss: 0.3352 - accuracy: 0.8640
Epoch 143/500
450/450 [==============================] - 0s 779us/step - loss: 0.3348 - accuracy: 0.8631
Epoch 144/500
450/450 [==============================] - 0s 834us/step - loss: 0.3353 - accuracy: 0.8637
Epoch 145/500
450/450 [==============================] - 0s 941us/step - loss: 0.3350 - accuracy: 0.8650
Epoch 146/500
450/450 [==============================] - 0s 847us/step - loss: 0.3347 - accuracy: 0.8625
Epoch 147/500
450/450 [==============================] - 0s 841us/step - loss: 0.3346 - accuracy: 0.8642
Epoch 148/500
450/450 [==============================] - 0s 782us/step - loss: 0.3347 - accuracy: 0.8624
Epoch 149/500
450/450 [==============================] - 0s 791us/step - loss: 0.3348 - accuracy: 0.8642
Epoch 150/500
450/450 [==============================] - 0s 774us/step - loss: 0.3345 - accuracy: 0.8650
Epoch 151/500
450/450 [==============================] - 0s 788us/step - loss: 0.3347 - accuracy: 0.8658
Epoch 152/500
450/450 [==============================] - 0s 815us/step - loss: 0.3348 - accuracy: 0.8633
Epoch 153/500
450/450 [==============================] - 0s 773us/step - loss: 0.3349 - accuracy: 0.8647
Epoch 154/500
450/450 [==============================] - 0s 774us/step - loss: 0.3345 - accuracy: 0.8653
Epoch 155/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8654
Epoch 156/500
450/450 [==============================] - 0s 985us/step - loss: 0.3342 - accuracy: 0.8632
Epoch 157/500
450/450 [==============================] - 0s 921us/step - loss: 0.3337 - accuracy: 0.8644
Epoch 158/500
450/450 [==============================] - 0s 793us/step - loss: 0.3350 - accuracy: 0.8637
Epoch 159/500
450/450 [==============================] - 0s 774us/step - loss: 0.3341 - accuracy: 0.8637
Epoch 160/500
450/450 [==============================] - 0s 882us/step - loss: 0.3341 - accuracy: 0.8628
Epoch 161/500
450/450 [==============================] - 0s 763us/step - loss: 0.3334 - accuracy: 0.8644
Epoch 162/500
450/450 [==============================] - 0s 790us/step - loss: 0.3342 - accuracy: 0.8611
Epoch 163/500
450/450 [==============================] - 0s 771us/step - loss: 0.3338 - accuracy: 0.8654
Epoch 164/500
450/450 [==============================] - 0s 790us/step - loss: 0.3336 - accuracy: 0.8639
Epoch 165/500
450/450 [==============================] - 0s 798us/step - loss: 0.3342 - accuracy: 0.8658
Epoch 166/500
450/450 [==============================] - 0s 795us/step - loss: 0.3339 - accuracy: 0.8642
Epoch 167/500
450/450 [==============================] - 0s 775us/step - loss: 0.3334 - accuracy: 0.8621
Epoch 168/500
450/450 [==============================] - 0s 788us/step - loss: 0.3340 - accuracy: 0.8664
Epoch 169/500
450/450 [==============================] - 0s 774us/step - loss: 0.3339 - accuracy: 0.8647
Epoch 170/500
450/450 [==============================] - 0s 860us/step - loss: 0.3336 - accuracy: 0.8647
Epoch 171/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3334 - accuracy: 0.8637: 0s - loss: 0.3343 - ac
Epoch 172/500
450/450 [==============================] - 0s 778us/step - loss: 0.3338 - accuracy: 0.8639
Epoch 173/500
450/450 [==============================] - 0s 778us/step - loss: 0.3334 - accuracy: 0.8636
Epoch 174/500
450/450 [==============================] - 0s 781us/step - loss: 0.3338 - accuracy: 0.8643
Epoch 175/500
450/450 [==============================] - 0s 827us/step - loss: 0.3335 - accuracy: 0.8654
Epoch 176/500
450/450 [==============================] - 0s 789us/step - loss: 0.3338 - accuracy: 0.8668
Epoch 177/500
450/450 [==============================] - 0s 772us/step - loss: 0.3340 - accuracy: 0.8651
Epoch 178/500
450/450 [==============================] - 0s 800us/step - loss: 0.3335 - accuracy: 0.8649
Epoch 179/500
450/450 [==============================] - 0s 771us/step - loss: 0.3336 - accuracy: 0.8649
Epoch 180/500
450/450 [==============================] - 0s 763us/step - loss: 0.3336 - accuracy: 0.8662
Epoch 181/500
450/450 [==============================] - 0s 824us/step - loss: 0.3331 - accuracy: 0.8636
Epoch 182/500
450/450 [==============================] - 0s 789us/step - loss: 0.3333 - accuracy: 0.8633
Epoch 183/500
450/450 [==============================] - 0s 779us/step - loss: 0.3331 - accuracy: 0.8667
Epoch 184/500
450/450 [==============================] - 0s 814us/step - loss: 0.3340 - accuracy: 0.8653
Epoch 185/500
450/450 [==============================] - 0s 766us/step - loss: 0.3330 - accuracy: 0.8651
Epoch 186/500
450/450 [==============================] - 0s 773us/step - loss: 0.3334 - accuracy: 0.8651
Epoch 187/500
450/450 [==============================] - 0s 766us/step - loss: 0.3332 - accuracy: 0.8661
Epoch 188/500
450/450 [==============================] - 0s 791us/step - loss: 0.3325 - accuracy: 0.8643
Epoch 189/500
450/450 [==============================] - 0s 805us/step - loss: 0.3334 - accuracy: 0.8636
Epoch 190/500
450/450 [==============================] - 0s 766us/step - loss: 0.3333 - accuracy: 0.8629
Epoch 191/500
450/450 [==============================] - 0s 793us/step - loss: 0.3329 - accuracy: 0.8643
Epoch 192/500
450/450 [==============================] - 0s 772us/step - loss: 0.3333 - accuracy: 0.8672
Epoch 193/500
450/450 [==============================] - 0s 771us/step - loss: 0.3328 - accuracy: 0.8650
Epoch 194/500
450/450 [==============================] - 0s 767us/step - loss: 0.3334 - accuracy: 0.8642
Epoch 195/500
450/450 [==============================] - 0s 803us/step - loss: 0.3322 - accuracy: 0.8656
Epoch 196/500
450/450 [==============================] - 0s 759us/step - loss: 0.3332 - accuracy: 0.8624
Epoch 197/500
450/450 [==============================] - 0s 765us/step - loss: 0.3332 - accuracy: 0.8660
Epoch 198/500
450/450 [==============================] - 0s 791us/step - loss: 0.3326 - accuracy: 0.8654
Epoch 199/500
450/450 [==============================] - 0s 780us/step - loss: 0.3330 - accuracy: 0.8644
Epoch 200/500
450/450 [==============================] - 0s 771us/step - loss: 0.3325 - accuracy: 0.8636
Epoch 201/500
450/450 [==============================] - 0s 775us/step - loss: 0.3333 - accuracy: 0.8633
Epoch 202/500
450/450 [==============================] - 0s 762us/step - loss: 0.3329 - accuracy: 0.8674
Epoch 203/500
450/450 [==============================] - 0s 845us/step - loss: 0.3328 - accuracy: 0.8654
Epoch 204/500
450/450 [==============================] - 0s 774us/step - loss: 0.3328 - accuracy: 0.8647
Epoch 205/500
450/450 [==============================] - 0s 764us/step - loss: 0.3324 - accuracy: 0.8631
Epoch 206/500
450/450 [==============================] - 0s 784us/step - loss: 0.3325 - accuracy: 0.8667
Epoch 207/500
450/450 [==============================] - 0s 771us/step - loss: 0.3319 - accuracy: 0.8657
Epoch 208/500
450/450 [==============================] - 0s 766us/step - loss: 0.3326 - accuracy: 0.8644
Epoch 209/500
450/450 [==============================] - 0s 784us/step - loss: 0.3324 - accuracy: 0.8664
Epoch 210/500
450/450 [==============================] - 0s 793us/step - loss: 0.3323 - accuracy: 0.8651
Epoch 211/500
450/450 [==============================] - 0s 761us/step - loss: 0.3322 - accuracy: 0.8650
Epoch 212/500
450/450 [==============================] - 0s 794us/step - loss: 0.3324 - accuracy: 0.8651
Epoch 213/500
450/450 [==============================] - 0s 775us/step - loss: 0.3325 - accuracy: 0.8628
Epoch 214/500
450/450 [==============================] - 0s 771us/step - loss: 0.3321 - accuracy: 0.8649
Epoch 215/500
450/450 [==============================] - 0s 789us/step - loss: 0.3324 - accuracy: 0.8658
Epoch 216/500
450/450 [==============================] - 0s 775us/step - loss: 0.3325 - accuracy: 0.8649
Epoch 217/500
450/450 [==============================] - 0s 777us/step - loss: 0.3321 - accuracy: 0.8643
Epoch 218/500
450/450 [==============================] - 0s 772us/step - loss: 0.3328 - accuracy: 0.8649
Epoch 219/500
450/450 [==============================] - 0s 758us/step - loss: 0.3323 - accuracy: 0.8650
Epoch 220/500
450/450 [==============================] - 0s 808us/step - loss: 0.3319 - accuracy: 0.8626
Epoch 221/500
450/450 [==============================] - 0s 763us/step - loss: 0.3322 - accuracy: 0.8649
Epoch 222/500
450/450 [==============================] - 0s 791us/step - loss: 0.3321 - accuracy: 0.86420s - loss: 0.3322 - accuracy: 0.86
Epoch 223/500
450/450 [==============================] - 0s 773us/step - loss: 0.3325 - accuracy: 0.8667
Epoch 224/500
450/450 [==============================] - 0s 768us/step - loss: 0.3322 - accuracy: 0.8633
Epoch 225/500
450/450 [==============================] - 0s 771us/step - loss: 0.3323 - accuracy: 0.8644
Epoch 226/500
450/450 [==============================] - 0s 782us/step - loss: 0.3320 - accuracy: 0.8637
Epoch 227/500
450/450 [==============================] - 0s 772us/step - loss: 0.3317 - accuracy: 0.8654
Epoch 228/500
450/450 [==============================] - 0s 766us/step - loss: 0.3316 - accuracy: 0.8635
Epoch 229/500
450/450 [==============================] - 0s 788us/step - loss: 0.3318 - accuracy: 0.8658
Epoch 230/500
450/450 [==============================] - 0s 799us/step - loss: 0.3322 - accuracy: 0.8643
Epoch 231/500
450/450 [==============================] - 0s 759us/step - loss: 0.3318 - accuracy: 0.8628
Epoch 232/500
450/450 [==============================] - 0s 789us/step - loss: 0.3320 - accuracy: 0.8665
Epoch 233/500
450/450 [==============================] - 0s 778us/step - loss: 0.3317 - accuracy: 0.8642
Epoch 234/500
450/450 [==============================] - 0s 779us/step - loss: 0.3312 - accuracy: 0.8662
Epoch 235/500
450/450 [==============================] - 0s 778us/step - loss: 0.3319 - accuracy: 0.8646
Epoch 236/500
450/450 [==============================] - 0s 776us/step - loss: 0.3312 - accuracy: 0.8650
Epoch 237/500
450/450 [==============================] - 0s 771us/step - loss: 0.3312 - accuracy: 0.8642
Epoch 238/500
450/450 [==============================] - 0s 803us/step - loss: 0.3319 - accuracy: 0.8649
Epoch 239/500
450/450 [==============================] - 0s 765us/step - loss: 0.3317 - accuracy: 0.8654
Epoch 240/500
450/450 [==============================] - 0s 784us/step - loss: 0.3311 - accuracy: 0.8660
Epoch 241/500
450/450 [==============================] - 0s 771us/step - loss: 0.3312 - accuracy: 0.8644
Epoch 242/500
450/450 [==============================] - 0s 770us/step - loss: 0.3309 - accuracy: 0.8644
Epoch 243/500
450/450 [==============================] - 0s 778us/step - loss: 0.3305 - accuracy: 0.8651
Epoch 244/500
450/450 [==============================] - 0s 770us/step - loss: 0.3317 - accuracy: 0.8647
Epoch 245/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3308 - accuracy: 0.8665
Epoch 246/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8664
Epoch 247/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3313 - accuracy: 0.8640
Epoch 248/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8664
Epoch 249/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3306 - accuracy: 0.8647
Epoch 250/500
450/450 [==============================] - 0s 902us/step - loss: 0.3312 - accuracy: 0.8649
Epoch 251/500
450/450 [==============================] - 0s 854us/step - loss: 0.3303 - accuracy: 0.8643
Epoch 252/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3309 - accuracy: 0.8656
Epoch 253/500
450/450 [==============================] - 0s 927us/step - loss: 0.3307 - accuracy: 0.8650
Epoch 254/500
450/450 [==============================] - 0s 841us/step - loss: 0.3310 - accuracy: 0.8631
Epoch 255/500
450/450 [==============================] - 0s 804us/step - loss: 0.3311 - accuracy: 0.8629
Epoch 256/500
450/450 [==============================] - 0s 839us/step - loss: 0.3308 - accuracy: 0.8640
Epoch 257/500
450/450 [==============================] - 0s 811us/step - loss: 0.3306 - accuracy: 0.8656
Epoch 258/500
450/450 [==============================] - 0s 782us/step - loss: 0.3307 - accuracy: 0.8640
Epoch 259/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3305 - accuracy: 0.8642
Epoch 260/500
450/450 [==============================] - 0s 822us/step - loss: 0.3301 - accuracy: 0.8657
Epoch 261/500
450/450 [==============================] - 0s 792us/step - loss: 0.3306 - accuracy: 0.8657
Epoch 262/500
450/450 [==============================] - 0s 772us/step - loss: 0.3294 - accuracy: 0.8669
Epoch 263/500
450/450 [==============================] - 0s 766us/step - loss: 0.3311 - accuracy: 0.8637
Epoch 264/500
450/450 [==============================] - 0s 795us/step - loss: 0.3302 - accuracy: 0.8667
Epoch 265/500
450/450 [==============================] - 0s 795us/step - loss: 0.3306 - accuracy: 0.8640
Epoch 266/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3308 - accuracy: 0.8657
Epoch 267/500
450/450 [==============================] - 0s 776us/step - loss: 0.3301 - accuracy: 0.8635
Epoch 268/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3310 - accuracy: 0.8643
Epoch 269/500
450/450 [==============================] - 0s 823us/step - loss: 0.3299 - accuracy: 0.8642
Epoch 270/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3310 - accuracy: 0.8649
Epoch 271/500
450/450 [==============================] - 0s 886us/step - loss: 0.3303 - accuracy: 0.8650
Epoch 272/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8662: 0s - loss: 0.3296 - accuracy: 0.
Epoch 273/500
450/450 [==============================] - 0s 881us/step - loss: 0.3302 - accuracy: 0.8682
Epoch 274/500
450/450 [==============================] - 0s 857us/step - loss: 0.3302 - accuracy: 0.8644
Epoch 275/500
450/450 [==============================] - 0s 766us/step - loss: 0.3296 - accuracy: 0.8647
Epoch 276/500
450/450 [==============================] - 0s 835us/step - loss: 0.3298 - accuracy: 0.8632
Epoch 277/500
450/450 [==============================] - 0s 772us/step - loss: 0.3305 - accuracy: 0.8649
Epoch 278/500
450/450 [==============================] - 0s 774us/step - loss: 0.3298 - accuracy: 0.8658
Epoch 279/500
450/450 [==============================] - 0s 780us/step - loss: 0.3306 - accuracy: 0.8650
Epoch 280/500
450/450 [==============================] - 0s 781us/step - loss: 0.3308 - accuracy: 0.8651
Epoch 281/500
450/450 [==============================] - 0s 791us/step - loss: 0.3302 - accuracy: 0.8667
Epoch 282/500
450/450 [==============================] - 0s 778us/step - loss: 0.3303 - accuracy: 0.8656
Epoch 283/500
450/450 [==============================] - 0s 796us/step - loss: 0.3301 - accuracy: 0.86330s - loss: 0.3305 - accuracy:
Epoch 284/500
450/450 [==============================] - 0s 793us/step - loss: 0.3299 - accuracy: 0.8657
Epoch 285/500
450/450 [==============================] - 0s 777us/step - loss: 0.3305 - accuracy: 0.8653
Epoch 286/500
450/450 [==============================] - 0s 780us/step - loss: 0.3299 - accuracy: 0.8653
Epoch 287/500
450/450 [==============================] - 0s 806us/step - loss: 0.3302 - accuracy: 0.8671
Epoch 288/500
450/450 [==============================] - 0s 798us/step - loss: 0.3305 - accuracy: 0.8653
Epoch 289/500
450/450 [==============================] - 0s 764us/step - loss: 0.3301 - accuracy: 0.8636
Epoch 290/500
450/450 [==============================] - 0s 794us/step - loss: 0.3300 - accuracy: 0.8665
Epoch 291/500
450/450 [==============================] - 0s 764us/step - loss: 0.3302 - accuracy: 0.8669
Epoch 292/500
450/450 [==============================] - 0s 763us/step - loss: 0.3293 - accuracy: 0.8660
Epoch 293/500
450/450 [==============================] - 0s 837us/step - loss: 0.3297 - accuracy: 0.8651
Epoch 294/500
450/450 [==============================] - 0s 775us/step - loss: 0.3305 - accuracy: 0.8656
Epoch 295/500
450/450 [==============================] - 0s 800us/step - loss: 0.3300 - accuracy: 0.8654
Epoch 296/500
450/450 [==============================] - 0s 768us/step - loss: 0.3298 - accuracy: 0.8660
Epoch 297/500
450/450 [==============================] - 0s 772us/step - loss: 0.3300 - accuracy: 0.8649
Epoch 298/500
450/450 [==============================] - 0s 788us/step - loss: 0.3298 - accuracy: 0.8642
Epoch 299/500
450/450 [==============================] - 0s 770us/step - loss: 0.3304 - accuracy: 0.8647
Epoch 300/500
450/450 [==============================] - 0s 765us/step - loss: 0.3299 - accuracy: 0.8660
Epoch 301/500
450/450 [==============================] - 0s 781us/step - loss: 0.3295 - accuracy: 0.8667
Epoch 302/500
450/450 [==============================] - 0s 758us/step - loss: 0.3304 - accuracy: 0.8654
Epoch 303/500
450/450 [==============================] - 0s 776us/step - loss: 0.3299 - accuracy: 0.8658
Epoch 304/500
450/450 [==============================] - 0s 799us/step - loss: 0.3301 - accuracy: 0.8661
Epoch 305/500
450/450 [==============================] - 0s 804us/step - loss: 0.3301 - accuracy: 0.8647
Epoch 306/500
450/450 [==============================] - 0s 768us/step - loss: 0.3299 - accuracy: 0.8643
Epoch 307/500
450/450 [==============================] - 0s 798us/step - loss: 0.3298 - accuracy: 0.8651
Epoch 308/500
450/450 [==============================] - 0s 767us/step - loss: 0.3296 - accuracy: 0.8647
Epoch 309/500
450/450 [==============================] - 0s 765us/step - loss: 0.3298 - accuracy: 0.8662
Epoch 310/500
450/450 [==============================] - 0s 803us/step - loss: 0.3301 - accuracy: 0.8653
Epoch 311/500
450/450 [==============================] - 0s 783us/step - loss: 0.3302 - accuracy: 0.8642
Epoch 312/500
450/450 [==============================] - 0s 795us/step - loss: 0.3298 - accuracy: 0.8643
Epoch 313/500
450/450 [==============================] - 0s 802us/step - loss: 0.3301 - accuracy: 0.8644
Epoch 314/500
450/450 [==============================] - 0s 834us/step - loss: 0.3294 - accuracy: 0.8660
Epoch 315/500
450/450 [==============================] - 0s 779us/step - loss: 0.3297 - accuracy: 0.8637
Epoch 316/500
450/450 [==============================] - 0s 794us/step - loss: 0.3297 - accuracy: 0.8651
Epoch 317/500
450/450 [==============================] - 0s 768us/step - loss: 0.3291 - accuracy: 0.8674
Epoch 318/500
450/450 [==============================] - 0s 948us/step - loss: 0.3290 - accuracy: 0.8636
Epoch 319/500
450/450 [==============================] - 0s 912us/step - loss: 0.3295 - accuracy: 0.8649
Epoch 320/500
450/450 [==============================] - 0s 784us/step - loss: 0.3296 - accuracy: 0.8651
Epoch 321/500
450/450 [==============================] - 0s 768us/step - loss: 0.3297 - accuracy: 0.8660
Epoch 322/500
450/450 [==============================] - 0s 782us/step - loss: 0.3295 - accuracy: 0.8664
Epoch 323/500
450/450 [==============================] - 0s 796us/step - loss: 0.3292 - accuracy: 0.8647
Epoch 324/500
450/450 [==============================] - 0s 775us/step - loss: 0.3300 - accuracy: 0.8661
Epoch 325/500
450/450 [==============================] - 0s 794us/step - loss: 0.3298 - accuracy: 0.8644
Epoch 326/500
450/450 [==============================] - 0s 807us/step - loss: 0.3293 - accuracy: 0.8660
Epoch 327/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3298 - accuracy: 0.8660
Epoch 328/500
450/450 [==============================] - 0s 795us/step - loss: 0.3290 - accuracy: 0.8665
Epoch 329/500
450/450 [==============================] - 0s 779us/step - loss: 0.3296 - accuracy: 0.8632
Epoch 330/500
450/450 [==============================] - 0s 768us/step - loss: 0.3302 - accuracy: 0.8664
Epoch 331/500
450/450 [==============================] - 0s 775us/step - loss: 0.3294 - accuracy: 0.8660
Epoch 332/500
450/450 [==============================] - 0s 820us/step - loss: 0.3300 - accuracy: 0.8664
Epoch 333/500
450/450 [==============================] - 0s 792us/step - loss: 0.3293 - accuracy: 0.8664
Epoch 334/500
450/450 [==============================] - 0s 796us/step - loss: 0.3299 - accuracy: 0.8644
Epoch 335/500
450/450 [==============================] - 0s 791us/step - loss: 0.3298 - accuracy: 0.8635
Epoch 336/500
450/450 [==============================] - 0s 795us/step - loss: 0.3294 - accuracy: 0.8633
Epoch 337/500
450/450 [==============================] - 0s 808us/step - loss: 0.3292 - accuracy: 0.8667
Epoch 338/500
450/450 [==============================] - 0s 783us/step - loss: 0.3291 - accuracy: 0.8662
Epoch 339/500
450/450 [==============================] - 0s 776us/step - loss: 0.3294 - accuracy: 0.8660
Epoch 340/500
450/450 [==============================] - 0s 816us/step - loss: 0.3298 - accuracy: 0.8660
Epoch 341/500
450/450 [==============================] - 0s 777us/step - loss: 0.3293 - accuracy: 0.8662
Epoch 342/500
450/450 [==============================] - 0s 796us/step - loss: 0.3294 - accuracy: 0.8640
Epoch 343/500
450/450 [==============================] - 0s 799us/step - loss: 0.3300 - accuracy: 0.8651
Epoch 344/500
450/450 [==============================] - 0s 771us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 345/500
450/450 [==============================] - 0s 804us/step - loss: 0.3290 - accuracy: 0.8661
Epoch 346/500
450/450 [==============================] - 0s 780us/step - loss: 0.3290 - accuracy: 0.8662
Epoch 347/500
450/450 [==============================] - 0s 768us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 348/500
450/450 [==============================] - 0s 802us/step - loss: 0.3289 - accuracy: 0.8650
Epoch 349/500
450/450 [==============================] - 0s 777us/step - loss: 0.3291 - accuracy: 0.8660
Epoch 350/500
450/450 [==============================] - 0s 793us/step - loss: 0.3288 - accuracy: 0.8632
Epoch 351/500
450/450 [==============================] - 0s 813us/step - loss: 0.3293 - accuracy: 0.8669
Epoch 352/500
450/450 [==============================] - 0s 769us/step - loss: 0.3280 - accuracy: 0.8675
Epoch 353/500
450/450 [==============================] - 0s 781us/step - loss: 0.3293 - accuracy: 0.8662
Epoch 354/500
450/450 [==============================] - 0s 775us/step - loss: 0.3287 - accuracy: 0.8647
Epoch 355/500
450/450 [==============================] - 0s 788us/step - loss: 0.3292 - accuracy: 0.8646
Epoch 356/500
450/450 [==============================] - 0s 786us/step - loss: 0.3291 - accuracy: 0.8646
Epoch 357/500
450/450 [==============================] - 0s 976us/step - loss: 0.3291 - accuracy: 0.8671
Epoch 358/500
450/450 [==============================] - 0s 867us/step - loss: 0.3282 - accuracy: 0.8669
Epoch 359/500
450/450 [==============================] - 0s 805us/step - loss: 0.3292 - accuracy: 0.8637
Epoch 360/500
450/450 [==============================] - 0s 872us/step - loss: 0.3294 - accuracy: 0.8646
Epoch 361/500
450/450 [==============================] - 0s 880us/step - loss: 0.3294 - accuracy: 0.8662
Epoch 362/500
450/450 [==============================] - 0s 786us/step - loss: 0.3291 - accuracy: 0.8644
Epoch 363/500
450/450 [==============================] - 0s 782us/step - loss: 0.3292 - accuracy: 0.8656
Epoch 364/500
450/450 [==============================] - 0s 799us/step - loss: 0.3295 - accuracy: 0.8644
Epoch 365/500
450/450 [==============================] - 0s 788us/step - loss: 0.3288 - accuracy: 0.8646
Epoch 366/500
450/450 [==============================] - 0s 772us/step - loss: 0.3294 - accuracy: 0.8656
Epoch 367/500
450/450 [==============================] - 0s 795us/step - loss: 0.3289 - accuracy: 0.8657
Epoch 368/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3289 - accuracy: 0.8660
Epoch 369/500
450/450 [==============================] - 0s 824us/step - loss: 0.3292 - accuracy: 0.8665
Epoch 370/500
450/450 [==============================] - 0s 798us/step - loss: 0.3290 - accuracy: 0.8639
Epoch 371/500
450/450 [==============================] - 0s 798us/step - loss: 0.3292 - accuracy: 0.8661
Epoch 372/500
450/450 [==============================] - 0s 775us/step - loss: 0.3295 - accuracy: 0.8658
Epoch 373/500
450/450 [==============================] - 0s 771us/step - loss: 0.3292 - accuracy: 0.8643
Epoch 374/500
450/450 [==============================] - 0s 776us/step - loss: 0.3289 - accuracy: 0.8661
Epoch 375/500
450/450 [==============================] - 0s 811us/step - loss: 0.3295 - accuracy: 0.8650
Epoch 376/500
450/450 [==============================] - 0s 773us/step - loss: 0.3291 - accuracy: 0.8661
Epoch 377/500
450/450 [==============================] - 0s 791us/step - loss: 0.3287 - accuracy: 0.8657
Epoch 378/500
450/450 [==============================] - 0s 781us/step - loss: 0.3284 - accuracy: 0.8640
Epoch 379/500
450/450 [==============================] - 0s 769us/step - loss: 0.3288 - accuracy: 0.8643
Epoch 380/500
450/450 [==============================] - 0s 798us/step - loss: 0.3286 - accuracy: 0.8646
Epoch 381/500
450/450 [==============================] - 0s 766us/step - loss: 0.3290 - accuracy: 0.8651
Epoch 382/500
450/450 [==============================] - 0s 770us/step - loss: 0.3288 - accuracy: 0.8650
Epoch 383/500
450/450 [==============================] - 0s 812us/step - loss: 0.3293 - accuracy: 0.8656
Epoch 384/500
450/450 [==============================] - 0s 766us/step - loss: 0.3290 - accuracy: 0.8672
Epoch 385/500
450/450 [==============================] - 0s 769us/step - loss: 0.3292 - accuracy: 0.8679
Epoch 386/500
450/450 [==============================] - 0s 782us/step - loss: 0.3285 - accuracy: 0.8672
Epoch 387/500
450/450 [==============================] - 0s 774us/step - loss: 0.3293 - accuracy: 0.8651
Epoch 388/500
450/450 [==============================] - 0s 767us/step - loss: 0.3289 - accuracy: 0.8661
Epoch 389/500
450/450 [==============================] - 0s 847us/step - loss: 0.3286 - accuracy: 0.8658
Epoch 390/500
450/450 [==============================] - 0s 769us/step - loss: 0.3284 - accuracy: 0.8643
Epoch 391/500
450/450 [==============================] - 0s 769us/step - loss: 0.3286 - accuracy: 0.8678
Epoch 392/500
450/450 [==============================] - 0s 776us/step - loss: 0.3288 - accuracy: 0.8658
Epoch 393/500
450/450 [==============================] - 0s 765us/step - loss: 0.3286 - accuracy: 0.8649
Epoch 394/500
450/450 [==============================] - 0s 775us/step - loss: 0.3294 - accuracy: 0.8636
Epoch 395/500
450/450 [==============================] - 0s 798us/step - loss: 0.3287 - accuracy: 0.8661
Epoch 396/500
450/450 [==============================] - 0s 792us/step - loss: 0.3277 - accuracy: 0.8650
Epoch 397/500
450/450 [==============================] - 0s 799us/step - loss: 0.3287 - accuracy: 0.8650
Epoch 398/500
450/450 [==============================] - 0s 796us/step - loss: 0.3284 - accuracy: 0.8651
Epoch 399/500
450/450 [==============================] - 0s 797us/step - loss: 0.3288 - accuracy: 0.8651
Epoch 400/500
450/450 [==============================] - 0s 803us/step - loss: 0.3289 - accuracy: 0.8660
Epoch 401/500
450/450 [==============================] - 0s 773us/step - loss: 0.3290 - accuracy: 0.8658
Epoch 402/500
450/450 [==============================] - 0s 774us/step - loss: 0.3287 - accuracy: 0.8661
Epoch 403/500
450/450 [==============================] - 0s 785us/step - loss: 0.3287 - accuracy: 0.8657
Epoch 404/500
450/450 [==============================] - 0s 776us/step - loss: 0.3283 - accuracy: 0.8676
Epoch 405/500
450/450 [==============================] - 0s 779us/step - loss: 0.3289 - accuracy: 0.8636
Epoch 406/500
450/450 [==============================] - 0s 776us/step - loss: 0.3291 - accuracy: 0.8658
Epoch 407/500
450/450 [==============================] - 0s 764us/step - loss: 0.3287 - accuracy: 0.8646
Epoch 408/500
450/450 [==============================] - 0s 778us/step - loss: 0.3274 - accuracy: 0.86600s - loss: 0.3246 - accuracy: 0.86
Epoch 409/500
450/450 [==============================] - 0s 807us/step - loss: 0.3285 - accuracy: 0.8674
Epoch 410/500
450/450 [==============================] - 0s 772us/step - loss: 0.3285 - accuracy: 0.8635
Epoch 411/500
450/450 [==============================] - 0s 800us/step - loss: 0.3283 - accuracy: 0.8656
Epoch 412/500
450/450 [==============================] - 0s 772us/step - loss: 0.3287 - accuracy: 0.8640
Epoch 413/500
450/450 [==============================] - 0s 761us/step - loss: 0.3286 - accuracy: 0.8650
Epoch 414/500
450/450 [==============================] - 0s 810us/step - loss: 0.3289 - accuracy: 0.8644
Epoch 415/500
450/450 [==============================] - 0s 830us/step - loss: 0.3278 - accuracy: 0.8661
Epoch 416/500
450/450 [==============================] - 0s 770us/step - loss: 0.3284 - accuracy: 0.8662
Epoch 417/500
450/450 [==============================] - 0s 802us/step - loss: 0.3289 - accuracy: 0.8639
Epoch 418/500
450/450 [==============================] - 0s 767us/step - loss: 0.3280 - accuracy: 0.8644
Epoch 419/500
450/450 [==============================] - 0s 763us/step - loss: 0.3284 - accuracy: 0.8649
Epoch 420/500
450/450 [==============================] - 0s 785us/step - loss: 0.3279 - accuracy: 0.8656
Epoch 421/500
450/450 [==============================] - 0s 775us/step - loss: 0.3284 - accuracy: 0.8665
Epoch 422/500
450/450 [==============================] - 0s 763us/step - loss: 0.3285 - accuracy: 0.8668
Epoch 423/500
450/450 [==============================] - 0s 812us/step - loss: 0.3286 - accuracy: 0.8661
Epoch 424/500
450/450 [==============================] - 0s 771us/step - loss: 0.3280 - accuracy: 0.8661
Epoch 425/500
450/450 [==============================] - 0s 793us/step - loss: 0.3288 - accuracy: 0.8656
Epoch 426/500
450/450 [==============================] - 0s 810us/step - loss: 0.3286 - accuracy: 0.8650
Epoch 427/500
450/450 [==============================] - 0s 774us/step - loss: 0.3287 - accuracy: 0.8615
Epoch 428/500
450/450 [==============================] - 0s 806us/step - loss: 0.3279 - accuracy: 0.8653
Epoch 429/500
450/450 [==============================] - 0s 787us/step - loss: 0.3285 - accuracy: 0.8675
Epoch 430/500
450/450 [==============================] - 0s 759us/step - loss: 0.3283 - accuracy: 0.8643
Epoch 431/500
450/450 [==============================] - 0s 801us/step - loss: 0.3279 - accuracy: 0.8656
Epoch 432/500
450/450 [==============================] - 0s 778us/step - loss: 0.3281 - accuracy: 0.8653
Epoch 433/500
450/450 [==============================] - 0s 790us/step - loss: 0.3283 - accuracy: 0.8653
Epoch 434/500
450/450 [==============================] - 0s 815us/step - loss: 0.3283 - accuracy: 0.8656
Epoch 435/500
450/450 [==============================] - 0s 774us/step - loss: 0.3286 - accuracy: 0.8661
Epoch 436/500
450/450 [==============================] - 0s 792us/step - loss: 0.3282 - accuracy: 0.8664
Epoch 437/500
450/450 [==============================] - 0s 764us/step - loss: 0.3281 - accuracy: 0.8665
Epoch 438/500
450/450 [==============================] - 0s 774us/step - loss: 0.3281 - accuracy: 0.8643
Epoch 439/500
450/450 [==============================] - 0s 831us/step - loss: 0.3275 - accuracy: 0.8661
Epoch 440/500
450/450 [==============================] - 0s 772us/step - loss: 0.3280 - accuracy: 0.86720s - loss: 0.3306 - accuracy: 0.86
Epoch 441/500
450/450 [==============================] - 0s 960us/step - loss: 0.3283 - accuracy: 0.8633
Epoch 442/500
450/450 [==============================] - 0s 893us/step - loss: 0.3282 - accuracy: 0.8631
Epoch 443/500
450/450 [==============================] - 0s 779us/step - loss: 0.3284 - accuracy: 0.8660
Epoch 444/500
450/450 [==============================] - 0s 764us/step - loss: 0.3279 - accuracy: 0.8660
Epoch 445/500
450/450 [==============================] - 0s 785us/step - loss: 0.3277 - accuracy: 0.8665
Epoch 446/500
450/450 [==============================] - 0s 774us/step - loss: 0.3279 - accuracy: 0.8650
Epoch 447/500
450/450 [==============================] - 0s 781us/step - loss: 0.3276 - accuracy: 0.8658
Epoch 448/500
450/450 [==============================] - 0s 782us/step - loss: 0.3287 - accuracy: 0.8657
Epoch 449/500
450/450 [==============================] - 0s 780us/step - loss: 0.3279 - accuracy: 0.8678
Epoch 450/500
450/450 [==============================] - 0s 797us/step - loss: 0.3278 - accuracy: 0.8649
Epoch 451/500
450/450 [==============================] - 0s 775us/step - loss: 0.3278 - accuracy: 0.8656
Epoch 452/500
450/450 [==============================] - 0s 782us/step - loss: 0.3279 - accuracy: 0.8651
Epoch 453/500
450/450 [==============================] - 0s 796us/step - loss: 0.3279 - accuracy: 0.8647
Epoch 454/500
450/450 [==============================] - 0s 808us/step - loss: 0.3280 - accuracy: 0.8660
Epoch 455/500
450/450 [==============================] - 0s 789us/step - loss: 0.3277 - accuracy: 0.8650
Epoch 456/500
450/450 [==============================] - 0s 798us/step - loss: 0.3275 - accuracy: 0.86420s - loss: 0.3278 - accuracy: 0.86
Epoch 457/500
450/450 [==============================] - 0s 767us/step - loss: 0.3285 - accuracy: 0.8650
Epoch 458/500
450/450 [==============================] - 0s 767us/step - loss: 0.3272 - accuracy: 0.8646
Epoch 459/500
450/450 [==============================] - 0s 807us/step - loss: 0.3272 - accuracy: 0.8649
Epoch 460/500
450/450 [==============================] - 0s 780us/step - loss: 0.3274 - accuracy: 0.8647
Epoch 461/500
450/450 [==============================] - 0s 793us/step - loss: 0.3279 - accuracy: 0.8636
Epoch 462/500
450/450 [==============================] - 0s 773us/step - loss: 0.3273 - accuracy: 0.8631
Epoch 463/500
450/450 [==============================] - 0s 775us/step - loss: 0.3272 - accuracy: 0.8654
Epoch 464/500
450/450 [==============================] - 0s 799us/step - loss: 0.3272 - accuracy: 0.8654
Epoch 465/500
450/450 [==============================] - 0s 763us/step - loss: 0.3266 - accuracy: 0.8672
Epoch 466/500
450/450 [==============================] - 0s 770us/step - loss: 0.3276 - accuracy: 0.8674
Epoch 467/500
450/450 [==============================] - 0s 924us/step - loss: 0.3276 - accuracy: 0.8651
Epoch 468/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3275 - accuracy: 0.8660
Epoch 469/500
450/450 [==============================] - 0s 827us/step - loss: 0.3281 - accuracy: 0.8646
Epoch 470/500
450/450 [==============================] - 0s 793us/step - loss: 0.3273 - accuracy: 0.8654
Epoch 471/500
450/450 [==============================] - 0s 778us/step - loss: 0.3277 - accuracy: 0.8660
Epoch 472/500
450/450 [==============================] - 0s 789us/step - loss: 0.3271 - accuracy: 0.8650
Epoch 473/500
450/450 [==============================] - 0s 780us/step - loss: 0.3273 - accuracy: 0.8644
Epoch 474/500
450/450 [==============================] - 0s 774us/step - loss: 0.3270 - accuracy: 0.8633
Epoch 475/500
450/450 [==============================] - 0s 806us/step - loss: 0.3278 - accuracy: 0.8644
Epoch 476/500
450/450 [==============================] - 0s 789us/step - loss: 0.3276 - accuracy: 0.8650
Epoch 477/500
450/450 [==============================] - 0s 765us/step - loss: 0.3274 - accuracy: 0.8656
Epoch 478/500
450/450 [==============================] - 0s 786us/step - loss: 0.3272 - accuracy: 0.8654
Epoch 479/500
450/450 [==============================] - 0s 780us/step - loss: 0.3277 - accuracy: 0.8643
Epoch 480/500
450/450 [==============================] - 0s 811us/step - loss: 0.3273 - accuracy: 0.8657
Epoch 481/500
450/450 [==============================] - 0s 807us/step - loss: 0.3282 - accuracy: 0.8647
Epoch 482/500
450/450 [==============================] - 0s 787us/step - loss: 0.3269 - accuracy: 0.8665
Epoch 483/500
450/450 [==============================] - 0s 906us/step - loss: 0.3266 - accuracy: 0.8650
Epoch 484/500
450/450 [==============================] - 0s 779us/step - loss: 0.3275 - accuracy: 0.8661
Epoch 485/500
450/450 [==============================] - 0s 771us/step - loss: 0.3275 - accuracy: 0.8646
Epoch 486/500
450/450 [==============================] - 0s 801us/step - loss: 0.3273 - accuracy: 0.8637
Epoch 487/500
450/450 [==============================] - 0s 774us/step - loss: 0.3268 - accuracy: 0.8654
Epoch 488/500
450/450 [==============================] - 0s 770us/step - loss: 0.3276 - accuracy: 0.8668
Epoch 489/500
450/450 [==============================] - 0s 796us/step - loss: 0.3274 - accuracy: 0.8650
Epoch 490/500
450/450 [==============================] - 0s 767us/step - loss: 0.3271 - accuracy: 0.8637
Epoch 491/500
450/450 [==============================] - 0s 778us/step - loss: 0.3277 - accuracy: 0.8646
Epoch 492/500
450/450 [==============================] - 0s 791us/step - loss: 0.3267 - accuracy: 0.8653
Epoch 493/500
450/450 [==============================] - 0s 777us/step - loss: 0.3271 - accuracy: 0.8640
Epoch 494/500
450/450 [==============================] - 0s 797us/step - loss: 0.3268 - accuracy: 0.8658
Epoch 495/500
450/450 [==============================] - 0s 800us/step - loss: 0.3277 - accuracy: 0.8637
Epoch 496/500
450/450 [==============================] - 0s 773us/step - loss: 0.3267 - accuracy: 0.8635
Epoch 497/500
450/450 [==============================] - 0s 802us/step - loss: 0.3277 - accuracy: 0.8668
Epoch 498/500
450/450 [==============================] - 0s 814us/step - loss: 0.3277 - accuracy: 0.8661
Epoch 499/500
450/450 [==============================] - 0s 823us/step - loss: 0.3273 - accuracy: 0.8665
Epoch 500/500
450/450 [==============================] - 0s 804us/step - loss: 0.3265 - accuracy: 0.8679
Epoch 1/500
450/450 [==============================] - 0s 754us/step - loss: 0.5846 - accuracy: 0.7986
Epoch 2/500
450/450 [==============================] - 0s 836us/step - loss: 0.5155 - accuracy: 0.7986
Epoch 3/500
450/450 [==============================] - 0s 778us/step - loss: 0.5048 - accuracy: 0.7986
Epoch 4/500
450/450 [==============================] - 0s 778us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 5/500
450/450 [==============================] - 0s 771us/step - loss: 0.5025 - accuracy: 0.79860s - loss: 0.4984 - accu
Epoch 6/500
450/450 [==============================] - 0s 754us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 7/500
450/450 [==============================] - 0s 786us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 8/500
450/450 [==============================] - 0s 799us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 9/500
450/450 [==============================] - 0s 757us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 10/500
450/450 [==============================] - 0s 799us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 11/500
450/450 [==============================] - 0s 758us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 12/500
450/450 [==============================] - 0s 756us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 13/500
450/450 [==============================] - 0s 772us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 14/500
450/450 [==============================] - 0s 759us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/500
450/450 [==============================] - 0s 763us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 16/500
450/450 [==============================] - 0s 771us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/500
450/450 [==============================] - 0s 752us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 18/500
450/450 [==============================] - 0s 784us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 19/500
450/450 [==============================] - 0s 759us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 20/500
450/450 [==============================] - 0s 767us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 21/500
450/450 [==============================] - 0s 754us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 22/500
450/450 [==============================] - 0s 780us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 23/500
450/450 [==============================] - 0s 756us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/500
450/450 [==============================] - 0s 785us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/500
450/450 [==============================] - 0s 751us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 26/500
450/450 [==============================] - 0s 767us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 27/500
450/450 [==============================] - 0s 750us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 28/500
450/450 [==============================] - 0s 796us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 29/500
450/450 [==============================] - 0s 762us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 30/500
450/450 [==============================] - 0s 763us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 31/500
450/450 [==============================] - 0s 767us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 32/500
450/450 [==============================] - 0s 757us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 33/500
450/450 [==============================] - 0s 800us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 34/500
450/450 [==============================] - 0s 755us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 35/500
450/450 [==============================] - 0s 764us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 36/500
450/450 [==============================] - 0s 785us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 37/500
450/450 [==============================] - 0s 775us/step - loss: 0.5008 - accuracy: 0.7986
Epoch 38/500
450/450 [==============================] - 0s 752us/step - loss: 0.5003 - accuracy: 0.7986
Epoch 39/500
450/450 [==============================] - 0s 778us/step - loss: 0.4995 - accuracy: 0.7986
Epoch 40/500
450/450 [==============================] - 0s 766us/step - loss: 0.4984 - accuracy: 0.7986
Epoch 41/500
450/450 [==============================] - 0s 766us/step - loss: 0.4967 - accuracy: 0.7986
Epoch 42/500
450/450 [==============================] - 0s 789us/step - loss: 0.4942 - accuracy: 0.7986
Epoch 43/500
450/450 [==============================] - 0s 771us/step - loss: 0.4903 - accuracy: 0.7986
Epoch 44/500
450/450 [==============================] - 0s 761us/step - loss: 0.4845 - accuracy: 0.7986
Epoch 45/500
450/450 [==============================] - 0s 775us/step - loss: 0.4762 - accuracy: 0.7986
Epoch 46/500
450/450 [==============================] - 0s 773us/step - loss: 0.4660 - accuracy: 0.7986
Epoch 47/500
450/450 [==============================] - 0s 781us/step - loss: 0.4554 - accuracy: 0.7986
Epoch 48/500
450/450 [==============================] - 0s 779us/step - loss: 0.4462 - accuracy: 0.7986
Epoch 49/500
450/450 [==============================] - 0s 821us/step - loss: 0.4393 - accuracy: 0.7986
Epoch 50/500
450/450 [==============================] - 0s 799us/step - loss: 0.4345 - accuracy: 0.7986
Epoch 51/500
450/450 [==============================] - 0s 772us/step - loss: 0.4313 - accuracy: 0.7986
Epoch 52/500
450/450 [==============================] - 0s 765us/step - loss: 0.4292 - accuracy: 0.7986
Epoch 53/500
450/450 [==============================] - 0s 821us/step - loss: 0.4277 - accuracy: 0.7986
Epoch 54/500
450/450 [==============================] - 0s 764us/step - loss: 0.4266 - accuracy: 0.7986
Epoch 55/500
450/450 [==============================] - 0s 764us/step - loss: 0.4257 - accuracy: 0.7986
Epoch 56/500
450/450 [==============================] - 0s 791us/step - loss: 0.4253 - accuracy: 0.7986
Epoch 57/500
450/450 [==============================] - 0s 769us/step - loss: 0.4249 - accuracy: 0.7986
Epoch 58/500
450/450 [==============================] - 0s 769us/step - loss: 0.4245 - accuracy: 0.7986
Epoch 59/500
450/450 [==============================] - 0s 797us/step - loss: 0.4241 - accuracy: 0.7986
Epoch 60/500
450/450 [==============================] - 0s 763us/step - loss: 0.4240 - accuracy: 0.7986
Epoch 61/500
450/450 [==============================] - 0s 773us/step - loss: 0.4238 - accuracy: 0.7986
Epoch 62/500
450/450 [==============================] - 0s 806us/step - loss: 0.4235 - accuracy: 0.7986
Epoch 63/500
450/450 [==============================] - 0s 777us/step - loss: 0.4234 - accuracy: 0.7986
Epoch 64/500
450/450 [==============================] - 0s 793us/step - loss: 0.4233 - accuracy: 0.7986
Epoch 65/500
450/450 [==============================] - 0s 811us/step - loss: 0.4231 - accuracy: 0.7986
Epoch 66/500
450/450 [==============================] - 0s 800us/step - loss: 0.4230 - accuracy: 0.7986
Epoch 67/500
450/450 [==============================] - 0s 806us/step - loss: 0.4228 - accuracy: 0.7986
Epoch 68/500
450/450 [==============================] - 0s 770us/step - loss: 0.4226 - accuracy: 0.7986
Epoch 69/500
450/450 [==============================] - 0s 767us/step - loss: 0.4225 - accuracy: 0.7986
Epoch 70/500
450/450 [==============================] - 0s 790us/step - loss: 0.4224 - accuracy: 0.7986
Epoch 71/500
450/450 [==============================] - 0s 778us/step - loss: 0.4222 - accuracy: 0.7986
Epoch 72/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4217 - accuracy: 0.7986: 0s - loss: 0
Epoch 73/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.7986
Epoch 74/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.7986
Epoch 75/500
450/450 [==============================] - 0s 940us/step - loss: 0.4214 - accuracy: 0.7986
Epoch 76/500
450/450 [==============================] - 0s 897us/step - loss: 0.4210 - accuracy: 0.7986
Epoch 77/500
450/450 [==============================] - 0s 945us/step - loss: 0.4206 - accuracy: 0.79860s - loss: 0.4205 - accuracy: 0.
Epoch 78/500
450/450 [==============================] - 0s 863us/step - loss: 0.4204 - accuracy: 0.7986
Epoch 79/500
450/450 [==============================] - 0s 934us/step - loss: 0.4201 - accuracy: 0.7986
Epoch 80/500
450/450 [==============================] - 0s 917us/step - loss: 0.4198 - accuracy: 0.7986
Epoch 81/500
450/450 [==============================] - 0s 830us/step - loss: 0.4194 - accuracy: 0.7986
Epoch 82/500
450/450 [==============================] - 0s 818us/step - loss: 0.4189 - accuracy: 0.7986
Epoch 83/500
450/450 [==============================] - 0s 878us/step - loss: 0.4186 - accuracy: 0.7986
Epoch 84/500
450/450 [==============================] - 0s 821us/step - loss: 0.4184 - accuracy: 0.7986
Epoch 85/500
450/450 [==============================] - 0s 826us/step - loss: 0.4180 - accuracy: 0.7986
Epoch 86/500
450/450 [==============================] - 0s 933us/step - loss: 0.4179 - accuracy: 0.7986
Epoch 87/500
450/450 [==============================] - 0s 930us/step - loss: 0.4173 - accuracy: 0.7986
Epoch 88/500
450/450 [==============================] - 0s 900us/step - loss: 0.4172 - accuracy: 0.7986
Epoch 89/500
450/450 [==============================] - 0s 791us/step - loss: 0.4167 - accuracy: 0.7986
Epoch 90/500
450/450 [==============================] - 0s 774us/step - loss: 0.4165 - accuracy: 0.7986
Epoch 91/500
450/450 [==============================] - 0s 779us/step - loss: 0.4165 - accuracy: 0.7986
Epoch 92/500
450/450 [==============================] - 0s 773us/step - loss: 0.4161 - accuracy: 0.7986
Epoch 93/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4158 - accuracy: 0.7986
Epoch 94/500
450/450 [==============================] - 0s 791us/step - loss: 0.4151 - accuracy: 0.7986
Epoch 95/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4145 - accuracy: 0.7986
Epoch 96/500
450/450 [==============================] - 0s 861us/step - loss: 0.4138 - accuracy: 0.7986
Epoch 97/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4129 - accuracy: 0.7986
Epoch 98/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4121 - accuracy: 0.7986
Epoch 99/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4112 - accuracy: 0.7986
Epoch 100/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4100 - accuracy: 0.7989
Epoch 101/500
450/450 [==============================] - 0s 972us/step - loss: 0.4086 - accuracy: 0.8008
Epoch 102/500
450/450 [==============================] - 0s 973us/step - loss: 0.4070 - accuracy: 0.8047
Epoch 103/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4058 - accuracy: 0.8129
Epoch 104/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4037 - accuracy: 0.8096
Epoch 105/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4009 - accuracy: 0.7943
Epoch 106/500
450/450 [==============================] - 0s 868us/step - loss: 0.3981 - accuracy: 0.7958
Epoch 107/500
450/450 [==============================] - 0s 1000us/step - loss: 0.3940 - accuracy: 0.8037
Epoch 108/500
450/450 [==============================] - 0s 826us/step - loss: 0.3886 - accuracy: 0.8158
Epoch 109/500
450/450 [==============================] - 0s 872us/step - loss: 0.3836 - accuracy: 0.8224
Epoch 110/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3781 - accuracy: 0.8307
Epoch 111/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3724 - accuracy: 0.8390
Epoch 112/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3680 - accuracy: 0.8451
Epoch 113/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3640 - accuracy: 0.8487
Epoch 114/500
450/450 [==============================] - 0s 919us/step - loss: 0.3606 - accuracy: 0.8539
Epoch 115/500
450/450 [==============================] - 0s 980us/step - loss: 0.3580 - accuracy: 0.8565
Epoch 116/500
450/450 [==============================] - 0s 872us/step - loss: 0.3556 - accuracy: 0.8592
Epoch 117/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3533 - accuracy: 0.8601
Epoch 118/500
450/450 [==============================] - 0s 874us/step - loss: 0.3517 - accuracy: 0.8615
Epoch 119/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3498 - accuracy: 0.8611
Epoch 120/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3485 - accuracy: 0.8617
Epoch 121/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3476 - accuracy: 0.8624
Epoch 122/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3465 - accuracy: 0.8618
Epoch 123/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3456 - accuracy: 0.8606
Epoch 124/500
450/450 [==============================] - 0s 949us/step - loss: 0.3449 - accuracy: 0.8621
Epoch 125/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3444 - accuracy: 0.8612
Epoch 126/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3440 - accuracy: 0.8622
Epoch 127/500
450/450 [==============================] - 0s 988us/step - loss: 0.3435 - accuracy: 0.8622
Epoch 128/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3429 - accuracy: 0.8624
Epoch 129/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3424 - accuracy: 0.8624
Epoch 130/500
450/450 [==============================] - 0s 988us/step - loss: 0.3423 - accuracy: 0.8603
Epoch 131/500
450/450 [==============================] - 0s 967us/step - loss: 0.3421 - accuracy: 0.8614
Epoch 132/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3412 - accuracy: 0.8601
Epoch 133/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3412 - accuracy: 0.8629
Epoch 134/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3408 - accuracy: 0.8604
Epoch 135/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3404 - accuracy: 0.8615
Epoch 136/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3404 - accuracy: 0.8626
Epoch 137/500
450/450 [==============================] - 0s 850us/step - loss: 0.3398 - accuracy: 0.8626
Epoch 138/500
450/450 [==============================] - 0s 865us/step - loss: 0.3397 - accuracy: 0.8611
Epoch 139/500
450/450 [==============================] - 0s 812us/step - loss: 0.3397 - accuracy: 0.8612
Epoch 140/500
450/450 [==============================] - 0s 797us/step - loss: 0.3394 - accuracy: 0.8619
Epoch 141/500
450/450 [==============================] - 0s 817us/step - loss: 0.3391 - accuracy: 0.8611
Epoch 142/500
450/450 [==============================] - 0s 786us/step - loss: 0.3388 - accuracy: 0.8621
Epoch 143/500
450/450 [==============================] - 0s 834us/step - loss: 0.3379 - accuracy: 0.8639
Epoch 144/500
450/450 [==============================] - 0s 846us/step - loss: 0.3388 - accuracy: 0.8618
Epoch 145/500
450/450 [==============================] - 0s 804us/step - loss: 0.3381 - accuracy: 0.8621
Epoch 146/500
450/450 [==============================] - 0s 816us/step - loss: 0.3378 - accuracy: 0.8629
Epoch 147/500
450/450 [==============================] - 0s 798us/step - loss: 0.3379 - accuracy: 0.8618
Epoch 148/500
450/450 [==============================] - 0s 789us/step - loss: 0.3378 - accuracy: 0.8629
Epoch 149/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3373 - accuracy: 0.8621
Epoch 150/500
450/450 [==============================] - 0s 833us/step - loss: 0.3369 - accuracy: 0.8618
Epoch 151/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3369 - accuracy: 0.8636
Epoch 152/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3375 - accuracy: 0.8610
Epoch 153/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3369 - accuracy: 0.8625
Epoch 154/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3371 - accuracy: 0.8626
Epoch 155/500
450/450 [==============================] - 0s 968us/step - loss: 0.3371 - accuracy: 0.8625
Epoch 156/500
450/450 [==============================] - 0s 775us/step - loss: 0.3368 - accuracy: 0.8632
Epoch 157/500
450/450 [==============================] - 0s 910us/step - loss: 0.3362 - accuracy: 0.8619
Epoch 158/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3362 - accuracy: 0.8629
Epoch 159/500
450/450 [==============================] - 0s 908us/step - loss: 0.3365 - accuracy: 0.8632
Epoch 160/500
450/450 [==============================] - 0s 836us/step - loss: 0.3363 - accuracy: 0.8646
Epoch 161/500
450/450 [==============================] - 0s 843us/step - loss: 0.3364 - accuracy: 0.8629
Epoch 162/500
450/450 [==============================] - 0s 806us/step - loss: 0.3361 - accuracy: 0.8635
Epoch 163/500
450/450 [==============================] - 0s 771us/step - loss: 0.3364 - accuracy: 0.8643
Epoch 164/500
450/450 [==============================] - 0s 777us/step - loss: 0.3361 - accuracy: 0.8626
Epoch 165/500
450/450 [==============================] - 0s 800us/step - loss: 0.3353 - accuracy: 0.8635
Epoch 166/500
450/450 [==============================] - 0s 775us/step - loss: 0.3351 - accuracy: 0.8635
Epoch 167/500
450/450 [==============================] - 0s 785us/step - loss: 0.3356 - accuracy: 0.8626
Epoch 168/500
450/450 [==============================] - 0s 813us/step - loss: 0.3355 - accuracy: 0.8614
Epoch 169/500
450/450 [==============================] - 0s 778us/step - loss: 0.3358 - accuracy: 0.8610
Epoch 170/500
450/450 [==============================] - 0s 796us/step - loss: 0.3352 - accuracy: 0.8618
Epoch 171/500
450/450 [==============================] - 0s 804us/step - loss: 0.3356 - accuracy: 0.8631
Epoch 172/500
450/450 [==============================] - 0s 774us/step - loss: 0.3352 - accuracy: 0.8626
Epoch 173/500
450/450 [==============================] - 0s 777us/step - loss: 0.3352 - accuracy: 0.8626
Epoch 174/500
450/450 [==============================] - 0s 822us/step - loss: 0.3351 - accuracy: 0.8631
Epoch 175/500
450/450 [==============================] - 0s 795us/step - loss: 0.3345 - accuracy: 0.8642
Epoch 176/500
450/450 [==============================] - 0s 786us/step - loss: 0.3355 - accuracy: 0.8624
Epoch 177/500
450/450 [==============================] - 0s 783us/step - loss: 0.3347 - accuracy: 0.8624
Epoch 178/500
450/450 [==============================] - 0s 775us/step - loss: 0.3348 - accuracy: 0.8624
Epoch 179/500
450/450 [==============================] - 0s 804us/step - loss: 0.3346 - accuracy: 0.8635
Epoch 180/500
450/450 [==============================] - 0s 791us/step - loss: 0.3342 - accuracy: 0.8646
Epoch 181/500
450/450 [==============================] - 0s 803us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 182/500
450/450 [==============================] - 0s 805us/step - loss: 0.3344 - accuracy: 0.8611
Epoch 183/500
450/450 [==============================] - 0s 765us/step - loss: 0.3342 - accuracy: 0.8637
Epoch 184/500
450/450 [==============================] - 0s 764us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 185/500
450/450 [==============================] - 0s 810us/step - loss: 0.3338 - accuracy: 0.8647
Epoch 186/500
450/450 [==============================] - 0s 772us/step - loss: 0.3340 - accuracy: 0.8626
Epoch 187/500
450/450 [==============================] - 0s 771us/step - loss: 0.3333 - accuracy: 0.8633
Epoch 188/500
450/450 [==============================] - 0s 853us/step - loss: 0.3333 - accuracy: 0.8636
Epoch 189/500
450/450 [==============================] - 0s 773us/step - loss: 0.3332 - accuracy: 0.8628
Epoch 190/500
450/450 [==============================] - 0s 789us/step - loss: 0.3336 - accuracy: 0.8640
Epoch 191/500
450/450 [==============================] - 0s 798us/step - loss: 0.3329 - accuracy: 0.8637
Epoch 192/500
450/450 [==============================] - 0s 778us/step - loss: 0.3332 - accuracy: 0.8626
Epoch 193/500
450/450 [==============================] - 0s 787us/step - loss: 0.3331 - accuracy: 0.8643
Epoch 194/500
450/450 [==============================] - 0s 767us/step - loss: 0.3333 - accuracy: 0.8629
Epoch 195/500
450/450 [==============================] - 0s 778us/step - loss: 0.3331 - accuracy: 0.8642
Epoch 196/500
450/450 [==============================] - 0s 785us/step - loss: 0.3328 - accuracy: 0.8629
Epoch 197/500
450/450 [==============================] - 0s 801us/step - loss: 0.3325 - accuracy: 0.8636
Epoch 198/500
450/450 [==============================] - 0s 787us/step - loss: 0.3331 - accuracy: 0.8640
Epoch 199/500
450/450 [==============================] - 0s 818us/step - loss: 0.3326 - accuracy: 0.8636
Epoch 200/500
450/450 [==============================] - 0s 773us/step - loss: 0.3327 - accuracy: 0.8640
Epoch 201/500
450/450 [==============================] - 0s 779us/step - loss: 0.3328 - accuracy: 0.8653
Epoch 202/500
450/450 [==============================] - 0s 799us/step - loss: 0.3320 - accuracy: 0.8639
Epoch 203/500
450/450 [==============================] - 0s 765us/step - loss: 0.3323 - accuracy: 0.8657
Epoch 204/500
450/450 [==============================] - 0s 776us/step - loss: 0.3324 - accuracy: 0.8646
Epoch 205/500
450/450 [==============================] - 0s 806us/step - loss: 0.3326 - accuracy: 0.8649
Epoch 206/500
450/450 [==============================] - 0s 891us/step - loss: 0.3323 - accuracy: 0.8631
Epoch 207/500
450/450 [==============================] - 0s 857us/step - loss: 0.3322 - accuracy: 0.8662
Epoch 208/500
450/450 [==============================] - 0s 831us/step - loss: 0.3322 - accuracy: 0.8636
Epoch 209/500
450/450 [==============================] - 0s 820us/step - loss: 0.3325 - accuracy: 0.8640
Epoch 210/500
450/450 [==============================] - 0s 810us/step - loss: 0.3317 - accuracy: 0.8660
Epoch 211/500
450/450 [==============================] - 0s 826us/step - loss: 0.3321 - accuracy: 0.8639
Epoch 212/500
450/450 [==============================] - 0s 845us/step - loss: 0.3315 - accuracy: 0.8664
Epoch 213/500
450/450 [==============================] - 0s 799us/step - loss: 0.3312 - accuracy: 0.8649
Epoch 214/500
450/450 [==============================] - 0s 841us/step - loss: 0.3316 - accuracy: 0.8646
Epoch 215/500
450/450 [==============================] - 0s 947us/step - loss: 0.3317 - accuracy: 0.8658
Epoch 216/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3319 - accuracy: 0.8629
Epoch 217/500
450/450 [==============================] - 0s 847us/step - loss: 0.3315 - accuracy: 0.8672
Epoch 218/500
450/450 [==============================] - 0s 849us/step - loss: 0.3312 - accuracy: 0.8665
Epoch 219/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3316 - accuracy: 0.8656
Epoch 220/500
450/450 [==============================] - 0s 960us/step - loss: 0.3316 - accuracy: 0.8657
Epoch 221/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3316 - accuracy: 0.8644
Epoch 222/500
450/450 [==============================] - 0s 814us/step - loss: 0.3314 - accuracy: 0.8658
Epoch 223/500
450/450 [==============================] - 0s 937us/step - loss: 0.3313 - accuracy: 0.8660
Epoch 224/500
450/450 [==============================] - 0s 912us/step - loss: 0.3316 - accuracy: 0.8658
Epoch 225/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3316 - accuracy: 0.8667
Epoch 226/500
450/450 [==============================] - 0s 856us/step - loss: 0.3314 - accuracy: 0.8649
Epoch 227/500
450/450 [==============================] - 0s 907us/step - loss: 0.3310 - accuracy: 0.8667
Epoch 228/500
450/450 [==============================] - 0s 860us/step - loss: 0.3312 - accuracy: 0.8668
Epoch 229/500
450/450 [==============================] - 0s 946us/step - loss: 0.3311 - accuracy: 0.8653
Epoch 230/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3312 - accuracy: 0.8668
Epoch 231/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3313 - accuracy: 0.8653
Epoch 232/500
450/450 [==============================] - 0s 848us/step - loss: 0.3312 - accuracy: 0.8660
Epoch 233/500
450/450 [==============================] - 0s 886us/step - loss: 0.3310 - accuracy: 0.8656
Epoch 234/500
450/450 [==============================] - 0s 837us/step - loss: 0.3309 - accuracy: 0.8653
Epoch 235/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3307 - accuracy: 0.8668
Epoch 236/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3306 - accuracy: 0.8656
Epoch 237/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3306 - accuracy: 0.8660
Epoch 238/500
450/450 [==============================] - 0s 900us/step - loss: 0.3308 - accuracy: 0.8671
Epoch 239/500
450/450 [==============================] - 0s 772us/step - loss: 0.3305 - accuracy: 0.8662
Epoch 240/500
450/450 [==============================] - 0s 968us/step - loss: 0.3309 - accuracy: 0.8657
Epoch 241/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3306 - accuracy: 0.8656
Epoch 242/500
450/450 [==============================] - 0s 936us/step - loss: 0.3309 - accuracy: 0.8665
Epoch 243/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8660
Epoch 244/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3302 - accuracy: 0.8661: 0s - loss: 0.3317 - accuracy
Epoch 245/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8657
Epoch 246/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3301 - accuracy: 0.8683
Epoch 247/500
450/450 [==============================] - 0s 858us/step - loss: 0.3304 - accuracy: 0.8665
Epoch 248/500
450/450 [==============================] - 0s 876us/step - loss: 0.3305 - accuracy: 0.8665
Epoch 249/500
450/450 [==============================] - 0s 815us/step - loss: 0.3305 - accuracy: 0.8669
Epoch 250/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8668
Epoch 251/500
450/450 [==============================] - 0s 844us/step - loss: 0.3299 - accuracy: 0.8662
Epoch 252/500
450/450 [==============================] - 0s 867us/step - loss: 0.3305 - accuracy: 0.8685
Epoch 253/500
450/450 [==============================] - 0s 825us/step - loss: 0.3303 - accuracy: 0.8656
Epoch 254/500
450/450 [==============================] - 0s 773us/step - loss: 0.3299 - accuracy: 0.8672
Epoch 255/500
450/450 [==============================] - 0s 813us/step - loss: 0.3301 - accuracy: 0.8658
Epoch 256/500
450/450 [==============================] - 0s 773us/step - loss: 0.3301 - accuracy: 0.8665
Epoch 257/500
450/450 [==============================] - 0s 780us/step - loss: 0.3301 - accuracy: 0.8653
Epoch 258/500
450/450 [==============================] - 0s 858us/step - loss: 0.3300 - accuracy: 0.8653
Epoch 259/500
450/450 [==============================] - 0s 764us/step - loss: 0.3303 - accuracy: 0.8654
Epoch 260/500
450/450 [==============================] - 0s 807us/step - loss: 0.3300 - accuracy: 0.8662
Epoch 261/500
450/450 [==============================] - 0s 839us/step - loss: 0.3297 - accuracy: 0.8660
Epoch 262/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3295 - accuracy: 0.8665
Epoch 263/500
450/450 [==============================] - 0s 831us/step - loss: 0.3300 - accuracy: 0.8671
Epoch 264/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3296 - accuracy: 0.8658
Epoch 265/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3299 - accuracy: 0.8683
Epoch 266/500
450/450 [==============================] - 0s 775us/step - loss: 0.3299 - accuracy: 0.8660
Epoch 267/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3297 - accuracy: 0.8679
Epoch 268/500
450/450 [==============================] - 0s 986us/step - loss: 0.3297 - accuracy: 0.8667
Epoch 269/500
450/450 [==============================] - 0s 991us/step - loss: 0.3300 - accuracy: 0.8668
Epoch 270/500
450/450 [==============================] - 0s 810us/step - loss: 0.3296 - accuracy: 0.8667
Epoch 271/500
450/450 [==============================] - 0s 860us/step - loss: 0.3294 - accuracy: 0.8658
Epoch 272/500
450/450 [==============================] - 0s 828us/step - loss: 0.3296 - accuracy: 0.8662
Epoch 273/500
450/450 [==============================] - 0s 791us/step - loss: 0.3296 - accuracy: 0.8664
Epoch 274/500
450/450 [==============================] - 0s 805us/step - loss: 0.3293 - accuracy: 0.8653
Epoch 275/500
450/450 [==============================] - 0s 804us/step - loss: 0.3296 - accuracy: 0.8664
Epoch 276/500
450/450 [==============================] - 0s 812us/step - loss: 0.3293 - accuracy: 0.8675
Epoch 277/500
450/450 [==============================] - 0s 794us/step - loss: 0.3289 - accuracy: 0.8668
Epoch 278/500
450/450 [==============================] - 0s 775us/step - loss: 0.3294 - accuracy: 0.8658
Epoch 279/500
450/450 [==============================] - 0s 804us/step - loss: 0.3297 - accuracy: 0.8667
Epoch 280/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3296 - accuracy: 0.8660
Epoch 281/500
450/450 [==============================] - 0s 840us/step - loss: 0.3296 - accuracy: 0.8660
Epoch 282/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3295 - accuracy: 0.8672
Epoch 283/500
450/450 [==============================] - 0s 997us/step - loss: 0.3292 - accuracy: 0.8657
Epoch 284/500
450/450 [==============================] - 0s 909us/step - loss: 0.3294 - accuracy: 0.8661
Epoch 285/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3294 - accuracy: 0.8675
Epoch 286/500
450/450 [==============================] - 0s 804us/step - loss: 0.3295 - accuracy: 0.8679
Epoch 287/500
450/450 [==============================] - 0s 845us/step - loss: 0.3289 - accuracy: 0.8668
Epoch 288/500
450/450 [==============================] - 0s 772us/step - loss: 0.3292 - accuracy: 0.8662
Epoch 289/500
450/450 [==============================] - 0s 771us/step - loss: 0.3294 - accuracy: 0.8675
Epoch 290/500
450/450 [==============================] - 0s 856us/step - loss: 0.3295 - accuracy: 0.8671
Epoch 291/500
450/450 [==============================] - 0s 786us/step - loss: 0.3290 - accuracy: 0.8676
Epoch 292/500
450/450 [==============================] - 0s 779us/step - loss: 0.3289 - accuracy: 0.8671
Epoch 293/500
450/450 [==============================] - 0s 812us/step - loss: 0.3292 - accuracy: 0.8662
Epoch 294/500
450/450 [==============================] - 0s 823us/step - loss: 0.3294 - accuracy: 0.8658
Epoch 295/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8681
Epoch 296/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3290 - accuracy: 0.8657
Epoch 297/500
450/450 [==============================] - 0s 963us/step - loss: 0.3291 - accuracy: 0.8651
Epoch 298/500
450/450 [==============================] - 0s 960us/step - loss: 0.3291 - accuracy: 0.8672
Epoch 299/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3290 - accuracy: 0.8675
Epoch 300/500
450/450 [==============================] - 0s 868us/step - loss: 0.3292 - accuracy: 0.8650
Epoch 301/500
450/450 [==============================] - 0s 866us/step - loss: 0.3292 - accuracy: 0.8675
Epoch 302/500
450/450 [==============================] - 0s 806us/step - loss: 0.3288 - accuracy: 0.8668
Epoch 303/500
450/450 [==============================] - 0s 830us/step - loss: 0.3292 - accuracy: 0.8681
Epoch 304/500
450/450 [==============================] - 0s 932us/step - loss: 0.3287 - accuracy: 0.8671
Epoch 305/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3291 - accuracy: 0.8662
Epoch 306/500
450/450 [==============================] - 0s 879us/step - loss: 0.3292 - accuracy: 0.8658
Epoch 307/500
450/450 [==============================] - 0s 884us/step - loss: 0.3291 - accuracy: 0.8668
Epoch 308/500
450/450 [==============================] - 0s 834us/step - loss: 0.3293 - accuracy: 0.8665
Epoch 309/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3287 - accuracy: 0.8667
Epoch 310/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3287 - accuracy: 0.8671
Epoch 311/500
450/450 [==============================] - 0s 890us/step - loss: 0.3290 - accuracy: 0.8683
Epoch 312/500
450/450 [==============================] - 0s 862us/step - loss: 0.3288 - accuracy: 0.8678
Epoch 313/500
450/450 [==============================] - 0s 884us/step - loss: 0.3291 - accuracy: 0.8671
Epoch 314/500
450/450 [==============================] - 0s 958us/step - loss: 0.3288 - accuracy: 0.8671
Epoch 315/500
450/450 [==============================] - 0s 888us/step - loss: 0.3291 - accuracy: 0.8671
Epoch 316/500
450/450 [==============================] - 0s 868us/step - loss: 0.3286 - accuracy: 0.8687
Epoch 317/500
450/450 [==============================] - 0s 774us/step - loss: 0.3291 - accuracy: 0.8683
Epoch 318/500
450/450 [==============================] - 0s 784us/step - loss: 0.3285 - accuracy: 0.8679
Epoch 319/500
450/450 [==============================] - 0s 836us/step - loss: 0.3288 - accuracy: 0.8682
Epoch 320/500
450/450 [==============================] - 0s 780us/step - loss: 0.3287 - accuracy: 0.8679
Epoch 321/500
450/450 [==============================] - 0s 865us/step - loss: 0.3290 - accuracy: 0.8678
Epoch 322/500
450/450 [==============================] - 0s 771us/step - loss: 0.3284 - accuracy: 0.8685
Epoch 323/500
450/450 [==============================] - 0s 789us/step - loss: 0.3291 - accuracy: 0.8678
Epoch 324/500
450/450 [==============================] - 0s 807us/step - loss: 0.3290 - accuracy: 0.8676
Epoch 325/500
450/450 [==============================] - 0s 788us/step - loss: 0.3284 - accuracy: 0.8672
Epoch 326/500
450/450 [==============================] - 0s 780us/step - loss: 0.3287 - accuracy: 0.8700
Epoch 327/500
450/450 [==============================] - 0s 815us/step - loss: 0.3289 - accuracy: 0.8685
Epoch 328/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8671
Epoch 329/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8675
Epoch 330/500
450/450 [==============================] - 0s 854us/step - loss: 0.3286 - accuracy: 0.8682
Epoch 331/500
450/450 [==============================] - 0s 818us/step - loss: 0.3286 - accuracy: 0.8672
Epoch 332/500
450/450 [==============================] - 0s 849us/step - loss: 0.3284 - accuracy: 0.8679
Epoch 333/500
450/450 [==============================] - 0s 818us/step - loss: 0.3289 - accuracy: 0.8692
Epoch 334/500
450/450 [==============================] - 0s 789us/step - loss: 0.3285 - accuracy: 0.8662
Epoch 335/500
450/450 [==============================] - 0s 825us/step - loss: 0.3287 - accuracy: 0.8685
Epoch 336/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8671
Epoch 337/500
450/450 [==============================] - 0s 855us/step - loss: 0.3286 - accuracy: 0.86820s - loss: 0.3277 - accuracy:
Epoch 338/500
450/450 [==============================] - 0s 874us/step - loss: 0.3280 - accuracy: 0.8685
Epoch 339/500
450/450 [==============================] - 0s 875us/step - loss: 0.3283 - accuracy: 0.8672
Epoch 340/500
450/450 [==============================] - 0s 976us/step - loss: 0.3288 - accuracy: 0.8690
Epoch 341/500
450/450 [==============================] - 0s 829us/step - loss: 0.3285 - accuracy: 0.8685
Epoch 342/500
450/450 [==============================] - 0s 859us/step - loss: 0.3283 - accuracy: 0.8676
Epoch 343/500
450/450 [==============================] - 0s 805us/step - loss: 0.3284 - accuracy: 0.8681
Epoch 344/500
450/450 [==============================] - 0s 791us/step - loss: 0.3283 - accuracy: 0.8683
Epoch 345/500
450/450 [==============================] - 0s 906us/step - loss: 0.3283 - accuracy: 0.8668
Epoch 346/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3285 - accuracy: 0.8674
Epoch 347/500
450/450 [==============================] - 0s 941us/step - loss: 0.3282 - accuracy: 0.8672
Epoch 348/500
450/450 [==============================] - 0s 788us/step - loss: 0.3282 - accuracy: 0.8682
Epoch 349/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3283 - accuracy: 0.8676
Epoch 350/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3281 - accuracy: 0.8675
Epoch 351/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3282 - accuracy: 0.8685
Epoch 352/500
450/450 [==============================] - 0s 800us/step - loss: 0.3280 - accuracy: 0.8686
Epoch 353/500
450/450 [==============================] - 0s 866us/step - loss: 0.3283 - accuracy: 0.8700
Epoch 354/500
450/450 [==============================] - 0s 853us/step - loss: 0.3279 - accuracy: 0.8700
Epoch 355/500
450/450 [==============================] - 0s 792us/step - loss: 0.3280 - accuracy: 0.8665
Epoch 356/500
450/450 [==============================] - 0s 856us/step - loss: 0.3280 - accuracy: 0.8690
Epoch 357/500
450/450 [==============================] - 0s 959us/step - loss: 0.3279 - accuracy: 0.8664
Epoch 358/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3286 - accuracy: 0.8668
Epoch 359/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3285 - accuracy: 0.8689
Epoch 360/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3283 - accuracy: 0.8676
Epoch 361/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3280 - accuracy: 0.8678
Epoch 362/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3280 - accuracy: 0.8685
Epoch 363/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3282 - accuracy: 0.8682
Epoch 364/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3281 - accuracy: 0.8682
Epoch 365/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3283 - accuracy: 0.8685
Epoch 366/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3279 - accuracy: 0.8671
Epoch 367/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3276 - accuracy: 0.8676
Epoch 368/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3282 - accuracy: 0.8694
Epoch 369/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3281 - accuracy: 0.8681
Epoch 370/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3280 - accuracy: 0.8674
Epoch 371/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3278 - accuracy: 0.8678
Epoch 372/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3280 - accuracy: 0.8681
Epoch 373/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3281 - accuracy: 0.8669
Epoch 374/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3278 - accuracy: 0.8674
Epoch 375/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3280 - accuracy: 0.8672
Epoch 376/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3281 - accuracy: 0.8662
Epoch 377/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3281 - accuracy: 0.8665
Epoch 378/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3277 - accuracy: 0.8681
Epoch 379/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3275 - accuracy: 0.8669
Epoch 380/500
450/450 [==============================] - 0s 832us/step - loss: 0.3282 - accuracy: 0.8674
Epoch 381/500
450/450 [==============================] - 0s 827us/step - loss: 0.3279 - accuracy: 0.8676
Epoch 382/500
450/450 [==============================] - 0s 778us/step - loss: 0.3278 - accuracy: 0.8662
Epoch 383/500
450/450 [==============================] - 0s 788us/step - loss: 0.3279 - accuracy: 0.8681
Epoch 384/500
450/450 [==============================] - 0s 824us/step - loss: 0.3279 - accuracy: 0.8675
Epoch 385/500
450/450 [==============================] - 0s 784us/step - loss: 0.3279 - accuracy: 0.8672
Epoch 386/500
450/450 [==============================] - 0s 799us/step - loss: 0.3278 - accuracy: 0.8667
Epoch 387/500
450/450 [==============================] - 0s 825us/step - loss: 0.3280 - accuracy: 0.8682
Epoch 388/500
450/450 [==============================] - 0s 780us/step - loss: 0.3278 - accuracy: 0.8682
Epoch 389/500
450/450 [==============================] - 0s 798us/step - loss: 0.3279 - accuracy: 0.8679
Epoch 390/500
450/450 [==============================] - 0s 800us/step - loss: 0.3281 - accuracy: 0.8669
Epoch 391/500
450/450 [==============================] - 0s 849us/step - loss: 0.3280 - accuracy: 0.8671
Epoch 392/500
450/450 [==============================] - 0s 818us/step - loss: 0.3281 - accuracy: 0.8658
Epoch 393/500
450/450 [==============================] - 0s 813us/step - loss: 0.3278 - accuracy: 0.8669
Epoch 394/500
450/450 [==============================] - 0s 777us/step - loss: 0.3279 - accuracy: 0.8679
Epoch 395/500
450/450 [==============================] - 0s 797us/step - loss: 0.3274 - accuracy: 0.8674
Epoch 396/500
450/450 [==============================] - 0s 784us/step - loss: 0.3278 - accuracy: 0.8678
Epoch 397/500
450/450 [==============================] - 0s 783us/step - loss: 0.3274 - accuracy: 0.8669
Epoch 398/500
450/450 [==============================] - 0s 842us/step - loss: 0.3282 - accuracy: 0.8675
Epoch 399/500
450/450 [==============================] - 0s 809us/step - loss: 0.3274 - accuracy: 0.8667
Epoch 400/500
450/450 [==============================] - 0s 824us/step - loss: 0.3276 - accuracy: 0.8685
Epoch 401/500
450/450 [==============================] - 0s 791us/step - loss: 0.3280 - accuracy: 0.8676
Epoch 402/500
450/450 [==============================] - 0s 814us/step - loss: 0.3281 - accuracy: 0.8672
Epoch 403/500
450/450 [==============================] - 0s 819us/step - loss: 0.3279 - accuracy: 0.8667
Epoch 404/500
450/450 [==============================] - 0s 774us/step - loss: 0.3278 - accuracy: 0.8671
Epoch 405/500
450/450 [==============================] - 0s 788us/step - loss: 0.3278 - accuracy: 0.8679
Epoch 406/500
450/450 [==============================] - 0s 815us/step - loss: 0.3278 - accuracy: 0.8683
Epoch 407/500
450/450 [==============================] - 0s 798us/step - loss: 0.3283 - accuracy: 0.8672
Epoch 408/500
450/450 [==============================] - 0s 893us/step - loss: 0.3276 - accuracy: 0.8679
Epoch 409/500
450/450 [==============================] - 0s 846us/step - loss: 0.3275 - accuracy: 0.8675
Epoch 410/500
450/450 [==============================] - 0s 837us/step - loss: 0.3280 - accuracy: 0.8669
Epoch 411/500
450/450 [==============================] - 0s 990us/step - loss: 0.3279 - accuracy: 0.8671
Epoch 412/500
450/450 [==============================] - 0s 778us/step - loss: 0.3274 - accuracy: 0.8674
Epoch 413/500
450/450 [==============================] - 0s 775us/step - loss: 0.3278 - accuracy: 0.8671
Epoch 414/500
450/450 [==============================] - 0s 808us/step - loss: 0.3275 - accuracy: 0.8672
Epoch 415/500
450/450 [==============================] - 0s 779us/step - loss: 0.3280 - accuracy: 0.8669
Epoch 416/500
450/450 [==============================] - 0s 801us/step - loss: 0.3278 - accuracy: 0.8674
Epoch 417/500
450/450 [==============================] - 0s 811us/step - loss: 0.3279 - accuracy: 0.8669
Epoch 418/500
450/450 [==============================] - 0s 773us/step - loss: 0.3277 - accuracy: 0.8669
Epoch 419/500
450/450 [==============================] - 0s 831us/step - loss: 0.3274 - accuracy: 0.8664
Epoch 420/500
450/450 [==============================] - 0s 778us/step - loss: 0.3279 - accuracy: 0.8685
Epoch 421/500
450/450 [==============================] - 0s 776us/step - loss: 0.3272 - accuracy: 0.8672
Epoch 422/500
450/450 [==============================] - 0s 925us/step - loss: 0.3271 - accuracy: 0.8667
Epoch 423/500
450/450 [==============================] - 0s 773us/step - loss: 0.3272 - accuracy: 0.8679
Epoch 424/500
450/450 [==============================] - 0s 779us/step - loss: 0.3275 - accuracy: 0.8693
Epoch 425/500
450/450 [==============================] - 0s 828us/step - loss: 0.3280 - accuracy: 0.8679
Epoch 426/500
450/450 [==============================] - 0s 789us/step - loss: 0.3272 - accuracy: 0.8679
Epoch 427/500
450/450 [==============================] - 0s 814us/step - loss: 0.3274 - accuracy: 0.8672
Epoch 428/500
450/450 [==============================] - 0s 777us/step - loss: 0.3279 - accuracy: 0.8676
Epoch 429/500
450/450 [==============================] - 0s 784us/step - loss: 0.3274 - accuracy: 0.8674
Epoch 430/500
450/450 [==============================] - 0s 803us/step - loss: 0.3280 - accuracy: 0.8674
Epoch 431/500
450/450 [==============================] - 0s 780us/step - loss: 0.3279 - accuracy: 0.8683
Epoch 432/500
450/450 [==============================] - 0s 769us/step - loss: 0.3276 - accuracy: 0.8682
Epoch 433/500
450/450 [==============================] - 0s 804us/step - loss: 0.3280 - accuracy: 0.8681
Epoch 434/500
450/450 [==============================] - 0s 783us/step - loss: 0.3274 - accuracy: 0.8683
Epoch 435/500
450/450 [==============================] - 0s 780us/step - loss: 0.3273 - accuracy: 0.8678
Epoch 436/500
450/450 [==============================] - 0s 810us/step - loss: 0.3279 - accuracy: 0.8676
Epoch 437/500
450/450 [==============================] - 0s 834us/step - loss: 0.3280 - accuracy: 0.8675
Epoch 438/500
450/450 [==============================] - 0s 785us/step - loss: 0.3278 - accuracy: 0.8692
Epoch 439/500
450/450 [==============================] - 0s 802us/step - loss: 0.3275 - accuracy: 0.8679
Epoch 440/500
450/450 [==============================] - 0s 785us/step - loss: 0.3274 - accuracy: 0.8686
Epoch 441/500
450/450 [==============================] - 0s 807us/step - loss: 0.3279 - accuracy: 0.8675
Epoch 442/500
450/450 [==============================] - 0s 779us/step - loss: 0.3276 - accuracy: 0.8675
Epoch 443/500
450/450 [==============================] - 0s 778us/step - loss: 0.3276 - accuracy: 0.8662
Epoch 444/500
450/450 [==============================] - 0s 814us/step - loss: 0.3276 - accuracy: 0.8678
Epoch 445/500
450/450 [==============================] - 0s 791us/step - loss: 0.3274 - accuracy: 0.8681
Epoch 446/500
450/450 [==============================] - 0s 785us/step - loss: 0.3277 - accuracy: 0.8665
Epoch 447/500
450/450 [==============================] - 0s 804us/step - loss: 0.3275 - accuracy: 0.8679
Epoch 448/500
450/450 [==============================] - 0s 800us/step - loss: 0.3275 - accuracy: 0.8676
Epoch 449/500
450/450 [==============================] - 0s 767us/step - loss: 0.3277 - accuracy: 0.8690
Epoch 450/500
450/450 [==============================] - 0s 808us/step - loss: 0.3272 - accuracy: 0.8672
Epoch 451/500
450/450 [==============================] - 0s 777us/step - loss: 0.3274 - accuracy: 0.8681
Epoch 452/500
450/450 [==============================] - 0s 795us/step - loss: 0.3276 - accuracy: 0.8675
Epoch 453/500
450/450 [==============================] - 0s 845us/step - loss: 0.3277 - accuracy: 0.8675
Epoch 454/500
450/450 [==============================] - 0s 768us/step - loss: 0.3276 - accuracy: 0.8667
Epoch 455/500
450/450 [==============================] - 0s 798us/step - loss: 0.3274 - accuracy: 0.8685
Epoch 456/500
450/450 [==============================] - 0s 790us/step - loss: 0.3277 - accuracy: 0.8676
Epoch 457/500
450/450 [==============================] - 0s 786us/step - loss: 0.3275 - accuracy: 0.8674
Epoch 458/500
450/450 [==============================] - 0s 777us/step - loss: 0.3276 - accuracy: 0.8669
Epoch 459/500
450/450 [==============================] - 0s 784us/step - loss: 0.3276 - accuracy: 0.8679
Epoch 460/500
450/450 [==============================] - 0s 775us/step - loss: 0.3275 - accuracy: 0.8676
Epoch 461/500
450/450 [==============================] - 0s 810us/step - loss: 0.3276 - accuracy: 0.8671
Epoch 462/500
450/450 [==============================] - 0s 772us/step - loss: 0.3274 - accuracy: 0.8676
Epoch 463/500
450/450 [==============================] - 0s 811us/step - loss: 0.3270 - accuracy: 0.8664
Epoch 464/500
450/450 [==============================] - 0s 771us/step - loss: 0.3275 - accuracy: 0.8678
Epoch 465/500
450/450 [==============================] - 0s 775us/step - loss: 0.3276 - accuracy: 0.8667
Epoch 466/500
450/450 [==============================] - 0s 779us/step - loss: 0.3275 - accuracy: 0.8669
Epoch 467/500
450/450 [==============================] - 0s 813us/step - loss: 0.3276 - accuracy: 0.8668
Epoch 468/500
450/450 [==============================] - 0s 793us/step - loss: 0.3278 - accuracy: 0.8676
Epoch 469/500
450/450 [==============================] - 0s 787us/step - loss: 0.3277 - accuracy: 0.8683
Epoch 470/500
450/450 [==============================] - 0s 805us/step - loss: 0.3273 - accuracy: 0.8669
Epoch 471/500
450/450 [==============================] - 0s 776us/step - loss: 0.3277 - accuracy: 0.8683
Epoch 472/500
450/450 [==============================] - 0s 872us/step - loss: 0.3277 - accuracy: 0.8672
Epoch 473/500
450/450 [==============================] - 0s 771us/step - loss: 0.3271 - accuracy: 0.8674
Epoch 474/500
450/450 [==============================] - 0s 772us/step - loss: 0.3275 - accuracy: 0.8668
Epoch 475/500
450/450 [==============================] - 0s 826us/step - loss: 0.3274 - accuracy: 0.8662
Epoch 476/500
450/450 [==============================] - 0s 803us/step - loss: 0.3272 - accuracy: 0.8675
Epoch 477/500
450/450 [==============================] - 0s 821us/step - loss: 0.3270 - accuracy: 0.8699
Epoch 478/500
450/450 [==============================] - 0s 775us/step - loss: 0.3274 - accuracy: 0.8667
Epoch 479/500
450/450 [==============================] - 0s 774us/step - loss: 0.3276 - accuracy: 0.8678
Epoch 480/500
450/450 [==============================] - 0s 791us/step - loss: 0.3274 - accuracy: 0.8682
Epoch 481/500
450/450 [==============================] - 0s 802us/step - loss: 0.3272 - accuracy: 0.8678
Epoch 482/500
450/450 [==============================] - 0s 775us/step - loss: 0.3271 - accuracy: 0.8671
Epoch 483/500
450/450 [==============================] - 0s 814us/step - loss: 0.3274 - accuracy: 0.8682
Epoch 484/500
450/450 [==============================] - 0s 802us/step - loss: 0.3271 - accuracy: 0.8676
Epoch 485/500
450/450 [==============================] - 0s 774us/step - loss: 0.3281 - accuracy: 0.8678
Epoch 486/500
450/450 [==============================] - 0s 813us/step - loss: 0.3275 - accuracy: 0.8682
Epoch 487/500
450/450 [==============================] - 0s 800us/step - loss: 0.3276 - accuracy: 0.8678
Epoch 488/500
450/450 [==============================] - 0s 780us/step - loss: 0.3276 - accuracy: 0.8675
Epoch 489/500
450/450 [==============================] - 0s 818us/step - loss: 0.3272 - accuracy: 0.8675
Epoch 490/500
450/450 [==============================] - 0s 795us/step - loss: 0.3275 - accuracy: 0.8674
Epoch 491/500
450/450 [==============================] - 0s 810us/step - loss: 0.3272 - accuracy: 0.8667
Epoch 492/500
450/450 [==============================] - 0s 808us/step - loss: 0.3279 - accuracy: 0.8681
Epoch 493/500
450/450 [==============================] - 0s 778us/step - loss: 0.3275 - accuracy: 0.8675
Epoch 494/500
450/450 [==============================] - 0s 855us/step - loss: 0.3272 - accuracy: 0.8665
Epoch 495/500
450/450 [==============================] - 0s 797us/step - loss: 0.3273 - accuracy: 0.8693
Epoch 496/500
450/450 [==============================] - 0s 786us/step - loss: 0.3275 - accuracy: 0.8683
Epoch 497/500
450/450 [==============================] - 0s 803us/step - loss: 0.3277 - accuracy: 0.8676
Epoch 498/500
450/450 [==============================] - 0s 786us/step - loss: 0.3277 - accuracy: 0.8681
Epoch 499/500
450/450 [==============================] - 0s 776us/step - loss: 0.3276 - accuracy: 0.8675
Epoch 500/500
450/450 [==============================] - 0s 801us/step - loss: 0.3275 - accuracy: 0.8662
Epoch 1/500
450/450 [==============================] - 0s 759us/step - loss: 0.5863 - accuracy: 0.7957
Epoch 2/500
450/450 [==============================] - 0s 822us/step - loss: 0.5181 - accuracy: 0.7964
Epoch 3/500
450/450 [==============================] - 0s 768us/step - loss: 0.5079 - accuracy: 0.7964
Epoch 4/500
450/450 [==============================] - 0s 777us/step - loss: 0.5060 - accuracy: 0.7964
Epoch 5/500
450/450 [==============================] - 0s 762us/step - loss: 0.5056 - accuracy: 0.7964
Epoch 6/500
450/450 [==============================] - 0s 761us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 7/500
450/450 [==============================] - 0s 791us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 8/500
450/450 [==============================] - 0s 753us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 9/500
450/450 [==============================] - 0s 774us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 10/500
450/450 [==============================] - 0s 797us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 11/500
450/450 [==============================] - 0s 773us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 12/500
450/450 [==============================] - 0s 762us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 13/500
450/450 [==============================] - 0s 798us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 14/500
450/450 [==============================] - 0s 765us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 15/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 16/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 17/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 18/500
450/450 [==============================] - 0s 922us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 19/500
450/450 [==============================] - 0s 835us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 20/500
450/450 [==============================] - 0s 831us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 21/500
450/450 [==============================] - 0s 786us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 22/500
450/450 [==============================] - 0s 803us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 23/500
450/450 [==============================] - 0s 869us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 24/500
450/450 [==============================] - 0s 800us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 25/500
450/450 [==============================] - 0s 817us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 26/500
450/450 [==============================] - 0s 784us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 27/500
450/450 [==============================] - 0s 816us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 28/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 29/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 30/500
450/450 [==============================] - 0s 889us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 31/500
450/450 [==============================] - 0s 854us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 32/500
450/450 [==============================] - 0s 836us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 33/500
450/450 [==============================] - 0s 823us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 34/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 35/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5054 - accuracy: 0.7964: 0s - loss: 0.5053 - accuracy:
Epoch 36/500
450/450 [==============================] - 0s 958us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 37/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 38/500
450/450 [==============================] - 0s 943us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 39/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 40/500
450/450 [==============================] - 0s 991us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 41/500
450/450 [==============================] - 0s 858us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 42/500
450/450 [==============================] - 0s 837us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 43/500
450/450 [==============================] - 0s 798us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 44/500
450/450 [==============================] - 0s 807us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 45/500
450/450 [==============================] - 0s 765us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 46/500
450/450 [==============================] - 0s 772us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 47/500
450/450 [==============================] - 0s 841us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 48/500
450/450 [==============================] - 0s 801us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 49/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 50/500
450/450 [==============================] - 0s 799us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 51/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 52/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 53/500
450/450 [==============================] - 0s 975us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 54/500
450/450 [==============================] - 0s 919us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 55/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 56/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 57/500
450/450 [==============================] - 0s 874us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 58/500
450/450 [==============================] - 0s 774us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 59/500
450/450 [==============================] - 0s 796us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 60/500
450/450 [==============================] - 0s 801us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 61/500
450/450 [==============================] - 0s 818us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 62/500
450/450 [==============================] - 0s 790us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 63/500
450/450 [==============================] - 0s 781us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 64/500
450/450 [==============================] - 0s 822us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 65/500
450/450 [==============================] - 0s 804us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 66/500
450/450 [==============================] - 0s 761us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 67/500
450/450 [==============================] - 0s 873us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 68/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5052 - accuracy: 0.7964
Epoch 69/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5052 - accuracy: 0.7964
Epoch 70/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5051 - accuracy: 0.7964: 0s - loss: 0.5119 - accuracy:
Epoch 71/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5051 - accuracy: 0.7964
Epoch 72/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5050 - accuracy: 0.7964
Epoch 73/500
450/450 [==============================] - 0s 849us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 74/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5048 - accuracy: 0.7964
Epoch 75/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5046 - accuracy: 0.7964: 0s - loss: 0.5059 - accuracy: 0.79
Epoch 76/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5044 - accuracy: 0.7964
Epoch 77/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5041 - accuracy: 0.7964
Epoch 78/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5038 - accuracy: 0.7964
Epoch 79/500
450/450 [==============================] - 0s 872us/step - loss: 0.5032 - accuracy: 0.7964
Epoch 80/500
450/450 [==============================] - 0s 938us/step - loss: 0.5024 - accuracy: 0.7964
Epoch 81/500
450/450 [==============================] - 0s 999us/step - loss: 0.5013 - accuracy: 0.7964
Epoch 82/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4996 - accuracy: 0.7964
Epoch 83/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4970 - accuracy: 0.7964
Epoch 84/500
450/450 [==============================] - 0s 996us/step - loss: 0.4933 - accuracy: 0.7964
Epoch 85/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4878 - accuracy: 0.7964
Epoch 86/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4803 - accuracy: 0.7964
Epoch 87/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4708 - accuracy: 0.7964
Epoch 88/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4608 - accuracy: 0.7964: 0s - loss: 0.4597 - accuracy: 0.79
Epoch 89/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7964
Epoch 90/500
450/450 [==============================] - 0s 853us/step - loss: 0.4448 - accuracy: 0.7964
Epoch 91/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7964
Epoch 92/500
450/450 [==============================] - 0s 921us/step - loss: 0.4366 - accuracy: 0.7964
Epoch 93/500
450/450 [==============================] - 0s 875us/step - loss: 0.4342 - accuracy: 0.7964
Epoch 94/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4325 - accuracy: 0.7964
Epoch 95/500
450/450 [==============================] - 0s 796us/step - loss: 0.4312 - accuracy: 0.7964
Epoch 96/500
450/450 [==============================] - 0s 757us/step - loss: 0.4299 - accuracy: 0.7964
Epoch 97/500
450/450 [==============================] - 0s 804us/step - loss: 0.4288 - accuracy: 0.7964
Epoch 98/500
450/450 [==============================] - 0s 763us/step - loss: 0.4275 - accuracy: 0.7964
Epoch 99/500
450/450 [==============================] - 0s 860us/step - loss: 0.4262 - accuracy: 0.7964
Epoch 100/500
450/450 [==============================] - 0s 900us/step - loss: 0.4244 - accuracy: 0.7964
Epoch 101/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.7964
Epoch 102/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4200 - accuracy: 0.7964
Epoch 103/500
450/450 [==============================] - 0s 950us/step - loss: 0.4172 - accuracy: 0.7964
Epoch 104/500
450/450 [==============================] - 0s 854us/step - loss: 0.4138 - accuracy: 0.7964
Epoch 105/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4105 - accuracy: 0.7964
Epoch 106/500
450/450 [==============================] - 0s 977us/step - loss: 0.4072 - accuracy: 0.7964
Epoch 107/500
450/450 [==============================] - 0s 819us/step - loss: 0.4038 - accuracy: 0.7964
Epoch 108/500
450/450 [==============================] - 0s 770us/step - loss: 0.4009 - accuracy: 0.7964
Epoch 109/500
450/450 [==============================] - 0s 761us/step - loss: 0.3980 - accuracy: 0.7964
Epoch 110/500
450/450 [==============================] - 0s 758us/step - loss: 0.3948 - accuracy: 0.8071
Epoch 111/500
450/450 [==============================] - 0s 750us/step - loss: 0.3916 - accuracy: 0.8274
Epoch 112/500
450/450 [==============================] - 0s 765us/step - loss: 0.3877 - accuracy: 0.8321
Epoch 113/500
450/450 [==============================] - 0s 775us/step - loss: 0.3843 - accuracy: 0.8357
Epoch 114/500
450/450 [==============================] - 0s 754us/step - loss: 0.3814 - accuracy: 0.8376
Epoch 115/500
450/450 [==============================] - 0s 761us/step - loss: 0.3784 - accuracy: 0.8403
Epoch 116/500
450/450 [==============================] - 0s 758us/step - loss: 0.3760 - accuracy: 0.8453
Epoch 117/500
450/450 [==============================] - 0s 799us/step - loss: 0.3732 - accuracy: 0.8469
Epoch 118/500
450/450 [==============================] - 0s 762us/step - loss: 0.3699 - accuracy: 0.8497
Epoch 119/500
450/450 [==============================] - 0s 774us/step - loss: 0.3674 - accuracy: 0.8536
Epoch 120/500
450/450 [==============================] - 0s 914us/step - loss: 0.3652 - accuracy: 0.8526
Epoch 121/500
450/450 [==============================] - 0s 989us/step - loss: 0.3628 - accuracy: 0.8522
Epoch 122/500
450/450 [==============================] - 0s 823us/step - loss: 0.3603 - accuracy: 0.8544
Epoch 123/500
450/450 [==============================] - 0s 880us/step - loss: 0.3585 - accuracy: 0.8553
Epoch 124/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3568 - accuracy: 0.8579
Epoch 125/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3551 - accuracy: 0.8571
Epoch 126/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3537 - accuracy: 0.8567
Epoch 127/500
450/450 [==============================] - 0s 862us/step - loss: 0.3521 - accuracy: 0.8578
Epoch 128/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3508 - accuracy: 0.8576
Epoch 129/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3499 - accuracy: 0.8587
Epoch 130/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3489 - accuracy: 0.8581
Epoch 131/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3480 - accuracy: 0.8596
Epoch 132/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3462 - accuracy: 0.8607
Epoch 133/500
450/450 [==============================] - 0s 790us/step - loss: 0.3469 - accuracy: 0.8615
Epoch 134/500
450/450 [==============================] - 0s 813us/step - loss: 0.3454 - accuracy: 0.8600
Epoch 135/500
450/450 [==============================] - 0s 882us/step - loss: 0.3448 - accuracy: 0.8603
Epoch 136/500
450/450 [==============================] - 0s 836us/step - loss: 0.3440 - accuracy: 0.8604
Epoch 137/500
450/450 [==============================] - 0s 886us/step - loss: 0.3441 - accuracy: 0.8607
Epoch 138/500
450/450 [==============================] - 0s 864us/step - loss: 0.3437 - accuracy: 0.8604
Epoch 139/500
450/450 [==============================] - 0s 950us/step - loss: 0.3426 - accuracy: 0.8615
Epoch 140/500
450/450 [==============================] - 0s 877us/step - loss: 0.3427 - accuracy: 0.8635
Epoch 141/500
450/450 [==============================] - 0s 742us/step - loss: 0.3417 - accuracy: 0.8610
Epoch 142/500
450/450 [==============================] - 0s 739us/step - loss: 0.3416 - accuracy: 0.8586
Epoch 143/500
450/450 [==============================] - 0s 751us/step - loss: 0.3416 - accuracy: 0.8603
Epoch 144/500
450/450 [==============================] - 0s 971us/step - loss: 0.3415 - accuracy: 0.8600
Epoch 145/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3413 - accuracy: 0.8603
Epoch 146/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3412 - accuracy: 0.8607
Epoch 147/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3408 - accuracy: 0.8610
Epoch 148/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3401 - accuracy: 0.8631
Epoch 149/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3406 - accuracy: 0.8624: 0s - loss: 0.3361 -
Epoch 150/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3394 - accuracy: 0.8600
Epoch 151/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3404 - accuracy: 0.8624
Epoch 152/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3395 - accuracy: 0.8608
Epoch 153/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3397 - accuracy: 0.8629
Epoch 154/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3396 - accuracy: 0.8624
Epoch 155/500
450/450 [==============================] - 0s 961us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 156/500
450/450 [==============================] - 0s 984us/step - loss: 0.3403 - accuracy: 0.8604
Epoch 157/500
450/450 [==============================] - 0s 871us/step - loss: 0.3395 - accuracy: 0.8640
Epoch 158/500
450/450 [==============================] - 0s 867us/step - loss: 0.3391 - accuracy: 0.8647
Epoch 159/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3393 - accuracy: 0.8629
Epoch 160/500
450/450 [==============================] - 0s 914us/step - loss: 0.3396 - accuracy: 0.8614
Epoch 161/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3392 - accuracy: 0.8622
Epoch 162/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3388 - accuracy: 0.8614
Epoch 163/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3393 - accuracy: 0.8643
Epoch 164/500
450/450 [==============================] - 0s 956us/step - loss: 0.3385 - accuracy: 0.8635
Epoch 165/500
450/450 [==============================] - 0s 863us/step - loss: 0.3381 - accuracy: 0.8628
Epoch 166/500
450/450 [==============================] - 0s 802us/step - loss: 0.3381 - accuracy: 0.8639
Epoch 167/500
450/450 [==============================] - 0s 896us/step - loss: 0.3385 - accuracy: 0.8621
Epoch 168/500
450/450 [==============================] - 0s 786us/step - loss: 0.3388 - accuracy: 0.8614
Epoch 169/500
450/450 [==============================] - 0s 790us/step - loss: 0.3386 - accuracy: 0.8619
Epoch 170/500
450/450 [==============================] - 0s 774us/step - loss: 0.3387 - accuracy: 0.8626
Epoch 171/500
450/450 [==============================] - 0s 751us/step - loss: 0.3381 - accuracy: 0.8639
Epoch 172/500
450/450 [==============================] - 0s 763us/step - loss: 0.3382 - accuracy: 0.8608
Epoch 173/500
450/450 [==============================] - 0s 916us/step - loss: 0.3381 - accuracy: 0.8658
Epoch 174/500
450/450 [==============================] - 0s 780us/step - loss: 0.3377 - accuracy: 0.8629
Epoch 175/500
450/450 [==============================] - 0s 929us/step - loss: 0.3383 - accuracy: 0.8633
Epoch 176/500
450/450 [==============================] - 0s 977us/step - loss: 0.3380 - accuracy: 0.8636
Epoch 177/500
450/450 [==============================] - 0s 780us/step - loss: 0.3380 - accuracy: 0.8631
Epoch 178/500
450/450 [==============================] - 0s 975us/step - loss: 0.3377 - accuracy: 0.8653
Epoch 179/500
450/450 [==============================] - 0s 873us/step - loss: 0.3383 - accuracy: 0.8636
Epoch 180/500
450/450 [==============================] - 0s 902us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 181/500
450/450 [==============================] - 0s 861us/step - loss: 0.3378 - accuracy: 0.8644
Epoch 182/500
450/450 [==============================] - 0s 788us/step - loss: 0.3380 - accuracy: 0.8629
Epoch 183/500
450/450 [==============================] - 0s 908us/step - loss: 0.3376 - accuracy: 0.8615
Epoch 184/500
450/450 [==============================] - 0s 840us/step - loss: 0.3381 - accuracy: 0.8622
Epoch 185/500
450/450 [==============================] - 0s 874us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 186/500
450/450 [==============================] - 0s 838us/step - loss: 0.3368 - accuracy: 0.8636
Epoch 187/500
450/450 [==============================] - 0s 881us/step - loss: 0.3378 - accuracy: 0.8612
Epoch 188/500
450/450 [==============================] - 0s 841us/step - loss: 0.3376 - accuracy: 0.8624
Epoch 189/500
450/450 [==============================] - 0s 896us/step - loss: 0.3376 - accuracy: 0.8646
Epoch 190/500
450/450 [==============================] - 0s 848us/step - loss: 0.3368 - accuracy: 0.8636
Epoch 191/500
450/450 [==============================] - 0s 875us/step - loss: 0.3372 - accuracy: 0.8624
Epoch 192/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3372 - accuracy: 0.8644: 0s - loss: 0
Epoch 193/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3378 - accuracy: 0.8628
Epoch 194/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3378 - accuracy: 0.8635
Epoch 195/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3375 - accuracy: 0.8642
Epoch 196/500
450/450 [==============================] - 0s 960us/step - loss: 0.3373 - accuracy: 0.8637
Epoch 197/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3368 - accuracy: 0.8647
Epoch 198/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3374 - accuracy: 0.8636
Epoch 199/500
450/450 [==============================] - 0s 961us/step - loss: 0.3376 - accuracy: 0.8618
Epoch 200/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3374 - accuracy: 0.8639
Epoch 201/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3376 - accuracy: 0.8647
Epoch 202/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3374 - accuracy: 0.8631: 0s - loss: 0.3353 - accu
Epoch 203/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3369 - accuracy: 0.8617
Epoch 204/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3376 - accuracy: 0.8642
Epoch 205/500
450/450 [==============================] - 0s 880us/step - loss: 0.3376 - accuracy: 0.8646
Epoch 206/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3365 - accuracy: 0.8639: 0s - loss:
Epoch 207/500
450/450 [==============================] - 0s 920us/step - loss: 0.3374 - accuracy: 0.8626
Epoch 208/500
450/450 [==============================] - 0s 950us/step - loss: 0.3372 - accuracy: 0.8640
Epoch 209/500
450/450 [==============================] - 0s 950us/step - loss: 0.3373 - accuracy: 0.8642
Epoch 210/500
450/450 [==============================] - 0s 942us/step - loss: 0.3370 - accuracy: 0.8640
Epoch 211/500
450/450 [==============================] - 0s 961us/step - loss: 0.3374 - accuracy: 0.8644
Epoch 212/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3369 - accuracy: 0.8646
Epoch 213/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3376 - accuracy: 0.8632
Epoch 214/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3375 - accuracy: 0.8631
Epoch 215/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3371 - accuracy: 0.8644
Epoch 216/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3377 - accuracy: 0.8657
Epoch 217/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3372 - accuracy: 0.8644
Epoch 218/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3371 - accuracy: 0.8642
Epoch 219/500
450/450 [==============================] - 0s 792us/step - loss: 0.3371 - accuracy: 0.8653
Epoch 220/500
450/450 [==============================] - 0s 756us/step - loss: 0.3368 - accuracy: 0.8644
Epoch 221/500
450/450 [==============================] - 0s 829us/step - loss: 0.3373 - accuracy: 0.8640
Epoch 222/500
450/450 [==============================] - 0s 845us/step - loss: 0.3368 - accuracy: 0.8643
Epoch 223/500
450/450 [==============================] - 0s 805us/step - loss: 0.3371 - accuracy: 0.8639
Epoch 224/500
450/450 [==============================] - 0s 833us/step - loss: 0.3369 - accuracy: 0.8639
Epoch 225/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3365 - accuracy: 0.8644
Epoch 226/500
450/450 [==============================] - 0s 851us/step - loss: 0.3369 - accuracy: 0.8644
Epoch 227/500
450/450 [==============================] - 0s 799us/step - loss: 0.3364 - accuracy: 0.8649
Epoch 228/500
450/450 [==============================] - 0s 872us/step - loss: 0.3372 - accuracy: 0.8636
Epoch 229/500
450/450 [==============================] - 0s 950us/step - loss: 0.3369 - accuracy: 0.8617
Epoch 230/500
450/450 [==============================] - 0s 888us/step - loss: 0.3361 - accuracy: 0.8644
Epoch 231/500
450/450 [==============================] - 0s 807us/step - loss: 0.3361 - accuracy: 0.8637
Epoch 232/500
450/450 [==============================] - 0s 798us/step - loss: 0.3366 - accuracy: 0.8629
Epoch 233/500
450/450 [==============================] - 0s 797us/step - loss: 0.3363 - accuracy: 0.8636
Epoch 234/500
450/450 [==============================] - 0s 825us/step - loss: 0.3367 - accuracy: 0.8657
Epoch 235/500
450/450 [==============================] - 0s 958us/step - loss: 0.3366 - accuracy: 0.8637
Epoch 236/500
450/450 [==============================] - 0s 855us/step - loss: 0.3368 - accuracy: 0.8656
Epoch 237/500
450/450 [==============================] - 0s 887us/step - loss: 0.3370 - accuracy: 0.8637
Epoch 238/500
450/450 [==============================] - 0s 793us/step - loss: 0.3362 - accuracy: 0.8644
Epoch 239/500
450/450 [==============================] - 0s 802us/step - loss: 0.3363 - accuracy: 0.8643
Epoch 240/500
450/450 [==============================] - 0s 825us/step - loss: 0.3371 - accuracy: 0.8651
Epoch 241/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3363 - accuracy: 0.8639
Epoch 242/500
450/450 [==============================] - 0s 837us/step - loss: 0.3364 - accuracy: 0.8643
Epoch 243/500
450/450 [==============================] - 0s 843us/step - loss: 0.3365 - accuracy: 0.8661
Epoch 244/500
450/450 [==============================] - 0s 847us/step - loss: 0.3366 - accuracy: 0.8653
Epoch 245/500
450/450 [==============================] - 0s 831us/step - loss: 0.3366 - accuracy: 0.8643
Epoch 246/500
450/450 [==============================] - 0s 786us/step - loss: 0.3363 - accuracy: 0.8664
Epoch 247/500
450/450 [==============================] - 0s 812us/step - loss: 0.3362 - accuracy: 0.8626
Epoch 248/500
450/450 [==============================] - 0s 790us/step - loss: 0.3367 - accuracy: 0.8642
Epoch 249/500
450/450 [==============================] - 0s 964us/step - loss: 0.3366 - accuracy: 0.8631
Epoch 250/500
450/450 [==============================] - 0s 848us/step - loss: 0.3368 - accuracy: 0.8633
Epoch 251/500
450/450 [==============================] - 0s 804us/step - loss: 0.3349 - accuracy: 0.8660
Epoch 252/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3365 - accuracy: 0.8654
Epoch 253/500
450/450 [==============================] - 0s 950us/step - loss: 0.3366 - accuracy: 0.8629
Epoch 254/500
450/450 [==============================] - 0s 891us/step - loss: 0.3368 - accuracy: 0.8646
Epoch 255/500
450/450 [==============================] - 0s 856us/step - loss: 0.3365 - accuracy: 0.8635
Epoch 256/500
450/450 [==============================] - 0s 832us/step - loss: 0.3363 - accuracy: 0.8633
Epoch 257/500
450/450 [==============================] - 0s 995us/step - loss: 0.3358 - accuracy: 0.8647
Epoch 258/500
450/450 [==============================] - 0s 777us/step - loss: 0.3363 - accuracy: 0.8640
Epoch 259/500
450/450 [==============================] - 0s 824us/step - loss: 0.3362 - accuracy: 0.8660
Epoch 260/500
450/450 [==============================] - 0s 780us/step - loss: 0.3361 - accuracy: 0.8639
Epoch 261/500
450/450 [==============================] - 0s 990us/step - loss: 0.3361 - accuracy: 0.8635
Epoch 262/500
450/450 [==============================] - 0s 780us/step - loss: 0.3363 - accuracy: 0.8647
Epoch 263/500
450/450 [==============================] - 0s 803us/step - loss: 0.3370 - accuracy: 0.8631
Epoch 264/500
450/450 [==============================] - 0s 757us/step - loss: 0.3361 - accuracy: 0.8636
Epoch 265/500
450/450 [==============================] - 0s 934us/step - loss: 0.3368 - accuracy: 0.8647
Epoch 266/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3367 - accuracy: 0.8642
Epoch 267/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8649
Epoch 268/500
450/450 [==============================] - 0s 934us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 269/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3365 - accuracy: 0.8631
Epoch 270/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3369 - accuracy: 0.8637: 0s - loss: 0.343
Epoch 271/500
450/450 [==============================] - 0s 929us/step - loss: 0.3366 - accuracy: 0.8619
Epoch 272/500
450/450 [==============================] - 0s 799us/step - loss: 0.3364 - accuracy: 0.8636
Epoch 273/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3356 - accuracy: 0.8626: 0s - loss: 0.3429 - accu
Epoch 274/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3365 - accuracy: 0.8642
Epoch 275/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3364 - accuracy: 0.8642
Epoch 276/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3360 - accuracy: 0.8656
Epoch 277/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8640
Epoch 278/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3361 - accuracy: 0.8635
Epoch 279/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3366 - accuracy: 0.8631
Epoch 280/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3341 - accuracy: 0.8658
Epoch 281/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3353 - accuracy: 0.8611
Epoch 282/500
450/450 [==============================] - 2s 4ms/step - loss: 0.3356 - accuracy: 0.8636: 0s - loss: 0.3381 - accuracy: 0.
Epoch 283/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3358 - accuracy: 0.8649
Epoch 284/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3366 - accuracy: 0.8647
Epoch 285/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3364 - accuracy: 0.8610
Epoch 286/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3359 - accuracy: 0.8647: 0s - loss: 0.3
Epoch 287/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3366 - accuracy: 0.8635: 0s - loss: 0.3380 - accuracy
Epoch 288/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3358 - accuracy: 0.8665
Epoch 289/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3364 - accuracy: 0.8640
Epoch 290/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3360 - accuracy: 0.8654
Epoch 291/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3364 - accuracy: 0.8646
Epoch 292/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3362 - accuracy: 0.8622
Epoch 293/500
450/450 [==============================] - 2s 4ms/step - loss: 0.3360 - accuracy: 0.8653
Epoch 294/500
450/450 [==============================] - 2s 5ms/step - loss: 0.3360 - accuracy: 0.8646
Epoch 295/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3361 - accuracy: 0.8631
Epoch 296/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3358 - accuracy: 0.8632
Epoch 297/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3360 - accuracy: 0.8631
Epoch 298/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3360 - accuracy: 0.8651
Epoch 299/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3361 - accuracy: 0.8658
Epoch 300/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3361 - accuracy: 0.8644
Epoch 301/500
450/450 [==============================] - 0s 959us/step - loss: 0.3356 - accuracy: 0.8647
Epoch 302/500
450/450 [==============================] - 0s 887us/step - loss: 0.3356 - accuracy: 0.8637
Epoch 303/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3359 - accuracy: 0.8636
Epoch 304/500
450/450 [==============================] - 0s 847us/step - loss: 0.3355 - accuracy: 0.8650
Epoch 305/500
450/450 [==============================] - 0s 870us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 306/500
450/450 [==============================] - 0s 842us/step - loss: 0.3357 - accuracy: 0.8643
Epoch 307/500
450/450 [==============================] - 0s 784us/step - loss: 0.3354 - accuracy: 0.8653
Epoch 308/500
450/450 [==============================] - 0s 820us/step - loss: 0.3357 - accuracy: 0.8635
Epoch 309/500
450/450 [==============================] - 0s 771us/step - loss: 0.3356 - accuracy: 0.8633
Epoch 310/500
450/450 [==============================] - 0s 821us/step - loss: 0.3360 - accuracy: 0.8633
Epoch 311/500
450/450 [==============================] - 0s 798us/step - loss: 0.3347 - accuracy: 0.8631
Epoch 312/500
450/450 [==============================] - 0s 815us/step - loss: 0.3365 - accuracy: 0.8635
Epoch 313/500
450/450 [==============================] - 0s 822us/step - loss: 0.3360 - accuracy: 0.8647
Epoch 314/500
450/450 [==============================] - 0s 828us/step - loss: 0.3355 - accuracy: 0.8650
Epoch 315/500
450/450 [==============================] - 0s 809us/step - loss: 0.3360 - accuracy: 0.8646
Epoch 316/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3359 - accuracy: 0.8642
Epoch 317/500
450/450 [==============================] - 0s 812us/step - loss: 0.3352 - accuracy: 0.8639
Epoch 318/500
450/450 [==============================] - 0s 919us/step - loss: 0.3356 - accuracy: 0.8635
Epoch 319/500
450/450 [==============================] - 0s 821us/step - loss: 0.3354 - accuracy: 0.8656
Epoch 320/500
450/450 [==============================] - 0s 834us/step - loss: 0.3350 - accuracy: 0.8642
Epoch 321/500
450/450 [==============================] - 0s 809us/step - loss: 0.3355 - accuracy: 0.8628
Epoch 322/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8644
Epoch 323/500
450/450 [==============================] - 0s 955us/step - loss: 0.3360 - accuracy: 0.8632
Epoch 324/500
450/450 [==============================] - 0s 837us/step - loss: 0.3349 - accuracy: 0.8669
Epoch 325/500
450/450 [==============================] - 0s 785us/step - loss: 0.3354 - accuracy: 0.8646
Epoch 326/500
450/450 [==============================] - 0s 788us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 327/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8644
Epoch 328/500
450/450 [==============================] - 0s 795us/step - loss: 0.3354 - accuracy: 0.8646
Epoch 329/500
450/450 [==============================] - 0s 819us/step - loss: 0.3353 - accuracy: 0.8628
Epoch 330/500
450/450 [==============================] - 0s 837us/step - loss: 0.3357 - accuracy: 0.8650
Epoch 331/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8642
Epoch 332/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3352 - accuracy: 0.8650
Epoch 333/500
450/450 [==============================] - 0s 778us/step - loss: 0.3358 - accuracy: 0.8618
Epoch 334/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3356 - accuracy: 0.8626
Epoch 335/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3352 - accuracy: 0.8643: 0s - loss: 0.3
Epoch 336/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3356 - accuracy: 0.8633: 1s
Epoch 337/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3359 - accuracy: 0.8636
Epoch 338/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8647
Epoch 339/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3355 - accuracy: 0.8635
Epoch 340/500
450/450 [==============================] - 0s 983us/step - loss: 0.3352 - accuracy: 0.8646
Epoch 341/500
450/450 [==============================] - 0s 940us/step - loss: 0.3356 - accuracy: 0.8650
Epoch 342/500
450/450 [==============================] - 0s 940us/step - loss: 0.3361 - accuracy: 0.8642
Epoch 343/500
450/450 [==============================] - 0s 947us/step - loss: 0.3357 - accuracy: 0.8656
Epoch 344/500
450/450 [==============================] - 0s 962us/step - loss: 0.3357 - accuracy: 0.8643
Epoch 345/500
450/450 [==============================] - 0s 933us/step - loss: 0.3353 - accuracy: 0.8658
Epoch 346/500
450/450 [==============================] - 0s 945us/step - loss: 0.3351 - accuracy: 0.8615
Epoch 347/500
450/450 [==============================] - 0s 932us/step - loss: 0.3353 - accuracy: 0.8632
Epoch 348/500
450/450 [==============================] - 0s 985us/step - loss: 0.3349 - accuracy: 0.8644
Epoch 349/500
450/450 [==============================] - 0s 944us/step - loss: 0.3357 - accuracy: 0.8635
Epoch 350/500
450/450 [==============================] - 0s 910us/step - loss: 0.3356 - accuracy: 0.8622
Epoch 351/500
450/450 [==============================] - 0s 947us/step - loss: 0.3357 - accuracy: 0.8656
Epoch 352/500
450/450 [==============================] - 0s 932us/step - loss: 0.3352 - accuracy: 0.8646
Epoch 353/500
450/450 [==============================] - 0s 993us/step - loss: 0.3355 - accuracy: 0.8650
Epoch 354/500
450/450 [==============================] - 0s 918us/step - loss: 0.3350 - accuracy: 0.8639
Epoch 355/500
450/450 [==============================] - 0s 995us/step - loss: 0.3356 - accuracy: 0.8636
Epoch 356/500
450/450 [==============================] - 0s 954us/step - loss: 0.3354 - accuracy: 0.8651
Epoch 357/500
450/450 [==============================] - 0s 973us/step - loss: 0.3356 - accuracy: 0.8651
Epoch 358/500
450/450 [==============================] - 0s 982us/step - loss: 0.3354 - accuracy: 0.8633
Epoch 359/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8631
Epoch 360/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8646
Epoch 361/500
450/450 [==============================] - 0s 984us/step - loss: 0.3354 - accuracy: 0.8649
Epoch 362/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3352 - accuracy: 0.8656
Epoch 363/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8643
Epoch 364/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8649
Epoch 365/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8642
Epoch 366/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8629
Epoch 367/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3359 - accuracy: 0.8632
Epoch 368/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3344 - accuracy: 0.8665: 0s - loss: 0.3395 - accuracy
Epoch 369/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3353 - accuracy: 0.8635
Epoch 370/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3353 - accuracy: 0.8644
Epoch 371/500
450/450 [==============================] - 2s 5ms/step - loss: 0.3357 - accuracy: 0.8635
Epoch 372/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3348 - accuracy: 0.8640
Epoch 373/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3353 - accuracy: 0.8644
Epoch 374/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3351 - accuracy: 0.8626
Epoch 375/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3355 - accuracy: 0.8626
Epoch 376/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3356 - accuracy: 0.8657
Epoch 377/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3357 - accuracy: 0.8637
Epoch 378/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3359 - accuracy: 0.8637
Epoch 379/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3351 - accuracy: 0.8621
Epoch 380/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3356 - accuracy: 0.8631
Epoch 381/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3356 - accuracy: 0.8642
Epoch 382/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3348 - accuracy: 0.8637
Epoch 383/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8632: 0s - loss: 0.3304 - accura
Epoch 384/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3352 - accuracy: 0.8621
Epoch 385/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3355 - accuracy: 0.8631
Epoch 386/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8619
Epoch 387/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8639
Epoch 388/500
450/450 [==============================] - 0s 979us/step - loss: 0.3357 - accuracy: 0.8635
Epoch 389/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3351 - accuracy: 0.8626
Epoch 390/500
450/450 [==============================] - 0s 978us/step - loss: 0.3357 - accuracy: 0.8647
Epoch 391/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3349 - accuracy: 0.8629
Epoch 392/500
450/450 [==============================] - 0s 982us/step - loss: 0.3360 - accuracy: 0.8640
Epoch 393/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3355 - accuracy: 0.8636
Epoch 394/500
450/450 [==============================] - 0s 994us/step - loss: 0.3355 - accuracy: 0.8628
Epoch 395/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8631
Epoch 396/500
450/450 [==============================] - 0s 961us/step - loss: 0.3348 - accuracy: 0.8646
Epoch 397/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8643
Epoch 398/500
450/450 [==============================] - 0s 964us/step - loss: 0.3350 - accuracy: 0.8661
Epoch 399/500
450/450 [==============================] - 0s 983us/step - loss: 0.3356 - accuracy: 0.8624
Epoch 400/500
450/450 [==============================] - 0s 930us/step - loss: 0.3355 - accuracy: 0.8631
Epoch 401/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3354 - accuracy: 0.8631
Epoch 402/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3358 - accuracy: 0.8643
Epoch 403/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8644
Epoch 404/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8625
Epoch 405/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3356 - accuracy: 0.8629
Epoch 406/500
450/450 [==============================] - 0s 931us/step - loss: 0.3347 - accuracy: 0.8651
Epoch 407/500
450/450 [==============================] - 0s 843us/step - loss: 0.3346 - accuracy: 0.8646
Epoch 408/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3357 - accuracy: 0.8660
Epoch 409/500
450/450 [==============================] - 0s 872us/step - loss: 0.3352 - accuracy: 0.8628
Epoch 410/500
450/450 [==============================] - 0s 954us/step - loss: 0.3354 - accuracy: 0.8642
Epoch 411/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3351 - accuracy: 0.8644
Epoch 412/500
450/450 [==============================] - 0s 888us/step - loss: 0.3356 - accuracy: 0.8660
Epoch 413/500
450/450 [==============================] - 0s 829us/step - loss: 0.3351 - accuracy: 0.8635
Epoch 414/500
450/450 [==============================] - 0s 844us/step - loss: 0.3355 - accuracy: 0.8637
Epoch 415/500
450/450 [==============================] - 0s 829us/step - loss: 0.3353 - accuracy: 0.8653
Epoch 416/500
450/450 [==============================] - 0s 811us/step - loss: 0.3353 - accuracy: 0.8650
Epoch 417/500
450/450 [==============================] - 0s 822us/step - loss: 0.3355 - accuracy: 0.8633
Epoch 418/500
450/450 [==============================] - 0s 814us/step - loss: 0.3348 - accuracy: 0.8640
Epoch 419/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3352 - accuracy: 0.8632
Epoch 420/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3349 - accuracy: 0.8671
Epoch 421/500
450/450 [==============================] - 0s 827us/step - loss: 0.3351 - accuracy: 0.8607
Epoch 422/500
450/450 [==============================] - 0s 856us/step - loss: 0.3356 - accuracy: 0.8642
Epoch 423/500
450/450 [==============================] - 0s 796us/step - loss: 0.3350 - accuracy: 0.8644
Epoch 424/500
450/450 [==============================] - 0s 826us/step - loss: 0.3354 - accuracy: 0.8629
Epoch 425/500
450/450 [==============================] - 0s 836us/step - loss: 0.3356 - accuracy: 0.8629
Epoch 426/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3357 - accuracy: 0.8628
Epoch 427/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3351 - accuracy: 0.8643
Epoch 428/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3354 - accuracy: 0.8649: 0s - loss: 0.3268 - accu
Epoch 429/500
450/450 [==============================] - 0s 823us/step - loss: 0.3352 - accuracy: 0.8625
Epoch 430/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3353 - accuracy: 0.8635
Epoch 431/500
450/450 [==============================] - 0s 817us/step - loss: 0.3352 - accuracy: 0.8643
Epoch 432/500
450/450 [==============================] - 0s 840us/step - loss: 0.3346 - accuracy: 0.8639
Epoch 433/500
450/450 [==============================] - 0s 817us/step - loss: 0.3356 - accuracy: 0.8658
Epoch 434/500
450/450 [==============================] - 0s 818us/step - loss: 0.3354 - accuracy: 0.8642
Epoch 435/500
450/450 [==============================] - 0s 810us/step - loss: 0.3352 - accuracy: 0.8656
Epoch 436/500
450/450 [==============================] - 0s 807us/step - loss: 0.3350 - accuracy: 0.8640
Epoch 437/500
450/450 [==============================] - 0s 792us/step - loss: 0.3352 - accuracy: 0.86250s - loss: 0.3315 - accuracy:
Epoch 438/500
450/450 [==============================] - 0s 799us/step - loss: 0.3347 - accuracy: 0.8629
Epoch 439/500
450/450 [==============================] - 0s 791us/step - loss: 0.3352 - accuracy: 0.8646
Epoch 440/500
450/450 [==============================] - 0s 799us/step - loss: 0.3349 - accuracy: 0.8606
Epoch 441/500
450/450 [==============================] - 0s 850us/step - loss: 0.3350 - accuracy: 0.8646
Epoch 442/500
450/450 [==============================] - 0s 871us/step - loss: 0.3349 - accuracy: 0.8643
Epoch 443/500
450/450 [==============================] - 0s 804us/step - loss: 0.3355 - accuracy: 0.8647
Epoch 444/500
450/450 [==============================] - 0s 825us/step - loss: 0.3350 - accuracy: 0.8653
Epoch 445/500
450/450 [==============================] - 0s 794us/step - loss: 0.3354 - accuracy: 0.8625
Epoch 446/500
450/450 [==============================] - 0s 811us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 447/500
450/450 [==============================] - 0s 800us/step - loss: 0.3354 - accuracy: 0.8632
Epoch 448/500
450/450 [==============================] - 0s 861us/step - loss: 0.3352 - accuracy: 0.8632
Epoch 449/500
450/450 [==============================] - 0s 816us/step - loss: 0.3351 - accuracy: 0.8650
Epoch 450/500
450/450 [==============================] - 0s 800us/step - loss: 0.3353 - accuracy: 0.8633
Epoch 451/500
450/450 [==============================] - 0s 798us/step - loss: 0.3349 - accuracy: 0.8636
Epoch 452/500
450/450 [==============================] - 0s 806us/step - loss: 0.3355 - accuracy: 0.8647
Epoch 453/500
450/450 [==============================] - 0s 797us/step - loss: 0.3350 - accuracy: 0.8640
Epoch 454/500
450/450 [==============================] - 0s 868us/step - loss: 0.3352 - accuracy: 0.8639
Epoch 455/500
450/450 [==============================] - 0s 976us/step - loss: 0.3349 - accuracy: 0.8632
Epoch 456/500
450/450 [==============================] - 0s 938us/step - loss: 0.3352 - accuracy: 0.8642
Epoch 457/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3346 - accuracy: 0.8642
Epoch 458/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3352 - accuracy: 0.8642
Epoch 459/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3350 - accuracy: 0.8644
Epoch 460/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3346 - accuracy: 0.8651
Epoch 461/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3350 - accuracy: 0.8625
Epoch 462/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3352 - accuracy: 0.8643
Epoch 463/500
450/450 [==============================] - 0s 851us/step - loss: 0.3351 - accuracy: 0.8628
Epoch 464/500
450/450 [==============================] - 0s 826us/step - loss: 0.3348 - accuracy: 0.8644
Epoch 465/500
450/450 [==============================] - 0s 807us/step - loss: 0.3348 - accuracy: 0.8635
Epoch 466/500
450/450 [==============================] - 0s 822us/step - loss: 0.3339 - accuracy: 0.8636
Epoch 467/500
450/450 [==============================] - 0s 787us/step - loss: 0.3351 - accuracy: 0.8637
Epoch 468/500
450/450 [==============================] - 0s 800us/step - loss: 0.3348 - accuracy: 0.8626
Epoch 469/500
450/450 [==============================] - 0s 809us/step - loss: 0.3347 - accuracy: 0.8650
Epoch 470/500
450/450 [==============================] - 0s 785us/step - loss: 0.3356 - accuracy: 0.8632
Epoch 471/500
450/450 [==============================] - 0s 809us/step - loss: 0.3348 - accuracy: 0.8643
Epoch 472/500
450/450 [==============================] - 0s 799us/step - loss: 0.3346 - accuracy: 0.8662
Epoch 473/500
450/450 [==============================] - 0s 781us/step - loss: 0.3355 - accuracy: 0.8639
Epoch 474/500
450/450 [==============================] - 0s 812us/step - loss: 0.3344 - accuracy: 0.8642
Epoch 475/500
450/450 [==============================] - 0s 795us/step - loss: 0.3353 - accuracy: 0.8639
Epoch 476/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8639
Epoch 477/500
450/450 [==============================] - 0s 799us/step - loss: 0.3347 - accuracy: 0.8618
Epoch 478/500
450/450 [==============================] - 0s 845us/step - loss: 0.3352 - accuracy: 0.8642
Epoch 479/500
450/450 [==============================] - 0s 817us/step - loss: 0.3349 - accuracy: 0.8647
Epoch 480/500
450/450 [==============================] - 0s 783us/step - loss: 0.3351 - accuracy: 0.8626
Epoch 481/500
450/450 [==============================] - 0s 800us/step - loss: 0.3344 - accuracy: 0.8615
Epoch 482/500
450/450 [==============================] - 0s 816us/step - loss: 0.3349 - accuracy: 0.8640
Epoch 483/500
450/450 [==============================] - 0s 799us/step - loss: 0.3348 - accuracy: 0.8633
Epoch 484/500
450/450 [==============================] - 0s 808us/step - loss: 0.3349 - accuracy: 0.8647
Epoch 485/500
450/450 [==============================] - 0s 799us/step - loss: 0.3350 - accuracy: 0.8640
Epoch 486/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3353 - accuracy: 0.8642
Epoch 487/500
450/450 [==============================] - 0s 935us/step - loss: 0.3351 - accuracy: 0.8646
Epoch 488/500
450/450 [==============================] - 0s 838us/step - loss: 0.3348 - accuracy: 0.8658
Epoch 489/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8632
Epoch 490/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3346 - accuracy: 0.8662
Epoch 491/500
450/450 [==============================] - 0s 882us/step - loss: 0.3350 - accuracy: 0.8636
Epoch 492/500
450/450 [==============================] - 0s 832us/step - loss: 0.3349 - accuracy: 0.8625
Epoch 493/500
450/450 [==============================] - 0s 824us/step - loss: 0.3343 - accuracy: 0.8640
Epoch 494/500
450/450 [==============================] - 0s 818us/step - loss: 0.3352 - accuracy: 0.8636
Epoch 495/500
450/450 [==============================] - 0s 842us/step - loss: 0.3347 - accuracy: 0.8632
Epoch 496/500
450/450 [==============================] - 0s 897us/step - loss: 0.3352 - accuracy: 0.8642
Epoch 497/500
450/450 [==============================] - 0s 830us/step - loss: 0.3344 - accuracy: 0.8633
Epoch 498/500
450/450 [==============================] - 0s 799us/step - loss: 0.3351 - accuracy: 0.8633
Epoch 499/500
450/450 [==============================] - 0s 806us/step - loss: 0.3352 - accuracy: 0.8640
Epoch 500/500
450/450 [==============================] - 0s 796us/step - loss: 0.3350 - accuracy: 0.8653
Epoch 1/500
450/450 [==============================] - 0s 790us/step - loss: 0.5844 - accuracy: 0.7985
Epoch 2/500
450/450 [==============================] - 0s 987us/step - loss: 0.5158 - accuracy: 0.7985
Epoch 3/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5051 - accuracy: 0.7985
Epoch 4/500
450/450 [==============================] - 0s 805us/step - loss: 0.5031 - accuracy: 0.7985
Epoch 5/500
450/450 [==============================] - 0s 843us/step - loss: 0.5027 - accuracy: 0.7985
Epoch 6/500
450/450 [==============================] - 0s 827us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 7/500
450/450 [==============================] - 0s 975us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 8/500
450/450 [==============================] - 0s 839us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 9/500
450/450 [==============================] - 0s 916us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 10/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5025 - accuracy: 0.7985: 0s - loss: 0.5030 - accuracy:
Epoch 11/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 12/500
450/450 [==============================] - 1s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 13/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5024 - accuracy: 0.7985
Epoch 14/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5024 - accuracy: 0.7985
Epoch 15/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5024 - accuracy: 0.7985
Epoch 16/500
450/450 [==============================] - 0s 844us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 17/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7985
Epoch 18/500
450/450 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7985
Epoch 19/500
450/450 [==============================] - 0s 972us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 20/500
450/450 [==============================] - 1s 2ms/step - loss: 0.5021 - accuracy: 0.7985: 0s - loss: 0.5
Epoch 21/500
450/450 [==============================] - 0s 822us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 22/500
450/450 [==============================] - 0s 859us/step - loss: 0.5019 - accuracy: 0.7985
Epoch 23/500
450/450 [==============================] - 0s 804us/step - loss: 0.5017 - accuracy: 0.7985
Epoch 24/500
450/450 [==============================] - 0s 811us/step - loss: 0.5014 - accuracy: 0.7985
Epoch 25/500
450/450 [==============================] - 0s 822us/step - loss: 0.5011 - accuracy: 0.7985
Epoch 26/500
450/450 [==============================] - 0s 793us/step - loss: 0.5005 - accuracy: 0.7985
Epoch 27/500
450/450 [==============================] - 0s 813us/step - loss: 0.4997 - accuracy: 0.7985
Epoch 28/500
450/450 [==============================] - 0s 786us/step - loss: 0.4984 - accuracy: 0.7985
Epoch 29/500
450/450 [==============================] - 0s 799us/step - loss: 0.4964 - accuracy: 0.7985
Epoch 30/500
450/450 [==============================] - 0s 810us/step - loss: 0.4930 - accuracy: 0.7985
Epoch 31/500
450/450 [==============================] - 0s 780us/step - loss: 0.4874 - accuracy: 0.7985
Epoch 32/500
450/450 [==============================] - 0s 845us/step - loss: 0.4781 - accuracy: 0.7985
Epoch 33/500
450/450 [==============================] - 0s 956us/step - loss: 0.4642 - accuracy: 0.7985
Epoch 34/500
450/450 [==============================] - 0s 853us/step - loss: 0.4478 - accuracy: 0.7985
Epoch 35/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7985
Epoch 36/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4291 - accuracy: 0.8024
Epoch 37/500
450/450 [==============================] - 0s 848us/step - loss: 0.4263 - accuracy: 0.8050
Epoch 38/500
450/450 [==============================] - 0s 821us/step - loss: 0.4242 - accuracy: 0.8115
Epoch 39/500
450/450 [==============================] - 0s 801us/step - loss: 0.4228 - accuracy: 0.8157
Epoch 40/500
450/450 [==============================] - 0s 844us/step - loss: 0.4208 - accuracy: 0.8219
Epoch 41/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4190 - accuracy: 0.8244
Epoch 42/500
450/450 [==============================] - 0s 777us/step - loss: 0.4173 - accuracy: 0.8271
Epoch 43/500
450/450 [==============================] - 0s 776us/step - loss: 0.4158 - accuracy: 0.8299
Epoch 44/500
450/450 [==============================] - 0s 807us/step - loss: 0.4145 - accuracy: 0.8300
Epoch 45/500
450/450 [==============================] - 0s 772us/step - loss: 0.4133 - accuracy: 0.8324
Epoch 46/500
450/450 [==============================] - 0s 804us/step - loss: 0.4121 - accuracy: 0.8331
Epoch 47/500
450/450 [==============================] - 0s 795us/step - loss: 0.4110 - accuracy: 0.8332
Epoch 48/500
450/450 [==============================] - 0s 892us/step - loss: 0.4095 - accuracy: 0.8325
Epoch 49/500
450/450 [==============================] - 0s 775us/step - loss: 0.4090 - accuracy: 0.8344
Epoch 50/500
450/450 [==============================] - 0s 794us/step - loss: 0.4080 - accuracy: 0.8347
Epoch 51/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4074 - accuracy: 0.8346
Epoch 52/500
450/450 [==============================] - 0s 935us/step - loss: 0.4066 - accuracy: 0.8335
Epoch 53/500
450/450 [==============================] - 0s 810us/step - loss: 0.4061 - accuracy: 0.8342
Epoch 54/500
450/450 [==============================] - 0s 802us/step - loss: 0.4055 - accuracy: 0.8356
Epoch 55/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4051 - accuracy: 0.8358
Epoch 56/500
450/450 [==============================] - 0s 797us/step - loss: 0.4044 - accuracy: 0.83460s - loss: 0.4047 - accuracy: 0.
Epoch 57/500
450/450 [==============================] - 1s 2ms/step - loss: 0.4041 - accuracy: 0.8349
Epoch 58/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4038 - accuracy: 0.8343
Epoch 59/500
450/450 [==============================] - 1s 1ms/step - loss: 0.4031 - accuracy: 0.8326
Epoch 60/500
450/450 [==============================] - 1s 3ms/step - loss: 0.4028 - accuracy: 0.8353
Epoch 61/500
450/450 [==============================] - 1s 3ms/step - loss: 0.4028 - accuracy: 0.8346: 0s - l
Epoch 62/500
450/450 [==============================] - 0s 983us/step - loss: 0.4026 - accuracy: 0.8350
Epoch 63/500
450/450 [==============================] - 0s 1ms/step - loss: 0.4019 - accuracy: 0.8343
Epoch 64/500
450/450 [==============================] - 0s 824us/step - loss: 0.4022 - accuracy: 0.8332
Epoch 65/500
450/450 [==============================] - 0s 818us/step - loss: 0.4016 - accuracy: 0.8351
Epoch 66/500
450/450 [==============================] - 0s 792us/step - loss: 0.4012 - accuracy: 0.8358
Epoch 67/500
450/450 [==============================] - 0s 824us/step - loss: 0.4011 - accuracy: 0.8349
Epoch 68/500
450/450 [==============================] - 0s 823us/step - loss: 0.4013 - accuracy: 0.8347
Epoch 69/500
450/450 [==============================] - 0s 790us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 70/500
450/450 [==============================] - 0s 784us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 71/500
450/450 [==============================] - 0s 785us/step - loss: 0.4007 - accuracy: 0.83470s - loss: 0.3949 - accuracy
Epoch 72/500
450/450 [==============================] - 0s 789us/step - loss: 0.4001 - accuracy: 0.8350
Epoch 73/500
450/450 [==============================] - 0s 838us/step - loss: 0.3997 - accuracy: 0.8335
Epoch 74/500
450/450 [==============================] - 0s 802us/step - loss: 0.3995 - accuracy: 0.8354
Epoch 75/500
450/450 [==============================] - 0s 791us/step - loss: 0.3989 - accuracy: 0.8357
Epoch 76/500
450/450 [==============================] - 0s 828us/step - loss: 0.3989 - accuracy: 0.8358
Epoch 77/500
450/450 [==============================] - 0s 779us/step - loss: 0.3985 - accuracy: 0.8346
Epoch 78/500
450/450 [==============================] - 0s 823us/step - loss: 0.3979 - accuracy: 0.8344
Epoch 79/500
450/450 [==============================] - 0s 788us/step - loss: 0.3980 - accuracy: 0.8339
Epoch 80/500
450/450 [==============================] - 0s 779us/step - loss: 0.3974 - accuracy: 0.8356
Epoch 81/500
450/450 [==============================] - 0s 805us/step - loss: 0.3962 - accuracy: 0.8367
Epoch 82/500
450/450 [==============================] - 0s 812us/step - loss: 0.3959 - accuracy: 0.8367
Epoch 83/500
450/450 [==============================] - 0s 808us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 84/500
450/450 [==============================] - 0s 929us/step - loss: 0.3923 - accuracy: 0.8361
Epoch 85/500
450/450 [==============================] - 0s 775us/step - loss: 0.3889 - accuracy: 0.8410
Epoch 86/500
450/450 [==============================] - 0s 813us/step - loss: 0.3836 - accuracy: 0.8413
Epoch 87/500
450/450 [==============================] - 0s 823us/step - loss: 0.3770 - accuracy: 0.8461
Epoch 88/500
450/450 [==============================] - 0s 787us/step - loss: 0.3686 - accuracy: 0.8515
Epoch 89/500
450/450 [==============================] - 0s 820us/step - loss: 0.3578 - accuracy: 0.8544
Epoch 90/500
450/450 [==============================] - 0s 811us/step - loss: 0.3499 - accuracy: 0.8568
Epoch 91/500
450/450 [==============================] - 0s 777us/step - loss: 0.3457 - accuracy: 0.8601
Epoch 92/500
450/450 [==============================] - 0s 800us/step - loss: 0.3429 - accuracy: 0.8606
Epoch 93/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3412 - accuracy: 0.8618
Epoch 94/500
450/450 [==============================] - 0s 942us/step - loss: 0.3407 - accuracy: 0.8607
Epoch 95/500
450/450 [==============================] - 0s 861us/step - loss: 0.3396 - accuracy: 0.8628
Epoch 96/500
450/450 [==============================] - 0s 799us/step - loss: 0.3390 - accuracy: 0.8637
Epoch 97/500
450/450 [==============================] - 0s 793us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 98/500
450/450 [==============================] - 0s 782us/step - loss: 0.3384 - accuracy: 0.8642
Epoch 99/500
450/450 [==============================] - 0s 797us/step - loss: 0.3385 - accuracy: 0.8635
Epoch 100/500
450/450 [==============================] - 0s 832us/step - loss: 0.3381 - accuracy: 0.8626
Epoch 101/500
450/450 [==============================] - 0s 778us/step - loss: 0.3376 - accuracy: 0.8624
Epoch 102/500
450/450 [==============================] - 0s 817us/step - loss: 0.3372 - accuracy: 0.8640
Epoch 103/500
450/450 [==============================] - 0s 785us/step - loss: 0.3374 - accuracy: 0.8618
Epoch 104/500
450/450 [==============================] - 0s 771us/step - loss: 0.3371 - accuracy: 0.8611
Epoch 105/500
450/450 [==============================] - 0s 924us/step - loss: 0.3366 - accuracy: 0.8650
Epoch 106/500
450/450 [==============================] - 0s 805us/step - loss: 0.3368 - accuracy: 0.8615
Epoch 107/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3370 - accuracy: 0.8632
Epoch 108/500
450/450 [==============================] - 0s 841us/step - loss: 0.3365 - accuracy: 0.8640
Epoch 109/500
450/450 [==============================] - 0s 900us/step - loss: 0.3365 - accuracy: 0.8621
Epoch 110/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3360 - accuracy: 0.8606
Epoch 111/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3354 - accuracy: 0.8643
Epoch 112/500
450/450 [==============================] - 2s 4ms/step - loss: 0.3348 - accuracy: 0.8622
Epoch 113/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3355 - accuracy: 0.8637
Epoch 114/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8636
Epoch 115/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3349 - accuracy: 0.8646
Epoch 116/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3348 - accuracy: 0.8633
Epoch 117/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3343 - accuracy: 0.8624
Epoch 118/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3342 - accuracy: 0.8621
Epoch 119/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3344 - accuracy: 0.8631
Epoch 120/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3341 - accuracy: 0.8621
Epoch 121/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3339 - accuracy: 0.8615
Epoch 122/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3340 - accuracy: 0.8633
Epoch 123/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3341 - accuracy: 0.8626
Epoch 124/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3336 - accuracy: 0.8626
Epoch 125/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3336 - accuracy: 0.8625
Epoch 126/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3335 - accuracy: 0.8635
Epoch 127/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3338 - accuracy: 0.8636
Epoch 128/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3339 - accuracy: 0.8629
Epoch 129/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3329 - accuracy: 0.8629
Epoch 130/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3337 - accuracy: 0.8642
Epoch 131/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3324 - accuracy: 0.8607
Epoch 132/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3326 - accuracy: 0.8612
Epoch 133/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3326 - accuracy: 0.8618
Epoch 134/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3325 - accuracy: 0.8635: 0s - loss: 0.3
Epoch 135/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3322 - accuracy: 0.8629
Epoch 136/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3319 - accuracy: 0.8642
Epoch 137/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3320 - accuracy: 0.8643
Epoch 138/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3321 - accuracy: 0.8617
Epoch 139/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3313 - accuracy: 0.8626
Epoch 140/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3314 - accuracy: 0.8610
Epoch 141/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3320 - accuracy: 0.8633: 0s - loss: 0.3338 - accura
Epoch 142/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3315 - accuracy: 0.8644
Epoch 143/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3315 - accuracy: 0.8624
Epoch 144/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3318 - accuracy: 0.8629
Epoch 145/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3309 - accuracy: 0.8622
Epoch 146/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8657
Epoch 147/500
450/450 [==============================] - 0s 964us/step - loss: 0.3316 - accuracy: 0.8631
Epoch 148/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3311 - accuracy: 0.8640
Epoch 149/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3306 - accuracy: 0.8643
Epoch 150/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3300 - accuracy: 0.8644
Epoch 151/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3301 - accuracy: 0.8650
Epoch 152/500
450/450 [==============================] - 0s 869us/step - loss: 0.3309 - accuracy: 0.8633
Epoch 153/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3299 - accuracy: 0.8614
Epoch 154/500
450/450 [==============================] - 0s 921us/step - loss: 0.3307 - accuracy: 0.8632
Epoch 155/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3302 - accuracy: 0.8629
Epoch 156/500
450/450 [==============================] - 0s 797us/step - loss: 0.3298 - accuracy: 0.8647
Epoch 157/500
450/450 [==============================] - 0s 800us/step - loss: 0.3303 - accuracy: 0.8637
Epoch 158/500
450/450 [==============================] - 0s 783us/step - loss: 0.3306 - accuracy: 0.8631
Epoch 159/500
450/450 [==============================] - 0s 753us/step - loss: 0.3300 - accuracy: 0.8642
Epoch 160/500
450/450 [==============================] - 0s 744us/step - loss: 0.3304 - accuracy: 0.8639
Epoch 161/500
450/450 [==============================] - 0s 801us/step - loss: 0.3299 - accuracy: 0.8635
Epoch 162/500
450/450 [==============================] - 0s 752us/step - loss: 0.3303 - accuracy: 0.8642
Epoch 163/500
450/450 [==============================] - 0s 767us/step - loss: 0.3296 - accuracy: 0.8622
Epoch 164/500
450/450 [==============================] - 0s 761us/step - loss: 0.3307 - accuracy: 0.8650
Epoch 165/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3295 - accuracy: 0.8635
Epoch 166/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3304 - accuracy: 0.8637: 0s - loss: 0.3295 - accuracy
Epoch 167/500
450/450 [==============================] - 0s 833us/step - loss: 0.3300 - accuracy: 0.8651
Epoch 168/500
450/450 [==============================] - 0s 773us/step - loss: 0.3299 - accuracy: 0.8637
Epoch 169/500
450/450 [==============================] - 0s 861us/step - loss: 0.3299 - accuracy: 0.8639
Epoch 170/500
450/450 [==============================] - 0s 751us/step - loss: 0.3297 - accuracy: 0.8635
Epoch 171/500
450/450 [==============================] - 0s 792us/step - loss: 0.3292 - accuracy: 0.8629
Epoch 172/500
450/450 [==============================] - 0s 847us/step - loss: 0.3303 - accuracy: 0.8637
Epoch 173/500
450/450 [==============================] - 0s 880us/step - loss: 0.3294 - accuracy: 0.8637
Epoch 174/500
450/450 [==============================] - 0s 760us/step - loss: 0.3295 - accuracy: 0.8647
Epoch 175/500
450/450 [==============================] - 0s 749us/step - loss: 0.3294 - accuracy: 0.8635
Epoch 176/500
450/450 [==============================] - 0s 778us/step - loss: 0.3295 - accuracy: 0.8643
Epoch 177/500
450/450 [==============================] - 0s 762us/step - loss: 0.3292 - accuracy: 0.8635
Epoch 178/500
450/450 [==============================] - 0s 756us/step - loss: 0.3301 - accuracy: 0.8632
Epoch 179/500
450/450 [==============================] - 0s 762us/step - loss: 0.3300 - accuracy: 0.8640
Epoch 180/500
450/450 [==============================] - 0s 760us/step - loss: 0.3295 - accuracy: 0.8644
Epoch 181/500
450/450 [==============================] - 0s 749us/step - loss: 0.3296 - accuracy: 0.8647
Epoch 182/500
450/450 [==============================] - 0s 809us/step - loss: 0.3291 - accuracy: 0.8621
Epoch 183/500
450/450 [==============================] - 0s 745us/step - loss: 0.3291 - accuracy: 0.8626
Epoch 184/500
450/450 [==============================] - 0s 863us/step - loss: 0.3290 - accuracy: 0.8635
Epoch 185/500
450/450 [==============================] - 0s 828us/step - loss: 0.3296 - accuracy: 0.8624
Epoch 186/500
450/450 [==============================] - 0s 747us/step - loss: 0.3293 - accuracy: 0.8631
Epoch 187/500
450/450 [==============================] - 0s 769us/step - loss: 0.3298 - accuracy: 0.8624
Epoch 188/500
450/450 [==============================] - 0s 833us/step - loss: 0.3296 - accuracy: 0.8631
Epoch 189/500
450/450 [==============================] - 0s 762us/step - loss: 0.3291 - accuracy: 0.8653
Epoch 190/500
450/450 [==============================] - 0s 750us/step - loss: 0.3287 - accuracy: 0.8637
Epoch 191/500
450/450 [==============================] - 0s 762us/step - loss: 0.3287 - accuracy: 0.8643
Epoch 192/500
450/450 [==============================] - 0s 754us/step - loss: 0.3289 - accuracy: 0.8644
Epoch 193/500
450/450 [==============================] - 0s 764us/step - loss: 0.3296 - accuracy: 0.8640
Epoch 194/500
450/450 [==============================] - 0s 752us/step - loss: 0.3296 - accuracy: 0.8632
Epoch 195/500
450/450 [==============================] - 0s 755us/step - loss: 0.3299 - accuracy: 0.8632
Epoch 196/500
450/450 [==============================] - 0s 749us/step - loss: 0.3297 - accuracy: 0.8637
Epoch 197/500
450/450 [==============================] - 0s 759us/step - loss: 0.3288 - accuracy: 0.8640
Epoch 198/500
450/450 [==============================] - 0s 742us/step - loss: 0.3292 - accuracy: 0.8649
Epoch 199/500
450/450 [==============================] - 0s 757us/step - loss: 0.3296 - accuracy: 0.8642
Epoch 200/500
450/450 [==============================] - 0s 786us/step - loss: 0.3292 - accuracy: 0.8640
Epoch 201/500
450/450 [==============================] - 0s 780us/step - loss: 0.3293 - accuracy: 0.8624
Epoch 202/500
450/450 [==============================] - 0s 988us/step - loss: 0.3291 - accuracy: 0.8660
Epoch 203/500
450/450 [==============================] - 0s 741us/step - loss: 0.3294 - accuracy: 0.8628
Epoch 204/500
450/450 [==============================] - 0s 818us/step - loss: 0.3287 - accuracy: 0.8656
Epoch 205/500
450/450 [==============================] - 0s 767us/step - loss: 0.3295 - accuracy: 0.8644
Epoch 206/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3291 - accuracy: 0.8642
Epoch 207/500
450/450 [==============================] - 0s 791us/step - loss: 0.3295 - accuracy: 0.8626
Epoch 208/500
450/450 [==============================] - 0s 936us/step - loss: 0.3292 - accuracy: 0.8629
Epoch 209/500
450/450 [==============================] - 0s 766us/step - loss: 0.3294 - accuracy: 0.8631
Epoch 210/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3293 - accuracy: 0.8639
Epoch 211/500
450/450 [==============================] - 0s 769us/step - loss: 0.3289 - accuracy: 0.8624
Epoch 212/500
450/450 [==============================] - 0s 755us/step - loss: 0.3294 - accuracy: 0.8647
Epoch 213/500
450/450 [==============================] - 0s 764us/step - loss: 0.3293 - accuracy: 0.8650
Epoch 214/500
450/450 [==============================] - 0s 765us/step - loss: 0.3297 - accuracy: 0.8631
Epoch 215/500
450/450 [==============================] - 0s 759us/step - loss: 0.3291 - accuracy: 0.8624
Epoch 216/500
450/450 [==============================] - 0s 762us/step - loss: 0.3293 - accuracy: 0.8650
Epoch 217/500
450/450 [==============================] - 0s 772us/step - loss: 0.3285 - accuracy: 0.8643
Epoch 218/500
450/450 [==============================] - 0s 755us/step - loss: 0.3295 - accuracy: 0.8660
Epoch 219/500
450/450 [==============================] - 0s 748us/step - loss: 0.3288 - accuracy: 0.8629
Epoch 220/500
450/450 [==============================] - 0s 766us/step - loss: 0.3288 - accuracy: 0.8642
Epoch 221/500
450/450 [==============================] - 0s 749us/step - loss: 0.3287 - accuracy: 0.8668
Epoch 222/500
450/450 [==============================] - 0s 751us/step - loss: 0.3291 - accuracy: 0.8628
Epoch 223/500
450/450 [==============================] - 0s 768us/step - loss: 0.3287 - accuracy: 0.8632
Epoch 224/500
450/450 [==============================] - 0s 751us/step - loss: 0.3284 - accuracy: 0.8637
Epoch 225/500
450/450 [==============================] - 0s 763us/step - loss: 0.3291 - accuracy: 0.8633
Epoch 226/500
450/450 [==============================] - 0s 772us/step - loss: 0.3292 - accuracy: 0.8612
Epoch 227/500
450/450 [==============================] - 0s 765us/step - loss: 0.3289 - accuracy: 0.8643
Epoch 228/500
450/450 [==============================] - 0s 751us/step - loss: 0.3289 - accuracy: 0.8660
Epoch 229/500
450/450 [==============================] - 0s 778us/step - loss: 0.3284 - accuracy: 0.8637
Epoch 230/500
450/450 [==============================] - 0s 750us/step - loss: 0.3288 - accuracy: 0.8644
Epoch 231/500
450/450 [==============================] - 0s 746us/step - loss: 0.3287 - accuracy: 0.8657
Epoch 232/500
450/450 [==============================] - 0s 799us/step - loss: 0.3289 - accuracy: 0.8639
Epoch 233/500
450/450 [==============================] - 0s 752us/step - loss: 0.3289 - accuracy: 0.8632
Epoch 234/500
450/450 [==============================] - 0s 761us/step - loss: 0.3286 - accuracy: 0.8650
Epoch 235/500
450/450 [==============================] - 0s 818us/step - loss: 0.3286 - accuracy: 0.8637
Epoch 236/500
450/450 [==============================] - 0s 796us/step - loss: 0.3291 - accuracy: 0.8639
Epoch 237/500
450/450 [==============================] - 0s 767us/step - loss: 0.3288 - accuracy: 0.8636
Epoch 238/500
450/450 [==============================] - 0s 749us/step - loss: 0.3278 - accuracy: 0.8654
Epoch 239/500
450/450 [==============================] - 0s 746us/step - loss: 0.3281 - accuracy: 0.8632
Epoch 240/500
450/450 [==============================] - 0s 765us/step - loss: 0.3288 - accuracy: 0.8626
Epoch 241/500
450/450 [==============================] - 0s 749us/step - loss: 0.3291 - accuracy: 0.8628
Epoch 242/500
450/450 [==============================] - 0s 742us/step - loss: 0.3294 - accuracy: 0.8658
Epoch 243/500
450/450 [==============================] - 0s 764us/step - loss: 0.3288 - accuracy: 0.8636
Epoch 244/500
450/450 [==============================] - 0s 758us/step - loss: 0.3284 - accuracy: 0.8626
Epoch 245/500
450/450 [==============================] - 0s 743us/step - loss: 0.3285 - accuracy: 0.8661
Epoch 246/500
450/450 [==============================] - 0s 766us/step - loss: 0.3287 - accuracy: 0.8649
Epoch 247/500
450/450 [==============================] - 0s 753us/step - loss: 0.3282 - accuracy: 0.8654
Epoch 248/500
450/450 [==============================] - 0s 834us/step - loss: 0.3289 - accuracy: 0.8643
Epoch 249/500
450/450 [==============================] - 0s 754us/step - loss: 0.3281 - accuracy: 0.8628
Epoch 250/500
450/450 [==============================] - 0s 753us/step - loss: 0.3292 - accuracy: 0.8640
Epoch 251/500
450/450 [==============================] - 0s 752us/step - loss: 0.3286 - accuracy: 0.8633
Epoch 252/500
450/450 [==============================] - 0s 766us/step - loss: 0.3285 - accuracy: 0.8653
Epoch 253/500
450/450 [==============================] - 0s 747us/step - loss: 0.3289 - accuracy: 0.8637
Epoch 254/500
450/450 [==============================] - 0s 748us/step - loss: 0.3280 - accuracy: 0.8665
Epoch 255/500
450/450 [==============================] - 0s 781us/step - loss: 0.3285 - accuracy: 0.8647
Epoch 256/500
450/450 [==============================] - 0s 750us/step - loss: 0.3278 - accuracy: 0.8643
Epoch 257/500
450/450 [==============================] - 0s 749us/step - loss: 0.3287 - accuracy: 0.8649
Epoch 258/500
450/450 [==============================] - 0s 762us/step - loss: 0.3280 - accuracy: 0.8624
Epoch 259/500
450/450 [==============================] - 0s 750us/step - loss: 0.3283 - accuracy: 0.8651
Epoch 260/500
450/450 [==============================] - 0s 755us/step - loss: 0.3287 - accuracy: 0.8624
Epoch 261/500
450/450 [==============================] - 0s 770us/step - loss: 0.3286 - accuracy: 0.8633
Epoch 262/500
450/450 [==============================] - 0s 746us/step - loss: 0.3286 - accuracy: 0.8643
Epoch 263/500
450/450 [==============================] - 0s 752us/step - loss: 0.3285 - accuracy: 0.8637
Epoch 264/500
450/450 [==============================] - 0s 825us/step - loss: 0.3292 - accuracy: 0.8646
Epoch 265/500
450/450 [==============================] - 0s 902us/step - loss: 0.3286 - accuracy: 0.8629
Epoch 266/500
450/450 [==============================] - 0s 766us/step - loss: 0.3291 - accuracy: 0.8647
Epoch 267/500
450/450 [==============================] - 0s 800us/step - loss: 0.3287 - accuracy: 0.8642
Epoch 268/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3284 - accuracy: 0.8631
Epoch 269/500
450/450 [==============================] - 0s 799us/step - loss: 0.3284 - accuracy: 0.8619
Epoch 270/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3285 - accuracy: 0.8639
Epoch 271/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3288 - accuracy: 0.8628
Epoch 272/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3281 - accuracy: 0.8656
Epoch 273/500
450/450 [==============================] - 0s 997us/step - loss: 0.3291 - accuracy: 0.8637
Epoch 274/500
450/450 [==============================] - 0s 806us/step - loss: 0.3278 - accuracy: 0.8665
Epoch 275/500
450/450 [==============================] - 0s 832us/step - loss: 0.3288 - accuracy: 0.8633
Epoch 276/500
450/450 [==============================] - 0s 845us/step - loss: 0.3282 - accuracy: 0.8650
Epoch 277/500
450/450 [==============================] - 0s 874us/step - loss: 0.3289 - accuracy: 0.8640
Epoch 278/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8637
Epoch 279/500
450/450 [==============================] - 0s 806us/step - loss: 0.3284 - accuracy: 0.8653
Epoch 280/500
450/450 [==============================] - 0s 986us/step - loss: 0.3288 - accuracy: 0.8639
Epoch 281/500
450/450 [==============================] - 0s 880us/step - loss: 0.3286 - accuracy: 0.8662
Epoch 282/500
450/450 [==============================] - 0s 793us/step - loss: 0.3288 - accuracy: 0.8647
Epoch 283/500
450/450 [==============================] - 0s 818us/step - loss: 0.3276 - accuracy: 0.8639
Epoch 284/500
450/450 [==============================] - 0s 892us/step - loss: 0.3291 - accuracy: 0.8635
Epoch 285/500
450/450 [==============================] - 0s 887us/step - loss: 0.3284 - accuracy: 0.8628
Epoch 286/500
450/450 [==============================] - 0s 836us/step - loss: 0.3285 - accuracy: 0.8633
Epoch 287/500
450/450 [==============================] - 0s 819us/step - loss: 0.3281 - accuracy: 0.8651
Epoch 288/500
450/450 [==============================] - 0s 943us/step - loss: 0.3289 - accuracy: 0.8629
Epoch 289/500
450/450 [==============================] - 0s 846us/step - loss: 0.3288 - accuracy: 0.8625
Epoch 290/500
450/450 [==============================] - 0s 793us/step - loss: 0.3282 - accuracy: 0.8654
Epoch 291/500
450/450 [==============================] - 0s 857us/step - loss: 0.3291 - accuracy: 0.8637
Epoch 292/500
450/450 [==============================] - 0s 878us/step - loss: 0.3284 - accuracy: 0.8629
Epoch 293/500
450/450 [==============================] - 0s 884us/step - loss: 0.3281 - accuracy: 0.8629
Epoch 294/500
450/450 [==============================] - 0s 789us/step - loss: 0.3281 - accuracy: 0.8657
Epoch 295/500
450/450 [==============================] - 0s 809us/step - loss: 0.3287 - accuracy: 0.8632
Epoch 296/500
450/450 [==============================] - 0s 992us/step - loss: 0.3277 - accuracy: 0.8662
Epoch 297/500
450/450 [==============================] - 0s 884us/step - loss: 0.3285 - accuracy: 0.8650
Epoch 298/500
450/450 [==============================] - 0s 812us/step - loss: 0.3283 - accuracy: 0.8639
Epoch 299/500
450/450 [==============================] - 0s 855us/step - loss: 0.3288 - accuracy: 0.8649
Epoch 300/500
450/450 [==============================] - 0s 870us/step - loss: 0.3282 - accuracy: 0.8639
Epoch 301/500
450/450 [==============================] - 0s 876us/step - loss: 0.3282 - accuracy: 0.8650
Epoch 302/500
450/450 [==============================] - 0s 798us/step - loss: 0.3289 - accuracy: 0.8642
Epoch 303/500
450/450 [==============================] - 0s 899us/step - loss: 0.3286 - accuracy: 0.8642
Epoch 304/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3287 - accuracy: 0.8639
Epoch 305/500
450/450 [==============================] - 0s 986us/step - loss: 0.3285 - accuracy: 0.8650
Epoch 306/500
450/450 [==============================] - 0s 808us/step - loss: 0.3288 - accuracy: 0.8647
Epoch 307/500
450/450 [==============================] - 0s 847us/step - loss: 0.3285 - accuracy: 0.8632
Epoch 308/500
450/450 [==============================] - 0s 904us/step - loss: 0.3283 - accuracy: 0.8637
Epoch 309/500
450/450 [==============================] - 0s 857us/step - loss: 0.3283 - accuracy: 0.8639
Epoch 310/500
450/450 [==============================] - 0s 782us/step - loss: 0.3283 - accuracy: 0.8636
Epoch 311/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3284 - accuracy: 0.8632
Epoch 312/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3287 - accuracy: 0.8646
Epoch 313/500
450/450 [==============================] - 0s 830us/step - loss: 0.3283 - accuracy: 0.8649
Epoch 314/500
450/450 [==============================] - 0s 839us/step - loss: 0.3281 - accuracy: 0.8668
Epoch 315/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3282 - accuracy: 0.8642
Epoch 316/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3282 - accuracy: 0.8646: 0s - l
Epoch 317/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3280 - accuracy: 0.8632
Epoch 318/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3284 - accuracy: 0.8628
Epoch 319/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3286 - accuracy: 0.8651
Epoch 320/500
450/450 [==============================] - 0s 941us/step - loss: 0.3283 - accuracy: 0.8619
Epoch 321/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3277 - accuracy: 0.8642: 0s - loss: 0.3299 - ac
Epoch 322/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3287 - accuracy: 0.8635
Epoch 323/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3278 - accuracy: 0.8631
Epoch 324/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3288 - accuracy: 0.8631
Epoch 325/500
450/450 [==============================] - 0s 883us/step - loss: 0.3277 - accuracy: 0.8649
Epoch 326/500
450/450 [==============================] - 0s 860us/step - loss: 0.3285 - accuracy: 0.8619
Epoch 327/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3278 - accuracy: 0.8624: 0s - loss: 0.3258 - accuracy: 0.
Epoch 328/500
450/450 [==============================] - 0s 886us/step - loss: 0.3283 - accuracy: 0.8640
Epoch 329/500
450/450 [==============================] - 0s 847us/step - loss: 0.3278 - accuracy: 0.8624
Epoch 330/500
450/450 [==============================] - 0s 955us/step - loss: 0.3278 - accuracy: 0.8633
Epoch 331/500
450/450 [==============================] - 0s 816us/step - loss: 0.3286 - accuracy: 0.8632
Epoch 332/500
450/450 [==============================] - 0s 853us/step - loss: 0.3280 - accuracy: 0.8642
Epoch 333/500
450/450 [==============================] - 0s 812us/step - loss: 0.3284 - accuracy: 0.8643
Epoch 334/500
450/450 [==============================] - 0s 956us/step - loss: 0.3280 - accuracy: 0.8640
Epoch 335/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3281 - accuracy: 0.8642
Epoch 336/500
450/450 [==============================] - 0s 823us/step - loss: 0.3283 - accuracy: 0.8644
Epoch 337/500
450/450 [==============================] - 0s 844us/step - loss: 0.3282 - accuracy: 0.8633
Epoch 338/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3285 - accuracy: 0.8639
Epoch 339/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3284 - accuracy: 0.8644
Epoch 340/500
450/450 [==============================] - 0s 973us/step - loss: 0.3281 - accuracy: 0.8636
Epoch 341/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3278 - accuracy: 0.8650
Epoch 342/500
450/450 [==============================] - 0s 889us/step - loss: 0.3278 - accuracy: 0.8640
Epoch 343/500
450/450 [==============================] - 0s 807us/step - loss: 0.3277 - accuracy: 0.8637
Epoch 344/500
450/450 [==============================] - 0s 850us/step - loss: 0.3278 - accuracy: 0.8628
Epoch 345/500
450/450 [==============================] - 0s 894us/step - loss: 0.3282 - accuracy: 0.8647
Epoch 346/500
450/450 [==============================] - 0s 833us/step - loss: 0.3277 - accuracy: 0.8636
Epoch 347/500
450/450 [==============================] - 0s 833us/step - loss: 0.3279 - accuracy: 0.8664
Epoch 348/500
450/450 [==============================] - 0s 834us/step - loss: 0.3281 - accuracy: 0.8669
Epoch 349/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3283 - accuracy: 0.8631
Epoch 350/500
450/450 [==============================] - 0s 845us/step - loss: 0.3278 - accuracy: 0.8653
Epoch 351/500
450/450 [==============================] - 0s 832us/step - loss: 0.3282 - accuracy: 0.8647
Epoch 352/500
450/450 [==============================] - 0s 831us/step - loss: 0.3281 - accuracy: 0.8642
Epoch 353/500
450/450 [==============================] - 0s 897us/step - loss: 0.3274 - accuracy: 0.8656
Epoch 354/500
450/450 [==============================] - 0s 834us/step - loss: 0.3282 - accuracy: 0.86420s - loss: 0.3318 - accuracy:
Epoch 355/500
450/450 [==============================] - 0s 835us/step - loss: 0.3278 - accuracy: 0.8632
Epoch 356/500
450/450 [==============================] - 0s 906us/step - loss: 0.3279 - accuracy: 0.8635
Epoch 357/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3281 - accuracy: 0.8644
Epoch 358/500
450/450 [==============================] - 0s 831us/step - loss: 0.3277 - accuracy: 0.8654
Epoch 359/500
450/450 [==============================] - 0s 922us/step - loss: 0.3274 - accuracy: 0.8651
Epoch 360/500
450/450 [==============================] - 0s 860us/step - loss: 0.3282 - accuracy: 0.8642
Epoch 361/500
450/450 [==============================] - 0s 950us/step - loss: 0.3284 - accuracy: 0.8632
Epoch 362/500
450/450 [==============================] - 0s 992us/step - loss: 0.3273 - accuracy: 0.8640
Epoch 363/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3281 - accuracy: 0.8629
Epoch 364/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3276 - accuracy: 0.8646
Epoch 365/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3277 - accuracy: 0.8640
Epoch 366/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3286 - accuracy: 0.8640
Epoch 367/500
450/450 [==============================] - 2s 3ms/step - loss: 0.3279 - accuracy: 0.8650
Epoch 368/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3273 - accuracy: 0.8633
Epoch 369/500
450/450 [==============================] - 2s 3ms/step - loss: 0.3277 - accuracy: 0.8632
Epoch 370/500
450/450 [==============================] - 0s 988us/step - loss: 0.3279 - accuracy: 0.8633
Epoch 371/500
450/450 [==============================] - 0s 925us/step - loss: 0.3275 - accuracy: 0.8646
Epoch 372/500
450/450 [==============================] - 0s 840us/step - loss: 0.3279 - accuracy: 0.8649
Epoch 373/500
450/450 [==============================] - 0s 871us/step - loss: 0.3271 - accuracy: 0.8667
Epoch 374/500
450/450 [==============================] - 0s 787us/step - loss: 0.3279 - accuracy: 0.8617
Epoch 375/500
450/450 [==============================] - 0s 884us/step - loss: 0.3276 - accuracy: 0.8654
Epoch 376/500
450/450 [==============================] - 0s 893us/step - loss: 0.3271 - accuracy: 0.8649
Epoch 377/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3276 - accuracy: 0.8632
Epoch 378/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3277 - accuracy: 0.8625
Epoch 379/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3270 - accuracy: 0.8646
Epoch 380/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3282 - accuracy: 0.8632
Epoch 381/500
450/450 [==============================] - 1s 3ms/step - loss: 0.3279 - accuracy: 0.8644: 0s - loss: 0.3298 - accuracy: 0.86
Epoch 382/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3276 - accuracy: 0.8621
Epoch 383/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3279 - accuracy: 0.8633
Epoch 384/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3279 - accuracy: 0.8646
Epoch 385/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3277 - accuracy: 0.8643
Epoch 386/500
450/450 [==============================] - 0s 894us/step - loss: 0.3280 - accuracy: 0.8637
Epoch 387/500
450/450 [==============================] - 0s 843us/step - loss: 0.3279 - accuracy: 0.8635
Epoch 388/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3277 - accuracy: 0.8651
Epoch 389/500
450/450 [==============================] - 1s 1ms/step - loss: 0.3280 - accuracy: 0.8629
Epoch 390/500
450/450 [==============================] - 0s 960us/step - loss: 0.3278 - accuracy: 0.8625
Epoch 391/500
450/450 [==============================] - 0s 862us/step - loss: 0.3278 - accuracy: 0.8640
Epoch 392/500
450/450 [==============================] - 0s 814us/step - loss: 0.3278 - accuracy: 0.8622
Epoch 393/500
450/450 [==============================] - 0s 977us/step - loss: 0.3275 - accuracy: 0.8656
Epoch 394/500
450/450 [==============================] - 0s 762us/step - loss: 0.3280 - accuracy: 0.8629
Epoch 395/500
450/450 [==============================] - 0s 970us/step - loss: 0.3281 - accuracy: 0.8644
Epoch 396/500
450/450 [==============================] - 0s 997us/step - loss: 0.3276 - accuracy: 0.8643
Epoch 397/500
450/450 [==============================] - 0s 948us/step - loss: 0.3275 - accuracy: 0.8661
Epoch 398/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3272 - accuracy: 0.8640
Epoch 399/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3277 - accuracy: 0.8636
Epoch 400/500
450/450 [==============================] - 0s 798us/step - loss: 0.3282 - accuracy: 0.8618
Epoch 401/500
450/450 [==============================] - 0s 730us/step - loss: 0.3282 - accuracy: 0.8640
Epoch 402/500
450/450 [==============================] - 0s 744us/step - loss: 0.3283 - accuracy: 0.8637
Epoch 403/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3275 - accuracy: 0.8643
Epoch 404/500
450/450 [==============================] - 0s 736us/step - loss: 0.3279 - accuracy: 0.8653
Epoch 405/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3278 - accuracy: 0.8619
Epoch 406/500
450/450 [==============================] - 0s 778us/step - loss: 0.3279 - accuracy: 0.8632
Epoch 407/500
450/450 [==============================] - 0s 772us/step - loss: 0.3271 - accuracy: 0.8640
Epoch 408/500
450/450 [==============================] - 0s 793us/step - loss: 0.3278 - accuracy: 0.8637
Epoch 409/500
450/450 [==============================] - 0s 874us/step - loss: 0.3281 - accuracy: 0.8654
Epoch 410/500
450/450 [==============================] - 0s 818us/step - loss: 0.3276 - accuracy: 0.8642
Epoch 411/500
450/450 [==============================] - 1s 2ms/step - loss: 0.3276 - accuracy: 0.8658
Epoch 412/500
450/450 [==============================] - 0s 774us/step - loss: 0.3279 - accuracy: 0.8644
Epoch 413/500
450/450 [==============================] - 0s 752us/step - loss: 0.3277 - accuracy: 0.8626
Epoch 414/500
450/450 [==============================] - 0s 726us/step - loss: 0.3279 - accuracy: 0.8651
Epoch 415/500
450/450 [==============================] - 0s 730us/step - loss: 0.3280 - accuracy: 0.8636
Epoch 416/500
450/450 [==============================] - 0s 732us/step - loss: 0.3278 - accuracy: 0.8650
Epoch 417/500
450/450 [==============================] - 0s 1ms/step - loss: 0.3275 - accuracy: 0.8643
Epoch 418/500
450/450 [==============================] - 0s 885us/step - loss: 0.3273 - accuracy: 0.8646
Epoch 419/500
450/450 [==============================] - 0s 747us/step - loss: 0.3275 - accuracy: 0.8625
Epoch 420/500
450/450 [==============================] - 0s 729us/step - loss: 0.3276 - accuracy: 0.8637
Epoch 421/500
450/450 [==============================] - 0s 723us/step - loss: 0.3277 - accuracy: 0.8651
Epoch 422/500
450/450 [==============================] - 0s 749us/step - loss: 0.3279 - accuracy: 0.8636
Epoch 423/500
450/450 [==============================] - 0s 724us/step - loss: 0.3275 - accuracy: 0.8628
Epoch 424/500
450/450 [==============================] - 0s 721us/step - loss: 0.3277 - accuracy: 0.8628
Epoch 425/500
450/450 [==============================] - 0s 742us/step - loss: 0.3273 - accuracy: 0.8636
Epoch 426/500
450/450 [==============================] - 0s 750us/step - loss: 0.3274 - accuracy: 0.8657
Epoch 427/500
450/450 [==============================] - 0s 723us/step - loss: 0.3278 - accuracy: 0.8640
Epoch 428/500
450/450 [==============================] - 0s 745us/step - loss: 0.3275 - accuracy: 0.8658
Epoch 429/500
450/450 [==============================] - 0s 724us/step - loss: 0.3279 - accuracy: 0.8635
Epoch 430/500
450/450 [==============================] - 0s 721us/step - loss: 0.3274 - accuracy: 0.8644
Epoch 431/500
450/450 [==============================] - 0s 755us/step - loss: 0.3273 - accuracy: 0.8640
Epoch 432/500
450/450 [==============================] - 0s 727us/step - loss: 0.3278 - accuracy: 0.8628
Epoch 433/500
450/450 [==============================] - 0s 719us/step - loss: 0.3277 - accuracy: 0.8631
Epoch 434/500
450/450 [==============================] - 0s 867us/step - loss: 0.3278 - accuracy: 0.8642
Epoch 435/500
450/450 [==============================] - 0s 756us/step - loss: 0.3274 - accuracy: 0.8647
Epoch 436/500
450/450 [==============================] - 0s 715us/step - loss: 0.3275 - accuracy: 0.8633
Epoch 437/500
450/450 [==============================] - 0s 764us/step - loss: 0.3278 - accuracy: 0.8654
Epoch 438/500
450/450 [==============================] - 0s 730us/step - loss: 0.3265 - accuracy: 0.8640
Epoch 439/500
450/450 [==============================] - 0s 717us/step - loss: 0.3277 - accuracy: 0.8635
Epoch 440/500
450/450 [==============================] - 0s 747us/step - loss: 0.3273 - accuracy: 0.8643
Epoch 441/500
450/450 [==============================] - 0s 734us/step - loss: 0.3273 - accuracy: 0.8649
Epoch 442/500
450/450 [==============================] - 0s 753us/step - loss: 0.3272 - accuracy: 0.8646
Epoch 443/500
450/450 [==============================] - 0s 728us/step - loss: 0.3271 - accuracy: 0.8637
Epoch 444/500
450/450 [==============================] - 0s 741us/step - loss: 0.3276 - accuracy: 0.8660
Epoch 445/500
450/450 [==============================] - 0s 722us/step - loss: 0.3273 - accuracy: 0.8637
Epoch 446/500
450/450 [==============================] - 0s 742us/step - loss: 0.3270 - accuracy: 0.8643
Epoch 447/500
450/450 [==============================] - 0s 725us/step - loss: 0.3275 - accuracy: 0.8646
Epoch 448/500
450/450 [==============================] - 0s 722us/step - loss: 0.3280 - accuracy: 0.8654
Epoch 449/500
450/450 [==============================] - 0s 741us/step - loss: 0.3271 - accuracy: 0.8629
Epoch 450/500
450/450 [==============================] - 0s 719us/step - loss: 0.3277 - accuracy: 0.8635
Epoch 451/500
450/450 [==============================] - 0s 717us/step - loss: 0.3275 - accuracy: 0.8661
Epoch 452/500
450/450 [==============================] - 0s 748us/step - loss: 0.3276 - accuracy: 0.8646
Epoch 453/500
450/450 [==============================] - 0s 730us/step - loss: 0.3279 - accuracy: 0.8642
Epoch 454/500
450/450 [==============================] - 0s 721us/step - loss: 0.3276 - accuracy: 0.8650
Epoch 455/500
450/450 [==============================] - 0s 729us/step - loss: 0.3277 - accuracy: 0.8632
Epoch 456/500
450/450 [==============================] - 0s 739us/step - loss: 0.3274 - accuracy: 0.8657
Epoch 457/500
450/450 [==============================] - 0s 718us/step - loss: 0.3276 - accuracy: 0.8639
Epoch 458/500
450/450 [==============================] - 0s 836us/step - loss: 0.3274 - accuracy: 0.8644
Epoch 459/500
450/450 [==============================] - 0s 727us/step - loss: 0.3269 - accuracy: 0.8631
Epoch 460/500
450/450 [==============================] - 0s 723us/step - loss: 0.3274 - accuracy: 0.8639
Epoch 461/500
450/450 [==============================] - 0s 736us/step - loss: 0.3275 - accuracy: 0.8636
Epoch 462/500
450/450 [==============================] - 0s 722us/step - loss: 0.3278 - accuracy: 0.8654
Epoch 463/500
450/450 [==============================] - 0s 722us/step - loss: 0.3275 - accuracy: 0.8633
Epoch 464/500
450/450 [==============================] - 0s 782us/step - loss: 0.3274 - accuracy: 0.8654
Epoch 465/500
450/450 [==============================] - 0s 729us/step - loss: 0.3278 - accuracy: 0.8637
Epoch 466/500
450/450 [==============================] - 0s 716us/step - loss: 0.3277 - accuracy: 0.8646
Epoch 467/500
450/450 [==============================] - 0s 735us/step - loss: 0.3269 - accuracy: 0.8668
Epoch 468/500
450/450 [==============================] - 0s 723us/step - loss: 0.3274 - accuracy: 0.8660
Epoch 469/500
450/450 [==============================] - 0s 718us/step - loss: 0.3278 - accuracy: 0.8628
Epoch 470/500
450/450 [==============================] - 0s 746us/step - loss: 0.3275 - accuracy: 0.8643
Epoch 471/500
450/450 [==============================] - 0s 737us/step - loss: 0.3271 - accuracy: 0.8635
Epoch 472/500
450/450 [==============================] - 0s 719us/step - loss: 0.3275 - accuracy: 0.8646
Epoch 473/500
450/450 [==============================] - 0s 751us/step - loss: 0.3271 - accuracy: 0.8640
Epoch 474/500
450/450 [==============================] - 0s 737us/step - loss: 0.3273 - accuracy: 0.8651
Epoch 475/500
450/450 [==============================] - 0s 720us/step - loss: 0.3278 - accuracy: 0.8653
Epoch 476/500
450/450 [==============================] - 0s 757us/step - loss: 0.3275 - accuracy: 0.8637
Epoch 477/500
450/450 [==============================] - 0s 732us/step - loss: 0.3274 - accuracy: 0.8629
Epoch 478/500
450/450 [==============================] - 0s 724us/step - loss: 0.3277 - accuracy: 0.8651
Epoch 479/500
450/450 [==============================] - 0s 752us/step - loss: 0.3276 - accuracy: 0.8640
Epoch 480/500
450/450 [==============================] - 0s 727us/step - loss: 0.3272 - accuracy: 0.8646
Epoch 481/500
450/450 [==============================] - 0s 718us/step - loss: 0.3275 - accuracy: 0.8658
Epoch 482/500
450/450 [==============================] - 0s 732us/step - loss: 0.3274 - accuracy: 0.8658
Epoch 483/500
450/450 [==============================] - 0s 744us/step - loss: 0.3273 - accuracy: 0.8636
Epoch 484/500
450/450 [==============================] - 0s 717us/step - loss: 0.3273 - accuracy: 0.8674
Epoch 485/500
450/450 [==============================] - 0s 755us/step - loss: 0.3273 - accuracy: 0.8640
Epoch 486/500
450/450 [==============================] - 0s 726us/step - loss: 0.3272 - accuracy: 0.8646
Epoch 487/500
450/450 [==============================] - 0s 723us/step - loss: 0.3276 - accuracy: 0.8643
Epoch 488/500
450/450 [==============================] - 0s 748us/step - loss: 0.3272 - accuracy: 0.8661
Epoch 489/500
450/450 [==============================] - 0s 722us/step - loss: 0.3273 - accuracy: 0.8628
Epoch 490/500
450/450 [==============================] - 0s 723us/step - loss: 0.3276 - accuracy: 0.8639
Epoch 491/500
450/450 [==============================] - 0s 746us/step - loss: 0.3270 - accuracy: 0.8667
Epoch 492/500
450/450 [==============================] - 0s 721us/step - loss: 0.3273 - accuracy: 0.8649
Epoch 493/500
450/450 [==============================] - 0s 724us/step - loss: 0.3271 - accuracy: 0.8639
Epoch 494/500
450/450 [==============================] - 0s 745us/step - loss: 0.3270 - accuracy: 0.8647
Epoch 495/500
450/450 [==============================] - 0s 716us/step - loss: 0.3272 - accuracy: 0.8658
Epoch 496/500
450/450 [==============================] - 0s 725us/step - loss: 0.3275 - accuracy: 0.8679
Epoch 497/500
450/450 [==============================] - 0s 730us/step - loss: 0.3271 - accuracy: 0.8635
Epoch 498/500
450/450 [==============================] - 0s 721us/step - loss: 0.3273 - accuracy: 0.8636
Epoch 499/500
450/450 [==============================] - 0s 729us/step - loss: 0.3271 - accuracy: 0.8643
Epoch 500/500
450/450 [==============================] - 0s 735us/step - loss: 0.3275 - accuracy: 0.8639
Epoch 1/100
225/225 [==============================] - 0s 774us/step - loss: 0.6003 - accuracy: 0.7962
Epoch 2/100
225/225 [==============================] - 0s 796us/step - loss: 0.4477 - accuracy: 0.7962
Epoch 3/100
225/225 [==============================] - 0s 857us/step - loss: 0.4375 - accuracy: 0.7962
Epoch 4/100
225/225 [==============================] - 0s 783us/step - loss: 0.4347 - accuracy: 0.7962
Epoch 5/100
225/225 [==============================] - 0s 777us/step - loss: 0.4331 - accuracy: 0.7962
Epoch 6/100
225/225 [==============================] - 0s 801us/step - loss: 0.4317 - accuracy: 0.7962
Epoch 7/100
225/225 [==============================] - 0s 792us/step - loss: 0.4302 - accuracy: 0.7962
Epoch 8/100
225/225 [==============================] - 0s 805us/step - loss: 0.4286 - accuracy: 0.7962
Epoch 9/100
225/225 [==============================] - 0s 809us/step - loss: 0.4266 - accuracy: 0.7962
Epoch 10/100
225/225 [==============================] - 0s 782us/step - loss: 0.4247 - accuracy: 0.8114
Epoch 11/100
225/225 [==============================] - 0s 781us/step - loss: 0.4232 - accuracy: 0.8190
Epoch 12/100
225/225 [==============================] - 0s 776us/step - loss: 0.4220 - accuracy: 0.8233
Epoch 13/100
225/225 [==============================] - 0s 779us/step - loss: 0.4207 - accuracy: 0.8253
Epoch 14/100
225/225 [==============================] - 0s 796us/step - loss: 0.4198 - accuracy: 0.8254
Epoch 15/100
225/225 [==============================] - 0s 774us/step - loss: 0.4190 - accuracy: 0.8268
Epoch 16/100
225/225 [==============================] - 0s 776us/step - loss: 0.4180 - accuracy: 0.8285
Epoch 17/100
225/225 [==============================] - 0s 787us/step - loss: 0.4172 - accuracy: 0.8293
Epoch 18/100
225/225 [==============================] - 0s 772us/step - loss: 0.4170 - accuracy: 0.8307
Epoch 19/100
225/225 [==============================] - 0s 776us/step - loss: 0.4163 - accuracy: 0.8314
Epoch 20/100
225/225 [==============================] - 0s 839us/step - loss: 0.4156 - accuracy: 0.8308
Epoch 21/100
225/225 [==============================] - 0s 794us/step - loss: 0.4152 - accuracy: 0.8313
Epoch 22/100
225/225 [==============================] - 0s 805us/step - loss: 0.4147 - accuracy: 0.8314
Epoch 23/100
225/225 [==============================] - 0s 771us/step - loss: 0.4143 - accuracy: 0.8322
Epoch 24/100
225/225 [==============================] - 0s 769us/step - loss: 0.4135 - accuracy: 0.8324
Epoch 25/100
225/225 [==============================] - 0s 833us/step - loss: 0.4137 - accuracy: 0.8340
Epoch 26/100
225/225 [==============================] - 0s 830us/step - loss: 0.4131 - accuracy: 0.8332
Epoch 27/100
225/225 [==============================] - 0s 787us/step - loss: 0.4128 - accuracy: 0.8338
Epoch 28/100
225/225 [==============================] - 0s 759us/step - loss: 0.4124 - accuracy: 0.8325
Epoch 29/100
225/225 [==============================] - 0s 785us/step - loss: 0.4120 - accuracy: 0.8329
Epoch 30/100
225/225 [==============================] - 0s 776us/step - loss: 0.4117 - accuracy: 0.8340
Epoch 31/100
225/225 [==============================] - 0s 795us/step - loss: 0.4112 - accuracy: 0.8338
Epoch 32/100
225/225 [==============================] - 0s 775us/step - loss: 0.4111 - accuracy: 0.8344
Epoch 33/100
225/225 [==============================] - 0s 771us/step - loss: 0.4109 - accuracy: 0.8343
Epoch 34/100
225/225 [==============================] - 0s 790us/step - loss: 0.4105 - accuracy: 0.8353
Epoch 35/100
225/225 [==============================] - 0s 786us/step - loss: 0.4100 - accuracy: 0.8339
Epoch 36/100
225/225 [==============================] - 0s 842us/step - loss: 0.4100 - accuracy: 0.8344
Epoch 37/100
225/225 [==============================] - 0s 788us/step - loss: 0.4098 - accuracy: 0.8344
Epoch 38/100
225/225 [==============================] - 0s 790us/step - loss: 0.4093 - accuracy: 0.8338
Epoch 39/100
225/225 [==============================] - 0s 789us/step - loss: 0.4091 - accuracy: 0.8354
Epoch 40/100
225/225 [==============================] - 0s 786us/step - loss: 0.4093 - accuracy: 0.8351
Epoch 41/100
225/225 [==============================] - 0s 788us/step - loss: 0.4087 - accuracy: 0.8353
Epoch 42/100
225/225 [==============================] - 0s 844us/step - loss: 0.4088 - accuracy: 0.8351
Epoch 43/100
225/225 [==============================] - 0s 791us/step - loss: 0.4084 - accuracy: 0.8360
Epoch 44/100
225/225 [==============================] - 0s 785us/step - loss: 0.4082 - accuracy: 0.8364
Epoch 45/100
225/225 [==============================] - 0s 788us/step - loss: 0.4081 - accuracy: 0.8339
Epoch 46/100
225/225 [==============================] - 0s 789us/step - loss: 0.4079 - accuracy: 0.8354
Epoch 47/100
225/225 [==============================] - 0s 815us/step - loss: 0.4077 - accuracy: 0.8360
Epoch 48/100
225/225 [==============================] - 0s 796us/step - loss: 0.4072 - accuracy: 0.8358
Epoch 49/100
225/225 [==============================] - 0s 791us/step - loss: 0.4072 - accuracy: 0.8365
Epoch 50/100
225/225 [==============================] - 0s 792us/step - loss: 0.4071 - accuracy: 0.8363
Epoch 51/100
225/225 [==============================] - 0s 788us/step - loss: 0.4067 - accuracy: 0.8363
Epoch 52/100
225/225 [==============================] - 0s 830us/step - loss: 0.4063 - accuracy: 0.8361
Epoch 53/100
225/225 [==============================] - 0s 797us/step - loss: 0.4063 - accuracy: 0.8361
Epoch 54/100
225/225 [==============================] - 0s 786us/step - loss: 0.4057 - accuracy: 0.8361
Epoch 55/100
225/225 [==============================] - 0s 790us/step - loss: 0.4057 - accuracy: 0.8356
Epoch 56/100
225/225 [==============================] - 0s 795us/step - loss: 0.4054 - accuracy: 0.8358
Epoch 57/100
225/225 [==============================] - 0s 788us/step - loss: 0.4053 - accuracy: 0.8344
Epoch 58/100
225/225 [==============================] - 0s 837us/step - loss: 0.4049 - accuracy: 0.8363
Epoch 59/100
225/225 [==============================] - 0s 793us/step - loss: 0.4051 - accuracy: 0.8363
Epoch 60/100
225/225 [==============================] - 0s 793us/step - loss: 0.4049 - accuracy: 0.8356
Epoch 61/100
225/225 [==============================] - 0s 802us/step - loss: 0.4046 - accuracy: 0.8349
Epoch 62/100
225/225 [==============================] - 0s 792us/step - loss: 0.4047 - accuracy: 0.8363
Epoch 63/100
225/225 [==============================] - 0s 797us/step - loss: 0.4042 - accuracy: 0.8358
Epoch 64/100
225/225 [==============================] - 0s 811us/step - loss: 0.4042 - accuracy: 0.8349
Epoch 65/100
225/225 [==============================] - 0s 788us/step - loss: 0.4041 - accuracy: 0.8361
Epoch 66/100
225/225 [==============================] - 0s 788us/step - loss: 0.4040 - accuracy: 0.8349
Epoch 67/100
225/225 [==============================] - 0s 800us/step - loss: 0.4039 - accuracy: 0.8344
Epoch 68/100
225/225 [==============================] - 0s 787us/step - loss: 0.4037 - accuracy: 0.8347
Epoch 69/100
225/225 [==============================] - 0s 998us/step - loss: 0.4036 - accuracy: 0.8357
Epoch 70/100
225/225 [==============================] - 0s 811us/step - loss: 0.4034 - accuracy: 0.8350
Epoch 71/100
225/225 [==============================] - 0s 756us/step - loss: 0.4031 - accuracy: 0.8357
Epoch 72/100
225/225 [==============================] - 0s 758us/step - loss: 0.4031 - accuracy: 0.8354
Epoch 73/100
225/225 [==============================] - 0s 758us/step - loss: 0.4026 - accuracy: 0.8354
Epoch 74/100
225/225 [==============================] - 0s 819us/step - loss: 0.4029 - accuracy: 0.8367
Epoch 75/100
225/225 [==============================] - 0s 845us/step - loss: 0.4026 - accuracy: 0.8360
Epoch 76/100
225/225 [==============================] - 0s 760us/step - loss: 0.4023 - accuracy: 0.8351
Epoch 77/100
225/225 [==============================] - 0s 749us/step - loss: 0.4024 - accuracy: 0.8350
Epoch 78/100
225/225 [==============================] - 0s 753us/step - loss: 0.4021 - accuracy: 0.8353
Epoch 79/100
225/225 [==============================] - 0s 748us/step - loss: 0.4021 - accuracy: 0.8360
Epoch 80/100
225/225 [==============================] - 0s 801us/step - loss: 0.4017 - accuracy: 0.8364
Epoch 81/100
225/225 [==============================] - 0s 829us/step - loss: 0.4015 - accuracy: 0.8361
Epoch 82/100
225/225 [==============================] - 0s 792us/step - loss: 0.4018 - accuracy: 0.8368
Epoch 83/100
225/225 [==============================] - 0s 794us/step - loss: 0.4013 - accuracy: 0.8365
Epoch 84/100
225/225 [==============================] - 0s 777us/step - loss: 0.4016 - accuracy: 0.8361
Epoch 85/100
225/225 [==============================] - 0s 833us/step - loss: 0.4011 - accuracy: 0.8364
Epoch 86/100
225/225 [==============================] - 0s 765us/step - loss: 0.4010 - accuracy: 0.8353
Epoch 87/100
225/225 [==============================] - 0s 762us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 88/100
225/225 [==============================] - 0s 762us/step - loss: 0.4012 - accuracy: 0.8354
Epoch 89/100
225/225 [==============================] - 0s 777us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 90/100
225/225 [==============================] - 0s 759us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 91/100
225/225 [==============================] - 0s 775us/step - loss: 0.4010 - accuracy: 0.8369
Epoch 92/100
225/225 [==============================] - 0s 769us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 93/100
225/225 [==============================] - 0s 762us/step - loss: 0.4005 - accuracy: 0.8361
Epoch 94/100
225/225 [==============================] - 0s 774us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 95/100
225/225 [==============================] - 0s 759us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 96/100
225/225 [==============================] - 0s 760us/step - loss: 0.4007 - accuracy: 0.8364
Epoch 97/100
225/225 [==============================] - 0s 857us/step - loss: 0.4007 - accuracy: 0.8371
Epoch 98/100
225/225 [==============================] - 0s 778us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 99/100
225/225 [==============================] - 0s 771us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 100/100
225/225 [==============================] - 0s 770us/step - loss: 0.4005 - accuracy: 0.8360
Epoch 1/100
225/225 [==============================] - 0s 783us/step - loss: 0.5928 - accuracy: 0.7982
Epoch 2/100
225/225 [==============================] - 0s 786us/step - loss: 0.4431 - accuracy: 0.7986
Epoch 3/100
225/225 [==============================] - 0s 777us/step - loss: 0.4349 - accuracy: 0.7986
Epoch 4/100
225/225 [==============================] - 0s 787us/step - loss: 0.4323 - accuracy: 0.7986
Epoch 5/100
225/225 [==============================] - 0s 781us/step - loss: 0.4310 - accuracy: 0.7986
Epoch 6/100
225/225 [==============================] - 0s 829us/step - loss: 0.4300 - accuracy: 0.7986
Epoch 7/100
225/225 [==============================] - 0s 792us/step - loss: 0.4293 - accuracy: 0.7986
Epoch 8/100
225/225 [==============================] - 0s 786us/step - loss: 0.4286 - accuracy: 0.7986
Epoch 9/100
225/225 [==============================] - 0s 796us/step - loss: 0.4281 - accuracy: 0.7986
Epoch 10/100
225/225 [==============================] - 0s 782us/step - loss: 0.4273 - accuracy: 0.7986
Epoch 11/100
225/225 [==============================] - 0s 799us/step - loss: 0.4257 - accuracy: 0.7986
Epoch 12/100
225/225 [==============================] - 0s 801us/step - loss: 0.4237 - accuracy: 0.7997
Epoch 13/100
225/225 [==============================] - 0s 827us/step - loss: 0.4215 - accuracy: 0.8110
Epoch 14/100
225/225 [==============================] - 0s 746us/step - loss: 0.4198 - accuracy: 0.8208
Epoch 15/100
225/225 [==============================] - 0s 751us/step - loss: 0.4181 - accuracy: 0.8236
Epoch 16/100
225/225 [==============================] - 0s 745us/step - loss: 0.4166 - accuracy: 0.8269
Epoch 17/100
225/225 [==============================] - 0s 775us/step - loss: 0.4146 - accuracy: 0.8278
Epoch 18/100
225/225 [==============================] - 0s 756us/step - loss: 0.4139 - accuracy: 0.8296
Epoch 19/100
225/225 [==============================] - 0s 750us/step - loss: 0.4128 - accuracy: 0.8296
Epoch 20/100
225/225 [==============================] - 0s 748us/step - loss: 0.4116 - accuracy: 0.8308
Epoch 21/100
225/225 [==============================] - 0s 752us/step - loss: 0.4106 - accuracy: 0.8318
Epoch 22/100
225/225 [==============================] - 0s 747us/step - loss: 0.4099 - accuracy: 0.8319
Epoch 23/100
225/225 [==============================] - 0s 795us/step - loss: 0.4090 - accuracy: 0.8344
Epoch 24/100
225/225 [==============================] - 0s 770us/step - loss: 0.4082 - accuracy: 0.8342
Epoch 25/100
225/225 [==============================] - 0s 754us/step - loss: 0.4076 - accuracy: 0.8368
Epoch 26/100
225/225 [==============================] - 0s 747us/step - loss: 0.4069 - accuracy: 0.8353
Epoch 27/100
225/225 [==============================] - 0s 753us/step - loss: 0.4067 - accuracy: 0.8361
Epoch 28/100
225/225 [==============================] - 0s 748us/step - loss: 0.4059 - accuracy: 0.8357
Epoch 29/100
225/225 [==============================] - 0s 786us/step - loss: 0.4056 - accuracy: 0.8374
Epoch 30/100
225/225 [==============================] - 0s 761us/step - loss: 0.4049 - accuracy: 0.8365
Epoch 31/100
225/225 [==============================] - 0s 756us/step - loss: 0.4046 - accuracy: 0.8372
Epoch 32/100
225/225 [==============================] - 0s 753us/step - loss: 0.4041 - accuracy: 0.8381
Epoch 33/100
225/225 [==============================] - 0s 748us/step - loss: 0.4039 - accuracy: 0.8381
Epoch 34/100
225/225 [==============================] - 0s 767us/step - loss: 0.4031 - accuracy: 0.8381
Epoch 35/100
225/225 [==============================] - 0s 755us/step - loss: 0.4031 - accuracy: 0.8374
Epoch 36/100
225/225 [==============================] - 0s 797us/step - loss: 0.4026 - accuracy: 0.8390
Epoch 37/100
225/225 [==============================] - 0s 757us/step - loss: 0.4024 - accuracy: 0.8376
Epoch 38/100
225/225 [==============================] - 0s 754us/step - loss: 0.4021 - accuracy: 0.8390
Epoch 39/100
225/225 [==============================] - 0s 745us/step - loss: 0.4018 - accuracy: 0.8399
Epoch 40/100
225/225 [==============================] - 0s 859us/step - loss: 0.4017 - accuracy: 0.8381
Epoch 41/100
225/225 [==============================] - 0s 759us/step - loss: 0.4013 - accuracy: 0.8386
Epoch 42/100
225/225 [==============================] - 0s 745us/step - loss: 0.4009 - accuracy: 0.8399
Epoch 43/100
225/225 [==============================] - 0s 736us/step - loss: 0.4005 - accuracy: 0.8401
Epoch 44/100
225/225 [==============================] - 0s 756us/step - loss: 0.4003 - accuracy: 0.8392
Epoch 45/100
225/225 [==============================] - 0s 747us/step - loss: 0.4000 - accuracy: 0.8390
Epoch 46/100
225/225 [==============================] - 0s 798us/step - loss: 0.3994 - accuracy: 0.8392
Epoch 47/100
225/225 [==============================] - 0s 762us/step - loss: 0.3989 - accuracy: 0.8388
Epoch 48/100
225/225 [==============================] - 0s 750us/step - loss: 0.3991 - accuracy: 0.8406
Epoch 49/100
225/225 [==============================] - 0s 742us/step - loss: 0.3990 - accuracy: 0.8389
Epoch 50/100
225/225 [==============================] - 0s 759us/step - loss: 0.3986 - accuracy: 0.8399
Epoch 51/100
225/225 [==============================] - 0s 784us/step - loss: 0.3982 - accuracy: 0.8397
Epoch 52/100
225/225 [==============================] - 0s 786us/step - loss: 0.3982 - accuracy: 0.8381
Epoch 53/100
225/225 [==============================] - 0s 762us/step - loss: 0.3981 - accuracy: 0.8392
Epoch 54/100
225/225 [==============================] - 0s 752us/step - loss: 0.3979 - accuracy: 0.8401
Epoch 55/100
225/225 [==============================] - 0s 761us/step - loss: 0.3981 - accuracy: 0.8389
Epoch 56/100
225/225 [==============================] - 0s 749us/step - loss: 0.3979 - accuracy: 0.8389
Epoch 57/100
225/225 [==============================] - 0s 753us/step - loss: 0.3976 - accuracy: 0.8417
Epoch 58/100
225/225 [==============================] - 0s 741us/step - loss: 0.3978 - accuracy: 0.8393
Epoch 59/100
225/225 [==============================] - 0s 750us/step - loss: 0.3975 - accuracy: 0.8393
Epoch 60/100
225/225 [==============================] - 0s 776us/step - loss: 0.3975 - accuracy: 0.8389
Epoch 61/100
225/225 [==============================] - 0s 746us/step - loss: 0.3970 - accuracy: 0.8393
Epoch 62/100
225/225 [==============================] - 0s 745us/step - loss: 0.3971 - accuracy: 0.8389
Epoch 63/100
225/225 [==============================] - 0s 754us/step - loss: 0.3971 - accuracy: 0.8399
Epoch 64/100
225/225 [==============================] - 0s 763us/step - loss: 0.3970 - accuracy: 0.8397
Epoch 65/100
225/225 [==============================] - 0s 741us/step - loss: 0.3973 - accuracy: 0.8396
Epoch 66/100
225/225 [==============================] - 0s 737us/step - loss: 0.3966 - accuracy: 0.8393
Epoch 67/100
225/225 [==============================] - 0s 749us/step - loss: 0.3969 - accuracy: 0.8399
Epoch 68/100
225/225 [==============================] - 0s 754us/step - loss: 0.3968 - accuracy: 0.8388
Epoch 69/100
225/225 [==============================] - 0s 754us/step - loss: 0.3969 - accuracy: 0.8399
Epoch 70/100
225/225 [==============================] - 0s 752us/step - loss: 0.3967 - accuracy: 0.8399
Epoch 71/100
225/225 [==============================] - 0s 740us/step - loss: 0.3966 - accuracy: 0.8399
Epoch 72/100
225/225 [==============================] - 0s 739us/step - loss: 0.3966 - accuracy: 0.8396
Epoch 73/100
225/225 [==============================] - 0s 755us/step - loss: 0.3967 - accuracy: 0.8400
Epoch 74/100
225/225 [==============================] - 0s 752us/step - loss: 0.3965 - accuracy: 0.8396
Epoch 75/100
225/225 [==============================] - 0s 760us/step - loss: 0.3966 - accuracy: 0.8404
Epoch 76/100
225/225 [==============================] - 0s 756us/step - loss: 0.3962 - accuracy: 0.8403
Epoch 77/100
225/225 [==============================] - 0s 742us/step - loss: 0.3963 - accuracy: 0.8401
Epoch 78/100
225/225 [==============================] - 0s 742us/step - loss: 0.3964 - accuracy: 0.8408
Epoch 79/100
225/225 [==============================] - 0s 755us/step - loss: 0.3961 - accuracy: 0.8396
Epoch 80/100
225/225 [==============================] - 0s 959us/step - loss: 0.3962 - accuracy: 0.8404
Epoch 81/100
225/225 [==============================] - 0s 749us/step - loss: 0.3966 - accuracy: 0.8389
Epoch 82/100
225/225 [==============================] - 0s 747us/step - loss: 0.3963 - accuracy: 0.8394
Epoch 83/100
225/225 [==============================] - 0s 741us/step - loss: 0.3962 - accuracy: 0.8394
Epoch 84/100
225/225 [==============================] - 0s 737us/step - loss: 0.3961 - accuracy: 0.8379
Epoch 85/100
225/225 [==============================] - 0s 748us/step - loss: 0.3963 - accuracy: 0.8411
Epoch 86/100
225/225 [==============================] - 0s 749us/step - loss: 0.3961 - accuracy: 0.8401
Epoch 87/100
225/225 [==============================] - 0s 754us/step - loss: 0.3961 - accuracy: 0.8393
Epoch 88/100
225/225 [==============================] - 0s 749us/step - loss: 0.3963 - accuracy: 0.8393
Epoch 89/100
225/225 [==============================] - 0s 743us/step - loss: 0.3963 - accuracy: 0.8379
Epoch 90/100
225/225 [==============================] - 0s 741us/step - loss: 0.3961 - accuracy: 0.8392
Epoch 91/100
225/225 [==============================] - 0s 750us/step - loss: 0.3959 - accuracy: 0.8388
Epoch 92/100
225/225 [==============================] - 0s 756us/step - loss: 0.3960 - accuracy: 0.8403
Epoch 93/100
225/225 [==============================] - 0s 765us/step - loss: 0.3960 - accuracy: 0.8390
Epoch 94/100
225/225 [==============================] - 0s 787us/step - loss: 0.3960 - accuracy: 0.8404
Epoch 95/100
225/225 [==============================] - 0s 866us/step - loss: 0.3957 - accuracy: 0.8406
Epoch 96/100
225/225 [==============================] - 0s 764us/step - loss: 0.3957 - accuracy: 0.8394
Epoch 97/100
225/225 [==============================] - 0s 862us/step - loss: 0.3960 - accuracy: 0.8400
Epoch 98/100
225/225 [==============================] - 0s 752us/step - loss: 0.3955 - accuracy: 0.8399
Epoch 99/100
225/225 [==============================] - 0s 769us/step - loss: 0.3960 - accuracy: 0.8392
Epoch 100/100
225/225 [==============================] - 0s 742us/step - loss: 0.3961 - accuracy: 0.8392
Epoch 1/100
225/225 [==============================] - 0s 803us/step - loss: 0.5997 - accuracy: 0.7978
Epoch 2/100
225/225 [==============================] - 0s 820us/step - loss: 0.4413 - accuracy: 0.7978
Epoch 3/100
225/225 [==============================] - 0s 787us/step - loss: 0.4330 - accuracy: 0.7978
Epoch 4/100
225/225 [==============================] - 0s 788us/step - loss: 0.4304 - accuracy: 0.7978
Epoch 5/100
225/225 [==============================] - 0s 787us/step - loss: 0.4286 - accuracy: 0.7978
Epoch 6/100
225/225 [==============================] - 0s 826us/step - loss: 0.4267 - accuracy: 0.7978
Epoch 7/100
225/225 [==============================] - 0s 789us/step - loss: 0.4249 - accuracy: 0.7978
Epoch 8/100
225/225 [==============================] - 0s 800us/step - loss: 0.4227 - accuracy: 0.7978
Epoch 9/100
225/225 [==============================] - 0s 790us/step - loss: 0.4203 - accuracy: 0.7978
Epoch 10/100
225/225 [==============================] - 0s 801us/step - loss: 0.4182 - accuracy: 0.8169
Epoch 11/100
225/225 [==============================] - 0s 798us/step - loss: 0.4167 - accuracy: 0.8218
Epoch 12/100
225/225 [==============================] - 0s 824us/step - loss: 0.4158 - accuracy: 0.8238
Epoch 13/100
225/225 [==============================] - 0s 800us/step - loss: 0.4146 - accuracy: 0.8261
Epoch 14/100
225/225 [==============================] - 0s 791us/step - loss: 0.4135 - accuracy: 0.8264
Epoch 15/100
225/225 [==============================] - 0s 780us/step - loss: 0.4125 - accuracy: 0.8296
Epoch 16/100
225/225 [==============================] - 0s 797us/step - loss: 0.4116 - accuracy: 0.8311
Epoch 17/100
225/225 [==============================] - 0s 828us/step - loss: 0.4110 - accuracy: 0.8311
Epoch 18/100
225/225 [==============================] - 0s 800us/step - loss: 0.4104 - accuracy: 0.8317
Epoch 19/100
225/225 [==============================] - 0s 803us/step - loss: 0.4097 - accuracy: 0.8342
Epoch 20/100
225/225 [==============================] - 0s 788us/step - loss: 0.4088 - accuracy: 0.8357
Epoch 21/100
225/225 [==============================] - 0s 786us/step - loss: 0.4083 - accuracy: 0.8353
Epoch 22/100
225/225 [==============================] - 0s 805us/step - loss: 0.4074 - accuracy: 0.8360
Epoch 23/100
225/225 [==============================] - 0s 841us/step - loss: 0.4074 - accuracy: 0.8364
Epoch 24/100
225/225 [==============================] - 0s 823us/step - loss: 0.4067 - accuracy: 0.8363
Epoch 25/100
225/225 [==============================] - 0s 796us/step - loss: 0.4061 - accuracy: 0.8354
Epoch 26/100
225/225 [==============================] - 0s 783us/step - loss: 0.4054 - accuracy: 0.8361
Epoch 27/100
225/225 [==============================] - 0s 796us/step - loss: 0.4052 - accuracy: 0.8363
Epoch 28/100
225/225 [==============================] - 0s 801us/step - loss: 0.4048 - accuracy: 0.8367
Epoch 29/100
225/225 [==============================] - 0s 797us/step - loss: 0.4042 - accuracy: 0.8364
Epoch 30/100
225/225 [==============================] - 0s 833us/step - loss: 0.4039 - accuracy: 0.8363
Epoch 31/100
225/225 [==============================] - 0s 783us/step - loss: 0.4035 - accuracy: 0.8372
Epoch 32/100
225/225 [==============================] - 0s 789us/step - loss: 0.4033 - accuracy: 0.8375
Epoch 33/100
225/225 [==============================] - 0s 797us/step - loss: 0.4027 - accuracy: 0.8360
Epoch 34/100
225/225 [==============================] - 0s 833us/step - loss: 0.4022 - accuracy: 0.8382
Epoch 35/100
225/225 [==============================] - 0s 793us/step - loss: 0.4022 - accuracy: 0.8369
Epoch 36/100
225/225 [==============================] - 0s 788us/step - loss: 0.4019 - accuracy: 0.8371
Epoch 37/100
225/225 [==============================] - 0s 786us/step - loss: 0.4014 - accuracy: 0.8375
Epoch 38/100
225/225 [==============================] - 0s 805us/step - loss: 0.4014 - accuracy: 0.8367
Epoch 39/100
225/225 [==============================] - 0s 843us/step - loss: 0.4011 - accuracy: 0.8376
Epoch 40/100
225/225 [==============================] - 0s 793us/step - loss: 0.4008 - accuracy: 0.8376
Epoch 41/100
225/225 [==============================] - 0s 794us/step - loss: 0.4008 - accuracy: 0.8376
Epoch 42/100
225/225 [==============================] - 0s 790us/step - loss: 0.3998 - accuracy: 0.8374
Epoch 43/100
225/225 [==============================] - 0s 790us/step - loss: 0.4003 - accuracy: 0.8369
Epoch 44/100
225/225 [==============================] - 0s 795us/step - loss: 0.3999 - accuracy: 0.8374
Epoch 45/100
225/225 [==============================] - 0s 809us/step - loss: 0.3998 - accuracy: 0.8375
Epoch 46/100
225/225 [==============================] - 0s 843us/step - loss: 0.3995 - accuracy: 0.8375
Epoch 47/100
225/225 [==============================] - 0s 794us/step - loss: 0.3995 - accuracy: 0.8378
Epoch 48/100
225/225 [==============================] - 0s 784us/step - loss: 0.3990 - accuracy: 0.8382
Epoch 49/100
225/225 [==============================] - 0s 790us/step - loss: 0.3990 - accuracy: 0.8372
Epoch 50/100
225/225 [==============================] - 0s 938us/step - loss: 0.3988 - accuracy: 0.8388
Epoch 51/100
225/225 [==============================] - 0s 884us/step - loss: 0.3988 - accuracy: 0.8371
Epoch 52/100
225/225 [==============================] - 0s 764us/step - loss: 0.3987 - accuracy: 0.8383
Epoch 53/100
225/225 [==============================] - 0s 753us/step - loss: 0.3984 - accuracy: 0.8388
Epoch 54/100
225/225 [==============================] - 0s 751us/step - loss: 0.3978 - accuracy: 0.8393
Epoch 55/100
225/225 [==============================] - 0s 806us/step - loss: 0.3980 - accuracy: 0.8381
Epoch 56/100
225/225 [==============================] - 0s 754us/step - loss: 0.3978 - accuracy: 0.8381
Epoch 57/100
225/225 [==============================] - 0s 758us/step - loss: 0.3976 - accuracy: 0.8389
Epoch 58/100
225/225 [==============================] - 0s 756us/step - loss: 0.3975 - accuracy: 0.8378
Epoch 59/100
225/225 [==============================] - 0s 750us/step - loss: 0.3974 - accuracy: 0.8385
Epoch 60/100
225/225 [==============================] - 0s 754us/step - loss: 0.3974 - accuracy: 0.8390
Epoch 61/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3972 - accuracy: 0.8392
Epoch 62/100
225/225 [==============================] - 0s 949us/step - loss: 0.3973 - accuracy: 0.8389
Epoch 63/100
225/225 [==============================] - 0s 769us/step - loss: 0.3968 - accuracy: 0.8388
Epoch 64/100
225/225 [==============================] - 0s 781us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 65/100
225/225 [==============================] - 0s 781us/step - loss: 0.3963 - accuracy: 0.8393
Epoch 66/100
225/225 [==============================] - 0s 770us/step - loss: 0.3967 - accuracy: 0.8388
Epoch 67/100
225/225 [==============================] - 0s 913us/step - loss: 0.3967 - accuracy: 0.8383
Epoch 68/100
225/225 [==============================] - 0s 807us/step - loss: 0.3964 - accuracy: 0.8383
Epoch 69/100
225/225 [==============================] - 0s 775us/step - loss: 0.3967 - accuracy: 0.8381
Epoch 70/100
225/225 [==============================] - 0s 765us/step - loss: 0.3964 - accuracy: 0.8389
Epoch 71/100
225/225 [==============================] - 0s 772us/step - loss: 0.3961 - accuracy: 0.8390
Epoch 72/100
225/225 [==============================] - 0s 759us/step - loss: 0.3961 - accuracy: 0.8401
Epoch 73/100
225/225 [==============================] - 0s 834us/step - loss: 0.3959 - accuracy: 0.8376
Epoch 74/100
225/225 [==============================] - 0s 772us/step - loss: 0.3958 - accuracy: 0.8379
Epoch 75/100
225/225 [==============================] - 0s 764us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 76/100
225/225 [==============================] - 0s 775us/step - loss: 0.3956 - accuracy: 0.8386
Epoch 77/100
225/225 [==============================] - 0s 803us/step - loss: 0.3955 - accuracy: 0.8385
Epoch 78/100
225/225 [==============================] - 0s 766us/step - loss: 0.3954 - accuracy: 0.8386
Epoch 79/100
225/225 [==============================] - 0s 828us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 80/100
225/225 [==============================] - 0s 766us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 81/100
225/225 [==============================] - 0s 768us/step - loss: 0.3954 - accuracy: 0.8385
Epoch 82/100
225/225 [==============================] - 0s 790us/step - loss: 0.3951 - accuracy: 0.8400
Epoch 83/100
225/225 [==============================] - 0s 789us/step - loss: 0.3951 - accuracy: 0.8393
Epoch 84/100
225/225 [==============================] - 0s 764us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 85/100
225/225 [==============================] - 0s 781us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 86/100
225/225 [==============================] - 0s 765us/step - loss: 0.3948 - accuracy: 0.8400
Epoch 87/100
225/225 [==============================] - 0s 770us/step - loss: 0.3946 - accuracy: 0.8386
Epoch 88/100
225/225 [==============================] - 0s 803us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 89/100
225/225 [==============================] - 0s 797us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 90/100
225/225 [==============================] - 0s 779us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 91/100
225/225 [==============================] - 0s 771us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 92/100
225/225 [==============================] - 0s 775us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 93/100
225/225 [==============================] - 0s 778us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 94/100
225/225 [==============================] - 0s 790us/step - loss: 0.3939 - accuracy: 0.8394
Epoch 95/100
225/225 [==============================] - 0s 779us/step - loss: 0.3942 - accuracy: 0.8401
Epoch 96/100
225/225 [==============================] - 0s 795us/step - loss: 0.3940 - accuracy: 0.8388
Epoch 97/100
225/225 [==============================] - 0s 766us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 98/100
225/225 [==============================] - 0s 761us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 99/100
225/225 [==============================] - 0s 781us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 100/100
225/225 [==============================] - 0s 788us/step - loss: 0.3938 - accuracy: 0.8382
Epoch 1/100
225/225 [==============================] - 0s 783us/step - loss: 0.6280 - accuracy: 0.7917
Epoch 2/100
225/225 [==============================] - 0s 794us/step - loss: 0.4553 - accuracy: 0.7940
Epoch 3/100
225/225 [==============================] - 0s 836us/step - loss: 0.4288 - accuracy: 0.8060
Epoch 4/100
225/225 [==============================] - 0s 789us/step - loss: 0.4216 - accuracy: 0.8188
Epoch 5/100
225/225 [==============================] - 0s 805us/step - loss: 0.4163 - accuracy: 0.8211
Epoch 6/100
225/225 [==============================] - 0s 793us/step - loss: 0.4112 - accuracy: 0.8218
Epoch 7/100
225/225 [==============================] - 0s 788us/step - loss: 0.4062 - accuracy: 0.8246
Epoch 8/100
225/225 [==============================] - 0s 800us/step - loss: 0.4017 - accuracy: 0.8257
Epoch 9/100
225/225 [==============================] - 0s 851us/step - loss: 0.3977 - accuracy: 0.8253
Epoch 10/100
225/225 [==============================] - 0s 789us/step - loss: 0.3937 - accuracy: 0.8288
Epoch 11/100
225/225 [==============================] - 0s 803us/step - loss: 0.3902 - accuracy: 0.8274
Epoch 12/100
225/225 [==============================] - 0s 791us/step - loss: 0.3873 - accuracy: 0.8267
Epoch 13/100
225/225 [==============================] - 0s 800us/step - loss: 0.3843 - accuracy: 0.8282
Epoch 14/100
225/225 [==============================] - 0s 810us/step - loss: 0.3819 - accuracy: 0.8315
Epoch 15/100
225/225 [==============================] - 0s 799us/step - loss: 0.3792 - accuracy: 0.8388
Epoch 16/100
225/225 [==============================] - 0s 813us/step - loss: 0.3770 - accuracy: 0.8418
Epoch 17/100
225/225 [==============================] - 0s 782us/step - loss: 0.3746 - accuracy: 0.8432
Epoch 18/100
225/225 [==============================] - 0s 780us/step - loss: 0.3734 - accuracy: 0.8451
Epoch 19/100
225/225 [==============================] - 0s 842us/step - loss: 0.3711 - accuracy: 0.8458
Epoch 20/100
225/225 [==============================] - 0s 792us/step - loss: 0.3695 - accuracy: 0.8476
Epoch 21/100
225/225 [==============================] - 0s 791us/step - loss: 0.3689 - accuracy: 0.8485
Epoch 22/100
225/225 [==============================] - 0s 804us/step - loss: 0.3672 - accuracy: 0.8496
Epoch 23/100
225/225 [==============================] - 0s 785us/step - loss: 0.3660 - accuracy: 0.8489
Epoch 24/100
225/225 [==============================] - 0s 797us/step - loss: 0.3649 - accuracy: 0.8481
Epoch 25/100
225/225 [==============================] - 0s 828us/step - loss: 0.3642 - accuracy: 0.8506
Epoch 26/100
225/225 [==============================] - 0s 788us/step - loss: 0.3620 - accuracy: 0.8490
Epoch 27/100
225/225 [==============================] - 0s 794us/step - loss: 0.3620 - accuracy: 0.8514
Epoch 28/100
225/225 [==============================] - 0s 787us/step - loss: 0.3608 - accuracy: 0.8500
Epoch 29/100
225/225 [==============================] - 0s 794us/step - loss: 0.3605 - accuracy: 0.8529
Epoch 30/100
225/225 [==============================] - 0s 815us/step - loss: 0.3584 - accuracy: 0.8528
Epoch 31/100
225/225 [==============================] - 0s 784us/step - loss: 0.3575 - accuracy: 0.8546
Epoch 32/100
225/225 [==============================] - 0s 790us/step - loss: 0.3572 - accuracy: 0.8558
Epoch 33/100
225/225 [==============================] - 0s 798us/step - loss: 0.3561 - accuracy: 0.8547
Epoch 34/100
225/225 [==============================] - 0s 787us/step - loss: 0.3550 - accuracy: 0.8544
Epoch 35/100
225/225 [==============================] - 0s 793us/step - loss: 0.3544 - accuracy: 0.8551
Epoch 36/100
225/225 [==============================] - 0s 835us/step - loss: 0.3536 - accuracy: 0.8562
Epoch 37/100
225/225 [==============================] - 0s 790us/step - loss: 0.3540 - accuracy: 0.8547
Epoch 38/100
225/225 [==============================] - 0s 797us/step - loss: 0.3541 - accuracy: 0.8547
Epoch 39/100
225/225 [==============================] - 0s 794us/step - loss: 0.3531 - accuracy: 0.8578
Epoch 40/100
225/225 [==============================] - 0s 793us/step - loss: 0.3523 - accuracy: 0.8558
Epoch 41/100
225/225 [==============================] - 0s 936us/step - loss: 0.3520 - accuracy: 0.8576
Epoch 42/100
225/225 [==============================] - 0s 749us/step - loss: 0.3511 - accuracy: 0.8579
Epoch 43/100
225/225 [==============================] - 0s 754us/step - loss: 0.3515 - accuracy: 0.8583
Epoch 44/100
225/225 [==============================] - 0s 752us/step - loss: 0.3515 - accuracy: 0.8556
Epoch 45/100
225/225 [==============================] - 0s 746us/step - loss: 0.3505 - accuracy: 0.8571
Epoch 46/100
225/225 [==============================] - 0s 749us/step - loss: 0.3511 - accuracy: 0.8592
Epoch 47/100
225/225 [==============================] - 0s 762us/step - loss: 0.3506 - accuracy: 0.8578
Epoch 48/100
225/225 [==============================] - 0s 763us/step - loss: 0.3509 - accuracy: 0.8567
Epoch 49/100
225/225 [==============================] - 0s 751us/step - loss: 0.3498 - accuracy: 0.8553
Epoch 50/100
225/225 [==============================] - 0s 754us/step - loss: 0.3495 - accuracy: 0.8571
Epoch 51/100
225/225 [==============================] - 0s 743us/step - loss: 0.3496 - accuracy: 0.8578
Epoch 52/100
225/225 [==============================] - 0s 755us/step - loss: 0.3496 - accuracy: 0.8565
Epoch 53/100
225/225 [==============================] - 0s 785us/step - loss: 0.3491 - accuracy: 0.8571
Epoch 54/100
225/225 [==============================] - 0s 786us/step - loss: 0.3492 - accuracy: 0.8557
Epoch 55/100
225/225 [==============================] - 0s 756us/step - loss: 0.3485 - accuracy: 0.8575
Epoch 56/100
225/225 [==============================] - 0s 752us/step - loss: 0.3487 - accuracy: 0.8582
Epoch 57/100
225/225 [==============================] - 0s 747us/step - loss: 0.3480 - accuracy: 0.8574
Epoch 58/100
225/225 [==============================] - 0s 756us/step - loss: 0.3488 - accuracy: 0.8582
Epoch 59/100
225/225 [==============================] - 0s 774us/step - loss: 0.3480 - accuracy: 0.8587
Epoch 60/100
225/225 [==============================] - 0s 748us/step - loss: 0.3479 - accuracy: 0.8578
Epoch 61/100
225/225 [==============================] - 0s 753us/step - loss: 0.3476 - accuracy: 0.8594
Epoch 62/100
225/225 [==============================] - 0s 749us/step - loss: 0.3473 - accuracy: 0.8587
Epoch 63/100
225/225 [==============================] - 0s 752us/step - loss: 0.3473 - accuracy: 0.8574
Epoch 64/100
225/225 [==============================] - 0s 772us/step - loss: 0.3469 - accuracy: 0.8586
Epoch 65/100
225/225 [==============================] - 0s 751us/step - loss: 0.3471 - accuracy: 0.8589
Epoch 66/100
225/225 [==============================] - 0s 747us/step - loss: 0.3470 - accuracy: 0.8575
Epoch 67/100
225/225 [==============================] - 0s 755us/step - loss: 0.3465 - accuracy: 0.8596
Epoch 68/100
225/225 [==============================] - 0s 748us/step - loss: 0.3464 - accuracy: 0.8567
Epoch 69/100
225/225 [==============================] - 0s 740us/step - loss: 0.3461 - accuracy: 0.8593
Epoch 70/100
225/225 [==============================] - 0s 794us/step - loss: 0.3456 - accuracy: 0.8575
Epoch 71/100
225/225 [==============================] - 0s 752us/step - loss: 0.3462 - accuracy: 0.8592
Epoch 72/100
225/225 [==============================] - 0s 749us/step - loss: 0.3461 - accuracy: 0.8565
Epoch 73/100
225/225 [==============================] - 0s 748us/step - loss: 0.3452 - accuracy: 0.8575
Epoch 74/100
225/225 [==============================] - 0s 742us/step - loss: 0.3457 - accuracy: 0.8597
Epoch 75/100
225/225 [==============================] - 0s 749us/step - loss: 0.3458 - accuracy: 0.8593
Epoch 76/100
225/225 [==============================] - 0s 797us/step - loss: 0.3452 - accuracy: 0.8582
Epoch 77/100
225/225 [==============================] - 0s 752us/step - loss: 0.3453 - accuracy: 0.8603
Epoch 78/100
225/225 [==============================] - 0s 749us/step - loss: 0.3447 - accuracy: 0.8589
Epoch 79/100
225/225 [==============================] - 0s 750us/step - loss: 0.3448 - accuracy: 0.8583
Epoch 80/100
225/225 [==============================] - 0s 748us/step - loss: 0.3444 - accuracy: 0.8575
Epoch 81/100
225/225 [==============================] - 0s 754us/step - loss: 0.3447 - accuracy: 0.8603
Epoch 82/100
225/225 [==============================] - 0s 796us/step - loss: 0.3440 - accuracy: 0.8576
Epoch 83/100
225/225 [==============================] - 0s 749us/step - loss: 0.3453 - accuracy: 0.8583
Epoch 84/100
225/225 [==============================] - 0s 762us/step - loss: 0.3450 - accuracy: 0.8579
Epoch 85/100
225/225 [==============================] - 0s 748us/step - loss: 0.3444 - accuracy: 0.8600
Epoch 86/100
225/225 [==============================] - 0s 743us/step - loss: 0.3438 - accuracy: 0.8587
Epoch 87/100
225/225 [==============================] - 0s 753us/step - loss: 0.3439 - accuracy: 0.8574
Epoch 88/100
225/225 [==============================] - 0s 795us/step - loss: 0.3441 - accuracy: 0.8571
Epoch 89/100
225/225 [==============================] - 0s 755us/step - loss: 0.3435 - accuracy: 0.8611
Epoch 90/100
225/225 [==============================] - 0s 749us/step - loss: 0.3434 - accuracy: 0.8594
Epoch 91/100
225/225 [==============================] - 0s 743us/step - loss: 0.3434 - accuracy: 0.8582
Epoch 92/100
225/225 [==============================] - 0s 750us/step - loss: 0.3437 - accuracy: 0.8603
Epoch 93/100
225/225 [==============================] - 0s 771us/step - loss: 0.3435 - accuracy: 0.8581
Epoch 94/100
225/225 [==============================] - 0s 740us/step - loss: 0.3427 - accuracy: 0.8610
Epoch 95/100
225/225 [==============================] - 0s 760us/step - loss: 0.3439 - accuracy: 0.8597
Epoch 96/100
225/225 [==============================] - 0s 750us/step - loss: 0.3433 - accuracy: 0.8611
Epoch 97/100
225/225 [==============================] - 0s 741us/step - loss: 0.3434 - accuracy: 0.8617
Epoch 98/100
225/225 [==============================] - 0s 744us/step - loss: 0.3426 - accuracy: 0.8611
Epoch 99/100
225/225 [==============================] - 0s 811us/step - loss: 0.3433 - accuracy: 0.8596
Epoch 100/100
225/225 [==============================] - 0s 747us/step - loss: 0.3433 - accuracy: 0.8589
Epoch 1/100
225/225 [==============================] - 0s 778us/step - loss: 0.6148 - accuracy: 0.7943
Epoch 2/100
225/225 [==============================] - 0s 796us/step - loss: 0.4491 - accuracy: 0.7960
Epoch 3/100
225/225 [==============================] - 0s 837us/step - loss: 0.4350 - accuracy: 0.7960
Epoch 4/100
225/225 [==============================] - 0s 777us/step - loss: 0.4325 - accuracy: 0.7960
Epoch 5/100
225/225 [==============================] - 0s 800us/step - loss: 0.4309 - accuracy: 0.7960
Epoch 6/100
225/225 [==============================] - 0s 782us/step - loss: 0.4297 - accuracy: 0.7960
Epoch 7/100
225/225 [==============================] - 0s 786us/step - loss: 0.4289 - accuracy: 0.7960
Epoch 8/100
225/225 [==============================] - 0s 842us/step - loss: 0.4280 - accuracy: 0.7960
Epoch 9/100
225/225 [==============================] - 0s 810us/step - loss: 0.4265 - accuracy: 0.7960
Epoch 10/100
225/225 [==============================] - 0s 799us/step - loss: 0.4251 - accuracy: 0.7960
Epoch 11/100
225/225 [==============================] - 0s 801us/step - loss: 0.4231 - accuracy: 0.7960
Epoch 12/100
225/225 [==============================] - 0s 796us/step - loss: 0.4206 - accuracy: 0.8112
Epoch 13/100
225/225 [==============================] - 0s 796us/step - loss: 0.4190 - accuracy: 0.8194
Epoch 14/100
225/225 [==============================] - 0s 807us/step - loss: 0.4174 - accuracy: 0.8225
Epoch 15/100
225/225 [==============================] - 0s 800us/step - loss: 0.4160 - accuracy: 0.8263
Epoch 16/100
225/225 [==============================] - 0s 800us/step - loss: 0.4146 - accuracy: 0.8285
Epoch 17/100
225/225 [==============================] - 0s 789us/step - loss: 0.4132 - accuracy: 0.8306
Epoch 18/100
225/225 [==============================] - 0s 785us/step - loss: 0.4122 - accuracy: 0.8328
Epoch 19/100
225/225 [==============================] - 0s 849us/step - loss: 0.4111 - accuracy: 0.8335
Epoch 20/100
225/225 [==============================] - 0s 786us/step - loss: 0.4100 - accuracy: 0.8349
Epoch 21/100
225/225 [==============================] - 0s 790us/step - loss: 0.4093 - accuracy: 0.8342
Epoch 22/100
225/225 [==============================] - 0s 804us/step - loss: 0.4085 - accuracy: 0.8340
Epoch 23/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4077 - accuracy: 0.8339
Epoch 24/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4071 - accuracy: 0.8346
Epoch 25/100
225/225 [==============================] - 0s 824us/step - loss: 0.4065 - accuracy: 0.8360
Epoch 26/100
225/225 [==============================] - 0s 782us/step - loss: 0.4059 - accuracy: 0.8356
Epoch 27/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4052 - accuracy: 0.8357
Epoch 28/100
225/225 [==============================] - 0s 950us/step - loss: 0.4050 - accuracy: 0.8372
Epoch 29/100
225/225 [==============================] - 0s 847us/step - loss: 0.4045 - accuracy: 0.8365
Epoch 30/100
225/225 [==============================] - 0s 867us/step - loss: 0.4039 - accuracy: 0.8378
Epoch 31/100
225/225 [==============================] - 0s 922us/step - loss: 0.4038 - accuracy: 0.8368
Epoch 32/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4030 - accuracy: 0.8369
Epoch 33/100
225/225 [==============================] - 0s 910us/step - loss: 0.4026 - accuracy: 0.8372
Epoch 34/100
225/225 [==============================] - 0s 798us/step - loss: 0.4027 - accuracy: 0.8378
Epoch 35/100
225/225 [==============================] - 0s 857us/step - loss: 0.4020 - accuracy: 0.8381
Epoch 36/100
225/225 [==============================] - 0s 819us/step - loss: 0.4013 - accuracy: 0.8378
Epoch 37/100
225/225 [==============================] - 0s 797us/step - loss: 0.4019 - accuracy: 0.8381
Epoch 38/100
225/225 [==============================] - 0s 819us/step - loss: 0.4011 - accuracy: 0.8378
Epoch 39/100
225/225 [==============================] - 0s 776us/step - loss: 0.4008 - accuracy: 0.8378
Epoch 40/100
225/225 [==============================] - 0s 937us/step - loss: 0.4007 - accuracy: 0.8385
Epoch 41/100
225/225 [==============================] - 0s 755us/step - loss: 0.4005 - accuracy: 0.8388
Epoch 42/100
225/225 [==============================] - 0s 816us/step - loss: 0.4002 - accuracy: 0.8375
Epoch 43/100
225/225 [==============================] - 0s 771us/step - loss: 0.3998 - accuracy: 0.8382
Epoch 44/100
225/225 [==============================] - 0s 796us/step - loss: 0.3998 - accuracy: 0.8385
Epoch 45/100
225/225 [==============================] - 0s 764us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 46/100
225/225 [==============================] - 0s 776us/step - loss: 0.3993 - accuracy: 0.8382
Epoch 47/100
225/225 [==============================] - 0s 764us/step - loss: 0.3991 - accuracy: 0.8392
Epoch 48/100
225/225 [==============================] - 0s 764us/step - loss: 0.3988 - accuracy: 0.8379
Epoch 49/100
225/225 [==============================] - 0s 778us/step - loss: 0.3987 - accuracy: 0.8389
Epoch 50/100
225/225 [==============================] - 0s 825us/step - loss: 0.3985 - accuracy: 0.8388
Epoch 51/100
225/225 [==============================] - 0s 836us/step - loss: 0.3981 - accuracy: 0.8379
Epoch 52/100
225/225 [==============================] - 0s 772us/step - loss: 0.3984 - accuracy: 0.8383
Epoch 53/100
225/225 [==============================] - 0s 781us/step - loss: 0.3976 - accuracy: 0.8378
Epoch 54/100
225/225 [==============================] - 0s 888us/step - loss: 0.3981 - accuracy: 0.8383
Epoch 55/100
225/225 [==============================] - 0s 868us/step - loss: 0.3977 - accuracy: 0.8378
Epoch 56/100
225/225 [==============================] - 0s 880us/step - loss: 0.3976 - accuracy: 0.8385
Epoch 57/100
225/225 [==============================] - 0s 855us/step - loss: 0.3975 - accuracy: 0.8376
Epoch 58/100
225/225 [==============================] - 0s 835us/step - loss: 0.3975 - accuracy: 0.8385
Epoch 59/100
225/225 [==============================] - 0s 785us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 60/100
225/225 [==============================] - 0s 827us/step - loss: 0.3972 - accuracy: 0.8386
Epoch 61/100
225/225 [==============================] - 0s 764us/step - loss: 0.3970 - accuracy: 0.8374
Epoch 62/100
225/225 [==============================] - 0s 764us/step - loss: 0.3969 - accuracy: 0.8368
Epoch 63/100
225/225 [==============================] - 0s 768us/step - loss: 0.3968 - accuracy: 0.8378
Epoch 64/100
225/225 [==============================] - 0s 766us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 65/100
225/225 [==============================] - 0s 784us/step - loss: 0.3967 - accuracy: 0.8376
Epoch 66/100
225/225 [==============================] - 0s 775us/step - loss: 0.3966 - accuracy: 0.8367
Epoch 67/100
225/225 [==============================] - 0s 767us/step - loss: 0.3967 - accuracy: 0.8382
Epoch 68/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8382
Epoch 69/100
225/225 [==============================] - 0s 765us/step - loss: 0.3964 - accuracy: 0.8378
Epoch 70/100
225/225 [==============================] - 0s 806us/step - loss: 0.3961 - accuracy: 0.8388
Epoch 71/100
225/225 [==============================] - 0s 770us/step - loss: 0.3959 - accuracy: 0.8382
Epoch 72/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3961 - accuracy: 0.8381
Epoch 73/100
225/225 [==============================] - 0s 760us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 74/100
225/225 [==============================] - 0s 768us/step - loss: 0.3958 - accuracy: 0.8371
Epoch 75/100
225/225 [==============================] - 0s 833us/step - loss: 0.3955 - accuracy: 0.8379
Epoch 76/100
225/225 [==============================] - 0s 765us/step - loss: 0.3955 - accuracy: 0.8378
Epoch 77/100
225/225 [==============================] - 0s 779us/step - loss: 0.3957 - accuracy: 0.8383
Epoch 78/100
225/225 [==============================] - 0s 811us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 79/100
225/225 [==============================] - 0s 822us/step - loss: 0.3955 - accuracy: 0.8385
Epoch 80/100
225/225 [==============================] - 0s 860us/step - loss: 0.3954 - accuracy: 0.8381
Epoch 81/100
225/225 [==============================] - 0s 855us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 82/100
225/225 [==============================] - 0s 879us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 83/100
225/225 [==============================] - 0s 857us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 84/100
225/225 [==============================] - 0s 796us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 85/100
225/225 [==============================] - 0s 767us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 86/100
225/225 [==============================] - 0s 802us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 87/100
225/225 [==============================] - 0s 759us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 88/100
225/225 [==============================] - 0s 778us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 89/100
225/225 [==============================] - 0s 769us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 90/100
225/225 [==============================] - 0s 776us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 91/100
225/225 [==============================] - 0s 780us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 92/100
225/225 [==============================] - 0s 765us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 93/100
225/225 [==============================] - 0s 757us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 94/100
225/225 [==============================] - 0s 768us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 95/100
225/225 [==============================] - 0s 760us/step - loss: 0.3942 - accuracy: 0.8383
Epoch 96/100
225/225 [==============================] - 0s 764us/step - loss: 0.3943 - accuracy: 0.8375
Epoch 97/100
225/225 [==============================] - 0s 807us/step - loss: 0.3942 - accuracy: 0.8382
Epoch 98/100
225/225 [==============================] - 0s 766us/step - loss: 0.3939 - accuracy: 0.8386
Epoch 99/100
225/225 [==============================] - 0s 764us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 100/100
225/225 [==============================] - 0s 786us/step - loss: 0.3940 - accuracy: 0.8396
Epoch 1/100
225/225 [==============================] - 0s 784us/step - loss: 0.5942 - accuracy: 0.7953
Epoch 2/100
225/225 [==============================] - 0s 774us/step - loss: 0.4436 - accuracy: 0.7953
Epoch 3/100
225/225 [==============================] - 0s 771us/step - loss: 0.4365 - accuracy: 0.7953
Epoch 4/100
225/225 [==============================] - 0s 796us/step - loss: 0.4337 - accuracy: 0.7953
Epoch 5/100
225/225 [==============================] - 0s 790us/step - loss: 0.4318 - accuracy: 0.7953
Epoch 6/100
225/225 [==============================] - 0s 823us/step - loss: 0.4297 - accuracy: 0.7953
Epoch 7/100
225/225 [==============================] - 0s 778us/step - loss: 0.4278 - accuracy: 0.7953
Epoch 8/100
225/225 [==============================] - 0s 780us/step - loss: 0.4256 - accuracy: 0.7964
Epoch 9/100
225/225 [==============================] - 0s 794us/step - loss: 0.4237 - accuracy: 0.8163
Epoch 10/100
225/225 [==============================] - 0s 780us/step - loss: 0.4221 - accuracy: 0.8224
Epoch 11/100
225/225 [==============================] - 0s 816us/step - loss: 0.4209 - accuracy: 0.8231
Epoch 12/100
225/225 [==============================] - 0s 824us/step - loss: 0.4194 - accuracy: 0.8249
Epoch 13/100
225/225 [==============================] - 0s 780us/step - loss: 0.4182 - accuracy: 0.8265
Epoch 14/100
225/225 [==============================] - 0s 794us/step - loss: 0.4175 - accuracy: 0.8282
Epoch 15/100
225/225 [==============================] - 0s 776us/step - loss: 0.4163 - accuracy: 0.8292
Epoch 16/100
225/225 [==============================] - 0s 789us/step - loss: 0.4158 - accuracy: 0.8306
Epoch 17/100
225/225 [==============================] - 0s 838us/step - loss: 0.4150 - accuracy: 0.8308
Epoch 18/100
225/225 [==============================] - 0s 784us/step - loss: 0.4145 - accuracy: 0.8308
Epoch 19/100
225/225 [==============================] - 0s 780us/step - loss: 0.4137 - accuracy: 0.8321
Epoch 20/100
225/225 [==============================] - 0s 788us/step - loss: 0.4129 - accuracy: 0.8328
Epoch 21/100
225/225 [==============================] - 0s 776us/step - loss: 0.4122 - accuracy: 0.8310
Epoch 22/100
225/225 [==============================] - 0s 789us/step - loss: 0.4113 - accuracy: 0.8329
Epoch 23/100
225/225 [==============================] - 0s 800us/step - loss: 0.4107 - accuracy: 0.8332
Epoch 24/100
225/225 [==============================] - 0s 799us/step - loss: 0.4102 - accuracy: 0.8336
Epoch 25/100
225/225 [==============================] - 0s 780us/step - loss: 0.4095 - accuracy: 0.8332
Epoch 26/100
225/225 [==============================] - 0s 796us/step - loss: 0.4088 - accuracy: 0.8347
Epoch 27/100
225/225 [==============================] - 0s 807us/step - loss: 0.4084 - accuracy: 0.8342
Epoch 28/100
225/225 [==============================] - 0s 795us/step - loss: 0.4080 - accuracy: 0.8353
Epoch 29/100
225/225 [==============================] - 0s 781us/step - loss: 0.4072 - accuracy: 0.8351
Epoch 30/100
225/225 [==============================] - 0s 783us/step - loss: 0.4068 - accuracy: 0.8347
Epoch 31/100
225/225 [==============================] - 0s 777us/step - loss: 0.4062 - accuracy: 0.8365
Epoch 32/100
225/225 [==============================] - 0s 780us/step - loss: 0.4057 - accuracy: 0.8364
Epoch 33/100
225/225 [==============================] - 0s 836us/step - loss: 0.4053 - accuracy: 0.8350
Epoch 34/100
225/225 [==============================] - 0s 790us/step - loss: 0.4047 - accuracy: 0.8371
Epoch 35/100
225/225 [==============================] - 0s 780us/step - loss: 0.4045 - accuracy: 0.8369
Epoch 36/100
225/225 [==============================] - 0s 785us/step - loss: 0.4039 - accuracy: 0.8368
Epoch 37/100
225/225 [==============================] - 0s 792us/step - loss: 0.4035 - accuracy: 0.8378
Epoch 38/100
225/225 [==============================] - 0s 787us/step - loss: 0.4033 - accuracy: 0.8369
Epoch 39/100
225/225 [==============================] - 0s 808us/step - loss: 0.4032 - accuracy: 0.8371
Epoch 40/100
225/225 [==============================] - 0s 796us/step - loss: 0.4023 - accuracy: 0.8374
Epoch 41/100
225/225 [==============================] - 0s 784us/step - loss: 0.4027 - accuracy: 0.8363
Epoch 42/100
225/225 [==============================] - 0s 786us/step - loss: 0.4021 - accuracy: 0.8374
Epoch 43/100
225/225 [==============================] - 0s 781us/step - loss: 0.4016 - accuracy: 0.8367
Epoch 44/100
225/225 [==============================] - 0s 839us/step - loss: 0.4012 - accuracy: 0.8378
Epoch 45/100
225/225 [==============================] - 0s 807us/step - loss: 0.4009 - accuracy: 0.8369
Epoch 46/100
225/225 [==============================] - 0s 809us/step - loss: 0.4007 - accuracy: 0.8374
Epoch 47/100
225/225 [==============================] - 0s 783us/step - loss: 0.4006 - accuracy: 0.8371
Epoch 48/100
225/225 [==============================] - 0s 798us/step - loss: 0.4002 - accuracy: 0.8371
Epoch 49/100
225/225 [==============================] - 0s 788us/step - loss: 0.4001 - accuracy: 0.8374
Epoch 50/100
225/225 [==============================] - 0s 829us/step - loss: 0.3998 - accuracy: 0.8382
Epoch 51/100
225/225 [==============================] - 0s 785us/step - loss: 0.3999 - accuracy: 0.8375
Epoch 52/100
225/225 [==============================] - 0s 846us/step - loss: 0.3993 - accuracy: 0.8367
Epoch 53/100
225/225 [==============================] - 0s 786us/step - loss: 0.3992 - accuracy: 0.8369
Epoch 54/100
225/225 [==============================] - 0s 782us/step - loss: 0.3989 - accuracy: 0.8381
Epoch 55/100
225/225 [==============================] - 0s 801us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 56/100
225/225 [==============================] - 0s 792us/step - loss: 0.3988 - accuracy: 0.8369
Epoch 57/100
225/225 [==============================] - 0s 867us/step - loss: 0.3987 - accuracy: 0.8371
Epoch 58/100
225/225 [==============================] - 0s 798us/step - loss: 0.3984 - accuracy: 0.8358
Epoch 59/100
225/225 [==============================] - 0s 741us/step - loss: 0.3980 - accuracy: 0.8376
Epoch 60/100
225/225 [==============================] - 0s 746us/step - loss: 0.3984 - accuracy: 0.8379
Epoch 61/100
225/225 [==============================] - 0s 795us/step - loss: 0.3979 - accuracy: 0.8372
Epoch 62/100
225/225 [==============================] - 0s 742us/step - loss: 0.3978 - accuracy: 0.8376
Epoch 63/100
225/225 [==============================] - 0s 747us/step - loss: 0.3975 - accuracy: 0.8369
Epoch 64/100
225/225 [==============================] - 0s 745us/step - loss: 0.3978 - accuracy: 0.8379
Epoch 65/100
225/225 [==============================] - 0s 794us/step - loss: 0.3974 - accuracy: 0.8376
Epoch 66/100
225/225 [==============================] - 0s 768us/step - loss: 0.3974 - accuracy: 0.8389
Epoch 67/100
225/225 [==============================] - 0s 754us/step - loss: 0.3974 - accuracy: 0.8374
Epoch 68/100
225/225 [==============================] - 0s 777us/step - loss: 0.3972 - accuracy: 0.8375
Epoch 69/100
225/225 [==============================] - 0s 877us/step - loss: 0.3974 - accuracy: 0.8385
Epoch 70/100
225/225 [==============================] - 0s 766us/step - loss: 0.3973 - accuracy: 0.8375
Epoch 71/100
225/225 [==============================] - 0s 752us/step - loss: 0.3973 - accuracy: 0.8378
Epoch 72/100
225/225 [==============================] - 0s 995us/step - loss: 0.3975 - accuracy: 0.8364
Epoch 73/100
225/225 [==============================] - 0s 753us/step - loss: 0.3972 - accuracy: 0.8383
Epoch 74/100
225/225 [==============================] - 0s 748us/step - loss: 0.3969 - accuracy: 0.8382
Epoch 75/100
225/225 [==============================] - 0s 751us/step - loss: 0.3968 - accuracy: 0.8365
Epoch 76/100
225/225 [==============================] - 0s 748us/step - loss: 0.3969 - accuracy: 0.8374
Epoch 77/100
225/225 [==============================] - 0s 770us/step - loss: 0.3965 - accuracy: 0.8376
Epoch 78/100
225/225 [==============================] - 0s 772us/step - loss: 0.3967 - accuracy: 0.8386
Epoch 79/100
225/225 [==============================] - 0s 756us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 80/100
225/225 [==============================] - 0s 746us/step - loss: 0.3964 - accuracy: 0.8365
Epoch 81/100
225/225 [==============================] - 0s 750us/step - loss: 0.3968 - accuracy: 0.8383
Epoch 82/100
225/225 [==============================] - 0s 753us/step - loss: 0.3965 - accuracy: 0.8388
Epoch 83/100
225/225 [==============================] - 0s 782us/step - loss: 0.3963 - accuracy: 0.8375
Epoch 84/100
225/225 [==============================] - 0s 760us/step - loss: 0.3964 - accuracy: 0.8375
Epoch 85/100
225/225 [==============================] - 0s 755us/step - loss: 0.3966 - accuracy: 0.8371
Epoch 86/100
225/225 [==============================] - 0s 756us/step - loss: 0.3963 - accuracy: 0.8364
Epoch 87/100
225/225 [==============================] - 0s 761us/step - loss: 0.3963 - accuracy: 0.8368
Epoch 88/100
225/225 [==============================] - 0s 749us/step - loss: 0.3961 - accuracy: 0.8382
Epoch 89/100
225/225 [==============================] - 0s 788us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 90/100
225/225 [==============================] - 0s 754us/step - loss: 0.3961 - accuracy: 0.8382
Epoch 91/100
225/225 [==============================] - 0s 751us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 92/100
225/225 [==============================] - 0s 750us/step - loss: 0.3961 - accuracy: 0.8365
Epoch 93/100
225/225 [==============================] - 0s 762us/step - loss: 0.3969 - accuracy: 0.8371
Epoch 94/100
225/225 [==============================] - 0s 746us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 95/100
225/225 [==============================] - 0s 786us/step - loss: 0.3962 - accuracy: 0.8371
Epoch 96/100
225/225 [==============================] - 0s 770us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 97/100
225/225 [==============================] - 0s 761us/step - loss: 0.3964 - accuracy: 0.8374
Epoch 98/100
225/225 [==============================] - 0s 741us/step - loss: 0.3966 - accuracy: 0.8382
Epoch 99/100
225/225 [==============================] - 0s 746us/step - loss: 0.3959 - accuracy: 0.8378
Epoch 100/100
225/225 [==============================] - 0s 767us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 1/100
225/225 [==============================] - 0s 777us/step - loss: 0.5982 - accuracy: 0.7951
Epoch 2/100
225/225 [==============================] - 0s 777us/step - loss: 0.4415 - accuracy: 0.7974
Epoch 3/100
225/225 [==============================] - 0s 775us/step - loss: 0.4331 - accuracy: 0.7974
Epoch 4/100
225/225 [==============================] - 0s 831us/step - loss: 0.4305 - accuracy: 0.7974
Epoch 5/100
225/225 [==============================] - 0s 799us/step - loss: 0.4289 - accuracy: 0.7974
Epoch 6/100
225/225 [==============================] - 0s 787us/step - loss: 0.4280 - accuracy: 0.7974
Epoch 7/100
225/225 [==============================] - 0s 798us/step - loss: 0.4268 - accuracy: 0.7974
Epoch 8/100
225/225 [==============================] - 0s 804us/step - loss: 0.4254 - accuracy: 0.7974
Epoch 9/100
225/225 [==============================] - 0s 829us/step - loss: 0.4240 - accuracy: 0.7974
Epoch 10/100
225/225 [==============================] - 0s 802us/step - loss: 0.4218 - accuracy: 0.7974
Epoch 11/100
225/225 [==============================] - 0s 789us/step - loss: 0.4192 - accuracy: 0.8142
Epoch 12/100
225/225 [==============================] - 0s 790us/step - loss: 0.4173 - accuracy: 0.8224
Epoch 13/100
225/225 [==============================] - 0s 793us/step - loss: 0.4153 - accuracy: 0.8267
Epoch 14/100
225/225 [==============================] - 0s 791us/step - loss: 0.4141 - accuracy: 0.8292
Epoch 15/100
225/225 [==============================] - 0s 807us/step - loss: 0.4126 - accuracy: 0.8307
Epoch 16/100
225/225 [==============================] - 0s 824us/step - loss: 0.4112 - accuracy: 0.8335
Epoch 17/100
225/225 [==============================] - 0s 803us/step - loss: 0.4107 - accuracy: 0.8339
Epoch 18/100
225/225 [==============================] - 0s 785us/step - loss: 0.4097 - accuracy: 0.8335
Epoch 19/100
225/225 [==============================] - 0s 794us/step - loss: 0.4088 - accuracy: 0.8350
Epoch 20/100
225/225 [==============================] - 0s 831us/step - loss: 0.4082 - accuracy: 0.8363
Epoch 21/100
225/225 [==============================] - 0s 843us/step - loss: 0.4073 - accuracy: 0.8369
Epoch 22/100
225/225 [==============================] - 0s 790us/step - loss: 0.4065 - accuracy: 0.8372
Epoch 23/100
225/225 [==============================] - 0s 791us/step - loss: 0.4065 - accuracy: 0.8372
Epoch 24/100
225/225 [==============================] - 0s 790us/step - loss: 0.4055 - accuracy: 0.8385
Epoch 25/100
225/225 [==============================] - 0s 788us/step - loss: 0.4049 - accuracy: 0.8368
Epoch 26/100
225/225 [==============================] - 0s 843us/step - loss: 0.4047 - accuracy: 0.8375
Epoch 27/100
225/225 [==============================] - 0s 798us/step - loss: 0.4041 - accuracy: 0.8376
Epoch 28/100
225/225 [==============================] - 0s 788us/step - loss: 0.4039 - accuracy: 0.8375
Epoch 29/100
225/225 [==============================] - 0s 787us/step - loss: 0.4032 - accuracy: 0.8374
Epoch 30/100
225/225 [==============================] - 0s 809us/step - loss: 0.4027 - accuracy: 0.8376
Epoch 31/100
225/225 [==============================] - 0s 803us/step - loss: 0.4026 - accuracy: 0.8379
Epoch 32/100
225/225 [==============================] - 0s 804us/step - loss: 0.4018 - accuracy: 0.8388
Epoch 33/100
225/225 [==============================] - 0s 790us/step - loss: 0.4019 - accuracy: 0.8375
Epoch 34/100
225/225 [==============================] - 0s 784us/step - loss: 0.4014 - accuracy: 0.8392
Epoch 35/100
225/225 [==============================] - 0s 793us/step - loss: 0.4015 - accuracy: 0.8382
Epoch 36/100
225/225 [==============================] - 0s 797us/step - loss: 0.4010 - accuracy: 0.8382
Epoch 37/100
225/225 [==============================] - 0s 858us/step - loss: 0.4005 - accuracy: 0.8390
Epoch 38/100
225/225 [==============================] - 0s 792us/step - loss: 0.4005 - accuracy: 0.8383
Epoch 39/100
225/225 [==============================] - 0s 791us/step - loss: 0.4001 - accuracy: 0.8382
Epoch 40/100
225/225 [==============================] - 0s 838us/step - loss: 0.3998 - accuracy: 0.8388
Epoch 41/100
225/225 [==============================] - 0s 798us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 42/100
225/225 [==============================] - 0s 788us/step - loss: 0.3990 - accuracy: 0.8381
Epoch 43/100
225/225 [==============================] - 0s 804us/step - loss: 0.3998 - accuracy: 0.8383
Epoch 44/100
225/225 [==============================] - 0s 791us/step - loss: 0.3991 - accuracy: 0.8368
Epoch 45/100
225/225 [==============================] - 0s 785us/step - loss: 0.3990 - accuracy: 0.8383
Epoch 46/100
225/225 [==============================] - 0s 793us/step - loss: 0.3989 - accuracy: 0.8379
Epoch 47/100
225/225 [==============================] - 0s 790us/step - loss: 0.3990 - accuracy: 0.8382
Epoch 48/100
225/225 [==============================] - 0s 786us/step - loss: 0.3982 - accuracy: 0.8382
Epoch 49/100
225/225 [==============================] - 0s 851us/step - loss: 0.3985 - accuracy: 0.8383
Epoch 50/100
225/225 [==============================] - 0s 798us/step - loss: 0.3985 - accuracy: 0.8382
Epoch 51/100
225/225 [==============================] - 0s 789us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 52/100
225/225 [==============================] - 0s 795us/step - loss: 0.3979 - accuracy: 0.8386
Epoch 53/100
225/225 [==============================] - 0s 806us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 54/100
225/225 [==============================] - 0s 797us/step - loss: 0.3979 - accuracy: 0.8375
Epoch 55/100
225/225 [==============================] - 0s 789us/step - loss: 0.3977 - accuracy: 0.8383
Epoch 56/100
225/225 [==============================] - 0s 785us/step - loss: 0.3977 - accuracy: 0.8376
Epoch 57/100
225/225 [==============================] - 0s 797us/step - loss: 0.3979 - accuracy: 0.8385
Epoch 58/100
225/225 [==============================] - 0s 796us/step - loss: 0.3976 - accuracy: 0.8376
Epoch 59/100
225/225 [==============================] - 0s 841us/step - loss: 0.3973 - accuracy: 0.8379
Epoch 60/100
225/225 [==============================] - 0s 801us/step - loss: 0.3974 - accuracy: 0.8381
Epoch 61/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3972 - accuracy: 0.8376
Epoch 62/100
225/225 [==============================] - 0s 902us/step - loss: 0.3972 - accuracy: 0.8379
Epoch 63/100
225/225 [==============================] - 0s 771us/step - loss: 0.3971 - accuracy: 0.8385
Epoch 64/100
225/225 [==============================] - 0s 762us/step - loss: 0.3972 - accuracy: 0.8381
Epoch 65/100
225/225 [==============================] - 0s 768us/step - loss: 0.3972 - accuracy: 0.8393
Epoch 66/100
225/225 [==============================] - 0s 752us/step - loss: 0.3970 - accuracy: 0.8381
Epoch 67/100
225/225 [==============================] - 0s 756us/step - loss: 0.3970 - accuracy: 0.8376
Epoch 68/100
225/225 [==============================] - 0s 774us/step - loss: 0.3969 - accuracy: 0.8374
Epoch 69/100
225/225 [==============================] - 0s 789us/step - loss: 0.3967 - accuracy: 0.8381
Epoch 70/100
225/225 [==============================] - 0s 763us/step - loss: 0.3968 - accuracy: 0.8379
Epoch 71/100
225/225 [==============================] - 0s 756us/step - loss: 0.3967 - accuracy: 0.8393
Epoch 72/100
225/225 [==============================] - 0s 751us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 73/100
225/225 [==============================] - 0s 762us/step - loss: 0.3967 - accuracy: 0.8392
Epoch 74/100
225/225 [==============================] - 0s 756us/step - loss: 0.3967 - accuracy: 0.8374
Epoch 75/100
225/225 [==============================] - 0s 760us/step - loss: 0.3964 - accuracy: 0.8389
Epoch 76/100
225/225 [==============================] - 0s 806us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 77/100
225/225 [==============================] - 0s 759us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 78/100
225/225 [==============================] - 0s 750us/step - loss: 0.3963 - accuracy: 0.8386
Epoch 79/100
225/225 [==============================] - 0s 757us/step - loss: 0.3962 - accuracy: 0.8382
Epoch 80/100
225/225 [==============================] - 0s 764us/step - loss: 0.3962 - accuracy: 0.8382
Epoch 81/100
225/225 [==============================] - 0s 780us/step - loss: 0.3960 - accuracy: 0.8375
Epoch 82/100
225/225 [==============================] - 0s 759us/step - loss: 0.3965 - accuracy: 0.8378
Epoch 83/100
225/225 [==============================] - 0s 762us/step - loss: 0.3963 - accuracy: 0.8383
Epoch 84/100
225/225 [==============================] - 0s 749us/step - loss: 0.3964 - accuracy: 0.8372
Epoch 85/100
225/225 [==============================] - 0s 755us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 86/100
225/225 [==============================] - 0s 789us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 87/100
225/225 [==============================] - 0s 760us/step - loss: 0.3964 - accuracy: 0.8388
Epoch 88/100
225/225 [==============================] - 0s 764us/step - loss: 0.3958 - accuracy: 0.8386
Epoch 89/100
225/225 [==============================] - 0s 757us/step - loss: 0.3962 - accuracy: 0.8378
Epoch 90/100
225/225 [==============================] - 0s 763us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 91/100
225/225 [==============================] - 0s 755us/step - loss: 0.3961 - accuracy: 0.8390
Epoch 92/100
225/225 [==============================] - 0s 791us/step - loss: 0.3961 - accuracy: 0.8400
Epoch 93/100
225/225 [==============================] - 0s 760us/step - loss: 0.3956 - accuracy: 0.8375
Epoch 94/100
225/225 [==============================] - 0s 762us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 95/100
225/225 [==============================] - 0s 748us/step - loss: 0.3958 - accuracy: 0.8388
Epoch 96/100
225/225 [==============================] - 0s 754us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 97/100
225/225 [==============================] - 0s 762us/step - loss: 0.3959 - accuracy: 0.8382
Epoch 98/100
225/225 [==============================] - 0s 776us/step - loss: 0.3959 - accuracy: 0.8385
Epoch 99/100
225/225 [==============================] - 0s 755us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 100/100
225/225 [==============================] - 0s 756us/step - loss: 0.3961 - accuracy: 0.8394
Epoch 1/100
225/225 [==============================] - 0s 819us/step - loss: 0.5934 - accuracy: 0.7972
Epoch 2/100
225/225 [==============================] - 0s 775us/step - loss: 0.4377 - accuracy: 0.7986
Epoch 3/100
225/225 [==============================] - 0s 782us/step - loss: 0.4230 - accuracy: 0.7986
Epoch 4/100
225/225 [==============================] - 0s 775us/step - loss: 0.4158 - accuracy: 0.7986
Epoch 5/100
225/225 [==============================] - 0s 770us/step - loss: 0.4089 - accuracy: 0.7986
Epoch 6/100
225/225 [==============================] - 0s 779us/step - loss: 0.4020 - accuracy: 0.7986
Epoch 7/100
225/225 [==============================] - 0s 815us/step - loss: 0.3945 - accuracy: 0.8006
Epoch 8/100
225/225 [==============================] - 0s 786us/step - loss: 0.3872 - accuracy: 0.8188
Epoch 9/100
225/225 [==============================] - 0s 779us/step - loss: 0.3806 - accuracy: 0.8404
Epoch 10/100
225/225 [==============================] - 0s 774us/step - loss: 0.3757 - accuracy: 0.8478
Epoch 11/100
225/225 [==============================] - 0s 780us/step - loss: 0.3717 - accuracy: 0.8533
Epoch 12/100
225/225 [==============================] - 0s 837us/step - loss: 0.3689 - accuracy: 0.8535
Epoch 13/100
225/225 [==============================] - 0s 786us/step - loss: 0.3661 - accuracy: 0.8558
Epoch 14/100
225/225 [==============================] - 0s 792us/step - loss: 0.3641 - accuracy: 0.8568
Epoch 15/100
225/225 [==============================] - 0s 779us/step - loss: 0.3622 - accuracy: 0.8583
Epoch 16/100
225/225 [==============================] - 0s 786us/step - loss: 0.3606 - accuracy: 0.8585
Epoch 17/100
225/225 [==============================] - 0s 785us/step - loss: 0.3591 - accuracy: 0.8592
Epoch 18/100
225/225 [==============================] - 0s 794us/step - loss: 0.3577 - accuracy: 0.8592
Epoch 19/100
225/225 [==============================] - 0s 781us/step - loss: 0.3564 - accuracy: 0.8601
Epoch 20/100
225/225 [==============================] - 0s 789us/step - loss: 0.3556 - accuracy: 0.8597
Epoch 21/100
225/225 [==============================] - 0s 782us/step - loss: 0.3548 - accuracy: 0.8604
Epoch 22/100
225/225 [==============================] - 0s 811us/step - loss: 0.3539 - accuracy: 0.8592
Epoch 23/100
225/225 [==============================] - 0s 783us/step - loss: 0.3528 - accuracy: 0.8608
Epoch 24/100
225/225 [==============================] - 0s 783us/step - loss: 0.3523 - accuracy: 0.8600
Epoch 25/100
225/225 [==============================] - 0s 787us/step - loss: 0.3514 - accuracy: 0.8606
Epoch 26/100
225/225 [==============================] - 0s 785us/step - loss: 0.3509 - accuracy: 0.8606
Epoch 27/100
225/225 [==============================] - 0s 780us/step - loss: 0.3501 - accuracy: 0.8596
Epoch 28/100
225/225 [==============================] - 0s 784us/step - loss: 0.3496 - accuracy: 0.8600
Epoch 29/100
225/225 [==============================] - 0s 797us/step - loss: 0.3489 - accuracy: 0.8599
Epoch 30/100
225/225 [==============================] - 0s 817us/step - loss: 0.3487 - accuracy: 0.8597
Epoch 31/100
225/225 [==============================] - 0s 789us/step - loss: 0.3476 - accuracy: 0.8608
Epoch 32/100
225/225 [==============================] - 0s 777us/step - loss: 0.3472 - accuracy: 0.8592
Epoch 33/100
225/225 [==============================] - 0s 781us/step - loss: 0.3469 - accuracy: 0.8599
Epoch 34/100
225/225 [==============================] - 0s 777us/step - loss: 0.3464 - accuracy: 0.8610
Epoch 35/100
225/225 [==============================] - 0s 820us/step - loss: 0.3455 - accuracy: 0.8603
Epoch 36/100
225/225 [==============================] - 0s 784us/step - loss: 0.3449 - accuracy: 0.8606
Epoch 37/100
225/225 [==============================] - 0s 780us/step - loss: 0.3443 - accuracy: 0.8607
Epoch 38/100
225/225 [==============================] - 0s 778us/step - loss: 0.3438 - accuracy: 0.8614
Epoch 39/100
225/225 [==============================] - 0s 778us/step - loss: 0.3432 - accuracy: 0.8607
Epoch 40/100
225/225 [==============================] - 0s 822us/step - loss: 0.3428 - accuracy: 0.8599
Epoch 41/100
225/225 [==============================] - 0s 775us/step - loss: 0.3423 - accuracy: 0.8596
Epoch 42/100
225/225 [==============================] - 0s 785us/step - loss: 0.3419 - accuracy: 0.8596
Epoch 43/100
225/225 [==============================] - 0s 786us/step - loss: 0.3411 - accuracy: 0.8600
Epoch 44/100
225/225 [==============================] - 0s 815us/step - loss: 0.3410 - accuracy: 0.8586
Epoch 45/100
225/225 [==============================] - 0s 815us/step - loss: 0.3407 - accuracy: 0.8604
Epoch 46/100
225/225 [==============================] - 0s 821us/step - loss: 0.3405 - accuracy: 0.8601
Epoch 47/100
225/225 [==============================] - 0s 801us/step - loss: 0.3399 - accuracy: 0.8608
Epoch 48/100
225/225 [==============================] - 0s 792us/step - loss: 0.3397 - accuracy: 0.8597
Epoch 49/100
225/225 [==============================] - 0s 779us/step - loss: 0.3393 - accuracy: 0.8606
Epoch 50/100
225/225 [==============================] - 0s 800us/step - loss: 0.3392 - accuracy: 0.8597
Epoch 51/100
225/225 [==============================] - 0s 821us/step - loss: 0.3392 - accuracy: 0.8614
Epoch 52/100
225/225 [==============================] - 0s 779us/step - loss: 0.3390 - accuracy: 0.8610
Epoch 53/100
225/225 [==============================] - 0s 798us/step - loss: 0.3387 - accuracy: 0.8607
Epoch 54/100
225/225 [==============================] - 0s 778us/step - loss: 0.3385 - accuracy: 0.8603
Epoch 55/100
225/225 [==============================] - 0s 787us/step - loss: 0.3385 - accuracy: 0.8615
Epoch 56/100
225/225 [==============================] - 0s 793us/step - loss: 0.3382 - accuracy: 0.8594
Epoch 57/100
225/225 [==============================] - 0s 849us/step - loss: 0.3382 - accuracy: 0.8608
Epoch 58/100
225/225 [==============================] - 0s 798us/step - loss: 0.3379 - accuracy: 0.8596
Epoch 59/100
225/225 [==============================] - 0s 784us/step - loss: 0.3379 - accuracy: 0.8611
Epoch 60/100
225/225 [==============================] - 0s 783us/step - loss: 0.3376 - accuracy: 0.8612
Epoch 61/100
225/225 [==============================] - 0s 787us/step - loss: 0.3378 - accuracy: 0.8610
Epoch 62/100
225/225 [==============================] - 0s 806us/step - loss: 0.3373 - accuracy: 0.8612
Epoch 63/100
225/225 [==============================] - 0s 780us/step - loss: 0.3374 - accuracy: 0.8617
Epoch 64/100
225/225 [==============================] - 0s 809us/step - loss: 0.3375 - accuracy: 0.8601
Epoch 65/100
225/225 [==============================] - 0s 739us/step - loss: 0.3369 - accuracy: 0.8603
Epoch 66/100
225/225 [==============================] - 0s 746us/step - loss: 0.3372 - accuracy: 0.8601
Epoch 67/100
225/225 [==============================] - 0s 746us/step - loss: 0.3378 - accuracy: 0.8604
Epoch 68/100
225/225 [==============================] - 0s 846us/step - loss: 0.3369 - accuracy: 0.8610
Epoch 69/100
225/225 [==============================] - 0s 741us/step - loss: 0.3366 - accuracy: 0.8625
Epoch 70/100
225/225 [==============================] - 0s 751us/step - loss: 0.3370 - accuracy: 0.8600
Epoch 71/100
225/225 [==============================] - 0s 744us/step - loss: 0.3368 - accuracy: 0.8601
Epoch 72/100
225/225 [==============================] - 0s 741us/step - loss: 0.3369 - accuracy: 0.8603
Epoch 73/100
225/225 [==============================] - 0s 761us/step - loss: 0.3364 - accuracy: 0.8604
Epoch 74/100
225/225 [==============================] - 0s 750us/step - loss: 0.3365 - accuracy: 0.8607
Epoch 75/100
225/225 [==============================] - 0s 738us/step - loss: 0.3364 - accuracy: 0.8599
Epoch 76/100
225/225 [==============================] - 0s 749us/step - loss: 0.3362 - accuracy: 0.8608
Epoch 77/100
225/225 [==============================] - 0s 735us/step - loss: 0.3366 - accuracy: 0.8599
Epoch 78/100
225/225 [==============================] - 0s 739us/step - loss: 0.3365 - accuracy: 0.8615
Epoch 79/100
225/225 [==============================] - 0s 777us/step - loss: 0.3364 - accuracy: 0.8604
Epoch 80/100
225/225 [==============================] - 0s 740us/step - loss: 0.3361 - accuracy: 0.8612
Epoch 81/100
225/225 [==============================] - 0s 735us/step - loss: 0.3363 - accuracy: 0.8612
Epoch 82/100
225/225 [==============================] - 0s 741us/step - loss: 0.3364 - accuracy: 0.8607
Epoch 83/100
225/225 [==============================] - 0s 733us/step - loss: 0.3361 - accuracy: 0.8608
Epoch 84/100
225/225 [==============================] - 0s 743us/step - loss: 0.3357 - accuracy: 0.8619
Epoch 85/100
225/225 [==============================] - 0s 770us/step - loss: 0.3361 - accuracy: 0.8608
Epoch 86/100
225/225 [==============================] - 0s 735us/step - loss: 0.3364 - accuracy: 0.8611
Epoch 87/100
225/225 [==============================] - 0s 781us/step - loss: 0.3357 - accuracy: 0.8617
Epoch 88/100
225/225 [==============================] - 0s 739us/step - loss: 0.3356 - accuracy: 0.8624
Epoch 89/100
225/225 [==============================] - 0s 744us/step - loss: 0.3364 - accuracy: 0.8618
Epoch 90/100
225/225 [==============================] - 0s 748us/step - loss: 0.3358 - accuracy: 0.8619
Epoch 91/100
225/225 [==============================] - 0s 773us/step - loss: 0.3356 - accuracy: 0.8617
Epoch 92/100
225/225 [==============================] - 0s 737us/step - loss: 0.3357 - accuracy: 0.8625
Epoch 93/100
225/225 [==============================] - 0s 752us/step - loss: 0.3356 - accuracy: 0.8612
Epoch 94/100
225/225 [==============================] - 0s 747us/step - loss: 0.3354 - accuracy: 0.8612
Epoch 95/100
225/225 [==============================] - 0s 730us/step - loss: 0.3357 - accuracy: 0.8607
Epoch 96/100
225/225 [==============================] - 0s 743us/step - loss: 0.3355 - accuracy: 0.8628
Epoch 97/100
225/225 [==============================] - 0s 768us/step - loss: 0.3351 - accuracy: 0.8601
Epoch 98/100
225/225 [==============================] - 0s 733us/step - loss: 0.3353 - accuracy: 0.8619
Epoch 99/100
225/225 [==============================] - 0s 739us/step - loss: 0.3353 - accuracy: 0.8619
Epoch 100/100
225/225 [==============================] - 0s 731us/step - loss: 0.3356 - accuracy: 0.8618
Epoch 1/100
225/225 [==============================] - 0s 862us/step - loss: 0.6164 - accuracy: 0.7942
Epoch 2/100
225/225 [==============================] - 0s 780us/step - loss: 0.4479 - accuracy: 0.7964
Epoch 3/100
225/225 [==============================] - 0s 787us/step - loss: 0.4296 - accuracy: 0.7964
Epoch 4/100
225/225 [==============================] - 0s 796us/step - loss: 0.4228 - accuracy: 0.7964
Epoch 5/100
225/225 [==============================] - 0s 781us/step - loss: 0.4166 - accuracy: 0.7964
Epoch 6/100
225/225 [==============================] - 0s 779us/step - loss: 0.4114 - accuracy: 0.7964
Epoch 7/100
225/225 [==============================] - 0s 780us/step - loss: 0.4059 - accuracy: 0.7964
Epoch 8/100
225/225 [==============================] - 0s 791us/step - loss: 0.4000 - accuracy: 0.8035
Epoch 9/100
225/225 [==============================] - 0s 780us/step - loss: 0.3940 - accuracy: 0.8161
Epoch 10/100
225/225 [==============================] - 0s 784us/step - loss: 0.3880 - accuracy: 0.8326
Epoch 11/100
225/225 [==============================] - 0s 821us/step - loss: 0.3831 - accuracy: 0.8425
Epoch 12/100
225/225 [==============================] - 0s 779us/step - loss: 0.3790 - accuracy: 0.8458
Epoch 13/100
225/225 [==============================] - 0s 798us/step - loss: 0.3718 - accuracy: 0.8503
Epoch 14/100
225/225 [==============================] - 0s 797us/step - loss: 0.3650 - accuracy: 0.8518
Epoch 15/100
225/225 [==============================] - 0s 774us/step - loss: 0.3616 - accuracy: 0.8535
Epoch 16/100
225/225 [==============================] - 0s 779us/step - loss: 0.3597 - accuracy: 0.8543
Epoch 17/100
225/225 [==============================] - 0s 845us/step - loss: 0.3578 - accuracy: 0.8544
Epoch 18/100
225/225 [==============================] - 0s 787us/step - loss: 0.3560 - accuracy: 0.8574
Epoch 19/100
225/225 [==============================] - 0s 785us/step - loss: 0.3547 - accuracy: 0.8564
Epoch 20/100
225/225 [==============================] - 0s 781us/step - loss: 0.3531 - accuracy: 0.8575
Epoch 21/100
225/225 [==============================] - 0s 776us/step - loss: 0.3527 - accuracy: 0.8576
Epoch 22/100
225/225 [==============================] - 0s 783us/step - loss: 0.3516 - accuracy: 0.8604
Epoch 23/100
225/225 [==============================] - 0s 803us/step - loss: 0.3510 - accuracy: 0.8579
Epoch 24/100
225/225 [==============================] - 0s 778us/step - loss: 0.3504 - accuracy: 0.8576
Epoch 25/100
225/225 [==============================] - 0s 787us/step - loss: 0.3498 - accuracy: 0.8590
Epoch 26/100
225/225 [==============================] - 0s 784us/step - loss: 0.3493 - accuracy: 0.8600
Epoch 27/100
225/225 [==============================] - 0s 782us/step - loss: 0.3486 - accuracy: 0.8597
Epoch 28/100
225/225 [==============================] - 0s 825us/step - loss: 0.3484 - accuracy: 0.8608
Epoch 29/100
225/225 [==============================] - 0s 781us/step - loss: 0.3476 - accuracy: 0.8585
Epoch 30/100
225/225 [==============================] - 0s 780us/step - loss: 0.3473 - accuracy: 0.8606
Epoch 31/100
225/225 [==============================] - 0s 803us/step - loss: 0.3468 - accuracy: 0.8594
Epoch 32/100
225/225 [==============================] - 0s 775us/step - loss: 0.3466 - accuracy: 0.8600
Epoch 33/100
225/225 [==============================] - 0s 812us/step - loss: 0.3463 - accuracy: 0.8611
Epoch 34/100
225/225 [==============================] - 0s 804us/step - loss: 0.3458 - accuracy: 0.8607
Epoch 35/100
225/225 [==============================] - 0s 782us/step - loss: 0.3457 - accuracy: 0.8611
Epoch 36/100
225/225 [==============================] - 0s 793us/step - loss: 0.3454 - accuracy: 0.8617
Epoch 37/100
225/225 [==============================] - 0s 777us/step - loss: 0.3454 - accuracy: 0.8607
Epoch 38/100
225/225 [==============================] - 0s 783us/step - loss: 0.3449 - accuracy: 0.8614
Epoch 39/100
225/225 [==============================] - 0s 813us/step - loss: 0.3449 - accuracy: 0.8617
Epoch 40/100
225/225 [==============================] - 0s 777us/step - loss: 0.3444 - accuracy: 0.8621
Epoch 41/100
225/225 [==============================] - 0s 830us/step - loss: 0.3443 - accuracy: 0.8606
Epoch 42/100
225/225 [==============================] - 0s 784us/step - loss: 0.3442 - accuracy: 0.8600
Epoch 43/100
225/225 [==============================] - 0s 782us/step - loss: 0.3438 - accuracy: 0.8604
Epoch 44/100
225/225 [==============================] - 0s 784us/step - loss: 0.3439 - accuracy: 0.8611
Epoch 45/100
225/225 [==============================] - 0s 824us/step - loss: 0.3439 - accuracy: 0.8617
Epoch 46/100
225/225 [==============================] - 0s 781us/step - loss: 0.3435 - accuracy: 0.8618
Epoch 47/100
225/225 [==============================] - 0s 796us/step - loss: 0.3431 - accuracy: 0.8601
Epoch 48/100
225/225 [==============================] - 0s 778us/step - loss: 0.3435 - accuracy: 0.8593
Epoch 49/100
225/225 [==============================] - 0s 778us/step - loss: 0.3433 - accuracy: 0.8606
Epoch 50/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3427 - accuracy: 0.8608
Epoch 51/100
225/225 [==============================] - 0s 855us/step - loss: 0.3429 - accuracy: 0.8611
Epoch 52/100
225/225 [==============================] - 0s 752us/step - loss: 0.3429 - accuracy: 0.8599
Epoch 53/100
225/225 [==============================] - 0s 742us/step - loss: 0.3428 - accuracy: 0.8608
Epoch 54/100
225/225 [==============================] - 0s 748us/step - loss: 0.3431 - accuracy: 0.8596
Epoch 55/100
225/225 [==============================] - 0s 748us/step - loss: 0.3423 - accuracy: 0.8617
Epoch 56/100
225/225 [==============================] - 0s 813us/step - loss: 0.3425 - accuracy: 0.8601
Epoch 57/100
225/225 [==============================] - 0s 741us/step - loss: 0.3427 - accuracy: 0.8600
Epoch 58/100
225/225 [==============================] - 0s 741us/step - loss: 0.3424 - accuracy: 0.8610
Epoch 59/100
225/225 [==============================] - 0s 744us/step - loss: 0.3425 - accuracy: 0.8618
Epoch 60/100
225/225 [==============================] - 0s 746us/step - loss: 0.3420 - accuracy: 0.8619
Epoch 61/100
225/225 [==============================] - 0s 762us/step - loss: 0.3420 - accuracy: 0.8606
Epoch 62/100
225/225 [==============================] - 0s 760us/step - loss: 0.3419 - accuracy: 0.8601
Epoch 63/100
225/225 [==============================] - 0s 868us/step - loss: 0.3414 - accuracy: 0.8615
Epoch 64/100
225/225 [==============================] - 0s 757us/step - loss: 0.3418 - accuracy: 0.8610
Epoch 65/100
225/225 [==============================] - 0s 742us/step - loss: 0.3416 - accuracy: 0.8583
Epoch 66/100
225/225 [==============================] - 0s 745us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 67/100
225/225 [==============================] - 0s 774us/step - loss: 0.3413 - accuracy: 0.8618
Epoch 68/100
225/225 [==============================] - 0s 744us/step - loss: 0.3417 - accuracy: 0.8606
Epoch 69/100
225/225 [==============================] - 0s 742us/step - loss: 0.3414 - accuracy: 0.8615
Epoch 70/100
225/225 [==============================] - 0s 754us/step - loss: 0.3412 - accuracy: 0.8611
Epoch 71/100
225/225 [==============================] - 0s 739us/step - loss: 0.3409 - accuracy: 0.8600
Epoch 72/100
225/225 [==============================] - 0s 742us/step - loss: 0.3411 - accuracy: 0.8600
Epoch 73/100
225/225 [==============================] - 0s 788us/step - loss: 0.3410 - accuracy: 0.8608
Epoch 74/100
225/225 [==============================] - 0s 764us/step - loss: 0.3403 - accuracy: 0.8607
Epoch 75/100
225/225 [==============================] - 0s 759us/step - loss: 0.3402 - accuracy: 0.8604
Epoch 76/100
225/225 [==============================] - 0s 754us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 77/100
225/225 [==============================] - 0s 745us/step - loss: 0.3404 - accuracy: 0.8606
Epoch 78/100
225/225 [==============================] - 0s 750us/step - loss: 0.3408 - accuracy: 0.8619
Epoch 79/100
225/225 [==============================] - 0s 775us/step - loss: 0.3402 - accuracy: 0.8612
Epoch 80/100
225/225 [==============================] - 0s 753us/step - loss: 0.3404 - accuracy: 0.8612
Epoch 81/100
225/225 [==============================] - 0s 760us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 82/100
225/225 [==============================] - 0s 750us/step - loss: 0.3402 - accuracy: 0.8599
Epoch 83/100
225/225 [==============================] - 0s 744us/step - loss: 0.3401 - accuracy: 0.8599
Epoch 84/100
225/225 [==============================] - 0s 799us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 85/100
225/225 [==============================] - 0s 750us/step - loss: 0.3396 - accuracy: 0.8612
Epoch 86/100
225/225 [==============================] - 0s 745us/step - loss: 0.3399 - accuracy: 0.8611
Epoch 87/100
225/225 [==============================] - 0s 753us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 88/100
225/225 [==============================] - 0s 745us/step - loss: 0.3388 - accuracy: 0.8626
Epoch 89/100
225/225 [==============================] - 0s 748us/step - loss: 0.3394 - accuracy: 0.8624
Epoch 90/100
225/225 [==============================] - 0s 797us/step - loss: 0.3388 - accuracy: 0.8624
Epoch 91/100
225/225 [==============================] - 0s 754us/step - loss: 0.3391 - accuracy: 0.8619
Epoch 92/100
225/225 [==============================] - 0s 746us/step - loss: 0.3384 - accuracy: 0.8612
Epoch 93/100
225/225 [==============================] - 0s 768us/step - loss: 0.3387 - accuracy: 0.8607
Epoch 94/100
225/225 [==============================] - 0s 745us/step - loss: 0.3386 - accuracy: 0.8615
Epoch 95/100
225/225 [==============================] - 0s 744us/step - loss: 0.3386 - accuracy: 0.8629
Epoch 96/100
225/225 [==============================] - 0s 794us/step - loss: 0.3381 - accuracy: 0.8603
Epoch 97/100
225/225 [==============================] - 0s 780us/step - loss: 0.3384 - accuracy: 0.8619
Epoch 98/100
225/225 [==============================] - 0s 740us/step - loss: 0.3378 - accuracy: 0.8635
Epoch 99/100
225/225 [==============================] - 0s 759us/step - loss: 0.3385 - accuracy: 0.8611
Epoch 100/100
225/225 [==============================] - 0s 743us/step - loss: 0.3382 - accuracy: 0.8608
Epoch 1/100
225/225 [==============================] - 0s 763us/step - loss: 0.5978 - accuracy: 0.7986
Epoch 2/100
225/225 [==============================] - 0s 782us/step - loss: 0.4438 - accuracy: 0.7985
Epoch 3/100
225/225 [==============================] - 0s 784us/step - loss: 0.4328 - accuracy: 0.7985
Epoch 4/100
225/225 [==============================] - 0s 793us/step - loss: 0.4298 - accuracy: 0.7985
Epoch 5/100
225/225 [==============================] - 0s 822us/step - loss: 0.4282 - accuracy: 0.7985
Epoch 6/100
225/225 [==============================] - 0s 780us/step - loss: 0.4273 - accuracy: 0.7985
Epoch 7/100
225/225 [==============================] - 0s 787us/step - loss: 0.4255 - accuracy: 0.7985
Epoch 8/100
225/225 [==============================] - 0s 790us/step - loss: 0.4238 - accuracy: 0.7985
Epoch 9/100
225/225 [==============================] - 0s 784us/step - loss: 0.4217 - accuracy: 0.7985
Epoch 10/100
225/225 [==============================] - 0s 809us/step - loss: 0.4192 - accuracy: 0.8097
Epoch 11/100
225/225 [==============================] - 0s 832us/step - loss: 0.4176 - accuracy: 0.8219
Epoch 12/100
225/225 [==============================] - 0s 775us/step - loss: 0.4164 - accuracy: 0.8253
Epoch 13/100
225/225 [==============================] - 0s 790us/step - loss: 0.4152 - accuracy: 0.8267
Epoch 14/100
225/225 [==============================] - 0s 785us/step - loss: 0.4143 - accuracy: 0.8275
Epoch 15/100
225/225 [==============================] - 0s 791us/step - loss: 0.4127 - accuracy: 0.8308
Epoch 16/100
225/225 [==============================] - 0s 836us/step - loss: 0.4120 - accuracy: 0.8313
Epoch 17/100
225/225 [==============================] - 0s 792us/step - loss: 0.4110 - accuracy: 0.8313
Epoch 18/100
225/225 [==============================] - 0s 782us/step - loss: 0.4101 - accuracy: 0.8315
Epoch 19/100
225/225 [==============================] - 0s 797us/step - loss: 0.4096 - accuracy: 0.8321
Epoch 20/100
225/225 [==============================] - 0s 784us/step - loss: 0.4090 - accuracy: 0.8333
Epoch 21/100
225/225 [==============================] - 0s 796us/step - loss: 0.4082 - accuracy: 0.8331
Epoch 22/100
225/225 [==============================] - 0s 806us/step - loss: 0.4077 - accuracy: 0.8339
Epoch 23/100
225/225 [==============================] - 0s 802us/step - loss: 0.4071 - accuracy: 0.8354
Epoch 24/100
225/225 [==============================] - 0s 797us/step - loss: 0.4066 - accuracy: 0.8354
Epoch 25/100
225/225 [==============================] - 0s 784us/step - loss: 0.4063 - accuracy: 0.8342
Epoch 26/100
225/225 [==============================] - 0s 785us/step - loss: 0.4058 - accuracy: 0.8353
Epoch 27/100
225/225 [==============================] - 0s 841us/step - loss: 0.4051 - accuracy: 0.8343
Epoch 28/100
225/225 [==============================] - 0s 786us/step - loss: 0.4044 - accuracy: 0.8357
Epoch 29/100
225/225 [==============================] - 0s 819us/step - loss: 0.4042 - accuracy: 0.8353
Epoch 30/100
225/225 [==============================] - 0s 786us/step - loss: 0.4034 - accuracy: 0.8363
Epoch 31/100
225/225 [==============================] - 0s 751us/step - loss: 0.4029 - accuracy: 0.8363
Epoch 32/100
225/225 [==============================] - 0s 787us/step - loss: 0.4024 - accuracy: 0.8363
Epoch 33/100
225/225 [==============================] - 0s 775us/step - loss: 0.4020 - accuracy: 0.8358
Epoch 34/100
225/225 [==============================] - 0s 748us/step - loss: 0.4015 - accuracy: 0.8368
Epoch 35/100
225/225 [==============================] - 0s 754us/step - loss: 0.4010 - accuracy: 0.8369
Epoch 36/100
225/225 [==============================] - 0s 762us/step - loss: 0.4008 - accuracy: 0.8374
Epoch 37/100
225/225 [==============================] - 0s 750us/step - loss: 0.4002 - accuracy: 0.8374
Epoch 38/100
225/225 [==============================] - 0s 789us/step - loss: 0.4001 - accuracy: 0.8371
Epoch 39/100
225/225 [==============================] - 0s 757us/step - loss: 0.3997 - accuracy: 0.8385
Epoch 40/100
225/225 [==============================] - 0s 760us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 41/100
225/225 [==============================] - 0s 760us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 42/100
225/225 [==============================] - 0s 748us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 43/100
225/225 [==============================] - 0s 752us/step - loss: 0.3985 - accuracy: 0.8385
Epoch 44/100
225/225 [==============================] - 0s 775us/step - loss: 0.3983 - accuracy: 0.8394
Epoch 45/100
225/225 [==============================] - 0s 752us/step - loss: 0.3977 - accuracy: 0.8383
Epoch 46/100
225/225 [==============================] - 0s 777us/step - loss: 0.3979 - accuracy: 0.8375
Epoch 47/100
225/225 [==============================] - 0s 755us/step - loss: 0.3975 - accuracy: 0.8389
Epoch 48/100
225/225 [==============================] - 0s 753us/step - loss: 0.3975 - accuracy: 0.8374
Epoch 49/100
225/225 [==============================] - 0s 749us/step - loss: 0.3974 - accuracy: 0.8378
Epoch 50/100
225/225 [==============================] - 0s 781us/step - loss: 0.3974 - accuracy: 0.8378
Epoch 51/100
225/225 [==============================] - 0s 787us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 52/100
225/225 [==============================] - 0s 753us/step - loss: 0.3969 - accuracy: 0.8379
Epoch 53/100
225/225 [==============================] - 0s 759us/step - loss: 0.3968 - accuracy: 0.8388
Epoch 54/100
225/225 [==============================] - 0s 749us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 55/100
225/225 [==============================] - 0s 771us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 56/100
225/225 [==============================] - 0s 776us/step - loss: 0.3966 - accuracy: 0.8381
Epoch 57/100
225/225 [==============================] - 0s 749us/step - loss: 0.3965 - accuracy: 0.8386
Epoch 58/100
225/225 [==============================] - 0s 747us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 59/100
225/225 [==============================] - 0s 754us/step - loss: 0.3961 - accuracy: 0.8386
Epoch 60/100
225/225 [==============================] - 0s 754us/step - loss: 0.3960 - accuracy: 0.8371
Epoch 61/100
225/225 [==============================] - 0s 784us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 62/100
225/225 [==============================] - 0s 760us/step - loss: 0.3961 - accuracy: 0.8392
Epoch 63/100
225/225 [==============================] - 0s 755us/step - loss: 0.3958 - accuracy: 0.8368
Epoch 64/100
225/225 [==============================] - 0s 753us/step - loss: 0.3959 - accuracy: 0.8385
Epoch 65/100
225/225 [==============================] - 0s 752us/step - loss: 0.3959 - accuracy: 0.8389
Epoch 66/100
225/225 [==============================] - 0s 752us/step - loss: 0.3956 - accuracy: 0.8392
Epoch 67/100
225/225 [==============================] - 0s 799us/step - loss: 0.3958 - accuracy: 0.8386
Epoch 68/100
225/225 [==============================] - 0s 771us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 69/100
225/225 [==============================] - 0s 753us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 70/100
225/225 [==============================] - 0s 758us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 71/100
225/225 [==============================] - 0s 769us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 72/100
225/225 [==============================] - 0s 747us/step - loss: 0.3952 - accuracy: 0.8388
Epoch 73/100
225/225 [==============================] - 0s 755us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 74/100
225/225 [==============================] - 0s 753us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 75/100
225/225 [==============================] - 0s 748us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 76/100
225/225 [==============================] - 0s 748us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 77/100
225/225 [==============================] - 0s 751us/step - loss: 0.3943 - accuracy: 0.8375
Epoch 78/100
225/225 [==============================] - 0s 752us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 79/100
225/225 [==============================] - 0s 755us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 80/100
225/225 [==============================] - 0s 811us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 81/100
225/225 [==============================] - 0s 753us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 82/100
225/225 [==============================] - 0s 759us/step - loss: 0.3941 - accuracy: 0.8392
Epoch 83/100
225/225 [==============================] - 0s 759us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 84/100
225/225 [==============================] - 0s 844us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 85/100
225/225 [==============================] - 0s 750us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 86/100
225/225 [==============================] - 0s 753us/step - loss: 0.3939 - accuracy: 0.8386
Epoch 87/100
225/225 [==============================] - 0s 749us/step - loss: 0.3940 - accuracy: 0.8390
Epoch 88/100
225/225 [==============================] - 0s 751us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 89/100
225/225 [==============================] - 0s 771us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 90/100
225/225 [==============================] - 0s 771us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 91/100
225/225 [==============================] - 0s 763us/step - loss: 0.3939 - accuracy: 0.8386
Epoch 92/100
225/225 [==============================] - 0s 760us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 93/100
225/225 [==============================] - 0s 756us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 94/100
225/225 [==============================] - 0s 750us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 95/100
225/225 [==============================] - 0s 769us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 96/100
225/225 [==============================] - 0s 768us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 97/100
225/225 [==============================] - 0s 751us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 98/100
225/225 [==============================] - 0s 755us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 99/100
225/225 [==============================] - 0s 761us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 100/100
225/225 [==============================] - 0s 752us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 1/100
225/225 [==============================] - 0s 810us/step - loss: 0.6202 - accuracy: 0.7956
Epoch 2/100
225/225 [==============================] - 0s 833us/step - loss: 0.4729 - accuracy: 0.7962
Epoch 3/100
225/225 [==============================] - 0s 833us/step - loss: 0.4379 - accuracy: 0.7962
Epoch 4/100
225/225 [==============================] - 0s 844us/step - loss: 0.4298 - accuracy: 0.7964
Epoch 5/100
225/225 [==============================] - 0s 847us/step - loss: 0.4254 - accuracy: 0.8140
Epoch 6/100
225/225 [==============================] - 0s 875us/step - loss: 0.4213 - accuracy: 0.8196
Epoch 7/100
225/225 [==============================] - 0s 854us/step - loss: 0.4173 - accuracy: 0.8215
Epoch 8/100
225/225 [==============================] - 0s 834us/step - loss: 0.4142 - accuracy: 0.8232
Epoch 9/100
225/225 [==============================] - 0s 898us/step - loss: 0.4110 - accuracy: 0.8240
Epoch 10/100
225/225 [==============================] - 0s 848us/step - loss: 0.4075 - accuracy: 0.8271
Epoch 11/100
225/225 [==============================] - 0s 845us/step - loss: 0.4039 - accuracy: 0.8276
Epoch 12/100
225/225 [==============================] - 0s 836us/step - loss: 0.4000 - accuracy: 0.8290
Epoch 13/100
225/225 [==============================] - 0s 841us/step - loss: 0.3964 - accuracy: 0.8310
Epoch 14/100
225/225 [==============================] - 0s 839us/step - loss: 0.3929 - accuracy: 0.8292
Epoch 15/100
225/225 [==============================] - 0s 896us/step - loss: 0.3898 - accuracy: 0.8315
Epoch 16/100
225/225 [==============================] - 0s 842us/step - loss: 0.3871 - accuracy: 0.8306
Epoch 17/100
225/225 [==============================] - 0s 843us/step - loss: 0.3845 - accuracy: 0.8315
Epoch 18/100
225/225 [==============================] - 0s 859us/step - loss: 0.3820 - accuracy: 0.8375
Epoch 19/100
225/225 [==============================] - 0s 840us/step - loss: 0.3796 - accuracy: 0.8401
Epoch 20/100
225/225 [==============================] - 0s 861us/step - loss: 0.3775 - accuracy: 0.8400
Epoch 21/100
225/225 [==============================] - 0s 848us/step - loss: 0.3753 - accuracy: 0.8418
Epoch 22/100
225/225 [==============================] - 0s 847us/step - loss: 0.3729 - accuracy: 0.8453
Epoch 23/100
225/225 [==============================] - 0s 845us/step - loss: 0.3711 - accuracy: 0.8462
Epoch 24/100
225/225 [==============================] - 0s 830us/step - loss: 0.3693 - accuracy: 0.8483
Epoch 25/100
225/225 [==============================] - 0s 883us/step - loss: 0.3675 - accuracy: 0.8478
Epoch 26/100
225/225 [==============================] - 0s 853us/step - loss: 0.3661 - accuracy: 0.8485
Epoch 27/100
225/225 [==============================] - 0s 843us/step - loss: 0.3645 - accuracy: 0.8492
Epoch 28/100
225/225 [==============================] - 0s 840us/step - loss: 0.3634 - accuracy: 0.8510
Epoch 29/100
225/225 [==============================] - 0s 843us/step - loss: 0.3625 - accuracy: 0.8483
Epoch 30/100
225/225 [==============================] - 0s 860us/step - loss: 0.3616 - accuracy: 0.8511
Epoch 31/100
225/225 [==============================] - 0s 845us/step - loss: 0.3610 - accuracy: 0.8507
Epoch 32/100
225/225 [==============================] - 0s 837us/step - loss: 0.3595 - accuracy: 0.8521
Epoch 33/100
225/225 [==============================] - 0s 841us/step - loss: 0.3591 - accuracy: 0.8524
Epoch 34/100
225/225 [==============================] - 0s 835us/step - loss: 0.3588 - accuracy: 0.8529
Epoch 35/100
225/225 [==============================] - 0s 882us/step - loss: 0.3577 - accuracy: 0.8537
Epoch 36/100
225/225 [==============================] - 0s 847us/step - loss: 0.3573 - accuracy: 0.8533
Epoch 37/100
225/225 [==============================] - 0s 831us/step - loss: 0.3569 - accuracy: 0.8536
Epoch 38/100
225/225 [==============================] - 0s 835us/step - loss: 0.3569 - accuracy: 0.8528
Epoch 39/100
225/225 [==============================] - 0s 845us/step - loss: 0.3564 - accuracy: 0.8544
Epoch 40/100
225/225 [==============================] - 0s 898us/step - loss: 0.3555 - accuracy: 0.8535
Epoch 41/100
225/225 [==============================] - 0s 841us/step - loss: 0.3559 - accuracy: 0.8544
Epoch 42/100
225/225 [==============================] - 0s 833us/step - loss: 0.3559 - accuracy: 0.8531
Epoch 43/100
225/225 [==============================] - 0s 836us/step - loss: 0.3552 - accuracy: 0.8529
Epoch 44/100
225/225 [==============================] - 0s 841us/step - loss: 0.3551 - accuracy: 0.8549
Epoch 45/100
225/225 [==============================] - 0s 834us/step - loss: 0.3548 - accuracy: 0.8546
Epoch 46/100
225/225 [==============================] - 0s 891us/step - loss: 0.3544 - accuracy: 0.8518
Epoch 47/100
225/225 [==============================] - 0s 842us/step - loss: 0.3544 - accuracy: 0.8533
Epoch 48/100
225/225 [==============================] - 0s 845us/step - loss: 0.3540 - accuracy: 0.8540
Epoch 49/100
225/225 [==============================] - 0s 845us/step - loss: 0.3537 - accuracy: 0.8542
Epoch 50/100
225/225 [==============================] - 0s 851us/step - loss: 0.3530 - accuracy: 0.8551
Epoch 51/100
225/225 [==============================] - 0s 840us/step - loss: 0.3539 - accuracy: 0.8531
Epoch 52/100
225/225 [==============================] - 0s 830us/step - loss: 0.3535 - accuracy: 0.8547
Epoch 53/100
225/225 [==============================] - 0s 850us/step - loss: 0.3526 - accuracy: 0.8547
Epoch 54/100
225/225 [==============================] - 0s 838us/step - loss: 0.3528 - accuracy: 0.8542
Epoch 55/100
225/225 [==============================] - 0s 842us/step - loss: 0.3526 - accuracy: 0.8553
Epoch 56/100
225/225 [==============================] - 0s 901us/step - loss: 0.3525 - accuracy: 0.8542
Epoch 57/100
225/225 [==============================] - 0s 880us/step - loss: 0.3518 - accuracy: 0.8543
Epoch 58/100
225/225 [==============================] - 0s 845us/step - loss: 0.3521 - accuracy: 0.8529
Epoch 59/100
225/225 [==============================] - 0s 841us/step - loss: 0.3524 - accuracy: 0.8556
Epoch 60/100
225/225 [==============================] - 0s 829us/step - loss: 0.3518 - accuracy: 0.8547
Epoch 61/100
225/225 [==============================] - 0s 865us/step - loss: 0.3512 - accuracy: 0.8575
Epoch 62/100
225/225 [==============================] - 0s 840us/step - loss: 0.3512 - accuracy: 0.8525
Epoch 63/100
225/225 [==============================] - 0s 844us/step - loss: 0.3514 - accuracy: 0.8544
Epoch 64/100
225/225 [==============================] - 0s 836us/step - loss: 0.3514 - accuracy: 0.8554
Epoch 65/100
225/225 [==============================] - 0s 840us/step - loss: 0.3508 - accuracy: 0.8564
Epoch 66/100
225/225 [==============================] - 0s 880us/step - loss: 0.3505 - accuracy: 0.8561
Epoch 67/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3503 - accuracy: 0.8547
Epoch 68/100
225/225 [==============================] - 0s 807us/step - loss: 0.3501 - accuracy: 0.8562
Epoch 69/100
225/225 [==============================] - 0s 807us/step - loss: 0.3499 - accuracy: 0.8560
Epoch 70/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3501 - accuracy: 0.8537
Epoch 71/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3498 - accuracy: 0.8561
Epoch 72/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3498 - accuracy: 0.8556
Epoch 73/100
225/225 [==============================] - 0s 801us/step - loss: 0.3496 - accuracy: 0.8564
Epoch 74/100
225/225 [==============================] - 0s 846us/step - loss: 0.3498 - accuracy: 0.8562
Epoch 75/100
225/225 [==============================] - 0s 999us/step - loss: 0.3493 - accuracy: 0.8553
Epoch 76/100
225/225 [==============================] - 0s 987us/step - loss: 0.3492 - accuracy: 0.8562
Epoch 77/100
225/225 [==============================] - 0s 935us/step - loss: 0.3486 - accuracy: 0.8571
Epoch 78/100
225/225 [==============================] - 0s 994us/step - loss: 0.3485 - accuracy: 0.8550
Epoch 79/100
225/225 [==============================] - 0s 905us/step - loss: 0.3487 - accuracy: 0.8562
Epoch 80/100
225/225 [==============================] - 0s 867us/step - loss: 0.3492 - accuracy: 0.8558
Epoch 81/100
225/225 [==============================] - 0s 900us/step - loss: 0.3485 - accuracy: 0.8564
Epoch 82/100
225/225 [==============================] - 0s 855us/step - loss: 0.3487 - accuracy: 0.8567
Epoch 83/100
225/225 [==============================] - 0s 863us/step - loss: 0.3482 - accuracy: 0.8551
Epoch 84/100
225/225 [==============================] - 0s 848us/step - loss: 0.3482 - accuracy: 0.8576
Epoch 85/100
225/225 [==============================] - 0s 879us/step - loss: 0.3484 - accuracy: 0.8553
Epoch 86/100
225/225 [==============================] - 0s 880us/step - loss: 0.3486 - accuracy: 0.8532
Epoch 87/100
225/225 [==============================] - 0s 893us/step - loss: 0.3481 - accuracy: 0.8571
Epoch 88/100
225/225 [==============================] - 0s 883us/step - loss: 0.3481 - accuracy: 0.8561
Epoch 89/100
225/225 [==============================] - 0s 901us/step - loss: 0.3479 - accuracy: 0.8565
Epoch 90/100
225/225 [==============================] - 0s 815us/step - loss: 0.3478 - accuracy: 0.8568
Epoch 91/100
225/225 [==============================] - 0s 804us/step - loss: 0.3481 - accuracy: 0.8571
Epoch 92/100
225/225 [==============================] - 0s 812us/step - loss: 0.3475 - accuracy: 0.8553
Epoch 93/100
225/225 [==============================] - 0s 880us/step - loss: 0.3474 - accuracy: 0.8569
Epoch 94/100
225/225 [==============================] - 0s 804us/step - loss: 0.3475 - accuracy: 0.8574
Epoch 95/100
225/225 [==============================] - 0s 839us/step - loss: 0.3468 - accuracy: 0.8578
Epoch 96/100
225/225 [==============================] - 0s 865us/step - loss: 0.3476 - accuracy: 0.8572
Epoch 97/100
225/225 [==============================] - 0s 806us/step - loss: 0.3481 - accuracy: 0.8547
Epoch 98/100
225/225 [==============================] - 0s 818us/step - loss: 0.3474 - accuracy: 0.8560
Epoch 99/100
225/225 [==============================] - 0s 906us/step - loss: 0.3465 - accuracy: 0.8569
Epoch 100/100
225/225 [==============================] - 0s 915us/step - loss: 0.3471 - accuracy: 0.8542
Epoch 1/100
225/225 [==============================] - 0s 786us/step - loss: 0.6138 - accuracy: 0.7981
Epoch 2/100
225/225 [==============================] - 0s 816us/step - loss: 0.4605 - accuracy: 0.7986
Epoch 3/100
225/225 [==============================] - 0s 789us/step - loss: 0.4365 - accuracy: 0.7986
Epoch 4/100
225/225 [==============================] - 0s 789us/step - loss: 0.4314 - accuracy: 0.7986
Epoch 5/100
225/225 [==============================] - 0s 778us/step - loss: 0.4290 - accuracy: 0.7986
Epoch 6/100
225/225 [==============================] - 0s 783us/step - loss: 0.4264 - accuracy: 0.7986
Epoch 7/100
225/225 [==============================] - 0s 784us/step - loss: 0.4236 - accuracy: 0.7986
Epoch 8/100
225/225 [==============================] - 0s 821us/step - loss: 0.4210 - accuracy: 0.8024
Epoch 9/100
225/225 [==============================] - 0s 792us/step - loss: 0.4183 - accuracy: 0.8272
Epoch 10/100
225/225 [==============================] - 0s 782us/step - loss: 0.4158 - accuracy: 0.8297
Epoch 11/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4138 - accuracy: 0.8324
Epoch 12/100
225/225 [==============================] - 0s 796us/step - loss: 0.4118 - accuracy: 0.8338
Epoch 13/100
225/225 [==============================] - 0s 838us/step - loss: 0.4102 - accuracy: 0.8351
Epoch 14/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4084 - accuracy: 0.8349
Epoch 15/100
225/225 [==============================] - 0s 823us/step - loss: 0.4072 - accuracy: 0.8365
Epoch 16/100
225/225 [==============================] - 0s 798us/step - loss: 0.4057 - accuracy: 0.8375
Epoch 17/100
225/225 [==============================] - 0s 788us/step - loss: 0.4044 - accuracy: 0.8375
Epoch 18/100
225/225 [==============================] - 0s 854us/step - loss: 0.4035 - accuracy: 0.8375
Epoch 19/100
225/225 [==============================] - 0s 805us/step - loss: 0.4022 - accuracy: 0.8375
Epoch 20/100
225/225 [==============================] - 0s 792us/step - loss: 0.4013 - accuracy: 0.8376
Epoch 21/100
225/225 [==============================] - 0s 813us/step - loss: 0.4005 - accuracy: 0.8381
Epoch 22/100
225/225 [==============================] - 0s 863us/step - loss: 0.3996 - accuracy: 0.8382
Epoch 23/100
225/225 [==============================] - 0s 867us/step - loss: 0.3987 - accuracy: 0.8383
Epoch 24/100
225/225 [==============================] - 0s 872us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 25/100
225/225 [==============================] - 0s 872us/step - loss: 0.3973 - accuracy: 0.8394
Epoch 26/100
225/225 [==============================] - 0s 852us/step - loss: 0.3969 - accuracy: 0.8379
Epoch 27/100
225/225 [==============================] - 0s 804us/step - loss: 0.3962 - accuracy: 0.8386
Epoch 28/100
225/225 [==============================] - 0s 796us/step - loss: 0.3957 - accuracy: 0.8382
Epoch 29/100
225/225 [==============================] - 0s 854us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 30/100
225/225 [==============================] - 0s 789us/step - loss: 0.3947 - accuracy: 0.8394
Epoch 31/100
225/225 [==============================] - 0s 794us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 32/100
225/225 [==============================] - 0s 794us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 33/100
225/225 [==============================] - 0s 826us/step - loss: 0.3939 - accuracy: 0.8393
Epoch 34/100
225/225 [==============================] - 0s 783us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 35/100
225/225 [==============================] - 0s 812us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 36/100
225/225 [==============================] - 0s 788us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 37/100
225/225 [==============================] - 0s 785us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 38/100
225/225 [==============================] - 0s 804us/step - loss: 0.3929 - accuracy: 0.8397
Epoch 39/100
225/225 [==============================] - 0s 803us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 40/100
225/225 [==============================] - 0s 796us/step - loss: 0.3927 - accuracy: 0.8385
Epoch 41/100
225/225 [==============================] - 0s 791us/step - loss: 0.3922 - accuracy: 0.8393
Epoch 42/100
225/225 [==============================] - 0s 789us/step - loss: 0.3924 - accuracy: 0.8393
Epoch 43/100
225/225 [==============================] - 0s 801us/step - loss: 0.3919 - accuracy: 0.8394
Epoch 44/100
225/225 [==============================] - 0s 802us/step - loss: 0.3919 - accuracy: 0.8389
Epoch 45/100
225/225 [==============================] - 0s 812us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 46/100
225/225 [==============================] - 0s 794us/step - loss: 0.3914 - accuracy: 0.8404
Epoch 47/100
225/225 [==============================] - 0s 790us/step - loss: 0.3915 - accuracy: 0.8394
Epoch 48/100
225/225 [==============================] - 0s 793us/step - loss: 0.3913 - accuracy: 0.8399
Epoch 49/100
225/225 [==============================] - 0s 793us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 50/100
225/225 [==============================] - 0s 808us/step - loss: 0.3910 - accuracy: 0.8401
Epoch 51/100
225/225 [==============================] - 0s 794us/step - loss: 0.3906 - accuracy: 0.8413
Epoch 52/100
225/225 [==============================] - 0s 791us/step - loss: 0.3911 - accuracy: 0.8404
Epoch 53/100
225/225 [==============================] - 0s 781us/step - loss: 0.3907 - accuracy: 0.8397
Epoch 54/100
225/225 [==============================] - 0s 802us/step - loss: 0.3906 - accuracy: 0.8394
Epoch 55/100
225/225 [==============================] - 0s 818us/step - loss: 0.3907 - accuracy: 0.8419
Epoch 56/100
225/225 [==============================] - 0s 797us/step - loss: 0.3906 - accuracy: 0.8425
Epoch 57/100
225/225 [==============================] - 0s 830us/step - loss: 0.3905 - accuracy: 0.8411
Epoch 58/100
225/225 [==============================] - 0s 795us/step - loss: 0.3905 - accuracy: 0.8408
Epoch 59/100
225/225 [==============================] - 0s 790us/step - loss: 0.3904 - accuracy: 0.8404
Epoch 60/100
225/225 [==============================] - 0s 800us/step - loss: 0.3905 - accuracy: 0.8408
Epoch 61/100
225/225 [==============================] - 0s 837us/step - loss: 0.3902 - accuracy: 0.8417
Epoch 62/100
225/225 [==============================] - 0s 792us/step - loss: 0.3902 - accuracy: 0.8406
Epoch 63/100
225/225 [==============================] - 0s 792us/step - loss: 0.3901 - accuracy: 0.8414
Epoch 64/100
225/225 [==============================] - 0s 789us/step - loss: 0.3899 - accuracy: 0.8417
Epoch 65/100
225/225 [==============================] - 0s 800us/step - loss: 0.3900 - accuracy: 0.8422
Epoch 66/100
225/225 [==============================] - 0s 819us/step - loss: 0.3900 - accuracy: 0.8429
Epoch 67/100
225/225 [==============================] - 0s 795us/step - loss: 0.3900 - accuracy: 0.8419
Epoch 68/100
225/225 [==============================] - 0s 791us/step - loss: 0.3898 - accuracy: 0.8415
Epoch 69/100
225/225 [==============================] - 0s 783us/step - loss: 0.3896 - accuracy: 0.8417
Epoch 70/100
225/225 [==============================] - 0s 791us/step - loss: 0.3900 - accuracy: 0.8428
Epoch 71/100
225/225 [==============================] - 0s 801us/step - loss: 0.3897 - accuracy: 0.8411
Epoch 72/100
225/225 [==============================] - 0s 897us/step - loss: 0.3897 - accuracy: 0.8418
Epoch 73/100
225/225 [==============================] - 0s 791us/step - loss: 0.3899 - accuracy: 0.8414
Epoch 74/100
225/225 [==============================] - 0s 783us/step - loss: 0.3898 - accuracy: 0.8415
Epoch 75/100
225/225 [==============================] - 0s 792us/step - loss: 0.3900 - accuracy: 0.8424
Epoch 76/100
225/225 [==============================] - 0s 795us/step - loss: 0.3896 - accuracy: 0.8414
Epoch 77/100
225/225 [==============================] - 0s 803us/step - loss: 0.3897 - accuracy: 0.8428
Epoch 78/100
225/225 [==============================] - 0s 790us/step - loss: 0.3897 - accuracy: 0.8401
Epoch 79/100
225/225 [==============================] - 0s 794us/step - loss: 0.3893 - accuracy: 0.8414
Epoch 80/100
225/225 [==============================] - 0s 789us/step - loss: 0.3897 - accuracy: 0.8417
Epoch 81/100
225/225 [==============================] - 0s 787us/step - loss: 0.3892 - accuracy: 0.8413
Epoch 82/100
225/225 [==============================] - 0s 798us/step - loss: 0.3895 - accuracy: 0.8421
Epoch 83/100
225/225 [==============================] - 0s 829us/step - loss: 0.3892 - accuracy: 0.8421
Epoch 84/100
225/225 [==============================] - 0s 791us/step - loss: 0.3897 - accuracy: 0.8431
Epoch 85/100
225/225 [==============================] - 0s 802us/step - loss: 0.3894 - accuracy: 0.8424
Epoch 86/100
225/225 [==============================] - 0s 787us/step - loss: 0.3895 - accuracy: 0.8424
Epoch 87/100
225/225 [==============================] - 0s 790us/step - loss: 0.3895 - accuracy: 0.8408
Epoch 88/100
225/225 [==============================] - 0s 836us/step - loss: 0.3891 - accuracy: 0.8414
Epoch 89/100
225/225 [==============================] - 0s 789us/step - loss: 0.3891 - accuracy: 0.8417
Epoch 90/100
225/225 [==============================] - 0s 861us/step - loss: 0.3894 - accuracy: 0.8417
Epoch 91/100
225/225 [==============================] - 0s 791us/step - loss: 0.3896 - accuracy: 0.8415
Epoch 92/100
225/225 [==============================] - 0s 792us/step - loss: 0.3893 - accuracy: 0.8428
Epoch 93/100
225/225 [==============================] - 0s 794us/step - loss: 0.3895 - accuracy: 0.8415
Epoch 94/100
225/225 [==============================] - 0s 805us/step - loss: 0.3893 - accuracy: 0.8429
Epoch 95/100
225/225 [==============================] - 0s 795us/step - loss: 0.3895 - accuracy: 0.8428
Epoch 96/100
225/225 [==============================] - 0s 794us/step - loss: 0.3894 - accuracy: 0.8419
Epoch 97/100
225/225 [==============================] - 0s 785us/step - loss: 0.3894 - accuracy: 0.8435
Epoch 98/100
225/225 [==============================] - 0s 793us/step - loss: 0.3895 - accuracy: 0.8418
Epoch 99/100
225/225 [==============================] - 0s 820us/step - loss: 0.3892 - accuracy: 0.8425
Epoch 100/100
225/225 [==============================] - 0s 797us/step - loss: 0.3891 - accuracy: 0.8419
Epoch 1/100
225/225 [==============================] - 0s 830us/step - loss: 0.6403 - accuracy: 0.7942
Epoch 2/100
225/225 [==============================] - 0s 832us/step - loss: 0.4924 - accuracy: 0.7978
Epoch 3/100
225/225 [==============================] - 0s 861us/step - loss: 0.4412 - accuracy: 0.7978
Epoch 4/100
225/225 [==============================] - 0s 832us/step - loss: 0.4348 - accuracy: 0.7978
Epoch 5/100
225/225 [==============================] - 0s 888us/step - loss: 0.4317 - accuracy: 0.7978
Epoch 6/100
225/225 [==============================] - 0s 834us/step - loss: 0.4296 - accuracy: 0.7978
Epoch 7/100
225/225 [==============================] - 0s 834us/step - loss: 0.4283 - accuracy: 0.7978
Epoch 8/100
225/225 [==============================] - 0s 846us/step - loss: 0.4268 - accuracy: 0.7978
Epoch 9/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4252 - accuracy: 0.7978
Epoch 10/100
225/225 [==============================] - 0s 799us/step - loss: 0.4231 - accuracy: 0.7978
Epoch 11/100
225/225 [==============================] - 0s 800us/step - loss: 0.4212 - accuracy: 0.7978
Epoch 12/100
225/225 [==============================] - 0s 792us/step - loss: 0.4195 - accuracy: 0.8078
Epoch 13/100
225/225 [==============================] - 0s 792us/step - loss: 0.4179 - accuracy: 0.8228
Epoch 14/100
225/225 [==============================] - 0s 834us/step - loss: 0.4166 - accuracy: 0.8260
Epoch 15/100
225/225 [==============================] - 0s 786us/step - loss: 0.4154 - accuracy: 0.8253
Epoch 16/100
225/225 [==============================] - 0s 797us/step - loss: 0.4142 - accuracy: 0.8260
Epoch 17/100
225/225 [==============================] - 0s 788us/step - loss: 0.4130 - accuracy: 0.8281
Epoch 18/100
225/225 [==============================] - 0s 793us/step - loss: 0.4120 - accuracy: 0.8286
Epoch 19/100
225/225 [==============================] - 0s 857us/step - loss: 0.4114 - accuracy: 0.8301
Epoch 20/100
225/225 [==============================] - 0s 787us/step - loss: 0.4105 - accuracy: 0.8318
Epoch 21/100
225/225 [==============================] - 0s 800us/step - loss: 0.4096 - accuracy: 0.8336
Epoch 22/100
225/225 [==============================] - 0s 785us/step - loss: 0.4090 - accuracy: 0.8339
Epoch 23/100
225/225 [==============================] - 0s 786us/step - loss: 0.4084 - accuracy: 0.8338
Epoch 24/100
225/225 [==============================] - 0s 792us/step - loss: 0.4076 - accuracy: 0.8340
Epoch 25/100
225/225 [==============================] - 0s 847us/step - loss: 0.4071 - accuracy: 0.8354
Epoch 26/100
225/225 [==============================] - 0s 789us/step - loss: 0.4066 - accuracy: 0.8364
Epoch 27/100
225/225 [==============================] - 0s 794us/step - loss: 0.4059 - accuracy: 0.8364
Epoch 28/100
225/225 [==============================] - 0s 790us/step - loss: 0.4054 - accuracy: 0.8363
Epoch 29/100
225/225 [==============================] - 0s 796us/step - loss: 0.4049 - accuracy: 0.8363
Epoch 30/100
225/225 [==============================] - 0s 808us/step - loss: 0.4043 - accuracy: 0.8368
Epoch 31/100
225/225 [==============================] - 0s 786us/step - loss: 0.4041 - accuracy: 0.8360
Epoch 32/100
225/225 [==============================] - 0s 807us/step - loss: 0.4037 - accuracy: 0.8378
Epoch 33/100
225/225 [==============================] - 0s 792us/step - loss: 0.4034 - accuracy: 0.8364
Epoch 34/100
225/225 [==============================] - 0s 786us/step - loss: 0.4029 - accuracy: 0.8367
Epoch 35/100
225/225 [==============================] - 0s 802us/step - loss: 0.4025 - accuracy: 0.8360
Epoch 36/100
225/225 [==============================] - 0s 828us/step - loss: 0.4022 - accuracy: 0.8369
Epoch 37/100
225/225 [==============================] - 0s 790us/step - loss: 0.4019 - accuracy: 0.8379
Epoch 38/100
225/225 [==============================] - 0s 853us/step - loss: 0.4015 - accuracy: 0.8372
Epoch 39/100
225/225 [==============================] - 0s 820us/step - loss: 0.4014 - accuracy: 0.8371
Epoch 40/100
225/225 [==============================] - 0s 796us/step - loss: 0.4012 - accuracy: 0.8382
Epoch 41/100
225/225 [==============================] - 0s 840us/step - loss: 0.4009 - accuracy: 0.8372
Epoch 42/100
225/225 [==============================] - 0s 815us/step - loss: 0.4005 - accuracy: 0.8376
Epoch 43/100
225/225 [==============================] - 0s 795us/step - loss: 0.4002 - accuracy: 0.8367
Epoch 44/100
225/225 [==============================] - 0s 790us/step - loss: 0.4003 - accuracy: 0.8372
Epoch 45/100
225/225 [==============================] - 0s 796us/step - loss: 0.4001 - accuracy: 0.8382
Epoch 46/100
225/225 [==============================] - 0s 810us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 47/100
225/225 [==============================] - 0s 821us/step - loss: 0.3997 - accuracy: 0.8376
Epoch 48/100
225/225 [==============================] - 0s 797us/step - loss: 0.3994 - accuracy: 0.8372
Epoch 49/100
225/225 [==============================] - 0s 805us/step - loss: 0.3995 - accuracy: 0.8374
Epoch 50/100
225/225 [==============================] - 0s 792us/step - loss: 0.3993 - accuracy: 0.8375
Epoch 51/100
225/225 [==============================] - 0s 791us/step - loss: 0.3992 - accuracy: 0.8383
Epoch 52/100
225/225 [==============================] - 0s 837us/step - loss: 0.3991 - accuracy: 0.8379
Epoch 53/100
225/225 [==============================] - 0s 796us/step - loss: 0.3990 - accuracy: 0.8376
Epoch 54/100
225/225 [==============================] - 0s 810us/step - loss: 0.3989 - accuracy: 0.8375
Epoch 55/100
225/225 [==============================] - 0s 796us/step - loss: 0.3988 - accuracy: 0.8379
Epoch 56/100
225/225 [==============================] - 0s 798us/step - loss: 0.3986 - accuracy: 0.8383
Epoch 57/100
225/225 [==============================] - 0s 801us/step - loss: 0.3984 - accuracy: 0.8385
Epoch 58/100
225/225 [==============================] - 0s 812us/step - loss: 0.3983 - accuracy: 0.8382
Epoch 59/100
225/225 [==============================] - 0s 827us/step - loss: 0.3982 - accuracy: 0.8368
Epoch 60/100
225/225 [==============================] - 0s 796us/step - loss: 0.3983 - accuracy: 0.8376
Epoch 61/100
225/225 [==============================] - 0s 793us/step - loss: 0.3981 - accuracy: 0.8381
Epoch 62/100
225/225 [==============================] - 0s 791us/step - loss: 0.3982 - accuracy: 0.8382
Epoch 63/100
225/225 [==============================] - 0s 841us/step - loss: 0.3979 - accuracy: 0.8381
Epoch 64/100
225/225 [==============================] - 0s 791us/step - loss: 0.3980 - accuracy: 0.8372
Epoch 65/100
225/225 [==============================] - 0s 800us/step - loss: 0.3980 - accuracy: 0.8378
Epoch 66/100
225/225 [==============================] - 0s 788us/step - loss: 0.3980 - accuracy: 0.8382
Epoch 67/100
225/225 [==============================] - 0s 797us/step - loss: 0.3978 - accuracy: 0.8376
Epoch 68/100
225/225 [==============================] - 0s 834us/step - loss: 0.3978 - accuracy: 0.8374
Epoch 69/100
225/225 [==============================] - 0s 799us/step - loss: 0.3976 - accuracy: 0.8367
Epoch 70/100
225/225 [==============================] - 0s 796us/step - loss: 0.3975 - accuracy: 0.8372
Epoch 71/100
225/225 [==============================] - 0s 800us/step - loss: 0.3976 - accuracy: 0.8369
Epoch 72/100
225/225 [==============================] - 0s 797us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 73/100
225/225 [==============================] - 0s 919us/step - loss: 0.3974 - accuracy: 0.8376
Epoch 74/100
225/225 [==============================] - 0s 849us/step - loss: 0.3973 - accuracy: 0.8376
Epoch 75/100
225/225 [==============================] - 0s 799us/step - loss: 0.3972 - accuracy: 0.8379
Epoch 76/100
225/225 [==============================] - 0s 798us/step - loss: 0.3970 - accuracy: 0.8375
Epoch 77/100
225/225 [==============================] - 0s 789us/step - loss: 0.3969 - accuracy: 0.8376
Epoch 78/100
225/225 [==============================] - 0s 828us/step - loss: 0.3971 - accuracy: 0.8369
Epoch 79/100
225/225 [==============================] - 0s 818us/step - loss: 0.3967 - accuracy: 0.8372
Epoch 80/100
225/225 [==============================] - 0s 795us/step - loss: 0.3967 - accuracy: 0.8389
Epoch 81/100
225/225 [==============================] - 0s 809us/step - loss: 0.3967 - accuracy: 0.8376
Epoch 82/100
225/225 [==============================] - 0s 791us/step - loss: 0.3966 - accuracy: 0.8378
Epoch 83/100
225/225 [==============================] - 0s 791us/step - loss: 0.3963 - accuracy: 0.8388
Epoch 84/100
225/225 [==============================] - 0s 805us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 85/100
225/225 [==============================] - 0s 790us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 86/100
225/225 [==============================] - 0s 862us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 87/100
225/225 [==============================] - 0s 802us/step - loss: 0.3957 - accuracy: 0.8389
Epoch 88/100
225/225 [==============================] - 0s 792us/step - loss: 0.3955 - accuracy: 0.8385
Epoch 89/100
225/225 [==============================] - 0s 803us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 90/100
225/225 [==============================] - 0s 830us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 91/100
225/225 [==============================] - 0s 798us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 92/100
225/225 [==============================] - 0s 801us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 93/100
225/225 [==============================] - 0s 794us/step - loss: 0.3944 - accuracy: 0.8376
Epoch 94/100
225/225 [==============================] - 0s 791us/step - loss: 0.3940 - accuracy: 0.8372
Epoch 95/100
225/225 [==============================] - 0s 808us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 96/100
225/225 [==============================] - 0s 813us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 97/100
225/225 [==============================] - 0s 796us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 98/100
225/225 [==============================] - 0s 800us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 99/100
225/225 [==============================] - 0s 794us/step - loss: 0.3929 - accuracy: 0.8392
Epoch 100/100
225/225 [==============================] - 0s 799us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 1/100
225/225 [==============================] - 0s 824us/step - loss: 0.6388 - accuracy: 0.7921
Epoch 2/100
225/225 [==============================] - 0s 827us/step - loss: 0.5041 - accuracy: 0.7940
Epoch 3/100
225/225 [==============================] - 0s 832us/step - loss: 0.4466 - accuracy: 0.7940
Epoch 4/100
225/225 [==============================] - 0s 902us/step - loss: 0.4291 - accuracy: 0.8000
Epoch 5/100
225/225 [==============================] - 0s 830us/step - loss: 0.4162 - accuracy: 0.8111
Epoch 6/100
225/225 [==============================] - 0s 839us/step - loss: 0.4049 - accuracy: 0.8147
Epoch 7/100
225/225 [==============================] - 0s 831us/step - loss: 0.3953 - accuracy: 0.8174
Epoch 8/100
225/225 [==============================] - 0s 827us/step - loss: 0.3881 - accuracy: 0.8189
Epoch 9/100
225/225 [==============================] - 0s 859us/step - loss: 0.3829 - accuracy: 0.8186
Epoch 10/100
225/225 [==============================] - 0s 853us/step - loss: 0.3786 - accuracy: 0.8192
Epoch 11/100
225/225 [==============================] - 0s 850us/step - loss: 0.3754 - accuracy: 0.8360
Epoch 12/100
225/225 [==============================] - 0s 827us/step - loss: 0.3724 - accuracy: 0.8408
Epoch 13/100
225/225 [==============================] - 0s 821us/step - loss: 0.3691 - accuracy: 0.8439
Epoch 14/100
225/225 [==============================] - 0s 885us/step - loss: 0.3659 - accuracy: 0.8481
Epoch 15/100
225/225 [==============================] - 0s 830us/step - loss: 0.3629 - accuracy: 0.8515
Epoch 16/100
225/225 [==============================] - 0s 824us/step - loss: 0.3604 - accuracy: 0.8517
Epoch 17/100
225/225 [==============================] - 0s 831us/step - loss: 0.3583 - accuracy: 0.8557
Epoch 18/100
225/225 [==============================] - 0s 823us/step - loss: 0.3567 - accuracy: 0.8575
Epoch 19/100
225/225 [==============================] - 0s 890us/step - loss: 0.3552 - accuracy: 0.8562
Epoch 20/100
225/225 [==============================] - 0s 837us/step - loss: 0.3540 - accuracy: 0.8586
Epoch 21/100
225/225 [==============================] - 0s 826us/step - loss: 0.3527 - accuracy: 0.8594
Epoch 22/100
225/225 [==============================] - 0s 838us/step - loss: 0.3515 - accuracy: 0.8601
Epoch 23/100
225/225 [==============================] - 0s 825us/step - loss: 0.3510 - accuracy: 0.8614
Epoch 24/100
225/225 [==============================] - 0s 833us/step - loss: 0.3501 - accuracy: 0.8617
Epoch 25/100
225/225 [==============================] - 0s 850us/step - loss: 0.3491 - accuracy: 0.8599
Epoch 26/100
225/225 [==============================] - 0s 827us/step - loss: 0.3483 - accuracy: 0.8603
Epoch 27/100
225/225 [==============================] - 0s 837us/step - loss: 0.3478 - accuracy: 0.8599
Epoch 28/100
225/225 [==============================] - 0s 831us/step - loss: 0.3470 - accuracy: 0.8610
Epoch 29/100
225/225 [==============================] - 0s 824us/step - loss: 0.3461 - accuracy: 0.8610
Epoch 30/100
225/225 [==============================] - 0s 885us/step - loss: 0.3454 - accuracy: 0.8615
Epoch 31/100
225/225 [==============================] - 0s 839us/step - loss: 0.3450 - accuracy: 0.8603
Epoch 32/100
225/225 [==============================] - 0s 826us/step - loss: 0.3442 - accuracy: 0.8615
Epoch 33/100
225/225 [==============================] - 0s 826us/step - loss: 0.3436 - accuracy: 0.8612
Epoch 34/100
225/225 [==============================] - 0s 831us/step - loss: 0.3432 - accuracy: 0.8614
Epoch 35/100
225/225 [==============================] - 0s 870us/step - loss: 0.3428 - accuracy: 0.8610
Epoch 36/100
225/225 [==============================] - 0s 840us/step - loss: 0.3426 - accuracy: 0.8612
Epoch 37/100
225/225 [==============================] - 0s 832us/step - loss: 0.3420 - accuracy: 0.8617
Epoch 38/100
225/225 [==============================] - 0s 837us/step - loss: 0.3415 - accuracy: 0.8626
Epoch 39/100
225/225 [==============================] - 0s 826us/step - loss: 0.3404 - accuracy: 0.8621
Epoch 40/100
225/225 [==============================] - 0s 842us/step - loss: 0.3405 - accuracy: 0.8635
Epoch 41/100
225/225 [==============================] - 0s 833us/step - loss: 0.3399 - accuracy: 0.8625
Epoch 42/100
225/225 [==============================] - 0s 825us/step - loss: 0.3392 - accuracy: 0.8621
Epoch 43/100
225/225 [==============================] - 0s 823us/step - loss: 0.3393 - accuracy: 0.8640
Epoch 44/100
225/225 [==============================] - 0s 824us/step - loss: 0.3391 - accuracy: 0.8621
Epoch 45/100
225/225 [==============================] - 0s 854us/step - loss: 0.3387 - accuracy: 0.8633
Epoch 46/100
225/225 [==============================] - 0s 841us/step - loss: 0.3387 - accuracy: 0.8615
Epoch 47/100
225/225 [==============================] - 0s 830us/step - loss: 0.3382 - accuracy: 0.8626
Epoch 48/100
225/225 [==============================] - 0s 833us/step - loss: 0.3379 - accuracy: 0.8610
Epoch 49/100
225/225 [==============================] - 0s 828us/step - loss: 0.3379 - accuracy: 0.8619
Epoch 50/100
225/225 [==============================] - 0s 859us/step - loss: 0.3375 - accuracy: 0.8615
Epoch 51/100
225/225 [==============================] - 0s 912us/step - loss: 0.3374 - accuracy: 0.8626
Epoch 52/100
225/225 [==============================] - 0s 824us/step - loss: 0.3373 - accuracy: 0.8614
Epoch 53/100
225/225 [==============================] - 0s 839us/step - loss: 0.3370 - accuracy: 0.8624
Epoch 54/100
225/225 [==============================] - 0s 837us/step - loss: 0.3367 - accuracy: 0.8621
Epoch 55/100
225/225 [==============================] - 0s 838us/step - loss: 0.3367 - accuracy: 0.8629
Epoch 56/100
225/225 [==============================] - 0s 857us/step - loss: 0.3368 - accuracy: 0.8597
Epoch 57/100
225/225 [==============================] - 0s 833us/step - loss: 0.3366 - accuracy: 0.8635
Epoch 58/100
225/225 [==============================] - 0s 831us/step - loss: 0.3368 - accuracy: 0.8628
Epoch 59/100
225/225 [==============================] - 0s 829us/step - loss: 0.3359 - accuracy: 0.8637
Epoch 60/100
225/225 [==============================] - 0s 825us/step - loss: 0.3362 - accuracy: 0.8632
Epoch 61/100
225/225 [==============================] - 0s 968us/step - loss: 0.3362 - accuracy: 0.8626
Epoch 62/100
225/225 [==============================] - 0s 821us/step - loss: 0.3361 - accuracy: 0.8640
Epoch 63/100
225/225 [==============================] - 0s 786us/step - loss: 0.3355 - accuracy: 0.8629
Epoch 64/100
225/225 [==============================] - 0s 789us/step - loss: 0.3353 - accuracy: 0.8642
Epoch 65/100
225/225 [==============================] - 0s 791us/step - loss: 0.3355 - accuracy: 0.8654
Epoch 66/100
225/225 [==============================] - 0s 779us/step - loss: 0.3354 - accuracy: 0.8640
Epoch 67/100
225/225 [==============================] - 0s 847us/step - loss: 0.3346 - accuracy: 0.8644
Epoch 68/100
225/225 [==============================] - 0s 787us/step - loss: 0.3351 - accuracy: 0.8644
Epoch 69/100
225/225 [==============================] - 0s 788us/step - loss: 0.3349 - accuracy: 0.8637
Epoch 70/100
225/225 [==============================] - 0s 781us/step - loss: 0.3347 - accuracy: 0.8635
Epoch 71/100
225/225 [==============================] - 0s 787us/step - loss: 0.3344 - accuracy: 0.8643
Epoch 72/100
225/225 [==============================] - 0s 828us/step - loss: 0.3347 - accuracy: 0.8661
Epoch 73/100
225/225 [==============================] - 0s 780us/step - loss: 0.3345 - accuracy: 0.8633
Epoch 74/100
225/225 [==============================] - 0s 789us/step - loss: 0.3346 - accuracy: 0.8664
Epoch 75/100
225/225 [==============================] - 0s 795us/step - loss: 0.3343 - accuracy: 0.8647
Epoch 76/100
225/225 [==============================] - 0s 790us/step - loss: 0.3341 - accuracy: 0.8636
Epoch 77/100
225/225 [==============================] - 0s 815us/step - loss: 0.3336 - accuracy: 0.8636
Epoch 78/100
225/225 [==============================] - 0s 798us/step - loss: 0.3341 - accuracy: 0.8636
Epoch 79/100
225/225 [==============================] - 0s 787us/step - loss: 0.3339 - accuracy: 0.8642
Epoch 80/100
225/225 [==============================] - 0s 792us/step - loss: 0.3341 - accuracy: 0.8637
Epoch 81/100
225/225 [==============================] - 0s 800us/step - loss: 0.3336 - accuracy: 0.8653
Epoch 82/100
225/225 [==============================] - 0s 789us/step - loss: 0.3341 - accuracy: 0.8651
Epoch 83/100
225/225 [==============================] - 0s 796us/step - loss: 0.3337 - accuracy: 0.8654
Epoch 84/100
225/225 [==============================] - 0s 828us/step - loss: 0.3339 - accuracy: 0.8640
Epoch 85/100
225/225 [==============================] - 0s 780us/step - loss: 0.3340 - accuracy: 0.8665
Epoch 86/100
225/225 [==============================] - 0s 797us/step - loss: 0.3337 - accuracy: 0.8661
Epoch 87/100
225/225 [==============================] - 0s 789us/step - loss: 0.3336 - accuracy: 0.8654
Epoch 88/100
225/225 [==============================] - 0s 828us/step - loss: 0.3336 - accuracy: 0.8656
Epoch 89/100
225/225 [==============================] - 0s 796us/step - loss: 0.3340 - accuracy: 0.8647
Epoch 90/100
225/225 [==============================] - 0s 786us/step - loss: 0.3338 - accuracy: 0.8656
Epoch 91/100
225/225 [==============================] - 0s 807us/step - loss: 0.3337 - accuracy: 0.8660
Epoch 92/100
225/225 [==============================] - 0s 899us/step - loss: 0.3336 - accuracy: 0.8644
Epoch 93/100
225/225 [==============================] - 0s 787us/step - loss: 0.3333 - accuracy: 0.8653
Epoch 94/100
225/225 [==============================] - 0s 843us/step - loss: 0.3339 - accuracy: 0.8650
Epoch 95/100
225/225 [==============================] - 0s 784us/step - loss: 0.3337 - accuracy: 0.8653
Epoch 96/100
225/225 [==============================] - 0s 816us/step - loss: 0.3333 - accuracy: 0.8644
Epoch 97/100
225/225 [==============================] - 0s 820us/step - loss: 0.3330 - accuracy: 0.8668
Epoch 98/100
225/225 [==============================] - 0s 788us/step - loss: 0.3335 - accuracy: 0.8644
Epoch 99/100
225/225 [==============================] - 0s 812us/step - loss: 0.3337 - accuracy: 0.8656
Epoch 100/100
225/225 [==============================] - 0s 808us/step - loss: 0.3334 - accuracy: 0.8643
Epoch 1/100
225/225 [==============================] - 0s 824us/step - loss: 0.6414 - accuracy: 0.7935
Epoch 2/100
225/225 [==============================] - 0s 858us/step - loss: 0.5131 - accuracy: 0.7960
Epoch 3/100
225/225 [==============================] - 0s 835us/step - loss: 0.4498 - accuracy: 0.7960
Epoch 4/100
225/225 [==============================] - 0s 837us/step - loss: 0.4397 - accuracy: 0.7960
Epoch 5/100
225/225 [==============================] - 0s 836us/step - loss: 0.4357 - accuracy: 0.7960
Epoch 6/100
225/225 [==============================] - 0s 832us/step - loss: 0.4336 - accuracy: 0.7960
Epoch 7/100
225/225 [==============================] - 0s 829us/step - loss: 0.4323 - accuracy: 0.7960
Epoch 8/100
225/225 [==============================] - 0s 877us/step - loss: 0.4314 - accuracy: 0.7960
Epoch 9/100
225/225 [==============================] - 0s 836us/step - loss: 0.4308 - accuracy: 0.7960
Epoch 10/100
225/225 [==============================] - 0s 827us/step - loss: 0.4303 - accuracy: 0.7960
Epoch 11/100
225/225 [==============================] - 0s 842us/step - loss: 0.4298 - accuracy: 0.7960
Epoch 12/100
225/225 [==============================] - 0s 830us/step - loss: 0.4292 - accuracy: 0.7960
Epoch 13/100
225/225 [==============================] - 0s 874us/step - loss: 0.4284 - accuracy: 0.7960
Epoch 14/100
225/225 [==============================] - 0s 861us/step - loss: 0.4278 - accuracy: 0.7960
Epoch 15/100
225/225 [==============================] - 0s 831us/step - loss: 0.4268 - accuracy: 0.7960
Epoch 16/100
225/225 [==============================] - 0s 837us/step - loss: 0.4258 - accuracy: 0.7960
Epoch 17/100
225/225 [==============================] - 0s 823us/step - loss: 0.4247 - accuracy: 0.7992
Epoch 18/100
225/225 [==============================] - 0s 895us/step - loss: 0.4235 - accuracy: 0.8160
Epoch 19/100
225/225 [==============================] - 0s 825us/step - loss: 0.4224 - accuracy: 0.8185
Epoch 20/100
225/225 [==============================] - 0s 828us/step - loss: 0.4212 - accuracy: 0.8186
Epoch 21/100
225/225 [==============================] - 0s 833us/step - loss: 0.4201 - accuracy: 0.8190
Epoch 22/100
225/225 [==============================] - 0s 822us/step - loss: 0.4190 - accuracy: 0.8229
Epoch 23/100
225/225 [==============================] - 0s 843us/step - loss: 0.4179 - accuracy: 0.8239
Epoch 24/100
225/225 [==============================] - 0s 835us/step - loss: 0.4171 - accuracy: 0.8247
Epoch 25/100
225/225 [==============================] - 0s 825us/step - loss: 0.4163 - accuracy: 0.8260
Epoch 26/100
225/225 [==============================] - 0s 835us/step - loss: 0.4153 - accuracy: 0.8275
Epoch 27/100
225/225 [==============================] - 0s 832us/step - loss: 0.4145 - accuracy: 0.8282
Epoch 28/100
225/225 [==============================] - 0s 863us/step - loss: 0.4137 - accuracy: 0.8307
Epoch 29/100
225/225 [==============================] - 0s 855us/step - loss: 0.4130 - accuracy: 0.8310
Epoch 30/100
225/225 [==============================] - 0s 825us/step - loss: 0.4119 - accuracy: 0.8329
Epoch 31/100
225/225 [==============================] - 0s 823us/step - loss: 0.4115 - accuracy: 0.8335
Epoch 32/100
225/225 [==============================] - 0s 854us/step - loss: 0.4108 - accuracy: 0.8333
Epoch 33/100
225/225 [==============================] - 0s 828us/step - loss: 0.4101 - accuracy: 0.8325
Epoch 34/100
225/225 [==============================] - 0s 832us/step - loss: 0.4094 - accuracy: 0.8324
Epoch 35/100
225/225 [==============================] - 0s 828us/step - loss: 0.4087 - accuracy: 0.8333
Epoch 36/100
225/225 [==============================] - 0s 824us/step - loss: 0.4083 - accuracy: 0.8346
Epoch 37/100
225/225 [==============================] - 0s 866us/step - loss: 0.4078 - accuracy: 0.8329
Epoch 38/100
225/225 [==============================] - 0s 936us/step - loss: 0.4072 - accuracy: 0.8333
Epoch 39/100
225/225 [==============================] - 0s 959us/step - loss: 0.4067 - accuracy: 0.8347
Epoch 40/100
225/225 [==============================] - 0s 851us/step - loss: 0.4064 - accuracy: 0.8338
Epoch 41/100
225/225 [==============================] - 0s 869us/step - loss: 0.4061 - accuracy: 0.8343
Epoch 42/100
225/225 [==============================] - 0s 955us/step - loss: 0.4055 - accuracy: 0.8336
Epoch 43/100
225/225 [==============================] - 0s 890us/step - loss: 0.4053 - accuracy: 0.8338
Epoch 44/100
225/225 [==============================] - 0s 934us/step - loss: 0.4049 - accuracy: 0.8353
Epoch 45/100
225/225 [==============================] - 0s 975us/step - loss: 0.4044 - accuracy: 0.8350
Epoch 46/100
225/225 [==============================] - 0s 935us/step - loss: 0.4042 - accuracy: 0.8336
Epoch 47/100
225/225 [==============================] - 0s 936us/step - loss: 0.4038 - accuracy: 0.8356
Epoch 48/100
225/225 [==============================] - 0s 963us/step - loss: 0.4036 - accuracy: 0.8351
Epoch 49/100
225/225 [==============================] - 0s 937us/step - loss: 0.4033 - accuracy: 0.8358
Epoch 50/100
225/225 [==============================] - 0s 925us/step - loss: 0.4031 - accuracy: 0.8354
Epoch 51/100
225/225 [==============================] - 0s 926us/step - loss: 0.4029 - accuracy: 0.8350
Epoch 52/100
225/225 [==============================] - 0s 957us/step - loss: 0.4024 - accuracy: 0.8353
Epoch 53/100
225/225 [==============================] - 0s 996us/step - loss: 0.4023 - accuracy: 0.8344
Epoch 54/100
225/225 [==============================] - 0s 928us/step - loss: 0.4019 - accuracy: 0.8351
Epoch 55/100
225/225 [==============================] - 0s 905us/step - loss: 0.4019 - accuracy: 0.8349
Epoch 56/100
225/225 [==============================] - 0s 985us/step - loss: 0.4014 - accuracy: 0.8354
Epoch 57/100
225/225 [==============================] - 0s 946us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 58/100
225/225 [==============================] - 0s 955us/step - loss: 0.4011 - accuracy: 0.8357
Epoch 59/100
225/225 [==============================] - 0s 927us/step - loss: 0.4010 - accuracy: 0.8361
Epoch 60/100
225/225 [==============================] - 0s 945us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 61/100
225/225 [==============================] - 0s 929us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 62/100
225/225 [==============================] - 0s 941us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 63/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8379
Epoch 64/100
225/225 [==============================] - 0s 993us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 65/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8364
Epoch 66/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8369
Epoch 67/100
225/225 [==============================] - 0s 964us/step - loss: 0.4000 - accuracy: 0.8374
Epoch 68/100
225/225 [==============================] - 0s 982us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 69/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8368
Epoch 70/100
225/225 [==============================] - 0s 917us/step - loss: 0.3997 - accuracy: 0.8379
Epoch 71/100
225/225 [==============================] - 0s 982us/step - loss: 0.3995 - accuracy: 0.8378
Epoch 72/100
225/225 [==============================] - 0s 926us/step - loss: 0.3995 - accuracy: 0.8368
Epoch 73/100
225/225 [==============================] - 0s 931us/step - loss: 0.3995 - accuracy: 0.8365
Epoch 74/100
225/225 [==============================] - 0s 930us/step - loss: 0.3991 - accuracy: 0.8371
Epoch 75/100
225/225 [==============================] - 0s 940us/step - loss: 0.3991 - accuracy: 0.8375
Epoch 76/100
225/225 [==============================] - 0s 983us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 77/100
225/225 [==============================] - 0s 882us/step - loss: 0.3990 - accuracy: 0.8367
Epoch 78/100
225/225 [==============================] - 0s 849us/step - loss: 0.3990 - accuracy: 0.8372
Epoch 79/100
225/225 [==============================] - 0s 978us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 80/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3986 - accuracy: 0.8375
Epoch 81/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8365
Epoch 82/100
225/225 [==============================] - 0s 919us/step - loss: 0.3988 - accuracy: 0.8371
Epoch 83/100
225/225 [==============================] - 0s 925us/step - loss: 0.3985 - accuracy: 0.8371
Epoch 84/100
225/225 [==============================] - 0s 925us/step - loss: 0.3986 - accuracy: 0.8372
Epoch 85/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8364
Epoch 86/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8371
Epoch 87/100
225/225 [==============================] - 0s 915us/step - loss: 0.3984 - accuracy: 0.8360
Epoch 88/100
225/225 [==============================] - 0s 920us/step - loss: 0.3982 - accuracy: 0.8368
Epoch 89/100
225/225 [==============================] - 0s 909us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 90/100
225/225 [==============================] - 0s 810us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 91/100
225/225 [==============================] - 0s 851us/step - loss: 0.3981 - accuracy: 0.8363
Epoch 92/100
225/225 [==============================] - 0s 796us/step - loss: 0.3980 - accuracy: 0.8353
Epoch 93/100
225/225 [==============================] - 0s 804us/step - loss: 0.3978 - accuracy: 0.8365
Epoch 94/100
225/225 [==============================] - 0s 788us/step - loss: 0.3980 - accuracy: 0.8374
Epoch 95/100
225/225 [==============================] - 0s 842us/step - loss: 0.3977 - accuracy: 0.8372
Epoch 96/100
225/225 [==============================] - 0s 804us/step - loss: 0.3977 - accuracy: 0.8371
Epoch 97/100
225/225 [==============================] - 0s 800us/step - loss: 0.3979 - accuracy: 0.8360
Epoch 98/100
225/225 [==============================] - 0s 797us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 99/100
225/225 [==============================] - 0s 826us/step - loss: 0.3977 - accuracy: 0.8364
Epoch 100/100
225/225 [==============================] - 0s 843us/step - loss: 0.3975 - accuracy: 0.8365
Epoch 1/100
225/225 [==============================] - 0s 841us/step - loss: 0.6281 - accuracy: 0.7954
Epoch 2/100
225/225 [==============================] - 0s 834us/step - loss: 0.4835 - accuracy: 0.7953
Epoch 3/100
225/225 [==============================] - 0s 852us/step - loss: 0.4462 - accuracy: 0.7953
Epoch 4/100
225/225 [==============================] - 0s 843us/step - loss: 0.4398 - accuracy: 0.7953
Epoch 5/100
225/225 [==============================] - 0s 827us/step - loss: 0.4367 - accuracy: 0.7953
Epoch 6/100
225/225 [==============================] - 0s 833us/step - loss: 0.4350 - accuracy: 0.7953
Epoch 7/100
225/225 [==============================] - 0s 844us/step - loss: 0.4338 - accuracy: 0.7953
Epoch 8/100
225/225 [==============================] - 0s 859us/step - loss: 0.4336 - accuracy: 0.7953
Epoch 9/100
225/225 [==============================] - 0s 871us/step - loss: 0.4328 - accuracy: 0.7953
Epoch 10/100
225/225 [==============================] - 0s 830us/step - loss: 0.4323 - accuracy: 0.7953
Epoch 11/100
225/225 [==============================] - 0s 829us/step - loss: 0.4316 - accuracy: 0.7953
Epoch 12/100
225/225 [==============================] - 0s 831us/step - loss: 0.4312 - accuracy: 0.7953
Epoch 13/100
225/225 [==============================] - 0s 863us/step - loss: 0.4304 - accuracy: 0.7953
Epoch 14/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4293 - accuracy: 0.7953
Epoch 15/100
225/225 [==============================] - 0s 785us/step - loss: 0.4281 - accuracy: 0.8026
Epoch 16/100
225/225 [==============================] - 0s 795us/step - loss: 0.4265 - accuracy: 0.8112
Epoch 17/100
225/225 [==============================] - 0s 803us/step - loss: 0.4250 - accuracy: 0.8140
Epoch 18/100
225/225 [==============================] - 0s 808us/step - loss: 0.4231 - accuracy: 0.8189
Epoch 19/100
225/225 [==============================] - 0s 796us/step - loss: 0.4210 - accuracy: 0.8231
Epoch 20/100
225/225 [==============================] - 0s 783us/step - loss: 0.4194 - accuracy: 0.8257
Epoch 21/100
225/225 [==============================] - 0s 787us/step - loss: 0.4180 - accuracy: 0.8283
Epoch 22/100
225/225 [==============================] - 0s 787us/step - loss: 0.4165 - accuracy: 0.8297
Epoch 23/100
225/225 [==============================] - 0s 820us/step - loss: 0.4155 - accuracy: 0.8301
Epoch 24/100
225/225 [==============================] - 0s 803us/step - loss: 0.4146 - accuracy: 0.8308
Epoch 25/100
225/225 [==============================] - 0s 795us/step - loss: 0.4135 - accuracy: 0.8329
Epoch 26/100
225/225 [==============================] - 0s 807us/step - loss: 0.4129 - accuracy: 0.8319
Epoch 27/100
225/225 [==============================] - 0s 799us/step - loss: 0.4121 - accuracy: 0.8328
Epoch 28/100
225/225 [==============================] - 0s 809us/step - loss: 0.4116 - accuracy: 0.8329
Epoch 29/100
225/225 [==============================] - 0s 899us/step - loss: 0.4108 - accuracy: 0.8326
Epoch 30/100
225/225 [==============================] - 0s 800us/step - loss: 0.4103 - accuracy: 0.8336
Epoch 31/100
225/225 [==============================] - 0s 800us/step - loss: 0.4098 - accuracy: 0.8347
Epoch 32/100
225/225 [==============================] - 0s 796us/step - loss: 0.4092 - accuracy: 0.8338
Epoch 33/100
225/225 [==============================] - 0s 795us/step - loss: 0.4087 - accuracy: 0.8346
Epoch 34/100
225/225 [==============================] - 0s 806us/step - loss: 0.4084 - accuracy: 0.8351
Epoch 35/100
225/225 [==============================] - 0s 834us/step - loss: 0.4080 - accuracy: 0.8351
Epoch 36/100
225/225 [==============================] - 0s 796us/step - loss: 0.4076 - accuracy: 0.8343
Epoch 37/100
225/225 [==============================] - 0s 814us/step - loss: 0.4073 - accuracy: 0.8347
Epoch 38/100
225/225 [==============================] - 0s 799us/step - loss: 0.4068 - accuracy: 0.8360
Epoch 39/100
225/225 [==============================] - 0s 804us/step - loss: 0.4065 - accuracy: 0.8361
Epoch 40/100
225/225 [==============================] - 0s 844us/step - loss: 0.4060 - accuracy: 0.8358
Epoch 41/100
225/225 [==============================] - 0s 796us/step - loss: 0.4059 - accuracy: 0.8344
Epoch 42/100
225/225 [==============================] - 0s 830us/step - loss: 0.4056 - accuracy: 0.8358
Epoch 43/100
225/225 [==============================] - 0s 803us/step - loss: 0.4054 - accuracy: 0.8367
Epoch 44/100
225/225 [==============================] - 0s 792us/step - loss: 0.4051 - accuracy: 0.8363
Epoch 45/100
225/225 [==============================] - 0s 805us/step - loss: 0.4049 - accuracy: 0.8363
Epoch 46/100
225/225 [==============================] - 0s 806us/step - loss: 0.4048 - accuracy: 0.8357
Epoch 47/100
225/225 [==============================] - 0s 806us/step - loss: 0.4043 - accuracy: 0.8367
Epoch 48/100
225/225 [==============================] - 0s 800us/step - loss: 0.4043 - accuracy: 0.8367
Epoch 49/100
225/225 [==============================] - 0s 795us/step - loss: 0.4041 - accuracy: 0.8363
Epoch 50/100
225/225 [==============================] - 0s 804us/step - loss: 0.4040 - accuracy: 0.8367
Epoch 51/100
225/225 [==============================] - 0s 825us/step - loss: 0.4036 - accuracy: 0.8368
Epoch 52/100
225/225 [==============================] - 0s 798us/step - loss: 0.4036 - accuracy: 0.8358
Epoch 53/100
225/225 [==============================] - 0s 810us/step - loss: 0.4035 - accuracy: 0.8364
Epoch 54/100
225/225 [==============================] - 0s 800us/step - loss: 0.4032 - accuracy: 0.8368
Epoch 55/100
225/225 [==============================] - 0s 797us/step - loss: 0.4032 - accuracy: 0.8361
Epoch 56/100
225/225 [==============================] - 0s 841us/step - loss: 0.4030 - accuracy: 0.8365
Epoch 57/100
225/225 [==============================] - 0s 801us/step - loss: 0.4027 - accuracy: 0.8368
Epoch 58/100
225/225 [==============================] - 0s 811us/step - loss: 0.4026 - accuracy: 0.8358
Epoch 59/100
225/225 [==============================] - 0s 799us/step - loss: 0.4024 - accuracy: 0.8365
Epoch 60/100
225/225 [==============================] - 0s 799us/step - loss: 0.4021 - accuracy: 0.8378
Epoch 61/100
225/225 [==============================] - 0s 809us/step - loss: 0.4020 - accuracy: 0.8371
Epoch 62/100
225/225 [==============================] - 0s 832us/step - loss: 0.4018 - accuracy: 0.8365
Epoch 63/100
225/225 [==============================] - 0s 835us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 64/100
225/225 [==============================] - 0s 806us/step - loss: 0.4015 - accuracy: 0.8364
Epoch 65/100
225/225 [==============================] - 0s 795us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 66/100
225/225 [==============================] - 0s 798us/step - loss: 0.4010 - accuracy: 0.8365
Epoch 67/100
225/225 [==============================] - 0s 806us/step - loss: 0.4007 - accuracy: 0.8367
Epoch 68/100
225/225 [==============================] - 0s 842us/step - loss: 0.4006 - accuracy: 0.8350
Epoch 69/100
225/225 [==============================] - 0s 911us/step - loss: 0.4005 - accuracy: 0.8364
Epoch 70/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4004 - accuracy: 0.8361
Epoch 71/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8364
Epoch 72/100
225/225 [==============================] - 0s 931us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 73/100
225/225 [==============================] - 0s 810us/step - loss: 0.3999 - accuracy: 0.8357
Epoch 74/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8364
Epoch 75/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8367
Epoch 76/100
225/225 [==============================] - 0s 977us/step - loss: 0.3996 - accuracy: 0.8361
Epoch 77/100
225/225 [==============================] - 0s 969us/step - loss: 0.3994 - accuracy: 0.8368
Epoch 78/100
225/225 [==============================] - 0s 926us/step - loss: 0.3993 - accuracy: 0.8363
Epoch 79/100
225/225 [==============================] - 0s 922us/step - loss: 0.3991 - accuracy: 0.8351
Epoch 80/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8360
Epoch 81/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8358
Epoch 82/100
225/225 [==============================] - 0s 847us/step - loss: 0.3989 - accuracy: 0.8363
Epoch 83/100
225/225 [==============================] - 0s 841us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 84/100
225/225 [==============================] - ETA: 0s - loss: 0.3921 - accuracy: 0.83 - 0s 891us/step - loss: 0.3986 - accuracy: 0.8357
Epoch 85/100
225/225 [==============================] - 0s 993us/step - loss: 0.3986 - accuracy: 0.8357
Epoch 86/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8372
Epoch 87/100
225/225 [==============================] - 0s 912us/step - loss: 0.3985 - accuracy: 0.8357
Epoch 88/100
225/225 [==============================] - 0s 904us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 89/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8363
Epoch 90/100
225/225 [==============================] - 0s 976us/step - loss: 0.3983 - accuracy: 0.8365
Epoch 91/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8375
Epoch 92/100
225/225 [==============================] - 0s 898us/step - loss: 0.3980 - accuracy: 0.8369
Epoch 93/100
225/225 [==============================] - 0s 991us/step - loss: 0.3976 - accuracy: 0.8374
Epoch 94/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8361
Epoch 95/100
225/225 [==============================] - 0s 893us/step - loss: 0.3978 - accuracy: 0.8378
Epoch 96/100
225/225 [==============================] - 0s 955us/step - loss: 0.3977 - accuracy: 0.8365
Epoch 97/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8368
Epoch 98/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3974 - accuracy: 0.8371
Epoch 99/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8365
Epoch 100/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8367
Epoch 1/100
225/225 [==============================] - 0s 824us/step - loss: 0.6347 - accuracy: 0.7951
Epoch 2/100
225/225 [==============================] - 0s 863us/step - loss: 0.4862 - accuracy: 0.7974
Epoch 3/100
225/225 [==============================] - 0s 829us/step - loss: 0.4399 - accuracy: 0.7974
Epoch 4/100
225/225 [==============================] - 0s 885us/step - loss: 0.4329 - accuracy: 0.7974
Epoch 5/100
225/225 [==============================] - 0s 910us/step - loss: 0.4300 - accuracy: 0.7974
Epoch 6/100
225/225 [==============================] - 0s 877us/step - loss: 0.4279 - accuracy: 0.7974
Epoch 7/100
225/225 [==============================] - 0s 866us/step - loss: 0.4262 - accuracy: 0.7974
Epoch 8/100
225/225 [==============================] - 0s 903us/step - loss: 0.4244 - accuracy: 0.7974
Epoch 9/100
225/225 [==============================] - 0s 871us/step - loss: 0.4227 - accuracy: 0.7974
Epoch 10/100
225/225 [==============================] - 0s 922us/step - loss: 0.4208 - accuracy: 0.7974
Epoch 11/100
225/225 [==============================] - 0s 837us/step - loss: 0.4196 - accuracy: 0.8124
Epoch 12/100
225/225 [==============================] - 0s 852us/step - loss: 0.4183 - accuracy: 0.8235
Epoch 13/100
225/225 [==============================] - 0s 854us/step - loss: 0.4170 - accuracy: 0.8267
Epoch 14/100
225/225 [==============================] - 0s 883us/step - loss: 0.4162 - accuracy: 0.8272
Epoch 15/100
225/225 [==============================] - 0s 885us/step - loss: 0.4151 - accuracy: 0.8297
Epoch 16/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4143 - accuracy: 0.8308
Epoch 17/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4135 - accuracy: 0.8325
Epoch 18/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4126 - accuracy: 0.8324
Epoch 19/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4121 - accuracy: 0.8325
Epoch 20/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4116 - accuracy: 0.8332: 0s - loss: 0.387
Epoch 21/100
225/225 [==============================] - 0s 987us/step - loss: 0.4109 - accuracy: 0.8329
Epoch 22/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4101 - accuracy: 0.8342
Epoch 23/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4099 - accuracy: 0.8347
Epoch 24/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4092 - accuracy: 0.8349
Epoch 25/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4088 - accuracy: 0.8349
Epoch 26/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4085 - accuracy: 0.8353: 0s - loss: 0.4074 - ac - ETA: 0s - loss: 0.4077 - accura
Epoch 27/100
225/225 [==============================] - 1s 5ms/step - loss: 0.4081 - accuracy: 0.8343
Epoch 28/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4079 - accuracy: 0.8357
Epoch 29/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4076 - accuracy: 0.8360
Epoch 30/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4072 - accuracy: 0.8357
Epoch 31/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4067 - accuracy: 0.8357
Epoch 32/100
225/225 [==============================] - 1s 6ms/step - loss: 0.4067 - accuracy: 0.8351
Epoch 33/100
225/225 [==============================] - 1s 5ms/step - loss: 0.4062 - accuracy: 0.8358
Epoch 34/100
225/225 [==============================] - 1s 6ms/step - loss: 0.4062 - accuracy: 0.8361
Epoch 35/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4056 - accuracy: 0.8365
Epoch 36/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4056 - accuracy: 0.8367
Epoch 37/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4055 - accuracy: 0.8371
Epoch 38/100
225/225 [==============================] - 1s 5ms/step - loss: 0.4050 - accuracy: 0.8365
Epoch 39/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4051 - accuracy: 0.8368
Epoch 40/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4049 - accuracy: 0.8363
Epoch 41/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4045 - accuracy: 0.8364
Epoch 42/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4045 - accuracy: 0.8375
Epoch 43/100
225/225 [==============================] - 1s 4ms/step - loss: 0.4044 - accuracy: 0.8372: 0s - loss: 0.4035
Epoch 44/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4040 - accuracy: 0.8372
Epoch 45/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4039 - accuracy: 0.8369
Epoch 46/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4038 - accuracy: 0.8374
Epoch 47/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4038 - accuracy: 0.8365
Epoch 48/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4038 - accuracy: 0.8365
Epoch 49/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4035 - accuracy: 0.8368
Epoch 50/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4034 - accuracy: 0.8386
Epoch 51/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4034 - accuracy: 0.8367
Epoch 52/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4031 - accuracy: 0.8371
Epoch 53/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4033 - accuracy: 0.8368
Epoch 54/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4032 - accuracy: 0.8368
Epoch 55/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4030 - accuracy: 0.8369
Epoch 56/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4029 - accuracy: 0.8365
Epoch 57/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4028 - accuracy: 0.8364
Epoch 58/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4028 - accuracy: 0.8375
Epoch 59/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4027 - accuracy: 0.8379
Epoch 60/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4027 - accuracy: 0.8372
Epoch 61/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4026 - accuracy: 0.8382
Epoch 62/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4024 - accuracy: 0.8372
Epoch 63/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4023 - accuracy: 0.8361
Epoch 64/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4023 - accuracy: 0.8368
Epoch 65/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4021 - accuracy: 0.8372
Epoch 66/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4021 - accuracy: 0.8374
Epoch 67/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4022 - accuracy: 0.8379
Epoch 68/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4020 - accuracy: 0.8375
Epoch 69/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4020 - accuracy: 0.8371
Epoch 70/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4017 - accuracy: 0.8365
Epoch 71/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4017 - accuracy: 0.8390
Epoch 72/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4018 - accuracy: 0.8381
Epoch 73/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4017 - accuracy: 0.8383: 0s - loss: 0.4027 - accuracy: 0.
Epoch 74/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4016 - accuracy: 0.8375
Epoch 75/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4016 - accuracy: 0.8376
Epoch 76/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4013 - accuracy: 0.8376
Epoch 77/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4014 - accuracy: 0.8368
Epoch 78/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4012 - accuracy: 0.8375
Epoch 79/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4012 - accuracy: 0.8374
Epoch 80/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8375
Epoch 81/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4007 - accuracy: 0.8379
Epoch 82/100
225/225 [==============================] - 0s 957us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 83/100
225/225 [==============================] - 0s 908us/step - loss: 0.3999 - accuracy: 0.8382
Epoch 84/100
225/225 [==============================] - 0s 929us/step - loss: 0.4000 - accuracy: 0.8382
Epoch 85/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8376
Epoch 86/100
225/225 [==============================] - 0s 935us/step - loss: 0.3998 - accuracy: 0.8374
Epoch 87/100
225/225 [==============================] - 0s 960us/step - loss: 0.3993 - accuracy: 0.8374
Epoch 88/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3988 - accuracy: 0.8382
Epoch 89/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3990 - accuracy: 0.8372
Epoch 90/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8374
Epoch 91/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3986 - accuracy: 0.8369
Epoch 92/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3985 - accuracy: 0.8382
Epoch 93/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8383
Epoch 94/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3982 - accuracy: 0.8378
Epoch 95/100
225/225 [==============================] - 0s 853us/step - loss: 0.3979 - accuracy: 0.8374
Epoch 96/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8378
Epoch 97/100
225/225 [==============================] - 0s 887us/step - loss: 0.3975 - accuracy: 0.8374
Epoch 98/100
225/225 [==============================] - 0s 840us/step - loss: 0.3974 - accuracy: 0.8385
Epoch 99/100
225/225 [==============================] - 0s 848us/step - loss: 0.3976 - accuracy: 0.8381
Epoch 100/100
225/225 [==============================] - 0s 840us/step - loss: 0.3973 - accuracy: 0.8381
Epoch 1/100
225/225 [==============================] - 0s 919us/step - loss: 0.6178 - accuracy: 0.7972
Epoch 2/100
225/225 [==============================] - 0s 922us/step - loss: 0.4645 - accuracy: 0.7986
Epoch 3/100
225/225 [==============================] - 0s 879us/step - loss: 0.4356 - accuracy: 0.7986
Epoch 4/100
225/225 [==============================] - 0s 930us/step - loss: 0.4291 - accuracy: 0.7986
Epoch 5/100
225/225 [==============================] - 0s 845us/step - loss: 0.4250 - accuracy: 0.7986
Epoch 6/100
225/225 [==============================] - 0s 826us/step - loss: 0.4210 - accuracy: 0.7986
Epoch 7/100
225/225 [==============================] - 0s 879us/step - loss: 0.4182 - accuracy: 0.8081
Epoch 8/100
225/225 [==============================] - 0s 827us/step - loss: 0.4155 - accuracy: 0.8276
Epoch 9/100
225/225 [==============================] - 0s 866us/step - loss: 0.4131 - accuracy: 0.8306
Epoch 10/100
225/225 [==============================] - 0s 837us/step - loss: 0.4111 - accuracy: 0.8331
Epoch 11/100
225/225 [==============================] - 0s 827us/step - loss: 0.4095 - accuracy: 0.8344
Epoch 12/100
225/225 [==============================] - 0s 869us/step - loss: 0.4080 - accuracy: 0.8353
Epoch 13/100
225/225 [==============================] - 0s 836us/step - loss: 0.4069 - accuracy: 0.8354
Epoch 14/100
225/225 [==============================] - 0s 868us/step - loss: 0.4056 - accuracy: 0.8371
Epoch 15/100
225/225 [==============================] - 0s 866us/step - loss: 0.4048 - accuracy: 0.8367
Epoch 16/100
225/225 [==============================] - 0s 883us/step - loss: 0.4035 - accuracy: 0.8358
Epoch 17/100
225/225 [==============================] - 0s 869us/step - loss: 0.4028 - accuracy: 0.8368
Epoch 18/100
225/225 [==============================] - 0s 835us/step - loss: 0.4019 - accuracy: 0.8360
Epoch 19/100
225/225 [==============================] - 0s 866us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 20/100
225/225 [==============================] - 0s 843us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 21/100
225/225 [==============================] - 0s 830us/step - loss: 0.4000 - accuracy: 0.8375
Epoch 22/100
225/225 [==============================] - 0s 878us/step - loss: 0.3994 - accuracy: 0.8371
Epoch 23/100
225/225 [==============================] - 0s 830us/step - loss: 0.3990 - accuracy: 0.8374
Epoch 24/100
225/225 [==============================] - 0s 859us/step - loss: 0.3984 - accuracy: 0.8375
Epoch 25/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8376
Epoch 26/100
225/225 [==============================] - 0s 994us/step - loss: 0.3976 - accuracy: 0.8378
Epoch 27/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8372
Epoch 28/100
225/225 [==============================] - 0s 975us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 29/100
225/225 [==============================] - 0s 898us/step - loss: 0.3964 - accuracy: 0.8374
Epoch 30/100
225/225 [==============================] - 0s 832us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 31/100
225/225 [==============================] - 0s 880us/step - loss: 0.3956 - accuracy: 0.8392
Epoch 32/100
225/225 [==============================] - 0s 865us/step - loss: 0.3960 - accuracy: 0.8374
Epoch 33/100
225/225 [==============================] - 0s 880us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 34/100
225/225 [==============================] - 0s 880us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 35/100
225/225 [==============================] - 0s 833us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 36/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8375
Epoch 37/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8375
Epoch 38/100
225/225 [==============================] - 0s 857us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 39/100
225/225 [==============================] - 0s 984us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 40/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3944 - accuracy: 0.8389
Epoch 41/100
225/225 [==============================] - 0s 927us/step - loss: 0.3940 - accuracy: 0.8371
Epoch 42/100
225/225 [==============================] - 0s 838us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 43/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8379
Epoch 44/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8382
Epoch 45/100
225/225 [==============================] - 0s 836us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 46/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3936 - accuracy: 0.8383
Epoch 47/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8374
Epoch 48/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8378
Epoch 49/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8383
Epoch 50/100
225/225 [==============================] - 0s 851us/step - loss: 0.3928 - accuracy: 0.8368
Epoch 51/100
225/225 [==============================] - 0s 833us/step - loss: 0.3926 - accuracy: 0.8385
Epoch 52/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8386
Epoch 53/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8382
Epoch 54/100
225/225 [==============================] - 0s 921us/step - loss: 0.3922 - accuracy: 0.8382
Epoch 55/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8396
Epoch 56/100
225/225 [==============================] - 0s 965us/step - loss: 0.3917 - accuracy: 0.8388
Epoch 57/100
225/225 [==============================] - 0s 862us/step - loss: 0.3919 - accuracy: 0.8393
Epoch 58/100
225/225 [==============================] - 0s 885us/step - loss: 0.3915 - accuracy: 0.8401
Epoch 59/100
225/225 [==============================] - 0s 925us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 60/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8403
Epoch 61/100
225/225 [==============================] - 0s 851us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 62/100
225/225 [==============================] - 0s 841us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 63/100
225/225 [==============================] - 0s 822us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 64/100
225/225 [==============================] - 0s 836us/step - loss: 0.3911 - accuracy: 0.8399
Epoch 65/100
225/225 [==============================] - 0s 875us/step - loss: 0.3912 - accuracy: 0.8400
Epoch 66/100
225/225 [==============================] - 0s 846us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 67/100
225/225 [==============================] - 0s 845us/step - loss: 0.3908 - accuracy: 0.8394
Epoch 68/100
225/225 [==============================] - 0s 830us/step - loss: 0.3909 - accuracy: 0.8404
Epoch 69/100
225/225 [==============================] - 0s 838us/step - loss: 0.3910 - accuracy: 0.8394
Epoch 70/100
225/225 [==============================] - 0s 868us/step - loss: 0.3907 - accuracy: 0.8404
Epoch 71/100
225/225 [==============================] - 0s 822us/step - loss: 0.3907 - accuracy: 0.8390
Epoch 72/100
225/225 [==============================] - 0s 853us/step - loss: 0.3910 - accuracy: 0.8392
Epoch 73/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3905 - accuracy: 0.8408
Epoch 74/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3905 - accuracy: 0.8404
Epoch 75/100
225/225 [==============================] - 0s 881us/step - loss: 0.3907 - accuracy: 0.8403
Epoch 76/100
225/225 [==============================] - 0s 894us/step - loss: 0.3905 - accuracy: 0.8399
Epoch 77/100
225/225 [==============================] - 0s 890us/step - loss: 0.3902 - accuracy: 0.8388
Epoch 78/100
225/225 [==============================] - 0s 832us/step - loss: 0.3903 - accuracy: 0.8413
Epoch 79/100
225/225 [==============================] - 0s 868us/step - loss: 0.3904 - accuracy: 0.8413
Epoch 80/100
225/225 [==============================] - 0s 928us/step - loss: 0.3896 - accuracy: 0.8408
Epoch 81/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8401
Epoch 82/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3903 - accuracy: 0.8414
Epoch 83/100
225/225 [==============================] - 0s 857us/step - loss: 0.3901 - accuracy: 0.8407
Epoch 84/100
225/225 [==============================] - 0s 947us/step - loss: 0.3905 - accuracy: 0.8401
Epoch 85/100
225/225 [==============================] - 0s 958us/step - loss: 0.3903 - accuracy: 0.8413
Epoch 86/100
225/225 [==============================] - 0s 839us/step - loss: 0.3901 - accuracy: 0.8417
Epoch 87/100
225/225 [==============================] - 0s 826us/step - loss: 0.3904 - accuracy: 0.8393
Epoch 88/100
225/225 [==============================] - 0s 823us/step - loss: 0.3902 - accuracy: 0.8418
Epoch 89/100
225/225 [==============================] - 0s 882us/step - loss: 0.3903 - accuracy: 0.8401
Epoch 90/100
225/225 [==============================] - 0s 861us/step - loss: 0.3903 - accuracy: 0.8404
Epoch 91/100
225/225 [==============================] - 0s 839us/step - loss: 0.3901 - accuracy: 0.8411
Epoch 92/100
225/225 [==============================] - 0s 838us/step - loss: 0.3899 - accuracy: 0.8413
Epoch 93/100
225/225 [==============================] - 0s 820us/step - loss: 0.3905 - accuracy: 0.8411
Epoch 94/100
225/225 [==============================] - 0s 862us/step - loss: 0.3902 - accuracy: 0.8389
Epoch 95/100
225/225 [==============================] - 0s 959us/step - loss: 0.3900 - accuracy: 0.8404
Epoch 96/100
225/225 [==============================] - 0s 831us/step - loss: 0.3899 - accuracy: 0.8393
Epoch 97/100
225/225 [==============================] - 0s 838us/step - loss: 0.3900 - accuracy: 0.8403
Epoch 98/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3897 - accuracy: 0.8396
Epoch 99/100
225/225 [==============================] - 0s 989us/step - loss: 0.3899 - accuracy: 0.8403
Epoch 100/100
225/225 [==============================] - 0s 846us/step - loss: 0.3900 - accuracy: 0.8393
Epoch 1/100
225/225 [==============================] - 0s 823us/step - loss: 0.6284 - accuracy: 0.7944
Epoch 2/100
225/225 [==============================] - 0s 873us/step - loss: 0.4795 - accuracy: 0.7964
Epoch 3/100
225/225 [==============================] - 0s 818us/step - loss: 0.4431 - accuracy: 0.7964
Epoch 4/100
225/225 [==============================] - 0s 818us/step - loss: 0.4373 - accuracy: 0.7964
Epoch 5/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4337 - accuracy: 0.7964
Epoch 6/100
225/225 [==============================] - 0s 920us/step - loss: 0.4314 - accuracy: 0.7964
Epoch 7/100
225/225 [==============================] - 0s 859us/step - loss: 0.4293 - accuracy: 0.7964
Epoch 8/100
225/225 [==============================] - 0s 939us/step - loss: 0.4270 - accuracy: 0.7964
Epoch 9/100
225/225 [==============================] - 0s 831us/step - loss: 0.4249 - accuracy: 0.7964
Epoch 10/100
225/225 [==============================] - 0s 894us/step - loss: 0.4232 - accuracy: 0.7964
Epoch 11/100
225/225 [==============================] - 0s 830us/step - loss: 0.4215 - accuracy: 0.8090
Epoch 12/100
225/225 [==============================] - 0s 819us/step - loss: 0.4203 - accuracy: 0.8197
Epoch 13/100
225/225 [==============================] - 0s 852us/step - loss: 0.4193 - accuracy: 0.8229
Epoch 14/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4183 - accuracy: 0.8263
Epoch 15/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4171 - accuracy: 0.8283
Epoch 16/100
225/225 [==============================] - 0s 866us/step - loss: 0.4161 - accuracy: 0.8299
Epoch 17/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4157 - accuracy: 0.8306
Epoch 18/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4146 - accuracy: 0.8325
Epoch 19/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4138 - accuracy: 0.8331
Epoch 20/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4129 - accuracy: 0.8336
Epoch 21/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4121 - accuracy: 0.8332
Epoch 22/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4114 - accuracy: 0.8333
Epoch 23/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4106 - accuracy: 0.8354
Epoch 24/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4098 - accuracy: 0.8339
Epoch 25/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4095 - accuracy: 0.8354
Epoch 26/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4089 - accuracy: 0.8353
Epoch 27/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4085 - accuracy: 0.8343
Epoch 28/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4080 - accuracy: 0.8354
Epoch 29/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4076 - accuracy: 0.8358
Epoch 30/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4072 - accuracy: 0.8361
Epoch 31/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4067 - accuracy: 0.8357
Epoch 32/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4064 - accuracy: 0.8356
Epoch 33/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4061 - accuracy: 0.8361
Epoch 34/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4057 - accuracy: 0.8354
Epoch 35/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4054 - accuracy: 0.8353
Epoch 36/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4051 - accuracy: 0.8360
Epoch 37/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4048 - accuracy: 0.8356
Epoch 38/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4046 - accuracy: 0.8367
Epoch 39/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4042 - accuracy: 0.8368
Epoch 40/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4040 - accuracy: 0.8354
Epoch 41/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4037 - accuracy: 0.8364
Epoch 42/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4035 - accuracy: 0.8354
Epoch 43/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4033 - accuracy: 0.8356
Epoch 44/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4030 - accuracy: 0.8368
Epoch 45/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4028 - accuracy: 0.8356
Epoch 46/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4027 - accuracy: 0.8361
Epoch 47/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4024 - accuracy: 0.8365
Epoch 48/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4021 - accuracy: 0.8376
Epoch 49/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4021 - accuracy: 0.8356
Epoch 50/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4018 - accuracy: 0.8361
Epoch 51/100
225/225 [==============================] - 1s 2ms/step - loss: 0.4013 - accuracy: 0.8367
Epoch 52/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4012 - accuracy: 0.8354
Epoch 53/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4010 - accuracy: 0.8350
Epoch 54/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4006 - accuracy: 0.8368
Epoch 55/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4004 - accuracy: 0.8354
Epoch 56/100
225/225 [==============================] - 1s 3ms/step - loss: 0.4000 - accuracy: 0.8378
Epoch 57/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3994 - accuracy: 0.8358
Epoch 58/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3993 - accuracy: 0.8364
Epoch 59/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3990 - accuracy: 0.8358
Epoch 60/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8385
Epoch 61/100
225/225 [==============================] - 0s 875us/step - loss: 0.3982 - accuracy: 0.8353
Epoch 62/100
225/225 [==============================] - 0s 949us/step - loss: 0.3978 - accuracy: 0.8388
Epoch 63/100
225/225 [==============================] - 0s 870us/step - loss: 0.3978 - accuracy: 0.8367
Epoch 64/100
225/225 [==============================] - 0s 899us/step - loss: 0.3975 - accuracy: 0.8369
Epoch 65/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3970 - accuracy: 0.8360
Epoch 66/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8365
Epoch 67/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8367
Epoch 68/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8365
Epoch 69/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8369
Epoch 70/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3960 - accuracy: 0.8363
Epoch 71/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3957 - accuracy: 0.8375
Epoch 72/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3957 - accuracy: 0.8376
Epoch 73/100
225/225 [==============================] - 0s 974us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 74/100
225/225 [==============================] - 0s 858us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 75/100
225/225 [==============================] - 0s 890us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 76/100
225/225 [==============================] - 0s 866us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 77/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8361
Epoch 78/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8378
Epoch 79/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8368
Epoch 80/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8381
Epoch 81/100
225/225 [==============================] - 0s 928us/step - loss: 0.3942 - accuracy: 0.8375
Epoch 82/100
225/225 [==============================] - 0s 969us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 83/100
225/225 [==============================] - 0s 992us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 84/100
225/225 [==============================] - 0s 926us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 85/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3938 - accuracy: 0.8390
Epoch 86/100
225/225 [==============================] - 0s 955us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 87/100
225/225 [==============================] - 0s 933us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 88/100
225/225 [==============================] - 0s 881us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 89/100
225/225 [==============================] - 0s 990us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 90/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8396
Epoch 91/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8388
Epoch 92/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8390
Epoch 93/100
225/225 [==============================] - 0s 902us/step - loss: 0.3929 - accuracy: 0.8386
Epoch 94/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8383
Epoch 95/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3929 - accuracy: 0.8385
Epoch 96/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8392
Epoch 97/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8396
Epoch 98/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3929 - accuracy: 0.8394
Epoch 99/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3928 - accuracy: 0.8396
Epoch 100/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8390
Epoch 1/100
225/225 [==============================] - 0s 960us/step - loss: 0.6377 - accuracy: 0.7961
Epoch 2/100
225/225 [==============================] - 0s 852us/step - loss: 0.5001 - accuracy: 0.7985
Epoch 3/100
225/225 [==============================] - 0s 988us/step - loss: 0.4397 - accuracy: 0.7985
Epoch 4/100
225/225 [==============================] - 0s 998us/step - loss: 0.4244 - accuracy: 0.8024
Epoch 5/100
225/225 [==============================] - 0s 929us/step - loss: 0.4150 - accuracy: 0.8118
Epoch 6/100
225/225 [==============================] - 0s 948us/step - loss: 0.4061 - accuracy: 0.8254
Epoch 7/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8351
Epoch 8/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3856 - accuracy: 0.8453
Epoch 9/100
225/225 [==============================] - 0s 800us/step - loss: 0.3765 - accuracy: 0.8487
Epoch 10/100
225/225 [==============================] - 0s 801us/step - loss: 0.3688 - accuracy: 0.8553
Epoch 11/100
225/225 [==============================] - 0s 835us/step - loss: 0.3631 - accuracy: 0.8569
Epoch 12/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3592 - accuracy: 0.8571
Epoch 13/100
225/225 [==============================] - 0s 884us/step - loss: 0.3563 - accuracy: 0.8571
Epoch 14/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3542 - accuracy: 0.8585
Epoch 15/100
225/225 [==============================] - 0s 884us/step - loss: 0.3527 - accuracy: 0.8589
Epoch 16/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3508 - accuracy: 0.8593
Epoch 17/100
225/225 [==============================] - 0s 957us/step - loss: 0.3500 - accuracy: 0.8585
Epoch 18/100
225/225 [==============================] - 0s 890us/step - loss: 0.3486 - accuracy: 0.8590
Epoch 19/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3474 - accuracy: 0.8592
Epoch 20/100
225/225 [==============================] - 1s 4ms/step - loss: 0.3470 - accuracy: 0.8592: 0s - loss: 0.3417
Epoch 21/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3456 - accuracy: 0.8592
Epoch 22/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3459 - accuracy: 0.8594
Epoch 23/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3450 - accuracy: 0.8592
Epoch 24/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3440 - accuracy: 0.8593
Epoch 25/100
225/225 [==============================] - 0s 886us/step - loss: 0.3428 - accuracy: 0.8603
Epoch 26/100
225/225 [==============================] - 0s 825us/step - loss: 0.3422 - accuracy: 0.8592
Epoch 27/100
225/225 [==============================] - 0s 859us/step - loss: 0.3415 - accuracy: 0.8583
Epoch 28/100
225/225 [==============================] - 0s 860us/step - loss: 0.3407 - accuracy: 0.8596
Epoch 29/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3401 - accuracy: 0.8600
Epoch 30/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3387 - accuracy: 0.8603
Epoch 31/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3392 - accuracy: 0.8606
Epoch 32/100
225/225 [==============================] - 1s 2ms/step - loss: 0.3387 - accuracy: 0.8604
Epoch 33/100
225/225 [==============================] - 1s 5ms/step - loss: 0.3384 - accuracy: 0.8617
Epoch 34/100
225/225 [==============================] - 1s 5ms/step - loss: 0.3380 - accuracy: 0.8601
Epoch 35/100
225/225 [==============================] - 1s 4ms/step - loss: 0.3373 - accuracy: 0.8625
Epoch 36/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3373 - accuracy: 0.8631
Epoch 37/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3371 - accuracy: 0.8619
Epoch 38/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3366 - accuracy: 0.8625
Epoch 39/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3362 - accuracy: 0.8618
Epoch 40/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3359 - accuracy: 0.8632
Epoch 41/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3358 - accuracy: 0.8626
Epoch 42/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3354 - accuracy: 0.8628
Epoch 43/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3352 - accuracy: 0.8625
Epoch 44/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3347 - accuracy: 0.8632
Epoch 45/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3345 - accuracy: 0.8633
Epoch 46/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3343 - accuracy: 0.8631
Epoch 47/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3341 - accuracy: 0.8653
Epoch 48/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3338 - accuracy: 0.8639
Epoch 49/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3334 - accuracy: 0.8633: 0s - loss: 0.3302 -
Epoch 50/100
225/225 [==============================] - ETA: 0s - loss: 0.3292 - accuracy: 0.86 - 0s 2ms/step - loss: 0.3334 - accuracy: 0.8649
Epoch 51/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3333 - accuracy: 0.8647
Epoch 52/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3329 - accuracy: 0.8653
Epoch 53/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3329 - accuracy: 0.8636
Epoch 54/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3327 - accuracy: 0.8642
Epoch 55/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3322 - accuracy: 0.8647
Epoch 56/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3325 - accuracy: 0.8657
Epoch 57/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3320 - accuracy: 0.8639
Epoch 58/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3323 - accuracy: 0.8667
Epoch 59/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3318 - accuracy: 0.8660
Epoch 60/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3316 - accuracy: 0.8643
Epoch 61/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3319 - accuracy: 0.8640
Epoch 62/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3312 - accuracy: 0.8654
Epoch 63/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3317 - accuracy: 0.8639
Epoch 64/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3314 - accuracy: 0.8653
Epoch 65/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3310 - accuracy: 0.8654
Epoch 66/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3313 - accuracy: 0.8654
Epoch 67/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3313 - accuracy: 0.8651
Epoch 68/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8662
Epoch 69/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3313 - accuracy: 0.8662
Epoch 70/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3309 - accuracy: 0.8642
Epoch 71/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3310 - accuracy: 0.8653
Epoch 72/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8664
Epoch 73/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8649
Epoch 74/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8656
Epoch 75/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3304 - accuracy: 0.8651: 0s - loss: 0.3229 - accuracy: 0.
Epoch 76/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3307 - accuracy: 0.8669
Epoch 77/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3307 - accuracy: 0.8657
Epoch 78/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3300 - accuracy: 0.8671
Epoch 79/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3302 - accuracy: 0.8657
Epoch 80/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3306 - accuracy: 0.8658
Epoch 81/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3302 - accuracy: 0.8667
Epoch 82/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3307 - accuracy: 0.8650
Epoch 83/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3306 - accuracy: 0.8658
Epoch 84/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3302 - accuracy: 0.8657
Epoch 85/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3302 - accuracy: 0.8664
Epoch 86/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3302 - accuracy: 0.8646
Epoch 87/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3303 - accuracy: 0.8667
Epoch 88/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3301 - accuracy: 0.8661
Epoch 89/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3302 - accuracy: 0.8674
Epoch 90/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3301 - accuracy: 0.8660
Epoch 91/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3298 - accuracy: 0.8667
Epoch 92/100
225/225 [==============================] - 0s 1ms/step - loss: 0.3296 - accuracy: 0.8661
Epoch 93/100
225/225 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8657
Epoch 94/100
225/225 [==============================] - 1s 4ms/step - loss: 0.3300 - accuracy: 0.8682: 1s - los
Epoch 95/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3299 - accuracy: 0.8657
Epoch 96/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3300 - accuracy: 0.8676
Epoch 97/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3297 - accuracy: 0.8657
Epoch 98/100
225/225 [==============================] - 1s 2ms/step - loss: 0.3302 - accuracy: 0.8656
Epoch 99/100
225/225 [==============================] - 0s 2ms/step - loss: 0.3298 - accuracy: 0.8683
Epoch 100/100
225/225 [==============================] - 1s 3ms/step - loss: 0.3304 - accuracy: 0.8668
Epoch 1/100
225/225 [==============================] - 1s 3ms/step - loss: 0.6230 - accuracy: 0.7935
Epoch 2/100
225/225 [==============================] - 1s 2ms/step - loss: 0.5496 - accuracy: 0.7962
Epoch 3/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5234 - accuracy: 0.7962
Epoch 4/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5132 - accuracy: 0.7962
Epoch 5/100
225/225 [==============================] - 1s 3ms/step - loss: 0.5090 - accuracy: 0.7962
Epoch 6/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5071 - accuracy: 0.7962
Epoch 7/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5063 - accuracy: 0.7962
Epoch 8/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5059 - accuracy: 0.7962
Epoch 9/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5057 - accuracy: 0.7962
Epoch 10/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 11/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 12/100
225/225 [==============================] - 1s 3ms/step - loss: 0.5056 - accuracy: 0.7962: 0s - loss: 0.5047 - ac
Epoch 13/100
225/225 [==============================] - 1s 4ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 14/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 15/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 16/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 17/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 18/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 19/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 20/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 21/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 22/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 23/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 24/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 25/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 26/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 27/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 28/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 29/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 30/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 31/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 32/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 33/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 34/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 35/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 36/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 37/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 38/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 39/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 40/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 41/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 42/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 43/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 44/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 45/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 46/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 47/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 48/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 49/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 50/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 51/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 52/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 53/100
225/225 [==============================] - 0s 995us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 54/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 55/100
225/225 [==============================] - 0s 976us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 56/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 57/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 58/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 59/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 60/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 61/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 62/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 63/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5054 - accuracy: 0.7962
Epoch 64/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5053 - accuracy: 0.7962
Epoch 65/100
225/225 [==============================] - 0s 885us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 66/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5053 - accuracy: 0.7962
Epoch 67/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5053 - accuracy: 0.7962
Epoch 68/100
225/225 [==============================] - 0s 888us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 69/100
225/225 [==============================] - 0s 836us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 70/100
225/225 [==============================] - 0s 857us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 71/100
225/225 [==============================] - 0s 909us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 72/100
225/225 [==============================] - 0s 923us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 73/100
225/225 [==============================] - 0s 858us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 74/100
225/225 [==============================] - 0s 867us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 75/100
225/225 [==============================] - 0s 853us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 76/100
225/225 [==============================] - 0s 877us/step - loss: 0.5048 - accuracy: 0.7962
Epoch 77/100
225/225 [==============================] - 0s 879us/step - loss: 0.5047 - accuracy: 0.7962
Epoch 78/100
225/225 [==============================] - 0s 843us/step - loss: 0.5045 - accuracy: 0.7962
Epoch 79/100
225/225 [==============================] - 0s 861us/step - loss: 0.5044 - accuracy: 0.7962
Epoch 80/100
225/225 [==============================] - 0s 834us/step - loss: 0.5042 - accuracy: 0.7962
Epoch 81/100
225/225 [==============================] - 0s 875us/step - loss: 0.5040 - accuracy: 0.7962
Epoch 82/100
225/225 [==============================] - 0s 921us/step - loss: 0.5037 - accuracy: 0.7962
Epoch 83/100
225/225 [==============================] - 0s 833us/step - loss: 0.5034 - accuracy: 0.7962
Epoch 84/100
225/225 [==============================] - 0s 847us/step - loss: 0.5030 - accuracy: 0.7962
Epoch 85/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7962
Epoch 86/100
225/225 [==============================] - 0s 874us/step - loss: 0.5019 - accuracy: 0.7962
Epoch 87/100
225/225 [==============================] - 0s 864us/step - loss: 0.5011 - accuracy: 0.7962
Epoch 88/100
225/225 [==============================] - 0s 845us/step - loss: 0.5001 - accuracy: 0.7962
Epoch 89/100
225/225 [==============================] - 0s 859us/step - loss: 0.4989 - accuracy: 0.7962
Epoch 90/100
225/225 [==============================] - 0s 854us/step - loss: 0.4974 - accuracy: 0.7962
Epoch 91/100
225/225 [==============================] - 0s 907us/step - loss: 0.4954 - accuracy: 0.7962
Epoch 92/100
225/225 [==============================] - 0s 975us/step - loss: 0.4929 - accuracy: 0.7962
Epoch 93/100
225/225 [==============================] - 0s 993us/step - loss: 0.4898 - accuracy: 0.7962
Epoch 94/100
225/225 [==============================] - 0s 858us/step - loss: 0.4860 - accuracy: 0.7962
Epoch 95/100
225/225 [==============================] - 0s 877us/step - loss: 0.4816 - accuracy: 0.7962
Epoch 96/100
225/225 [==============================] - 0s 963us/step - loss: 0.4765 - accuracy: 0.7962
Epoch 97/100
225/225 [==============================] - 0s 842us/step - loss: 0.4711 - accuracy: 0.7962
Epoch 98/100
225/225 [==============================] - 0s 835us/step - loss: 0.4656 - accuracy: 0.7962
Epoch 99/100
225/225 [==============================] - 0s 901us/step - loss: 0.4603 - accuracy: 0.7962
Epoch 100/100
225/225 [==============================] - 0s 874us/step - loss: 0.4555 - accuracy: 0.7962
Epoch 1/100
225/225 [==============================] - 0s 971us/step - loss: 0.6217 - accuracy: 0.7979
Epoch 2/100
225/225 [==============================] - 0s 988us/step - loss: 0.5473 - accuracy: 0.7986
Epoch 3/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5206 - accuracy: 0.7986
Epoch 4/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5102 - accuracy: 0.7986
Epoch 5/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5058 - accuracy: 0.7986
Epoch 6/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5039 - accuracy: 0.7986
Epoch 7/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5030 - accuracy: 0.7986
Epoch 8/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5027 - accuracy: 0.7986
Epoch 9/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7986
Epoch 10/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7986
Epoch 11/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5024 - accuracy: 0.7986
Epoch 12/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7986
Epoch 13/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5023 - accuracy: 0.7986: 1s - loss: 0.5331 - ac
Epoch 14/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 16/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 18/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 19/100
225/225 [==============================] - 0s 882us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 20/100
225/225 [==============================] - 0s 870us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 21/100
225/225 [==============================] - 0s 813us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 22/100
225/225 [==============================] - 0s 915us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 23/100
225/225 [==============================] - 0s 847us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/100
225/225 [==============================] - 0s 878us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/100
225/225 [==============================] - 0s 924us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/100
225/225 [==============================] - 0s 882us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986: 0s - loss: 0.4952 - accuracy
Epoch 28/100
225/225 [==============================] - 0s 860us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/100
225/225 [==============================] - 0s 961us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/100
225/225 [==============================] - 0s 860us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/100
225/225 [==============================] - 0s 965us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/100
225/225 [==============================] - 0s 932us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/100
225/225 [==============================] - 0s 866us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/100
225/225 [==============================] - 0s 894us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/100
225/225 [==============================] - 0s 876us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/100
225/225 [==============================] - 0s 889us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/100
225/225 [==============================] - 0s 857us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/100
225/225 [==============================] - 0s 881us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/100
225/225 [==============================] - 0s 887us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/100
225/225 [==============================] - 0s 822us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/100
225/225 [==============================] - 0s 917us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/100
225/225 [==============================] - 0s 925us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/100
225/225 [==============================] - 0s 828us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/100
225/225 [==============================] - 0s 848us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 45/100
225/225 [==============================] - 0s 893us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 46/100
225/225 [==============================] - 0s 911us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 47/100
225/225 [==============================] - 0s 861us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 48/100
225/225 [==============================] - 0s 813us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 49/100
225/225 [==============================] - 0s 856us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 50/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 51/100
225/225 [==============================] - 0s 857us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 52/100
225/225 [==============================] - 0s 899us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 53/100
225/225 [==============================] - 0s 883us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 54/100
225/225 [==============================] - 0s 888us/step - loss: 0.5022 - accuracy: 0.79860s - loss: 0.5029 - accuracy: 0.79
Epoch 55/100
225/225 [==============================] - 0s 927us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 56/100
225/225 [==============================] - 0s 861us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 57/100
225/225 [==============================] - 0s 894us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 58/100
225/225 [==============================] - 0s 892us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 59/100
225/225 [==============================] - 0s 874us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 60/100
225/225 [==============================] - 0s 903us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 61/100
225/225 [==============================] - 0s 843us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 62/100
225/225 [==============================] - 0s 993us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 63/100
225/225 [==============================] - 0s 925us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 64/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5018 - accuracy: 0.7986
Epoch 65/100
225/225 [==============================] - 0s 863us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 66/100
225/225 [==============================] - 0s 955us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 67/100
225/225 [==============================] - 0s 854us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 68/100
225/225 [==============================] - 0s 905us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 69/100
225/225 [==============================] - 0s 846us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 70/100
225/225 [==============================] - 0s 831us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 71/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5011 - accuracy: 0.7986
Epoch 72/100
225/225 [==============================] - 0s 869us/step - loss: 0.5009 - accuracy: 0.7986
Epoch 73/100
225/225 [==============================] - 0s 898us/step - loss: 0.5007 - accuracy: 0.7986
Epoch 74/100
225/225 [==============================] - 0s 855us/step - loss: 0.5005 - accuracy: 0.7986
Epoch 75/100
225/225 [==============================] - 0s 855us/step - loss: 0.5002 - accuracy: 0.7986
Epoch 76/100
225/225 [==============================] - 0s 963us/step - loss: 0.4999 - accuracy: 0.7986
Epoch 77/100
225/225 [==============================] - 0s 867us/step - loss: 0.4995 - accuracy: 0.7986
Epoch 78/100
225/225 [==============================] - 0s 866us/step - loss: 0.4990 - accuracy: 0.7986
Epoch 79/100
225/225 [==============================] - 0s 867us/step - loss: 0.4984 - accuracy: 0.7986
Epoch 80/100
225/225 [==============================] - 0s 847us/step - loss: 0.4978 - accuracy: 0.7986
Epoch 81/100
225/225 [==============================] - 0s 999us/step - loss: 0.4969 - accuracy: 0.7986
Epoch 82/100
225/225 [==============================] - 0s 897us/step - loss: 0.4960 - accuracy: 0.7986
Epoch 83/100
225/225 [==============================] - 0s 869us/step - loss: 0.4947 - accuracy: 0.7986
Epoch 84/100
225/225 [==============================] - 0s 905us/step - loss: 0.4933 - accuracy: 0.7986
Epoch 85/100
225/225 [==============================] - 0s 899us/step - loss: 0.4915 - accuracy: 0.7986
Epoch 86/100
225/225 [==============================] - 0s 878us/step - loss: 0.4893 - accuracy: 0.7986
Epoch 87/100
225/225 [==============================] - 0s 855us/step - loss: 0.4866 - accuracy: 0.7986
Epoch 88/100
225/225 [==============================] - 0s 858us/step - loss: 0.4833 - accuracy: 0.7986
Epoch 89/100
225/225 [==============================] - 0s 920us/step - loss: 0.4792 - accuracy: 0.7986
Epoch 90/100
225/225 [==============================] - 0s 845us/step - loss: 0.4743 - accuracy: 0.7986
Epoch 91/100
225/225 [==============================] - 0s 892us/step - loss: 0.4684 - accuracy: 0.7986
Epoch 92/100
225/225 [==============================] - 0s 966us/step - loss: 0.4617 - accuracy: 0.7986
Epoch 93/100
225/225 [==============================] - 0s 872us/step - loss: 0.4546 - accuracy: 0.7987
Epoch 94/100
225/225 [==============================] - 0s 840us/step - loss: 0.4480 - accuracy: 0.7985
Epoch 95/100
225/225 [==============================] - 0s 870us/step - loss: 0.4425 - accuracy: 0.7974
Epoch 96/100
225/225 [==============================] - 0s 957us/step - loss: 0.4384 - accuracy: 0.7969
Epoch 97/100
225/225 [==============================] - 0s 870us/step - loss: 0.4355 - accuracy: 0.7986
Epoch 98/100
225/225 [==============================] - 0s 902us/step - loss: 0.4334 - accuracy: 0.7993
Epoch 99/100
225/225 [==============================] - 0s 887us/step - loss: 0.4320 - accuracy: 0.7982
Epoch 100/100
225/225 [==============================] - 0s 852us/step - loss: 0.4307 - accuracy: 0.8007
Epoch 1/100
225/225 [==============================] - 0s 879us/step - loss: 0.6222 - accuracy: 0.7951
Epoch 2/100
225/225 [==============================] - 0s 850us/step - loss: 0.5484 - accuracy: 0.7978
Epoch 3/100
225/225 [==============================] - 0s 789us/step - loss: 0.5217 - accuracy: 0.7978
Epoch 4/100
225/225 [==============================] - 0s 962us/step - loss: 0.5113 - accuracy: 0.7978
Epoch 5/100
225/225 [==============================] - 0s 895us/step - loss: 0.5069 - accuracy: 0.7978
Epoch 6/100
225/225 [==============================] - 0s 844us/step - loss: 0.5051 - accuracy: 0.7978
Epoch 7/100
225/225 [==============================] - 0s 848us/step - loss: 0.5042 - accuracy: 0.7978
Epoch 8/100
225/225 [==============================] - 0s 890us/step - loss: 0.5038 - accuracy: 0.7978
Epoch 9/100
225/225 [==============================] - 0s 947us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 10/100
225/225 [==============================] - 0s 836us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 11/100
225/225 [==============================] - 0s 887us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 12/100
225/225 [==============================] - 0s 888us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 13/100
225/225 [==============================] - 0s 886us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 14/100
225/225 [==============================] - 0s 916us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 15/100
225/225 [==============================] - 0s 891us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 16/100
225/225 [==============================] - 0s 845us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 17/100
225/225 [==============================] - 0s 869us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 18/100
225/225 [==============================] - 0s 899us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 19/100
225/225 [==============================] - 0s 931us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 20/100
225/225 [==============================] - 0s 871us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 21/100
225/225 [==============================] - 0s 889us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 22/100
225/225 [==============================] - 0s 898us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 23/100
225/225 [==============================] - 0s 835us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 24/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 25/100
225/225 [==============================] - 0s 868us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 26/100
225/225 [==============================] - 0s 889us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 27/100
225/225 [==============================] - 0s 843us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 28/100
225/225 [==============================] - 0s 851us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 29/100
225/225 [==============================] - 0s 876us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 30/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 31/100
225/225 [==============================] - 0s 922us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 32/100
225/225 [==============================] - 0s 857us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 33/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 34/100
225/225 [==============================] - 0s 827us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 35/100
225/225 [==============================] - 0s 847us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 36/100
225/225 [==============================] - 0s 811us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 37/100
225/225 [==============================] - 0s 874us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 38/100
225/225 [==============================] - 0s 880us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 39/100
225/225 [==============================] - 0s 868us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 40/100
225/225 [==============================] - 0s 872us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 41/100
225/225 [==============================] - 0s 835us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 42/100
225/225 [==============================] - 0s 938us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 43/100
225/225 [==============================] - 0s 912us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 44/100
225/225 [==============================] - 0s 871us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 45/100
225/225 [==============================] - 0s 812us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 46/100
225/225 [==============================] - 0s 909us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 47/100
225/225 [==============================] - 0s 842us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 48/100
225/225 [==============================] - 0s 969us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 49/100
225/225 [==============================] - 0s 919us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 50/100
225/225 [==============================] - 0s 883us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 51/100
225/225 [==============================] - 0s 882us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 52/100
225/225 [==============================] - 0s 862us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 53/100
225/225 [==============================] - 0s 920us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 54/100
225/225 [==============================] - 0s 840us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 55/100
225/225 [==============================] - 0s 843us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 56/100
225/225 [==============================] - 0s 879us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 57/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 58/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 59/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 60/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 61/100
225/225 [==============================] - 0s 824us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 62/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 63/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 64/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978: 0s - loss: 0.4958 - accuracy:
Epoch 65/100
225/225 [==============================] - 0s 934us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 66/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5033 - accuracy: 0.7978
Epoch 67/100
225/225 [==============================] - 0s 865us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 68/100
225/225 [==============================] - 0s 872us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 69/100
225/225 [==============================] - 0s 998us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 70/100
225/225 [==============================] - 0s 908us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 71/100
225/225 [==============================] - 0s 938us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 72/100
225/225 [==============================] - 0s 951us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 73/100
225/225 [==============================] - 0s 901us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 74/100
225/225 [==============================] - 0s 864us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 75/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5032 - accuracy: 0.7978
Epoch 76/100
225/225 [==============================] - 0s 851us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 77/100
225/225 [==============================] - 0s 839us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 78/100
225/225 [==============================] - 0s 891us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 79/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5030 - accuracy: 0.7978
Epoch 80/100
225/225 [==============================] - 0s 972us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 81/100
225/225 [==============================] - 0s 904us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 82/100
225/225 [==============================] - 0s 863us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 83/100
225/225 [==============================] - 0s 958us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 84/100
225/225 [==============================] - 0s 930us/step - loss: 0.5027 - accuracy: 0.7978
Epoch 85/100
225/225 [==============================] - 0s 893us/step - loss: 0.5026 - accuracy: 0.7978
Epoch 86/100
225/225 [==============================] - 0s 844us/step - loss: 0.5025 - accuracy: 0.7978
Epoch 87/100
225/225 [==============================] - 0s 831us/step - loss: 0.5024 - accuracy: 0.7978
Epoch 88/100
225/225 [==============================] - 0s 904us/step - loss: 0.5022 - accuracy: 0.7978
Epoch 89/100
225/225 [==============================] - 0s 864us/step - loss: 0.5020 - accuracy: 0.7978
Epoch 90/100
225/225 [==============================] - 0s 919us/step - loss: 0.5018 - accuracy: 0.7978
Epoch 91/100
225/225 [==============================] - 0s 835us/step - loss: 0.5015 - accuracy: 0.7978
Epoch 92/100
225/225 [==============================] - 0s 862us/step - loss: 0.5012 - accuracy: 0.7978
Epoch 93/100
225/225 [==============================] - 0s 854us/step - loss: 0.5008 - accuracy: 0.7978
Epoch 94/100
225/225 [==============================] - 0s 834us/step - loss: 0.5002 - accuracy: 0.7978
Epoch 95/100
225/225 [==============================] - 0s 950us/step - loss: 0.4996 - accuracy: 0.7978
Epoch 96/100
225/225 [==============================] - 0s 892us/step - loss: 0.4988 - accuracy: 0.7978
Epoch 97/100
225/225 [==============================] - 0s 814us/step - loss: 0.4977 - accuracy: 0.7978
Epoch 98/100
225/225 [==============================] - 0s 925us/step - loss: 0.4964 - accuracy: 0.7978
Epoch 99/100
225/225 [==============================] - 0s 830us/step - loss: 0.4947 - accuracy: 0.7978
Epoch 100/100
225/225 [==============================] - 0s 913us/step - loss: 0.4924 - accuracy: 0.7978
Epoch 1/100
225/225 [==============================] - 0s 884us/step - loss: 0.6241 - accuracy: 0.7935
Epoch 2/100
225/225 [==============================] - 0s 858us/step - loss: 0.5521 - accuracy: 0.7940
Epoch 3/100
225/225 [==============================] - 0s 852us/step - loss: 0.5262 - accuracy: 0.7940
Epoch 4/100
225/225 [==============================] - 0s 829us/step - loss: 0.5161 - accuracy: 0.7940
Epoch 5/100
225/225 [==============================] - 0s 877us/step - loss: 0.5119 - accuracy: 0.7940
Epoch 6/100
225/225 [==============================] - 0s 872us/step - loss: 0.5101 - accuracy: 0.7940
Epoch 7/100
225/225 [==============================] - 0s 915us/step - loss: 0.5093 - accuracy: 0.7940
Epoch 8/100
225/225 [==============================] - 0s 954us/step - loss: 0.5089 - accuracy: 0.7940
Epoch 9/100
225/225 [==============================] - 0s 873us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 10/100
225/225 [==============================] - 0s 914us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 11/100
225/225 [==============================] - 0s 883us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 12/100
225/225 [==============================] - 0s 837us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 13/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5086 - accuracy: 0.7940
Epoch 14/100
225/225 [==============================] - 0s 839us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 15/100
225/225 [==============================] - 0s 861us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 16/100
225/225 [==============================] - 0s 921us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 17/100
225/225 [==============================] - 0s 851us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 18/100
225/225 [==============================] - 0s 878us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 19/100
225/225 [==============================] - 0s 872us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 20/100
225/225 [==============================] - 0s 885us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 21/100
225/225 [==============================] - 0s 854us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 22/100
225/225 [==============================] - 0s 844us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 23/100
225/225 [==============================] - 0s 940us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 24/100
225/225 [==============================] - 0s 893us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 25/100
225/225 [==============================] - 0s 888us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 26/100
225/225 [==============================] - 0s 886us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 27/100
225/225 [==============================] - 0s 885us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 28/100
225/225 [==============================] - 0s 886us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 29/100
225/225 [==============================] - 0s 827us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 30/100
225/225 [==============================] - 0s 913us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 31/100
225/225 [==============================] - 0s 875us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 32/100
225/225 [==============================] - 0s 836us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 33/100
225/225 [==============================] - 0s 927us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 34/100
225/225 [==============================] - 0s 883us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 35/100
225/225 [==============================] - 0s 820us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 36/100
225/225 [==============================] - 0s 927us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 37/100
225/225 [==============================] - 0s 880us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 38/100
225/225 [==============================] - 0s 857us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 39/100
225/225 [==============================] - 0s 827us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 40/100
225/225 [==============================] - 0s 845us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 41/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5083 - accuracy: 0.7940
Epoch 42/100
225/225 [==============================] - 0s 838us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 43/100
225/225 [==============================] - 0s 950us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 44/100
225/225 [==============================] - 0s 938us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 45/100
225/225 [==============================] - 0s 887us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 46/100
225/225 [==============================] - 0s 935us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 47/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5080 - accuracy: 0.7940
Epoch 48/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5079 - accuracy: 0.7940
Epoch 49/100
225/225 [==============================] - 0s 856us/step - loss: 0.5078 - accuracy: 0.7940
Epoch 50/100
225/225 [==============================] - 0s 937us/step - loss: 0.5077 - accuracy: 0.7940
Epoch 51/100
225/225 [==============================] - 0s 883us/step - loss: 0.5076 - accuracy: 0.7940
Epoch 52/100
225/225 [==============================] - 0s 947us/step - loss: 0.5074 - accuracy: 0.7940
Epoch 53/100
225/225 [==============================] - 0s 882us/step - loss: 0.5073 - accuracy: 0.7940
Epoch 54/100
225/225 [==============================] - 0s 831us/step - loss: 0.5071 - accuracy: 0.7940
Epoch 55/100
225/225 [==============================] - 0s 945us/step - loss: 0.5068 - accuracy: 0.7940
Epoch 56/100
225/225 [==============================] - 0s 858us/step - loss: 0.5065 - accuracy: 0.7940
Epoch 57/100
225/225 [==============================] - 0s 902us/step - loss: 0.5062 - accuracy: 0.7940
Epoch 58/100
225/225 [==============================] - 0s 972us/step - loss: 0.5058 - accuracy: 0.7940
Epoch 59/100
225/225 [==============================] - 0s 832us/step - loss: 0.5053 - accuracy: 0.7940
Epoch 60/100
225/225 [==============================] - 0s 916us/step - loss: 0.5047 - accuracy: 0.7940
Epoch 61/100
225/225 [==============================] - 0s 883us/step - loss: 0.5039 - accuracy: 0.7940
Epoch 62/100
225/225 [==============================] - 0s 924us/step - loss: 0.5030 - accuracy: 0.7940
Epoch 63/100
225/225 [==============================] - 0s 886us/step - loss: 0.5019 - accuracy: 0.7940
Epoch 64/100
225/225 [==============================] - 0s 864us/step - loss: 0.5006 - accuracy: 0.7940
Epoch 65/100
225/225 [==============================] - 0s 873us/step - loss: 0.4989 - accuracy: 0.7940
Epoch 66/100
225/225 [==============================] - 0s 874us/step - loss: 0.4969 - accuracy: 0.7940
Epoch 67/100
225/225 [==============================] - 0s 924us/step - loss: 0.4944 - accuracy: 0.7940
Epoch 68/100
225/225 [==============================] - 0s 880us/step - loss: 0.4914 - accuracy: 0.7940
Epoch 69/100
225/225 [==============================] - 0s 824us/step - loss: 0.4878 - accuracy: 0.7940
Epoch 70/100
225/225 [==============================] - 0s 871us/step - loss: 0.4835 - accuracy: 0.7940
Epoch 71/100
225/225 [==============================] - 0s 826us/step - loss: 0.4788 - accuracy: 0.7940
Epoch 72/100
225/225 [==============================] - 0s 928us/step - loss: 0.4736 - accuracy: 0.7940
Epoch 73/100
225/225 [==============================] - 0s 875us/step - loss: 0.4683 - accuracy: 0.7940
Epoch 74/100
225/225 [==============================] - 0s 947us/step - loss: 0.4630 - accuracy: 0.7940
Epoch 75/100
225/225 [==============================] - 0s 847us/step - loss: 0.4580 - accuracy: 0.7940
Epoch 76/100
225/225 [==============================] - 0s 814us/step - loss: 0.4535 - accuracy: 0.7940
Epoch 77/100
225/225 [==============================] - 0s 963us/step - loss: 0.4496 - accuracy: 0.7940
Epoch 78/100
225/225 [==============================] - 0s 855us/step - loss: 0.4463 - accuracy: 0.7940
Epoch 79/100
225/225 [==============================] - 0s 805us/step - loss: 0.4436 - accuracy: 0.7940
Epoch 80/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4414 - accuracy: 0.7940
Epoch 81/100
225/225 [==============================] - 0s 2ms/step - loss: 0.4395 - accuracy: 0.7940
Epoch 82/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4380 - accuracy: 0.7940
Epoch 83/100
225/225 [==============================] - 0s 883us/step - loss: 0.4368 - accuracy: 0.7940
Epoch 84/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4357 - accuracy: 0.7940: 0s - loss: 0.4454 - accura
Epoch 85/100
225/225 [==============================] - 0s 934us/step - loss: 0.4349 - accuracy: 0.7940
Epoch 86/100
225/225 [==============================] - 0s 893us/step - loss: 0.4342 - accuracy: 0.7940
Epoch 87/100
225/225 [==============================] - 0s 824us/step - loss: 0.4336 - accuracy: 0.7940
Epoch 88/100
225/225 [==============================] - 0s 924us/step - loss: 0.4331 - accuracy: 0.7940
Epoch 89/100
225/225 [==============================] - 0s 887us/step - loss: 0.4327 - accuracy: 0.7940
Epoch 90/100
225/225 [==============================] - 0s 873us/step - loss: 0.4322 - accuracy: 0.7940
Epoch 91/100
225/225 [==============================] - 0s 958us/step - loss: 0.4319 - accuracy: 0.7940
Epoch 92/100
225/225 [==============================] - 0s 879us/step - loss: 0.4316 - accuracy: 0.7940
Epoch 93/100
225/225 [==============================] - 0s 871us/step - loss: 0.4313 - accuracy: 0.7940
Epoch 94/100
225/225 [==============================] - 0s 959us/step - loss: 0.4311 - accuracy: 0.7940
Epoch 95/100
225/225 [==============================] - 0s 866us/step - loss: 0.4309 - accuracy: 0.7940
Epoch 96/100
225/225 [==============================] - 0s 950us/step - loss: 0.4306 - accuracy: 0.7940
Epoch 97/100
225/225 [==============================] - 0s 824us/step - loss: 0.4304 - accuracy: 0.7940
Epoch 98/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4303 - accuracy: 0.7940
Epoch 99/100
225/225 [==============================] - 0s 975us/step - loss: 0.4301 - accuracy: 0.7940
Epoch 100/100
225/225 [==============================] - 0s 895us/step - loss: 0.4299 - accuracy: 0.7940
Epoch 1/100
225/225 [==============================] - 0s 853us/step - loss: 0.6232 - accuracy: 0.7946
Epoch 2/100
225/225 [==============================] - 0s 907us/step - loss: 0.5504 - accuracy: 0.7960
Epoch 3/100
225/225 [==============================] - 0s 879us/step - loss: 0.5242 - accuracy: 0.7960
Epoch 4/100
225/225 [==============================] - 0s 856us/step - loss: 0.5138 - accuracy: 0.7960
Epoch 5/100
225/225 [==============================] - 0s 848us/step - loss: 0.5094 - accuracy: 0.7960
Epoch 6/100
225/225 [==============================] - 0s 876us/step - loss: 0.5075 - accuracy: 0.7960
Epoch 7/100
225/225 [==============================] - 0s 953us/step - loss: 0.5067 - accuracy: 0.7960
Epoch 8/100
225/225 [==============================] - 0s 865us/step - loss: 0.5063 - accuracy: 0.7960
Epoch 9/100
225/225 [==============================] - 0s 849us/step - loss: 0.5061 - accuracy: 0.7960
Epoch 10/100
225/225 [==============================] - 0s 817us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 11/100
225/225 [==============================] - 0s 846us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 12/100
225/225 [==============================] - 0s 913us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 13/100
225/225 [==============================] - 0s 880us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 14/100
225/225 [==============================] - 0s 894us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 15/100
225/225 [==============================] - 0s 859us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 16/100
225/225 [==============================] - 0s 898us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 17/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 18/100
225/225 [==============================] - 0s 945us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 19/100
225/225 [==============================] - 0s 876us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 20/100
225/225 [==============================] - 0s 886us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 21/100
225/225 [==============================] - 0s 916us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 22/100
225/225 [==============================] - 0s 846us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 23/100
225/225 [==============================] - 0s 848us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 24/100
225/225 [==============================] - 0s 890us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 25/100
225/225 [==============================] - 0s 897us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 26/100
225/225 [==============================] - 0s 832us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 27/100
225/225 [==============================] - 0s 971us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 28/100
225/225 [==============================] - 0s 884us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 29/100
225/225 [==============================] - 0s 835us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 30/100
225/225 [==============================] - 0s 923us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 31/100
225/225 [==============================] - 0s 993us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 32/100
225/225 [==============================] - 0s 825us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 33/100
225/225 [==============================] - 0s 877us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 34/100
225/225 [==============================] - 0s 854us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 35/100
225/225 [==============================] - 0s 956us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 36/100
225/225 [==============================] - 0s 980us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 37/100
225/225 [==============================] - 0s 931us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 38/100
225/225 [==============================] - 0s 858us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 39/100
225/225 [==============================] - 0s 933us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 40/100
225/225 [==============================] - 0s 854us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 41/100
225/225 [==============================] - 0s 955us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 42/100
225/225 [==============================] - 0s 866us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 43/100
225/225 [==============================] - 0s 836us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 44/100
225/225 [==============================] - 0s 900us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 45/100
225/225 [==============================] - 0s 865us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 46/100
225/225 [==============================] - 0s 919us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 47/100
225/225 [==============================] - 0s 852us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 48/100
225/225 [==============================] - 0s 818us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 49/100
225/225 [==============================] - 0s 873us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 50/100
225/225 [==============================] - 0s 847us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 51/100
225/225 [==============================] - 0s 976us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 52/100
225/225 [==============================] - 0s 848us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 53/100
225/225 [==============================] - 0s 892us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 54/100
225/225 [==============================] - 0s 937us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 55/100
225/225 [==============================] - 0s 866us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 56/100
225/225 [==============================] - 0s 913us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 57/100
225/225 [==============================] - 0s 855us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 58/100
225/225 [==============================] - 0s 874us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 59/100
225/225 [==============================] - 0s 868us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 60/100
225/225 [==============================] - 0s 839us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 61/100
225/225 [==============================] - 0s 900us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 62/100
225/225 [==============================] - 0s 835us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 63/100
225/225 [==============================] - 0s 813us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 64/100
225/225 [==============================] - 0s 826us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 65/100
225/225 [==============================] - 0s 872us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 66/100
225/225 [==============================] - 0s 860us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 67/100
225/225 [==============================] - 0s 808us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 68/100
225/225 [==============================] - 0s 873us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 69/100
225/225 [==============================] - 0s 841us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 70/100
225/225 [==============================] - 0s 888us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 71/100
225/225 [==============================] - 0s 968us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 72/100
225/225 [==============================] - 0s 857us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 73/100
225/225 [==============================] - 0s 833us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 74/100
225/225 [==============================] - 0s 869us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 75/100
225/225 [==============================] - 0s 856us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 76/100
225/225 [==============================] - 0s 951us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 77/100
225/225 [==============================] - 0s 824us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 78/100
225/225 [==============================] - 0s 915us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 79/100
225/225 [==============================] - 0s 818us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 80/100
225/225 [==============================] - 0s 861us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 81/100
225/225 [==============================] - 0s 959us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 82/100
225/225 [==============================] - 0s 856us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 83/100
225/225 [==============================] - 0s 918us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 84/100
225/225 [==============================] - 0s 850us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 85/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 86/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 87/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5059 - accuracy: 0.7960
Epoch 88/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 89/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 90/100
225/225 [==============================] - 0s 893us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 91/100
225/225 [==============================] - 0s 894us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 92/100
225/225 [==============================] - 0s 879us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 93/100
225/225 [==============================] - 0s 946us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 94/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 95/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 96/100
225/225 [==============================] - 0s 865us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 97/100
225/225 [==============================] - 0s 866us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 98/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 99/100
225/225 [==============================] - 0s 2ms/step - loss: 0.5059 - accuracy: 0.7960
Epoch 100/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5060 - accuracy: 0.7960
Epoch 1/100
225/225 [==============================] - 0s 888us/step - loss: 0.6234 - accuracy: 0.7926
Epoch 2/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5507 - accuracy: 0.7953
Epoch 3/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5247 - accuracy: 0.7953
Epoch 4/100
225/225 [==============================] - 0s 992us/step - loss: 0.5145 - accuracy: 0.7953
Epoch 5/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5103 - accuracy: 0.7953
Epoch 6/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5085 - accuracy: 0.7953
Epoch 7/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5076 - accuracy: 0.7953
Epoch 8/100
225/225 [==============================] - 0s 941us/step - loss: 0.5072 - accuracy: 0.7953
Epoch 9/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5071 - accuracy: 0.7953
Epoch 10/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5070 - accuracy: 0.7953
Epoch 11/100
225/225 [==============================] - 0s 940us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 12/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 13/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 14/100
225/225 [==============================] - 0s 983us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 15/100
225/225 [==============================] - 0s 974us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 16/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 17/100
225/225 [==============================] - 0s 953us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 18/100
225/225 [==============================] - 0s 997us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 19/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 20/100
225/225 [==============================] - 0s 969us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 21/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 22/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 23/100
225/225 [==============================] - 0s 941us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 24/100
225/225 [==============================] - 0s 986us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 25/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 26/100
225/225 [==============================] - 0s 960us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 27/100
225/225 [==============================] - 0s 953us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 28/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 29/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 30/100
225/225 [==============================] - 0s 954us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 31/100
225/225 [==============================] - 0s 962us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 32/100
225/225 [==============================] - 0s 982us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 33/100
225/225 [==============================] - 0s 929us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 34/100
225/225 [==============================] - 0s 922us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 35/100
225/225 [==============================] - 0s 862us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 36/100
225/225 [==============================] - 0s 883us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 37/100
225/225 [==============================] - 0s 921us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 38/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 39/100
225/225 [==============================] - 0s 873us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 40/100
225/225 [==============================] - 0s 867us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 41/100
225/225 [==============================] - 0s 890us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 42/100
225/225 [==============================] - 0s 862us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 43/100
225/225 [==============================] - 0s 824us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 44/100
225/225 [==============================] - 0s 860us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 45/100
225/225 [==============================] - 0s 879us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 46/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 47/100
225/225 [==============================] - 0s 956us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 48/100
225/225 [==============================] - 0s 978us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 49/100
225/225 [==============================] - 0s 864us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 50/100
225/225 [==============================] - 0s 900us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 51/100
225/225 [==============================] - 0s 887us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 52/100
225/225 [==============================] - 0s 828us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 53/100
225/225 [==============================] - 0s 860us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 54/100
225/225 [==============================] - 0s 852us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 55/100
225/225 [==============================] - 0s 808us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 56/100
225/225 [==============================] - 0s 867us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 57/100
225/225 [==============================] - 0s 828us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 58/100
225/225 [==============================] - 0s 998us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 59/100
225/225 [==============================] - 0s 877us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 60/100
225/225 [==============================] - 0s 849us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 61/100
225/225 [==============================] - 0s 857us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 62/100
225/225 [==============================] - 0s 963us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 63/100
225/225 [==============================] - 0s 903us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 64/100
225/225 [==============================] - 0s 887us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 65/100
225/225 [==============================] - 0s 865us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 66/100
225/225 [==============================] - 0s 828us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 67/100
225/225 [==============================] - 0s 922us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 68/100
225/225 [==============================] - 0s 893us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 69/100
225/225 [==============================] - 0s 838us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 70/100
225/225 [==============================] - 0s 864us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 71/100
225/225 [==============================] - 0s 933us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 72/100
225/225 [==============================] - 0s 931us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 73/100
225/225 [==============================] - 0s 878us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 74/100
225/225 [==============================] - 0s 841us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 75/100
225/225 [==============================] - 0s 894us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 76/100
225/225 [==============================] - 0s 825us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 77/100
225/225 [==============================] - 0s 967us/step - loss: 0.5062 - accuracy: 0.7953
Epoch 78/100
225/225 [==============================] - 0s 921us/step - loss: 0.5061 - accuracy: 0.7953
Epoch 79/100
225/225 [==============================] - 0s 869us/step - loss: 0.5060 - accuracy: 0.7953
Epoch 80/100
225/225 [==============================] - 0s 842us/step - loss: 0.5059 - accuracy: 0.7953
Epoch 81/100
225/225 [==============================] - 0s 874us/step - loss: 0.5057 - accuracy: 0.7953
Epoch 82/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7953
Epoch 83/100
225/225 [==============================] - 0s 853us/step - loss: 0.5053 - accuracy: 0.7953
Epoch 84/100
225/225 [==============================] - 0s 878us/step - loss: 0.5051 - accuracy: 0.7953
Epoch 85/100
225/225 [==============================] - 0s 863us/step - loss: 0.5048 - accuracy: 0.7953
Epoch 86/100
225/225 [==============================] - 0s 881us/step - loss: 0.5044 - accuracy: 0.7953
Epoch 87/100
225/225 [==============================] - 0s 885us/step - loss: 0.5039 - accuracy: 0.7953
Epoch 88/100
225/225 [==============================] - 0s 881us/step - loss: 0.5034 - accuracy: 0.7953
Epoch 89/100
225/225 [==============================] - 0s 828us/step - loss: 0.5026 - accuracy: 0.7953
Epoch 90/100
225/225 [==============================] - 0s 850us/step - loss: 0.5017 - accuracy: 0.7953
Epoch 91/100
225/225 [==============================] - 0s 903us/step - loss: 0.5006 - accuracy: 0.7953
Epoch 92/100
225/225 [==============================] - 0s 916us/step - loss: 0.4991 - accuracy: 0.7953
Epoch 93/100
225/225 [==============================] - 0s 897us/step - loss: 0.4972 - accuracy: 0.7953
Epoch 94/100
225/225 [==============================] - 0s 871us/step - loss: 0.4946 - accuracy: 0.7953
Epoch 95/100
225/225 [==============================] - 0s 931us/step - loss: 0.4913 - accuracy: 0.7953
Epoch 96/100
225/225 [==============================] - 0s 832us/step - loss: 0.4869 - accuracy: 0.7953
Epoch 97/100
225/225 [==============================] - 0s 869us/step - loss: 0.4813 - accuracy: 0.7953
Epoch 98/100
225/225 [==============================] - 0s 822us/step - loss: 0.4744 - accuracy: 0.7953
Epoch 99/100
225/225 [==============================] - 0s 994us/step - loss: 0.4667 - accuracy: 0.7953
Epoch 100/100
225/225 [==============================] - 0s 890us/step - loss: 0.4593 - accuracy: 0.7946
Epoch 1/100
225/225 [==============================] - 0s 957us/step - loss: 0.6222 - accuracy: 0.7974
Epoch 2/100
225/225 [==============================] - 0s 834us/step - loss: 0.5482 - accuracy: 0.7974
Epoch 3/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5219 - accuracy: 0.7974
Epoch 4/100
225/225 [==============================] - 0s 891us/step - loss: 0.5118 - accuracy: 0.7974
Epoch 5/100
225/225 [==============================] - 0s 833us/step - loss: 0.5075 - accuracy: 0.7974
Epoch 6/100
225/225 [==============================] - 0s 809us/step - loss: 0.5056 - accuracy: 0.7974
Epoch 7/100
225/225 [==============================] - 0s 880us/step - loss: 0.5048 - accuracy: 0.7974
Epoch 8/100
225/225 [==============================] - 0s 837us/step - loss: 0.5044 - accuracy: 0.7974
Epoch 9/100
225/225 [==============================] - 0s 866us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 10/100
225/225 [==============================] - 0s 878us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 11/100
225/225 [==============================] - 0s 834us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 12/100
225/225 [==============================] - 0s 826us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 13/100
225/225 [==============================] - 0s 856us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 14/100
225/225 [==============================] - 0s 836us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 15/100
225/225 [==============================] - 0s 944us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 16/100
225/225 [==============================] - 0s 896us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 17/100
225/225 [==============================] - 0s 833us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 18/100
225/225 [==============================] - 0s 800us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 19/100
225/225 [==============================] - 0s 897us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 20/100
225/225 [==============================] - 0s 936us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 21/100
225/225 [==============================] - 0s 931us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 22/100
225/225 [==============================] - 0s 848us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 23/100
225/225 [==============================] - 0s 862us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 24/100
225/225 [==============================] - 0s 861us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 25/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5040 - accuracy: 0.7974
Epoch 26/100
225/225 [==============================] - 0s 952us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 27/100
225/225 [==============================] - 0s 871us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 28/100
225/225 [==============================] - 0s 847us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 29/100
225/225 [==============================] - 0s 893us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 30/100
225/225 [==============================] - 0s 871us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 31/100
225/225 [==============================] - 0s 840us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 32/100
225/225 [==============================] - 0s 901us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 33/100
225/225 [==============================] - 0s 840us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 34/100
225/225 [==============================] - 0s 879us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 35/100
225/225 [==============================] - 0s 898us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 36/100
225/225 [==============================] - 0s 821us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 37/100
225/225 [==============================] - 0s 858us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 38/100
225/225 [==============================] - 0s 888us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 39/100
225/225 [==============================] - 0s 829us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 40/100
225/225 [==============================] - 0s 906us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 41/100
225/225 [==============================] - 0s 861us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 42/100
225/225 [==============================] - 0s 879us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 43/100
225/225 [==============================] - 0s 940us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 44/100
225/225 [==============================] - 0s 852us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 45/100
225/225 [==============================] - 0s 868us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 46/100
225/225 [==============================] - 0s 833us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 47/100
225/225 [==============================] - 0s 880us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 48/100
225/225 [==============================] - 0s 812us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 49/100
225/225 [==============================] - 0s 854us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 50/100
225/225 [==============================] - 0s 941us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 51/100
225/225 [==============================] - 0s 892us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 52/100
225/225 [==============================] - 0s 885us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 53/100
225/225 [==============================] - 0s 894us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 54/100
225/225 [==============================] - 0s 828us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 55/100
225/225 [==============================] - 0s 883us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 56/100
225/225 [==============================] - 0s 818us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 57/100
225/225 [==============================] - 0s 855us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 58/100
225/225 [==============================] - 0s 820us/step - loss: 0.5034 - accuracy: 0.7974
Epoch 59/100
225/225 [==============================] - 0s 846us/step - loss: 0.5034 - accuracy: 0.7974
Epoch 60/100
225/225 [==============================] - 0s 851us/step - loss: 0.5033 - accuracy: 0.7974
Epoch 61/100
225/225 [==============================] - 0s 865us/step - loss: 0.5032 - accuracy: 0.7974
Epoch 62/100
225/225 [==============================] - 0s 806us/step - loss: 0.5030 - accuracy: 0.7974
Epoch 63/100
225/225 [==============================] - 0s 853us/step - loss: 0.5029 - accuracy: 0.7974
Epoch 64/100
225/225 [==============================] - 0s 801us/step - loss: 0.5027 - accuracy: 0.7974
Epoch 65/100
225/225 [==============================] - 0s 913us/step - loss: 0.5024 - accuracy: 0.7974
Epoch 66/100
225/225 [==============================] - 0s 874us/step - loss: 0.5021 - accuracy: 0.7974
Epoch 67/100
225/225 [==============================] - 0s 871us/step - loss: 0.5018 - accuracy: 0.7974
Epoch 68/100
225/225 [==============================] - 0s 837us/step - loss: 0.5013 - accuracy: 0.7974
Epoch 69/100
225/225 [==============================] - 0s 883us/step - loss: 0.5008 - accuracy: 0.7974
Epoch 70/100
225/225 [==============================] - 0s 890us/step - loss: 0.5000 - accuracy: 0.7974
Epoch 71/100
225/225 [==============================] - 0s 875us/step - loss: 0.4992 - accuracy: 0.7974
Epoch 72/100
225/225 [==============================] - 0s 882us/step - loss: 0.4981 - accuracy: 0.7974
Epoch 73/100
225/225 [==============================] - 0s 809us/step - loss: 0.4967 - accuracy: 0.7974
Epoch 74/100
225/225 [==============================] - 0s 860us/step - loss: 0.4950 - accuracy: 0.7974
Epoch 75/100
225/225 [==============================] - 0s 911us/step - loss: 0.4929 - accuracy: 0.7974
Epoch 76/100
225/225 [==============================] - 0s 865us/step - loss: 0.4902 - accuracy: 0.7974
Epoch 77/100
225/225 [==============================] - 0s 825us/step - loss: 0.4869 - accuracy: 0.7974
Epoch 78/100
225/225 [==============================] - 0s 889us/step - loss: 0.4828 - accuracy: 0.7974
Epoch 79/100
225/225 [==============================] - 0s 855us/step - loss: 0.4780 - accuracy: 0.7974
Epoch 80/100
225/225 [==============================] - 0s 894us/step - loss: 0.4726 - accuracy: 0.7974
Epoch 81/100
225/225 [==============================] - 0s 863us/step - loss: 0.4669 - accuracy: 0.7974
Epoch 82/100
225/225 [==============================] - 0s 810us/step - loss: 0.4611 - accuracy: 0.7974
Epoch 83/100
225/225 [==============================] - 0s 870us/step - loss: 0.4557 - accuracy: 0.7974
Epoch 84/100
225/225 [==============================] - 0s 819us/step - loss: 0.4507 - accuracy: 0.7974
Epoch 85/100
225/225 [==============================] - 0s 932us/step - loss: 0.4464 - accuracy: 0.7974
Epoch 86/100
225/225 [==============================] - 0s 851us/step - loss: 0.4428 - accuracy: 0.7974
Epoch 87/100
225/225 [==============================] - 0s 861us/step - loss: 0.4397 - accuracy: 0.7974
Epoch 88/100
225/225 [==============================] - 0s 810us/step - loss: 0.4373 - accuracy: 0.7974
Epoch 89/100
225/225 [==============================] - 0s 983us/step - loss: 0.4352 - accuracy: 0.7974
Epoch 90/100
225/225 [==============================] - 0s 829us/step - loss: 0.4336 - accuracy: 0.7974
Epoch 91/100
225/225 [==============================] - 0s 811us/step - loss: 0.4322 - accuracy: 0.7974
Epoch 92/100
225/225 [==============================] - 0s 879us/step - loss: 0.4310 - accuracy: 0.7974
Epoch 93/100
225/225 [==============================] - 0s 807us/step - loss: 0.4300 - accuracy: 0.7974
Epoch 94/100
225/225 [==============================] - 0s 884us/step - loss: 0.4291 - accuracy: 0.7974
Epoch 95/100
225/225 [==============================] - 0s 845us/step - loss: 0.4283 - accuracy: 0.7974
Epoch 96/100
225/225 [==============================] - 0s 861us/step - loss: 0.4276 - accuracy: 0.7974
Epoch 97/100
225/225 [==============================] - 0s 855us/step - loss: 0.4269 - accuracy: 0.7974
Epoch 98/100
225/225 [==============================] - 0s 813us/step - loss: 0.4263 - accuracy: 0.7974
Epoch 99/100
225/225 [==============================] - 0s 853us/step - loss: 0.4257 - accuracy: 0.7974
Epoch 100/100
225/225 [==============================] - 0s 831us/step - loss: 0.4251 - accuracy: 0.7974
Epoch 1/100
225/225 [==============================] - 0s 877us/step - loss: 0.6219 - accuracy: 0.7974
Epoch 2/100
225/225 [==============================] - 0s 779us/step - loss: 0.5476 - accuracy: 0.7986
Epoch 3/100
225/225 [==============================] - 0s 836us/step - loss: 0.5208 - accuracy: 0.7986
Epoch 4/100
225/225 [==============================] - 0s 947us/step - loss: 0.5104 - accuracy: 0.7986
Epoch 5/100
225/225 [==============================] - 0s 938us/step - loss: 0.5060 - accuracy: 0.7986
Epoch 6/100
225/225 [==============================] - 0s 860us/step - loss: 0.5040 - accuracy: 0.7986
Epoch 7/100
225/225 [==============================] - 0s 814us/step - loss: 0.5031 - accuracy: 0.7986
Epoch 8/100
225/225 [==============================] - 0s 870us/step - loss: 0.5027 - accuracy: 0.7986
Epoch 9/100
225/225 [==============================] - 0s 879us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 10/100
225/225 [==============================] - 0s 884us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 11/100
225/225 [==============================] - 0s 829us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 12/100
225/225 [==============================] - 0s 912us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 13/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 14/100
225/225 [==============================] - 0s 968us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/100
225/225 [==============================] - 0s 879us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 16/100
225/225 [==============================] - 0s 878us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/100
225/225 [==============================] - 0s 961us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 18/100
225/225 [==============================] - 0s 931us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 19/100
225/225 [==============================] - 0s 870us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 20/100
225/225 [==============================] - 0s 844us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 21/100
225/225 [==============================] - 0s 887us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 22/100
225/225 [==============================] - 0s 859us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 23/100
225/225 [==============================] - 0s 871us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/100
225/225 [==============================] - 0s 988us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/100
225/225 [==============================] - 0s 929us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/100
225/225 [==============================] - 0s 877us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/100
225/225 [==============================] - 0s 958us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/100
225/225 [==============================] - 0s 877us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/100
225/225 [==============================] - 0s 875us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/100
225/225 [==============================] - 0s 897us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/100
225/225 [==============================] - 0s 894us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/100
225/225 [==============================] - 0s 972us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/100
225/225 [==============================] - 0s 875us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/100
225/225 [==============================] - 0s 881us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/100
225/225 [==============================] - 0s 851us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/100
225/225 [==============================] - 0s 882us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/100
225/225 [==============================] - 0s 918us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/100
225/225 [==============================] - 0s 832us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/100
225/225 [==============================] - 0s 869us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/100
225/225 [==============================] - 0s 839us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/100
225/225 [==============================] - 0s 854us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/100
225/225 [==============================] - 0s 974us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/100
225/225 [==============================] - 0s 872us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 45/100
225/225 [==============================] - 0s 836us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 46/100
225/225 [==============================] - 0s 912us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 47/100
225/225 [==============================] - 0s 825us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 48/100
225/225 [==============================] - 0s 930us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 49/100
225/225 [==============================] - 0s 860us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 50/100
225/225 [==============================] - 0s 835us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 51/100
225/225 [==============================] - 0s 881us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 52/100
225/225 [==============================] - 0s 863us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 53/100
225/225 [==============================] - 0s 960us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 54/100
225/225 [==============================] - 0s 873us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 55/100
225/225 [==============================] - 0s 846us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 56/100
225/225 [==============================] - 0s 833us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 57/100
225/225 [==============================] - 0s 926us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 58/100
225/225 [==============================] - 0s 909us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 59/100
225/225 [==============================] - 0s 836us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 60/100
225/225 [==============================] - 0s 870us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 61/100
225/225 [==============================] - 0s 840us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 62/100
225/225 [==============================] - 0s 930us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 63/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5019 - accuracy: 0.7986
Epoch 64/100
225/225 [==============================] - 0s 956us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 65/100
225/225 [==============================] - 0s 960us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 66/100
225/225 [==============================] - 0s 837us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 67/100
225/225 [==============================] - 0s 870us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 68/100
225/225 [==============================] - 0s 987us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 69/100
225/225 [==============================] - 0s 935us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 70/100
225/225 [==============================] - 0s 857us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 71/100
225/225 [==============================] - 0s 859us/step - loss: 0.5010 - accuracy: 0.7986
Epoch 72/100
225/225 [==============================] - 0s 826us/step - loss: 0.5008 - accuracy: 0.7986
Epoch 73/100
225/225 [==============================] - 0s 938us/step - loss: 0.5006 - accuracy: 0.7986
Epoch 74/100
225/225 [==============================] - 0s 861us/step - loss: 0.5003 - accuracy: 0.7986
Epoch 75/100
225/225 [==============================] - 0s 832us/step - loss: 0.4999 - accuracy: 0.7986
Epoch 76/100
225/225 [==============================] - 0s 886us/step - loss: 0.4994 - accuracy: 0.7986
Epoch 77/100
225/225 [==============================] - 0s 904us/step - loss: 0.4988 - accuracy: 0.7986
Epoch 78/100
225/225 [==============================] - 0s 936us/step - loss: 0.4981 - accuracy: 0.7986
Epoch 79/100
225/225 [==============================] - 0s 819us/step - loss: 0.4971 - accuracy: 0.7986
Epoch 80/100
225/225 [==============================] - 0s 890us/step - loss: 0.4958 - accuracy: 0.7986
Epoch 81/100
225/225 [==============================] - 0s 826us/step - loss: 0.4942 - accuracy: 0.7986
Epoch 82/100
225/225 [==============================] - 0s 948us/step - loss: 0.4920 - accuracy: 0.7986
Epoch 83/100
225/225 [==============================] - 0s 954us/step - loss: 0.4890 - accuracy: 0.7986
Epoch 84/100
225/225 [==============================] - 0s 900us/step - loss: 0.4851 - accuracy: 0.7986
Epoch 85/100
225/225 [==============================] - 0s 846us/step - loss: 0.4798 - accuracy: 0.7986
Epoch 86/100
225/225 [==============================] - 0s 844us/step - loss: 0.4731 - accuracy: 0.7986
Epoch 87/100
225/225 [==============================] - 0s 909us/step - loss: 0.4650 - accuracy: 0.7986
Epoch 88/100
225/225 [==============================] - 0s 889us/step - loss: 0.4561 - accuracy: 0.7987
Epoch 89/100
225/225 [==============================] - 0s 856us/step - loss: 0.4476 - accuracy: 0.7983
Epoch 90/100
225/225 [==============================] - 0s 850us/step - loss: 0.4407 - accuracy: 0.7982
Epoch 91/100
225/225 [==============================] - 0s 888us/step - loss: 0.4356 - accuracy: 0.8015
Epoch 92/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4317 - accuracy: 0.8032
Epoch 93/100
225/225 [==============================] - 0s 802us/step - loss: 0.4287 - accuracy: 0.8056
Epoch 94/100
225/225 [==============================] - 0s 891us/step - loss: 0.4263 - accuracy: 0.8094
Epoch 95/100
225/225 [==============================] - 0s 845us/step - loss: 0.4241 - accuracy: 0.8097
Epoch 96/100
225/225 [==============================] - 0s 857us/step - loss: 0.4220 - accuracy: 0.8136
Epoch 97/100
225/225 [==============================] - 0s 907us/step - loss: 0.4199 - accuracy: 0.8160
Epoch 98/100
225/225 [==============================] - 0s 840us/step - loss: 0.4175 - accuracy: 0.8189
Epoch 99/100
225/225 [==============================] - 0s 937us/step - loss: 0.4148 - accuracy: 0.8213
Epoch 100/100
225/225 [==============================] - 0s 875us/step - loss: 0.4119 - accuracy: 0.8256
Epoch 1/100
225/225 [==============================] - 0s 852us/step - loss: 0.6229 - accuracy: 0.7944
Epoch 2/100
225/225 [==============================] - 0s 811us/step - loss: 0.5499 - accuracy: 0.7964
Epoch 3/100
225/225 [==============================] - 0s 871us/step - loss: 0.5237 - accuracy: 0.7964
Epoch 4/100
225/225 [==============================] - 0s 863us/step - loss: 0.5133 - accuracy: 0.7964
Epoch 5/100
225/225 [==============================] - 0s 855us/step - loss: 0.5089 - accuracy: 0.7964
Epoch 6/100
225/225 [==============================] - 0s 920us/step - loss: 0.5070 - accuracy: 0.7964
Epoch 7/100
225/225 [==============================] - 0s 905us/step - loss: 0.5061 - accuracy: 0.7964
Epoch 8/100
225/225 [==============================] - 0s 854us/step - loss: 0.5057 - accuracy: 0.7964
Epoch 9/100
225/225 [==============================] - 0s 867us/step - loss: 0.5056 - accuracy: 0.7964
Epoch 10/100
225/225 [==============================] - 0s 879us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 11/100
225/225 [==============================] - 0s 939us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 12/100
225/225 [==============================] - 0s 849us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 13/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 14/100
225/225 [==============================] - 0s 845us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 15/100
225/225 [==============================] - 0s 968us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 16/100
225/225 [==============================] - 0s 926us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 17/100
225/225 [==============================] - 0s 854us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 18/100
225/225 [==============================] - 0s 835us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 19/100
225/225 [==============================] - 0s 884us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 20/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964: 0s - loss: 0.5045 - accuracy:
Epoch 21/100
225/225 [==============================] - 0s 923us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 22/100
225/225 [==============================] - 0s 866us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 23/100
225/225 [==============================] - 0s 847us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 24/100
225/225 [==============================] - 0s 841us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 25/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 26/100
225/225 [==============================] - 0s 813us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 27/100
225/225 [==============================] - 0s 994us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 28/100
225/225 [==============================] - 0s 893us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 29/100
225/225 [==============================] - 0s 854us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 30/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 31/100
225/225 [==============================] - 0s 851us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 32/100
225/225 [==============================] - 0s 828us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 33/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 34/100
225/225 [==============================] - 0s 876us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 35/100
225/225 [==============================] - 0s 843us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 36/100
225/225 [==============================] - 0s 885us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 37/100
225/225 [==============================] - 0s 815us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 38/100
225/225 [==============================] - 0s 879us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 39/100
225/225 [==============================] - 0s 890us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 40/100
225/225 [==============================] - 0s 989us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 41/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5054 - accuracy: 0.7964
Epoch 42/100
225/225 [==============================] - 0s 921us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 43/100
225/225 [==============================] - 0s 922us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 44/100
225/225 [==============================] - 0s 932us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 45/100
225/225 [==============================] - 0s 903us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 46/100
225/225 [==============================] - 0s 990us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 47/100
225/225 [==============================] - 0s 855us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 48/100
225/225 [==============================] - 0s 862us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 49/100
225/225 [==============================] - 0s 908us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 50/100
225/225 [==============================] - 0s 880us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 51/100
225/225 [==============================] - 0s 881us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 52/100
225/225 [==============================] - 0s 964us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 53/100
225/225 [==============================] - 0s 944us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 54/100
225/225 [==============================] - 0s 963us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 55/100
225/225 [==============================] - 0s 923us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 56/100
225/225 [==============================] - 0s 877us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 57/100
225/225 [==============================] - 0s 883us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 58/100
225/225 [==============================] - 0s 926us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 59/100
225/225 [==============================] - 0s 898us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 60/100
225/225 [==============================] - 0s 934us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 61/100
225/225 [==============================] - 0s 804us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 62/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5053 - accuracy: 0.7964
Epoch 63/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5053 - accuracy: 0.7964
Epoch 64/100
225/225 [==============================] - 0s 892us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 65/100
225/225 [==============================] - 0s 858us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 66/100
225/225 [==============================] - 0s 892us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 67/100
225/225 [==============================] - 0s 846us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 68/100
225/225 [==============================] - 0s 960us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 69/100
225/225 [==============================] - 0s 960us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 70/100
225/225 [==============================] - 0s 916us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 71/100
225/225 [==============================] - 0s 884us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 72/100
225/225 [==============================] - 0s 857us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 73/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5051 - accuracy: 0.7964
Epoch 74/100
225/225 [==============================] - 0s 847us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 75/100
225/225 [==============================] - 0s 902us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 76/100
225/225 [==============================] - 0s 874us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 77/100
225/225 [==============================] - 0s 942us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 78/100
225/225 [==============================] - 0s 930us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 79/100
225/225 [==============================] - 0s 885us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 80/100
225/225 [==============================] - 0s 869us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 81/100
225/225 [==============================] - 0s 904us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 82/100
225/225 [==============================] - 0s 868us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 83/100
225/225 [==============================] - 0s 989us/step - loss: 0.5045 - accuracy: 0.7964
Epoch 84/100
225/225 [==============================] - 0s 879us/step - loss: 0.5044 - accuracy: 0.7964
Epoch 85/100
225/225 [==============================] - 0s 844us/step - loss: 0.5043 - accuracy: 0.7964
Epoch 86/100
225/225 [==============================] - 0s 936us/step - loss: 0.5041 - accuracy: 0.7964
Epoch 87/100
225/225 [==============================] - 0s 952us/step - loss: 0.5039 - accuracy: 0.7964
Epoch 88/100
225/225 [==============================] - 0s 994us/step - loss: 0.5036 - accuracy: 0.7964
Epoch 89/100
225/225 [==============================] - 0s 915us/step - loss: 0.5033 - accuracy: 0.7964
Epoch 90/100
225/225 [==============================] - 0s 867us/step - loss: 0.5029 - accuracy: 0.7964
Epoch 91/100
225/225 [==============================] - 0s 953us/step - loss: 0.5024 - accuracy: 0.7964
Epoch 92/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5017 - accuracy: 0.7964
Epoch 93/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5009 - accuracy: 0.7964
Epoch 94/100
225/225 [==============================] - 0s 951us/step - loss: 0.4998 - accuracy: 0.7964
Epoch 95/100
225/225 [==============================] - 0s 843us/step - loss: 0.4983 - accuracy: 0.7964
Epoch 96/100
225/225 [==============================] - 0s 881us/step - loss: 0.4963 - accuracy: 0.7964
Epoch 97/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7964
Epoch 98/100
225/225 [==============================] - 0s 949us/step - loss: 0.4898 - accuracy: 0.7964
Epoch 99/100
225/225 [==============================] - 0s 905us/step - loss: 0.4848 - accuracy: 0.7964
Epoch 100/100
225/225 [==============================] - 0s 893us/step - loss: 0.4784 - accuracy: 0.7964
Epoch 1/100
225/225 [==============================] - 0s 900us/step - loss: 0.6217 - accuracy: 0.7968
Epoch 2/100
225/225 [==============================] - 0s 883us/step - loss: 0.5475 - accuracy: 0.7985
Epoch 3/100
225/225 [==============================] - 0s 861us/step - loss: 0.5211 - accuracy: 0.7985
Epoch 4/100
225/225 [==============================] - 0s 902us/step - loss: 0.5105 - accuracy: 0.7985
Epoch 5/100
225/225 [==============================] - 0s 869us/step - loss: 0.5061 - accuracy: 0.7985
Epoch 6/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7985
Epoch 7/100
225/225 [==============================] - 0s 971us/step - loss: 0.5032 - accuracy: 0.7985
Epoch 8/100
225/225 [==============================] - 0s 898us/step - loss: 0.5029 - accuracy: 0.7985
Epoch 9/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5027 - accuracy: 0.7985
Epoch 10/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5026 - accuracy: 0.7985
Epoch 11/100
225/225 [==============================] - 0s 981us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 12/100
225/225 [==============================] - 0s 900us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 13/100
225/225 [==============================] - 0s 882us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 14/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 15/100
225/225 [==============================] - 0s 814us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 16/100
225/225 [==============================] - 0s 866us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 17/100
225/225 [==============================] - 0s 806us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 18/100
225/225 [==============================] - 0s 887us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 19/100
225/225 [==============================] - 0s 815us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 20/100
225/225 [==============================] - 0s 856us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 21/100
225/225 [==============================] - 0s 833us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 22/100
225/225 [==============================] - 0s 888us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 23/100
225/225 [==============================] - 0s 844us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 24/100
225/225 [==============================] - 0s 893us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 25/100
225/225 [==============================] - 0s 817us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 26/100
225/225 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 27/100
225/225 [==============================] - 0s 826us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 28/100
225/225 [==============================] - 0s 945us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 29/100
225/225 [==============================] - 0s 849us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 30/100
225/225 [==============================] - 0s 824us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 31/100
225/225 [==============================] - 0s 872us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 32/100
225/225 [==============================] - 0s 866us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 33/100
225/225 [==============================] - 0s 912us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 34/100
225/225 [==============================] - 0s 871us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 35/100
225/225 [==============================] - 0s 876us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 36/100
225/225 [==============================] - 0s 895us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 37/100
225/225 [==============================] - 0s 863us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 38/100
225/225 [==============================] - 0s 860us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 39/100
225/225 [==============================] - 0s 862us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 40/100
225/225 [==============================] - 0s 949us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 41/100
225/225 [==============================] - 0s 853us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 42/100
225/225 [==============================] - 0s 864us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 43/100
225/225 [==============================] - 0s 904us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 44/100
225/225 [==============================] - 0s 855us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 45/100
225/225 [==============================] - 0s 809us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 46/100
225/225 [==============================] - 0s 872us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 47/100
225/225 [==============================] - 0s 906us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 48/100
225/225 [==============================] - 0s 982us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 49/100
225/225 [==============================] - 0s 910us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 50/100
225/225 [==============================] - 0s 829us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 51/100
225/225 [==============================] - 0s 856us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 52/100
225/225 [==============================] - 0s 925us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 53/100
225/225 [==============================] - 0s 911us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 54/100
225/225 [==============================] - 0s 907us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 55/100
225/225 [==============================] - 0s 831us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 56/100
225/225 [==============================] - 0s 898us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 57/100
225/225 [==============================] - 0s 905us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 58/100
225/225 [==============================] - 0s 912us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 59/100
225/225 [==============================] - 0s 994us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 60/100
225/225 [==============================] - 0s 868us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 61/100
225/225 [==============================] - 0s 827us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 62/100
225/225 [==============================] - 0s 880us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 63/100
225/225 [==============================] - 0s 952us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 64/100
225/225 [==============================] - 0s 832us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 65/100
225/225 [==============================] - 0s 871us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 66/100
225/225 [==============================] - 0s 813us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 67/100
225/225 [==============================] - 0s 921us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 68/100
225/225 [==============================] - 0s 894us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 69/100
225/225 [==============================] - 0s 857us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 70/100
225/225 [==============================] - 0s 879us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 71/100
225/225 [==============================] - 0s 944us/step - loss: 0.5019 - accuracy: 0.7985
Epoch 72/100
225/225 [==============================] - 0s 847us/step - loss: 0.5019 - accuracy: 0.7985
Epoch 73/100
225/225 [==============================] - 0s 882us/step - loss: 0.5018 - accuracy: 0.7985
Epoch 74/100
225/225 [==============================] - 0s 851us/step - loss: 0.5017 - accuracy: 0.7985
Epoch 75/100
225/225 [==============================] - 0s 809us/step - loss: 0.5015 - accuracy: 0.7985
Epoch 76/100
225/225 [==============================] - 0s 972us/step - loss: 0.5014 - accuracy: 0.7985
Epoch 77/100
225/225 [==============================] - 0s 896us/step - loss: 0.5012 - accuracy: 0.7985
Epoch 78/100
225/225 [==============================] - 0s 830us/step - loss: 0.5010 - accuracy: 0.7985
Epoch 79/100
225/225 [==============================] - 0s 839us/step - loss: 0.5007 - accuracy: 0.7985
Epoch 80/100
225/225 [==============================] - 0s 860us/step - loss: 0.5004 - accuracy: 0.7985
Epoch 81/100
225/225 [==============================] - 0s 837us/step - loss: 0.5000 - accuracy: 0.7985
Epoch 82/100
225/225 [==============================] - 0s 897us/step - loss: 0.4995 - accuracy: 0.7985
Epoch 83/100
225/225 [==============================] - 0s 865us/step - loss: 0.4989 - accuracy: 0.7985
Epoch 84/100
225/225 [==============================] - 0s 966us/step - loss: 0.4981 - accuracy: 0.7985
Epoch 85/100
225/225 [==============================] - 0s 867us/step - loss: 0.4971 - accuracy: 0.7985
Epoch 86/100
225/225 [==============================] - 0s 809us/step - loss: 0.4957 - accuracy: 0.7985
Epoch 87/100
225/225 [==============================] - 0s 911us/step - loss: 0.4940 - accuracy: 0.7985
Epoch 88/100
225/225 [==============================] - 0s 940us/step - loss: 0.4918 - accuracy: 0.7985
Epoch 89/100
225/225 [==============================] - 0s 892us/step - loss: 0.4888 - accuracy: 0.7985
Epoch 90/100
225/225 [==============================] - 0s 883us/step - loss: 0.4849 - accuracy: 0.7985
Epoch 91/100
225/225 [==============================] - 0s 833us/step - loss: 0.4797 - accuracy: 0.7985
Epoch 92/100
225/225 [==============================] - 0s 886us/step - loss: 0.4731 - accuracy: 0.7985
Epoch 93/100
225/225 [==============================] - 0s 915us/step - loss: 0.4653 - accuracy: 0.7985
Epoch 94/100
225/225 [==============================] - 0s 836us/step - loss: 0.4567 - accuracy: 0.7986
Epoch 95/100
225/225 [==============================] - 0s 842us/step - loss: 0.4485 - accuracy: 0.7983
Epoch 96/100
225/225 [==============================] - 0s 896us/step - loss: 0.4418 - accuracy: 0.7982
Epoch 97/100
225/225 [==============================] - 0s 839us/step - loss: 0.4369 - accuracy: 0.8000
Epoch 98/100
225/225 [==============================] - 0s 996us/step - loss: 0.4336 - accuracy: 0.8021
Epoch 99/100
225/225 [==============================] - 0s 1ms/step - loss: 0.4312 - accuracy: 0.8022
Epoch 100/100
225/225 [==============================] - 0s 927us/step - loss: 0.4295 - accuracy: 0.8054
Epoch 1/500
225/225 [==============================] - 0s 935us/step - loss: 0.5902 - accuracy: 0.7960
Epoch 2/500
225/225 [==============================] - 0s 850us/step - loss: 0.4455 - accuracy: 0.7962
Epoch 3/500
225/225 [==============================] - 0s 877us/step - loss: 0.4367 - accuracy: 0.7962
Epoch 4/500
225/225 [==============================] - 0s 891us/step - loss: 0.4329 - accuracy: 0.7962
Epoch 5/500
225/225 [==============================] - 0s 916us/step - loss: 0.4299 - accuracy: 0.7962
Epoch 6/500
225/225 [==============================] - 0s 907us/step - loss: 0.4272 - accuracy: 0.7962
Epoch 7/500
225/225 [==============================] - 0s 871us/step - loss: 0.4242 - accuracy: 0.7962
Epoch 8/500
225/225 [==============================] - 0s 868us/step - loss: 0.4220 - accuracy: 0.8138
Epoch 9/500
225/225 [==============================] - 0s 908us/step - loss: 0.4206 - accuracy: 0.8215
Epoch 10/500
225/225 [==============================] - 0s 923us/step - loss: 0.4191 - accuracy: 0.8244
Epoch 11/500
225/225 [==============================] - 0s 948us/step - loss: 0.4178 - accuracy: 0.8279
Epoch 12/500
225/225 [==============================] - 0s 891us/step - loss: 0.4168 - accuracy: 0.8289
Epoch 13/500
225/225 [==============================] - 0s 871us/step - loss: 0.4156 - accuracy: 0.8300
Epoch 14/500
225/225 [==============================] - 0s 872us/step - loss: 0.4152 - accuracy: 0.8303
Epoch 15/500
225/225 [==============================] - 0s 939us/step - loss: 0.4140 - accuracy: 0.8321
Epoch 16/500
225/225 [==============================] - 0s 917us/step - loss: 0.4132 - accuracy: 0.8313
Epoch 17/500
225/225 [==============================] - 0s 933us/step - loss: 0.4123 - accuracy: 0.8333
Epoch 18/500
225/225 [==============================] - 0s 888us/step - loss: 0.4118 - accuracy: 0.8324
Epoch 19/500
225/225 [==============================] - 0s 902us/step - loss: 0.4112 - accuracy: 0.8339
Epoch 20/500
225/225 [==============================] - 0s 930us/step - loss: 0.4105 - accuracy: 0.8351
Epoch 21/500
225/225 [==============================] - 0s 872us/step - loss: 0.4100 - accuracy: 0.8340
Epoch 22/500
225/225 [==============================] - 0s 860us/step - loss: 0.4093 - accuracy: 0.8333
Epoch 23/500
225/225 [==============================] - 0s 922us/step - loss: 0.4089 - accuracy: 0.8353
Epoch 24/500
225/225 [==============================] - 0s 937us/step - loss: 0.4082 - accuracy: 0.8349
Epoch 25/500
225/225 [==============================] - 0s 880us/step - loss: 0.4079 - accuracy: 0.8349
Epoch 26/500
225/225 [==============================] - 0s 932us/step - loss: 0.4073 - accuracy: 0.8351
Epoch 27/500
225/225 [==============================] - 0s 869us/step - loss: 0.4069 - accuracy: 0.8356
Epoch 28/500
225/225 [==============================] - 0s 903us/step - loss: 0.4065 - accuracy: 0.8353
Epoch 29/500
225/225 [==============================] - 0s 929us/step - loss: 0.4061 - accuracy: 0.8347
Epoch 30/500
225/225 [==============================] - 0s 870us/step - loss: 0.4055 - accuracy: 0.8347
Epoch 31/500
225/225 [==============================] - 0s 870us/step - loss: 0.4055 - accuracy: 0.8353
Epoch 32/500
225/225 [==============================] - 0s 872us/step - loss: 0.4051 - accuracy: 0.8354
Epoch 33/500
225/225 [==============================] - 0s 884us/step - loss: 0.4050 - accuracy: 0.8369
Epoch 34/500
225/225 [==============================] - 0s 955us/step - loss: 0.4048 - accuracy: 0.8360
Epoch 35/500
225/225 [==============================] - 0s 951us/step - loss: 0.4043 - accuracy: 0.8358
Epoch 36/500
225/225 [==============================] - 0s 949us/step - loss: 0.4042 - accuracy: 0.8353
Epoch 37/500
225/225 [==============================] - 0s 889us/step - loss: 0.4042 - accuracy: 0.8344
Epoch 38/500
225/225 [==============================] - 0s 908us/step - loss: 0.4041 - accuracy: 0.8356
Epoch 39/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4039 - accuracy: 0.8346
Epoch 40/500
225/225 [==============================] - 0s 917us/step - loss: 0.4033 - accuracy: 0.8356
Epoch 41/500
225/225 [==============================] - 0s 860us/step - loss: 0.4031 - accuracy: 0.8364
Epoch 42/500
225/225 [==============================] - 0s 855us/step - loss: 0.4029 - accuracy: 0.8364
Epoch 43/500
225/225 [==============================] - 0s 938us/step - loss: 0.4026 - accuracy: 0.8361
Epoch 44/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4029 - accuracy: 0.8364
Epoch 45/500
225/225 [==============================] - 0s 894us/step - loss: 0.4027 - accuracy: 0.8353
Epoch 46/500
225/225 [==============================] - 0s 924us/step - loss: 0.4029 - accuracy: 0.8356
Epoch 47/500
225/225 [==============================] - 0s 982us/step - loss: 0.4024 - accuracy: 0.8371
Epoch 48/500
225/225 [==============================] - 0s 983us/step - loss: 0.4021 - accuracy: 0.8354
Epoch 49/500
225/225 [==============================] - 0s 893us/step - loss: 0.4021 - accuracy: 0.8354
Epoch 50/500
225/225 [==============================] - 0s 889us/step - loss: 0.4021 - accuracy: 0.8358
Epoch 51/500
225/225 [==============================] - 0s 891us/step - loss: 0.4018 - accuracy: 0.8364
Epoch 52/500
225/225 [==============================] - 0s 937us/step - loss: 0.4021 - accuracy: 0.8353
Epoch 53/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8364
Epoch 54/500
225/225 [==============================] - 0s 960us/step - loss: 0.4016 - accuracy: 0.8369
Epoch 55/500
225/225 [==============================] - 0s 900us/step - loss: 0.4016 - accuracy: 0.8371
Epoch 56/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4017 - accuracy: 0.8358
Epoch 57/500
225/225 [==============================] - 0s 927us/step - loss: 0.4013 - accuracy: 0.8351
Epoch 58/500
225/225 [==============================] - 0s 883us/step - loss: 0.4014 - accuracy: 0.8375
Epoch 59/500
225/225 [==============================] - 0s 956us/step - loss: 0.4013 - accuracy: 0.8358
Epoch 60/500
225/225 [==============================] - 0s 957us/step - loss: 0.4012 - accuracy: 0.8357
Epoch 61/500
225/225 [==============================] - 0s 938us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 62/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8351
Epoch 63/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4012 - accuracy: 0.8351
Epoch 64/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8367
Epoch 65/500
225/225 [==============================] - 0s 839us/step - loss: 0.4011 - accuracy: 0.8351
Epoch 66/500
225/225 [==============================] - 0s 888us/step - loss: 0.4013 - accuracy: 0.8364
Epoch 67/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8358
Epoch 68/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8358
Epoch 69/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8354
Epoch 70/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4011 - accuracy: 0.8361
Epoch 71/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8364
Epoch 72/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4007 - accuracy: 0.8365
Epoch 73/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8365
Epoch 74/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8368
Epoch 75/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4007 - accuracy: 0.8364
Epoch 76/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8364
Epoch 77/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4008 - accuracy: 0.8369
Epoch 78/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8364
Epoch 79/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8365
Epoch 80/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8364
Epoch 81/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8361
Epoch 82/500
225/225 [==============================] - 0s 990us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 83/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8369
Epoch 84/500
225/225 [==============================] - 0s 942us/step - loss: 0.4008 - accuracy: 0.8369
Epoch 85/500
225/225 [==============================] - 0s 957us/step - loss: 0.4001 - accuracy: 0.8367
Epoch 86/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8365
Epoch 87/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8382
Epoch 88/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8364
Epoch 89/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8364
Epoch 90/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4006 - accuracy: 0.8357
Epoch 91/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8369
Epoch 92/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8357
Epoch 93/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8371
Epoch 94/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8374
Epoch 95/500
225/225 [==============================] - 0s 988us/step - loss: 0.4002 - accuracy: 0.8372
Epoch 96/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8365
Epoch 97/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8361
Epoch 98/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8353
Epoch 99/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8357
Epoch 100/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8372
Epoch 101/500
225/225 [==============================] - 0s 949us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 102/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8368
Epoch 103/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8375
Epoch 104/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8375
Epoch 105/500
225/225 [==============================] - 0s 865us/step - loss: 0.4000 - accuracy: 0.8371
Epoch 106/500
225/225 [==============================] - 0s 982us/step - loss: 0.4003 - accuracy: 0.8369
Epoch 107/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8367
Epoch 108/500
225/225 [==============================] - 0s 956us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 109/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8376
Epoch 110/500
225/225 [==============================] - 0s 949us/step - loss: 0.3998 - accuracy: 0.8372
Epoch 111/500
225/225 [==============================] - 0s 945us/step - loss: 0.3998 - accuracy: 0.8354
Epoch 112/500
225/225 [==============================] - 0s 942us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 113/500
225/225 [==============================] - 0s 867us/step - loss: 0.4002 - accuracy: 0.8372
Epoch 114/500
225/225 [==============================] - 0s 900us/step - loss: 0.3999 - accuracy: 0.8364
Epoch 115/500
225/225 [==============================] - 0s 934us/step - loss: 0.3999 - accuracy: 0.8364
Epoch 116/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8371
Epoch 117/500
225/225 [==============================] - 0s 893us/step - loss: 0.3997 - accuracy: 0.8367
Epoch 118/500
225/225 [==============================] - 0s 888us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 119/500
225/225 [==============================] - 0s 918us/step - loss: 0.4000 - accuracy: 0.8374
Epoch 120/500
225/225 [==============================] - 0s 963us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 121/500
225/225 [==============================] - 0s 884us/step - loss: 0.4000 - accuracy: 0.8371
Epoch 122/500
225/225 [==============================] - 0s 859us/step - loss: 0.3999 - accuracy: 0.8368
Epoch 123/500
225/225 [==============================] - 0s 879us/step - loss: 0.4002 - accuracy: 0.8378
Epoch 124/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8378
Epoch 125/500
225/225 [==============================] - 0s 924us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 126/500
225/225 [==============================] - 0s 872us/step - loss: 0.3995 - accuracy: 0.8361
Epoch 127/500
225/225 [==============================] - 0s 910us/step - loss: 0.3998 - accuracy: 0.8368
Epoch 128/500
225/225 [==============================] - 0s 933us/step - loss: 0.3995 - accuracy: 0.8371
Epoch 129/500
225/225 [==============================] - 0s 900us/step - loss: 0.3996 - accuracy: 0.8378
Epoch 130/500
225/225 [==============================] - 0s 917us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 131/500
225/225 [==============================] - 0s 873us/step - loss: 0.3996 - accuracy: 0.8371
Epoch 132/500
225/225 [==============================] - 0s 889us/step - loss: 0.3998 - accuracy: 0.8386
Epoch 133/500
225/225 [==============================] - 0s 952us/step - loss: 0.3997 - accuracy: 0.8375
Epoch 134/500
225/225 [==============================] - 0s 917us/step - loss: 0.3998 - accuracy: 0.8360
Epoch 135/500
225/225 [==============================] - 0s 930us/step - loss: 0.4001 - accuracy: 0.8379
Epoch 136/500
225/225 [==============================] - 0s 921us/step - loss: 0.3997 - accuracy: 0.8363
Epoch 137/500
225/225 [==============================] - 0s 904us/step - loss: 0.3998 - accuracy: 0.8374
Epoch 138/500
225/225 [==============================] - 0s 960us/step - loss: 0.3995 - accuracy: 0.8381
Epoch 139/500
225/225 [==============================] - 0s 978us/step - loss: 0.4000 - accuracy: 0.8351
Epoch 140/500
225/225 [==============================] - 0s 920us/step - loss: 0.3999 - accuracy: 0.8368
Epoch 141/500
225/225 [==============================] - 0s 888us/step - loss: 0.4001 - accuracy: 0.8372
Epoch 142/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8363
Epoch 143/500
225/225 [==============================] - 0s 951us/step - loss: 0.3995 - accuracy: 0.8375
Epoch 144/500
225/225 [==============================] - 0s 914us/step - loss: 0.3999 - accuracy: 0.8358
Epoch 145/500
225/225 [==============================] - 0s 871us/step - loss: 0.3997 - accuracy: 0.8361
Epoch 146/500
225/225 [==============================] - 0s 941us/step - loss: 0.3996 - accuracy: 0.8367
Epoch 147/500
225/225 [==============================] - 0s 930us/step - loss: 0.3999 - accuracy: 0.8375
Epoch 148/500
225/225 [==============================] - 0s 996us/step - loss: 0.3998 - accuracy: 0.8371
Epoch 149/500
225/225 [==============================] - 0s 912us/step - loss: 0.3994 - accuracy: 0.8382
Epoch 150/500
225/225 [==============================] - 0s 923us/step - loss: 0.3993 - accuracy: 0.8375
Epoch 151/500
225/225 [==============================] - 0s 959us/step - loss: 0.3998 - accuracy: 0.8376
Epoch 152/500
225/225 [==============================] - 0s 893us/step - loss: 0.3998 - accuracy: 0.8369
Epoch 153/500
225/225 [==============================] - 0s 951us/step - loss: 0.3999 - accuracy: 0.8361
Epoch 154/500
225/225 [==============================] - 0s 922us/step - loss: 0.3999 - accuracy: 0.8371
Epoch 155/500
225/225 [==============================] - 0s 887us/step - loss: 0.3997 - accuracy: 0.8382
Epoch 156/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3993 - accuracy: 0.8371
Epoch 157/500
225/225 [==============================] - 0s 890us/step - loss: 0.4002 - accuracy: 0.8365
Epoch 158/500
225/225 [==============================] - 0s 946us/step - loss: 0.3996 - accuracy: 0.8371
Epoch 159/500
225/225 [==============================] - 0s 899us/step - loss: 0.3997 - accuracy: 0.8368
Epoch 160/500
225/225 [==============================] - 0s 930us/step - loss: 0.3998 - accuracy: 0.8363
Epoch 161/500
225/225 [==============================] - 0s 981us/step - loss: 0.3999 - accuracy: 0.8367
Epoch 162/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8372
Epoch 163/500
225/225 [==============================] - 0s 949us/step - loss: 0.4001 - accuracy: 0.8371
Epoch 164/500
225/225 [==============================] - 0s 890us/step - loss: 0.3994 - accuracy: 0.8375
Epoch 165/500
225/225 [==============================] - 0s 940us/step - loss: 0.3993 - accuracy: 0.8375
Epoch 166/500
225/225 [==============================] - 0s 900us/step - loss: 0.3997 - accuracy: 0.8363
Epoch 167/500
225/225 [==============================] - 0s 964us/step - loss: 0.3996 - accuracy: 0.8367
Epoch 168/500
225/225 [==============================] - 0s 952us/step - loss: 0.3996 - accuracy: 0.8360
Epoch 169/500
225/225 [==============================] - 0s 912us/step - loss: 0.3994 - accuracy: 0.8376
Epoch 170/500
225/225 [==============================] - 0s 961us/step - loss: 0.3994 - accuracy: 0.8369
Epoch 171/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8367
Epoch 172/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8358
Epoch 173/500
225/225 [==============================] - 0s 946us/step - loss: 0.3998 - accuracy: 0.8367
Epoch 174/500
225/225 [==============================] - 0s 923us/step - loss: 0.3996 - accuracy: 0.8374
Epoch 175/500
225/225 [==============================] - 0s 877us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 176/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3997 - accuracy: 0.8376: 0s - loss: 0.3921 - accuracy: 0.
Epoch 177/500
225/225 [==============================] - 0s 916us/step - loss: 0.3994 - accuracy: 0.8368
Epoch 178/500
225/225 [==============================] - 0s 941us/step - loss: 0.3992 - accuracy: 0.8375
Epoch 179/500
225/225 [==============================] - 0s 926us/step - loss: 0.3995 - accuracy: 0.8371
Epoch 180/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8386
Epoch 181/500
225/225 [==============================] - 0s 871us/step - loss: 0.3993 - accuracy: 0.8371
Epoch 182/500
225/225 [==============================] - 0s 881us/step - loss: 0.3997 - accuracy: 0.8379
Epoch 183/500
225/225 [==============================] - 0s 876us/step - loss: 0.3995 - accuracy: 0.8372
Epoch 184/500
225/225 [==============================] - 0s 890us/step - loss: 0.3995 - accuracy: 0.8367
Epoch 185/500
225/225 [==============================] - 0s 944us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 186/500
225/225 [==============================] - 0s 994us/step - loss: 0.3994 - accuracy: 0.8364
Epoch 187/500
225/225 [==============================] - 0s 947us/step - loss: 0.3993 - accuracy: 0.8351
Epoch 188/500
225/225 [==============================] - 0s 925us/step - loss: 0.3992 - accuracy: 0.8378
Epoch 189/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3997 - accuracy: 0.8363
Epoch 190/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3993 - accuracy: 0.8374
Epoch 191/500
225/225 [==============================] - 0s 942us/step - loss: 0.3995 - accuracy: 0.8363
Epoch 192/500
225/225 [==============================] - 0s 912us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 193/500
225/225 [==============================] - 0s 908us/step - loss: 0.3995 - accuracy: 0.8369
Epoch 194/500
225/225 [==============================] - 0s 950us/step - loss: 0.3996 - accuracy: 0.8360
Epoch 195/500
225/225 [==============================] - 0s 872us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 196/500
225/225 [==============================] - 0s 965us/step - loss: 0.3995 - accuracy: 0.8361
Epoch 197/500
225/225 [==============================] - 0s 981us/step - loss: 0.3995 - accuracy: 0.8374
Epoch 198/500
225/225 [==============================] - 0s 977us/step - loss: 0.3993 - accuracy: 0.8363
Epoch 199/500
225/225 [==============================] - 0s 949us/step - loss: 0.3993 - accuracy: 0.8378
Epoch 200/500
225/225 [==============================] - 0s 887us/step - loss: 0.3996 - accuracy: 0.8379
Epoch 201/500
225/225 [==============================] - 0s 956us/step - loss: 0.3995 - accuracy: 0.8381
Epoch 202/500
225/225 [==============================] - 0s 953us/step - loss: 0.3996 - accuracy: 0.8383
Epoch 203/500
225/225 [==============================] - 0s 940us/step - loss: 0.3993 - accuracy: 0.8375
Epoch 204/500
225/225 [==============================] - 0s 983us/step - loss: 0.3993 - accuracy: 0.8374
Epoch 205/500
225/225 [==============================] - 0s 911us/step - loss: 0.3996 - accuracy: 0.8365
Epoch 206/500
225/225 [==============================] - 0s 923us/step - loss: 0.3995 - accuracy: 0.8365
Epoch 207/500
225/225 [==============================] - 0s 851us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 208/500
225/225 [==============================] - 0s 986us/step - loss: 0.3995 - accuracy: 0.8374
Epoch 209/500
225/225 [==============================] - 0s 900us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 210/500
225/225 [==============================] - 0s 925us/step - loss: 0.3995 - accuracy: 0.8378
Epoch 211/500
225/225 [==============================] - 0s 915us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 212/500
225/225 [==============================] - 0s 934us/step - loss: 0.3995 - accuracy: 0.8361
Epoch 213/500
225/225 [==============================] - 0s 921us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 214/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8374
Epoch 215/500
225/225 [==============================] - 0s 878us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 216/500
225/225 [==============================] - 0s 876us/step - loss: 0.3993 - accuracy: 0.8383
Epoch 217/500
225/225 [==============================] - 0s 972us/step - loss: 0.3990 - accuracy: 0.8363
Epoch 218/500
225/225 [==============================] - 0s 905us/step - loss: 0.3993 - accuracy: 0.8365
Epoch 219/500
225/225 [==============================] - 0s 918us/step - loss: 0.3993 - accuracy: 0.8386
Epoch 220/500
225/225 [==============================] - 0s 886us/step - loss: 0.3991 - accuracy: 0.8367
Epoch 221/500
225/225 [==============================] - 0s 978us/step - loss: 0.3992 - accuracy: 0.8361
Epoch 222/500
225/225 [==============================] - 0s 952us/step - loss: 0.3994 - accuracy: 0.8374
Epoch 223/500
225/225 [==============================] - 0s 961us/step - loss: 0.3992 - accuracy: 0.8375
Epoch 224/500
225/225 [==============================] - 0s 927us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 225/500
225/225 [==============================] - 0s 934us/step - loss: 0.3990 - accuracy: 0.8365
Epoch 226/500
225/225 [==============================] - 0s 901us/step - loss: 0.3992 - accuracy: 0.8372
Epoch 227/500
225/225 [==============================] - 0s 968us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 228/500
225/225 [==============================] - 0s 966us/step - loss: 0.3991 - accuracy: 0.8376
Epoch 229/500
225/225 [==============================] - 0s 935us/step - loss: 0.3989 - accuracy: 0.8379
Epoch 230/500
225/225 [==============================] - 0s 884us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 231/500
225/225 [==============================] - 0s 992us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 232/500
225/225 [==============================] - 0s 958us/step - loss: 0.3992 - accuracy: 0.8372
Epoch 233/500
225/225 [==============================] - 0s 902us/step - loss: 0.3996 - accuracy: 0.8364
Epoch 234/500
225/225 [==============================] - 0s 956us/step - loss: 0.3990 - accuracy: 0.8376
Epoch 235/500
225/225 [==============================] - 0s 903us/step - loss: 0.3995 - accuracy: 0.8379
Epoch 236/500
225/225 [==============================] - 0s 966us/step - loss: 0.3990 - accuracy: 0.8379
Epoch 237/500
225/225 [==============================] - 0s 902us/step - loss: 0.3991 - accuracy: 0.8381
Epoch 238/500
225/225 [==============================] - 0s 913us/step - loss: 0.3987 - accuracy: 0.8382
Epoch 239/500
225/225 [==============================] - 0s 874us/step - loss: 0.3987 - accuracy: 0.8378
Epoch 240/500
225/225 [==============================] - 0s 954us/step - loss: 0.3991 - accuracy: 0.8378
Epoch 241/500
225/225 [==============================] - 0s 899us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 242/500
225/225 [==============================] - 0s 919us/step - loss: 0.3993 - accuracy: 0.8364
Epoch 243/500
225/225 [==============================] - 0s 880us/step - loss: 0.3990 - accuracy: 0.8372
Epoch 244/500
225/225 [==============================] - 0s 884us/step - loss: 0.3986 - accuracy: 0.8372
Epoch 245/500
225/225 [==============================] - 0s 880us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 246/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8371
Epoch 247/500
225/225 [==============================] - 0s 928us/step - loss: 0.3989 - accuracy: 0.8382
Epoch 248/500
225/225 [==============================] - 0s 916us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 249/500
225/225 [==============================] - 0s 949us/step - loss: 0.3988 - accuracy: 0.8364
Epoch 250/500
225/225 [==============================] - 0s 917us/step - loss: 0.3989 - accuracy: 0.8376
Epoch 251/500
225/225 [==============================] - 0s 955us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 252/500
225/225 [==============================] - 0s 947us/step - loss: 0.3990 - accuracy: 0.8374
Epoch 253/500
225/225 [==============================] - 0s 939us/step - loss: 0.3985 - accuracy: 0.8378
Epoch 254/500
225/225 [==============================] - 0s 919us/step - loss: 0.3988 - accuracy: 0.8399
Epoch 255/500
225/225 [==============================] - 0s 953us/step - loss: 0.3985 - accuracy: 0.8382
Epoch 256/500
225/225 [==============================] - 0s 976us/step - loss: 0.3986 - accuracy: 0.8389
Epoch 257/500
225/225 [==============================] - 0s 896us/step - loss: 0.3989 - accuracy: 0.8368
Epoch 258/500
225/225 [==============================] - 0s 947us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 259/500
225/225 [==============================] - 0s 858us/step - loss: 0.3987 - accuracy: 0.8376
Epoch 260/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3988 - accuracy: 0.8396
Epoch 261/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8371
Epoch 262/500
225/225 [==============================] - 0s 902us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 263/500
225/225 [==============================] - 0s 938us/step - loss: 0.3988 - accuracy: 0.8369
Epoch 264/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3984 - accuracy: 0.8375
Epoch 265/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8385
Epoch 266/500
225/225 [==============================] - 0s 980us/step - loss: 0.3988 - accuracy: 0.8386
Epoch 267/500
225/225 [==============================] - 0s 889us/step - loss: 0.3988 - accuracy: 0.8375
Epoch 268/500
225/225 [==============================] - 0s 869us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 269/500
225/225 [==============================] - 0s 873us/step - loss: 0.3987 - accuracy: 0.8382
Epoch 270/500
225/225 [==============================] - 0s 885us/step - loss: 0.3986 - accuracy: 0.8389
Epoch 271/500
225/225 [==============================] - 0s 883us/step - loss: 0.3985 - accuracy: 0.8371
Epoch 272/500
225/225 [==============================] - 0s 937us/step - loss: 0.3988 - accuracy: 0.8382
Epoch 273/500
225/225 [==============================] - 0s 936us/step - loss: 0.3989 - accuracy: 0.8396
Epoch 274/500
225/225 [==============================] - 0s 893us/step - loss: 0.3983 - accuracy: 0.8382
Epoch 275/500
225/225 [==============================] - 0s 975us/step - loss: 0.3983 - accuracy: 0.8374
Epoch 276/500
225/225 [==============================] - 0s 987us/step - loss: 0.3985 - accuracy: 0.8397
Epoch 277/500
225/225 [==============================] - 0s 897us/step - loss: 0.3983 - accuracy: 0.8383
Epoch 278/500
225/225 [==============================] - 0s 902us/step - loss: 0.3986 - accuracy: 0.8369
Epoch 279/500
225/225 [==============================] - 0s 900us/step - loss: 0.3984 - accuracy: 0.8381
Epoch 280/500
225/225 [==============================] - 0s 928us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 281/500
225/225 [==============================] - 0s 932us/step - loss: 0.3983 - accuracy: 0.8383
Epoch 282/500
225/225 [==============================] - 0s 940us/step - loss: 0.3988 - accuracy: 0.8382
Epoch 283/500
225/225 [==============================] - 0s 922us/step - loss: 0.3983 - accuracy: 0.8386
Epoch 284/500
225/225 [==============================] - 0s 867us/step - loss: 0.3984 - accuracy: 0.8388
Epoch 285/500
225/225 [==============================] - 0s 938us/step - loss: 0.3984 - accuracy: 0.8372
Epoch 286/500
225/225 [==============================] - 0s 965us/step - loss: 0.3983 - accuracy: 0.8394
Epoch 287/500
225/225 [==============================] - 0s 899us/step - loss: 0.3981 - accuracy: 0.8385
Epoch 288/500
225/225 [==============================] - 0s 920us/step - loss: 0.3983 - accuracy: 0.8399
Epoch 289/500
225/225 [==============================] - 0s 883us/step - loss: 0.3982 - accuracy: 0.8388
Epoch 290/500
225/225 [==============================] - 0s 893us/step - loss: 0.3981 - accuracy: 0.8390
Epoch 291/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8382
Epoch 292/500
225/225 [==============================] - 0s 961us/step - loss: 0.3980 - accuracy: 0.8394
Epoch 293/500
225/225 [==============================] - 0s 890us/step - loss: 0.3982 - accuracy: 0.8385
Epoch 294/500
225/225 [==============================] - 0s 933us/step - loss: 0.3981 - accuracy: 0.8390
Epoch 295/500
225/225 [==============================] - 0s 950us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 296/500
225/225 [==============================] - 0s 942us/step - loss: 0.3980 - accuracy: 0.8392
Epoch 297/500
225/225 [==============================] - 0s 916us/step - loss: 0.3979 - accuracy: 0.8382
Epoch 298/500
225/225 [==============================] - 0s 921us/step - loss: 0.3981 - accuracy: 0.8389
Epoch 299/500
225/225 [==============================] - 0s 922us/step - loss: 0.3978 - accuracy: 0.8396
Epoch 300/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8390
Epoch 301/500
225/225 [==============================] - 0s 875us/step - loss: 0.3981 - accuracy: 0.8381
Epoch 302/500
225/225 [==============================] - 0s 887us/step - loss: 0.3983 - accuracy: 0.8382
Epoch 303/500
225/225 [==============================] - 0s 945us/step - loss: 0.3980 - accuracy: 0.8394
Epoch 304/500
225/225 [==============================] - 0s 989us/step - loss: 0.3980 - accuracy: 0.8386
Epoch 305/500
225/225 [==============================] - 0s 984us/step - loss: 0.3976 - accuracy: 0.8396
Epoch 306/500
225/225 [==============================] - 0s 918us/step - loss: 0.3982 - accuracy: 0.8382
Epoch 307/500
225/225 [==============================] - 0s 870us/step - loss: 0.3977 - accuracy: 0.8388
Epoch 308/500
225/225 [==============================] - 0s 881us/step - loss: 0.3979 - accuracy: 0.8392
Epoch 309/500
225/225 [==============================] - 0s 964us/step - loss: 0.3974 - accuracy: 0.8386
Epoch 310/500
225/225 [==============================] - 0s 919us/step - loss: 0.3977 - accuracy: 0.8388
Epoch 311/500
225/225 [==============================] - 0s 887us/step - loss: 0.3975 - accuracy: 0.8385
Epoch 312/500
225/225 [==============================] - 0s 853us/step - loss: 0.3977 - accuracy: 0.8383
Epoch 313/500
225/225 [==============================] - 0s 872us/step - loss: 0.3975 - accuracy: 0.8388
Epoch 314/500
225/225 [==============================] - 0s 854us/step - loss: 0.3976 - accuracy: 0.8385
Epoch 315/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8381
Epoch 316/500
225/225 [==============================] - 0s 963us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 317/500
225/225 [==============================] - 0s 901us/step - loss: 0.3975 - accuracy: 0.8392
Epoch 318/500
225/225 [==============================] - 0s 886us/step - loss: 0.3974 - accuracy: 0.8400
Epoch 319/500
225/225 [==============================] - 0s 919us/step - loss: 0.3971 - accuracy: 0.8386
Epoch 320/500
225/225 [==============================] - 0s 908us/step - loss: 0.3979 - accuracy: 0.8393
Epoch 321/500
225/225 [==============================] - 0s 862us/step - loss: 0.3978 - accuracy: 0.8375
Epoch 322/500
225/225 [==============================] - 0s 858us/step - loss: 0.3971 - accuracy: 0.8389
Epoch 323/500
225/225 [==============================] - 0s 871us/step - loss: 0.3975 - accuracy: 0.8390
Epoch 324/500
225/225 [==============================] - 0s 924us/step - loss: 0.3974 - accuracy: 0.8401
Epoch 325/500
225/225 [==============================] - 0s 891us/step - loss: 0.3972 - accuracy: 0.8392
Epoch 326/500
225/225 [==============================] - 0s 864us/step - loss: 0.3974 - accuracy: 0.8397
Epoch 327/500
225/225 [==============================] - 0s 861us/step - loss: 0.3974 - accuracy: 0.8381
Epoch 328/500
225/225 [==============================] - 0s 870us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 329/500
225/225 [==============================] - 0s 927us/step - loss: 0.3971 - accuracy: 0.8385
Epoch 330/500
225/225 [==============================] - 0s 881us/step - loss: 0.3971 - accuracy: 0.8383
Epoch 331/500
225/225 [==============================] - 0s 952us/step - loss: 0.3971 - accuracy: 0.8383
Epoch 332/500
225/225 [==============================] - 0s 930us/step - loss: 0.3970 - accuracy: 0.8403
Epoch 333/500
225/225 [==============================] - 0s 870us/step - loss: 0.3968 - accuracy: 0.8399
Epoch 334/500
225/225 [==============================] - 0s 923us/step - loss: 0.3970 - accuracy: 0.8389
Epoch 335/500
225/225 [==============================] - 0s 910us/step - loss: 0.3969 - accuracy: 0.8401
Epoch 336/500
225/225 [==============================] - 0s 915us/step - loss: 0.3967 - accuracy: 0.8379
Epoch 337/500
225/225 [==============================] - 0s 904us/step - loss: 0.3968 - accuracy: 0.8386
Epoch 338/500
225/225 [==============================] - 0s 875us/step - loss: 0.3969 - accuracy: 0.8388
Epoch 339/500
225/225 [==============================] - 0s 921us/step - loss: 0.3969 - accuracy: 0.8388
Epoch 340/500
225/225 [==============================] - 0s 924us/step - loss: 0.3966 - accuracy: 0.8403
Epoch 341/500
225/225 [==============================] - 0s 881us/step - loss: 0.3969 - accuracy: 0.8386
Epoch 342/500
225/225 [==============================] - 0s 931us/step - loss: 0.3964 - accuracy: 0.8382
Epoch 343/500
225/225 [==============================] - 0s 889us/step - loss: 0.3965 - accuracy: 0.8394
Epoch 344/500
225/225 [==============================] - 0s 917us/step - loss: 0.3969 - accuracy: 0.8397
Epoch 345/500
225/225 [==============================] - 0s 863us/step - loss: 0.3969 - accuracy: 0.8376
Epoch 346/500
225/225 [==============================] - 0s 852us/step - loss: 0.3969 - accuracy: 0.8392
Epoch 347/500
225/225 [==============================] - 0s 932us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 348/500
225/225 [==============================] - 0s 937us/step - loss: 0.3966 - accuracy: 0.8390
Epoch 349/500
225/225 [==============================] - 0s 908us/step - loss: 0.3966 - accuracy: 0.8390
Epoch 350/500
225/225 [==============================] - 0s 918us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 351/500
225/225 [==============================] - 0s 892us/step - loss: 0.3966 - accuracy: 0.8382
Epoch 352/500
225/225 [==============================] - 0s 861us/step - loss: 0.3966 - accuracy: 0.8383
Epoch 353/500
225/225 [==============================] - 0s 980us/step - loss: 0.3967 - accuracy: 0.8396
Epoch 354/500
225/225 [==============================] - 0s 942us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 355/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8393
Epoch 356/500
225/225 [==============================] - 0s 913us/step - loss: 0.3965 - accuracy: 0.8392
Epoch 357/500
225/225 [==============================] - 0s 921us/step - loss: 0.3966 - accuracy: 0.8389
Epoch 358/500
225/225 [==============================] - 0s 961us/step - loss: 0.3965 - accuracy: 0.8394
Epoch 359/500
225/225 [==============================] - 0s 903us/step - loss: 0.3963 - accuracy: 0.8388
Epoch 360/500
225/225 [==============================] - 0s 874us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 361/500
225/225 [==============================] - 0s 875us/step - loss: 0.3964 - accuracy: 0.8392
Epoch 362/500
225/225 [==============================] - 0s 871us/step - loss: 0.3968 - accuracy: 0.8386
Epoch 363/500
225/225 [==============================] - 0s 950us/step - loss: 0.3965 - accuracy: 0.8396
Epoch 364/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8374
Epoch 365/500
225/225 [==============================] - 0s 900us/step - loss: 0.3968 - accuracy: 0.8371
Epoch 366/500
225/225 [==============================] - 0s 870us/step - loss: 0.3968 - accuracy: 0.8379
Epoch 367/500
225/225 [==============================] - 0s 911us/step - loss: 0.3967 - accuracy: 0.8388
Epoch 368/500
225/225 [==============================] - 0s 917us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 369/500
225/225 [==============================] - 0s 951us/step - loss: 0.3966 - accuracy: 0.8382
Epoch 370/500
225/225 [==============================] - 0s 927us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 371/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8383
Epoch 372/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8383
Epoch 373/500
225/225 [==============================] - 0s 991us/step - loss: 0.3968 - accuracy: 0.8390
Epoch 374/500
225/225 [==============================] - 0s 968us/step - loss: 0.3965 - accuracy: 0.8401
Epoch 375/500
225/225 [==============================] - 0s 894us/step - loss: 0.3967 - accuracy: 0.8388
Epoch 376/500
225/225 [==============================] - 0s 901us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 377/500
225/225 [==============================] - 0s 964us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 378/500
225/225 [==============================] - 0s 944us/step - loss: 0.3961 - accuracy: 0.8390
Epoch 379/500
225/225 [==============================] - 0s 926us/step - loss: 0.3965 - accuracy: 0.8394
Epoch 380/500
225/225 [==============================] - 0s 954us/step - loss: 0.3963 - accuracy: 0.8389
Epoch 381/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8388
Epoch 382/500
225/225 [==============================] - 0s 934us/step - loss: 0.3966 - accuracy: 0.8386
Epoch 383/500
225/225 [==============================] - 0s 950us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 384/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8388
Epoch 385/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8382
Epoch 386/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8399
Epoch 387/500
225/225 [==============================] - 0s 938us/step - loss: 0.3962 - accuracy: 0.8388
Epoch 388/500
225/225 [==============================] - 0s 921us/step - loss: 0.3964 - accuracy: 0.8378
Epoch 389/500
225/225 [==============================] - 0s 977us/step - loss: 0.3966 - accuracy: 0.8386
Epoch 390/500
225/225 [==============================] - 0s 933us/step - loss: 0.3967 - accuracy: 0.8369
Epoch 391/500
225/225 [==============================] - 0s 864us/step - loss: 0.3964 - accuracy: 0.8388
Epoch 392/500
225/225 [==============================] - 0s 914us/step - loss: 0.3965 - accuracy: 0.8392
Epoch 393/500
225/225 [==============================] - 0s 914us/step - loss: 0.3965 - accuracy: 0.8383
Epoch 394/500
225/225 [==============================] - 0s 893us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 395/500
225/225 [==============================] - 0s 927us/step - loss: 0.3964 - accuracy: 0.8397
Epoch 396/500
225/225 [==============================] - 0s 931us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 397/500
225/225 [==============================] - 0s 893us/step - loss: 0.3964 - accuracy: 0.8381
Epoch 398/500
225/225 [==============================] - 0s 873us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 399/500
225/225 [==============================] - 0s 997us/step - loss: 0.3965 - accuracy: 0.8393
Epoch 400/500
225/225 [==============================] - 0s 960us/step - loss: 0.3967 - accuracy: 0.8372
Epoch 401/500
225/225 [==============================] - 0s 898us/step - loss: 0.3961 - accuracy: 0.8392
Epoch 402/500
225/225 [==============================] - 0s 866us/step - loss: 0.3964 - accuracy: 0.8392
Epoch 403/500
225/225 [==============================] - 0s 856us/step - loss: 0.3965 - accuracy: 0.8383
Epoch 404/500
225/225 [==============================] - 0s 908us/step - loss: 0.3963 - accuracy: 0.8394
Epoch 405/500
225/225 [==============================] - 0s 927us/step - loss: 0.3964 - accuracy: 0.8381
Epoch 406/500
225/225 [==============================] - 0s 890us/step - loss: 0.3963 - accuracy: 0.8396
Epoch 407/500
225/225 [==============================] - 0s 877us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 408/500
225/225 [==============================] - 0s 858us/step - loss: 0.3963 - accuracy: 0.8385
Epoch 409/500
225/225 [==============================] - 0s 890us/step - loss: 0.3964 - accuracy: 0.8393
Epoch 410/500
225/225 [==============================] - 0s 930us/step - loss: 0.3965 - accuracy: 0.8396
Epoch 411/500
225/225 [==============================] - 0s 947us/step - loss: 0.3962 - accuracy: 0.8386
Epoch 412/500
225/225 [==============================] - 0s 930us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 413/500
225/225 [==============================] - 0s 911us/step - loss: 0.3963 - accuracy: 0.8399
Epoch 414/500
225/225 [==============================] - 0s 966us/step - loss: 0.3964 - accuracy: 0.8374
Epoch 415/500
225/225 [==============================] - 0s 910us/step - loss: 0.3963 - accuracy: 0.8400
Epoch 416/500
225/225 [==============================] - 0s 950us/step - loss: 0.3962 - accuracy: 0.8378
Epoch 417/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8406
Epoch 418/500
225/225 [==============================] - 0s 973us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 419/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8379
Epoch 420/500
225/225 [==============================] - 0s 936us/step - loss: 0.3962 - accuracy: 0.8388
Epoch 421/500
225/225 [==============================] - 0s 947us/step - loss: 0.3964 - accuracy: 0.8392
Epoch 422/500
225/225 [==============================] - 0s 963us/step - loss: 0.3962 - accuracy: 0.8386
Epoch 423/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8389
Epoch 424/500
225/225 [==============================] - 0s 870us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 425/500
225/225 [==============================] - 0s 911us/step - loss: 0.3962 - accuracy: 0.8382
Epoch 426/500
225/225 [==============================] - 0s 915us/step - loss: 0.3959 - accuracy: 0.8396
Epoch 427/500
225/225 [==============================] - 0s 875us/step - loss: 0.3963 - accuracy: 0.8394
Epoch 428/500
225/225 [==============================] - 0s 976us/step - loss: 0.3963 - accuracy: 0.8388
Epoch 429/500
225/225 [==============================] - 0s 933us/step - loss: 0.3961 - accuracy: 0.8383
Epoch 430/500
225/225 [==============================] - 0s 872us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 431/500
225/225 [==============================] - 0s 891us/step - loss: 0.3962 - accuracy: 0.8393
Epoch 432/500
225/225 [==============================] - 0s 936us/step - loss: 0.3959 - accuracy: 0.8392
Epoch 433/500
225/225 [==============================] - 0s 999us/step - loss: 0.3962 - accuracy: 0.8388
Epoch 434/500
225/225 [==============================] - 0s 917us/step - loss: 0.3962 - accuracy: 0.8392
Epoch 435/500
225/225 [==============================] - 0s 875us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 436/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3966 - accuracy: 0.8374
Epoch 437/500
225/225 [==============================] - 0s 943us/step - loss: 0.3966 - accuracy: 0.8383
Epoch 438/500
225/225 [==============================] - 0s 932us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 439/500
225/225 [==============================] - 0s 916us/step - loss: 0.3964 - accuracy: 0.8393
Epoch 440/500
225/225 [==============================] - 0s 890us/step - loss: 0.3960 - accuracy: 0.8383
Epoch 441/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8394
Epoch 442/500
225/225 [==============================] - 0s 957us/step - loss: 0.3963 - accuracy: 0.8392
Epoch 443/500
225/225 [==============================] - 0s 911us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 444/500
225/225 [==============================] - 0s 887us/step - loss: 0.3963 - accuracy: 0.8378
Epoch 445/500
225/225 [==============================] - 0s 893us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 446/500
225/225 [==============================] - 0s 966us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 447/500
225/225 [==============================] - 0s 982us/step - loss: 0.3963 - accuracy: 0.8396
Epoch 448/500
225/225 [==============================] - 0s 957us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 449/500
225/225 [==============================] - 0s 926us/step - loss: 0.3962 - accuracy: 0.8383
Epoch 450/500
225/225 [==============================] - 0s 943us/step - loss: 0.3961 - accuracy: 0.8386
Epoch 451/500
225/225 [==============================] - 0s 913us/step - loss: 0.3964 - accuracy: 0.8378
Epoch 452/500
225/225 [==============================] - 0s 889us/step - loss: 0.3959 - accuracy: 0.8392
Epoch 453/500
225/225 [==============================] - 0s 884us/step - loss: 0.3959 - accuracy: 0.8400
Epoch 454/500
225/225 [==============================] - 0s 906us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 455/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8390
Epoch 456/500
225/225 [==============================] - 0s 912us/step - loss: 0.3961 - accuracy: 0.8393
Epoch 457/500
225/225 [==============================] - 0s 917us/step - loss: 0.3963 - accuracy: 0.8379
Epoch 458/500
225/225 [==============================] - 0s 932us/step - loss: 0.3964 - accuracy: 0.8396
Epoch 459/500
225/225 [==============================] - 0s 889us/step - loss: 0.3960 - accuracy: 0.8378
Epoch 460/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8381
Epoch 461/500
225/225 [==============================] - 0s 900us/step - loss: 0.3962 - accuracy: 0.8401
Epoch 462/500
225/225 [==============================] - 0s 868us/step - loss: 0.3960 - accuracy: 0.8400
Epoch 463/500
225/225 [==============================] - 0s 887us/step - loss: 0.3963 - accuracy: 0.8386
Epoch 464/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8378
Epoch 465/500
225/225 [==============================] - 0s 927us/step - loss: 0.3961 - accuracy: 0.8393
Epoch 466/500
225/225 [==============================] - 0s 917us/step - loss: 0.3961 - accuracy: 0.8390
Epoch 467/500
225/225 [==============================] - 0s 939us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 468/500
225/225 [==============================] - 0s 915us/step - loss: 0.3962 - accuracy: 0.8392
Epoch 469/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8381
Epoch 470/500
225/225 [==============================] - 0s 935us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 471/500
225/225 [==============================] - 0s 918us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 472/500
225/225 [==============================] - 0s 891us/step - loss: 0.3963 - accuracy: 0.8393
Epoch 473/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8382
Epoch 474/500
225/225 [==============================] - 0s 923us/step - loss: 0.3961 - accuracy: 0.8385
Epoch 475/500
225/225 [==============================] - 0s 925us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 476/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8383
Epoch 477/500
225/225 [==============================] - 0s 961us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 478/500
225/225 [==============================] - 0s 922us/step - loss: 0.3961 - accuracy: 0.8393
Epoch 479/500
225/225 [==============================] - 0s 852us/step - loss: 0.3959 - accuracy: 0.8389
Epoch 480/500
225/225 [==============================] - 0s 863us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 481/500
225/225 [==============================] - 0s 931us/step - loss: 0.3963 - accuracy: 0.8383
Epoch 482/500
225/225 [==============================] - 0s 933us/step - loss: 0.3960 - accuracy: 0.8378
Epoch 483/500
225/225 [==============================] - 0s 906us/step - loss: 0.3962 - accuracy: 0.8375
Epoch 484/500
225/225 [==============================] - 0s 919us/step - loss: 0.3959 - accuracy: 0.8383
Epoch 485/500
225/225 [==============================] - 0s 885us/step - loss: 0.3959 - accuracy: 0.8379
Epoch 486/500
225/225 [==============================] - 0s 970us/step - loss: 0.3959 - accuracy: 0.83860s - loss: 0.3847 - accuracy
Epoch 487/500
225/225 [==============================] - 0s 991us/step - loss: 0.3958 - accuracy: 0.8389
Epoch 488/500
225/225 [==============================] - 0s 949us/step - loss: 0.3960 - accuracy: 0.8393
Epoch 489/500
225/225 [==============================] - 0s 916us/step - loss: 0.3957 - accuracy: 0.8392
Epoch 490/500
225/225 [==============================] - 0s 920us/step - loss: 0.3959 - accuracy: 0.8397
Epoch 491/500
225/225 [==============================] - 0s 921us/step - loss: 0.3960 - accuracy: 0.8375
Epoch 492/500
225/225 [==============================] - 0s 993us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 493/500
225/225 [==============================] - 0s 904us/step - loss: 0.3956 - accuracy: 0.8378
Epoch 494/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8374
Epoch 495/500
225/225 [==============================] - 0s 914us/step - loss: 0.3962 - accuracy: 0.8394
Epoch 496/500
225/225 [==============================] - 0s 929us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 497/500
225/225 [==============================] - 0s 886us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 498/500
225/225 [==============================] - 0s 909us/step - loss: 0.3962 - accuracy: 0.8383
Epoch 499/500
225/225 [==============================] - 0s 826us/step - loss: 0.3965 - accuracy: 0.8374
Epoch 500/500
225/225 [==============================] - 0s 909us/step - loss: 0.3959 - accuracy: 0.8378
Epoch 1/500
225/225 [==============================] - 0s 1ms/step - loss: 0.6030 - accuracy: 0.7981
Epoch 2/500
225/225 [==============================] - 0s 934us/step - loss: 0.4427 - accuracy: 0.7986
Epoch 3/500
225/225 [==============================] - 0s 931us/step - loss: 0.4336 - accuracy: 0.7986
Epoch 4/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4307 - accuracy: 0.7986
Epoch 5/500
225/225 [==============================] - 0s 985us/step - loss: 0.4292 - accuracy: 0.7986
Epoch 6/500
225/225 [==============================] - 0s 872us/step - loss: 0.4281 - accuracy: 0.7986
Epoch 7/500
225/225 [==============================] - 0s 887us/step - loss: 0.4277 - accuracy: 0.7986
Epoch 8/500
225/225 [==============================] - 0s 853us/step - loss: 0.4266 - accuracy: 0.7986
Epoch 9/500
225/225 [==============================] - 0s 871us/step - loss: 0.4248 - accuracy: 0.8026
Epoch 10/500
225/225 [==============================] - 0s 880us/step - loss: 0.4235 - accuracy: 0.8182
Epoch 11/500
225/225 [==============================] - 0s 880us/step - loss: 0.4208 - accuracy: 0.8218
Epoch 12/500
225/225 [==============================] - 0s 885us/step - loss: 0.4181 - accuracy: 0.8272
Epoch 13/500
225/225 [==============================] - 0s 981us/step - loss: 0.4146 - accuracy: 0.8317
Epoch 14/500
225/225 [==============================] - 0s 958us/step - loss: 0.4116 - accuracy: 0.8344
Epoch 15/500
225/225 [==============================] - 0s 901us/step - loss: 0.4089 - accuracy: 0.8363
Epoch 16/500
225/225 [==============================] - 0s 872us/step - loss: 0.4063 - accuracy: 0.8372
Epoch 17/500
225/225 [==============================] - 0s 912us/step - loss: 0.4045 - accuracy: 0.8368
Epoch 18/500
225/225 [==============================] - 0s 931us/step - loss: 0.4030 - accuracy: 0.8360
Epoch 19/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8369
Epoch 20/500
225/225 [==============================] - 0s 955us/step - loss: 0.3999 - accuracy: 0.8378
Epoch 21/500
225/225 [==============================] - 0s 932us/step - loss: 0.3992 - accuracy: 0.8381
Epoch 22/500
225/225 [==============================] - 0s 988us/step - loss: 0.3982 - accuracy: 0.8369
Epoch 23/500
225/225 [==============================] - 0s 934us/step - loss: 0.3975 - accuracy: 0.8378
Epoch 24/500
225/225 [==============================] - 0s 939us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 25/500
225/225 [==============================] - 0s 931us/step - loss: 0.3961 - accuracy: 0.8386
Epoch 26/500
225/225 [==============================] - 0s 926us/step - loss: 0.3957 - accuracy: 0.8372
Epoch 27/500
225/225 [==============================] - 0s 944us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 28/500
225/225 [==============================] - 0s 929us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 29/500
225/225 [==============================] - 0s 926us/step - loss: 0.3942 - accuracy: 0.8379
Epoch 30/500
225/225 [==============================] - 0s 922us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 31/500
225/225 [==============================] - 0s 910us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 32/500
225/225 [==============================] - 0s 943us/step - loss: 0.3935 - accuracy: 0.8394
Epoch 33/500
225/225 [==============================] - 0s 940us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 34/500
225/225 [==============================] - 0s 934us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 35/500
225/225 [==============================] - 0s 883us/step - loss: 0.3928 - accuracy: 0.8385
Epoch 36/500
225/225 [==============================] - 0s 931us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 37/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8388
Epoch 38/500
225/225 [==============================] - 0s 941us/step - loss: 0.3924 - accuracy: 0.8392
Epoch 39/500
225/225 [==============================] - 0s 939us/step - loss: 0.3923 - accuracy: 0.8393
Epoch 40/500
225/225 [==============================] - 0s 950us/step - loss: 0.3920 - accuracy: 0.8386
Epoch 41/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8393
Epoch 42/500
225/225 [==============================] - 0s 930us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 43/500
225/225 [==============================] - 0s 909us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 44/500
225/225 [==============================] - 0s 938us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 45/500
225/225 [==============================] - 0s 974us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 46/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8389
Epoch 47/500
225/225 [==============================] - 0s 941us/step - loss: 0.3912 - accuracy: 0.8399
Epoch 48/500
225/225 [==============================] - 0s 941us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 49/500
225/225 [==============================] - 0s 896us/step - loss: 0.3909 - accuracy: 0.8394
Epoch 50/500
225/225 [==============================] - 0s 935us/step - loss: 0.3912 - accuracy: 0.8378
Epoch 51/500
225/225 [==============================] - 0s 945us/step - loss: 0.3910 - accuracy: 0.8390
Epoch 52/500
225/225 [==============================] - 0s 995us/step - loss: 0.3906 - accuracy: 0.8389
Epoch 53/500
225/225 [==============================] - 0s 898us/step - loss: 0.3905 - accuracy: 0.8403
Epoch 54/500
225/225 [==============================] - 0s 897us/step - loss: 0.3904 - accuracy: 0.8410
Epoch 55/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8393
Epoch 56/500
225/225 [==============================] - 0s 950us/step - loss: 0.3900 - accuracy: 0.8407
Epoch 57/500
225/225 [==============================] - 0s 917us/step - loss: 0.3898 - accuracy: 0.8403
Epoch 58/500
225/225 [==============================] - 0s 930us/step - loss: 0.3899 - accuracy: 0.8406
Epoch 59/500
225/225 [==============================] - 0s 914us/step - loss: 0.3899 - accuracy: 0.8406
Epoch 60/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3896 - accuracy: 0.8406
Epoch 61/500
225/225 [==============================] - 0s 880us/step - loss: 0.3899 - accuracy: 0.8413
Epoch 62/500
225/225 [==============================] - 0s 960us/step - loss: 0.3898 - accuracy: 0.8396
Epoch 63/500
225/225 [==============================] - 0s 928us/step - loss: 0.3894 - accuracy: 0.8388
Epoch 64/500
225/225 [==============================] - 0s 864us/step - loss: 0.3896 - accuracy: 0.8394
Epoch 65/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3898 - accuracy: 0.8406
Epoch 66/500
225/225 [==============================] - 0s 927us/step - loss: 0.3893 - accuracy: 0.8393
Epoch 67/500
225/225 [==============================] - 0s 876us/step - loss: 0.3894 - accuracy: 0.8401
Epoch 68/500
225/225 [==============================] - 0s 931us/step - loss: 0.3892 - accuracy: 0.8401
Epoch 69/500
225/225 [==============================] - 0s 960us/step - loss: 0.3892 - accuracy: 0.8393
Epoch 70/500
225/225 [==============================] - 0s 909us/step - loss: 0.3894 - accuracy: 0.8400
Epoch 71/500
225/225 [==============================] - 0s 943us/step - loss: 0.3894 - accuracy: 0.8400
Epoch 72/500
225/225 [==============================] - 0s 929us/step - loss: 0.3890 - accuracy: 0.8382
Epoch 73/500
225/225 [==============================] - 0s 921us/step - loss: 0.3893 - accuracy: 0.8394
Epoch 74/500
225/225 [==============================] - 0s 967us/step - loss: 0.3891 - accuracy: 0.8408
Epoch 75/500
225/225 [==============================] - 0s 923us/step - loss: 0.3890 - accuracy: 0.8394
Epoch 76/500
225/225 [==============================] - 0s 923us/step - loss: 0.3891 - accuracy: 0.8397
Epoch 77/500
225/225 [==============================] - 0s 910us/step - loss: 0.3893 - accuracy: 0.8404
Epoch 78/500
225/225 [==============================] - 0s 889us/step - loss: 0.3890 - accuracy: 0.8404
Epoch 79/500
225/225 [==============================] - 0s 962us/step - loss: 0.3890 - accuracy: 0.8403
Epoch 80/500
225/225 [==============================] - 0s 935us/step - loss: 0.3895 - accuracy: 0.8385
Epoch 81/500
225/225 [==============================] - 0s 881us/step - loss: 0.3893 - accuracy: 0.8399
Epoch 82/500
225/225 [==============================] - 0s 955us/step - loss: 0.3892 - accuracy: 0.8396
Epoch 83/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3889 - accuracy: 0.8408
Epoch 84/500
225/225 [==============================] - 0s 878us/step - loss: 0.3891 - accuracy: 0.8404
Epoch 85/500
225/225 [==============================] - 0s 938us/step - loss: 0.3890 - accuracy: 0.8392
Epoch 86/500
225/225 [==============================] - 0s 881us/step - loss: 0.3891 - accuracy: 0.8393
Epoch 87/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3890 - accuracy: 0.8407
Epoch 88/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3890 - accuracy: 0.8413
Epoch 89/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3888 - accuracy: 0.8404
Epoch 90/500
225/225 [==============================] - 0s 975us/step - loss: 0.3889 - accuracy: 0.8386
Epoch 91/500
225/225 [==============================] - 0s 966us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 92/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3888 - accuracy: 0.8397
Epoch 93/500
225/225 [==============================] - 0s 952us/step - loss: 0.3887 - accuracy: 0.8403
Epoch 94/500
225/225 [==============================] - 0s 935us/step - loss: 0.3890 - accuracy: 0.8404
Epoch 95/500
225/225 [==============================] - 0s 882us/step - loss: 0.3887 - accuracy: 0.8400
Epoch 96/500
225/225 [==============================] - 0s 966us/step - loss: 0.3887 - accuracy: 0.8411
Epoch 97/500
225/225 [==============================] - 0s 992us/step - loss: 0.3886 - accuracy: 0.8414
Epoch 98/500
225/225 [==============================] - 0s 977us/step - loss: 0.3886 - accuracy: 0.8401
Epoch 99/500
225/225 [==============================] - 0s 963us/step - loss: 0.3884 - accuracy: 0.8411
Epoch 100/500
225/225 [==============================] - 0s 953us/step - loss: 0.3888 - accuracy: 0.8406
Epoch 101/500
225/225 [==============================] - 0s 972us/step - loss: 0.3888 - accuracy: 0.8397
Epoch 102/500
225/225 [==============================] - 0s 936us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 103/500
225/225 [==============================] - 0s 905us/step - loss: 0.3885 - accuracy: 0.8407
Epoch 104/500
225/225 [==============================] - 0s 901us/step - loss: 0.3885 - accuracy: 0.8406
Epoch 105/500
225/225 [==============================] - 0s 926us/step - loss: 0.3886 - accuracy: 0.8421
Epoch 106/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3887 - accuracy: 0.8389
Epoch 107/500
225/225 [==============================] - 1s 2ms/step - loss: 0.3884 - accuracy: 0.8404
Epoch 108/500
225/225 [==============================] - 0s 938us/step - loss: 0.3886 - accuracy: 0.8393
Epoch 109/500
225/225 [==============================] - 0s 793us/step - loss: 0.3885 - accuracy: 0.8404
Epoch 110/500
225/225 [==============================] - 0s 974us/step - loss: 0.3884 - accuracy: 0.8397
Epoch 111/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3885 - accuracy: 0.8404: 0s - loss: 0.3909 - accuracy: 0.83
Epoch 112/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8410
Epoch 113/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8417
Epoch 114/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8404
Epoch 115/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3886 - accuracy: 0.8404
Epoch 116/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8425
Epoch 117/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3886 - accuracy: 0.8418
Epoch 118/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3885 - accuracy: 0.8406
Epoch 119/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8410
Epoch 120/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8414
Epoch 121/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8401
Epoch 122/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3885 - accuracy: 0.8408
Epoch 123/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8400
Epoch 124/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3886 - accuracy: 0.8397
Epoch 125/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8410
Epoch 126/500
225/225 [==============================] - 0s 974us/step - loss: 0.3884 - accuracy: 0.8404
Epoch 127/500
225/225 [==============================] - 0s 957us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 128/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8410
Epoch 129/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8410
Epoch 130/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8403
Epoch 131/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8394
Epoch 132/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8407
Epoch 133/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8400
Epoch 134/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8410
Epoch 135/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8401
Epoch 136/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8403
Epoch 137/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8407
Epoch 138/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8415
Epoch 139/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8408
Epoch 140/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8406
Epoch 141/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8407
Epoch 142/500
225/225 [==============================] - 0s 928us/step - loss: 0.3883 - accuracy: 0.8414
Epoch 143/500
225/225 [==============================] - 0s 889us/step - loss: 0.3887 - accuracy: 0.8408
Epoch 144/500
225/225 [==============================] - 0s 956us/step - loss: 0.3882 - accuracy: 0.8410
Epoch 145/500
225/225 [==============================] - 0s 931us/step - loss: 0.3883 - accuracy: 0.8401
Epoch 146/500
225/225 [==============================] - 0s 889us/step - loss: 0.3883 - accuracy: 0.8414
Epoch 147/500
225/225 [==============================] - 0s 892us/step - loss: 0.3885 - accuracy: 0.8410
Epoch 148/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3888 - accuracy: 0.8422
Epoch 149/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8415
Epoch 150/500
225/225 [==============================] - 0s 924us/step - loss: 0.3883 - accuracy: 0.8406
Epoch 151/500
225/225 [==============================] - 0s 967us/step - loss: 0.3882 - accuracy: 0.8411
Epoch 152/500
225/225 [==============================] - 0s 920us/step - loss: 0.3882 - accuracy: 0.8413
Epoch 153/500
225/225 [==============================] - 0s 887us/step - loss: 0.3881 - accuracy: 0.8418
Epoch 154/500
225/225 [==============================] - 0s 875us/step - loss: 0.3882 - accuracy: 0.8408
Epoch 155/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8407
Epoch 156/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8410
Epoch 157/500
225/225 [==============================] - 0s 947us/step - loss: 0.3880 - accuracy: 0.8414
Epoch 158/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8399
Epoch 159/500
225/225 [==============================] - 0s 915us/step - loss: 0.3881 - accuracy: 0.8414
Epoch 160/500
225/225 [==============================] - 0s 951us/step - loss: 0.3881 - accuracy: 0.8406
Epoch 161/500
225/225 [==============================] - 0s 928us/step - loss: 0.3883 - accuracy: 0.8410
Epoch 162/500
225/225 [==============================] - 0s 958us/step - loss: 0.3879 - accuracy: 0.8424
Epoch 163/500
225/225 [==============================] - 0s 943us/step - loss: 0.3882 - accuracy: 0.8406
Epoch 164/500
225/225 [==============================] - 0s 920us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 165/500
225/225 [==============================] - 0s 971us/step - loss: 0.3880 - accuracy: 0.8411
Epoch 166/500
225/225 [==============================] - 0s 926us/step - loss: 0.3882 - accuracy: 0.8399
Epoch 167/500
225/225 [==============================] - 0s 970us/step - loss: 0.3882 - accuracy: 0.8424
Epoch 168/500
225/225 [==============================] - 0s 907us/step - loss: 0.3882 - accuracy: 0.8406
Epoch 169/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8400
Epoch 170/500
225/225 [==============================] - 0s 906us/step - loss: 0.3884 - accuracy: 0.8408
Epoch 171/500
225/225 [==============================] - 0s 956us/step - loss: 0.3879 - accuracy: 0.8407
Epoch 172/500
225/225 [==============================] - 0s 919us/step - loss: 0.3881 - accuracy: 0.8404
Epoch 173/500
225/225 [==============================] - 0s 956us/step - loss: 0.3878 - accuracy: 0.84100s - loss: 0.3913 - accuracy: 0.
Epoch 174/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8418
Epoch 175/500
225/225 [==============================] - 0s 931us/step - loss: 0.3882 - accuracy: 0.8403
Epoch 176/500
225/225 [==============================] - 0s 926us/step - loss: 0.3880 - accuracy: 0.8411
Epoch 177/500
225/225 [==============================] - 0s 929us/step - loss: 0.3881 - accuracy: 0.8397
Epoch 178/500
225/225 [==============================] - 0s 855us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 179/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8401
Epoch 180/500
225/225 [==============================] - 0s 967us/step - loss: 0.3883 - accuracy: 0.8403
Epoch 181/500
225/225 [==============================] - 0s 982us/step - loss: 0.3881 - accuracy: 0.8401
Epoch 182/500
225/225 [==============================] - 0s 903us/step - loss: 0.3881 - accuracy: 0.8411
Epoch 183/500
225/225 [==============================] - 0s 950us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 184/500
225/225 [==============================] - 0s 972us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 185/500
225/225 [==============================] - 0s 996us/step - loss: 0.3879 - accuracy: 0.8408
Epoch 186/500
225/225 [==============================] - 0s 906us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 187/500
225/225 [==============================] - 0s 937us/step - loss: 0.3883 - accuracy: 0.8406
Epoch 188/500
225/225 [==============================] - 0s 945us/step - loss: 0.3882 - accuracy: 0.8393
Epoch 189/500
225/225 [==============================] - 0s 962us/step - loss: 0.3880 - accuracy: 0.8418
Epoch 190/500
225/225 [==============================] - 0s 926us/step - loss: 0.3880 - accuracy: 0.8415
Epoch 191/500
225/225 [==============================] - 0s 874us/step - loss: 0.3880 - accuracy: 0.8410
Epoch 192/500
225/225 [==============================] - 0s 915us/step - loss: 0.3884 - accuracy: 0.8408
Epoch 193/500
225/225 [==============================] - 0s 852us/step - loss: 0.3881 - accuracy: 0.8417
Epoch 194/500
225/225 [==============================] - 0s 972us/step - loss: 0.3880 - accuracy: 0.8396
Epoch 195/500
225/225 [==============================] - 0s 949us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 196/500
225/225 [==============================] - 0s 962us/step - loss: 0.3879 - accuracy: 0.8421
Epoch 197/500
225/225 [==============================] - 0s 947us/step - loss: 0.3879 - accuracy: 0.8415
Epoch 198/500
225/225 [==============================] - 0s 952us/step - loss: 0.3882 - accuracy: 0.8410
Epoch 199/500
225/225 [==============================] - 0s 974us/step - loss: 0.3879 - accuracy: 0.8414
Epoch 200/500
225/225 [==============================] - 0s 905us/step - loss: 0.3881 - accuracy: 0.8425
Epoch 201/500
225/225 [==============================] - 0s 894us/step - loss: 0.3878 - accuracy: 0.8422
Epoch 202/500
225/225 [==============================] - 0s 947us/step - loss: 0.3880 - accuracy: 0.84070s - loss: 0.3839 - accuracy: 0.
Epoch 203/500
225/225 [==============================] - 0s 969us/step - loss: 0.3880 - accuracy: 0.8410
Epoch 204/500
225/225 [==============================] - 0s 927us/step - loss: 0.3881 - accuracy: 0.8411
Epoch 205/500
225/225 [==============================] - 0s 937us/step - loss: 0.3881 - accuracy: 0.8418
Epoch 206/500
225/225 [==============================] - 0s 892us/step - loss: 0.3880 - accuracy: 0.8407
Epoch 207/500
225/225 [==============================] - 0s 940us/step - loss: 0.3879 - accuracy: 0.8413
Epoch 208/500
225/225 [==============================] - 0s 928us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 209/500
225/225 [==============================] - 0s 945us/step - loss: 0.3882 - accuracy: 0.8418
Epoch 210/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8415
Epoch 211/500
225/225 [==============================] - 0s 900us/step - loss: 0.3877 - accuracy: 0.8426
Epoch 212/500
225/225 [==============================] - 0s 966us/step - loss: 0.3883 - accuracy: 0.8406
Epoch 213/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8418
Epoch 214/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8390
Epoch 215/500
225/225 [==============================] - 0s 972us/step - loss: 0.3876 - accuracy: 0.8422
Epoch 216/500
225/225 [==============================] - 0s 949us/step - loss: 0.3881 - accuracy: 0.8415
Epoch 217/500
225/225 [==============================] - 0s 975us/step - loss: 0.3879 - accuracy: 0.8414
Epoch 218/500
225/225 [==============================] - 0s 862us/step - loss: 0.3879 - accuracy: 0.8415
Epoch 219/500
225/225 [==============================] - 0s 948us/step - loss: 0.3880 - accuracy: 0.8406
Epoch 220/500
225/225 [==============================] - 0s 932us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 221/500
225/225 [==============================] - 0s 998us/step - loss: 0.3880 - accuracy: 0.8413
Epoch 222/500
225/225 [==============================] - 0s 979us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 223/500
225/225 [==============================] - 0s 913us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 224/500
225/225 [==============================] - 0s 874us/step - loss: 0.3879 - accuracy: 0.8425
Epoch 225/500
225/225 [==============================] - 0s 943us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 226/500
225/225 [==============================] - 0s 989us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 227/500
225/225 [==============================] - 0s 974us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 228/500
225/225 [==============================] - 0s 932us/step - loss: 0.3878 - accuracy: 0.8415
Epoch 229/500
225/225 [==============================] - 0s 949us/step - loss: 0.3882 - accuracy: 0.8411
Epoch 230/500
225/225 [==============================] - 0s 942us/step - loss: 0.3879 - accuracy: 0.8410
Epoch 231/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8411
Epoch 232/500
225/225 [==============================] - 0s 963us/step - loss: 0.3881 - accuracy: 0.8417
Epoch 233/500
225/225 [==============================] - 0s 936us/step - loss: 0.3877 - accuracy: 0.8417
Epoch 234/500
225/225 [==============================] - 0s 931us/step - loss: 0.3879 - accuracy: 0.8419
Epoch 235/500
225/225 [==============================] - 0s 951us/step - loss: 0.3878 - accuracy: 0.8418
Epoch 236/500
225/225 [==============================] - 0s 957us/step - loss: 0.3876 - accuracy: 0.8413
Epoch 237/500
225/225 [==============================] - 0s 984us/step - loss: 0.3878 - accuracy: 0.8428
Epoch 238/500
225/225 [==============================] - 0s 930us/step - loss: 0.3878 - accuracy: 0.8431
Epoch 239/500
225/225 [==============================] - 0s 985us/step - loss: 0.3874 - accuracy: 0.8418
Epoch 240/500
225/225 [==============================] - 0s 997us/step - loss: 0.3877 - accuracy: 0.8417
Epoch 241/500
225/225 [==============================] - 0s 950us/step - loss: 0.3878 - accuracy: 0.8404
Epoch 242/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8404
Epoch 243/500
225/225 [==============================] - 0s 915us/step - loss: 0.3879 - accuracy: 0.8413
Epoch 244/500
225/225 [==============================] - 0s 928us/step - loss: 0.3879 - accuracy: 0.8404
Epoch 245/500
225/225 [==============================] - 0s 937us/step - loss: 0.3878 - accuracy: 0.8411
Epoch 246/500
225/225 [==============================] - 0s 947us/step - loss: 0.3880 - accuracy: 0.8415
Epoch 247/500
225/225 [==============================] - 0s 957us/step - loss: 0.3878 - accuracy: 0.8419
Epoch 248/500
225/225 [==============================] - 0s 915us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 249/500
225/225 [==============================] - 0s 954us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 250/500
225/225 [==============================] - 0s 892us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 251/500
225/225 [==============================] - 0s 909us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 252/500
225/225 [==============================] - 0s 898us/step - loss: 0.3878 - accuracy: 0.8410
Epoch 253/500
225/225 [==============================] - 0s 888us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 254/500
225/225 [==============================] - 0s 972us/step - loss: 0.3873 - accuracy: 0.8425
Epoch 255/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8413
Epoch 256/500
225/225 [==============================] - 0s 932us/step - loss: 0.3880 - accuracy: 0.8410
Epoch 257/500
225/225 [==============================] - 0s 870us/step - loss: 0.3878 - accuracy: 0.8417
Epoch 258/500
225/225 [==============================] - 0s 989us/step - loss: 0.3880 - accuracy: 0.8411
Epoch 259/500
225/225 [==============================] - 0s 979us/step - loss: 0.3878 - accuracy: 0.8419
Epoch 260/500
225/225 [==============================] - 0s 958us/step - loss: 0.3881 - accuracy: 0.8417
Epoch 261/500
225/225 [==============================] - 0s 958us/step - loss: 0.3875 - accuracy: 0.8415
Epoch 262/500
225/225 [==============================] - 0s 951us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 263/500
225/225 [==============================] - 0s 941us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 264/500
225/225 [==============================] - 0s 938us/step - loss: 0.3875 - accuracy: 0.8417
Epoch 265/500
225/225 [==============================] - 0s 943us/step - loss: 0.3878 - accuracy: 0.8417
Epoch 266/500
225/225 [==============================] - 0s 951us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 267/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8413
Epoch 268/500
225/225 [==============================] - 0s 981us/step - loss: 0.3876 - accuracy: 0.8440
Epoch 269/500
225/225 [==============================] - 0s 952us/step - loss: 0.3879 - accuracy: 0.8404
Epoch 270/500
225/225 [==============================] - 0s 962us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 271/500
225/225 [==============================] - 0s 977us/step - loss: 0.3877 - accuracy: 0.8406
Epoch 272/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8407
Epoch 273/500
225/225 [==============================] - 0s 963us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 274/500
225/225 [==============================] - 0s 939us/step - loss: 0.3874 - accuracy: 0.8425
Epoch 275/500
225/225 [==============================] - 0s 952us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 276/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8408
Epoch 277/500
225/225 [==============================] - 0s 938us/step - loss: 0.3877 - accuracy: 0.8404
Epoch 278/500
225/225 [==============================] - 0s 932us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 279/500
225/225 [==============================] - 0s 935us/step - loss: 0.3877 - accuracy: 0.8411
Epoch 280/500
225/225 [==============================] - 0s 997us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 281/500
225/225 [==============================] - 0s 944us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 282/500
225/225 [==============================] - 0s 870us/step - loss: 0.3879 - accuracy: 0.8417
Epoch 283/500
225/225 [==============================] - 0s 943us/step - loss: 0.3879 - accuracy: 0.8410
Epoch 284/500
225/225 [==============================] - 0s 928us/step - loss: 0.3879 - accuracy: 0.8411
Epoch 285/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8411
Epoch 286/500
225/225 [==============================] - 0s 924us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 287/500
225/225 [==============================] - 0s 920us/step - loss: 0.3877 - accuracy: 0.8403
Epoch 288/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8421
Epoch 289/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8426
Epoch 290/500
225/225 [==============================] - 0s 913us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 291/500
225/225 [==============================] - 0s 876us/step - loss: 0.3877 - accuracy: 0.8401
Epoch 292/500
225/225 [==============================] - 0s 872us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 293/500
225/225 [==============================] - 0s 901us/step - loss: 0.3880 - accuracy: 0.8422
Epoch 294/500
225/225 [==============================] - 0s 923us/step - loss: 0.3878 - accuracy: 0.8406
Epoch 295/500
225/225 [==============================] - 0s 915us/step - loss: 0.3875 - accuracy: 0.8432
Epoch 296/500
225/225 [==============================] - 0s 891us/step - loss: 0.3879 - accuracy: 0.8411
Epoch 297/500
225/225 [==============================] - 0s 871us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 298/500
225/225 [==============================] - ETA: 0s - loss: 0.3863 - accuracy: 0.84 - 0s 881us/step - loss: 0.3875 - accuracy: 0.8428
Epoch 299/500
225/225 [==============================] - 0s 893us/step - loss: 0.3876 - accuracy: 0.8424
Epoch 300/500
225/225 [==============================] - 0s 915us/step - loss: 0.3879 - accuracy: 0.8414
Epoch 301/500
225/225 [==============================] - 0s 873us/step - loss: 0.3878 - accuracy: 0.8432
Epoch 302/500
225/225 [==============================] - 0s 955us/step - loss: 0.3874 - accuracy: 0.8431
Epoch 303/500
225/225 [==============================] - 0s 899us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 304/500
225/225 [==============================] - 0s 938us/step - loss: 0.3878 - accuracy: 0.8414
Epoch 305/500
225/225 [==============================] - 0s 911us/step - loss: 0.3876 - accuracy: 0.8425
Epoch 306/500
225/225 [==============================] - 0s 864us/step - loss: 0.3876 - accuracy: 0.8421
Epoch 307/500
225/225 [==============================] - 0s 880us/step - loss: 0.3874 - accuracy: 0.8417
Epoch 308/500
225/225 [==============================] - 0s 895us/step - loss: 0.3875 - accuracy: 0.8415
Epoch 309/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8418
Epoch 310/500
225/225 [==============================] - 0s 922us/step - loss: 0.3876 - accuracy: 0.8414
Epoch 311/500
225/225 [==============================] - 0s 893us/step - loss: 0.3873 - accuracy: 0.8433
Epoch 312/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8418
Epoch 313/500
225/225 [==============================] - 0s 944us/step - loss: 0.3877 - accuracy: 0.8404
Epoch 314/500
225/225 [==============================] - 0s 904us/step - loss: 0.3875 - accuracy: 0.8419
Epoch 315/500
225/225 [==============================] - 0s 892us/step - loss: 0.3873 - accuracy: 0.8424
Epoch 316/500
225/225 [==============================] - 0s 865us/step - loss: 0.3878 - accuracy: 0.8406
Epoch 317/500
225/225 [==============================] - 0s 886us/step - loss: 0.3878 - accuracy: 0.8407
Epoch 318/500
225/225 [==============================] - 0s 905us/step - loss: 0.3875 - accuracy: 0.8401
Epoch 319/500
225/225 [==============================] - 0s 933us/step - loss: 0.3875 - accuracy: 0.8419
Epoch 320/500
225/225 [==============================] - 0s 925us/step - loss: 0.3875 - accuracy: 0.8425
Epoch 321/500
225/225 [==============================] - 0s 878us/step - loss: 0.3875 - accuracy: 0.8428
Epoch 322/500
225/225 [==============================] - 0s 917us/step - loss: 0.3876 - accuracy: 0.8421
Epoch 323/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8419
Epoch 324/500
225/225 [==============================] - 0s 984us/step - loss: 0.3873 - accuracy: 0.8417
Epoch 325/500
225/225 [==============================] - 0s 931us/step - loss: 0.3874 - accuracy: 0.8417
Epoch 326/500
225/225 [==============================] - 0s 941us/step - loss: 0.3874 - accuracy: 0.8439
Epoch 327/500
225/225 [==============================] - 0s 927us/step - loss: 0.3875 - accuracy: 0.8419
Epoch 328/500
225/225 [==============================] - 0s 966us/step - loss: 0.3873 - accuracy: 0.8426
Epoch 329/500
225/225 [==============================] - 0s 915us/step - loss: 0.3875 - accuracy: 0.8418
Epoch 330/500
225/225 [==============================] - 0s 899us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 331/500
225/225 [==============================] - 0s 885us/step - loss: 0.3874 - accuracy: 0.8425
Epoch 332/500
225/225 [==============================] - 0s 945us/step - loss: 0.3874 - accuracy: 0.8424
Epoch 333/500
225/225 [==============================] - 0s 897us/step - loss: 0.3873 - accuracy: 0.8418
Epoch 334/500
225/225 [==============================] - 0s 940us/step - loss: 0.3873 - accuracy: 0.8410
Epoch 335/500
225/225 [==============================] - 0s 869us/step - loss: 0.3873 - accuracy: 0.8406
Epoch 336/500
225/225 [==============================] - 0s 887us/step - loss: 0.3873 - accuracy: 0.8418
Epoch 337/500
225/225 [==============================] - 0s 929us/step - loss: 0.3874 - accuracy: 0.8421
Epoch 338/500
225/225 [==============================] - 0s 891us/step - loss: 0.3873 - accuracy: 0.8421
Epoch 339/500
225/225 [==============================] - 0s 894us/step - loss: 0.3872 - accuracy: 0.8436
Epoch 340/500
225/225 [==============================] - 0s 939us/step - loss: 0.3874 - accuracy: 0.8415
Epoch 341/500
225/225 [==============================] - 0s 903us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 342/500
225/225 [==============================] - 0s 999us/step - loss: 0.3872 - accuracy: 0.8418
Epoch 343/500
225/225 [==============================] - 0s 940us/step - loss: 0.3872 - accuracy: 0.8413
Epoch 344/500
225/225 [==============================] - 0s 935us/step - loss: 0.3871 - accuracy: 0.8414
Epoch 345/500
225/225 [==============================] - 0s 868us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 346/500
225/225 [==============================] - 0s 961us/step - loss: 0.3870 - accuracy: 0.8429
Epoch 347/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3871 - accuracy: 0.8410
Epoch 348/500
225/225 [==============================] - 0s 968us/step - loss: 0.3871 - accuracy: 0.8422
Epoch 349/500
225/225 [==============================] - 0s 917us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 350/500
225/225 [==============================] - 0s 960us/step - loss: 0.3872 - accuracy: 0.8407
Epoch 351/500
225/225 [==============================] - 0s 971us/step - loss: 0.3873 - accuracy: 0.8417
Epoch 352/500
225/225 [==============================] - 0s 962us/step - loss: 0.3872 - accuracy: 0.8426
Epoch 353/500
225/225 [==============================] - 0s 909us/step - loss: 0.3872 - accuracy: 0.8411
Epoch 354/500
225/225 [==============================] - 0s 877us/step - loss: 0.3873 - accuracy: 0.8432
Epoch 355/500
225/225 [==============================] - 0s 912us/step - loss: 0.3873 - accuracy: 0.8428
Epoch 356/500
225/225 [==============================] - 0s 963us/step - loss: 0.3872 - accuracy: 0.8422
Epoch 357/500
225/225 [==============================] - 0s 934us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 358/500
225/225 [==============================] - 0s 923us/step - loss: 0.3871 - accuracy: 0.8421
Epoch 359/500
225/225 [==============================] - 0s 874us/step - loss: 0.3872 - accuracy: 0.8413
Epoch 360/500
225/225 [==============================] - 0s 899us/step - loss: 0.3870 - accuracy: 0.8436
Epoch 361/500
225/225 [==============================] - 0s 984us/step - loss: 0.3870 - accuracy: 0.8421
Epoch 362/500
225/225 [==============================] - 0s 949us/step - loss: 0.3870 - accuracy: 0.8429
Epoch 363/500
225/225 [==============================] - 0s 959us/step - loss: 0.3870 - accuracy: 0.8422
Epoch 364/500
225/225 [==============================] - 0s 915us/step - loss: 0.3869 - accuracy: 0.8424
Epoch 365/500
225/225 [==============================] - 0s 920us/step - loss: 0.3871 - accuracy: 0.8426
Epoch 366/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8410
Epoch 367/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8428
Epoch 368/500
225/225 [==============================] - 0s 905us/step - loss: 0.3873 - accuracy: 0.8422
Epoch 369/500
225/225 [==============================] - 0s 903us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 370/500
225/225 [==============================] - 0s 943us/step - loss: 0.3871 - accuracy: 0.8403
Epoch 371/500
225/225 [==============================] - 0s 930us/step - loss: 0.3869 - accuracy: 0.8426
Epoch 372/500
225/225 [==============================] - 0s 906us/step - loss: 0.3874 - accuracy: 0.8421
Epoch 373/500
225/225 [==============================] - 0s 868us/step - loss: 0.3872 - accuracy: 0.8425
Epoch 374/500
225/225 [==============================] - 0s 916us/step - loss: 0.3871 - accuracy: 0.8426
Epoch 375/500
225/225 [==============================] - 0s 968us/step - loss: 0.3869 - accuracy: 0.8413
Epoch 376/500
225/225 [==============================] - 0s 997us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 377/500
225/225 [==============================] - 0s 929us/step - loss: 0.3868 - accuracy: 0.8433
Epoch 378/500
225/225 [==============================] - 0s 930us/step - loss: 0.3872 - accuracy: 0.8428
Epoch 379/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3873 - accuracy: 0.8421
Epoch 380/500
225/225 [==============================] - 0s 890us/step - loss: 0.3871 - accuracy: 0.8422
Epoch 381/500
225/225 [==============================] - 0s 892us/step - loss: 0.3871 - accuracy: 0.8419
Epoch 382/500
225/225 [==============================] - 0s 888us/step - loss: 0.3866 - accuracy: 0.8421
Epoch 383/500
225/225 [==============================] - 0s 882us/step - loss: 0.3869 - accuracy: 0.8429
Epoch 384/500
225/225 [==============================] - 0s 988us/step - loss: 0.3869 - accuracy: 0.8421
Epoch 385/500
225/225 [==============================] - 0s 911us/step - loss: 0.3869 - accuracy: 0.8422
Epoch 386/500
225/225 [==============================] - 0s 865us/step - loss: 0.3869 - accuracy: 0.8415
Epoch 387/500
225/225 [==============================] - 0s 939us/step - loss: 0.3871 - accuracy: 0.8428
Epoch 388/500
225/225 [==============================] - 0s 940us/step - loss: 0.3870 - accuracy: 0.8414
Epoch 389/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3869 - accuracy: 0.8421
Epoch 390/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3869 - accuracy: 0.8425
Epoch 391/500
225/225 [==============================] - 0s 877us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 392/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8408
Epoch 393/500
225/225 [==============================] - 0s 969us/step - loss: 0.3870 - accuracy: 0.8419
Epoch 394/500
225/225 [==============================] - 0s 921us/step - loss: 0.3868 - accuracy: 0.8425
Epoch 395/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8418
Epoch 396/500
225/225 [==============================] - 0s 970us/step - loss: 0.3870 - accuracy: 0.8426
Epoch 397/500
225/225 [==============================] - 0s 913us/step - loss: 0.3872 - accuracy: 0.8414
Epoch 398/500
225/225 [==============================] - 0s 981us/step - loss: 0.3871 - accuracy: 0.8424
Epoch 399/500
225/225 [==============================] - 0s 916us/step - loss: 0.3871 - accuracy: 0.8411
Epoch 400/500
225/225 [==============================] - 0s 919us/step - loss: 0.3872 - accuracy: 0.8410
Epoch 401/500
225/225 [==============================] - 0s 933us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 402/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8415
Epoch 403/500
225/225 [==============================] - 0s 907us/step - loss: 0.3869 - accuracy: 0.8436
Epoch 404/500
225/225 [==============================] - 0s 952us/step - loss: 0.3866 - accuracy: 0.8425
Epoch 405/500
225/225 [==============================] - 0s 956us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 406/500
225/225 [==============================] - 0s 934us/step - loss: 0.3872 - accuracy: 0.8431
Epoch 407/500
225/225 [==============================] - 0s 960us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 408/500
225/225 [==============================] - 0s 923us/step - loss: 0.3870 - accuracy: 0.8413
Epoch 409/500
225/225 [==============================] - 0s 939us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 410/500
225/225 [==============================] - 0s 996us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 411/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3871 - accuracy: 0.8432
Epoch 412/500
225/225 [==============================] - 0s 957us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 413/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8421
Epoch 414/500
225/225 [==============================] - 0s 941us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 415/500
225/225 [==============================] - 0s 957us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 416/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8419
Epoch 417/500
225/225 [==============================] - 0s 891us/step - loss: 0.3872 - accuracy: 0.8413
Epoch 418/500
225/225 [==============================] - 0s 893us/step - loss: 0.3868 - accuracy: 0.8425
Epoch 419/500
225/225 [==============================] - 0s 903us/step - loss: 0.3867 - accuracy: 0.8432
Epoch 420/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3869 - accuracy: 0.8418
Epoch 421/500
225/225 [==============================] - 0s 953us/step - loss: 0.3870 - accuracy: 0.8419
Epoch 422/500
225/225 [==============================] - 0s 956us/step - loss: 0.3868 - accuracy: 0.8421
Epoch 423/500
225/225 [==============================] - 0s 963us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 424/500
225/225 [==============================] - 0s 958us/step - loss: 0.3871 - accuracy: 0.8436
Epoch 425/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3872 - accuracy: 0.8418
Epoch 426/500
225/225 [==============================] - 0s 969us/step - loss: 0.3866 - accuracy: 0.8425
Epoch 427/500
225/225 [==============================] - 0s 963us/step - loss: 0.3869 - accuracy: 0.8436
Epoch 428/500
225/225 [==============================] - 0s 973us/step - loss: 0.3869 - accuracy: 0.8422
Epoch 429/500
225/225 [==============================] - 0s 969us/step - loss: 0.3871 - accuracy: 0.8419
Epoch 430/500
225/225 [==============================] - 0s 986us/step - loss: 0.3869 - accuracy: 0.8426
Epoch 431/500
225/225 [==============================] - 0s 917us/step - loss: 0.3869 - accuracy: 0.8418
Epoch 432/500
225/225 [==============================] - 0s 904us/step - loss: 0.3868 - accuracy: 0.8435
Epoch 433/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8431
Epoch 434/500
225/225 [==============================] - 0s 929us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 435/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8421
Epoch 436/500
225/225 [==============================] - 0s 952us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 437/500
225/225 [==============================] - 0s 935us/step - loss: 0.3865 - accuracy: 0.8421
Epoch 438/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8429
Epoch 439/500
225/225 [==============================] - 0s 940us/step - loss: 0.3870 - accuracy: 0.8424
Epoch 440/500
225/225 [==============================] - 0s 881us/step - loss: 0.3868 - accuracy: 0.8429
Epoch 441/500
225/225 [==============================] - 0s 941us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 442/500
225/225 [==============================] - 0s 900us/step - loss: 0.3865 - accuracy: 0.8422
Epoch 443/500
225/225 [==============================] - 0s 862us/step - loss: 0.3870 - accuracy: 0.8426
Epoch 444/500
225/225 [==============================] - 0s 908us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 445/500
225/225 [==============================] - 0s 886us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 446/500
225/225 [==============================] - 0s 883us/step - loss: 0.3866 - accuracy: 0.8444
Epoch 447/500
225/225 [==============================] - 0s 883us/step - loss: 0.3866 - accuracy: 0.8428
Epoch 448/500
225/225 [==============================] - 0s 941us/step - loss: 0.3866 - accuracy: 0.8418
Epoch 449/500
225/225 [==============================] - 0s 927us/step - loss: 0.3863 - accuracy: 0.8436
Epoch 450/500
225/225 [==============================] - 0s 887us/step - loss: 0.3870 - accuracy: 0.8424
Epoch 451/500
225/225 [==============================] - 0s 897us/step - loss: 0.3863 - accuracy: 0.8424
Epoch 452/500
225/225 [==============================] - 0s 925us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 453/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8428
Epoch 454/500
225/225 [==============================] - 0s 880us/step - loss: 0.3869 - accuracy: 0.8407
Epoch 455/500
225/225 [==============================] - 0s 915us/step - loss: 0.3864 - accuracy: 0.8413
Epoch 456/500
225/225 [==============================] - 0s 927us/step - loss: 0.3869 - accuracy: 0.8421
Epoch 457/500
225/225 [==============================] - 0s 867us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 458/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8418
Epoch 459/500
225/225 [==============================] - 0s 954us/step - loss: 0.3865 - accuracy: 0.8422
Epoch 460/500
225/225 [==============================] - 0s 882us/step - loss: 0.3870 - accuracy: 0.8438
Epoch 461/500
225/225 [==============================] - 0s 955us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 462/500
225/225 [==============================] - 0s 950us/step - loss: 0.3867 - accuracy: 0.8424
Epoch 463/500
225/225 [==============================] - 0s 918us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 464/500
225/225 [==============================] - 0s 859us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 465/500
225/225 [==============================] - 0s 874us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 466/500
225/225 [==============================] - 0s 916us/step - loss: 0.3869 - accuracy: 0.8421
Epoch 467/500
225/225 [==============================] - 0s 984us/step - loss: 0.3868 - accuracy: 0.8422
Epoch 468/500
225/225 [==============================] - 0s 882us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 469/500
225/225 [==============================] - 0s 846us/step - loss: 0.3866 - accuracy: 0.8436
Epoch 470/500
225/225 [==============================] - 0s 864us/step - loss: 0.3865 - accuracy: 0.8428
Epoch 471/500
225/225 [==============================] - 0s 931us/step - loss: 0.3865 - accuracy: 0.8424
Epoch 472/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8415
Epoch 473/500
225/225 [==============================] - 0s 884us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 474/500
225/225 [==============================] - 0s 942us/step - loss: 0.3868 - accuracy: 0.8421
Epoch 475/500
225/225 [==============================] - 0s 941us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 476/500
225/225 [==============================] - 0s 888us/step - loss: 0.3866 - accuracy: 0.8444
Epoch 477/500
225/225 [==============================] - 0s 933us/step - loss: 0.3868 - accuracy: 0.8431
Epoch 478/500
225/225 [==============================] - 0s 873us/step - loss: 0.3868 - accuracy: 0.8422
Epoch 479/500
225/225 [==============================] - 0s 873us/step - loss: 0.3866 - accuracy: 0.8429
Epoch 480/500
225/225 [==============================] - 0s 890us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 481/500
225/225 [==============================] - 0s 863us/step - loss: 0.3868 - accuracy: 0.8432
Epoch 482/500
225/225 [==============================] - 0s 886us/step - loss: 0.3867 - accuracy: 0.8422
Epoch 483/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8426
Epoch 484/500
225/225 [==============================] - 0s 914us/step - loss: 0.3866 - accuracy: 0.8425
Epoch 485/500
225/225 [==============================] - 0s 870us/step - loss: 0.3867 - accuracy: 0.8425
Epoch 486/500
225/225 [==============================] - 0s 870us/step - loss: 0.3867 - accuracy: 0.8415
Epoch 487/500
225/225 [==============================] - 0s 972us/step - loss: 0.3864 - accuracy: 0.8414
Epoch 488/500
225/225 [==============================] - 0s 960us/step - loss: 0.3866 - accuracy: 0.8424
Epoch 489/500
225/225 [==============================] - 0s 917us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 490/500
225/225 [==============================] - 0s 934us/step - loss: 0.3865 - accuracy: 0.8418
Epoch 491/500
225/225 [==============================] - 0s 987us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 492/500
225/225 [==============================] - 0s 891us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 493/500
225/225 [==============================] - 0s 864us/step - loss: 0.3864 - accuracy: 0.8410
Epoch 494/500
225/225 [==============================] - 0s 863us/step - loss: 0.3862 - accuracy: 0.8419
Epoch 495/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8433
Epoch 496/500
225/225 [==============================] - 0s 937us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 497/500
225/225 [==============================] - 0s 907us/step - loss: 0.3866 - accuracy: 0.8426
Epoch 498/500
225/225 [==============================] - 0s 947us/step - loss: 0.3869 - accuracy: 0.8418
Epoch 499/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8414
Epoch 500/500
225/225 [==============================] - 0s 973us/step - loss: 0.3865 - accuracy: 0.8440
Epoch 1/500
225/225 [==============================] - 0s 899us/step - loss: 0.6168 - accuracy: 0.7967
Epoch 2/500
225/225 [==============================] - 0s 869us/step - loss: 0.4505 - accuracy: 0.7978
Epoch 3/500
225/225 [==============================] - 0s 889us/step - loss: 0.4350 - accuracy: 0.7978
Epoch 4/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4318 - accuracy: 0.7978
Epoch 5/500
225/225 [==============================] - 0s 931us/step - loss: 0.4302 - accuracy: 0.7978
Epoch 6/500
225/225 [==============================] - 0s 951us/step - loss: 0.4288 - accuracy: 0.7978
Epoch 7/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4286 - accuracy: 0.7978
Epoch 8/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7978
Epoch 9/500
225/225 [==============================] - 0s 924us/step - loss: 0.4269 - accuracy: 0.7978
Epoch 10/500
225/225 [==============================] - 0s 888us/step - loss: 0.4262 - accuracy: 0.7978
Epoch 11/500
225/225 [==============================] - 0s 871us/step - loss: 0.4253 - accuracy: 0.7978
Epoch 12/500
225/225 [==============================] - 0s 929us/step - loss: 0.4247 - accuracy: 0.7978
Epoch 13/500
225/225 [==============================] - 0s 949us/step - loss: 0.4232 - accuracy: 0.7978
Epoch 14/500
225/225 [==============================] - 0s 905us/step - loss: 0.4218 - accuracy: 0.8115
Epoch 15/500
225/225 [==============================] - 0s 858us/step - loss: 0.4206 - accuracy: 0.8182
Epoch 16/500
225/225 [==============================] - 0s 867us/step - loss: 0.4191 - accuracy: 0.8208
Epoch 17/500
225/225 [==============================] - 0s 926us/step - loss: 0.4178 - accuracy: 0.8218
Epoch 18/500
225/225 [==============================] - 0s 875us/step - loss: 0.4164 - accuracy: 0.8235
Epoch 19/500
225/225 [==============================] - 0s 855us/step - loss: 0.4153 - accuracy: 0.8253
Epoch 20/500
225/225 [==============================] - 0s 875us/step - loss: 0.4141 - accuracy: 0.8263
Epoch 21/500
225/225 [==============================] - 0s 870us/step - loss: 0.4132 - accuracy: 0.8294
Epoch 22/500
225/225 [==============================] - 0s 943us/step - loss: 0.4119 - accuracy: 0.8297
Epoch 23/500
225/225 [==============================] - 0s 900us/step - loss: 0.4115 - accuracy: 0.8310
Epoch 24/500
225/225 [==============================] - 0s 867us/step - loss: 0.4103 - accuracy: 0.8317
Epoch 25/500
225/225 [==============================] - 0s 879us/step - loss: 0.4094 - accuracy: 0.8328
Epoch 26/500
225/225 [==============================] - 0s 883us/step - loss: 0.4087 - accuracy: 0.8326
Epoch 27/500
225/225 [==============================] - 0s 921us/step - loss: 0.4080 - accuracy: 0.8328
Epoch 28/500
225/225 [==============================] - 0s 928us/step - loss: 0.4072 - accuracy: 0.8346
Epoch 29/500
225/225 [==============================] - 0s 891us/step - loss: 0.4070 - accuracy: 0.8340
Epoch 30/500
225/225 [==============================] - 0s 928us/step - loss: 0.4062 - accuracy: 0.8343
Epoch 31/500
225/225 [==============================] - 0s 877us/step - loss: 0.4059 - accuracy: 0.8344
Epoch 32/500
225/225 [==============================] - 0s 961us/step - loss: 0.4053 - accuracy: 0.8343
Epoch 33/500
225/225 [==============================] - 0s 894us/step - loss: 0.4049 - accuracy: 0.8340
Epoch 34/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4047 - accuracy: 0.8344
Epoch 35/500
225/225 [==============================] - 0s 934us/step - loss: 0.4044 - accuracy: 0.8351
Epoch 36/500
225/225 [==============================] - 0s 922us/step - loss: 0.4039 - accuracy: 0.8350
Epoch 37/500
225/225 [==============================] - 0s 918us/step - loss: 0.4040 - accuracy: 0.8364
Epoch 38/500
225/225 [==============================] - 0s 884us/step - loss: 0.4033 - accuracy: 0.8353
Epoch 39/500
225/225 [==============================] - 0s 869us/step - loss: 0.4031 - accuracy: 0.8363
Epoch 40/500
225/225 [==============================] - 0s 924us/step - loss: 0.4027 - accuracy: 0.8356
Epoch 41/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4025 - accuracy: 0.8360
Epoch 42/500
225/225 [==============================] - 0s 936us/step - loss: 0.4023 - accuracy: 0.8369
Epoch 43/500
225/225 [==============================] - 0s 878us/step - loss: 0.4020 - accuracy: 0.8354
Epoch 44/500
225/225 [==============================] - 0s 974us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 45/500
225/225 [==============================] - 0s 970us/step - loss: 0.4015 - accuracy: 0.8365
Epoch 46/500
225/225 [==============================] - 0s 925us/step - loss: 0.4013 - accuracy: 0.8351
Epoch 47/500
225/225 [==============================] - 0s 912us/step - loss: 0.4011 - accuracy: 0.8371
Epoch 48/500
225/225 [==============================] - 0s 939us/step - loss: 0.4009 - accuracy: 0.8369
Epoch 49/500
225/225 [==============================] - 0s 871us/step - loss: 0.4008 - accuracy: 0.8367
Epoch 50/500
225/225 [==============================] - 0s 958us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 51/500
225/225 [==============================] - 0s 1000us/step - loss: 0.4004 - accuracy: 0.8372
Epoch 52/500
225/225 [==============================] - 0s 952us/step - loss: 0.4003 - accuracy: 0.8372
Epoch 53/500
225/225 [==============================] - 0s 930us/step - loss: 0.4003 - accuracy: 0.8368
Epoch 54/500
225/225 [==============================] - 0s 939us/step - loss: 0.3999 - accuracy: 0.8374
Epoch 55/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3999 - accuracy: 0.8371
Epoch 56/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8372
Epoch 57/500
225/225 [==============================] - 0s 916us/step - loss: 0.3997 - accuracy: 0.8378
Epoch 58/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8375
Epoch 59/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8372
Epoch 60/500
225/225 [==============================] - 0s 933us/step - loss: 0.3990 - accuracy: 0.8371
Epoch 61/500
225/225 [==============================] - 0s 880us/step - loss: 0.3992 - accuracy: 0.8379
Epoch 62/500
225/225 [==============================] - 0s 886us/step - loss: 0.3991 - accuracy: 0.8376
Epoch 63/500
225/225 [==============================] - 0s 914us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 64/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8385
Epoch 65/500
225/225 [==============================] - 0s 941us/step - loss: 0.3986 - accuracy: 0.8375
Epoch 66/500
225/225 [==============================] - 0s 916us/step - loss: 0.3985 - accuracy: 0.8386
Epoch 67/500
225/225 [==============================] - 0s 924us/step - loss: 0.3982 - accuracy: 0.8382
Epoch 68/500
225/225 [==============================] - 0s 893us/step - loss: 0.3980 - accuracy: 0.8382
Epoch 69/500
225/225 [==============================] - 0s 908us/step - loss: 0.3979 - accuracy: 0.8379
Epoch 70/500
225/225 [==============================] - 0s 898us/step - loss: 0.3978 - accuracy: 0.8385
Epoch 71/500
225/225 [==============================] - 0s 918us/step - loss: 0.3975 - accuracy: 0.8385
Epoch 72/500
225/225 [==============================] - 0s 888us/step - loss: 0.3977 - accuracy: 0.8381
Epoch 73/500
225/225 [==============================] - 0s 888us/step - loss: 0.3976 - accuracy: 0.8381
Epoch 74/500
225/225 [==============================] - 0s 963us/step - loss: 0.3974 - accuracy: 0.8399
Epoch 75/500
225/225 [==============================] - 0s 969us/step - loss: 0.3974 - accuracy: 0.8382
Epoch 76/500
225/225 [==============================] - 0s 882us/step - loss: 0.3970 - accuracy: 0.8392
Epoch 77/500
225/225 [==============================] - 0s 991us/step - loss: 0.3972 - accuracy: 0.8389
Epoch 78/500
225/225 [==============================] - 0s 974us/step - loss: 0.3968 - accuracy: 0.8385
Epoch 79/500
225/225 [==============================] - 0s 922us/step - loss: 0.3970 - accuracy: 0.8390
Epoch 80/500
225/225 [==============================] - 0s 939us/step - loss: 0.3969 - accuracy: 0.8381
Epoch 81/500
225/225 [==============================] - 0s 928us/step - loss: 0.3965 - accuracy: 0.8393
Epoch 82/500
225/225 [==============================] - 0s 923us/step - loss: 0.3962 - accuracy: 0.8393
Epoch 83/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8386
Epoch 84/500
225/225 [==============================] - 0s 877us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 85/500
225/225 [==============================] - 0s 886us/step - loss: 0.3964 - accuracy: 0.8386
Epoch 86/500
225/225 [==============================] - 0s 884us/step - loss: 0.3964 - accuracy: 0.8381
Epoch 87/500
225/225 [==============================] - 0s 965us/step - loss: 0.3963 - accuracy: 0.8399
Epoch 88/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3961 - accuracy: 0.8389
Epoch 89/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8383
Epoch 90/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8394
Epoch 91/500
225/225 [==============================] - 0s 927us/step - loss: 0.3962 - accuracy: 0.8393
Epoch 92/500
225/225 [==============================] - 0s 890us/step - loss: 0.3959 - accuracy: 0.8388
Epoch 93/500
225/225 [==============================] - 0s 886us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 94/500
225/225 [==============================] - 0s 830us/step - loss: 0.3960 - accuracy: 0.8397
Epoch 95/500
225/225 [==============================] - 0s 919us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 96/500
225/225 [==============================] - 0s 935us/step - loss: 0.3955 - accuracy: 0.8396
Epoch 97/500
225/225 [==============================] - 0s 921us/step - loss: 0.3957 - accuracy: 0.8390
Epoch 98/500
225/225 [==============================] - 0s 919us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 99/500
225/225 [==============================] - 0s 919us/step - loss: 0.3957 - accuracy: 0.8396
Epoch 100/500
225/225 [==============================] - 0s 848us/step - loss: 0.3956 - accuracy: 0.8389
Epoch 101/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3955 - accuracy: 0.8383
Epoch 102/500
225/225 [==============================] - 0s 923us/step - loss: 0.3961 - accuracy: 0.8394
Epoch 103/500
225/225 [==============================] - 0s 886us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 104/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8389
Epoch 105/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3955 - accuracy: 0.8397
Epoch 106/500
225/225 [==============================] - 0s 941us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 107/500
225/225 [==============================] - 0s 881us/step - loss: 0.3954 - accuracy: 0.8397
Epoch 108/500
225/225 [==============================] - 0s 942us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 109/500
225/225 [==============================] - 0s 876us/step - loss: 0.3956 - accuracy: 0.8394
Epoch 110/500
225/225 [==============================] - 0s 974us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 111/500
225/225 [==============================] - 0s 922us/step - loss: 0.3954 - accuracy: 0.8394
Epoch 112/500
225/225 [==============================] - 0s 873us/step - loss: 0.3952 - accuracy: 0.8400
Epoch 113/500
225/225 [==============================] - 0s 875us/step - loss: 0.3952 - accuracy: 0.8396
Epoch 114/500
225/225 [==============================] - 0s 919us/step - loss: 0.3952 - accuracy: 0.8394
Epoch 115/500
225/225 [==============================] - 0s 967us/step - loss: 0.3954 - accuracy: 0.8394
Epoch 116/500
225/225 [==============================] - 0s 898us/step - loss: 0.3954 - accuracy: 0.8394
Epoch 117/500
225/225 [==============================] - 0s 938us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 118/500
225/225 [==============================] - 0s 930us/step - loss: 0.3951 - accuracy: 0.8401
Epoch 119/500
225/225 [==============================] - 0s 883us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 120/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8374
Epoch 121/500
225/225 [==============================] - 0s 901us/step - loss: 0.3953 - accuracy: 0.8411
Epoch 122/500
225/225 [==============================] - 0s 890us/step - loss: 0.3951 - accuracy: 0.8396
Epoch 123/500
225/225 [==============================] - 0s 928us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 124/500
225/225 [==============================] - 0s 968us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 125/500
225/225 [==============================] - 0s 940us/step - loss: 0.3951 - accuracy: 0.8396
Epoch 126/500
225/225 [==============================] - 0s 888us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 127/500
225/225 [==============================] - 0s 946us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 128/500
225/225 [==============================] - 0s 940us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 129/500
225/225 [==============================] - 0s 991us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 130/500
225/225 [==============================] - 0s 921us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 131/500
225/225 [==============================] - 0s 910us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 132/500
225/225 [==============================] - 0s 907us/step - loss: 0.3950 - accuracy: 0.8390
Epoch 133/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8393
Epoch 134/500
225/225 [==============================] - 0s 920us/step - loss: 0.3951 - accuracy: 0.8397
Epoch 135/500
225/225 [==============================] - 0s 935us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 136/500
225/225 [==============================] - 0s 937us/step - loss: 0.3947 - accuracy: 0.8385
Epoch 137/500
225/225 [==============================] - 0s 950us/step - loss: 0.3948 - accuracy: 0.8397
Epoch 138/500
225/225 [==============================] - 0s 936us/step - loss: 0.3947 - accuracy: 0.8385
Epoch 139/500
225/225 [==============================] - 0s 886us/step - loss: 0.3950 - accuracy: 0.8404
Epoch 140/500
225/225 [==============================] - 0s 920us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 141/500
225/225 [==============================] - 0s 945us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 142/500
225/225 [==============================] - 0s 911us/step - loss: 0.3944 - accuracy: 0.8375
Epoch 143/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8390
Epoch 144/500
225/225 [==============================] - 0s 962us/step - loss: 0.3949 - accuracy: 0.8401
Epoch 145/500
225/225 [==============================] - 0s 873us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 146/500
225/225 [==============================] - 0s 974us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 147/500
225/225 [==============================] - 0s 892us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 148/500
225/225 [==============================] - 0s 923us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 149/500
225/225 [==============================] - 0s 933us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 150/500
225/225 [==============================] - 0s 870us/step - loss: 0.3947 - accuracy: 0.8389
Epoch 151/500
225/225 [==============================] - 0s 910us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 152/500
225/225 [==============================] - 0s 966us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 153/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3946 - accuracy: 0.8396
Epoch 154/500
225/225 [==============================] - 0s 785us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 155/500
225/225 [==============================] - 0s 816us/step - loss: 0.3946 - accuracy: 0.8396
Epoch 156/500
225/225 [==============================] - 0s 942us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 157/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8404
Epoch 158/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8389
Epoch 159/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8374
Epoch 160/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8388
Epoch 161/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8382
Epoch 162/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8379
Epoch 163/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8386
Epoch 164/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8378
Epoch 165/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8392
Epoch 166/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8382
Epoch 167/500
225/225 [==============================] - 0s 976us/step - loss: 0.3945 - accuracy: 0.8392
Epoch 168/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8374
Epoch 169/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3939 - accuracy: 0.8375
Epoch 170/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8401
Epoch 171/500
225/225 [==============================] - 0s 951us/step - loss: 0.3943 - accuracy: 0.8403
Epoch 172/500
225/225 [==============================] - 0s 973us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 173/500
225/225 [==============================] - 0s 981us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 174/500
225/225 [==============================] - 0s 932us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 175/500
225/225 [==============================] - 0s 977us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 176/500
225/225 [==============================] - 0s 977us/step - loss: 0.3943 - accuracy: 0.8382
Epoch 177/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3942 - accuracy: 0.8400
Epoch 178/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8376
Epoch 179/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8389
Epoch 180/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8385
Epoch 181/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8381
Epoch 182/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3942 - accuracy: 0.8396
Epoch 183/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8363
Epoch 184/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8381
Epoch 185/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8392: 0s - loss: 0.3951 - accuracy: 0.83
Epoch 186/500
225/225 [==============================] - 0s 939us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 187/500
225/225 [==============================] - 0s 856us/step - loss: 0.3940 - accuracy: 0.8383
Epoch 188/500
225/225 [==============================] - 0s 979us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 189/500
225/225 [==============================] - 0s 918us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 190/500
225/225 [==============================] - 0s 896us/step - loss: 0.3941 - accuracy: 0.8378
Epoch 191/500
225/225 [==============================] - 0s 874us/step - loss: 0.3941 - accuracy: 0.8401
Epoch 192/500
225/225 [==============================] - 0s 870us/step - loss: 0.3942 - accuracy: 0.8399
Epoch 193/500
225/225 [==============================] - 0s 909us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 194/500
225/225 [==============================] - 0s 896us/step - loss: 0.3941 - accuracy: 0.8400
Epoch 195/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8378
Epoch 196/500
225/225 [==============================] - 0s 888us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 197/500
225/225 [==============================] - 0s 876us/step - loss: 0.3942 - accuracy: 0.8403
Epoch 198/500
225/225 [==============================] - 0s 924us/step - loss: 0.3941 - accuracy: 0.8392
Epoch 199/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3939 - accuracy: 0.8388
Epoch 200/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8381
Epoch 201/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3939 - accuracy: 0.8388
Epoch 202/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8367
Epoch 203/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3938 - accuracy: 0.8393
Epoch 204/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3939 - accuracy: 0.8369
Epoch 205/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8379
Epoch 206/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8390
Epoch 207/500
225/225 [==============================] - 0s 975us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 208/500
225/225 [==============================] - 0s 950us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 209/500
225/225 [==============================] - 0s 875us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 210/500
225/225 [==============================] - 0s 914us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 211/500
225/225 [==============================] - 0s 957us/step - loss: 0.3941 - accuracy: 0.8385
Epoch 212/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3940 - accuracy: 0.8378
Epoch 213/500
225/225 [==============================] - 0s 957us/step - loss: 0.3943 - accuracy: 0.8385
Epoch 214/500
225/225 [==============================] - 0s 870us/step - loss: 0.3941 - accuracy: 0.8397
Epoch 215/500
225/225 [==============================] - 0s 945us/step - loss: 0.3941 - accuracy: 0.8378
Epoch 216/500
225/225 [==============================] - 0s 891us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 217/500
225/225 [==============================] - 0s 872us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 218/500
225/225 [==============================] - 0s 854us/step - loss: 0.3939 - accuracy: 0.8390
Epoch 219/500
225/225 [==============================] - 0s 934us/step - loss: 0.3939 - accuracy: 0.8386
Epoch 220/500
225/225 [==============================] - 0s 887us/step - loss: 0.3937 - accuracy: 0.8399
Epoch 221/500
225/225 [==============================] - 0s 882us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 222/500
225/225 [==============================] - 0s 890us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 223/500
225/225 [==============================] - 0s 878us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 224/500
225/225 [==============================] - 0s 896us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 225/500
225/225 [==============================] - 0s 956us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 226/500
225/225 [==============================] - 0s 973us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 227/500
225/225 [==============================] - 0s 914us/step - loss: 0.3939 - accuracy: 0.8364
Epoch 228/500
225/225 [==============================] - 0s 881us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 229/500
225/225 [==============================] - 0s 975us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 230/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8386
Epoch 231/500
225/225 [==============================] - 0s 889us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 232/500
225/225 [==============================] - 0s 942us/step - loss: 0.3938 - accuracy: 0.8399
Epoch 233/500
225/225 [==============================] - 0s 892us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 234/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8383
Epoch 235/500
225/225 [==============================] - 0s 917us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 236/500
225/225 [==============================] - 0s 939us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 237/500
225/225 [==============================] - 0s 965us/step - loss: 0.3937 - accuracy: 0.8393
Epoch 238/500
225/225 [==============================] - 0s 938us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 239/500
225/225 [==============================] - 0s 948us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 240/500
225/225 [==============================] - 0s 969us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 241/500
225/225 [==============================] - 0s 937us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 242/500
225/225 [==============================] - 0s 964us/step - loss: 0.3936 - accuracy: 0.8379
Epoch 243/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3935 - accuracy: 0.8400
Epoch 244/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8392
Epoch 245/500
225/225 [==============================] - 0s 991us/step - loss: 0.3935 - accuracy: 0.8401
Epoch 246/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8381
Epoch 247/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3935 - accuracy: 0.8375
Epoch 248/500
225/225 [==============================] - 0s 959us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 249/500
225/225 [==============================] - 0s 971us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 250/500
225/225 [==============================] - 0s 964us/step - loss: 0.3935 - accuracy: 0.8394
Epoch 251/500
225/225 [==============================] - 0s 990us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 252/500
225/225 [==============================] - 0s 965us/step - loss: 0.3937 - accuracy: 0.8392
Epoch 253/500
225/225 [==============================] - 0s 936us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 254/500
225/225 [==============================] - 0s 959us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 255/500
225/225 [==============================] - 0s 944us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 256/500
225/225 [==============================] - 0s 926us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 257/500
225/225 [==============================] - 0s 983us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 258/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8415
Epoch 259/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3937 - accuracy: 0.8388
Epoch 260/500
225/225 [==============================] - 0s 868us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 261/500
225/225 [==============================] - 0s 941us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 262/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8406
Epoch 263/500
225/225 [==============================] - 0s 965us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 264/500
225/225 [==============================] - 0s 934us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 265/500
225/225 [==============================] - 0s 970us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 266/500
225/225 [==============================] - 0s 935us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 267/500
225/225 [==============================] - 0s 898us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 268/500
225/225 [==============================] - 0s 877us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 269/500
225/225 [==============================] - 0s 972us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 270/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3937 - accuracy: 0.8397
Epoch 271/500
225/225 [==============================] - 0s 908us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 272/500
225/225 [==============================] - 0s 879us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 273/500
225/225 [==============================] - ETA: 0s - loss: 0.3987 - accuracy: 0.83 - 0s 883us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 274/500
225/225 [==============================] - 0s 881us/step - loss: 0.3938 - accuracy: 0.8406
Epoch 275/500
225/225 [==============================] - 0s 972us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 276/500
225/225 [==============================] - 0s 976us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 277/500
225/225 [==============================] - 0s 912us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 278/500
225/225 [==============================] - 0s 914us/step - loss: 0.3935 - accuracy: 0.8401
Epoch 279/500
225/225 [==============================] - 0s 912us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 280/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3934 - accuracy: 0.8401
Epoch 281/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8397
Epoch 282/500
225/225 [==============================] - 0s 958us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 283/500
225/225 [==============================] - 0s 895us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 284/500
225/225 [==============================] - 0s 932us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 285/500
225/225 [==============================] - 0s 940us/step - loss: 0.3935 - accuracy: 0.8401
Epoch 286/500
225/225 [==============================] - 0s 923us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 287/500
225/225 [==============================] - 0s 899us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 288/500
225/225 [==============================] - 0s 941us/step - loss: 0.3935 - accuracy: 0.8400
Epoch 289/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8375
Epoch 290/500
225/225 [==============================] - 0s 888us/step - loss: 0.3935 - accuracy: 0.8403
Epoch 291/500
225/225 [==============================] - 0s 921us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 292/500
225/225 [==============================] - 0s 896us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 293/500
225/225 [==============================] - 0s 963us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 294/500
225/225 [==============================] - 0s 967us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 295/500
225/225 [==============================] - 0s 908us/step - loss: 0.3934 - accuracy: 0.8403
Epoch 296/500
225/225 [==============================] - 0s 942us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 297/500
225/225 [==============================] - 0s 963us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 298/500
225/225 [==============================] - 0s 907us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 299/500
225/225 [==============================] - 0s 909us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 300/500
225/225 [==============================] - 0s 877us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 301/500
225/225 [==============================] - 0s 957us/step - loss: 0.3931 - accuracy: 0.8392
Epoch 302/500
225/225 [==============================] - 0s 936us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 303/500
225/225 [==============================] - 0s 929us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 304/500
225/225 [==============================] - 0s 950us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 305/500
225/225 [==============================] - 0s 890us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 306/500
225/225 [==============================] - 0s 891us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 307/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8399
Epoch 308/500
225/225 [==============================] - 0s 901us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 309/500
225/225 [==============================] - 0s 985us/step - loss: 0.3934 - accuracy: 0.83880s - loss: 0.4050 - accuracy
Epoch 310/500
225/225 [==============================] - 0s 936us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 311/500
225/225 [==============================] - 0s 964us/step - loss: 0.3934 - accuracy: 0.8404
Epoch 312/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8397
Epoch 313/500
225/225 [==============================] - 0s 922us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 314/500
225/225 [==============================] - 0s 929us/step - loss: 0.3935 - accuracy: 0.8399
Epoch 315/500
225/225 [==============================] - 0s 915us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 316/500
225/225 [==============================] - 0s 981us/step - loss: 0.3934 - accuracy: 0.8396
Epoch 317/500
225/225 [==============================] - 0s 980us/step - loss: 0.3934 - accuracy: 0.8400
Epoch 318/500
225/225 [==============================] - 0s 953us/step - loss: 0.3933 - accuracy: 0.8403
Epoch 319/500
225/225 [==============================] - 0s 963us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 320/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8394
Epoch 321/500
225/225 [==============================] - 0s 942us/step - loss: 0.3935 - accuracy: 0.8401
Epoch 322/500
225/225 [==============================] - 0s 999us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 323/500
225/225 [==============================] - 0s 891us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 324/500
225/225 [==============================] - 0s 965us/step - loss: 0.3934 - accuracy: 0.84010s - loss: 0.3976 - accuracy: 0.
Epoch 325/500
225/225 [==============================] - 0s 999us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 326/500
225/225 [==============================] - 0s 946us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 327/500
225/225 [==============================] - 0s 879us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 328/500
225/225 [==============================] - 0s 930us/step - loss: 0.3929 - accuracy: 0.8403
Epoch 329/500
225/225 [==============================] - 0s 888us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 330/500
225/225 [==============================] - 0s 956us/step - loss: 0.3936 - accuracy: 0.8399
Epoch 331/500
225/225 [==============================] - 0s 918us/step - loss: 0.3933 - accuracy: 0.8401
Epoch 332/500
225/225 [==============================] - 0s 873us/step - loss: 0.3934 - accuracy: 0.8400
Epoch 333/500
225/225 [==============================] - 0s 919us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 334/500
225/225 [==============================] - 0s 934us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 335/500
225/225 [==============================] - 0s 988us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 336/500
225/225 [==============================] - 0s 912us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 337/500
225/225 [==============================] - 0s 920us/step - loss: 0.3933 - accuracy: 0.8407
Epoch 338/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8401
Epoch 339/500
225/225 [==============================] - 0s 914us/step - loss: 0.3931 - accuracy: 0.8390
Epoch 340/500
225/225 [==============================] - 0s 877us/step - loss: 0.3933 - accuracy: 0.8397
Epoch 341/500
225/225 [==============================] - 0s 945us/step - loss: 0.3935 - accuracy: 0.8401
Epoch 342/500
225/225 [==============================] - 0s 866us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 343/500
225/225 [==============================] - 0s 960us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 344/500
225/225 [==============================] - 0s 903us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 345/500
225/225 [==============================] - 0s 909us/step - loss: 0.3935 - accuracy: 0.8400
Epoch 346/500
225/225 [==============================] - 0s 857us/step - loss: 0.3933 - accuracy: 0.8410
Epoch 347/500
225/225 [==============================] - 0s 876us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 348/500
225/225 [==============================] - 0s 945us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 349/500
225/225 [==============================] - 0s 960us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 350/500
225/225 [==============================] - 0s 919us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 351/500
225/225 [==============================] - 0s 934us/step - loss: 0.3932 - accuracy: 0.8401
Epoch 352/500
225/225 [==============================] - 0s 895us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 353/500
225/225 [==============================] - 0s 890us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 354/500
225/225 [==============================] - 0s 967us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 355/500
225/225 [==============================] - 0s 927us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 356/500
225/225 [==============================] - 0s 902us/step - loss: 0.3933 - accuracy: 0.8397
Epoch 357/500
225/225 [==============================] - 0s 934us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 358/500
225/225 [==============================] - 0s 899us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 359/500
225/225 [==============================] - 0s 941us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 360/500
225/225 [==============================] - 0s 861us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 361/500
225/225 [==============================] - 0s 971us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 362/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8382
Epoch 363/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8397
Epoch 364/500
225/225 [==============================] - 0s 941us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 365/500
225/225 [==============================] - 0s 869us/step - loss: 0.3935 - accuracy: 0.8403
Epoch 366/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3931 - accuracy: 0.8400
Epoch 367/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8397
Epoch 368/500
225/225 [==============================] - 0s 963us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 369/500
225/225 [==============================] - 0s 919us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 370/500
225/225 [==============================] - 0s 857us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 371/500
225/225 [==============================] - 0s 938us/step - loss: 0.3934 - accuracy: 0.8403
Epoch 372/500
225/225 [==============================] - 0s 867us/step - loss: 0.3929 - accuracy: 0.8400
Epoch 373/500
225/225 [==============================] - 0s 872us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 374/500
225/225 [==============================] - 0s 863us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 375/500
225/225 [==============================] - 0s 854us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 376/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8392
Epoch 377/500
225/225 [==============================] - 0s 886us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 378/500
225/225 [==============================] - 0s 912us/step - loss: 0.3936 - accuracy: 0.8399
Epoch 379/500
225/225 [==============================] - 0s 941us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 380/500
225/225 [==============================] - 0s 910us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 381/500
225/225 [==============================] - 0s 985us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 382/500
225/225 [==============================] - 0s 898us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 383/500
225/225 [==============================] - 0s 875us/step - loss: 0.3930 - accuracy: 0.8394
Epoch 384/500
225/225 [==============================] - 0s 873us/step - loss: 0.3932 - accuracy: 0.8400
Epoch 385/500
225/225 [==============================] - 0s 988us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 386/500
225/225 [==============================] - 0s 921us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 387/500
225/225 [==============================] - 0s 935us/step - loss: 0.3930 - accuracy: 0.8392
Epoch 388/500
225/225 [==============================] - 0s 884us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 389/500
225/225 [==============================] - 0s 946us/step - loss: 0.3931 - accuracy: 0.8396
Epoch 390/500
225/225 [==============================] - 0s 930us/step - loss: 0.3931 - accuracy: 0.8399
Epoch 391/500
225/225 [==============================] - 0s 896us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 392/500
225/225 [==============================] - 0s 945us/step - loss: 0.3931 - accuracy: 0.8411
Epoch 393/500
225/225 [==============================] - 0s 880us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 394/500
225/225 [==============================] - 0s 963us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 395/500
225/225 [==============================] - 0s 981us/step - loss: 0.3931 - accuracy: 0.8392
Epoch 396/500
225/225 [==============================] - 0s 903us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 397/500
225/225 [==============================] - 0s 939us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 398/500
225/225 [==============================] - 0s 872us/step - loss: 0.3930 - accuracy: 0.8408
Epoch 399/500
225/225 [==============================] - 0s 900us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 400/500
225/225 [==============================] - 0s 975us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 401/500
225/225 [==============================] - 0s 929us/step - loss: 0.3933 - accuracy: 0.8397
Epoch 402/500
225/225 [==============================] - 0s 905us/step - loss: 0.3931 - accuracy: 0.8399
Epoch 403/500
225/225 [==============================] - 0s 882us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 404/500
225/225 [==============================] - 0s 905us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 405/500
225/225 [==============================] - 0s 881us/step - loss: 0.3930 - accuracy: 0.8396
Epoch 406/500
225/225 [==============================] - 0s 873us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 407/500
225/225 [==============================] - 0s 878us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 408/500
225/225 [==============================] - 0s 876us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 409/500
225/225 [==============================] - 0s 900us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 410/500
225/225 [==============================] - 0s 891us/step - loss: 0.3929 - accuracy: 0.8406
Epoch 411/500
225/225 [==============================] - 0s 851us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 412/500
225/225 [==============================] - 0s 891us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 413/500
225/225 [==============================] - 0s 870us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 414/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8386
Epoch 415/500
225/225 [==============================] - 0s 982us/step - loss: 0.3930 - accuracy: 0.8392
Epoch 416/500
225/225 [==============================] - 0s 946us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 417/500
225/225 [==============================] - 0s 926us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 418/500
225/225 [==============================] - 0s 840us/step - loss: 0.3931 - accuracy: 0.8407
Epoch 419/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8388
Epoch 420/500
225/225 [==============================] - 0s 947us/step - loss: 0.3929 - accuracy: 0.8393
Epoch 421/500
225/225 [==============================] - 0s 907us/step - loss: 0.3933 - accuracy: 0.8397
Epoch 422/500
225/225 [==============================] - 0s 890us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 423/500
225/225 [==============================] - 0s 867us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 424/500
225/225 [==============================] - 0s 891us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 425/500
225/225 [==============================] - 0s 891us/step - loss: 0.3931 - accuracy: 0.8396
Epoch 426/500
225/225 [==============================] - 0s 881us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 427/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8390
Epoch 428/500
225/225 [==============================] - 0s 885us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 429/500
225/225 [==============================] - 0s 937us/step - loss: 0.3932 - accuracy: 0.83740s - loss: 0.3833 - accuracy:
Epoch 430/500
225/225 [==============================] - 0s 870us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 431/500
225/225 [==============================] - 0s 869us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 432/500
225/225 [==============================] - 0s 913us/step - loss: 0.3932 - accuracy: 0.8404
Epoch 433/500
225/225 [==============================] - 0s 937us/step - loss: 0.3935 - accuracy: 0.8415
Epoch 434/500
225/225 [==============================] - 0s 928us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 435/500
225/225 [==============================] - 0s 908us/step - loss: 0.3931 - accuracy: 0.8399
Epoch 436/500
225/225 [==============================] - 0s 850us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 437/500
225/225 [==============================] - 0s 910us/step - loss: 0.3928 - accuracy: 0.8399
Epoch 438/500
225/225 [==============================] - 0s 988us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 439/500
225/225 [==============================] - 0s 887us/step - loss: 0.3930 - accuracy: 0.8404
Epoch 440/500
225/225 [==============================] - 0s 888us/step - loss: 0.3932 - accuracy: 0.83920s - loss: 0.3946 - accuracy: 0.83
Epoch 441/500
225/225 [==============================] - 0s 955us/step - loss: 0.3931 - accuracy: 0.8404
Epoch 442/500
225/225 [==============================] - 0s 897us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 443/500
225/225 [==============================] - 0s 959us/step - loss: 0.3929 - accuracy: 0.8401
Epoch 444/500
225/225 [==============================] - 0s 935us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 445/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8414
Epoch 446/500
225/225 [==============================] - 0s 950us/step - loss: 0.3931 - accuracy: 0.8399
Epoch 447/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8403
Epoch 448/500
225/225 [==============================] - 0s 931us/step - loss: 0.3930 - accuracy: 0.8394
Epoch 449/500
225/225 [==============================] - 0s 858us/step - loss: 0.3932 - accuracy: 0.8401
Epoch 450/500
225/225 [==============================] - 0s 856us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 451/500
225/225 [==============================] - 0s 917us/step - loss: 0.3931 - accuracy: 0.8403
Epoch 452/500
225/225 [==============================] - 0s 951us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 453/500
225/225 [==============================] - 0s 896us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 454/500
225/225 [==============================] - 0s 858us/step - loss: 0.3933 - accuracy: 0.8400
Epoch 455/500
225/225 [==============================] - 0s 927us/step - loss: 0.3929 - accuracy: 0.8403
Epoch 456/500
225/225 [==============================] - 0s 930us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 457/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8397
Epoch 458/500
225/225 [==============================] - 0s 950us/step - loss: 0.3931 - accuracy: 0.8390
Epoch 459/500
225/225 [==============================] - 0s 863us/step - loss: 0.3927 - accuracy: 0.8385
Epoch 460/500
225/225 [==============================] - 0s 943us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 461/500
225/225 [==============================] - 0s 921us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 462/500
225/225 [==============================] - 0s 928us/step - loss: 0.3930 - accuracy: 0.8415
Epoch 463/500
225/225 [==============================] - 0s 1000us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 464/500
225/225 [==============================] - 0s 899us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 465/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8406: 0s - loss: 0.3827 - accuracy
Epoch 466/500
225/225 [==============================] - 0s 978us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 467/500
225/225 [==============================] - 0s 979us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 468/500
225/225 [==============================] - 0s 941us/step - loss: 0.3933 - accuracy: 0.8400
Epoch 469/500
225/225 [==============================] - 0s 912us/step - loss: 0.3931 - accuracy: 0.8399
Epoch 470/500
225/225 [==============================] - 0s 929us/step - loss: 0.3930 - accuracy: 0.8410
Epoch 471/500
225/225 [==============================] - 0s 940us/step - loss: 0.3930 - accuracy: 0.8417
Epoch 472/500
225/225 [==============================] - 0s 893us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 473/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8388: 0s - loss: 0.3863 - accuracy
Epoch 474/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8389
Epoch 475/500
225/225 [==============================] - 0s 960us/step - loss: 0.3930 - accuracy: 0.8407
Epoch 476/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3928 - accuracy: 0.8399
Epoch 477/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8397
Epoch 478/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3929 - accuracy: 0.8390
Epoch 479/500
225/225 [==============================] - 0s 990us/step - loss: 0.3934 - accuracy: 0.8396
Epoch 480/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8396
Epoch 481/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8400
Epoch 482/500
225/225 [==============================] - 0s 937us/step - loss: 0.3928 - accuracy: 0.8394
Epoch 483/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8396
Epoch 484/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8406
Epoch 485/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8379
Epoch 486/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8400
Epoch 487/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8390
Epoch 488/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3929 - accuracy: 0.8399
Epoch 489/500
225/225 [==============================] - 0s 961us/step - loss: 0.3933 - accuracy: 0.8401
Epoch 490/500
225/225 [==============================] - 0s 876us/step - loss: 0.3929 - accuracy: 0.8389
Epoch 491/500
225/225 [==============================] - 0s 887us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 492/500
225/225 [==============================] - 0s 960us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 493/500
225/225 [==============================] - 0s 902us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 494/500
225/225 [==============================] - 0s 856us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 495/500
225/225 [==============================] - 0s 835us/step - loss: 0.3933 - accuracy: 0.8401
Epoch 496/500
225/225 [==============================] - 0s 934us/step - loss: 0.3931 - accuracy: 0.8396
Epoch 497/500
225/225 [==============================] - 0s 901us/step - loss: 0.3931 - accuracy: 0.8403
Epoch 498/500
225/225 [==============================] - 0s 940us/step - loss: 0.3933 - accuracy: 0.8401
Epoch 499/500
225/225 [==============================] - 0s 880us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 500/500
225/225 [==============================] - 0s 911us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 1/500
225/225 [==============================] - 0s 932us/step - loss: 0.5974 - accuracy: 0.7940
Epoch 2/500
225/225 [==============================] - 0s 860us/step - loss: 0.4486 - accuracy: 0.7940
Epoch 3/500
225/225 [==============================] - 0s 902us/step - loss: 0.4393 - accuracy: 0.7940
Epoch 4/500
225/225 [==============================] - 0s 904us/step - loss: 0.4364 - accuracy: 0.7940
Epoch 5/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4351 - accuracy: 0.7940
Epoch 6/500
225/225 [==============================] - 0s 997us/step - loss: 0.4338 - accuracy: 0.7940
Epoch 7/500
225/225 [==============================] - 0s 926us/step - loss: 0.4323 - accuracy: 0.7940
Epoch 8/500
225/225 [==============================] - 0s 873us/step - loss: 0.4302 - accuracy: 0.7940
Epoch 9/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4282 - accuracy: 0.7940
Epoch 10/500
225/225 [==============================] - 0s 946us/step - loss: 0.4262 - accuracy: 0.8085
Epoch 11/500
225/225 [==============================] - 0s 903us/step - loss: 0.4244 - accuracy: 0.8158
Epoch 12/500
225/225 [==============================] - 0s 864us/step - loss: 0.4233 - accuracy: 0.8182
Epoch 13/500
225/225 [==============================] - ETA: 0s - loss: 0.4230 - accuracy: 0.82 - 0s 894us/step - loss: 0.4224 - accuracy: 0.8206
Epoch 14/500
225/225 [==============================] - 0s 974us/step - loss: 0.4211 - accuracy: 0.8249
Epoch 15/500
225/225 [==============================] - 0s 940us/step - loss: 0.4201 - accuracy: 0.8275
Epoch 16/500
225/225 [==============================] - 0s 923us/step - loss: 0.4191 - accuracy: 0.8283
Epoch 17/500
225/225 [==============================] - 0s 852us/step - loss: 0.4183 - accuracy: 0.8290
Epoch 18/500
225/225 [==============================] - 0s 854us/step - loss: 0.4174 - accuracy: 0.8293
Epoch 19/500
225/225 [==============================] - 0s 977us/step - loss: 0.4164 - accuracy: 0.8306
Epoch 20/500
225/225 [==============================] - 0s 926us/step - loss: 0.4159 - accuracy: 0.8318
Epoch 21/500
225/225 [==============================] - 0s 923us/step - loss: 0.4149 - accuracy: 0.8318
Epoch 22/500
225/225 [==============================] - 0s 908us/step - loss: 0.4142 - accuracy: 0.8319
Epoch 23/500
225/225 [==============================] - 0s 854us/step - loss: 0.4130 - accuracy: 0.8321
Epoch 24/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4125 - accuracy: 0.8331
Epoch 25/500
225/225 [==============================] - 0s 964us/step - loss: 0.4118 - accuracy: 0.8321
Epoch 26/500
225/225 [==============================] - 0s 876us/step - loss: 0.4110 - accuracy: 0.8339
Epoch 27/500
225/225 [==============================] - 0s 848us/step - loss: 0.4104 - accuracy: 0.8336
Epoch 28/500
225/225 [==============================] - 0s 961us/step - loss: 0.4098 - accuracy: 0.8331
Epoch 29/500
225/225 [==============================] - 0s 901us/step - loss: 0.4094 - accuracy: 0.8342
Epoch 30/500
225/225 [==============================] - 0s 890us/step - loss: 0.4090 - accuracy: 0.8335
Epoch 31/500
225/225 [==============================] - 0s 908us/step - loss: 0.4084 - accuracy: 0.8339
Epoch 32/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4081 - accuracy: 0.8349
Epoch 33/500
225/225 [==============================] - 0s 924us/step - loss: 0.4078 - accuracy: 0.8346
Epoch 34/500
225/225 [==============================] - 0s 949us/step - loss: 0.4073 - accuracy: 0.8335
Epoch 35/500
225/225 [==============================] - 0s 925us/step - loss: 0.4072 - accuracy: 0.8336
Epoch 36/500
225/225 [==============================] - 0s 934us/step - loss: 0.4069 - accuracy: 0.8340
Epoch 37/500
225/225 [==============================] - 0s 965us/step - loss: 0.4065 - accuracy: 0.8344
Epoch 38/500
225/225 [==============================] - 0s 938us/step - loss: 0.4067 - accuracy: 0.8329
Epoch 39/500
225/225 [==============================] - 0s 876us/step - loss: 0.4059 - accuracy: 0.8347
Epoch 40/500
225/225 [==============================] - 0s 916us/step - loss: 0.4058 - accuracy: 0.8342
Epoch 41/500
225/225 [==============================] - 0s 928us/step - loss: 0.4060 - accuracy: 0.8340
Epoch 42/500
225/225 [==============================] - 0s 993us/step - loss: 0.4055 - accuracy: 0.8339
Epoch 43/500
225/225 [==============================] - 0s 912us/step - loss: 0.4054 - accuracy: 0.8346
Epoch 44/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4054 - accuracy: 0.8350
Epoch 45/500
225/225 [==============================] - 0s 903us/step - loss: 0.4051 - accuracy: 0.8336
Epoch 46/500
225/225 [==============================] - 0s 940us/step - loss: 0.4050 - accuracy: 0.8343
Epoch 47/500
225/225 [==============================] - 0s 984us/step - loss: 0.4048 - accuracy: 0.8346
Epoch 48/500
225/225 [==============================] - 0s 926us/step - loss: 0.4047 - accuracy: 0.8336
Epoch 49/500
225/225 [==============================] - 0s 906us/step - loss: 0.4044 - accuracy: 0.8346
Epoch 50/500
225/225 [==============================] - 0s 869us/step - loss: 0.4044 - accuracy: 0.8351
Epoch 51/500
225/225 [==============================] - 0s 959us/step - loss: 0.4044 - accuracy: 0.8344
Epoch 52/500
225/225 [==============================] - 0s 987us/step - loss: 0.4041 - accuracy: 0.8349
Epoch 53/500
225/225 [==============================] - 0s 940us/step - loss: 0.4039 - accuracy: 0.8344
Epoch 54/500
225/225 [==============================] - 0s 907us/step - loss: 0.4036 - accuracy: 0.8361
Epoch 55/500
225/225 [==============================] - 0s 867us/step - loss: 0.4037 - accuracy: 0.8339
Epoch 56/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4034 - accuracy: 0.8336
Epoch 57/500
225/225 [==============================] - 0s 941us/step - loss: 0.4031 - accuracy: 0.8349
Epoch 58/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4031 - accuracy: 0.8354
Epoch 59/500
225/225 [==============================] - 0s 933us/step - loss: 0.4034 - accuracy: 0.8353
Epoch 60/500
225/225 [==============================] - 0s 928us/step - loss: 0.4030 - accuracy: 0.8353
Epoch 61/500
225/225 [==============================] - 0s 949us/step - loss: 0.4029 - accuracy: 0.8342
Epoch 62/500
225/225 [==============================] - 0s 864us/step - loss: 0.4028 - accuracy: 0.8335
Epoch 63/500
225/225 [==============================] - 0s 908us/step - loss: 0.4028 - accuracy: 0.8333
Epoch 64/500
225/225 [==============================] - 0s 884us/step - loss: 0.4028 - accuracy: 0.8354
Epoch 65/500
225/225 [==============================] - 0s 915us/step - loss: 0.4026 - accuracy: 0.8347
Epoch 66/500
225/225 [==============================] - 0s 879us/step - loss: 0.4025 - accuracy: 0.8346
Epoch 67/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4022 - accuracy: 0.8349
Epoch 68/500
225/225 [==============================] - 0s 927us/step - loss: 0.4019 - accuracy: 0.8339
Epoch 69/500
225/225 [==============================] - 0s 917us/step - loss: 0.4019 - accuracy: 0.8346
Epoch 70/500
225/225 [==============================] - 0s 936us/step - loss: 0.4023 - accuracy: 0.8350
Epoch 71/500
225/225 [==============================] - 0s 869us/step - loss: 0.4021 - accuracy: 0.8338
Epoch 72/500
225/225 [==============================] - 0s 868us/step - loss: 0.4021 - accuracy: 0.8351
Epoch 73/500
225/225 [==============================] - 0s 876us/step - loss: 0.4018 - accuracy: 0.8350
Epoch 74/500
225/225 [==============================] - 0s 925us/step - loss: 0.4021 - accuracy: 0.8351
Epoch 75/500
225/225 [==============================] - 0s 910us/step - loss: 0.4020 - accuracy: 0.8356
Epoch 76/500
225/225 [==============================] - 0s 996us/step - loss: 0.4017 - accuracy: 0.8336
Epoch 77/500
225/225 [==============================] - 0s 948us/step - loss: 0.4016 - accuracy: 0.8343
Epoch 78/500
225/225 [==============================] - 0s 917us/step - loss: 0.4018 - accuracy: 0.8347
Epoch 79/500
225/225 [==============================] - 0s 958us/step - loss: 0.4016 - accuracy: 0.8349
Epoch 80/500
225/225 [==============================] - 0s 859us/step - loss: 0.4017 - accuracy: 0.8333
Epoch 81/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4017 - accuracy: 0.8347
Epoch 82/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8354
Epoch 83/500
225/225 [==============================] - 0s 943us/step - loss: 0.4013 - accuracy: 0.8353
Epoch 84/500
225/225 [==============================] - 0s 880us/step - loss: 0.4015 - accuracy: 0.8356
Epoch 85/500
225/225 [==============================] - 0s 874us/step - loss: 0.4015 - accuracy: 0.8346
Epoch 86/500
225/225 [==============================] - 0s 879us/step - loss: 0.4016 - accuracy: 0.8349
Epoch 87/500
225/225 [==============================] - 0s 912us/step - loss: 0.4019 - accuracy: 0.8353
Epoch 88/500
225/225 [==============================] - 0s 890us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 89/500
225/225 [==============================] - 0s 873us/step - loss: 0.4013 - accuracy: 0.8339
Epoch 90/500
225/225 [==============================] - 0s 855us/step - loss: 0.4016 - accuracy: 0.8351
Epoch 91/500
225/225 [==============================] - 0s 866us/step - loss: 0.4014 - accuracy: 0.8346
Epoch 92/500
225/225 [==============================] - 0s 878us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 93/500
225/225 [==============================] - 0s 871us/step - loss: 0.4012 - accuracy: 0.8338
Epoch 94/500
225/225 [==============================] - 0s 875us/step - loss: 0.4010 - accuracy: 0.8350
Epoch 95/500
225/225 [==============================] - 0s 900us/step - loss: 0.4013 - accuracy: 0.8339
Epoch 96/500
225/225 [==============================] - 0s 890us/step - loss: 0.4016 - accuracy: 0.8349
Epoch 97/500
225/225 [==============================] - 0s 866us/step - loss: 0.4014 - accuracy: 0.8349
Epoch 98/500
225/225 [==============================] - 0s 860us/step - loss: 0.4010 - accuracy: 0.8347
Epoch 99/500
225/225 [==============================] - 0s 917us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 100/500
225/225 [==============================] - 0s 926us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 101/500
225/225 [==============================] - 0s 900us/step - loss: 0.4009 - accuracy: 0.8361
Epoch 102/500
225/225 [==============================] - 0s 859us/step - loss: 0.4013 - accuracy: 0.8331
Epoch 103/500
225/225 [==============================] - 0s 900us/step - loss: 0.4009 - accuracy: 0.8349
Epoch 104/500
225/225 [==============================] - 0s 864us/step - loss: 0.4008 - accuracy: 0.8343
Epoch 105/500
225/225 [==============================] - 0s 917us/step - loss: 0.4009 - accuracy: 0.8338
Epoch 106/500
225/225 [==============================] - 0s 930us/step - loss: 0.4011 - accuracy: 0.8357
Epoch 107/500
225/225 [==============================] - 0s 923us/step - loss: 0.4012 - accuracy: 0.8340
Epoch 108/500
225/225 [==============================] - 0s 867us/step - loss: 0.4009 - accuracy: 0.8351
Epoch 109/500
225/225 [==============================] - 0s 931us/step - loss: 0.4010 - accuracy: 0.8350
Epoch 110/500
225/225 [==============================] - 0s 898us/step - loss: 0.4011 - accuracy: 0.8343
Epoch 111/500
225/225 [==============================] - 0s 913us/step - loss: 0.4007 - accuracy: 0.8353
Epoch 112/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8363
Epoch 113/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8342
Epoch 114/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4008 - accuracy: 0.8351
Epoch 115/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8357
Epoch 116/500
225/225 [==============================] - 0s 909us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 117/500
225/225 [==============================] - 0s 958us/step - loss: 0.4010 - accuracy: 0.83430s - loss: 0.3893 - accuracy
Epoch 118/500
225/225 [==============================] - 0s 934us/step - loss: 0.4011 - accuracy: 0.8343
Epoch 119/500
225/225 [==============================] - 0s 900us/step - loss: 0.4008 - accuracy: 0.8344
Epoch 120/500
225/225 [==============================] - 0s 874us/step - loss: 0.4009 - accuracy: 0.8351
Epoch 121/500
225/225 [==============================] - 0s 851us/step - loss: 0.4008 - accuracy: 0.8350
Epoch 122/500
225/225 [==============================] - 0s 877us/step - loss: 0.4009 - accuracy: 0.8353
Epoch 123/500
225/225 [==============================] - 0s 860us/step - loss: 0.4011 - accuracy: 0.8369
Epoch 124/500
225/225 [==============================] - 0s 904us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 125/500
225/225 [==============================] - 0s 908us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 126/500
225/225 [==============================] - 0s 942us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 127/500
225/225 [==============================] - 0s 857us/step - loss: 0.4011 - accuracy: 0.8350
Epoch 128/500
225/225 [==============================] - 0s 860us/step - loss: 0.4010 - accuracy: 0.8353
Epoch 129/500
225/225 [==============================] - 0s 850us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 130/500
225/225 [==============================] - 0s 964us/step - loss: 0.4009 - accuracy: 0.8351
Epoch 131/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4008 - accuracy: 0.8356
Epoch 132/500
225/225 [==============================] - 0s 901us/step - loss: 0.4008 - accuracy: 0.8369
Epoch 133/500
225/225 [==============================] - 0s 911us/step - loss: 0.4009 - accuracy: 0.8354
Epoch 134/500
225/225 [==============================] - 0s 858us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 135/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8346
Epoch 136/500
225/225 [==============================] - 0s 937us/step - loss: 0.4006 - accuracy: 0.8346
Epoch 137/500
225/225 [==============================] - 0s 900us/step - loss: 0.4009 - accuracy: 0.8367
Epoch 138/500
225/225 [==============================] - 0s 886us/step - loss: 0.4008 - accuracy: 0.8340
Epoch 139/500
225/225 [==============================] - 0s 994us/step - loss: 0.4007 - accuracy: 0.8356
Epoch 140/500
225/225 [==============================] - 0s 919us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 141/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8344
Epoch 142/500
225/225 [==============================] - 0s 943us/step - loss: 0.4009 - accuracy: 0.8361
Epoch 143/500
225/225 [==============================] - 0s 921us/step - loss: 0.4012 - accuracy: 0.8354
Epoch 144/500
225/225 [==============================] - 0s 891us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 145/500
225/225 [==============================] - 0s 944us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 146/500
225/225 [==============================] - 0s 921us/step - loss: 0.4008 - accuracy: 0.8343
Epoch 147/500
225/225 [==============================] - 0s 931us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 148/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8349
Epoch 149/500
225/225 [==============================] - 0s 918us/step - loss: 0.4006 - accuracy: 0.8347
Epoch 150/500
225/225 [==============================] - 0s 975us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 151/500
225/225 [==============================] - 0s 911us/step - loss: 0.4004 - accuracy: 0.8347
Epoch 152/500
225/225 [==============================] - 0s 897us/step - loss: 0.4009 - accuracy: 0.8353
Epoch 153/500
225/225 [==============================] - 0s 930us/step - loss: 0.4006 - accuracy: 0.8357
Epoch 154/500
225/225 [==============================] - 0s 924us/step - loss: 0.4007 - accuracy: 0.8363
Epoch 155/500
225/225 [==============================] - 0s 978us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 156/500
225/225 [==============================] - 0s 904us/step - loss: 0.4005 - accuracy: 0.8335
Epoch 157/500
225/225 [==============================] - 0s 900us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 158/500
225/225 [==============================] - 0s 869us/step - loss: 0.4007 - accuracy: 0.8354
Epoch 159/500
225/225 [==============================] - 0s 956us/step - loss: 0.4007 - accuracy: 0.8369
Epoch 160/500
225/225 [==============================] - 0s 956us/step - loss: 0.4008 - accuracy: 0.8351
Epoch 161/500
225/225 [==============================] - 0s 934us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 162/500
225/225 [==============================] - 0s 879us/step - loss: 0.4006 - accuracy: 0.8349
Epoch 163/500
225/225 [==============================] - 0s 861us/step - loss: 0.4006 - accuracy: 0.8353
Epoch 164/500
225/225 [==============================] - 0s 952us/step - loss: 0.4004 - accuracy: 0.8354
Epoch 165/500
225/225 [==============================] - 0s 929us/step - loss: 0.4006 - accuracy: 0.8361
Epoch 166/500
225/225 [==============================] - 0s 891us/step - loss: 0.4004 - accuracy: 0.8338
Epoch 167/500
225/225 [==============================] - 0s 974us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 168/500
225/225 [==============================] - 0s 926us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 169/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4006 - accuracy: 0.8358
Epoch 170/500
225/225 [==============================] - 0s 864us/step - loss: 0.4004 - accuracy: 0.8353
Epoch 171/500
225/225 [==============================] - 0s 859us/step - loss: 0.4004 - accuracy: 0.8353
Epoch 172/500
225/225 [==============================] - 0s 954us/step - loss: 0.4003 - accuracy: 0.8354
Epoch 173/500
225/225 [==============================] - 0s 931us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 174/500
225/225 [==============================] - 0s 971us/step - loss: 0.4002 - accuracy: 0.8353
Epoch 175/500
225/225 [==============================] - 0s 910us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 176/500
225/225 [==============================] - 0s 906us/step - loss: 0.4003 - accuracy: 0.8351
Epoch 177/500
225/225 [==============================] - 0s 901us/step - loss: 0.4005 - accuracy: 0.8353
Epoch 178/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8356
Epoch 179/500
225/225 [==============================] - 0s 930us/step - loss: 0.4006 - accuracy: 0.8356
Epoch 180/500
225/225 [==============================] - 0s 884us/step - loss: 0.4003 - accuracy: 0.8343
Epoch 181/500
225/225 [==============================] - 0s 884us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 182/500
225/225 [==============================] - 0s 880us/step - loss: 0.4003 - accuracy: 0.8354
Epoch 183/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8335
Epoch 184/500
225/225 [==============================] - 0s 931us/step - loss: 0.4002 - accuracy: 0.8365
Epoch 185/500
225/225 [==============================] - 0s 914us/step - loss: 0.4004 - accuracy: 0.8356
Epoch 186/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4005 - accuracy: 0.8353
Epoch 187/500
225/225 [==============================] - 0s 940us/step - loss: 0.4004 - accuracy: 0.8353
Epoch 188/500
225/225 [==============================] - 0s 873us/step - loss: 0.4003 - accuracy: 0.8356
Epoch 189/500
225/225 [==============================] - 0s 872us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 190/500
225/225 [==============================] - 0s 889us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 191/500
225/225 [==============================] - 0s 993us/step - loss: 0.4004 - accuracy: 0.8344
Epoch 192/500
225/225 [==============================] - 0s 931us/step - loss: 0.4001 - accuracy: 0.8349
Epoch 193/500
225/225 [==============================] - 0s 974us/step - loss: 0.3999 - accuracy: 0.8353
Epoch 194/500
225/225 [==============================] - 0s 920us/step - loss: 0.4005 - accuracy: 0.8356
Epoch 195/500
225/225 [==============================] - 0s 888us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 196/500
225/225 [==============================] - 0s 928us/step - loss: 0.4004 - accuracy: 0.8343
Epoch 197/500
225/225 [==============================] - 0s 928us/step - loss: 0.4002 - accuracy: 0.8347
Epoch 198/500
225/225 [==============================] - 0s 882us/step - loss: 0.4001 - accuracy: 0.8351
Epoch 199/500
225/225 [==============================] - 0s 950us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 200/500
225/225 [==============================] - 0s 898us/step - loss: 0.4002 - accuracy: 0.8346
Epoch 201/500
225/225 [==============================] - 0s 940us/step - loss: 0.4002 - accuracy: 0.8351
Epoch 202/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4000 - accuracy: 0.8351
Epoch 203/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3999 - accuracy: 0.8350
Epoch 204/500
225/225 [==============================] - 0s 779us/step - loss: 0.4000 - accuracy: 0.8350
Epoch 205/500
225/225 [==============================] - 0s 844us/step - loss: 0.4004 - accuracy: 0.8350
Epoch 206/500
225/225 [==============================] - 0s 934us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 207/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8351
Epoch 208/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8358
Epoch 209/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8360
Epoch 210/500
225/225 [==============================] - 0s 989us/step - loss: 0.4001 - accuracy: 0.8346
Epoch 211/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8350
Epoch 212/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8363
Epoch 213/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8360
Epoch 214/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8343
Epoch 215/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3999 - accuracy: 0.8343
Epoch 216/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3999 - accuracy: 0.8344
Epoch 217/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8343
Epoch 218/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8369
Epoch 219/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8343
Epoch 220/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8346
Epoch 221/500
225/225 [==============================] - 0s 995us/step - loss: 0.3994 - accuracy: 0.8344
Epoch 222/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8342
Epoch 223/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8350
Epoch 224/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8343
Epoch 225/500
225/225 [==============================] - 0s 991us/step - loss: 0.3994 - accuracy: 0.8339
Epoch 226/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8344
Epoch 227/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3993 - accuracy: 0.8347
Epoch 228/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3988 - accuracy: 0.8340
Epoch 229/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8354
Epoch 230/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8353: 0s - loss: 0.4120 - accura
Epoch 231/500
225/225 [==============================] - 0s 968us/step - loss: 0.3989 - accuracy: 0.8347
Epoch 232/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8351
Epoch 233/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8350
Epoch 234/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8340
Epoch 235/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3990 - accuracy: 0.8332
Epoch 236/500
225/225 [==============================] - 0s 980us/step - loss: 0.3986 - accuracy: 0.8344
Epoch 237/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8342
Epoch 238/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8326
Epoch 239/500
225/225 [==============================] - 0s 922us/step - loss: 0.3988 - accuracy: 0.8347
Epoch 240/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8349
Epoch 241/500
225/225 [==============================] - 0s 917us/step - loss: 0.3984 - accuracy: 0.8350
Epoch 242/500
225/225 [==============================] - 0s 871us/step - loss: 0.3985 - accuracy: 0.8343
Epoch 243/500
225/225 [==============================] - 0s 851us/step - loss: 0.3984 - accuracy: 0.8354
Epoch 244/500
225/225 [==============================] - 0s 863us/step - loss: 0.3988 - accuracy: 0.8336
Epoch 245/500
225/225 [==============================] - 0s 908us/step - loss: 0.3982 - accuracy: 0.8351
Epoch 246/500
225/225 [==============================] - 0s 942us/step - loss: 0.3986 - accuracy: 0.8331
Epoch 247/500
225/225 [==============================] - 0s 992us/step - loss: 0.3984 - accuracy: 0.8360
Epoch 248/500
225/225 [==============================] - 0s 867us/step - loss: 0.3986 - accuracy: 0.8324
Epoch 249/500
225/225 [==============================] - 0s 988us/step - loss: 0.3983 - accuracy: 0.8338
Epoch 250/500
225/225 [==============================] - 0s 958us/step - loss: 0.3987 - accuracy: 0.8335
Epoch 251/500
225/225 [==============================] - 0s 932us/step - loss: 0.3983 - accuracy: 0.8349
Epoch 252/500
225/225 [==============================] - 0s 879us/step - loss: 0.3986 - accuracy: 0.8343
Epoch 253/500
225/225 [==============================] - 0s 873us/step - loss: 0.3985 - accuracy: 0.8344
Epoch 254/500
225/225 [==============================] - 0s 903us/step - loss: 0.3987 - accuracy: 0.8329
Epoch 255/500
225/225 [==============================] - 0s 862us/step - loss: 0.3983 - accuracy: 0.8343
Epoch 256/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3986 - accuracy: 0.8344
Epoch 257/500
225/225 [==============================] - 0s 931us/step - loss: 0.3984 - accuracy: 0.8344
Epoch 258/500
225/225 [==============================] - 0s 870us/step - loss: 0.3986 - accuracy: 0.8347
Epoch 259/500
225/225 [==============================] - 0s 962us/step - loss: 0.3986 - accuracy: 0.8351
Epoch 260/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3988 - accuracy: 0.8350
Epoch 261/500
225/225 [==============================] - 0s 881us/step - loss: 0.3981 - accuracy: 0.8338
Epoch 262/500
225/225 [==============================] - 0s 926us/step - loss: 0.3983 - accuracy: 0.8340
Epoch 263/500
225/225 [==============================] - 0s 858us/step - loss: 0.3983 - accuracy: 0.8342
Epoch 264/500
225/225 [==============================] - 0s 868us/step - loss: 0.3984 - accuracy: 0.8343
Epoch 265/500
225/225 [==============================] - 0s 891us/step - loss: 0.3984 - accuracy: 0.8346
Epoch 266/500
225/225 [==============================] - 0s 891us/step - loss: 0.3986 - accuracy: 0.8343
Epoch 267/500
225/225 [==============================] - 0s 850us/step - loss: 0.3984 - accuracy: 0.8353
Epoch 268/500
225/225 [==============================] - 0s 870us/step - loss: 0.3986 - accuracy: 0.8336
Epoch 269/500
225/225 [==============================] - 0s 924us/step - loss: 0.3985 - accuracy: 0.8332
Epoch 270/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8335
Epoch 271/500
225/225 [==============================] - 0s 948us/step - loss: 0.3987 - accuracy: 0.8347
Epoch 272/500
225/225 [==============================] - 0s 918us/step - loss: 0.3985 - accuracy: 0.8347
Epoch 273/500
225/225 [==============================] - 0s 964us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 274/500
225/225 [==============================] - 0s 942us/step - loss: 0.3985 - accuracy: 0.8333
Epoch 275/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8350
Epoch 276/500
225/225 [==============================] - 0s 922us/step - loss: 0.3984 - accuracy: 0.8347
Epoch 277/500
225/225 [==============================] - 0s 905us/step - loss: 0.3983 - accuracy: 0.8339
Epoch 278/500
225/225 [==============================] - 0s 912us/step - loss: 0.3983 - accuracy: 0.8340
Epoch 279/500
225/225 [==============================] - 0s 963us/step - loss: 0.3985 - accuracy: 0.8344
Epoch 280/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8333
Epoch 281/500
225/225 [==============================] - 0s 870us/step - loss: 0.3982 - accuracy: 0.8338
Epoch 282/500
225/225 [==============================] - 0s 979us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 283/500
225/225 [==============================] - 0s 947us/step - loss: 0.3985 - accuracy: 0.8328
Epoch 284/500
225/225 [==============================] - 0s 962us/step - loss: 0.3985 - accuracy: 0.8360
Epoch 285/500
225/225 [==============================] - 0s 953us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 286/500
225/225 [==============================] - 0s 902us/step - loss: 0.3985 - accuracy: 0.8335
Epoch 287/500
225/225 [==============================] - 0s 939us/step - loss: 0.3984 - accuracy: 0.8332
Epoch 288/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8340
Epoch 289/500
225/225 [==============================] - 0s 922us/step - loss: 0.3983 - accuracy: 0.8339
Epoch 290/500
225/225 [==============================] - 0s 872us/step - loss: 0.3982 - accuracy: 0.8347
Epoch 291/500
225/225 [==============================] - 0s 939us/step - loss: 0.3986 - accuracy: 0.8342
Epoch 292/500
225/225 [==============================] - 0s 913us/step - loss: 0.3982 - accuracy: 0.8336
Epoch 293/500
225/225 [==============================] - 0s 956us/step - loss: 0.3984 - accuracy: 0.8351
Epoch 294/500
225/225 [==============================] - 0s 927us/step - loss: 0.3980 - accuracy: 0.8344
Epoch 295/500
225/225 [==============================] - 0s 852us/step - loss: 0.3985 - accuracy: 0.8343
Epoch 296/500
225/225 [==============================] - 0s 883us/step - loss: 0.3979 - accuracy: 0.8335
Epoch 297/500
225/225 [==============================] - 0s 896us/step - loss: 0.3982 - accuracy: 0.8347
Epoch 298/500
225/225 [==============================] - 0s 920us/step - loss: 0.3985 - accuracy: 0.8342
Epoch 299/500
225/225 [==============================] - 0s 925us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 300/500
225/225 [==============================] - 0s 885us/step - loss: 0.3982 - accuracy: 0.8351
Epoch 301/500
225/225 [==============================] - 0s 917us/step - loss: 0.3983 - accuracy: 0.8333
Epoch 302/500
225/225 [==============================] - 0s 862us/step - loss: 0.3981 - accuracy: 0.8339
Epoch 303/500
225/225 [==============================] - 0s 944us/step - loss: 0.3982 - accuracy: 0.8350
Epoch 304/500
225/225 [==============================] - 0s 910us/step - loss: 0.3982 - accuracy: 0.8351
Epoch 305/500
225/225 [==============================] - 0s 905us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 306/500
225/225 [==============================] - 0s 893us/step - loss: 0.3983 - accuracy: 0.8342
Epoch 307/500
225/225 [==============================] - 0s 891us/step - loss: 0.3987 - accuracy: 0.8351
Epoch 308/500
225/225 [==============================] - 0s 971us/step - loss: 0.3985 - accuracy: 0.8326
Epoch 309/500
225/225 [==============================] - 0s 965us/step - loss: 0.3981 - accuracy: 0.8365
Epoch 310/500
225/225 [==============================] - 0s 922us/step - loss: 0.3982 - accuracy: 0.8343
Epoch 311/500
225/225 [==============================] - 0s 889us/step - loss: 0.3984 - accuracy: 0.8347
Epoch 312/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8338
Epoch 313/500
225/225 [==============================] - 0s 850us/step - loss: 0.3982 - accuracy: 0.8332
Epoch 314/500
225/225 [==============================] - 0s 935us/step - loss: 0.3979 - accuracy: 0.8340
Epoch 315/500
225/225 [==============================] - 0s 913us/step - loss: 0.3984 - accuracy: 0.8350
Epoch 316/500
225/225 [==============================] - 0s 894us/step - loss: 0.3984 - accuracy: 0.8333
Epoch 317/500
225/225 [==============================] - 0s 906us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 318/500
225/225 [==============================] - 0s 881us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 319/500
225/225 [==============================] - 0s 885us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 320/500
225/225 [==============================] - 0s 876us/step - loss: 0.3983 - accuracy: 0.8329
Epoch 321/500
225/225 [==============================] - 0s 898us/step - loss: 0.3983 - accuracy: 0.8349
Epoch 322/500
225/225 [==============================] - 0s 967us/step - loss: 0.3985 - accuracy: 0.8353
Epoch 323/500
225/225 [==============================] - 0s 928us/step - loss: 0.3983 - accuracy: 0.8349
Epoch 324/500
225/225 [==============================] - 0s 851us/step - loss: 0.3982 - accuracy: 0.8335
Epoch 325/500
225/225 [==============================] - 0s 881us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 326/500
225/225 [==============================] - 0s 915us/step - loss: 0.3983 - accuracy: 0.8335
Epoch 327/500
225/225 [==============================] - 0s 964us/step - loss: 0.3981 - accuracy: 0.8335
Epoch 328/500
225/225 [==============================] - 0s 989us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 329/500
225/225 [==============================] - 0s 906us/step - loss: 0.3981 - accuracy: 0.8349
Epoch 330/500
225/225 [==============================] - 0s 923us/step - loss: 0.3982 - accuracy: 0.8331
Epoch 331/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8343
Epoch 332/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8343
Epoch 333/500
225/225 [==============================] - 0s 888us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 334/500
225/225 [==============================] - 0s 893us/step - loss: 0.3980 - accuracy: 0.83560s - loss: 0.3982 - accuracy: 0.83
Epoch 335/500
225/225 [==============================] - 0s 950us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 336/500
225/225 [==============================] - 0s 947us/step - loss: 0.3981 - accuracy: 0.8342
Epoch 337/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8353
Epoch 338/500
225/225 [==============================] - 0s 880us/step - loss: 0.3977 - accuracy: 0.8350
Epoch 339/500
225/225 [==============================] - 0s 912us/step - loss: 0.3982 - accuracy: 0.8351
Epoch 340/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8336
Epoch 341/500
225/225 [==============================] - 0s 995us/step - loss: 0.3984 - accuracy: 0.8342
Epoch 342/500
225/225 [==============================] - 0s 940us/step - loss: 0.3983 - accuracy: 0.8340
Epoch 343/500
225/225 [==============================] - 0s 921us/step - loss: 0.3982 - accuracy: 0.8340
Epoch 344/500
225/225 [==============================] - 0s 877us/step - loss: 0.3984 - accuracy: 0.8335
Epoch 345/500
225/225 [==============================] - 0s 990us/step - loss: 0.3980 - accuracy: 0.8336
Epoch 346/500
225/225 [==============================] - 0s 910us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 347/500
225/225 [==============================] - 0s 955us/step - loss: 0.3978 - accuracy: 0.8343
Epoch 348/500
225/225 [==============================] - 0s 936us/step - loss: 0.3982 - accuracy: 0.8350
Epoch 349/500
225/225 [==============================] - 0s 941us/step - loss: 0.3981 - accuracy: 0.8344
Epoch 350/500
225/225 [==============================] - 0s 942us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 351/500
225/225 [==============================] - 0s 976us/step - loss: 0.3982 - accuracy: 0.8333
Epoch 352/500
225/225 [==============================] - 0s 885us/step - loss: 0.3980 - accuracy: 0.8333
Epoch 353/500
225/225 [==============================] - 0s 916us/step - loss: 0.3982 - accuracy: 0.8342
Epoch 354/500
225/225 [==============================] - 0s 942us/step - loss: 0.3983 - accuracy: 0.8338
Epoch 355/500
225/225 [==============================] - 0s 943us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 356/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8349
Epoch 357/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3984 - accuracy: 0.8357
Epoch 358/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8343
Epoch 359/500
225/225 [==============================] - 0s 849us/step - loss: 0.3982 - accuracy: 0.8325
Epoch 360/500
225/225 [==============================] - 0s 981us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 361/500
225/225 [==============================] - 0s 985us/step - loss: 0.3981 - accuracy: 0.8344
Epoch 362/500
225/225 [==============================] - 0s 927us/step - loss: 0.3981 - accuracy: 0.8340
Epoch 363/500
225/225 [==============================] - 0s 940us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 364/500
225/225 [==============================] - 0s 987us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 365/500
225/225 [==============================] - 0s 942us/step - loss: 0.3981 - accuracy: 0.8344
Epoch 366/500
225/225 [==============================] - 0s 875us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 367/500
225/225 [==============================] - 0s 923us/step - loss: 0.3976 - accuracy: 0.8350
Epoch 368/500
225/225 [==============================] - 0s 932us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 369/500
225/225 [==============================] - 0s 921us/step - loss: 0.3985 - accuracy: 0.8344
Epoch 370/500
225/225 [==============================] - 0s 875us/step - loss: 0.3981 - accuracy: 0.8336
Epoch 371/500
225/225 [==============================] - 0s 871us/step - loss: 0.3980 - accuracy: 0.8340
Epoch 372/500
225/225 [==============================] - 0s 878us/step - loss: 0.3979 - accuracy: 0.8342
Epoch 373/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8328
Epoch 374/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8338
Epoch 375/500
225/225 [==============================] - 0s 932us/step - loss: 0.3983 - accuracy: 0.8324
Epoch 376/500
225/225 [==============================] - 0s 946us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 377/500
225/225 [==============================] - 0s 922us/step - loss: 0.3983 - accuracy: 0.8361
Epoch 378/500
225/225 [==============================] - 0s 919us/step - loss: 0.3981 - accuracy: 0.8340
Epoch 379/500
225/225 [==============================] - 0s 910us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 380/500
225/225 [==============================] - 0s 957us/step - loss: 0.3982 - accuracy: 0.8339
Epoch 381/500
225/225 [==============================] - 0s 963us/step - loss: 0.3980 - accuracy: 0.8335
Epoch 382/500
225/225 [==============================] - 0s 933us/step - loss: 0.3982 - accuracy: 0.8329
Epoch 383/500
225/225 [==============================] - 0s 929us/step - loss: 0.3979 - accuracy: 0.8332
Epoch 384/500
225/225 [==============================] - 0s 912us/step - loss: 0.3983 - accuracy: 0.8328
Epoch 385/500
225/225 [==============================] - 0s 852us/step - loss: 0.3981 - accuracy: 0.8339
Epoch 386/500
225/225 [==============================] - 0s 978us/step - loss: 0.3983 - accuracy: 0.8336
Epoch 387/500
225/225 [==============================] - 0s 954us/step - loss: 0.3977 - accuracy: 0.8346
Epoch 388/500
225/225 [==============================] - 0s 906us/step - loss: 0.3983 - accuracy: 0.8329
Epoch 389/500
225/225 [==============================] - 0s 918us/step - loss: 0.3981 - accuracy: 0.8329
Epoch 390/500
225/225 [==============================] - 0s 915us/step - loss: 0.3981 - accuracy: 0.8335
Epoch 391/500
225/225 [==============================] - 0s 935us/step - loss: 0.3981 - accuracy: 0.8339
Epoch 392/500
225/225 [==============================] - 0s 885us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 393/500
225/225 [==============================] - 0s 880us/step - loss: 0.3981 - accuracy: 0.8353
Epoch 394/500
225/225 [==============================] - 0s 955us/step - loss: 0.3981 - accuracy: 0.83460s - loss: 0.3991 - accuracy
Epoch 395/500
225/225 [==============================] - 0s 983us/step - loss: 0.3978 - accuracy: 0.8346
Epoch 396/500
225/225 [==============================] - 0s 975us/step - loss: 0.3980 - accuracy: 0.8342
Epoch 397/500
225/225 [==============================] - 0s 922us/step - loss: 0.3981 - accuracy: 0.8326
Epoch 398/500
225/225 [==============================] - 0s 884us/step - loss: 0.3975 - accuracy: 0.8344
Epoch 399/500
225/225 [==============================] - 0s 867us/step - loss: 0.3984 - accuracy: 0.8339
Epoch 400/500
225/225 [==============================] - 0s 929us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 401/500
225/225 [==============================] - 0s 928us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 402/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8342
Epoch 403/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8335
Epoch 404/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8342
Epoch 405/500
225/225 [==============================] - 0s 878us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 406/500
225/225 [==============================] - 0s 926us/step - loss: 0.3981 - accuracy: 0.8332
Epoch 407/500
225/225 [==============================] - 1s 3ms/step - loss: 0.3979 - accuracy: 0.8350
Epoch 408/500
225/225 [==============================] - 0s 973us/step - loss: 0.3980 - accuracy: 0.8332
Epoch 409/500
225/225 [==============================] - 0s 981us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 410/500
225/225 [==============================] - 0s 919us/step - loss: 0.3982 - accuracy: 0.8350
Epoch 411/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8332
Epoch 412/500
225/225 [==============================] - 0s 920us/step - loss: 0.3976 - accuracy: 0.8344
Epoch 413/500
225/225 [==============================] - 0s 921us/step - loss: 0.3979 - accuracy: 0.8328
Epoch 414/500
225/225 [==============================] - 0s 984us/step - loss: 0.3981 - accuracy: 0.8338
Epoch 415/500
225/225 [==============================] - 0s 955us/step - loss: 0.3979 - accuracy: 0.8335
Epoch 416/500
225/225 [==============================] - 0s 944us/step - loss: 0.3980 - accuracy: 0.8335
Epoch 417/500
225/225 [==============================] - 0s 914us/step - loss: 0.3980 - accuracy: 0.8350
Epoch 418/500
225/225 [==============================] - 0s 992us/step - loss: 0.3981 - accuracy: 0.83390s - loss: 0.3973 - accuracy: 0.83
Epoch 419/500
225/225 [==============================] - 0s 978us/step - loss: 0.3979 - accuracy: 0.8333
Epoch 420/500
225/225 [==============================] - 0s 898us/step - loss: 0.3980 - accuracy: 0.8349
Epoch 421/500
225/225 [==============================] - 0s 971us/step - loss: 0.3980 - accuracy: 0.8344
Epoch 422/500
225/225 [==============================] - 0s 916us/step - loss: 0.3981 - accuracy: 0.8336
Epoch 423/500
225/225 [==============================] - 0s 935us/step - loss: 0.3980 - accuracy: 0.8339
Epoch 424/500
225/225 [==============================] - 0s 882us/step - loss: 0.3978 - accuracy: 0.8342
Epoch 425/500
225/225 [==============================] - 0s 923us/step - loss: 0.3983 - accuracy: 0.8350
Epoch 426/500
225/225 [==============================] - 0s 892us/step - loss: 0.3979 - accuracy: 0.8343
Epoch 427/500
225/225 [==============================] - 0s 878us/step - loss: 0.3981 - accuracy: 0.8332
Epoch 428/500
225/225 [==============================] - 0s 891us/step - loss: 0.3980 - accuracy: 0.8356
Epoch 429/500
225/225 [==============================] - 0s 941us/step - loss: 0.3982 - accuracy: 0.8331
Epoch 430/500
225/225 [==============================] - 0s 948us/step - loss: 0.3980 - accuracy: 0.8338
Epoch 431/500
225/225 [==============================] - 0s 943us/step - loss: 0.3980 - accuracy: 0.8336
Epoch 432/500
225/225 [==============================] - 0s 894us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 433/500
225/225 [==============================] - 0s 949us/step - loss: 0.3979 - accuracy: 0.8340
Epoch 434/500
225/225 [==============================] - 0s 888us/step - loss: 0.3982 - accuracy: 0.8342
Epoch 435/500
225/225 [==============================] - 0s 946us/step - loss: 0.3981 - accuracy: 0.8344
Epoch 436/500
225/225 [==============================] - 0s 914us/step - loss: 0.3979 - accuracy: 0.8354
Epoch 437/500
225/225 [==============================] - 0s 932us/step - loss: 0.3978 - accuracy: 0.8338
Epoch 438/500
225/225 [==============================] - 0s 923us/step - loss: 0.3979 - accuracy: 0.8346
Epoch 439/500
225/225 [==============================] - 0s 893us/step - loss: 0.3981 - accuracy: 0.8344
Epoch 440/500
225/225 [==============================] - 0s 950us/step - loss: 0.3984 - accuracy: 0.8331
Epoch 441/500
225/225 [==============================] - 0s 863us/step - loss: 0.3979 - accuracy: 0.8340
Epoch 442/500
225/225 [==============================] - 0s 954us/step - loss: 0.3983 - accuracy: 0.8342
Epoch 443/500
225/225 [==============================] - 0s 883us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 444/500
225/225 [==============================] - 0s 925us/step - loss: 0.3982 - accuracy: 0.8339
Epoch 445/500
225/225 [==============================] - 0s 925us/step - loss: 0.3982 - accuracy: 0.8343
Epoch 446/500
225/225 [==============================] - 0s 917us/step - loss: 0.3980 - accuracy: 0.8350
Epoch 447/500
225/225 [==============================] - 0s 888us/step - loss: 0.3980 - accuracy: 0.8333
Epoch 448/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8338
Epoch 449/500
225/225 [==============================] - 0s 840us/step - loss: 0.3986 - accuracy: 0.8344
Epoch 450/500
225/225 [==============================] - 0s 924us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 451/500
225/225 [==============================] - 0s 879us/step - loss: 0.3984 - accuracy: 0.8340
Epoch 452/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8338
Epoch 453/500
225/225 [==============================] - 0s 935us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 454/500
225/225 [==============================] - 0s 853us/step - loss: 0.3979 - accuracy: 0.8349
Epoch 455/500
225/225 [==============================] - 0s 849us/step - loss: 0.3980 - accuracy: 0.8333
Epoch 456/500
225/225 [==============================] - 0s 878us/step - loss: 0.3982 - accuracy: 0.8336
Epoch 457/500
225/225 [==============================] - 0s 925us/step - loss: 0.3982 - accuracy: 0.8336
Epoch 458/500
225/225 [==============================] - 0s 871us/step - loss: 0.3979 - accuracy: 0.8339
Epoch 459/500
225/225 [==============================] - 0s 942us/step - loss: 0.3980 - accuracy: 0.8335
Epoch 460/500
225/225 [==============================] - 0s 861us/step - loss: 0.3981 - accuracy: 0.8339
Epoch 461/500
225/225 [==============================] - 0s 876us/step - loss: 0.3981 - accuracy: 0.8340
Epoch 462/500
225/225 [==============================] - 0s 939us/step - loss: 0.3982 - accuracy: 0.8340
Epoch 463/500
225/225 [==============================] - 0s 910us/step - loss: 0.3978 - accuracy: 0.8338
Epoch 464/500
225/225 [==============================] - 0s 940us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 465/500
225/225 [==============================] - 0s 901us/step - loss: 0.3984 - accuracy: 0.8349
Epoch 466/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8338
Epoch 467/500
225/225 [==============================] - 0s 868us/step - loss: 0.3979 - accuracy: 0.8340
Epoch 468/500
225/225 [==============================] - 0s 933us/step - loss: 0.3984 - accuracy: 0.8340
Epoch 469/500
225/225 [==============================] - 0s 934us/step - loss: 0.3980 - accuracy: 0.8340
Epoch 470/500
225/225 [==============================] - 0s 895us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 471/500
225/225 [==============================] - 0s 926us/step - loss: 0.3980 - accuracy: 0.8339
Epoch 472/500
225/225 [==============================] - 0s 939us/step - loss: 0.3979 - accuracy: 0.8335
Epoch 473/500
225/225 [==============================] - 0s 946us/step - loss: 0.3986 - accuracy: 0.8358
Epoch 474/500
225/225 [==============================] - 0s 946us/step - loss: 0.3977 - accuracy: 0.8343
Epoch 475/500
225/225 [==============================] - 0s 921us/step - loss: 0.3982 - accuracy: 0.8328
Epoch 476/500
225/225 [==============================] - 0s 938us/step - loss: 0.3981 - accuracy: 0.8340
Epoch 477/500
225/225 [==============================] - 0s 980us/step - loss: 0.3982 - accuracy: 0.8336
Epoch 478/500
225/225 [==============================] - 0s 907us/step - loss: 0.3978 - accuracy: 0.8333
Epoch 479/500
225/225 [==============================] - 0s 913us/step - loss: 0.3983 - accuracy: 0.8336
Epoch 480/500
225/225 [==============================] - 0s 864us/step - loss: 0.3980 - accuracy: 0.8338
Epoch 481/500
225/225 [==============================] - 0s 876us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 482/500
225/225 [==============================] - 0s 944us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 483/500
225/225 [==============================] - 0s 929us/step - loss: 0.3978 - accuracy: 0.8326
Epoch 484/500
225/225 [==============================] - 0s 913us/step - loss: 0.3982 - accuracy: 0.8339
Epoch 485/500
225/225 [==============================] - 0s 864us/step - loss: 0.3979 - accuracy: 0.8353
Epoch 486/500
225/225 [==============================] - 0s 887us/step - loss: 0.3982 - accuracy: 0.8342
Epoch 487/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8347
Epoch 488/500
225/225 [==============================] - 0s 919us/step - loss: 0.3978 - accuracy: 0.8354
Epoch 489/500
225/225 [==============================] - 0s 865us/step - loss: 0.3979 - accuracy: 0.8342
Epoch 490/500
225/225 [==============================] - 0s 915us/step - loss: 0.3978 - accuracy: 0.8344
Epoch 491/500
225/225 [==============================] - 0s 908us/step - loss: 0.3981 - accuracy: 0.8342
Epoch 492/500
225/225 [==============================] - 0s 900us/step - loss: 0.3982 - accuracy: 0.8342
Epoch 493/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8349
Epoch 494/500
225/225 [==============================] - 0s 918us/step - loss: 0.3981 - accuracy: 0.8331
Epoch 495/500
225/225 [==============================] - 0s 951us/step - loss: 0.3978 - accuracy: 0.8336
Epoch 496/500
225/225 [==============================] - 0s 996us/step - loss: 0.3980 - accuracy: 0.8350
Epoch 497/500
225/225 [==============================] - 0s 948us/step - loss: 0.3980 - accuracy: 0.8338
Epoch 498/500
225/225 [==============================] - 0s 886us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 499/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8357
Epoch 500/500
225/225 [==============================] - 0s 915us/step - loss: 0.3978 - accuracy: 0.8343
Epoch 1/500
225/225 [==============================] - 0s 892us/step - loss: 0.6360 - accuracy: 0.7947
Epoch 2/500
225/225 [==============================] - 0s 859us/step - loss: 0.4687 - accuracy: 0.7960
Epoch 3/500
225/225 [==============================] - 0s 880us/step - loss: 0.4370 - accuracy: 0.7960
Epoch 4/500
225/225 [==============================] - 0s 893us/step - loss: 0.4334 - accuracy: 0.7960
Epoch 5/500
225/225 [==============================] - 0s 910us/step - loss: 0.4313 - accuracy: 0.7960
Epoch 6/500
225/225 [==============================] - 0s 881us/step - loss: 0.4302 - accuracy: 0.7960
Epoch 7/500
225/225 [==============================] - 0s 946us/step - loss: 0.4290 - accuracy: 0.7960
Epoch 8/500
225/225 [==============================] - 0s 926us/step - loss: 0.4278 - accuracy: 0.7960
Epoch 9/500
225/225 [==============================] - 0s 851us/step - loss: 0.4265 - accuracy: 0.7960
Epoch 10/500
225/225 [==============================] - 0s 930us/step - loss: 0.4247 - accuracy: 0.7960
Epoch 11/500
225/225 [==============================] - 0s 919us/step - loss: 0.4232 - accuracy: 0.7960
Epoch 12/500
225/225 [==============================] - 0s 923us/step - loss: 0.4212 - accuracy: 0.79690s - loss: 0.4141 - accuracy
Epoch 13/500
225/225 [==============================] - 0s 964us/step - loss: 0.4194 - accuracy: 0.8211
Epoch 14/500
225/225 [==============================] - 0s 913us/step - loss: 0.4180 - accuracy: 0.8240
Epoch 15/500
225/225 [==============================] - 0s 933us/step - loss: 0.4166 - accuracy: 0.8249
Epoch 16/500
225/225 [==============================] - 0s 953us/step - loss: 0.4153 - accuracy: 0.8260
Epoch 17/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4142 - accuracy: 0.8272
Epoch 18/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4134 - accuracy: 0.8281
Epoch 19/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4122 - accuracy: 0.8300
Epoch 20/500
225/225 [==============================] - 0s 947us/step - loss: 0.4113 - accuracy: 0.8307
Epoch 21/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4105 - accuracy: 0.8317
Epoch 22/500
225/225 [==============================] - 0s 909us/step - loss: 0.4097 - accuracy: 0.8315
Epoch 23/500
225/225 [==============================] - 0s 889us/step - loss: 0.4090 - accuracy: 0.8333
Epoch 24/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4084 - accuracy: 0.8335
Epoch 25/500
225/225 [==============================] - 0s 933us/step - loss: 0.4078 - accuracy: 0.8336
Epoch 26/500
225/225 [==============================] - 0s 975us/step - loss: 0.4072 - accuracy: 0.8354
Epoch 27/500
225/225 [==============================] - 0s 943us/step - loss: 0.4065 - accuracy: 0.8349
Epoch 28/500
225/225 [==============================] - 0s 993us/step - loss: 0.4062 - accuracy: 0.8360
Epoch 29/500
225/225 [==============================] - 0s 853us/step - loss: 0.4057 - accuracy: 0.8354
Epoch 30/500
225/225 [==============================] - 0s 895us/step - loss: 0.4052 - accuracy: 0.8360
Epoch 31/500
225/225 [==============================] - 0s 962us/step - loss: 0.4046 - accuracy: 0.8368
Epoch 32/500
225/225 [==============================] - 0s 931us/step - loss: 0.4043 - accuracy: 0.8367
Epoch 33/500
225/225 [==============================] - 0s 939us/step - loss: 0.4036 - accuracy: 0.8369
Epoch 34/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4034 - accuracy: 0.8365
Epoch 35/500
225/225 [==============================] - 0s 994us/step - loss: 0.4030 - accuracy: 0.8372
Epoch 36/500
225/225 [==============================] - 0s 925us/step - loss: 0.4026 - accuracy: 0.8372
Epoch 37/500
225/225 [==============================] - 0s 886us/step - loss: 0.4022 - accuracy: 0.8378
Epoch 38/500
225/225 [==============================] - 0s 902us/step - loss: 0.4020 - accuracy: 0.8369
Epoch 39/500
225/225 [==============================] - 0s 881us/step - loss: 0.4018 - accuracy: 0.8375
Epoch 40/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4014 - accuracy: 0.8372
Epoch 41/500
225/225 [==============================] - 0s 940us/step - loss: 0.4012 - accuracy: 0.8367
Epoch 42/500
225/225 [==============================] - 0s 933us/step - loss: 0.4009 - accuracy: 0.8371
Epoch 43/500
225/225 [==============================] - 0s 928us/step - loss: 0.4006 - accuracy: 0.8393
Epoch 44/500
225/225 [==============================] - 0s 998us/step - loss: 0.4005 - accuracy: 0.8378
Epoch 45/500
225/225 [==============================] - 0s 966us/step - loss: 0.4003 - accuracy: 0.8381
Epoch 46/500
225/225 [==============================] - 0s 925us/step - loss: 0.4000 - accuracy: 0.8379
Epoch 47/500
225/225 [==============================] - 0s 922us/step - loss: 0.3998 - accuracy: 0.8372
Epoch 48/500
225/225 [==============================] - 0s 949us/step - loss: 0.3997 - accuracy: 0.8374
Epoch 49/500
225/225 [==============================] - 0s 974us/step - loss: 0.3995 - accuracy: 0.8383
Epoch 50/500
225/225 [==============================] - 0s 910us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 51/500
225/225 [==============================] - 0s 854us/step - loss: 0.3991 - accuracy: 0.8383
Epoch 52/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8378
Epoch 53/500
225/225 [==============================] - 0s 866us/step - loss: 0.3990 - accuracy: 0.8379
Epoch 54/500
225/225 [==============================] - 0s 874us/step - loss: 0.3989 - accuracy: 0.8375
Epoch 55/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8375
Epoch 56/500
225/225 [==============================] - 0s 871us/step - loss: 0.3984 - accuracy: 0.8369
Epoch 57/500
225/225 [==============================] - 0s 988us/step - loss: 0.3985 - accuracy: 0.8369
Epoch 58/500
225/225 [==============================] - 0s 935us/step - loss: 0.3982 - accuracy: 0.8378
Epoch 59/500
225/225 [==============================] - 0s 961us/step - loss: 0.3983 - accuracy: 0.8374
Epoch 60/500
225/225 [==============================] - 0s 969us/step - loss: 0.3981 - accuracy: 0.8372
Epoch 61/500
225/225 [==============================] - 0s 941us/step - loss: 0.3978 - accuracy: 0.8381
Epoch 62/500
225/225 [==============================] - 0s 919us/step - loss: 0.3979 - accuracy: 0.8365
Epoch 63/500
225/225 [==============================] - 0s 896us/step - loss: 0.3978 - accuracy: 0.8374
Epoch 64/500
225/225 [==============================] - 0s 993us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 65/500
225/225 [==============================] - 0s 915us/step - loss: 0.3976 - accuracy: 0.8368
Epoch 66/500
225/225 [==============================] - 0s 931us/step - loss: 0.3976 - accuracy: 0.8371
Epoch 67/500
225/225 [==============================] - 0s 974us/step - loss: 0.3975 - accuracy: 0.8371
Epoch 68/500
225/225 [==============================] - 0s 956us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 69/500
225/225 [==============================] - 0s 947us/step - loss: 0.3974 - accuracy: 0.8374
Epoch 70/500
225/225 [==============================] - 0s 889us/step - loss: 0.3975 - accuracy: 0.8383
Epoch 71/500
225/225 [==============================] - 0s 949us/step - loss: 0.3969 - accuracy: 0.8379
Epoch 72/500
225/225 [==============================] - 0s 947us/step - loss: 0.3972 - accuracy: 0.8374
Epoch 73/500
225/225 [==============================] - 0s 910us/step - loss: 0.3970 - accuracy: 0.8371
Epoch 74/500
225/225 [==============================] - 0s 877us/step - loss: 0.3969 - accuracy: 0.8365
Epoch 75/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8379
Epoch 76/500
225/225 [==============================] - 0s 948us/step - loss: 0.3969 - accuracy: 0.8372
Epoch 77/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8374
Epoch 78/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8375
Epoch 79/500
225/225 [==============================] - 0s 919us/step - loss: 0.3969 - accuracy: 0.8376
Epoch 80/500
225/225 [==============================] - 0s 945us/step - loss: 0.3967 - accuracy: 0.8369
Epoch 81/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8368
Epoch 82/500
225/225 [==============================] - 0s 998us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 83/500
225/225 [==============================] - 0s 955us/step - loss: 0.3966 - accuracy: 0.8375
Epoch 84/500
225/225 [==============================] - 0s 924us/step - loss: 0.3968 - accuracy: 0.8368
Epoch 85/500
225/225 [==============================] - 0s 952us/step - loss: 0.3963 - accuracy: 0.8371
Epoch 86/500
225/225 [==============================] - 0s 956us/step - loss: 0.3964 - accuracy: 0.8385
Epoch 87/500
225/225 [==============================] - 0s 945us/step - loss: 0.3963 - accuracy: 0.8368
Epoch 88/500
225/225 [==============================] - 0s 924us/step - loss: 0.3963 - accuracy: 0.8371
Epoch 89/500
225/225 [==============================] - 0s 955us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 90/500
225/225 [==============================] - 0s 966us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 91/500
225/225 [==============================] - 0s 969us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 92/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8383
Epoch 93/500
225/225 [==============================] - 0s 895us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 94/500
225/225 [==============================] - 0s 924us/step - loss: 0.3961 - accuracy: 0.8375
Epoch 95/500
225/225 [==============================] - 0s 961us/step - loss: 0.3961 - accuracy: 0.8383
Epoch 96/500
225/225 [==============================] - 0s 936us/step - loss: 0.3959 - accuracy: 0.8378
Epoch 97/500
225/225 [==============================] - 0s 896us/step - loss: 0.3960 - accuracy: 0.8397
Epoch 98/500
225/225 [==============================] - 0s 960us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 99/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8390
Epoch 100/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8378
Epoch 101/500
225/225 [==============================] - 0s 971us/step - loss: 0.3958 - accuracy: 0.8389
Epoch 102/500
225/225 [==============================] - 0s 903us/step - loss: 0.3959 - accuracy: 0.8379
Epoch 103/500
225/225 [==============================] - 0s 924us/step - loss: 0.3957 - accuracy: 0.8375
Epoch 104/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3957 - accuracy: 0.8390
Epoch 105/500
225/225 [==============================] - 0s 923us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 106/500
225/225 [==============================] - 0s 942us/step - loss: 0.3955 - accuracy: 0.8381
Epoch 107/500
225/225 [==============================] - 0s 940us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 108/500
225/225 [==============================] - 0s 953us/step - loss: 0.3957 - accuracy: 0.8386
Epoch 109/500
225/225 [==============================] - 0s 944us/step - loss: 0.3954 - accuracy: 0.8397
Epoch 110/500
225/225 [==============================] - 0s 971us/step - loss: 0.3957 - accuracy: 0.8392
Epoch 111/500
225/225 [==============================] - 0s 922us/step - loss: 0.3954 - accuracy: 0.8378
Epoch 112/500
225/225 [==============================] - 0s 872us/step - loss: 0.3956 - accuracy: 0.8389
Epoch 113/500
225/225 [==============================] - 0s 938us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 114/500
225/225 [==============================] - 0s 921us/step - loss: 0.3955 - accuracy: 0.8400
Epoch 115/500
225/225 [==============================] - 0s 939us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 116/500
225/225 [==============================] - 0s 925us/step - loss: 0.3954 - accuracy: 0.8385
Epoch 117/500
225/225 [==============================] - 0s 903us/step - loss: 0.3955 - accuracy: 0.8399
Epoch 118/500
225/225 [==============================] - 0s 967us/step - loss: 0.3955 - accuracy: 0.8392
Epoch 119/500
225/225 [==============================] - 0s 940us/step - loss: 0.3954 - accuracy: 0.8393
Epoch 120/500
225/225 [==============================] - 0s 883us/step - loss: 0.3954 - accuracy: 0.8381
Epoch 121/500
225/225 [==============================] - 0s 885us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 122/500
225/225 [==============================] - 0s 892us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 123/500
225/225 [==============================] - 0s 953us/step - loss: 0.3954 - accuracy: 0.8397
Epoch 124/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8399
Epoch 125/500
225/225 [==============================] - 0s 881us/step - loss: 0.3954 - accuracy: 0.8382
Epoch 126/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8385
Epoch 127/500
225/225 [==============================] - 0s 952us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 128/500
225/225 [==============================] - 0s 921us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 129/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8381
Epoch 130/500
225/225 [==============================] - 0s 970us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 131/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8390
Epoch 132/500
225/225 [==============================] - 0s 886us/step - loss: 0.3950 - accuracy: 0.8403
Epoch 133/500
225/225 [==============================] - 0s 876us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 134/500
225/225 [==============================] - 0s 928us/step - loss: 0.3955 - accuracy: 0.8399
Epoch 135/500
225/225 [==============================] - 0s 916us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 136/500
225/225 [==============================] - 0s 895us/step - loss: 0.3951 - accuracy: 0.8397
Epoch 137/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8392
Epoch 138/500
225/225 [==============================] - 0s 948us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 139/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8389
Epoch 140/500
225/225 [==============================] - 0s 920us/step - loss: 0.3948 - accuracy: 0.8383
Epoch 141/500
225/225 [==============================] - 0s 952us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 142/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8396
Epoch 143/500
225/225 [==============================] - 0s 985us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 144/500
225/225 [==============================] - 0s 916us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 145/500
225/225 [==============================] - 0s 971us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 146/500
225/225 [==============================] - 0s 947us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 147/500
225/225 [==============================] - 0s 945us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 148/500
225/225 [==============================] - 0s 886us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 149/500
225/225 [==============================] - 0s 938us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 150/500
225/225 [==============================] - 0s 985us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 151/500
225/225 [==============================] - 0s 950us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 152/500
225/225 [==============================] - 0s 932us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 153/500
225/225 [==============================] - 0s 936us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 154/500
225/225 [==============================] - 0s 860us/step - loss: 0.3949 - accuracy: 0.8401
Epoch 155/500
225/225 [==============================] - 0s 1000us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 156/500
225/225 [==============================] - 0s 924us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 157/500
225/225 [==============================] - 0s 945us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 158/500
225/225 [==============================] - 0s 883us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 159/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8390
Epoch 160/500
225/225 [==============================] - 0s 990us/step - loss: 0.3948 - accuracy: 0.83920s - loss: 0.3992 - accuracy
Epoch 161/500
225/225 [==============================] - 0s 918us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 162/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8396
Epoch 163/500
225/225 [==============================] - 0s 919us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 164/500
225/225 [==============================] - 0s 897us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 165/500
225/225 [==============================] - 0s 933us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 166/500
225/225 [==============================] - 0s 915us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 167/500
225/225 [==============================] - 0s 944us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 168/500
225/225 [==============================] - 0s 918us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 169/500
225/225 [==============================] - 0s 936us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 170/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8399
Epoch 171/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8376
Epoch 172/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8381
Epoch 173/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3946 - accuracy: 0.8376
Epoch 174/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8378
Epoch 175/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8381
Epoch 176/500
225/225 [==============================] - 0s 904us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 177/500
225/225 [==============================] - 0s 956us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 178/500
225/225 [==============================] - 0s 921us/step - loss: 0.3946 - accuracy: 0.8379
Epoch 179/500
225/225 [==============================] - 0s 968us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 180/500
225/225 [==============================] - 0s 943us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 181/500
225/225 [==============================] - 0s 938us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 182/500
225/225 [==============================] - 0s 886us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 183/500
225/225 [==============================] - 0s 880us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 184/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8393
Epoch 185/500
225/225 [==============================] - 0s 945us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 186/500
225/225 [==============================] - 0s 973us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 187/500
225/225 [==============================] - 0s 902us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 188/500
225/225 [==============================] - 0s 917us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 189/500
225/225 [==============================] - 0s 883us/step - loss: 0.3943 - accuracy: 0.8375
Epoch 190/500
225/225 [==============================] - 0s 949us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 191/500
225/225 [==============================] - 0s 956us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 192/500
225/225 [==============================] - 0s 937us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 193/500
225/225 [==============================] - 0s 947us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 194/500
225/225 [==============================] - 0s 930us/step - loss: 0.3942 - accuracy: 0.8381
Epoch 195/500
225/225 [==============================] - 0s 919us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 196/500
225/225 [==============================] - 0s 977us/step - loss: 0.3943 - accuracy: 0.8385
Epoch 197/500
225/225 [==============================] - 0s 979us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 198/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3939 - accuracy: 0.8371
Epoch 199/500
225/225 [==============================] - 0s 926us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 200/500
225/225 [==============================] - 0s 904us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 201/500
225/225 [==============================] - 0s 885us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 202/500
225/225 [==============================] - 0s 933us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 203/500
225/225 [==============================] - 0s 932us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 204/500
225/225 [==============================] - 0s 944us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 205/500
225/225 [==============================] - 0s 905us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 206/500
225/225 [==============================] - 0s 887us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 207/500
225/225 [==============================] - 0s 891us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 208/500
225/225 [==============================] - 0s 921us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 209/500
225/225 [==============================] - 0s 952us/step - loss: 0.3936 - accuracy: 0.8386
Epoch 210/500
225/225 [==============================] - 0s 952us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 211/500
225/225 [==============================] - 0s 910us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 212/500
225/225 [==============================] - 0s 932us/step - loss: 0.3935 - accuracy: 0.8364
Epoch 213/500
225/225 [==============================] - 0s 955us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 214/500
225/225 [==============================] - 0s 868us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 215/500
225/225 [==============================] - 0s 909us/step - loss: 0.3931 - accuracy: 0.8388
Epoch 216/500
225/225 [==============================] - 0s 902us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 217/500
225/225 [==============================] - 0s 864us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 218/500
225/225 [==============================] - 0s 919us/step - loss: 0.3931 - accuracy: 0.8396
Epoch 219/500
225/225 [==============================] - 0s 883us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 220/500
225/225 [==============================] - 0s 955us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 221/500
225/225 [==============================] - 0s 937us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 222/500
225/225 [==============================] - 0s 862us/step - loss: 0.3928 - accuracy: 0.8392
Epoch 223/500
225/225 [==============================] - 0s 976us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 224/500
225/225 [==============================] - 0s 934us/step - loss: 0.3927 - accuracy: 0.8386
Epoch 225/500
225/225 [==============================] - 0s 850us/step - loss: 0.3927 - accuracy: 0.8383
Epoch 226/500
225/225 [==============================] - 0s 948us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 227/500
225/225 [==============================] - 0s 921us/step - loss: 0.3929 - accuracy: 0.8399
Epoch 228/500
225/225 [==============================] - 0s 982us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 229/500
225/225 [==============================] - 0s 935us/step - loss: 0.3928 - accuracy: 0.8385
Epoch 230/500
225/225 [==============================] - 0s 916us/step - loss: 0.3927 - accuracy: 0.8382
Epoch 231/500
225/225 [==============================] - 0s 969us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 232/500
225/225 [==============================] - 0s 921us/step - loss: 0.3928 - accuracy: 0.8369
Epoch 233/500
225/225 [==============================] - 0s 989us/step - loss: 0.3927 - accuracy: 0.8386
Epoch 234/500
225/225 [==============================] - 0s 949us/step - loss: 0.3928 - accuracy: 0.8381
Epoch 235/500
225/225 [==============================] - 0s 927us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 236/500
225/225 [==============================] - 0s 884us/step - loss: 0.3928 - accuracy: 0.8388
Epoch 237/500
225/225 [==============================] - 0s 945us/step - loss: 0.3925 - accuracy: 0.8381
Epoch 238/500
225/225 [==============================] - 0s 964us/step - loss: 0.3925 - accuracy: 0.8383
Epoch 239/500
225/225 [==============================] - 0s 881us/step - loss: 0.3925 - accuracy: 0.8397
Epoch 240/500
225/225 [==============================] - 0s 965us/step - loss: 0.3925 - accuracy: 0.8375
Epoch 241/500
225/225 [==============================] - 0s 947us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 242/500
225/225 [==============================] - 0s 955us/step - loss: 0.3924 - accuracy: 0.8389
Epoch 243/500
225/225 [==============================] - 0s 929us/step - loss: 0.3925 - accuracy: 0.8394
Epoch 244/500
225/225 [==============================] - 0s 847us/step - loss: 0.3923 - accuracy: 0.8394
Epoch 245/500
225/225 [==============================] - 0s 874us/step - loss: 0.3924 - accuracy: 0.8382
Epoch 246/500
225/225 [==============================] - 0s 952us/step - loss: 0.3923 - accuracy: 0.8385
Epoch 247/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8381
Epoch 248/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3924 - accuracy: 0.8394
Epoch 249/500
225/225 [==============================] - 0s 866us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 250/500
225/225 [==============================] - 0s 819us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 251/500
225/225 [==============================] - 0s 858us/step - loss: 0.3920 - accuracy: 0.8389
Epoch 252/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8369
Epoch 253/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8390
Epoch 254/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8376
Epoch 255/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8382
Epoch 256/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8375
Epoch 257/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8383
Epoch 258/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8381
Epoch 259/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8386
Epoch 260/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8382
Epoch 261/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8386
Epoch 262/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8390
Epoch 263/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8381
Epoch 264/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8389
Epoch 265/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8390
Epoch 266/500
225/225 [==============================] - 0s 966us/step - loss: 0.3915 - accuracy: 0.8381
Epoch 267/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8396
Epoch 268/500
225/225 [==============================] - 0s 919us/step - loss: 0.3916 - accuracy: 0.8381
Epoch 269/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8378
Epoch 270/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8383
Epoch 271/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8378
Epoch 272/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8376
Epoch 273/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8374
Epoch 274/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8379
Epoch 275/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8378
Epoch 276/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8397
Epoch 277/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8381
Epoch 278/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8390
Epoch 279/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8397
Epoch 280/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3905 - accuracy: 0.8393
Epoch 281/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3906 - accuracy: 0.8386
Epoch 282/500
225/225 [==============================] - 0s 961us/step - loss: 0.3905 - accuracy: 0.8389
Epoch 283/500
225/225 [==============================] - 0s 929us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 284/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3903 - accuracy: 0.8400
Epoch 285/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3902 - accuracy: 0.8396
Epoch 286/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3902 - accuracy: 0.8379
Epoch 287/500
225/225 [==============================] - 0s 992us/step - loss: 0.3898 - accuracy: 0.8404
Epoch 288/500
225/225 [==============================] - 0s 947us/step - loss: 0.3898 - accuracy: 0.8381
Epoch 289/500
225/225 [==============================] - 0s 923us/step - loss: 0.3896 - accuracy: 0.8390
Epoch 290/500
225/225 [==============================] - 0s 925us/step - loss: 0.3896 - accuracy: 0.8411
Epoch 291/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3894 - accuracy: 0.8383
Epoch 292/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3892 - accuracy: 0.8400
Epoch 293/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3887 - accuracy: 0.8401
Epoch 294/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3887 - accuracy: 0.8396
Epoch 295/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8397
Epoch 296/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8400
Epoch 297/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8397
Epoch 298/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8397
Epoch 299/500
225/225 [==============================] - 0s 948us/step - loss: 0.3872 - accuracy: 0.8401
Epoch 300/500
225/225 [==============================] - 0s 952us/step - loss: 0.3873 - accuracy: 0.8401
Epoch 301/500
225/225 [==============================] - 0s 928us/step - loss: 0.3874 - accuracy: 0.8385
Epoch 302/500
225/225 [==============================] - 0s 924us/step - loss: 0.3870 - accuracy: 0.8388
Epoch 303/500
225/225 [==============================] - 0s 902us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 304/500
225/225 [==============================] - 0s 895us/step - loss: 0.3861 - accuracy: 0.8392
Epoch 305/500
225/225 [==============================] - 0s 879us/step - loss: 0.3859 - accuracy: 0.8396
Epoch 306/500
225/225 [==============================] - 0s 856us/step - loss: 0.3858 - accuracy: 0.8404
Epoch 307/500
225/225 [==============================] - 0s 886us/step - loss: 0.3857 - accuracy: 0.8401
Epoch 308/500
225/225 [==============================] - 0s 988us/step - loss: 0.3852 - accuracy: 0.8411
Epoch 309/500
225/225 [==============================] - 0s 987us/step - loss: 0.3851 - accuracy: 0.8406
Epoch 310/500
225/225 [==============================] - 0s 925us/step - loss: 0.3844 - accuracy: 0.8400
Epoch 311/500
225/225 [==============================] - 0s 941us/step - loss: 0.3845 - accuracy: 0.8408
Epoch 312/500
225/225 [==============================] - 0s 951us/step - loss: 0.3844 - accuracy: 0.8383
Epoch 313/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3839 - accuracy: 0.8407
Epoch 314/500
225/225 [==============================] - 0s 971us/step - loss: 0.3834 - accuracy: 0.8410
Epoch 315/500
225/225 [==============================] - 0s 912us/step - loss: 0.3832 - accuracy: 0.8393
Epoch 316/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3832 - accuracy: 0.8400
Epoch 317/500
225/225 [==============================] - 0s 990us/step - loss: 0.3824 - accuracy: 0.8417
Epoch 318/500
225/225 [==============================] - 0s 975us/step - loss: 0.3825 - accuracy: 0.8408
Epoch 319/500
225/225 [==============================] - 0s 895us/step - loss: 0.3818 - accuracy: 0.8406
Epoch 320/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3813 - accuracy: 0.8417
Epoch 321/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3809 - accuracy: 0.8411
Epoch 322/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3806 - accuracy: 0.8419
Epoch 323/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3802 - accuracy: 0.8413
Epoch 324/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3798 - accuracy: 0.8425
Epoch 325/500
225/225 [==============================] - 0s 958us/step - loss: 0.3795 - accuracy: 0.8418
Epoch 326/500
225/225 [==============================] - 0s 996us/step - loss: 0.3789 - accuracy: 0.8410
Epoch 327/500
225/225 [==============================] - 0s 899us/step - loss: 0.3792 - accuracy: 0.8431
Epoch 328/500
225/225 [==============================] - 0s 946us/step - loss: 0.3787 - accuracy: 0.8413
Epoch 329/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3789 - accuracy: 0.8425
Epoch 330/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3784 - accuracy: 0.8424
Epoch 331/500
225/225 [==============================] - 0s 920us/step - loss: 0.3778 - accuracy: 0.8415
Epoch 332/500
225/225 [==============================] - 0s 876us/step - loss: 0.3776 - accuracy: 0.8440
Epoch 333/500
225/225 [==============================] - 0s 880us/step - loss: 0.3775 - accuracy: 0.8422
Epoch 334/500
225/225 [==============================] - 0s 903us/step - loss: 0.3777 - accuracy: 0.84360s - loss: 0.3866 - accuracy: 0.
Epoch 335/500
225/225 [==============================] - 0s 903us/step - loss: 0.3768 - accuracy: 0.8431
Epoch 336/500
225/225 [==============================] - 0s 903us/step - loss: 0.3774 - accuracy: 0.8431
Epoch 337/500
225/225 [==============================] - 0s 853us/step - loss: 0.3770 - accuracy: 0.8421
Epoch 338/500
225/225 [==============================] - 0s 939us/step - loss: 0.3768 - accuracy: 0.8435
Epoch 339/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3762 - accuracy: 0.8426
Epoch 340/500
225/225 [==============================] - 0s 939us/step - loss: 0.3769 - accuracy: 0.8428
Epoch 341/500
225/225 [==============================] - 0s 872us/step - loss: 0.3762 - accuracy: 0.8425
Epoch 342/500
225/225 [==============================] - 0s 885us/step - loss: 0.3760 - accuracy: 0.8425
Epoch 343/500
225/225 [==============================] - 0s 883us/step - loss: 0.3758 - accuracy: 0.8439
Epoch 344/500
225/225 [==============================] - 0s 964us/step - loss: 0.3760 - accuracy: 0.8433
Epoch 345/500
225/225 [==============================] - 0s 938us/step - loss: 0.3756 - accuracy: 0.8426
Epoch 346/500
225/225 [==============================] - 0s 922us/step - loss: 0.3757 - accuracy: 0.8439
Epoch 347/500
225/225 [==============================] - 0s 878us/step - loss: 0.3752 - accuracy: 0.8428
Epoch 348/500
225/225 [==============================] - 0s 897us/step - loss: 0.3755 - accuracy: 0.8440
Epoch 349/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3754 - accuracy: 0.8435: 0s - loss: 0.3830 - accuracy
Epoch 350/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3752 - accuracy: 0.8439
Epoch 351/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3752 - accuracy: 0.8447
Epoch 352/500
225/225 [==============================] - 0s 908us/step - loss: 0.3753 - accuracy: 0.8433
Epoch 353/500
225/225 [==============================] - 0s 914us/step - loss: 0.3748 - accuracy: 0.8431
Epoch 354/500
225/225 [==============================] - 0s 913us/step - loss: 0.3748 - accuracy: 0.8421
Epoch 355/500
225/225 [==============================] - 0s 881us/step - loss: 0.3747 - accuracy: 0.8436
Epoch 356/500
225/225 [==============================] - 0s 962us/step - loss: 0.3746 - accuracy: 0.8442
Epoch 357/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3746 - accuracy: 0.8432
Epoch 358/500
225/225 [==============================] - 0s 888us/step - loss: 0.3740 - accuracy: 0.8447
Epoch 359/500
225/225 [==============================] - 0s 860us/step - loss: 0.3746 - accuracy: 0.8433
Epoch 360/500
225/225 [==============================] - 0s 863us/step - loss: 0.3742 - accuracy: 0.8431
Epoch 361/500
225/225 [==============================] - 0s 888us/step - loss: 0.3741 - accuracy: 0.8446
Epoch 362/500
225/225 [==============================] - 0s 893us/step - loss: 0.3744 - accuracy: 0.8433
Epoch 363/500
225/225 [==============================] - 0s 967us/step - loss: 0.3745 - accuracy: 0.8431
Epoch 364/500
225/225 [==============================] - 0s 920us/step - loss: 0.3744 - accuracy: 0.8432
Epoch 365/500
225/225 [==============================] - 0s 871us/step - loss: 0.3742 - accuracy: 0.8447
Epoch 366/500
225/225 [==============================] - 0s 947us/step - loss: 0.3742 - accuracy: 0.8432
Epoch 367/500
225/225 [==============================] - 0s 901us/step - loss: 0.3741 - accuracy: 0.8432
Epoch 368/500
225/225 [==============================] - 0s 952us/step - loss: 0.3742 - accuracy: 0.8432
Epoch 369/500
225/225 [==============================] - 0s 927us/step - loss: 0.3737 - accuracy: 0.8435
Epoch 370/500
225/225 [==============================] - 0s 867us/step - loss: 0.3739 - accuracy: 0.8438
Epoch 371/500
225/225 [==============================] - 0s 904us/step - loss: 0.3736 - accuracy: 0.8436
Epoch 372/500
225/225 [==============================] - 0s 887us/step - loss: 0.3736 - accuracy: 0.8429
Epoch 373/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3736 - accuracy: 0.8426
Epoch 374/500
225/225 [==============================] - 0s 976us/step - loss: 0.3739 - accuracy: 0.8450
Epoch 375/500
225/225 [==============================] - 0s 955us/step - loss: 0.3738 - accuracy: 0.8435
Epoch 376/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3737 - accuracy: 0.8429
Epoch 377/500
225/225 [==============================] - 0s 957us/step - loss: 0.3736 - accuracy: 0.8449
Epoch 378/500
225/225 [==============================] - 0s 937us/step - loss: 0.3734 - accuracy: 0.8444
Epoch 379/500
225/225 [==============================] - 0s 870us/step - loss: 0.3731 - accuracy: 0.8432
Epoch 380/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3735 - accuracy: 0.8419
Epoch 381/500
225/225 [==============================] - 0s 955us/step - loss: 0.3734 - accuracy: 0.8433
Epoch 382/500
225/225 [==============================] - 0s 949us/step - loss: 0.3731 - accuracy: 0.8438
Epoch 383/500
225/225 [==============================] - 0s 946us/step - loss: 0.3733 - accuracy: 0.8422
Epoch 384/500
225/225 [==============================] - 0s 928us/step - loss: 0.3731 - accuracy: 0.8443
Epoch 385/500
225/225 [==============================] - 0s 924us/step - loss: 0.3729 - accuracy: 0.8436
Epoch 386/500
225/225 [==============================] - 0s 941us/step - loss: 0.3728 - accuracy: 0.8446
Epoch 387/500
225/225 [==============================] - 0s 915us/step - loss: 0.3732 - accuracy: 0.8433
Epoch 388/500
225/225 [==============================] - 0s 864us/step - loss: 0.3732 - accuracy: 0.8440
Epoch 389/500
225/225 [==============================] - 0s 983us/step - loss: 0.3732 - accuracy: 0.8442
Epoch 390/500
225/225 [==============================] - 0s 920us/step - loss: 0.3732 - accuracy: 0.8444
Epoch 391/500
225/225 [==============================] - 0s 877us/step - loss: 0.3730 - accuracy: 0.8425
Epoch 392/500
225/225 [==============================] - 0s 960us/step - loss: 0.3732 - accuracy: 0.8438
Epoch 393/500
225/225 [==============================] - 0s 937us/step - loss: 0.3730 - accuracy: 0.8443
Epoch 394/500
225/225 [==============================] - 0s 860us/step - loss: 0.3729 - accuracy: 0.8442
Epoch 395/500
225/225 [==============================] - 0s 977us/step - loss: 0.3731 - accuracy: 0.8440
Epoch 396/500
225/225 [==============================] - 0s 969us/step - loss: 0.3733 - accuracy: 0.8454
Epoch 397/500
225/225 [==============================] - 0s 995us/step - loss: 0.3730 - accuracy: 0.8450
Epoch 398/500
225/225 [==============================] - 0s 922us/step - loss: 0.3732 - accuracy: 0.8435
Epoch 399/500
225/225 [==============================] - 0s 979us/step - loss: 0.3727 - accuracy: 0.8449
Epoch 400/500
225/225 [==============================] - 0s 919us/step - loss: 0.3727 - accuracy: 0.8431
Epoch 401/500
225/225 [==============================] - 0s 946us/step - loss: 0.3725 - accuracy: 0.8439
Epoch 402/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3726 - accuracy: 0.8440
Epoch 403/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3727 - accuracy: 0.8468
Epoch 404/500
225/225 [==============================] - 0s 916us/step - loss: 0.3730 - accuracy: 0.8453
Epoch 405/500
225/225 [==============================] - 0s 961us/step - loss: 0.3728 - accuracy: 0.8453
Epoch 406/500
225/225 [==============================] - 0s 936us/step - loss: 0.3727 - accuracy: 0.8435
Epoch 407/500
225/225 [==============================] - 0s 957us/step - loss: 0.3731 - accuracy: 0.8439
Epoch 408/500
225/225 [==============================] - 0s 956us/step - loss: 0.3727 - accuracy: 0.8446
Epoch 409/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3723 - accuracy: 0.8425
Epoch 410/500
225/225 [==============================] - 0s 988us/step - loss: 0.3727 - accuracy: 0.8436
Epoch 411/500
225/225 [==============================] - 0s 941us/step - loss: 0.3723 - accuracy: 0.8442
Epoch 412/500
225/225 [==============================] - 0s 934us/step - loss: 0.3725 - accuracy: 0.8442
Epoch 413/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3726 - accuracy: 0.8438
Epoch 414/500
225/225 [==============================] - 0s 984us/step - loss: 0.3727 - accuracy: 0.8444
Epoch 415/500
225/225 [==============================] - 0s 919us/step - loss: 0.3721 - accuracy: 0.8439
Epoch 416/500
225/225 [==============================] - 0s 923us/step - loss: 0.3722 - accuracy: 0.8449
Epoch 417/500
225/225 [==============================] - 0s 928us/step - loss: 0.3719 - accuracy: 0.8444
Epoch 418/500
225/225 [==============================] - 0s 890us/step - loss: 0.3725 - accuracy: 0.8444
Epoch 419/500
225/225 [==============================] - 0s 913us/step - loss: 0.3723 - accuracy: 0.8438
Epoch 420/500
225/225 [==============================] - 0s 928us/step - loss: 0.3722 - accuracy: 0.8439
Epoch 421/500
225/225 [==============================] - 0s 874us/step - loss: 0.3726 - accuracy: 0.8425
Epoch 422/500
225/225 [==============================] - 0s 967us/step - loss: 0.3723 - accuracy: 0.8421
Epoch 423/500
225/225 [==============================] - 0s 923us/step - loss: 0.3724 - accuracy: 0.8438
Epoch 424/500
225/225 [==============================] - 0s 877us/step - loss: 0.3719 - accuracy: 0.8432
Epoch 425/500
225/225 [==============================] - 0s 887us/step - loss: 0.3721 - accuracy: 0.8432
Epoch 426/500
225/225 [==============================] - 0s 933us/step - loss: 0.3719 - accuracy: 0.8429
Epoch 427/500
225/225 [==============================] - 0s 970us/step - loss: 0.3719 - accuracy: 0.8438
Epoch 428/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3725 - accuracy: 0.8439
Epoch 429/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3720 - accuracy: 0.8443
Epoch 430/500
225/225 [==============================] - ETA: 0s - loss: 0.3673 - accuracy: 0.84 - 0s 880us/step - loss: 0.3720 - accuracy: 0.8457
Epoch 431/500
225/225 [==============================] - 0s 941us/step - loss: 0.3718 - accuracy: 0.8444
Epoch 432/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3718 - accuracy: 0.8433
Epoch 433/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3718 - accuracy: 0.8438
Epoch 434/500
225/225 [==============================] - 0s 920us/step - loss: 0.3720 - accuracy: 0.8435
Epoch 435/500
225/225 [==============================] - 0s 935us/step - loss: 0.3715 - accuracy: 0.8436
Epoch 436/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3714 - accuracy: 0.8446
Epoch 437/500
225/225 [==============================] - 0s 936us/step - loss: 0.3719 - accuracy: 0.8446
Epoch 438/500
225/225 [==============================] - 0s 961us/step - loss: 0.3719 - accuracy: 0.8439
Epoch 439/500
225/225 [==============================] - 0s 888us/step - loss: 0.3713 - accuracy: 0.8439
Epoch 440/500
225/225 [==============================] - 0s 936us/step - loss: 0.3719 - accuracy: 0.8431
Epoch 441/500
225/225 [==============================] - 0s 965us/step - loss: 0.3719 - accuracy: 0.8432
Epoch 442/500
225/225 [==============================] - 0s 935us/step - loss: 0.3714 - accuracy: 0.8431
Epoch 443/500
225/225 [==============================] - 0s 928us/step - loss: 0.3718 - accuracy: 0.8447
Epoch 444/500
225/225 [==============================] - 0s 960us/step - loss: 0.3716 - accuracy: 0.8429
Epoch 445/500
225/225 [==============================] - 0s 921us/step - loss: 0.3721 - accuracy: 0.8439
Epoch 446/500
225/225 [==============================] - 0s 926us/step - loss: 0.3713 - accuracy: 0.8432
Epoch 447/500
225/225 [==============================] - 0s 967us/step - loss: 0.3719 - accuracy: 0.8444
Epoch 448/500
225/225 [==============================] - 0s 935us/step - loss: 0.3717 - accuracy: 0.8446
Epoch 449/500
225/225 [==============================] - 0s 891us/step - loss: 0.3714 - accuracy: 0.8440
Epoch 450/500
225/225 [==============================] - 0s 889us/step - loss: 0.3713 - accuracy: 0.8454
Epoch 451/500
225/225 [==============================] - 0s 981us/step - loss: 0.3713 - accuracy: 0.8442
Epoch 452/500
225/225 [==============================] - 0s 970us/step - loss: 0.3712 - accuracy: 0.8460
Epoch 453/500
225/225 [==============================] - 0s 895us/step - loss: 0.3710 - accuracy: 0.8433
Epoch 454/500
225/225 [==============================] - 0s 928us/step - loss: 0.3713 - accuracy: 0.8447
Epoch 455/500
225/225 [==============================] - 0s 875us/step - loss: 0.3712 - accuracy: 0.8422
Epoch 456/500
225/225 [==============================] - 0s 939us/step - loss: 0.3714 - accuracy: 0.8425
Epoch 457/500
225/225 [==============================] - 0s 968us/step - loss: 0.3710 - accuracy: 0.8439
Epoch 458/500
225/225 [==============================] - 0s 952us/step - loss: 0.3711 - accuracy: 0.8456
Epoch 459/500
225/225 [==============================] - 0s 893us/step - loss: 0.3712 - accuracy: 0.8431
Epoch 460/500
225/225 [==============================] - 0s 890us/step - loss: 0.3711 - accuracy: 0.8443
Epoch 461/500
225/225 [==============================] - 0s 934us/step - loss: 0.3714 - accuracy: 0.8449
Epoch 462/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3708 - accuracy: 0.8436
Epoch 463/500
225/225 [==============================] - 0s 910us/step - loss: 0.3710 - accuracy: 0.8424
Epoch 464/500
225/225 [==============================] - 0s 932us/step - loss: 0.3708 - accuracy: 0.8450
Epoch 465/500
225/225 [==============================] - 0s 935us/step - loss: 0.3710 - accuracy: 0.8446
Epoch 466/500
225/225 [==============================] - 0s 937us/step - loss: 0.3710 - accuracy: 0.8442
Epoch 467/500
225/225 [==============================] - 0s 882us/step - loss: 0.3707 - accuracy: 0.8440
Epoch 468/500
225/225 [==============================] - 0s 886us/step - loss: 0.3714 - accuracy: 0.8446
Epoch 469/500
225/225 [==============================] - 0s 973us/step - loss: 0.3710 - accuracy: 0.8429
Epoch 470/500
225/225 [==============================] - 0s 931us/step - loss: 0.3704 - accuracy: 0.8453
Epoch 471/500
225/225 [==============================] - 0s 959us/step - loss: 0.3710 - accuracy: 0.8458
Epoch 472/500
225/225 [==============================] - 0s 906us/step - loss: 0.3713 - accuracy: 0.8426
Epoch 473/500
225/225 [==============================] - 0s 893us/step - loss: 0.3712 - accuracy: 0.8446
Epoch 474/500
225/225 [==============================] - 0s 942us/step - loss: 0.3707 - accuracy: 0.8439
Epoch 475/500
225/225 [==============================] - 0s 924us/step - loss: 0.3707 - accuracy: 0.8442
Epoch 476/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3705 - accuracy: 0.8456
Epoch 477/500
225/225 [==============================] - 0s 954us/step - loss: 0.3708 - accuracy: 0.8438
Epoch 478/500
225/225 [==============================] - 0s 966us/step - loss: 0.3708 - accuracy: 0.8439
Epoch 479/500
225/225 [==============================] - 0s 912us/step - loss: 0.3712 - accuracy: 0.8435
Epoch 480/500
225/225 [==============================] - 0s 935us/step - loss: 0.3708 - accuracy: 0.8447
Epoch 481/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3710 - accuracy: 0.8446
Epoch 482/500
225/225 [==============================] - 0s 931us/step - loss: 0.3707 - accuracy: 0.8432
Epoch 483/500
225/225 [==============================] - 0s 932us/step - loss: 0.3715 - accuracy: 0.8446
Epoch 484/500
225/225 [==============================] - 0s 924us/step - loss: 0.3703 - accuracy: 0.8444
Epoch 485/500
225/225 [==============================] - 0s 990us/step - loss: 0.3707 - accuracy: 0.8447
Epoch 486/500
225/225 [==============================] - 0s 912us/step - loss: 0.3709 - accuracy: 0.8444
Epoch 487/500
225/225 [==============================] - 0s 974us/step - loss: 0.3707 - accuracy: 0.8435
Epoch 488/500
225/225 [==============================] - 0s 954us/step - loss: 0.3707 - accuracy: 0.8450
Epoch 489/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3709 - accuracy: 0.8453
Epoch 490/500
225/225 [==============================] - 0s 950us/step - loss: 0.3700 - accuracy: 0.8461
Epoch 491/500
225/225 [==============================] - 0s 931us/step - loss: 0.3708 - accuracy: 0.8453
Epoch 492/500
225/225 [==============================] - 0s 939us/step - loss: 0.3704 - accuracy: 0.8464
Epoch 493/500
225/225 [==============================] - 0s 906us/step - loss: 0.3708 - accuracy: 0.8451
Epoch 494/500
225/225 [==============================] - 0s 980us/step - loss: 0.3709 - accuracy: 0.8451
Epoch 495/500
225/225 [==============================] - 0s 946us/step - loss: 0.3704 - accuracy: 0.8442
Epoch 496/500
225/225 [==============================] - 0s 923us/step - loss: 0.3702 - accuracy: 0.8440
Epoch 497/500
225/225 [==============================] - 0s 973us/step - loss: 0.3710 - accuracy: 0.8444
Epoch 498/500
225/225 [==============================] - 0s 935us/step - loss: 0.3704 - accuracy: 0.8458
Epoch 499/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3707 - accuracy: 0.8449
Epoch 500/500
225/225 [==============================] - 0s 957us/step - loss: 0.3703 - accuracy: 0.8450
Epoch 1/500
225/225 [==============================] - 0s 931us/step - loss: 0.5977 - accuracy: 0.7947
Epoch 2/500
225/225 [==============================] - 0s 966us/step - loss: 0.4479 - accuracy: 0.7953
Epoch 3/500
225/225 [==============================] - 0s 939us/step - loss: 0.4378 - accuracy: 0.7953
Epoch 4/500
225/225 [==============================] - 0s 931us/step - loss: 0.4345 - accuracy: 0.7953
Epoch 5/500
225/225 [==============================] - 0s 935us/step - loss: 0.4323 - accuracy: 0.7953
Epoch 6/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4306 - accuracy: 0.7953
Epoch 7/500
225/225 [==============================] - 0s 864us/step - loss: 0.4288 - accuracy: 0.7953
Epoch 8/500
225/225 [==============================] - 0s 917us/step - loss: 0.4267 - accuracy: 0.7953
Epoch 9/500
225/225 [==============================] - 0s 917us/step - loss: 0.4245 - accuracy: 0.8015
Epoch 10/500
225/225 [==============================] - 0s 888us/step - loss: 0.4227 - accuracy: 0.8183
Epoch 11/500
225/225 [==============================] - 0s 873us/step - loss: 0.4212 - accuracy: 0.8204
Epoch 12/500
225/225 [==============================] - 0s 957us/step - loss: 0.4200 - accuracy: 0.8231
Epoch 13/500
225/225 [==============================] - 0s 930us/step - loss: 0.4188 - accuracy: 0.8235
Epoch 14/500
225/225 [==============================] - 0s 910us/step - loss: 0.4179 - accuracy: 0.8243
Epoch 15/500
225/225 [==============================] - 0s 967us/step - loss: 0.4168 - accuracy: 0.8268
Epoch 16/500
225/225 [==============================] - 0s 913us/step - loss: 0.4160 - accuracy: 0.8282
Epoch 17/500
225/225 [==============================] - 0s 930us/step - loss: 0.4150 - accuracy: 0.8279
Epoch 18/500
225/225 [==============================] - 0s 918us/step - loss: 0.4141 - accuracy: 0.8300
Epoch 19/500
225/225 [==============================] - 0s 959us/step - loss: 0.4134 - accuracy: 0.8315
Epoch 20/500
225/225 [==============================] - 0s 961us/step - loss: 0.4123 - accuracy: 0.8329
Epoch 21/500
225/225 [==============================] - 0s 929us/step - loss: 0.4120 - accuracy: 0.8319
Epoch 22/500
225/225 [==============================] - 0s 926us/step - loss: 0.4107 - accuracy: 0.8326
Epoch 23/500
225/225 [==============================] - 0s 912us/step - loss: 0.4100 - accuracy: 0.8319
Epoch 24/500
225/225 [==============================] - 0s 884us/step - loss: 0.4089 - accuracy: 0.8331
Epoch 25/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4085 - accuracy: 0.8342
Epoch 26/500
225/225 [==============================] - 0s 871us/step - loss: 0.4079 - accuracy: 0.8347
Epoch 27/500
225/225 [==============================] - 0s 905us/step - loss: 0.4073 - accuracy: 0.8358
Epoch 28/500
225/225 [==============================] - 0s 892us/step - loss: 0.4066 - accuracy: 0.8353
Epoch 29/500
225/225 [==============================] - 0s 878us/step - loss: 0.4060 - accuracy: 0.8357
Epoch 30/500
225/225 [==============================] - 0s 936us/step - loss: 0.4057 - accuracy: 0.8350
Epoch 31/500
225/225 [==============================] - 0s 993us/step - loss: 0.4051 - accuracy: 0.8354
Epoch 32/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4049 - accuracy: 0.8361
Epoch 33/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4047 - accuracy: 0.8361
Epoch 34/500
225/225 [==============================] - 0s 902us/step - loss: 0.4041 - accuracy: 0.8357
Epoch 35/500
225/225 [==============================] - 0s 920us/step - loss: 0.4037 - accuracy: 0.8363
Epoch 36/500
225/225 [==============================] - 0s 859us/step - loss: 0.4038 - accuracy: 0.8363
Epoch 37/500
225/225 [==============================] - 0s 978us/step - loss: 0.4035 - accuracy: 0.8363
Epoch 38/500
225/225 [==============================] - 0s 988us/step - loss: 0.4033 - accuracy: 0.8360
Epoch 39/500
225/225 [==============================] - 0s 997us/step - loss: 0.4028 - accuracy: 0.8363
Epoch 40/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4026 - accuracy: 0.8357
Epoch 41/500
225/225 [==============================] - 0s 950us/step - loss: 0.4023 - accuracy: 0.8361
Epoch 42/500
225/225 [==============================] - 0s 938us/step - loss: 0.4023 - accuracy: 0.8356
Epoch 43/500
225/225 [==============================] - 0s 949us/step - loss: 0.4020 - accuracy: 0.8360
Epoch 44/500
225/225 [==============================] - 0s 925us/step - loss: 0.4017 - accuracy: 0.8364
Epoch 45/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4017 - accuracy: 0.8375
Epoch 46/500
225/225 [==============================] - 0s 884us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 47/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8365
Epoch 48/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8375
Epoch 49/500
225/225 [==============================] - 0s 954us/step - loss: 0.4009 - accuracy: 0.8363
Epoch 50/500
225/225 [==============================] - 0s 924us/step - loss: 0.4005 - accuracy: 0.8374
Epoch 51/500
225/225 [==============================] - 0s 857us/step - loss: 0.4006 - accuracy: 0.8375
Epoch 52/500
225/225 [==============================] - 0s 992us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 53/500
225/225 [==============================] - 0s 955us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 54/500
225/225 [==============================] - 0s 935us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 55/500
225/225 [==============================] - 0s 941us/step - loss: 0.4002 - accuracy: 0.8382
Epoch 56/500
225/225 [==============================] - 0s 941us/step - loss: 0.3998 - accuracy: 0.8368
Epoch 57/500
225/225 [==============================] - 0s 965us/step - loss: 0.4000 - accuracy: 0.8376
Epoch 58/500
225/225 [==============================] - 0s 953us/step - loss: 0.4000 - accuracy: 0.8371
Epoch 59/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8371
Epoch 60/500
225/225 [==============================] - 0s 891us/step - loss: 0.3997 - accuracy: 0.8358
Epoch 61/500
225/225 [==============================] - 0s 959us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 62/500
225/225 [==============================] - 0s 967us/step - loss: 0.3995 - accuracy: 0.8368
Epoch 63/500
225/225 [==============================] - 0s 939us/step - loss: 0.3996 - accuracy: 0.8364
Epoch 64/500
225/225 [==============================] - 0s 958us/step - loss: 0.3994 - accuracy: 0.8363
Epoch 65/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8367
Epoch 66/500
225/225 [==============================] - 0s 939us/step - loss: 0.3992 - accuracy: 0.8365
Epoch 67/500
225/225 [==============================] - 0s 883us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 68/500
225/225 [==============================] - 0s 901us/step - loss: 0.3993 - accuracy: 0.8368
Epoch 69/500
225/225 [==============================] - 0s 919us/step - loss: 0.3991 - accuracy: 0.8361
Epoch 70/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8365
Epoch 71/500
225/225 [==============================] - 0s 953us/step - loss: 0.3987 - accuracy: 0.8371
Epoch 72/500
225/225 [==============================] - 0s 980us/step - loss: 0.3990 - accuracy: 0.8361
Epoch 73/500
225/225 [==============================] - 0s 912us/step - loss: 0.3990 - accuracy: 0.8367
Epoch 74/500
225/225 [==============================] - 0s 866us/step - loss: 0.3987 - accuracy: 0.8364
Epoch 75/500
225/225 [==============================] - 0s 921us/step - loss: 0.3985 - accuracy: 0.8371
Epoch 76/500
225/225 [==============================] - 0s 937us/step - loss: 0.3985 - accuracy: 0.83680s - loss: 0.3987 - accuracy: 0.83
Epoch 77/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8369
Epoch 78/500
225/225 [==============================] - 0s 894us/step - loss: 0.3985 - accuracy: 0.8369
Epoch 79/500
225/225 [==============================] - 0s 958us/step - loss: 0.3986 - accuracy: 0.8374
Epoch 80/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8381
Epoch 81/500
225/225 [==============================] - 0s 905us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 82/500
225/225 [==============================] - 0s 919us/step - loss: 0.3984 - accuracy: 0.8364
Epoch 83/500
225/225 [==============================] - 0s 879us/step - loss: 0.3983 - accuracy: 0.8365
Epoch 84/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8360
Epoch 85/500
225/225 [==============================] - 0s 902us/step - loss: 0.3982 - accuracy: 0.8375
Epoch 86/500
225/225 [==============================] - 0s 961us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 87/500
225/225 [==============================] - 0s 920us/step - loss: 0.3982 - accuracy: 0.8365
Epoch 88/500
225/225 [==============================] - 0s 967us/step - loss: 0.3980 - accuracy: 0.8379
Epoch 89/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8368
Epoch 90/500
225/225 [==============================] - 0s 939us/step - loss: 0.3980 - accuracy: 0.8375
Epoch 91/500
225/225 [==============================] - 0s 1000us/step - loss: 0.3980 - accuracy: 0.8374
Epoch 92/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8369
Epoch 93/500
225/225 [==============================] - 0s 973us/step - loss: 0.3980 - accuracy: 0.8382
Epoch 94/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8376
Epoch 95/500
225/225 [==============================] - 0s 930us/step - loss: 0.3979 - accuracy: 0.8365
Epoch 96/500
225/225 [==============================] - 0s 942us/step - loss: 0.3977 - accuracy: 0.8379
Epoch 97/500
225/225 [==============================] - 0s 882us/step - loss: 0.3976 - accuracy: 0.8381
Epoch 98/500
225/225 [==============================] - 0s 928us/step - loss: 0.3980 - accuracy: 0.8372
Epoch 99/500
225/225 [==============================] - 0s 879us/step - loss: 0.3975 - accuracy: 0.8367
Epoch 100/500
225/225 [==============================] - 0s 970us/step - loss: 0.3976 - accuracy: 0.83820s - loss: 0.3890 - accuracy
Epoch 101/500
225/225 [==============================] - 0s 871us/step - loss: 0.3980 - accuracy: 0.8375
Epoch 102/500
225/225 [==============================] - 0s 874us/step - loss: 0.3976 - accuracy: 0.8381
Epoch 103/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8382
Epoch 104/500
225/225 [==============================] - 0s 879us/step - loss: 0.3973 - accuracy: 0.8358
Epoch 105/500
225/225 [==============================] - 0s 887us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 106/500
225/225 [==============================] - 0s 926us/step - loss: 0.3976 - accuracy: 0.8374
Epoch 107/500
225/225 [==============================] - 0s 841us/step - loss: 0.3975 - accuracy: 0.8372
Epoch 108/500
225/225 [==============================] - 0s 968us/step - loss: 0.3975 - accuracy: 0.8369
Epoch 109/500
225/225 [==============================] - 0s 933us/step - loss: 0.3974 - accuracy: 0.8388
Epoch 110/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8369
Epoch 111/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8386
Epoch 112/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8379
Epoch 113/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8379
Epoch 114/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3975 - accuracy: 0.8386
Epoch 115/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8363
Epoch 116/500
225/225 [==============================] - 0s 993us/step - loss: 0.3974 - accuracy: 0.8379
Epoch 117/500
225/225 [==============================] - 0s 928us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 118/500
225/225 [==============================] - 0s 989us/step - loss: 0.3973 - accuracy: 0.8371
Epoch 119/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3973 - accuracy: 0.8392
Epoch 120/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3969 - accuracy: 0.8399
Epoch 121/500
225/225 [==============================] - 0s 976us/step - loss: 0.3968 - accuracy: 0.8378
Epoch 122/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8369
Epoch 123/500
225/225 [==============================] - 0s 979us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 124/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8381
Epoch 125/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8371
Epoch 126/500
225/225 [==============================] - 0s 917us/step - loss: 0.3967 - accuracy: 0.8371
Epoch 127/500
225/225 [==============================] - 0s 923us/step - loss: 0.3966 - accuracy: 0.8379
Epoch 128/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3969 - accuracy: 0.8376
Epoch 129/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8369
Epoch 130/500
225/225 [==============================] - 0s 889us/step - loss: 0.3962 - accuracy: 0.8378
Epoch 131/500
225/225 [==============================] - 0s 890us/step - loss: 0.3963 - accuracy: 0.8385
Epoch 132/500
225/225 [==============================] - 0s 894us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 133/500
225/225 [==============================] - 0s 987us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 134/500
225/225 [==============================] - 0s 933us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 135/500
225/225 [==============================] - 0s 909us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 136/500
225/225 [==============================] - 0s 906us/step - loss: 0.3960 - accuracy: 0.8369
Epoch 137/500
225/225 [==============================] - 0s 969us/step - loss: 0.3960 - accuracy: 0.83690s - loss: 0.3921 - accuracy: 0.
Epoch 138/500
225/225 [==============================] - 0s 959us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 139/500
225/225 [==============================] - 0s 961us/step - loss: 0.3957 - accuracy: 0.8376
Epoch 140/500
225/225 [==============================] - 0s 979us/step - loss: 0.3957 - accuracy: 0.8363
Epoch 141/500
225/225 [==============================] - 0s 934us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 142/500
225/225 [==============================] - 0s 912us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 143/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8361
Epoch 144/500
225/225 [==============================] - 0s 952us/step - loss: 0.3959 - accuracy: 0.8388
Epoch 145/500
225/225 [==============================] - 0s 919us/step - loss: 0.3957 - accuracy: 0.8364
Epoch 146/500
225/225 [==============================] - 0s 930us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 147/500
225/225 [==============================] - 0s 973us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 148/500
225/225 [==============================] - 0s 927us/step - loss: 0.3956 - accuracy: 0.8382
Epoch 149/500
225/225 [==============================] - 0s 942us/step - loss: 0.3957 - accuracy: 0.8386
Epoch 150/500
225/225 [==============================] - 0s 959us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 151/500
225/225 [==============================] - 0s 904us/step - loss: 0.3953 - accuracy: 0.8369
Epoch 152/500
225/225 [==============================] - 0s 973us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 153/500
225/225 [==============================] - 0s 941us/step - loss: 0.3955 - accuracy: 0.8360
Epoch 154/500
225/225 [==============================] - 0s 935us/step - loss: 0.3955 - accuracy: 0.8372
Epoch 155/500
225/225 [==============================] - 0s 956us/step - loss: 0.3953 - accuracy: 0.8371
Epoch 156/500
225/225 [==============================] - 0s 980us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 157/500
225/225 [==============================] - 0s 932us/step - loss: 0.3957 - accuracy: 0.8375
Epoch 158/500
225/225 [==============================] - 0s 915us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 159/500
225/225 [==============================] - 0s 883us/step - loss: 0.3955 - accuracy: 0.8354
Epoch 160/500
225/225 [==============================] - 0s 889us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 161/500
225/225 [==============================] - 0s 948us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 162/500
225/225 [==============================] - 0s 980us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 163/500
225/225 [==============================] - 0s 912us/step - loss: 0.3955 - accuracy: 0.8364
Epoch 164/500
225/225 [==============================] - 0s 886us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 165/500
225/225 [==============================] - 0s 863us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 166/500
225/225 [==============================] - 0s 952us/step - loss: 0.3951 - accuracy: 0.8374
Epoch 167/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8369
Epoch 168/500
225/225 [==============================] - 0s 899us/step - loss: 0.3954 - accuracy: 0.8357
Epoch 169/500
225/225 [==============================] - 0s 914us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 170/500
225/225 [==============================] - 0s 985us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 171/500
225/225 [==============================] - 0s 921us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 172/500
225/225 [==============================] - 0s 920us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 173/500
225/225 [==============================] - 0s 889us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 174/500
225/225 [==============================] - 0s 913us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 175/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8375
Epoch 176/500
225/225 [==============================] - 0s 928us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 177/500
225/225 [==============================] - 0s 933us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 178/500
225/225 [==============================] - 0s 925us/step - loss: 0.3957 - accuracy: 0.8371
Epoch 179/500
225/225 [==============================] - 0s 909us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 180/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8376
Epoch 181/500
225/225 [==============================] - 0s 943us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 182/500
225/225 [==============================] - 0s 926us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 183/500
225/225 [==============================] - 0s 959us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 184/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8371
Epoch 185/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8372
Epoch 186/500
225/225 [==============================] - 0s 936us/step - loss: 0.3956 - accuracy: 0.8369
Epoch 187/500
225/225 [==============================] - 0s 909us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 188/500
225/225 [==============================] - 0s 951us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 189/500
225/225 [==============================] - 0s 976us/step - loss: 0.3953 - accuracy: 0.8363
Epoch 190/500
225/225 [==============================] - 0s 939us/step - loss: 0.3950 - accuracy: 0.8365
Epoch 191/500
225/225 [==============================] - 0s 926us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 192/500
225/225 [==============================] - 0s 965us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 193/500
225/225 [==============================] - 0s 979us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 194/500
225/225 [==============================] - 0s 914us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 195/500
225/225 [==============================] - 0s 930us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 196/500
225/225 [==============================] - 0s 872us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 197/500
225/225 [==============================] - 0s 968us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 198/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3953 - accuracy: 0.8375
Epoch 199/500
225/225 [==============================] - 0s 939us/step - loss: 0.3951 - accuracy: 0.8361
Epoch 200/500
225/225 [==============================] - 0s 920us/step - loss: 0.3949 - accuracy: 0.8372
Epoch 201/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8371
Epoch 202/500
225/225 [==============================] - 0s 982us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 203/500
225/225 [==============================] - 0s 918us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 204/500
225/225 [==============================] - 0s 916us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 205/500
225/225 [==============================] - 0s 877us/step - loss: 0.3950 - accuracy: 0.8365
Epoch 206/500
225/225 [==============================] - 0s 897us/step - loss: 0.3951 - accuracy: 0.8369
Epoch 207/500
225/225 [==============================] - 0s 886us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 208/500
225/225 [==============================] - 0s 939us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 209/500
225/225 [==============================] - 0s 950us/step - loss: 0.3951 - accuracy: 0.8374
Epoch 210/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8385
Epoch 211/500
225/225 [==============================] - 0s 954us/step - loss: 0.3951 - accuracy: 0.8371
Epoch 212/500
225/225 [==============================] - 0s 918us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 213/500
225/225 [==============================] - 0s 957us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 214/500
225/225 [==============================] - 0s 929us/step - loss: 0.3948 - accuracy: 0.8368
Epoch 215/500
225/225 [==============================] - 0s 959us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 216/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8376
Epoch 217/500
225/225 [==============================] - 0s 925us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 218/500
225/225 [==============================] - 0s 947us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 219/500
225/225 [==============================] - 0s 956us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 220/500
225/225 [==============================] - 0s 960us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 221/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8376
Epoch 222/500
225/225 [==============================] - 0s 946us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 223/500
225/225 [==============================] - 0s 918us/step - loss: 0.3949 - accuracy: 0.8374
Epoch 224/500
225/225 [==============================] - 0s 936us/step - loss: 0.3948 - accuracy: 0.8367
Epoch 225/500
225/225 [==============================] - 0s 966us/step - loss: 0.3949 - accuracy: 0.8369
Epoch 226/500
225/225 [==============================] - 0s 906us/step - loss: 0.3951 - accuracy: 0.8363
Epoch 227/500
225/225 [==============================] - 0s 880us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 228/500
225/225 [==============================] - 0s 878us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 229/500
225/225 [==============================] - 0s 894us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 230/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8374
Epoch 231/500
225/225 [==============================] - 0s 926us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 232/500
225/225 [==============================] - 0s 940us/step - loss: 0.3948 - accuracy: 0.8374
Epoch 233/500
225/225 [==============================] - 0s 924us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 234/500
225/225 [==============================] - 0s 946us/step - loss: 0.3952 - accuracy: 0.8374
Epoch 235/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8376
Epoch 236/500
225/225 [==============================] - 0s 964us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 237/500
225/225 [==============================] - 0s 926us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 238/500
225/225 [==============================] - 0s 879us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 239/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8361
Epoch 240/500
225/225 [==============================] - 0s 889us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 241/500
225/225 [==============================] - 0s 876us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 242/500
225/225 [==============================] - 0s 930us/step - loss: 0.3947 - accuracy: 0.8364
Epoch 243/500
225/225 [==============================] - 0s 874us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 244/500
225/225 [==============================] - 0s 977us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 245/500
225/225 [==============================] - 0s 944us/step - loss: 0.3949 - accuracy: 0.8367
Epoch 246/500
225/225 [==============================] - 0s 888us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 247/500
225/225 [==============================] - 0s 915us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 248/500
225/225 [==============================] - 0s 893us/step - loss: 0.3946 - accuracy: 0.8358
Epoch 249/500
225/225 [==============================] - 0s 981us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 250/500
225/225 [==============================] - 0s 909us/step - loss: 0.3951 - accuracy: 0.8371
Epoch 251/500
225/225 [==============================] - 0s 880us/step - loss: 0.3948 - accuracy: 0.8374
Epoch 252/500
225/225 [==============================] - 0s 882us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 253/500
225/225 [==============================] - 0s 938us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 254/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8375
Epoch 255/500
225/225 [==============================] - 0s 946us/step - loss: 0.3949 - accuracy: 0.8360
Epoch 256/500
225/225 [==============================] - 0s 913us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 257/500
225/225 [==============================] - 0s 902us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 258/500
225/225 [==============================] - 0s 959us/step - loss: 0.3951 - accuracy: 0.8371
Epoch 259/500
225/225 [==============================] - 0s 929us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 260/500
225/225 [==============================] - 0s 934us/step - loss: 0.3948 - accuracy: 0.8367
Epoch 261/500
225/225 [==============================] - 0s 912us/step - loss: 0.3948 - accuracy: 0.8369
Epoch 262/500
225/225 [==============================] - 0s 872us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 263/500
225/225 [==============================] - 0s 966us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 264/500
225/225 [==============================] - 0s 930us/step - loss: 0.3949 - accuracy: 0.8369
Epoch 265/500
225/225 [==============================] - 0s 937us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 266/500
225/225 [==============================] - 0s 926us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 267/500
225/225 [==============================] - 0s 874us/step - loss: 0.3949 - accuracy: 0.8374
Epoch 268/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8365
Epoch 269/500
225/225 [==============================] - 0s 915us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 270/500
225/225 [==============================] - 0s 914us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 271/500
225/225 [==============================] - 0s 941us/step - loss: 0.3950 - accuracy: 0.8368
Epoch 272/500
225/225 [==============================] - 0s 976us/step - loss: 0.3945 - accuracy: 0.8371
Epoch 273/500
225/225 [==============================] - 0s 907us/step - loss: 0.3946 - accuracy: 0.8356
Epoch 274/500
225/225 [==============================] - 0s 879us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 275/500
225/225 [==============================] - 0s 889us/step - loss: 0.3945 - accuracy: 0.8353
Epoch 276/500
225/225 [==============================] - 0s 925us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 277/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8357
Epoch 278/500
225/225 [==============================] - 0s 916us/step - loss: 0.3945 - accuracy: 0.8367
Epoch 279/500
225/225 [==============================] - 0s 892us/step - loss: 0.3943 - accuracy: 0.8367
Epoch 280/500
225/225 [==============================] - 0s 879us/step - loss: 0.3948 - accuracy: 0.8369
Epoch 281/500
225/225 [==============================] - 0s 875us/step - loss: 0.3947 - accuracy: 0.8365
Epoch 282/500
225/225 [==============================] - 0s 967us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 283/500
225/225 [==============================] - 0s 922us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 284/500
225/225 [==============================] - 0s 906us/step - loss: 0.3944 - accuracy: 0.8371
Epoch 285/500
225/225 [==============================] - 0s 946us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 286/500
225/225 [==============================] - 0s 930us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 287/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3949 - accuracy: 0.8361
Epoch 288/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3946 - accuracy: 0.8375
Epoch 289/500
225/225 [==============================] - 0s 782us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 290/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8372
Epoch 291/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8365
Epoch 292/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3947 - accuracy: 0.8371
Epoch 293/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8365
Epoch 294/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8374
Epoch 295/500
225/225 [==============================] - 0s 978us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 296/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8372
Epoch 297/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8353
Epoch 298/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8361
Epoch 299/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8381
Epoch 300/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8349
Epoch 301/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8368: 0s - loss: 0.3947 - accuracy: 0.83
Epoch 302/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8365
Epoch 303/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8368
Epoch 304/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8375
Epoch 305/500
225/225 [==============================] - 0s 994us/step - loss: 0.3945 - accuracy: 0.8374
Epoch 306/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8375
Epoch 307/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8367
Epoch 308/500
225/225 [==============================] - 0s 965us/step - loss: 0.3948 - accuracy: 0.8375
Epoch 309/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8374
Epoch 310/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8368
Epoch 311/500
225/225 [==============================] - 0s 997us/step - loss: 0.3947 - accuracy: 0.8363
Epoch 312/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8367
Epoch 313/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8367
Epoch 314/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8364
Epoch 315/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8368
Epoch 316/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8360
Epoch 317/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8354
Epoch 318/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8367
Epoch 319/500
225/225 [==============================] - 0s 999us/step - loss: 0.3945 - accuracy: 0.8361
Epoch 320/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8367
Epoch 321/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8364
Epoch 322/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8350
Epoch 323/500
225/225 [==============================] - 0s 925us/step - loss: 0.3944 - accuracy: 0.8360
Epoch 324/500
225/225 [==============================] - 0s 893us/step - loss: 0.3947 - accuracy: 0.8360
Epoch 325/500
225/225 [==============================] - 0s 963us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 326/500
225/225 [==============================] - 0s 939us/step - loss: 0.3945 - accuracy: 0.8368
Epoch 327/500
225/225 [==============================] - 0s 997us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 328/500
225/225 [==============================] - 0s 908us/step - loss: 0.3946 - accuracy: 0.8372
Epoch 329/500
225/225 [==============================] - 0s 938us/step - loss: 0.3945 - accuracy: 0.8368
Epoch 330/500
225/225 [==============================] - 0s 899us/step - loss: 0.3946 - accuracy: 0.8363
Epoch 331/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8364
Epoch 332/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8376
Epoch 333/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8376
Epoch 334/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8375
Epoch 335/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8364
Epoch 336/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8368
Epoch 337/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8369
Epoch 338/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8368
Epoch 339/500
225/225 [==============================] - 0s 933us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 340/500
225/225 [==============================] - 0s 890us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 341/500
225/225 [==============================] - 0s 872us/step - loss: 0.3945 - accuracy: 0.8369
Epoch 342/500
225/225 [==============================] - 0s 895us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 343/500
225/225 [==============================] - 0s 942us/step - loss: 0.3946 - accuracy: 0.8357
Epoch 344/500
225/225 [==============================] - 0s 891us/step - loss: 0.3946 - accuracy: 0.8372
Epoch 345/500
225/225 [==============================] - 0s 842us/step - loss: 0.3944 - accuracy: 0.8376
Epoch 346/500
225/225 [==============================] - 0s 884us/step - loss: 0.3947 - accuracy: 0.8363
Epoch 347/500
225/225 [==============================] - 0s 886us/step - loss: 0.3942 - accuracy: 0.8364
Epoch 348/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3942 - accuracy: 0.8363
Epoch 349/500
225/225 [==============================] - 0s 904us/step - loss: 0.3945 - accuracy: 0.8357
Epoch 350/500
225/225 [==============================] - 0s 860us/step - loss: 0.3945 - accuracy: 0.8372
Epoch 351/500
225/225 [==============================] - 0s 916us/step - loss: 0.3945 - accuracy: 0.8353
Epoch 352/500
225/225 [==============================] - 0s 887us/step - loss: 0.3944 - accuracy: 0.8376
Epoch 353/500
225/225 [==============================] - 0s 964us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 354/500
225/225 [==============================] - 0s 933us/step - loss: 0.3942 - accuracy: 0.8367
Epoch 355/500
225/225 [==============================] - 0s 864us/step - loss: 0.3945 - accuracy: 0.8363
Epoch 356/500
225/225 [==============================] - 0s 942us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 357/500
225/225 [==============================] - 0s 935us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 358/500
225/225 [==============================] - 0s 906us/step - loss: 0.3947 - accuracy: 0.8364
Epoch 359/500
225/225 [==============================] - 0s 936us/step - loss: 0.3945 - accuracy: 0.8360
Epoch 360/500
225/225 [==============================] - 0s 871us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 361/500
225/225 [==============================] - 0s 887us/step - loss: 0.3943 - accuracy: 0.8369
Epoch 362/500
225/225 [==============================] - 0s 875us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 363/500
225/225 [==============================] - 0s 932us/step - loss: 0.3945 - accuracy: 0.8356
Epoch 364/500
225/225 [==============================] - 0s 965us/step - loss: 0.3943 - accuracy: 0.8363
Epoch 365/500
225/225 [==============================] - 0s 900us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 366/500
225/225 [==============================] - 0s 939us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 367/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8354
Epoch 368/500
225/225 [==============================] - 0s 877us/step - loss: 0.3945 - accuracy: 0.8368
Epoch 369/500
225/225 [==============================] - 0s 879us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 370/500
225/225 [==============================] - 0s 859us/step - loss: 0.3946 - accuracy: 0.8374
Epoch 371/500
225/225 [==============================] - 0s 920us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 372/500
225/225 [==============================] - 0s 948us/step - loss: 0.3947 - accuracy: 0.8360
Epoch 373/500
225/225 [==============================] - 0s 931us/step - loss: 0.3944 - accuracy: 0.8363
Epoch 374/500
225/225 [==============================] - 0s 924us/step - loss: 0.3948 - accuracy: 0.8369
Epoch 375/500
225/225 [==============================] - 0s 908us/step - loss: 0.3944 - accuracy: 0.8357
Epoch 376/500
225/225 [==============================] - 0s 896us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 377/500
225/225 [==============================] - 0s 964us/step - loss: 0.3945 - accuracy: 0.8363
Epoch 378/500
225/225 [==============================] - 0s 893us/step - loss: 0.3943 - accuracy: 0.8367
Epoch 379/500
225/225 [==============================] - 0s 882us/step - loss: 0.3943 - accuracy: 0.8368
Epoch 380/500
225/225 [==============================] - 0s 875us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 381/500
225/225 [==============================] - 0s 872us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 382/500
225/225 [==============================] - 0s 920us/step - loss: 0.3946 - accuracy: 0.8353
Epoch 383/500
225/225 [==============================] - 0s 925us/step - loss: 0.3947 - accuracy: 0.8363
Epoch 384/500
225/225 [==============================] - 0s 890us/step - loss: 0.3944 - accuracy: 0.8356
Epoch 385/500
225/225 [==============================] - 0s 881us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 386/500
225/225 [==============================] - 0s 913us/step - loss: 0.3944 - accuracy: 0.8367
Epoch 387/500
225/225 [==============================] - 0s 860us/step - loss: 0.3943 - accuracy: 0.8369
Epoch 388/500
225/225 [==============================] - 0s 887us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 389/500
225/225 [==============================] - 0s 855us/step - loss: 0.3946 - accuracy: 0.8374
Epoch 390/500
225/225 [==============================] - 0s 858us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 391/500
225/225 [==============================] - 0s 947us/step - loss: 0.3943 - accuracy: 0.8361
Epoch 392/500
225/225 [==============================] - 0s 952us/step - loss: 0.3944 - accuracy: 0.8371
Epoch 393/500
225/225 [==============================] - 0s 945us/step - loss: 0.3947 - accuracy: 0.8367
Epoch 394/500
225/225 [==============================] - 0s 859us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 395/500
225/225 [==============================] - 0s 943us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 396/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8363
Epoch 397/500
225/225 [==============================] - 0s 854us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 398/500
225/225 [==============================] - 0s 881us/step - loss: 0.3947 - accuracy: 0.8369
Epoch 399/500
225/225 [==============================] - 0s 847us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 400/500
225/225 [==============================] - 0s 899us/step - loss: 0.3944 - accuracy: 0.8364
Epoch 401/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8364
Epoch 402/500
225/225 [==============================] - 0s 938us/step - loss: 0.3945 - accuracy: 0.8360
Epoch 403/500
225/225 [==============================] - 0s 941us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 404/500
225/225 [==============================] - 0s 907us/step - loss: 0.3944 - accuracy: 0.8361
Epoch 405/500
225/225 [==============================] - 0s 899us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 406/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8379: 0s - loss: 0.4012 - accuracy: 0.
Epoch 407/500
225/225 [==============================] - 0s 943us/step - loss: 0.3944 - accuracy: 0.8371
Epoch 408/500
225/225 [==============================] - 0s 933us/step - loss: 0.3944 - accuracy: 0.8354
Epoch 409/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8365
Epoch 410/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8371
Epoch 411/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8363
Epoch 412/500
225/225 [==============================] - 0s 942us/step - loss: 0.3945 - accuracy: 0.8368
Epoch 413/500
225/225 [==============================] - 0s 942us/step - loss: 0.3945 - accuracy: 0.8372
Epoch 414/500
225/225 [==============================] - 0s 913us/step - loss: 0.3947 - accuracy: 0.8369
Epoch 415/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8375
Epoch 416/500
225/225 [==============================] - 0s 898us/step - loss: 0.3944 - accuracy: 0.8372
Epoch 417/500
225/225 [==============================] - 0s 855us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 418/500
225/225 [==============================] - 0s 892us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 419/500
225/225 [==============================] - 0s 956us/step - loss: 0.3942 - accuracy: 0.83790s - loss: 0.4053 - accuracy:
Epoch 420/500
225/225 [==============================] - 0s 890us/step - loss: 0.3943 - accuracy: 0.8369
Epoch 421/500
225/225 [==============================] - 0s 961us/step - loss: 0.3947 - accuracy: 0.83760s - loss: 0.3964 - accuracy: 0.
Epoch 422/500
225/225 [==============================] - 0s 914us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 423/500
225/225 [==============================] - 0s 864us/step - loss: 0.3944 - accuracy: 0.8360
Epoch 424/500
225/225 [==============================] - 0s 975us/step - loss: 0.3945 - accuracy: 0.8374
Epoch 425/500
225/225 [==============================] - 0s 950us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 426/500
225/225 [==============================] - 0s 923us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 427/500
225/225 [==============================] - 0s 872us/step - loss: 0.3947 - accuracy: 0.8360
Epoch 428/500
225/225 [==============================] - 0s 943us/step - loss: 0.3944 - accuracy: 0.8376
Epoch 429/500
225/225 [==============================] - 0s 916us/step - loss: 0.3945 - accuracy: 0.8363
Epoch 430/500
225/225 [==============================] - 0s 933us/step - loss: 0.3945 - accuracy: 0.8358
Epoch 431/500
225/225 [==============================] - 0s 889us/step - loss: 0.3948 - accuracy: 0.8361
Epoch 432/500
225/225 [==============================] - 0s 879us/step - loss: 0.3942 - accuracy: 0.8367
Epoch 433/500
225/225 [==============================] - 0s 998us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 434/500
225/225 [==============================] - 0s 905us/step - loss: 0.3943 - accuracy: 0.8364
Epoch 435/500
225/225 [==============================] - 0s 976us/step - loss: 0.3942 - accuracy: 0.8369
Epoch 436/500
225/225 [==============================] - 0s 934us/step - loss: 0.3944 - accuracy: 0.8368
Epoch 437/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8354
Epoch 438/500
225/225 [==============================] - 0s 960us/step - loss: 0.3944 - accuracy: 0.8365
Epoch 439/500
225/225 [==============================] - 0s 985us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 440/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8353
Epoch 441/500
225/225 [==============================] - 0s 951us/step - loss: 0.3946 - accuracy: 0.8363
Epoch 442/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8382
Epoch 443/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8367
Epoch 444/500
225/225 [==============================] - 0s 980us/step - loss: 0.3946 - accuracy: 0.8372
Epoch 445/500
225/225 [==============================] - 0s 954us/step - loss: 0.3944 - accuracy: 0.8360
Epoch 446/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8369
Epoch 447/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8364
Epoch 448/500
225/225 [==============================] - 0s 903us/step - loss: 0.3944 - accuracy: 0.8360
Epoch 449/500
225/225 [==============================] - 0s 943us/step - loss: 0.3944 - accuracy: 0.8365
Epoch 450/500
225/225 [==============================] - 0s 931us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 451/500
225/225 [==============================] - 0s 985us/step - loss: 0.3946 - accuracy: 0.8360
Epoch 452/500
225/225 [==============================] - 0s 925us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 453/500
225/225 [==============================] - 0s 930us/step - loss: 0.3948 - accuracy: 0.8360
Epoch 454/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8368
Epoch 455/500
225/225 [==============================] - 0s 881us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 456/500
225/225 [==============================] - 0s 943us/step - loss: 0.3942 - accuracy: 0.8371
Epoch 457/500
225/225 [==============================] - 0s 923us/step - loss: 0.3947 - accuracy: 0.8367
Epoch 458/500
225/225 [==============================] - 0s 892us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 459/500
225/225 [==============================] - 0s 880us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 460/500
225/225 [==============================] - 0s 864us/step - loss: 0.3941 - accuracy: 0.8375
Epoch 461/500
225/225 [==============================] - 0s 940us/step - loss: 0.3946 - accuracy: 0.8358
Epoch 462/500
225/225 [==============================] - 0s 924us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 463/500
225/225 [==============================] - 0s 936us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 464/500
225/225 [==============================] - 0s 924us/step - loss: 0.3944 - accuracy: 0.8365
Epoch 465/500
225/225 [==============================] - 0s 907us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 466/500
225/225 [==============================] - 0s 930us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 467/500
225/225 [==============================] - 0s 902us/step - loss: 0.3949 - accuracy: 0.8364
Epoch 468/500
225/225 [==============================] - 0s 887us/step - loss: 0.3945 - accuracy: 0.8361
Epoch 469/500
225/225 [==============================] - 0s 882us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 470/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8375
Epoch 471/500
225/225 [==============================] - 0s 933us/step - loss: 0.3944 - accuracy: 0.8372
Epoch 472/500
225/225 [==============================] - 0s 933us/step - loss: 0.3944 - accuracy: 0.8353
Epoch 473/500
225/225 [==============================] - 0s 993us/step - loss: 0.3946 - accuracy: 0.8364
Epoch 474/500
225/225 [==============================] - 0s 896us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 475/500
225/225 [==============================] - 0s 890us/step - loss: 0.3941 - accuracy: 0.8357
Epoch 476/500
225/225 [==============================] - 0s 919us/step - loss: 0.3947 - accuracy: 0.8361
Epoch 477/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8364
Epoch 478/500
225/225 [==============================] - 0s 887us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 479/500
225/225 [==============================] - 0s 883us/step - loss: 0.3944 - accuracy: 0.8374
Epoch 480/500
225/225 [==============================] - 0s 892us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 481/500
225/225 [==============================] - 0s 837us/step - loss: 0.3944 - accuracy: 0.8361
Epoch 482/500
225/225 [==============================] - 0s 909us/step - loss: 0.3944 - accuracy: 0.8372
Epoch 483/500
225/225 [==============================] - 0s 856us/step - loss: 0.3941 - accuracy: 0.8369
Epoch 484/500
225/225 [==============================] - 0s 877us/step - loss: 0.3944 - accuracy: 0.8368
Epoch 485/500
225/225 [==============================] - 0s 888us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 486/500
225/225 [==============================] - 0s 839us/step - loss: 0.3942 - accuracy: 0.8372
Epoch 487/500
225/225 [==============================] - 0s 864us/step - loss: 0.3946 - accuracy: 0.8364
Epoch 488/500
225/225 [==============================] - 0s 903us/step - loss: 0.3942 - accuracy: 0.8375
Epoch 489/500
225/225 [==============================] - 0s 871us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 490/500
225/225 [==============================] - 0s 928us/step - loss: 0.3942 - accuracy: 0.8367
Epoch 491/500
225/225 [==============================] - 0s 867us/step - loss: 0.3946 - accuracy: 0.8378
Epoch 492/500
225/225 [==============================] - 0s 854us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 493/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8363
Epoch 494/500
225/225 [==============================] - 0s 980us/step - loss: 0.3941 - accuracy: 0.8368
Epoch 495/500
225/225 [==============================] - 0s 968us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 496/500
225/225 [==============================] - 0s 954us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 497/500
225/225 [==============================] - 0s 979us/step - loss: 0.3942 - accuracy: 0.8367
Epoch 498/500
225/225 [==============================] - 0s 914us/step - loss: 0.3941 - accuracy: 0.8368
Epoch 499/500
225/225 [==============================] - 0s 902us/step - loss: 0.3942 - accuracy: 0.8385
Epoch 500/500
225/225 [==============================] - 0s 859us/step - loss: 0.3944 - accuracy: 0.8368
Epoch 1/500
225/225 [==============================] - 0s 969us/step - loss: 0.6133 - accuracy: 0.7965
Epoch 2/500
225/225 [==============================] - 0s 937us/step - loss: 0.4464 - accuracy: 0.7974
Epoch 3/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4326 - accuracy: 0.7974
Epoch 4/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4299 - accuracy: 0.7974
Epoch 5/500
225/225 [==============================] - 0s 898us/step - loss: 0.4286 - accuracy: 0.7974
Epoch 6/500
225/225 [==============================] - 0s 972us/step - loss: 0.4271 - accuracy: 0.7974
Epoch 7/500
225/225 [==============================] - 0s 941us/step - loss: 0.4260 - accuracy: 0.7974
Epoch 8/500
225/225 [==============================] - 0s 926us/step - loss: 0.4246 - accuracy: 0.7974
Epoch 9/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4228 - accuracy: 0.7974
Epoch 10/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4209 - accuracy: 0.7974
Epoch 11/500
225/225 [==============================] - 0s 946us/step - loss: 0.4188 - accuracy: 0.8114
Epoch 12/500
225/225 [==============================] - 0s 910us/step - loss: 0.4175 - accuracy: 0.8229
Epoch 13/500
225/225 [==============================] - 0s 855us/step - loss: 0.4162 - accuracy: 0.8264
Epoch 14/500
225/225 [==============================] - 0s 989us/step - loss: 0.4150 - accuracy: 0.8283
Epoch 15/500
225/225 [==============================] - 0s 940us/step - loss: 0.4138 - accuracy: 0.8299
Epoch 16/500
225/225 [==============================] - 0s 870us/step - loss: 0.4131 - accuracy: 0.8294
Epoch 17/500
225/225 [==============================] - 0s 925us/step - loss: 0.4122 - accuracy: 0.8308
Epoch 18/500
225/225 [==============================] - 0s 937us/step - loss: 0.4115 - accuracy: 0.8328
Epoch 19/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4108 - accuracy: 0.8315
Epoch 20/500
225/225 [==============================] - 0s 872us/step - loss: 0.4101 - accuracy: 0.8343
Epoch 21/500
225/225 [==============================] - 0s 880us/step - loss: 0.4097 - accuracy: 0.8335
Epoch 22/500
225/225 [==============================] - 0s 955us/step - loss: 0.4090 - accuracy: 0.8351
Epoch 23/500
225/225 [==============================] - 0s 934us/step - loss: 0.4083 - accuracy: 0.8336
Epoch 24/500
225/225 [==============================] - 0s 958us/step - loss: 0.4079 - accuracy: 0.8353
Epoch 25/500
225/225 [==============================] - 0s 925us/step - loss: 0.4073 - accuracy: 0.8356
Epoch 26/500
225/225 [==============================] - 0s 893us/step - loss: 0.4068 - accuracy: 0.8357
Epoch 27/500
225/225 [==============================] - 0s 879us/step - loss: 0.4068 - accuracy: 0.8343
Epoch 28/500
225/225 [==============================] - 0s 990us/step - loss: 0.4060 - accuracy: 0.8364
Epoch 29/500
225/225 [==============================] - 0s 935us/step - loss: 0.4056 - accuracy: 0.8363
Epoch 30/500
225/225 [==============================] - 0s 965us/step - loss: 0.4054 - accuracy: 0.8354
Epoch 31/500
225/225 [==============================] - 0s 927us/step - loss: 0.4050 - accuracy: 0.8361
Epoch 32/500
225/225 [==============================] - 0s 875us/step - loss: 0.4048 - accuracy: 0.8363
Epoch 33/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4044 - accuracy: 0.8357
Epoch 34/500
225/225 [==============================] - 0s 937us/step - loss: 0.4043 - accuracy: 0.8368
Epoch 35/500
225/225 [==============================] - 0s 901us/step - loss: 0.4039 - accuracy: 0.8360
Epoch 36/500
225/225 [==============================] - 0s 894us/step - loss: 0.4037 - accuracy: 0.8371
Epoch 37/500
225/225 [==============================] - 0s 908us/step - loss: 0.4034 - accuracy: 0.8365
Epoch 38/500
225/225 [==============================] - 0s 922us/step - loss: 0.4032 - accuracy: 0.8365
Epoch 39/500
225/225 [==============================] - 0s 858us/step - loss: 0.4031 - accuracy: 0.8353
Epoch 40/500
225/225 [==============================] - 0s 870us/step - loss: 0.4027 - accuracy: 0.8376
Epoch 41/500
225/225 [==============================] - 0s 868us/step - loss: 0.4024 - accuracy: 0.8372
Epoch 42/500
225/225 [==============================] - 0s 895us/step - loss: 0.4022 - accuracy: 0.8371
Epoch 43/500
225/225 [==============================] - 0s 947us/step - loss: 0.4022 - accuracy: 0.8371
Epoch 44/500
225/225 [==============================] - 0s 873us/step - loss: 0.4020 - accuracy: 0.8372
Epoch 45/500
225/225 [==============================] - 0s 850us/step - loss: 0.4019 - accuracy: 0.8379
Epoch 46/500
225/225 [==============================] - 0s 870us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 47/500
225/225 [==============================] - 0s 949us/step - loss: 0.4013 - accuracy: 0.8381
Epoch 48/500
225/225 [==============================] - 0s 944us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 49/500
225/225 [==============================] - 0s 991us/step - loss: 0.4012 - accuracy: 0.8379
Epoch 50/500
225/225 [==============================] - 0s 887us/step - loss: 0.4009 - accuracy: 0.8371
Epoch 51/500
225/225 [==============================] - 0s 852us/step - loss: 0.4009 - accuracy: 0.8376
Epoch 52/500
225/225 [==============================] - 0s 957us/step - loss: 0.4007 - accuracy: 0.8371
Epoch 53/500
225/225 [==============================] - 0s 954us/step - loss: 0.4005 - accuracy: 0.8376
Epoch 54/500
225/225 [==============================] - 0s 904us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 55/500
225/225 [==============================] - 0s 909us/step - loss: 0.4003 - accuracy: 0.8376
Epoch 56/500
225/225 [==============================] - 0s 866us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 57/500
225/225 [==============================] - 0s 944us/step - loss: 0.4001 - accuracy: 0.8371
Epoch 58/500
225/225 [==============================] - 0s 897us/step - loss: 0.4000 - accuracy: 0.8376
Epoch 59/500
225/225 [==============================] - 0s 882us/step - loss: 0.3998 - accuracy: 0.8369
Epoch 60/500
225/225 [==============================] - 0s 923us/step - loss: 0.3997 - accuracy: 0.8376
Epoch 61/500
225/225 [==============================] - 0s 866us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 62/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8388
Epoch 63/500
225/225 [==============================] - 0s 894us/step - loss: 0.3993 - accuracy: 0.8383
Epoch 64/500
225/225 [==============================] - 0s 867us/step - loss: 0.3990 - accuracy: 0.8376
Epoch 65/500
225/225 [==============================] - 0s 911us/step - loss: 0.3991 - accuracy: 0.8383
Epoch 66/500
225/225 [==============================] - 0s 884us/step - loss: 0.3991 - accuracy: 0.8374
Epoch 67/500
225/225 [==============================] - 0s 961us/step - loss: 0.3989 - accuracy: 0.8386
Epoch 68/500
225/225 [==============================] - 0s 914us/step - loss: 0.3987 - accuracy: 0.8383
Epoch 69/500
225/225 [==============================] - 0s 889us/step - loss: 0.3988 - accuracy: 0.8367
Epoch 70/500
225/225 [==============================] - 0s 875us/step - loss: 0.3989 - accuracy: 0.8369
Epoch 71/500
225/225 [==============================] - 0s 887us/step - loss: 0.3987 - accuracy: 0.8382
Epoch 72/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8383
Epoch 73/500
225/225 [==============================] - 0s 915us/step - loss: 0.3984 - accuracy: 0.8379
Epoch 74/500
225/225 [==============================] - 0s 871us/step - loss: 0.3984 - accuracy: 0.8376
Epoch 75/500
225/225 [==============================] - 0s 896us/step - loss: 0.3982 - accuracy: 0.8375
Epoch 76/500
225/225 [==============================] - 0s 886us/step - loss: 0.3983 - accuracy: 0.8390
Epoch 77/500
225/225 [==============================] - 0s 949us/step - loss: 0.3983 - accuracy: 0.8383
Epoch 78/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8385
Epoch 79/500
225/225 [==============================] - 0s 924us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 80/500
225/225 [==============================] - 0s 875us/step - loss: 0.3977 - accuracy: 0.8397
Epoch 81/500
225/225 [==============================] - 0s 964us/step - loss: 0.3978 - accuracy: 0.8389
Epoch 82/500
225/225 [==============================] - 0s 929us/step - loss: 0.3976 - accuracy: 0.8390
Epoch 83/500
225/225 [==============================] - 0s 882us/step - loss: 0.3975 - accuracy: 0.8386
Epoch 84/500
225/225 [==============================] - 0s 885us/step - loss: 0.3976 - accuracy: 0.8392
Epoch 85/500
225/225 [==============================] - 0s 879us/step - loss: 0.3972 - accuracy: 0.8394
Epoch 86/500
225/225 [==============================] - 0s 955us/step - loss: 0.3972 - accuracy: 0.8397
Epoch 87/500
225/225 [==============================] - 0s 887us/step - loss: 0.3970 - accuracy: 0.8393
Epoch 88/500
225/225 [==============================] - 0s 974us/step - loss: 0.3967 - accuracy: 0.8400
Epoch 89/500
225/225 [==============================] - 0s 952us/step - loss: 0.3966 - accuracy: 0.8397
Epoch 90/500
225/225 [==============================] - 0s 917us/step - loss: 0.3964 - accuracy: 0.8396
Epoch 91/500
225/225 [==============================] - 0s 970us/step - loss: 0.3963 - accuracy: 0.8399
Epoch 92/500
225/225 [==============================] - 0s 953us/step - loss: 0.3962 - accuracy: 0.8400
Epoch 93/500
225/225 [==============================] - 0s 953us/step - loss: 0.3961 - accuracy: 0.8400
Epoch 94/500
225/225 [==============================] - 0s 846us/step - loss: 0.3958 - accuracy: 0.8399
Epoch 95/500
225/225 [==============================] - 0s 973us/step - loss: 0.3956 - accuracy: 0.8401
Epoch 96/500
225/225 [==============================] - 0s 952us/step - loss: 0.3953 - accuracy: 0.8403
Epoch 97/500
225/225 [==============================] - 0s 940us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 98/500
225/225 [==============================] - 0s 933us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 99/500
225/225 [==============================] - 0s 923us/step - loss: 0.3943 - accuracy: 0.8399
Epoch 100/500
225/225 [==============================] - 0s 975us/step - loss: 0.3937 - accuracy: 0.8399
Epoch 101/500
225/225 [==============================] - 0s 886us/step - loss: 0.3937 - accuracy: 0.8399
Epoch 102/500
225/225 [==============================] - 0s 929us/step - loss: 0.3933 - accuracy: 0.8399
Epoch 103/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8406
Epoch 104/500
225/225 [==============================] - 0s 855us/step - loss: 0.3928 - accuracy: 0.8407
Epoch 105/500
225/225 [==============================] - 0s 948us/step - loss: 0.3925 - accuracy: 0.8403
Epoch 106/500
225/225 [==============================] - 0s 875us/step - loss: 0.3922 - accuracy: 0.8408
Epoch 107/500
225/225 [==============================] - 0s 937us/step - loss: 0.3918 - accuracy: 0.8396
Epoch 108/500
225/225 [==============================] - 0s 935us/step - loss: 0.3916 - accuracy: 0.8413
Epoch 109/500
225/225 [==============================] - 0s 931us/step - loss: 0.3913 - accuracy: 0.8403
Epoch 110/500
225/225 [==============================] - 0s 932us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 111/500
225/225 [==============================] - 0s 891us/step - loss: 0.3912 - accuracy: 0.8404
Epoch 112/500
225/225 [==============================] - 0s 856us/step - loss: 0.3911 - accuracy: 0.8394
Epoch 113/500
225/225 [==============================] - 0s 902us/step - loss: 0.3909 - accuracy: 0.8417
Epoch 114/500
225/225 [==============================] - 0s 853us/step - loss: 0.3907 - accuracy: 0.8401
Epoch 115/500
225/225 [==============================] - 0s 859us/step - loss: 0.3907 - accuracy: 0.8393
Epoch 116/500
225/225 [==============================] - 0s 857us/step - loss: 0.3907 - accuracy: 0.8403
Epoch 117/500
225/225 [==============================] - 0s 888us/step - loss: 0.3904 - accuracy: 0.8388
Epoch 118/500
225/225 [==============================] - 0s 924us/step - loss: 0.3903 - accuracy: 0.8399
Epoch 119/500
225/225 [==============================] - 0s 870us/step - loss: 0.3901 - accuracy: 0.8404
Epoch 120/500
225/225 [==============================] - 0s 899us/step - loss: 0.3901 - accuracy: 0.8400
Epoch 121/500
225/225 [==============================] - 0s 880us/step - loss: 0.3898 - accuracy: 0.8397
Epoch 122/500
225/225 [==============================] - 0s 877us/step - loss: 0.3901 - accuracy: 0.8406
Epoch 123/500
225/225 [==============================] - 0s 900us/step - loss: 0.3901 - accuracy: 0.8400
Epoch 124/500
225/225 [==============================] - 0s 897us/step - loss: 0.3900 - accuracy: 0.8407
Epoch 125/500
225/225 [==============================] - 0s 958us/step - loss: 0.3897 - accuracy: 0.8404
Epoch 126/500
225/225 [==============================] - 0s 939us/step - loss: 0.3897 - accuracy: 0.8397
Epoch 127/500
225/225 [==============================] - 0s 919us/step - loss: 0.3895 - accuracy: 0.8394
Epoch 128/500
225/225 [==============================] - 0s 888us/step - loss: 0.3898 - accuracy: 0.8410
Epoch 129/500
225/225 [==============================] - 0s 957us/step - loss: 0.3895 - accuracy: 0.8394
Epoch 130/500
225/225 [==============================] - 0s 909us/step - loss: 0.3897 - accuracy: 0.8407
Epoch 131/500
225/225 [==============================] - 0s 955us/step - loss: 0.3896 - accuracy: 0.8406
Epoch 132/500
225/225 [==============================] - 0s 937us/step - loss: 0.3891 - accuracy: 0.8414
Epoch 133/500
225/225 [==============================] - 0s 914us/step - loss: 0.3894 - accuracy: 0.8408
Epoch 134/500
225/225 [==============================] - 0s 956us/step - loss: 0.3891 - accuracy: 0.8408
Epoch 135/500
225/225 [==============================] - 0s 900us/step - loss: 0.3892 - accuracy: 0.8411
Epoch 136/500
225/225 [==============================] - 0s 936us/step - loss: 0.3893 - accuracy: 0.8408
Epoch 137/500
225/225 [==============================] - 0s 917us/step - loss: 0.3891 - accuracy: 0.8401
Epoch 138/500
225/225 [==============================] - 0s 884us/step - loss: 0.3893 - accuracy: 0.8408
Epoch 139/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8418
Epoch 140/500
225/225 [==============================] - 0s 946us/step - loss: 0.3892 - accuracy: 0.8407
Epoch 141/500
225/225 [==============================] - 0s 955us/step - loss: 0.3890 - accuracy: 0.8411
Epoch 142/500
225/225 [==============================] - 0s 915us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 143/500
225/225 [==============================] - 0s 962us/step - loss: 0.3891 - accuracy: 0.8413
Epoch 144/500
225/225 [==============================] - 0s 981us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 145/500
225/225 [==============================] - 0s 900us/step - loss: 0.3889 - accuracy: 0.8419
Epoch 146/500
225/225 [==============================] - 0s 898us/step - loss: 0.3891 - accuracy: 0.8413
Epoch 147/500
225/225 [==============================] - 0s 917us/step - loss: 0.3888 - accuracy: 0.8406
Epoch 148/500
225/225 [==============================] - 0s 948us/step - loss: 0.3889 - accuracy: 0.8414
Epoch 149/500
225/225 [==============================] - 0s 886us/step - loss: 0.3888 - accuracy: 0.8411
Epoch 150/500
225/225 [==============================] - 0s 866us/step - loss: 0.3889 - accuracy: 0.8403
Epoch 151/500
225/225 [==============================] - 0s 963us/step - loss: 0.3888 - accuracy: 0.8404
Epoch 152/500
225/225 [==============================] - 0s 945us/step - loss: 0.3891 - accuracy: 0.8411
Epoch 153/500
225/225 [==============================] - 0s 986us/step - loss: 0.3889 - accuracy: 0.8414
Epoch 154/500
225/225 [==============================] - 0s 949us/step - loss: 0.3887 - accuracy: 0.8407
Epoch 155/500
225/225 [==============================] - 0s 911us/step - loss: 0.3889 - accuracy: 0.8415
Epoch 156/500
225/225 [==============================] - 0s 880us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 157/500
225/225 [==============================] - 0s 968us/step - loss: 0.3888 - accuracy: 0.8407
Epoch 158/500
225/225 [==============================] - 0s 937us/step - loss: 0.3888 - accuracy: 0.8401
Epoch 159/500
225/225 [==============================] - 0s 874us/step - loss: 0.3886 - accuracy: 0.8403
Epoch 160/500
225/225 [==============================] - 0s 940us/step - loss: 0.3881 - accuracy: 0.8415
Epoch 161/500
225/225 [==============================] - 0s 892us/step - loss: 0.3890 - accuracy: 0.8408
Epoch 162/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3887 - accuracy: 0.8410
Epoch 163/500
225/225 [==============================] - 0s 916us/step - loss: 0.3885 - accuracy: 0.8413
Epoch 164/500
225/225 [==============================] - 0s 880us/step - loss: 0.3884 - accuracy: 0.8404
Epoch 165/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3887 - accuracy: 0.8418
Epoch 166/500
225/225 [==============================] - 0s 923us/step - loss: 0.3884 - accuracy: 0.8419
Epoch 167/500
225/225 [==============================] - 0s 924us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 168/500
225/225 [==============================] - 0s 858us/step - loss: 0.3885 - accuracy: 0.8422
Epoch 169/500
225/225 [==============================] - 0s 873us/step - loss: 0.3886 - accuracy: 0.8421
Epoch 170/500
225/225 [==============================] - 0s 901us/step - loss: 0.3887 - accuracy: 0.8413
Epoch 171/500
225/225 [==============================] - 0s 880us/step - loss: 0.3881 - accuracy: 0.8422
Epoch 172/500
225/225 [==============================] - 0s 996us/step - loss: 0.3888 - accuracy: 0.8401
Epoch 173/500
225/225 [==============================] - 0s 941us/step - loss: 0.3882 - accuracy: 0.8407
Epoch 174/500
225/225 [==============================] - 0s 864us/step - loss: 0.3877 - accuracy: 0.8406
Epoch 175/500
225/225 [==============================] - 0s 904us/step - loss: 0.3887 - accuracy: 0.8403
Epoch 176/500
225/225 [==============================] - 0s 962us/step - loss: 0.3884 - accuracy: 0.8417
Epoch 177/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3885 - accuracy: 0.8410
Epoch 178/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8421
Epoch 179/500
225/225 [==============================] - 0s 981us/step - loss: 0.3886 - accuracy: 0.8418
Epoch 180/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8410
Epoch 181/500
225/225 [==============================] - 0s 971us/step - loss: 0.3883 - accuracy: 0.8422
Epoch 182/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8426
Epoch 183/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8417
Epoch 184/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8417
Epoch 185/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3886 - accuracy: 0.8407
Epoch 186/500
225/225 [==============================] - 0s 997us/step - loss: 0.3884 - accuracy: 0.8415
Epoch 187/500
225/225 [==============================] - 0s 963us/step - loss: 0.3882 - accuracy: 0.8417
Epoch 188/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8421
Epoch 189/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3881 - accuracy: 0.8417
Epoch 190/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3886 - accuracy: 0.8418
Epoch 191/500
225/225 [==============================] - 0s 958us/step - loss: 0.3882 - accuracy: 0.8421
Epoch 192/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8417
Epoch 193/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8425
Epoch 194/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3884 - accuracy: 0.8418
Epoch 195/500
225/225 [==============================] - 0s 979us/step - loss: 0.3882 - accuracy: 0.8417
Epoch 196/500
225/225 [==============================] - 0s 952us/step - loss: 0.3882 - accuracy: 0.8428
Epoch 197/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8425
Epoch 198/500
225/225 [==============================] - 0s 938us/step - loss: 0.3881 - accuracy: 0.8415
Epoch 199/500
225/225 [==============================] - 0s 940us/step - loss: 0.3881 - accuracy: 0.8421
Epoch 200/500
225/225 [==============================] - 0s 901us/step - loss: 0.3882 - accuracy: 0.8413
Epoch 201/500
225/225 [==============================] - 0s 872us/step - loss: 0.3881 - accuracy: 0.8425
Epoch 202/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8415
Epoch 203/500
225/225 [==============================] - 0s 904us/step - loss: 0.3881 - accuracy: 0.8422
Epoch 204/500
225/225 [==============================] - 0s 914us/step - loss: 0.3879 - accuracy: 0.8411
Epoch 205/500
225/225 [==============================] - 0s 873us/step - loss: 0.3881 - accuracy: 0.8413
Epoch 206/500
225/225 [==============================] - 0s 904us/step - loss: 0.3878 - accuracy: 0.8438
Epoch 207/500
225/225 [==============================] - 0s 911us/step - loss: 0.3878 - accuracy: 0.8411
Epoch 208/500
225/225 [==============================] - 0s 900us/step - loss: 0.3882 - accuracy: 0.8411
Epoch 209/500
225/225 [==============================] - 0s 920us/step - loss: 0.3880 - accuracy: 0.8413
Epoch 210/500
225/225 [==============================] - 0s 913us/step - loss: 0.3881 - accuracy: 0.8417
Epoch 211/500
225/225 [==============================] - 0s 882us/step - loss: 0.3880 - accuracy: 0.8425
Epoch 212/500
225/225 [==============================] - 0s 929us/step - loss: 0.3879 - accuracy: 0.8417
Epoch 213/500
225/225 [==============================] - 0s 854us/step - loss: 0.3877 - accuracy: 0.8414
Epoch 214/500
225/225 [==============================] - 0s 869us/step - loss: 0.3878 - accuracy: 0.8419
Epoch 215/500
225/225 [==============================] - 0s 879us/step - loss: 0.3880 - accuracy: 0.8425
Epoch 216/500
225/225 [==============================] - 0s 970us/step - loss: 0.3879 - accuracy: 0.8417
Epoch 217/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8413
Epoch 218/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8417
Epoch 219/500
225/225 [==============================] - 0s 908us/step - loss: 0.3879 - accuracy: 0.8429
Epoch 220/500
225/225 [==============================] - 0s 891us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 221/500
225/225 [==============================] - 0s 991us/step - loss: 0.3879 - accuracy: 0.8415
Epoch 222/500
225/225 [==============================] - 0s 956us/step - loss: 0.3880 - accuracy: 0.8414
Epoch 223/500
225/225 [==============================] - 0s 919us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 224/500
225/225 [==============================] - 0s 873us/step - loss: 0.3882 - accuracy: 0.8410
Epoch 225/500
225/225 [==============================] - 0s 888us/step - loss: 0.3881 - accuracy: 0.8417
Epoch 226/500
225/225 [==============================] - 0s 964us/step - loss: 0.3878 - accuracy: 0.8414
Epoch 227/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8406
Epoch 228/500
225/225 [==============================] - 0s 937us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 229/500
225/225 [==============================] - 0s 930us/step - loss: 0.3878 - accuracy: 0.8408
Epoch 230/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8401
Epoch 231/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3880 - accuracy: 0.8410
Epoch 232/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8411
Epoch 233/500
225/225 [==============================] - 0s 902us/step - loss: 0.3879 - accuracy: 0.8406
Epoch 234/500
225/225 [==============================] - 0s 921us/step - loss: 0.3878 - accuracy: 0.8418
Epoch 235/500
225/225 [==============================] - 0s 960us/step - loss: 0.3879 - accuracy: 0.8404
Epoch 236/500
225/225 [==============================] - 0s 972us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 237/500
225/225 [==============================] - 0s 897us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 238/500
225/225 [==============================] - 0s 927us/step - loss: 0.3879 - accuracy: 0.8424
Epoch 239/500
225/225 [==============================] - 0s 919us/step - loss: 0.3879 - accuracy: 0.8421
Epoch 240/500
225/225 [==============================] - 0s 978us/step - loss: 0.3877 - accuracy: 0.8408
Epoch 241/500
225/225 [==============================] - 0s 933us/step - loss: 0.3878 - accuracy: 0.8403
Epoch 242/500
225/225 [==============================] - 0s 947us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 243/500
225/225 [==============================] - 0s 925us/step - loss: 0.3878 - accuracy: 0.8411
Epoch 244/500
225/225 [==============================] - 0s 946us/step - loss: 0.3878 - accuracy: 0.8417
Epoch 245/500
225/225 [==============================] - 0s 918us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 246/500
225/225 [==============================] - 0s 892us/step - loss: 0.3876 - accuracy: 0.8424
Epoch 247/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8401
Epoch 248/500
225/225 [==============================] - 0s 886us/step - loss: 0.3879 - accuracy: 0.8415
Epoch 249/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8404
Epoch 250/500
225/225 [==============================] - 0s 907us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 251/500
225/225 [==============================] - 0s 892us/step - loss: 0.3881 - accuracy: 0.8422
Epoch 252/500
225/225 [==============================] - 0s 881us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 253/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8425
Epoch 254/500
225/225 [==============================] - 0s 891us/step - loss: 0.3877 - accuracy: 0.8426
Epoch 255/500
225/225 [==============================] - 0s 905us/step - loss: 0.3878 - accuracy: 0.8411
Epoch 256/500
225/225 [==============================] - 0s 930us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 257/500
225/225 [==============================] - 0s 890us/step - loss: 0.3878 - accuracy: 0.8425
Epoch 258/500
225/225 [==============================] - 0s 978us/step - loss: 0.3879 - accuracy: 0.8421
Epoch 259/500
225/225 [==============================] - 0s 979us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 260/500
225/225 [==============================] - 0s 936us/step - loss: 0.3879 - accuracy: 0.8425
Epoch 261/500
225/225 [==============================] - 0s 914us/step - loss: 0.3877 - accuracy: 0.8432
Epoch 262/500
225/225 [==============================] - 0s 929us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 263/500
225/225 [==============================] - 0s 990us/step - loss: 0.3879 - accuracy: 0.8404
Epoch 264/500
225/225 [==============================] - 0s 953us/step - loss: 0.3877 - accuracy: 0.8408
Epoch 265/500
225/225 [==============================] - 0s 934us/step - loss: 0.3876 - accuracy: 0.8421
Epoch 266/500
225/225 [==============================] - 0s 869us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 267/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8418
Epoch 268/500
225/225 [==============================] - 0s 993us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 269/500
225/225 [==============================] - 0s 881us/step - loss: 0.3880 - accuracy: 0.8417
Epoch 270/500
225/225 [==============================] - 0s 877us/step - loss: 0.3875 - accuracy: 0.8417
Epoch 271/500
225/225 [==============================] - 0s 885us/step - loss: 0.3877 - accuracy: 0.8411
Epoch 272/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3878 - accuracy: 0.8421
Epoch 273/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8413
Epoch 274/500
225/225 [==============================] - 0s 948us/step - loss: 0.3874 - accuracy: 0.8422
Epoch 275/500
225/225 [==============================] - 0s 874us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 276/500
225/225 [==============================] - 0s 895us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 277/500
225/225 [==============================] - 0s 875us/step - loss: 0.3878 - accuracy: 0.8410
Epoch 278/500
225/225 [==============================] - 0s 949us/step - loss: 0.3879 - accuracy: 0.8419
Epoch 279/500
225/225 [==============================] - 0s 861us/step - loss: 0.3875 - accuracy: 0.8408
Epoch 280/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8425
Epoch 281/500
225/225 [==============================] - 0s 927us/step - loss: 0.3878 - accuracy: 0.8413
Epoch 282/500
225/225 [==============================] - 0s 914us/step - loss: 0.3874 - accuracy: 0.8425
Epoch 283/500
225/225 [==============================] - 0s 908us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 284/500
225/225 [==============================] - 0s 883us/step - loss: 0.3874 - accuracy: 0.8419
Epoch 285/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8414
Epoch 286/500
225/225 [==============================] - 0s 939us/step - loss: 0.3877 - accuracy: 0.8425
Epoch 287/500
225/225 [==============================] - 0s 885us/step - loss: 0.3879 - accuracy: 0.8428
Epoch 288/500
225/225 [==============================] - 0s 929us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 289/500
225/225 [==============================] - 0s 969us/step - loss: 0.3875 - accuracy: 0.8433
Epoch 290/500
225/225 [==============================] - 0s 948us/step - loss: 0.3874 - accuracy: 0.8411
Epoch 291/500
225/225 [==============================] - 0s 916us/step - loss: 0.3875 - accuracy: 0.8418
Epoch 292/500
225/225 [==============================] - 0s 952us/step - loss: 0.3878 - accuracy: 0.8424
Epoch 293/500
225/225 [==============================] - 0s 964us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 294/500
225/225 [==============================] - 0s 953us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 295/500
225/225 [==============================] - 0s 939us/step - loss: 0.3877 - accuracy: 0.8406
Epoch 296/500
225/225 [==============================] - 0s 868us/step - loss: 0.3878 - accuracy: 0.8429
Epoch 297/500
225/225 [==============================] - 0s 874us/step - loss: 0.3874 - accuracy: 0.8425
Epoch 298/500
225/225 [==============================] - 0s 882us/step - loss: 0.3876 - accuracy: 0.8426
Epoch 299/500
225/225 [==============================] - 0s 971us/step - loss: 0.3879 - accuracy: 0.8419
Epoch 300/500
225/225 [==============================] - 0s 928us/step - loss: 0.3873 - accuracy: 0.8408
Epoch 301/500
225/225 [==============================] - 0s 894us/step - loss: 0.3880 - accuracy: 0.8425
Epoch 302/500
225/225 [==============================] - 0s 942us/step - loss: 0.3876 - accuracy: 0.8429
Epoch 303/500
225/225 [==============================] - 0s 972us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 304/500
225/225 [==============================] - 0s 946us/step - loss: 0.3878 - accuracy: 0.8418
Epoch 305/500
225/225 [==============================] - 0s 932us/step - loss: 0.3876 - accuracy: 0.8414
Epoch 306/500
225/225 [==============================] - 0s 904us/step - loss: 0.3876 - accuracy: 0.8425
Epoch 307/500
225/225 [==============================] - 0s 886us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 308/500
225/225 [==============================] - 0s 885us/step - loss: 0.3876 - accuracy: 0.8431
Epoch 309/500
225/225 [==============================] - 0s 953us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 310/500
225/225 [==============================] - 0s 901us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 311/500
225/225 [==============================] - 0s 916us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 312/500
225/225 [==============================] - 0s 885us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 313/500
225/225 [==============================] - 0s 952us/step - loss: 0.3878 - accuracy: 0.8413
Epoch 314/500
225/225 [==============================] - 0s 930us/step - loss: 0.3876 - accuracy: 0.8410
Epoch 315/500
225/225 [==============================] - 0s 921us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 316/500
225/225 [==============================] - 0s 911us/step - loss: 0.3875 - accuracy: 0.8425
Epoch 317/500
225/225 [==============================] - 0s 912us/step - loss: 0.3875 - accuracy: 0.8414
Epoch 318/500
225/225 [==============================] - 0s 986us/step - loss: 0.3871 - accuracy: 0.8424
Epoch 319/500
225/225 [==============================] - 0s 907us/step - loss: 0.3876 - accuracy: 0.8426
Epoch 320/500
225/225 [==============================] - 0s 934us/step - loss: 0.3877 - accuracy: 0.8426
Epoch 321/500
225/225 [==============================] - 0s 918us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 322/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8421
Epoch 323/500
225/225 [==============================] - 0s 924us/step - loss: 0.3874 - accuracy: 0.8424
Epoch 324/500
225/225 [==============================] - 0s 858us/step - loss: 0.3880 - accuracy: 0.8413
Epoch 325/500
225/225 [==============================] - 0s 867us/step - loss: 0.3875 - accuracy: 0.8404
Epoch 326/500
225/225 [==============================] - 0s 940us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 327/500
225/225 [==============================] - 0s 898us/step - loss: 0.3874 - accuracy: 0.8428
Epoch 328/500
225/225 [==============================] - 0s 883us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 329/500
225/225 [==============================] - 0s 933us/step - loss: 0.3875 - accuracy: 0.8424
Epoch 330/500
225/225 [==============================] - 0s 844us/step - loss: 0.3876 - accuracy: 0.8424
Epoch 331/500
225/225 [==============================] - 0s 862us/step - loss: 0.3877 - accuracy: 0.8417
Epoch 332/500
225/225 [==============================] - 0s 942us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 333/500
225/225 [==============================] - 0s 887us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 334/500
225/225 [==============================] - 0s 890us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 335/500
225/225 [==============================] - 0s 873us/step - loss: 0.3878 - accuracy: 0.8428
Epoch 336/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8433
Epoch 337/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8418
Epoch 338/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8415
Epoch 339/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8422
Epoch 340/500
225/225 [==============================] - 0s 762us/step - loss: 0.3877 - accuracy: 0.8436
Epoch 341/500
225/225 [==============================] - 0s 881us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 342/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8415
Epoch 343/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8410
Epoch 344/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8419
Epoch 345/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8440
Epoch 346/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8411
Epoch 347/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8422
Epoch 348/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8424
Epoch 349/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8408: 0s - loss: 0.3661 - accuracy
Epoch 350/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8419
Epoch 351/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8406
Epoch 352/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8435
Epoch 353/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8419
Epoch 354/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8414
Epoch 355/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8415
Epoch 356/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8417
Epoch 357/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8417
Epoch 358/500
225/225 [==============================] - 0s 990us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 359/500
225/225 [==============================] - 0s 992us/step - loss: 0.3877 - accuracy: 0.8431
Epoch 360/500
225/225 [==============================] - 0s 956us/step - loss: 0.3877 - accuracy: 0.8424
Epoch 361/500
225/225 [==============================] - 0s 960us/step - loss: 0.3876 - accuracy: 0.8397
Epoch 362/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8413
Epoch 363/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8419
Epoch 364/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8421
Epoch 365/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8415
Epoch 366/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8419
Epoch 367/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8421
Epoch 368/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8408
Epoch 369/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8417
Epoch 370/500
225/225 [==============================] - 0s 963us/step - loss: 0.3874 - accuracy: 0.8422
Epoch 371/500
225/225 [==============================] - 0s 977us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 372/500
225/225 [==============================] - 0s 986us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 373/500
225/225 [==============================] - 0s 955us/step - loss: 0.3877 - accuracy: 0.8424
Epoch 374/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8431
Epoch 375/500
225/225 [==============================] - 0s 939us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 376/500
225/225 [==============================] - 0s 867us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 377/500
225/225 [==============================] - 0s 880us/step - loss: 0.3874 - accuracy: 0.8414
Epoch 378/500
225/225 [==============================] - 0s 915us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 379/500
225/225 [==============================] - 0s 915us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 380/500
225/225 [==============================] - 0s 922us/step - loss: 0.3878 - accuracy: 0.8400
Epoch 381/500
225/225 [==============================] - 0s 907us/step - loss: 0.3874 - accuracy: 0.8410
Epoch 382/500
225/225 [==============================] - 0s 917us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 383/500
225/225 [==============================] - 0s 942us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 384/500
225/225 [==============================] - 0s 921us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 385/500
225/225 [==============================] - 0s 949us/step - loss: 0.3873 - accuracy: 0.8433
Epoch 386/500
225/225 [==============================] - 0s 947us/step - loss: 0.3874 - accuracy: 0.8403
Epoch 387/500
225/225 [==============================] - 0s 937us/step - loss: 0.3876 - accuracy: 0.8428
Epoch 388/500
225/225 [==============================] - 0s 972us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 389/500
225/225 [==============================] - 0s 883us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 390/500
225/225 [==============================] - 0s 874us/step - loss: 0.3877 - accuracy: 0.8411
Epoch 391/500
225/225 [==============================] - 0s 870us/step - loss: 0.3876 - accuracy: 0.8414
Epoch 392/500
225/225 [==============================] - 0s 959us/step - loss: 0.3877 - accuracy: 0.8414
Epoch 393/500
225/225 [==============================] - 0s 966us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 394/500
225/225 [==============================] - 0s 948us/step - loss: 0.3876 - accuracy: 0.8426
Epoch 395/500
225/225 [==============================] - 0s 881us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 396/500
225/225 [==============================] - 0s 946us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 397/500
225/225 [==============================] - 0s 956us/step - loss: 0.3874 - accuracy: 0.8424
Epoch 398/500
225/225 [==============================] - 0s 924us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 399/500
225/225 [==============================] - 0s 880us/step - loss: 0.3875 - accuracy: 0.8421
Epoch 400/500
225/225 [==============================] - 0s 895us/step - loss: 0.3876 - accuracy: 0.8425
Epoch 401/500
225/225 [==============================] - 0s 849us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 402/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3876 - accuracy: 0.8419
Epoch 403/500
225/225 [==============================] - 0s 933us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 404/500
225/225 [==============================] - 0s 909us/step - loss: 0.3877 - accuracy: 0.8428
Epoch 405/500
225/225 [==============================] - 0s 978us/step - loss: 0.3876 - accuracy: 0.8415
Epoch 406/500
225/225 [==============================] - 0s 984us/step - loss: 0.3876 - accuracy: 0.8422
Epoch 407/500
225/225 [==============================] - 0s 948us/step - loss: 0.3878 - accuracy: 0.8421
Epoch 408/500
225/225 [==============================] - 0s 925us/step - loss: 0.3876 - accuracy: 0.8425
Epoch 409/500
225/225 [==============================] - 0s 880us/step - loss: 0.3875 - accuracy: 0.8414
Epoch 410/500
225/225 [==============================] - 0s 996us/step - loss: 0.3874 - accuracy: 0.8418
Epoch 411/500
225/225 [==============================] - 0s 969us/step - loss: 0.3874 - accuracy: 0.8422
Epoch 412/500
225/225 [==============================] - 0s 921us/step - loss: 0.3876 - accuracy: 0.8413
Epoch 413/500
225/225 [==============================] - 0s 955us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 414/500
225/225 [==============================] - 0s 935us/step - loss: 0.3876 - accuracy: 0.8422
Epoch 415/500
225/225 [==============================] - 0s 898us/step - loss: 0.3874 - accuracy: 0.8394
Epoch 416/500
225/225 [==============================] - 0s 963us/step - loss: 0.3877 - accuracy: 0.8417
Epoch 417/500
225/225 [==============================] - 0s 990us/step - loss: 0.3878 - accuracy: 0.8428
Epoch 418/500
225/225 [==============================] - 0s 957us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 419/500
225/225 [==============================] - 0s 945us/step - loss: 0.3874 - accuracy: 0.8414
Epoch 420/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8424
Epoch 421/500
225/225 [==============================] - 0s 944us/step - loss: 0.3875 - accuracy: 0.8413
Epoch 422/500
225/225 [==============================] - 0s 917us/step - loss: 0.3877 - accuracy: 0.8429
Epoch 423/500
225/225 [==============================] - 0s 940us/step - loss: 0.3877 - accuracy: 0.8422
Epoch 424/500
225/225 [==============================] - 0s 886us/step - loss: 0.3877 - accuracy: 0.8428
Epoch 425/500
225/225 [==============================] - 0s 980us/step - loss: 0.3875 - accuracy: 0.8399
Epoch 426/500
225/225 [==============================] - 0s 910us/step - loss: 0.3875 - accuracy: 0.8418
Epoch 427/500
225/225 [==============================] - 0s 927us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 428/500
225/225 [==============================] - 0s 868us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 429/500
225/225 [==============================] - 0s 920us/step - loss: 0.3874 - accuracy: 0.8422
Epoch 430/500
225/225 [==============================] - 0s 952us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 431/500
225/225 [==============================] - 0s 931us/step - loss: 0.3874 - accuracy: 0.8419
Epoch 432/500
225/225 [==============================] - 0s 885us/step - loss: 0.3877 - accuracy: 0.8432
Epoch 433/500
225/225 [==============================] - 0s 886us/step - loss: 0.3873 - accuracy: 0.8419
Epoch 434/500
225/225 [==============================] - 0s 949us/step - loss: 0.3876 - accuracy: 0.8408
Epoch 435/500
225/225 [==============================] - 0s 889us/step - loss: 0.3877 - accuracy: 0.8429
Epoch 436/500
225/225 [==============================] - 0s 856us/step - loss: 0.3876 - accuracy: 0.8415
Epoch 437/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8422
Epoch 438/500
225/225 [==============================] - 0s 868us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 439/500
225/225 [==============================] - 0s 921us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 440/500
225/225 [==============================] - 0s 830us/step - loss: 0.3874 - accuracy: 0.8417
Epoch 441/500
225/225 [==============================] - 0s 896us/step - loss: 0.3878 - accuracy: 0.8417
Epoch 442/500
225/225 [==============================] - 0s 888us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 443/500
225/225 [==============================] - 0s 861us/step - loss: 0.3876 - accuracy: 0.8415
Epoch 444/500
225/225 [==============================] - 0s 947us/step - loss: 0.3879 - accuracy: 0.8418
Epoch 445/500
225/225 [==============================] - 0s 960us/step - loss: 0.3877 - accuracy: 0.8421
Epoch 446/500
225/225 [==============================] - 0s 892us/step - loss: 0.3875 - accuracy: 0.8432
Epoch 447/500
225/225 [==============================] - 0s 887us/step - loss: 0.3876 - accuracy: 0.8432
Epoch 448/500
225/225 [==============================] - 0s 946us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 449/500
225/225 [==============================] - 0s 976us/step - loss: 0.3876 - accuracy: 0.8397
Epoch 450/500
225/225 [==============================] - 0s 917us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 451/500
225/225 [==============================] - 0s 864us/step - loss: 0.3875 - accuracy: 0.8418
Epoch 452/500
225/225 [==============================] - 0s 870us/step - loss: 0.3874 - accuracy: 0.8410
Epoch 453/500
225/225 [==============================] - 0s 877us/step - loss: 0.3877 - accuracy: 0.8418
Epoch 454/500
225/225 [==============================] - 0s 936us/step - loss: 0.3875 - accuracy: 0.8417
Epoch 455/500
225/225 [==============================] - 0s 923us/step - loss: 0.3875 - accuracy: 0.8425
Epoch 456/500
225/225 [==============================] - 0s 880us/step - loss: 0.3875 - accuracy: 0.8415
Epoch 457/500
225/225 [==============================] - 0s 967us/step - loss: 0.3876 - accuracy: 0.8422
Epoch 458/500
225/225 [==============================] - 0s 962us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 459/500
225/225 [==============================] - 0s 954us/step - loss: 0.3875 - accuracy: 0.8425
Epoch 460/500
225/225 [==============================] - 0s 917us/step - loss: 0.3876 - accuracy: 0.8421
Epoch 461/500
225/225 [==============================] - 0s 872us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 462/500
225/225 [==============================] - 0s 920us/step - loss: 0.3873 - accuracy: 0.8419
Epoch 463/500
225/225 [==============================] - 0s 977us/step - loss: 0.3873 - accuracy: 0.8411
Epoch 464/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3872 - accuracy: 0.8424
Epoch 465/500
225/225 [==============================] - 0s 906us/step - loss: 0.3874 - accuracy: 0.8426
Epoch 466/500
225/225 [==============================] - 0s 881us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 467/500
225/225 [==============================] - 0s 869us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 468/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3877 - accuracy: 0.8433
Epoch 469/500
225/225 [==============================] - 0s 888us/step - loss: 0.3874 - accuracy: 0.8425
Epoch 470/500
225/225 [==============================] - 0s 877us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 471/500
225/225 [==============================] - 0s 955us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 472/500
225/225 [==============================] - 0s 965us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 473/500
225/225 [==============================] - 0s 912us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 474/500
225/225 [==============================] - 0s 866us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 475/500
225/225 [==============================] - 0s 899us/step - loss: 0.3875 - accuracy: 0.8414
Epoch 476/500
225/225 [==============================] - 0s 887us/step - loss: 0.3872 - accuracy: 0.8431
Epoch 477/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8429
Epoch 478/500
225/225 [==============================] - 0s 906us/step - loss: 0.3876 - accuracy: 0.8407
Epoch 479/500
225/225 [==============================] - 0s 899us/step - loss: 0.3873 - accuracy: 0.8417
Epoch 480/500
225/225 [==============================] - 0s 888us/step - loss: 0.3875 - accuracy: 0.84140s - loss: 0.3718 - accuracy: 0.
Epoch 481/500
225/225 [==============================] - 0s 888us/step - loss: 0.3872 - accuracy: 0.8415
Epoch 482/500
225/225 [==============================] - 0s 948us/step - loss: 0.3877 - accuracy: 0.8414
Epoch 483/500
225/225 [==============================] - 0s 908us/step - loss: 0.3873 - accuracy: 0.8415
Epoch 484/500
225/225 [==============================] - 0s 900us/step - loss: 0.3875 - accuracy: 0.8431
Epoch 485/500
225/225 [==============================] - 0s 870us/step - loss: 0.3874 - accuracy: 0.8410
Epoch 486/500
225/225 [==============================] - 0s 961us/step - loss: 0.3873 - accuracy: 0.8414
Epoch 487/500
225/225 [==============================] - 0s 948us/step - loss: 0.3874 - accuracy: 0.8415
Epoch 488/500
225/225 [==============================] - 0s 926us/step - loss: 0.3874 - accuracy: 0.8401
Epoch 489/500
225/225 [==============================] - 0s 918us/step - loss: 0.3874 - accuracy: 0.8426
Epoch 490/500
225/225 [==============================] - 0s 917us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 491/500
225/225 [==============================] - 0s 861us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 492/500
225/225 [==============================] - 0s 883us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 493/500
225/225 [==============================] - 0s 998us/step - loss: 0.3876 - accuracy: 0.8419
Epoch 494/500
225/225 [==============================] - 0s 942us/step - loss: 0.3874 - accuracy: 0.8432
Epoch 495/500
225/225 [==============================] - 0s 916us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 496/500
225/225 [==============================] - 0s 917us/step - loss: 0.3876 - accuracy: 0.8407
Epoch 497/500
225/225 [==============================] - 0s 940us/step - loss: 0.3872 - accuracy: 0.8415
Epoch 498/500
225/225 [==============================] - 0s 842us/step - loss: 0.3880 - accuracy: 0.8422
Epoch 499/500
225/225 [==============================] - 0s 881us/step - loss: 0.3875 - accuracy: 0.8422
Epoch 500/500
225/225 [==============================] - 0s 881us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 1/500
225/225 [==============================] - 0s 905us/step - loss: 0.5838 - accuracy: 0.7989
Epoch 2/500
225/225 [==============================] - 0s 833us/step - loss: 0.4383 - accuracy: 0.7986
Epoch 3/500
225/225 [==============================] - 0s 834us/step - loss: 0.4309 - accuracy: 0.7986
Epoch 4/500
225/225 [==============================] - 0s 951us/step - loss: 0.4281 - accuracy: 0.7986
Epoch 5/500
225/225 [==============================] - 0s 883us/step - loss: 0.4258 - accuracy: 0.7986
Epoch 6/500
225/225 [==============================] - 0s 890us/step - loss: 0.4229 - accuracy: 0.7986
Epoch 7/500
225/225 [==============================] - 0s 826us/step - loss: 0.4202 - accuracy: 0.7986
Epoch 8/500
225/225 [==============================] - 0s 906us/step - loss: 0.4183 - accuracy: 0.8118
Epoch 9/500
225/225 [==============================] - 0s 895us/step - loss: 0.4165 - accuracy: 0.8221
Epoch 10/500
225/225 [==============================] - 0s 884us/step - loss: 0.4154 - accuracy: 0.8274
Epoch 11/500
225/225 [==============================] - 0s 863us/step - loss: 0.4139 - accuracy: 0.8301
Epoch 12/500
225/225 [==============================] - 0s 839us/step - loss: 0.4126 - accuracy: 0.8314
Epoch 13/500
225/225 [==============================] - 0s 889us/step - loss: 0.4121 - accuracy: 0.8318
Epoch 14/500
225/225 [==============================] - 0s 937us/step - loss: 0.4114 - accuracy: 0.8344
Epoch 15/500
225/225 [==============================] - 0s 830us/step - loss: 0.4103 - accuracy: 0.8340
Epoch 16/500
225/225 [==============================] - 0s 852us/step - loss: 0.4092 - accuracy: 0.8344
Epoch 17/500
225/225 [==============================] - 0s 883us/step - loss: 0.4086 - accuracy: 0.8347
Epoch 18/500
225/225 [==============================] - 0s 841us/step - loss: 0.4075 - accuracy: 0.8357
Epoch 19/500
225/225 [==============================] - 0s 945us/step - loss: 0.4067 - accuracy: 0.8353
Epoch 20/500
225/225 [==============================] - 0s 880us/step - loss: 0.4060 - accuracy: 0.8343
Epoch 21/500
225/225 [==============================] - 0s 850us/step - loss: 0.4057 - accuracy: 0.8349
Epoch 22/500
225/225 [==============================] - 0s 837us/step - loss: 0.4049 - accuracy: 0.8350
Epoch 23/500
225/225 [==============================] - 0s 930us/step - loss: 0.4045 - accuracy: 0.8365
Epoch 24/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4038 - accuracy: 0.8376
Epoch 25/500
225/225 [==============================] - 0s 907us/step - loss: 0.4033 - accuracy: 0.8361
Epoch 26/500
225/225 [==============================] - 0s 852us/step - loss: 0.4031 - accuracy: 0.8364
Epoch 27/500
225/225 [==============================] - 0s 868us/step - loss: 0.4027 - accuracy: 0.8372
Epoch 28/500
225/225 [==============================] - 0s 846us/step - loss: 0.4021 - accuracy: 0.8372
Epoch 29/500
225/225 [==============================] - 0s 919us/step - loss: 0.4018 - accuracy: 0.8382
Epoch 30/500
225/225 [==============================] - 0s 878us/step - loss: 0.4009 - accuracy: 0.8371
Epoch 31/500
225/225 [==============================] - 0s 851us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 32/500
225/225 [==============================] - 0s 872us/step - loss: 0.4004 - accuracy: 0.8369
Epoch 33/500
225/225 [==============================] - 0s 948us/step - loss: 0.4004 - accuracy: 0.8385
Epoch 34/500
225/225 [==============================] - 0s 877us/step - loss: 0.4000 - accuracy: 0.8379
Epoch 35/500
225/225 [==============================] - 0s 980us/step - loss: 0.3994 - accuracy: 0.8386
Epoch 36/500
225/225 [==============================] - 0s 881us/step - loss: 0.3995 - accuracy: 0.8378
Epoch 37/500
225/225 [==============================] - 0s 846us/step - loss: 0.3989 - accuracy: 0.8372
Epoch 38/500
225/225 [==============================] - 0s 924us/step - loss: 0.3990 - accuracy: 0.8375
Epoch 39/500
225/225 [==============================] - 0s 921us/step - loss: 0.3988 - accuracy: 0.8379
Epoch 40/500
225/225 [==============================] - 0s 890us/step - loss: 0.3987 - accuracy: 0.8382
Epoch 41/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8386
Epoch 42/500
225/225 [==============================] - 0s 850us/step - loss: 0.3984 - accuracy: 0.8375
Epoch 43/500
225/225 [==============================] - 0s 891us/step - loss: 0.3980 - accuracy: 0.8382
Epoch 44/500
225/225 [==============================] - 0s 822us/step - loss: 0.3979 - accuracy: 0.8383
Epoch 45/500
225/225 [==============================] - 0s 945us/step - loss: 0.3977 - accuracy: 0.8372
Epoch 46/500
225/225 [==============================] - 0s 910us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 47/500
225/225 [==============================] - 0s 852us/step - loss: 0.3978 - accuracy: 0.8369
Epoch 48/500
225/225 [==============================] - 0s 964us/step - loss: 0.3971 - accuracy: 0.8385
Epoch 49/500
225/225 [==============================] - 0s 883us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 50/500
225/225 [==============================] - 0s 893us/step - loss: 0.3969 - accuracy: 0.8385
Epoch 51/500
225/225 [==============================] - 0s 895us/step - loss: 0.3970 - accuracy: 0.8378
Epoch 52/500
225/225 [==============================] - 0s 893us/step - loss: 0.3971 - accuracy: 0.8381
Epoch 53/500
225/225 [==============================] - 0s 985us/step - loss: 0.3964 - accuracy: 0.8376
Epoch 54/500
225/225 [==============================] - 0s 937us/step - loss: 0.3966 - accuracy: 0.8375
Epoch 55/500
225/225 [==============================] - 0s 891us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 56/500
225/225 [==============================] - 0s 948us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 57/500
225/225 [==============================] - 0s 926us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 58/500
225/225 [==============================] - 0s 928us/step - loss: 0.3960 - accuracy: 0.8374
Epoch 59/500
225/225 [==============================] - 0s 928us/step - loss: 0.3961 - accuracy: 0.8371
Epoch 60/500
225/225 [==============================] - 0s 947us/step - loss: 0.3959 - accuracy: 0.8379
Epoch 61/500
225/225 [==============================] - 0s 917us/step - loss: 0.3957 - accuracy: 0.8367
Epoch 62/500
225/225 [==============================] - 0s 863us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 63/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3955 - accuracy: 0.8383
Epoch 64/500
225/225 [==============================] - 0s 877us/step - loss: 0.3955 - accuracy: 0.8385
Epoch 65/500
225/225 [==============================] - 0s 881us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 66/500
225/225 [==============================] - 0s 877us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 67/500
225/225 [==============================] - 0s 944us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 68/500
225/225 [==============================] - 0s 887us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 69/500
225/225 [==============================] - 0s 937us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 70/500
225/225 [==============================] - 0s 876us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 71/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8382
Epoch 72/500
225/225 [==============================] - 0s 974us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 73/500
225/225 [==============================] - 0s 946us/step - loss: 0.3950 - accuracy: 0.8390
Epoch 74/500
225/225 [==============================] - 0s 962us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 75/500
225/225 [==============================] - 0s 963us/step - loss: 0.3945 - accuracy: 0.8372
Epoch 76/500
225/225 [==============================] - 0s 984us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 77/500
225/225 [==============================] - 0s 905us/step - loss: 0.3947 - accuracy: 0.8372
Epoch 78/500
225/225 [==============================] - 0s 910us/step - loss: 0.3948 - accuracy: 0.8372
Epoch 79/500
225/225 [==============================] - 0s 914us/step - loss: 0.3946 - accuracy: 0.8374
Epoch 80/500
225/225 [==============================] - 0s 921us/step - loss: 0.3946 - accuracy: 0.8372
Epoch 81/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8379
Epoch 82/500
225/225 [==============================] - 0s 903us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 83/500
225/225 [==============================] - 0s 885us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 84/500
225/225 [==============================] - 0s 881us/step - loss: 0.3944 - accuracy: 0.8385
Epoch 85/500
225/225 [==============================] - 0s 869us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 86/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8381
Epoch 87/500
225/225 [==============================] - 0s 864us/step - loss: 0.3942 - accuracy: 0.8382
Epoch 88/500
225/225 [==============================] - 0s 870us/step - loss: 0.3946 - accuracy: 0.8386
Epoch 89/500
225/225 [==============================] - 0s 845us/step - loss: 0.3945 - accuracy: 0.8378
Epoch 90/500
225/225 [==============================] - 0s 927us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 91/500
225/225 [==============================] - 0s 940us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 92/500
225/225 [==============================] - 0s 940us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 93/500
225/225 [==============================] - 0s 947us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 94/500
225/225 [==============================] - 0s 916us/step - loss: 0.3940 - accuracy: 0.8383
Epoch 95/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8388
Epoch 96/500
225/225 [==============================] - 0s 891us/step - loss: 0.3940 - accuracy: 0.8383
Epoch 97/500
225/225 [==============================] - 0s 881us/step - loss: 0.3941 - accuracy: 0.8400
Epoch 98/500
225/225 [==============================] - 0s 880us/step - loss: 0.3940 - accuracy: 0.8396
Epoch 99/500
225/225 [==============================] - 0s 915us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 100/500
225/225 [==============================] - 0s 926us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 101/500
225/225 [==============================] - 0s 913us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 102/500
225/225 [==============================] - 0s 936us/step - loss: 0.3940 - accuracy: 0.8381
Epoch 103/500
225/225 [==============================] - 0s 971us/step - loss: 0.3940 - accuracy: 0.8382
Epoch 104/500
225/225 [==============================] - 0s 888us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 105/500
225/225 [==============================] - 0s 944us/step - loss: 0.3939 - accuracy: 0.8363
Epoch 106/500
225/225 [==============================] - 0s 957us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 107/500
225/225 [==============================] - 0s 891us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 108/500
225/225 [==============================] - 0s 858us/step - loss: 0.3938 - accuracy: 0.8393
Epoch 109/500
225/225 [==============================] - 0s 949us/step - loss: 0.3938 - accuracy: 0.8394
Epoch 110/500
225/225 [==============================] - 0s 947us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 111/500
225/225 [==============================] - 0s 908us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 112/500
225/225 [==============================] - 0s 905us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 113/500
225/225 [==============================] - 0s 872us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 114/500
225/225 [==============================] - 0s 886us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 115/500
225/225 [==============================] - 0s 969us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 116/500
225/225 [==============================] - 0s 925us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 117/500
225/225 [==============================] - 0s 905us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 118/500
225/225 [==============================] - 0s 913us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 119/500
225/225 [==============================] - 0s 914us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 120/500
225/225 [==============================] - 0s 854us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 121/500
225/225 [==============================] - 0s 943us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 122/500
225/225 [==============================] - 0s 922us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 123/500
225/225 [==============================] - 0s 937us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 124/500
225/225 [==============================] - 0s 949us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 125/500
225/225 [==============================] - 0s 908us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 126/500
225/225 [==============================] - 0s 843us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 127/500
225/225 [==============================] - 0s 928us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 128/500
225/225 [==============================] - 0s 924us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 129/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8372
Epoch 130/500
225/225 [==============================] - 0s 934us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 131/500
225/225 [==============================] - 0s 926us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 132/500
225/225 [==============================] - 0s 918us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 133/500
225/225 [==============================] - 0s 958us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 134/500
225/225 [==============================] - 0s 981us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 135/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8382
Epoch 136/500
225/225 [==============================] - 0s 929us/step - loss: 0.3926 - accuracy: 0.8389
Epoch 137/500
225/225 [==============================] - 0s 909us/step - loss: 0.3927 - accuracy: 0.8383
Epoch 138/500
225/225 [==============================] - 0s 947us/step - loss: 0.3924 - accuracy: 0.8389
Epoch 139/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8374
Epoch 140/500
225/225 [==============================] - 0s 892us/step - loss: 0.3925 - accuracy: 0.8388
Epoch 141/500
225/225 [==============================] - 0s 878us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 142/500
225/225 [==============================] - 0s 944us/step - loss: 0.3923 - accuracy: 0.8394
Epoch 143/500
225/225 [==============================] - 0s 905us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 144/500
225/225 [==============================] - 0s 878us/step - loss: 0.3924 - accuracy: 0.8385
Epoch 145/500
225/225 [==============================] - 0s 983us/step - loss: 0.3927 - accuracy: 0.83810s - loss: 0.3872 - accuracy: 0.
Epoch 146/500
225/225 [==============================] - 0s 948us/step - loss: 0.3923 - accuracy: 0.8399
Epoch 147/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8386
Epoch 148/500
225/225 [==============================] - 0s 993us/step - loss: 0.3921 - accuracy: 0.8390
Epoch 149/500
225/225 [==============================] - 0s 948us/step - loss: 0.3920 - accuracy: 0.8393
Epoch 150/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8385
Epoch 151/500
225/225 [==============================] - 0s 928us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 152/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8385
Epoch 153/500
225/225 [==============================] - 0s 959us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 154/500
225/225 [==============================] - 0s 955us/step - loss: 0.3919 - accuracy: 0.8388
Epoch 155/500
225/225 [==============================] - 0s 913us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 156/500
225/225 [==============================] - 0s 957us/step - loss: 0.3919 - accuracy: 0.8401
Epoch 157/500
225/225 [==============================] - 0s 971us/step - loss: 0.3923 - accuracy: 0.8388
Epoch 158/500
225/225 [==============================] - 0s 968us/step - loss: 0.3920 - accuracy: 0.8397
Epoch 159/500
225/225 [==============================] - 0s 884us/step - loss: 0.3917 - accuracy: 0.8393
Epoch 160/500
225/225 [==============================] - 0s 865us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 161/500
225/225 [==============================] - 0s 944us/step - loss: 0.3919 - accuracy: 0.8382
Epoch 162/500
225/225 [==============================] - 0s 901us/step - loss: 0.3922 - accuracy: 0.8393
Epoch 163/500
225/225 [==============================] - 0s 882us/step - loss: 0.3917 - accuracy: 0.8389
Epoch 164/500
225/225 [==============================] - 0s 948us/step - loss: 0.3920 - accuracy: 0.8382
Epoch 165/500
225/225 [==============================] - 0s 916us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 166/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8404
Epoch 167/500
225/225 [==============================] - 0s 932us/step - loss: 0.3921 - accuracy: 0.8397
Epoch 168/500
225/225 [==============================] - 0s 842us/step - loss: 0.3919 - accuracy: 0.8388
Epoch 169/500
225/225 [==============================] - 0s 959us/step - loss: 0.3919 - accuracy: 0.8388
Epoch 170/500
225/225 [==============================] - 0s 948us/step - loss: 0.3922 - accuracy: 0.8403
Epoch 171/500
225/225 [==============================] - 0s 955us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 172/500
225/225 [==============================] - 0s 898us/step - loss: 0.3915 - accuracy: 0.8394
Epoch 173/500
225/225 [==============================] - 0s 862us/step - loss: 0.3920 - accuracy: 0.8407
Epoch 174/500
225/225 [==============================] - 0s 879us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 175/500
225/225 [==============================] - 0s 903us/step - loss: 0.3916 - accuracy: 0.8369
Epoch 176/500
225/225 [==============================] - 0s 926us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 177/500
225/225 [==============================] - 0s 999us/step - loss: 0.3922 - accuracy: 0.8388
Epoch 178/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8386
Epoch 179/500
225/225 [==============================] - 0s 891us/step - loss: 0.3918 - accuracy: 0.8382
Epoch 180/500
225/225 [==============================] - 0s 928us/step - loss: 0.3918 - accuracy: 0.8388
Epoch 181/500
225/225 [==============================] - 0s 876us/step - loss: 0.3919 - accuracy: 0.8383
Epoch 182/500
225/225 [==============================] - 0s 867us/step - loss: 0.3915 - accuracy: 0.8400
Epoch 183/500
225/225 [==============================] - 0s 862us/step - loss: 0.3918 - accuracy: 0.8385
Epoch 184/500
225/225 [==============================] - 0s 943us/step - loss: 0.3917 - accuracy: 0.8383
Epoch 185/500
225/225 [==============================] - 0s 958us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 186/500
225/225 [==============================] - 0s 923us/step - loss: 0.3917 - accuracy: 0.8393
Epoch 187/500
225/225 [==============================] - 0s 917us/step - loss: 0.3917 - accuracy: 0.8386
Epoch 188/500
225/225 [==============================] - ETA: 0s - loss: 0.3917 - accuracy: 0.83 - 0s 881us/step - loss: 0.3918 - accuracy: 0.8378
Epoch 189/500
225/225 [==============================] - 0s 912us/step - loss: 0.3916 - accuracy: 0.8381
Epoch 190/500
225/225 [==============================] - 0s 951us/step - loss: 0.3919 - accuracy: 0.8383
Epoch 191/500
225/225 [==============================] - 0s 922us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 192/500
225/225 [==============================] - 0s 921us/step - loss: 0.3920 - accuracy: 0.8383
Epoch 193/500
225/225 [==============================] - 0s 925us/step - loss: 0.3916 - accuracy: 0.8381
Epoch 194/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8399
Epoch 195/500
225/225 [==============================] - 0s 894us/step - loss: 0.3919 - accuracy: 0.8392
Epoch 196/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8389
Epoch 197/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8392
Epoch 198/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8388
Epoch 199/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8389
Epoch 200/500
225/225 [==============================] - 0s 892us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 201/500
225/225 [==============================] - 0s 914us/step - loss: 0.3918 - accuracy: 0.8386
Epoch 202/500
225/225 [==============================] - 0s 925us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 203/500
225/225 [==============================] - 0s 928us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 204/500
225/225 [==============================] - 0s 867us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 205/500
225/225 [==============================] - 0s 969us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 206/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8381
Epoch 207/500
225/225 [==============================] - 0s 986us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 208/500
225/225 [==============================] - 0s 880us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 209/500
225/225 [==============================] - 0s 896us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 210/500
225/225 [==============================] - 0s 889us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 211/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8383
Epoch 212/500
225/225 [==============================] - 0s 919us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 213/500
225/225 [==============================] - 0s 888us/step - loss: 0.3916 - accuracy: 0.8385
Epoch 214/500
225/225 [==============================] - 0s 852us/step - loss: 0.3917 - accuracy: 0.8396
Epoch 215/500
225/225 [==============================] - 0s 875us/step - loss: 0.3917 - accuracy: 0.8372
Epoch 216/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8383
Epoch 217/500
225/225 [==============================] - 0s 929us/step - loss: 0.3915 - accuracy: 0.8396
Epoch 218/500
225/225 [==============================] - 0s 954us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 219/500
225/225 [==============================] - 0s 910us/step - loss: 0.3916 - accuracy: 0.8403
Epoch 220/500
225/225 [==============================] - 0s 866us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 221/500
225/225 [==============================] - 0s 906us/step - loss: 0.3916 - accuracy: 0.8396
Epoch 222/500
225/225 [==============================] - 0s 924us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 223/500
225/225 [==============================] - 0s 884us/step - loss: 0.3913 - accuracy: 0.8389
Epoch 224/500
225/225 [==============================] - 0s 882us/step - loss: 0.3916 - accuracy: 0.8406
Epoch 225/500
225/225 [==============================] - 0s 879us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 226/500
225/225 [==============================] - 0s 877us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 227/500
225/225 [==============================] - 0s 956us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 228/500
225/225 [==============================] - 0s 935us/step - loss: 0.3919 - accuracy: 0.8381
Epoch 229/500
225/225 [==============================] - 0s 880us/step - loss: 0.3915 - accuracy: 0.8372
Epoch 230/500
225/225 [==============================] - 0s 972us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 231/500
225/225 [==============================] - 0s 890us/step - loss: 0.3914 - accuracy: 0.8390
Epoch 232/500
225/225 [==============================] - 0s 868us/step - loss: 0.3917 - accuracy: 0.8392
Epoch 233/500
225/225 [==============================] - 0s 889us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 234/500
225/225 [==============================] - 0s 864us/step - loss: 0.3916 - accuracy: 0.8403
Epoch 235/500
225/225 [==============================] - 0s 915us/step - loss: 0.3913 - accuracy: 0.8403
Epoch 236/500
225/225 [==============================] - 0s 855us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 237/500
225/225 [==============================] - 0s 834us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 238/500
225/225 [==============================] - 0s 911us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 239/500
225/225 [==============================] - 0s 880us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 240/500
225/225 [==============================] - 0s 932us/step - loss: 0.3917 - accuracy: 0.8392
Epoch 241/500
225/225 [==============================] - 0s 884us/step - loss: 0.3916 - accuracy: 0.8400
Epoch 242/500
225/225 [==============================] - 0s 846us/step - loss: 0.3910 - accuracy: 0.8404
Epoch 243/500
225/225 [==============================] - 0s 903us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 244/500
225/225 [==============================] - 0s 863us/step - loss: 0.3914 - accuracy: 0.8396
Epoch 245/500
225/225 [==============================] - 0s 942us/step - loss: 0.3917 - accuracy: 0.8397
Epoch 246/500
225/225 [==============================] - 0s 947us/step - loss: 0.3915 - accuracy: 0.8381
Epoch 247/500
225/225 [==============================] - 0s 915us/step - loss: 0.3913 - accuracy: 0.8383
Epoch 248/500
225/225 [==============================] - 0s 884us/step - loss: 0.3916 - accuracy: 0.8397
Epoch 249/500
225/225 [==============================] - 0s 990us/step - loss: 0.3912 - accuracy: 0.8393
Epoch 250/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8382
Epoch 251/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8394
Epoch 252/500
225/225 [==============================] - 0s 890us/step - loss: 0.3916 - accuracy: 0.8393
Epoch 253/500
225/225 [==============================] - 0s 991us/step - loss: 0.3914 - accuracy: 0.8376
Epoch 254/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8400
Epoch 255/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8386
Epoch 256/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8376
Epoch 257/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8393
Epoch 258/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8390
Epoch 259/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8389
Epoch 260/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8406
Epoch 261/500
225/225 [==============================] - 0s 939us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 262/500
225/225 [==============================] - 0s 914us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 263/500
225/225 [==============================] - 0s 987us/step - loss: 0.3913 - accuracy: 0.8379
Epoch 264/500
225/225 [==============================] - 0s 937us/step - loss: 0.3916 - accuracy: 0.8390
Epoch 265/500
225/225 [==============================] - 0s 891us/step - loss: 0.3914 - accuracy: 0.8397
Epoch 266/500
225/225 [==============================] - 0s 888us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 267/500
225/225 [==============================] - 0s 855us/step - loss: 0.3915 - accuracy: 0.8386
Epoch 268/500
225/225 [==============================] - 0s 948us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 269/500
225/225 [==============================] - 0s 915us/step - loss: 0.3915 - accuracy: 0.8400
Epoch 270/500
225/225 [==============================] - 0s 954us/step - loss: 0.3916 - accuracy: 0.8388
Epoch 271/500
225/225 [==============================] - 0s 919us/step - loss: 0.3911 - accuracy: 0.8385
Epoch 272/500
225/225 [==============================] - 0s 889us/step - loss: 0.3912 - accuracy: 0.8368
Epoch 273/500
225/225 [==============================] - 0s 917us/step - loss: 0.3914 - accuracy: 0.8376
Epoch 274/500
225/225 [==============================] - 0s 963us/step - loss: 0.3915 - accuracy: 0.8397
Epoch 275/500
225/225 [==============================] - 0s 879us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 276/500
225/225 [==============================] - 0s 867us/step - loss: 0.3912 - accuracy: 0.8394
Epoch 277/500
225/225 [==============================] - 0s 915us/step - loss: 0.3916 - accuracy: 0.8376
Epoch 278/500
225/225 [==============================] - 0s 875us/step - loss: 0.3916 - accuracy: 0.8383
Epoch 279/500
225/225 [==============================] - 0s 927us/step - loss: 0.3916 - accuracy: 0.8390
Epoch 280/500
225/225 [==============================] - 0s 860us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 281/500
225/225 [==============================] - 0s 866us/step - loss: 0.3912 - accuracy: 0.8374
Epoch 282/500
225/225 [==============================] - 0s 935us/step - loss: 0.3912 - accuracy: 0.8389
Epoch 283/500
225/225 [==============================] - 0s 891us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 284/500
225/225 [==============================] - 0s 847us/step - loss: 0.3915 - accuracy: 0.8407
Epoch 285/500
225/225 [==============================] - 0s 927us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 286/500
225/225 [==============================] - 0s 935us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 287/500
225/225 [==============================] - 0s 984us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 288/500
225/225 [==============================] - 0s 987us/step - loss: 0.3915 - accuracy: 0.8390
Epoch 289/500
225/225 [==============================] - 0s 910us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 290/500
225/225 [==============================] - 0s 905us/step - loss: 0.3911 - accuracy: 0.8392
Epoch 291/500
225/225 [==============================] - 0s 921us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 292/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8403
Epoch 293/500
225/225 [==============================] - 0s 970us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 294/500
225/225 [==============================] - 0s 908us/step - loss: 0.3915 - accuracy: 0.8378
Epoch 295/500
225/225 [==============================] - 0s 876us/step - loss: 0.3916 - accuracy: 0.8381
Epoch 296/500
225/225 [==============================] - 0s 888us/step - loss: 0.3914 - accuracy: 0.8379
Epoch 297/500
225/225 [==============================] - 0s 871us/step - loss: 0.3916 - accuracy: 0.8401
Epoch 298/500
225/225 [==============================] - 0s 873us/step - loss: 0.3909 - accuracy: 0.8375
Epoch 299/500
225/225 [==============================] - 0s 872us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 300/500
225/225 [==============================] - 0s 887us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 301/500
225/225 [==============================] - 0s 946us/step - loss: 0.3917 - accuracy: 0.8385
Epoch 302/500
225/225 [==============================] - 0s 912us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 303/500
225/225 [==============================] - 0s 891us/step - loss: 0.3915 - accuracy: 0.8390
Epoch 304/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3911 - accuracy: 0.8392
Epoch 305/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8386
Epoch 306/500
225/225 [==============================] - 0s 975us/step - loss: 0.3915 - accuracy: 0.8392
Epoch 307/500
225/225 [==============================] - 0s 951us/step - loss: 0.3916 - accuracy: 0.8382
Epoch 308/500
225/225 [==============================] - 0s 979us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 309/500
225/225 [==============================] - 0s 910us/step - loss: 0.3912 - accuracy: 0.8378
Epoch 310/500
225/225 [==============================] - 0s 960us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 311/500
225/225 [==============================] - 0s 989us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 312/500
225/225 [==============================] - 0s 962us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 313/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8397
Epoch 314/500
225/225 [==============================] - 0s 946us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 315/500
225/225 [==============================] - 0s 919us/step - loss: 0.3914 - accuracy: 0.8394
Epoch 316/500
225/225 [==============================] - 0s 857us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 317/500
225/225 [==============================] - 0s 875us/step - loss: 0.3912 - accuracy: 0.8397
Epoch 318/500
225/225 [==============================] - 0s 886us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 319/500
225/225 [==============================] - 0s 884us/step - loss: 0.3915 - accuracy: 0.8400
Epoch 320/500
225/225 [==============================] - 0s 975us/step - loss: 0.3916 - accuracy: 0.8390
Epoch 321/500
225/225 [==============================] - 0s 884us/step - loss: 0.3916 - accuracy: 0.8385
Epoch 322/500
225/225 [==============================] - 0s 845us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 323/500
225/225 [==============================] - 0s 993us/step - loss: 0.3915 - accuracy: 0.8382
Epoch 324/500
225/225 [==============================] - 0s 918us/step - loss: 0.3916 - accuracy: 0.8385
Epoch 325/500
225/225 [==============================] - 0s 897us/step - loss: 0.3915 - accuracy: 0.8371
Epoch 326/500
225/225 [==============================] - 0s 879us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 327/500
225/225 [==============================] - 0s 853us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 328/500
225/225 [==============================] - 0s 973us/step - loss: 0.3907 - accuracy: 0.8400
Epoch 329/500
225/225 [==============================] - 0s 912us/step - loss: 0.3920 - accuracy: 0.8383
Epoch 330/500
225/225 [==============================] - 0s 881us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 331/500
225/225 [==============================] - 0s 956us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 332/500
225/225 [==============================] - 0s 953us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 333/500
225/225 [==============================] - 0s 942us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 334/500
225/225 [==============================] - 0s 943us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 335/500
225/225 [==============================] - 0s 885us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 336/500
225/225 [==============================] - 0s 861us/step - loss: 0.3911 - accuracy: 0.8371
Epoch 337/500
225/225 [==============================] - 0s 911us/step - loss: 0.3915 - accuracy: 0.8396
Epoch 338/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8388
Epoch 339/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8386
Epoch 340/500
225/225 [==============================] - 0s 880us/step - loss: 0.3914 - accuracy: 0.8378
Epoch 341/500
225/225 [==============================] - 0s 849us/step - loss: 0.3915 - accuracy: 0.8396
Epoch 342/500
225/225 [==============================] - 0s 875us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 343/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8393
Epoch 344/500
225/225 [==============================] - 0s 929us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 345/500
225/225 [==============================] - 0s 893us/step - loss: 0.3916 - accuracy: 0.8390
Epoch 346/500
225/225 [==============================] - 0s 849us/step - loss: 0.3911 - accuracy: 0.8389
Epoch 347/500
225/225 [==============================] - 0s 924us/step - loss: 0.3914 - accuracy: 0.8374
Epoch 348/500
225/225 [==============================] - 0s 934us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 349/500
225/225 [==============================] - 0s 883us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 350/500
225/225 [==============================] - 0s 920us/step - loss: 0.3912 - accuracy: 0.8389
Epoch 351/500
225/225 [==============================] - 0s 909us/step - loss: 0.3912 - accuracy: 0.8404
Epoch 352/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8382
Epoch 353/500
225/225 [==============================] - 0s 925us/step - loss: 0.3910 - accuracy: 0.8385
Epoch 354/500
225/225 [==============================] - 0s 904us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 355/500
225/225 [==============================] - 0s 868us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 356/500
225/225 [==============================] - 0s 977us/step - loss: 0.3911 - accuracy: 0.8383
Epoch 357/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8379
Epoch 358/500
225/225 [==============================] - 0s 890us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 359/500
225/225 [==============================] - 0s 918us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 360/500
225/225 [==============================] - 0s 849us/step - loss: 0.3911 - accuracy: 0.8397
Epoch 361/500
225/225 [==============================] - 0s 891us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 362/500
225/225 [==============================] - 0s 966us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 363/500
225/225 [==============================] - 0s 906us/step - loss: 0.3907 - accuracy: 0.8379
Epoch 364/500
225/225 [==============================] - 0s 940us/step - loss: 0.3912 - accuracy: 0.8400
Epoch 365/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8378
Epoch 366/500
225/225 [==============================] - 0s 909us/step - loss: 0.3911 - accuracy: 0.8393
Epoch 367/500
225/225 [==============================] - 0s 883us/step - loss: 0.3915 - accuracy: 0.8382
Epoch 368/500
225/225 [==============================] - ETA: 0s - loss: 0.3961 - accuracy: 0.83 - 0s 888us/step - loss: 0.3914 - accuracy: 0.8390
Epoch 369/500
225/225 [==============================] - 0s 900us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 370/500
225/225 [==============================] - 0s 970us/step - loss: 0.3916 - accuracy: 0.8379
Epoch 371/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8396
Epoch 372/500
225/225 [==============================] - 0s 930us/step - loss: 0.3914 - accuracy: 0.8381
Epoch 373/500
225/225 [==============================] - 0s 865us/step - loss: 0.3912 - accuracy: 0.8400
Epoch 374/500
225/225 [==============================] - 0s 946us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 375/500
225/225 [==============================] - 0s 937us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 376/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8397
Epoch 377/500
225/225 [==============================] - 0s 964us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 378/500
225/225 [==============================] - 0s 923us/step - loss: 0.3911 - accuracy: 0.8392
Epoch 379/500
225/225 [==============================] - 0s 920us/step - loss: 0.3910 - accuracy: 0.8397
Epoch 380/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8382
Epoch 381/500
225/225 [==============================] - 0s 903us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 382/500
225/225 [==============================] - 0s 935us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 383/500
225/225 [==============================] - 0s 901us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 384/500
225/225 [==============================] - 0s 934us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 385/500
225/225 [==============================] - 0s 960us/step - loss: 0.3913 - accuracy: 0.8399
Epoch 386/500
225/225 [==============================] - 0s 947us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 387/500
225/225 [==============================] - 0s 941us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 388/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8374
Epoch 389/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8382
Epoch 390/500
225/225 [==============================] - 0s 838us/step - loss: 0.3915 - accuracy: 0.8399
Epoch 391/500
225/225 [==============================] - 0s 909us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 392/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8406
Epoch 393/500
225/225 [==============================] - 0s 983us/step - loss: 0.3911 - accuracy: 0.8392
Epoch 394/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3912 - accuracy: 0.8383: 0s - loss: 0.3893 - ac
Epoch 395/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3911 - accuracy: 0.8376
Epoch 396/500
225/225 [==============================] - 0s 796us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 397/500
225/225 [==============================] - 0s 842us/step - loss: 0.3915 - accuracy: 0.8376
Epoch 398/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8378
Epoch 399/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8399
Epoch 400/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8408
Epoch 401/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8376
Epoch 402/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8388
Epoch 403/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8382
Epoch 404/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8401
Epoch 405/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8383
Epoch 406/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8375
Epoch 407/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3909 - accuracy: 0.8379
Epoch 408/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8399
Epoch 409/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8382
Epoch 410/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8390
Epoch 411/500
225/225 [==============================] - 0s 981us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 412/500
225/225 [==============================] - 0s 964us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 413/500
225/225 [==============================] - 0s 892us/step - loss: 0.3912 - accuracy: 0.8385
Epoch 414/500
225/225 [==============================] - 0s 936us/step - loss: 0.3912 - accuracy: 0.8381
Epoch 415/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8379
Epoch 416/500
225/225 [==============================] - 0s 967us/step - loss: 0.3911 - accuracy: 0.8400
Epoch 417/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8382
Epoch 418/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8386
Epoch 419/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8394
Epoch 420/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8378
Epoch 421/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8382
Epoch 422/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8393
Epoch 423/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8381
Epoch 424/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8381
Epoch 425/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8382
Epoch 426/500
225/225 [==============================] - 0s 956us/step - loss: 0.3915 - accuracy: 0.8381
Epoch 427/500
225/225 [==============================] - 0s 888us/step - loss: 0.3911 - accuracy: 0.8390
Epoch 428/500
225/225 [==============================] - 0s 873us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 429/500
225/225 [==============================] - 0s 951us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 430/500
225/225 [==============================] - 0s 907us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 431/500
225/225 [==============================] - 0s 857us/step - loss: 0.3913 - accuracy: 0.8378
Epoch 432/500
225/225 [==============================] - 0s 881us/step - loss: 0.3913 - accuracy: 0.8378
Epoch 433/500
225/225 [==============================] - 0s 842us/step - loss: 0.3910 - accuracy: 0.8393
Epoch 434/500
225/225 [==============================] - 0s 949us/step - loss: 0.3907 - accuracy: 0.8394
Epoch 435/500
225/225 [==============================] - 0s 956us/step - loss: 0.3912 - accuracy: 0.8396
Epoch 436/500
225/225 [==============================] - 0s 920us/step - loss: 0.3911 - accuracy: 0.8376
Epoch 437/500
225/225 [==============================] - 0s 882us/step - loss: 0.3911 - accuracy: 0.8389
Epoch 438/500
225/225 [==============================] - 0s 867us/step - loss: 0.3914 - accuracy: 0.8379
Epoch 439/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8396
Epoch 440/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8379
Epoch 441/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8385
Epoch 442/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3909 - accuracy: 0.8392
Epoch 443/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8390
Epoch 444/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8390
Epoch 445/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8386
Epoch 446/500
225/225 [==============================] - 0s 928us/step - loss: 0.3913 - accuracy: 0.8378
Epoch 447/500
225/225 [==============================] - 0s 890us/step - loss: 0.3912 - accuracy: 0.8401
Epoch 448/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8385
Epoch 449/500
225/225 [==============================] - 0s 915us/step - loss: 0.3914 - accuracy: 0.8389
Epoch 450/500
225/225 [==============================] - 0s 907us/step - loss: 0.3911 - accuracy: 0.8393
Epoch 451/500
225/225 [==============================] - 0s 961us/step - loss: 0.3911 - accuracy: 0.8383
Epoch 452/500
225/225 [==============================] - 0s 953us/step - loss: 0.3911 - accuracy: 0.8396
Epoch 453/500
225/225 [==============================] - 0s 881us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 454/500
225/225 [==============================] - 0s 933us/step - loss: 0.3910 - accuracy: 0.8393
Epoch 455/500
225/225 [==============================] - 0s 975us/step - loss: 0.3911 - accuracy: 0.8394
Epoch 456/500
225/225 [==============================] - 0s 934us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 457/500
225/225 [==============================] - 0s 989us/step - loss: 0.3913 - accuracy: 0.8394
Epoch 458/500
225/225 [==============================] - 0s 921us/step - loss: 0.3912 - accuracy: 0.8396
Epoch 459/500
225/225 [==============================] - 0s 927us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 460/500
225/225 [==============================] - 0s 961us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 461/500
225/225 [==============================] - 0s 929us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 462/500
225/225 [==============================] - 0s 894us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 463/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8386
Epoch 464/500
225/225 [==============================] - 0s 907us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 465/500
225/225 [==============================] - 0s 891us/step - loss: 0.3913 - accuracy: 0.8397
Epoch 466/500
225/225 [==============================] - 0s 983us/step - loss: 0.3913 - accuracy: 0.8383
Epoch 467/500
225/225 [==============================] - 0s 926us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 468/500
225/225 [==============================] - 0s 930us/step - loss: 0.3912 - accuracy: 0.8385
Epoch 469/500
225/225 [==============================] - 0s 939us/step - loss: 0.3916 - accuracy: 0.8394
Epoch 470/500
225/225 [==============================] - 0s 958us/step - loss: 0.3913 - accuracy: 0.8394
Epoch 471/500
225/225 [==============================] - 0s 988us/step - loss: 0.3912 - accuracy: 0.8385
Epoch 472/500
225/225 [==============================] - ETA: 0s - loss: 0.3967 - accuracy: 0.83 - 0s 875us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 473/500
225/225 [==============================] - 0s 867us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 474/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8393
Epoch 475/500
225/225 [==============================] - 0s 910us/step - loss: 0.3910 - accuracy: 0.8396
Epoch 476/500
225/225 [==============================] - 0s 881us/step - loss: 0.3912 - accuracy: 0.8394
Epoch 477/500
225/225 [==============================] - 0s 913us/step - loss: 0.3911 - accuracy: 0.83890s - loss: 0.3945 - accuracy: 0.
Epoch 478/500
225/225 [==============================] - 0s 937us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 479/500
225/225 [==============================] - 0s 880us/step - loss: 0.3911 - accuracy: 0.8397
Epoch 480/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8399
Epoch 481/500
225/225 [==============================] - 0s 933us/step - loss: 0.3913 - accuracy: 0.8375
Epoch 482/500
225/225 [==============================] - 0s 872us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 483/500
225/225 [==============================] - 0s 869us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 484/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3909 - accuracy: 0.8396
Epoch 485/500
225/225 [==============================] - 0s 861us/step - loss: 0.3911 - accuracy: 0.8376
Epoch 486/500
225/225 [==============================] - 0s 885us/step - loss: 0.3913 - accuracy: 0.8399
Epoch 487/500
225/225 [==============================] - 0s 881us/step - loss: 0.3906 - accuracy: 0.8397
Epoch 488/500
225/225 [==============================] - 0s 970us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 489/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8399
Epoch 490/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8386
Epoch 491/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8392
Epoch 492/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8390: 0s - loss: 0.3971 - accuracy: 0.
Epoch 493/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8392
Epoch 494/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3906 - accuracy: 0.8382
Epoch 495/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8394
Epoch 496/500
225/225 [==============================] - 0s 926us/step - loss: 0.3911 - accuracy: 0.8382
Epoch 497/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8385
Epoch 498/500
225/225 [==============================] - 0s 961us/step - loss: 0.3910 - accuracy: 0.8390
Epoch 499/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8385
Epoch 500/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3909 - accuracy: 0.8397
Epoch 1/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5879 - accuracy: 0.7965
Epoch 2/500
225/225 [==============================] - 0s 993us/step - loss: 0.4438 - accuracy: 0.7964
Epoch 3/500
225/225 [==============================] - 0s 991us/step - loss: 0.4362 - accuracy: 0.7964
Epoch 4/500
225/225 [==============================] - 0s 933us/step - loss: 0.4336 - accuracy: 0.7964
Epoch 5/500
225/225 [==============================] - 0s 926us/step - loss: 0.4324 - accuracy: 0.7964
Epoch 6/500
225/225 [==============================] - 0s 945us/step - loss: 0.4314 - accuracy: 0.7964
Epoch 7/500
225/225 [==============================] - 0s 904us/step - loss: 0.4306 - accuracy: 0.7964
Epoch 8/500
225/225 [==============================] - 0s 877us/step - loss: 0.4298 - accuracy: 0.7964
Epoch 9/500
225/225 [==============================] - 0s 954us/step - loss: 0.4290 - accuracy: 0.7964
Epoch 10/500
225/225 [==============================] - 0s 904us/step - loss: 0.4281 - accuracy: 0.7964
Epoch 11/500
225/225 [==============================] - 0s 938us/step - loss: 0.4270 - accuracy: 0.7964
Epoch 12/500
225/225 [==============================] - 0s 889us/step - loss: 0.4255 - accuracy: 0.8004
Epoch 13/500
225/225 [==============================] - 0s 944us/step - loss: 0.4228 - accuracy: 0.8150
Epoch 14/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4204 - accuracy: 0.8181
Epoch 15/500
225/225 [==============================] - 0s 959us/step - loss: 0.4187 - accuracy: 0.8219
Epoch 16/500
225/225 [==============================] - 0s 945us/step - loss: 0.4170 - accuracy: 0.8258
Epoch 17/500
225/225 [==============================] - 0s 890us/step - loss: 0.4157 - accuracy: 0.8281
Epoch 18/500
225/225 [==============================] - 0s 913us/step - loss: 0.4144 - accuracy: 0.8292
Epoch 19/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4132 - accuracy: 0.8306
Epoch 20/500
225/225 [==============================] - 0s 899us/step - loss: 0.4125 - accuracy: 0.8307
Epoch 21/500
225/225 [==============================] - 0s 874us/step - loss: 0.4115 - accuracy: 0.8324
Epoch 22/500
225/225 [==============================] - 0s 982us/step - loss: 0.4106 - accuracy: 0.8325
Epoch 23/500
225/225 [==============================] - 0s 981us/step - loss: 0.4098 - accuracy: 0.8325
Epoch 24/500
225/225 [==============================] - 0s 928us/step - loss: 0.4093 - accuracy: 0.8336
Epoch 25/500
225/225 [==============================] - 0s 928us/step - loss: 0.4084 - accuracy: 0.8344
Epoch 26/500
225/225 [==============================] - 0s 898us/step - loss: 0.4078 - accuracy: 0.8356
Epoch 27/500
225/225 [==============================] - 0s 889us/step - loss: 0.4072 - accuracy: 0.8342
Epoch 28/500
225/225 [==============================] - 0s 946us/step - loss: 0.4068 - accuracy: 0.8360
Epoch 29/500
225/225 [==============================] - 0s 935us/step - loss: 0.4063 - accuracy: 0.8356
Epoch 30/500
225/225 [==============================] - 0s 953us/step - loss: 0.4057 - accuracy: 0.8357
Epoch 31/500
225/225 [==============================] - 0s 977us/step - loss: 0.4055 - accuracy: 0.8356
Epoch 32/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4048 - accuracy: 0.8342
Epoch 33/500
225/225 [==============================] - 0s 972us/step - loss: 0.4047 - accuracy: 0.8372
Epoch 34/500
225/225 [==============================] - 0s 910us/step - loss: 0.4044 - accuracy: 0.8358
Epoch 35/500
225/225 [==============================] - 0s 928us/step - loss: 0.4041 - accuracy: 0.8353
Epoch 36/500
225/225 [==============================] - 0s 929us/step - loss: 0.4039 - accuracy: 0.8358
Epoch 37/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4037 - accuracy: 0.8353
Epoch 38/500
225/225 [==============================] - 0s 959us/step - loss: 0.4032 - accuracy: 0.8358
Epoch 39/500
225/225 [==============================] - 0s 968us/step - loss: 0.4029 - accuracy: 0.8358
Epoch 40/500
225/225 [==============================] - 0s 922us/step - loss: 0.4027 - accuracy: 0.8360
Epoch 41/500
225/225 [==============================] - 0s 952us/step - loss: 0.4024 - accuracy: 0.8360
Epoch 42/500
225/225 [==============================] - 0s 984us/step - loss: 0.4021 - accuracy: 0.8350
Epoch 43/500
225/225 [==============================] - 0s 989us/step - loss: 0.4020 - accuracy: 0.8354
Epoch 44/500
225/225 [==============================] - 0s 981us/step - loss: 0.4016 - accuracy: 0.8353
Epoch 45/500
225/225 [==============================] - 0s 961us/step - loss: 0.4014 - accuracy: 0.8356
Epoch 46/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8356
Epoch 47/500
225/225 [==============================] - 0s 956us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 48/500
225/225 [==============================] - 0s 988us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 49/500
225/225 [==============================] - 0s 928us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 50/500
225/225 [==============================] - 0s 857us/step - loss: 0.4002 - accuracy: 0.8357
Epoch 51/500
225/225 [==============================] - 0s 968us/step - loss: 0.4003 - accuracy: 0.8357
Epoch 52/500
225/225 [==============================] - 0s 934us/step - loss: 0.4001 - accuracy: 0.8353
Epoch 53/500
225/225 [==============================] - 0s 878us/step - loss: 0.4000 - accuracy: 0.8371
Epoch 54/500
225/225 [==============================] - 0s 876us/step - loss: 0.4001 - accuracy: 0.8349
Epoch 55/500
225/225 [==============================] - 0s 960us/step - loss: 0.3999 - accuracy: 0.8358
Epoch 56/500
225/225 [==============================] - 0s 946us/step - loss: 0.3995 - accuracy: 0.8346
Epoch 57/500
225/225 [==============================] - 0s 948us/step - loss: 0.3996 - accuracy: 0.8356
Epoch 58/500
225/225 [==============================] - 0s 875us/step - loss: 0.3994 - accuracy: 0.8356
Epoch 59/500
225/225 [==============================] - 0s 948us/step - loss: 0.3995 - accuracy: 0.8363
Epoch 60/500
225/225 [==============================] - 0s 974us/step - loss: 0.3987 - accuracy: 0.8349
Epoch 61/500
225/225 [==============================] - 0s 985us/step - loss: 0.3991 - accuracy: 0.8364
Epoch 62/500
225/225 [==============================] - 0s 912us/step - loss: 0.3989 - accuracy: 0.8351
Epoch 63/500
225/225 [==============================] - 0s 897us/step - loss: 0.3987 - accuracy: 0.8365
Epoch 64/500
225/225 [==============================] - 0s 904us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 65/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8353
Epoch 66/500
225/225 [==============================] - 0s 934us/step - loss: 0.3983 - accuracy: 0.8364
Epoch 67/500
225/225 [==============================] - 0s 904us/step - loss: 0.3984 - accuracy: 0.8364
Epoch 68/500
225/225 [==============================] - 0s 923us/step - loss: 0.3984 - accuracy: 0.8353
Epoch 69/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8364
Epoch 70/500
225/225 [==============================] - 0s 926us/step - loss: 0.3982 - accuracy: 0.8363
Epoch 71/500
225/225 [==============================] - 0s 877us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 72/500
225/225 [==============================] - 0s 888us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 73/500
225/225 [==============================] - 0s 857us/step - loss: 0.3980 - accuracy: 0.8371
Epoch 74/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8357
Epoch 75/500
225/225 [==============================] - 0s 935us/step - loss: 0.3978 - accuracy: 0.8353
Epoch 76/500
225/225 [==============================] - 0s 903us/step - loss: 0.3978 - accuracy: 0.8363
Epoch 77/500
225/225 [==============================] - 0s 943us/step - loss: 0.3978 - accuracy: 0.8363
Epoch 78/500
225/225 [==============================] - 0s 890us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 79/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3975 - accuracy: 0.8368
Epoch 80/500
225/225 [==============================] - 0s 859us/step - loss: 0.3977 - accuracy: 0.8364
Epoch 81/500
225/225 [==============================] - 0s 858us/step - loss: 0.3974 - accuracy: 0.8360
Epoch 82/500
225/225 [==============================] - 0s 949us/step - loss: 0.3972 - accuracy: 0.8364
Epoch 83/500
225/225 [==============================] - 0s 968us/step - loss: 0.3973 - accuracy: 0.8367
Epoch 84/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3973 - accuracy: 0.8372
Epoch 85/500
225/225 [==============================] - 0s 950us/step - loss: 0.3973 - accuracy: 0.8353
Epoch 86/500
225/225 [==============================] - 0s 929us/step - loss: 0.3973 - accuracy: 0.8365
Epoch 87/500
225/225 [==============================] - 0s 920us/step - loss: 0.3971 - accuracy: 0.8353
Epoch 88/500
225/225 [==============================] - 0s 943us/step - loss: 0.3972 - accuracy: 0.8354
Epoch 89/500
225/225 [==============================] - 0s 864us/step - loss: 0.3968 - accuracy: 0.8358
Epoch 90/500
225/225 [==============================] - 0s 942us/step - loss: 0.3972 - accuracy: 0.8357
Epoch 91/500
225/225 [==============================] - 0s 937us/step - loss: 0.3970 - accuracy: 0.8357
Epoch 92/500
225/225 [==============================] - 0s 915us/step - loss: 0.3972 - accuracy: 0.8372
Epoch 93/500
225/225 [==============================] - 0s 985us/step - loss: 0.3965 - accuracy: 0.8365
Epoch 94/500
225/225 [==============================] - 0s 929us/step - loss: 0.3971 - accuracy: 0.8368
Epoch 95/500
225/225 [==============================] - 0s 981us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 96/500
225/225 [==============================] - 0s 891us/step - loss: 0.3966 - accuracy: 0.8356
Epoch 97/500
225/225 [==============================] - 0s 970us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 98/500
225/225 [==============================] - 0s 953us/step - loss: 0.3966 - accuracy: 0.8365
Epoch 99/500
225/225 [==============================] - 0s 924us/step - loss: 0.3967 - accuracy: 0.8351
Epoch 100/500
225/225 [==============================] - 0s 930us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 101/500
225/225 [==============================] - 0s 963us/step - loss: 0.3966 - accuracy: 0.8358
Epoch 102/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3965 - accuracy: 0.8360
Epoch 103/500
225/225 [==============================] - 0s 889us/step - loss: 0.3967 - accuracy: 0.8365
Epoch 104/500
225/225 [==============================] - 0s 945us/step - loss: 0.3966 - accuracy: 0.8361
Epoch 105/500
225/225 [==============================] - 0s 885us/step - loss: 0.3964 - accuracy: 0.8381
Epoch 106/500
225/225 [==============================] - 0s 998us/step - loss: 0.3964 - accuracy: 0.8363
Epoch 107/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8368: 0s - loss: 0.3960 - accuracy: 0.83
Epoch 108/500
225/225 [==============================] - 0s 961us/step - loss: 0.3961 - accuracy: 0.8347
Epoch 109/500
225/225 [==============================] - 0s 958us/step - loss: 0.3964 - accuracy: 0.8361
Epoch 110/500
225/225 [==============================] - 0s 931us/step - loss: 0.3964 - accuracy: 0.8351
Epoch 111/500
225/225 [==============================] - 0s 961us/step - loss: 0.3965 - accuracy: 0.8358
Epoch 112/500
225/225 [==============================] - 0s 956us/step - loss: 0.3962 - accuracy: 0.8368
Epoch 113/500
225/225 [==============================] - 0s 935us/step - loss: 0.3963 - accuracy: 0.8360
Epoch 114/500
225/225 [==============================] - 0s 885us/step - loss: 0.3966 - accuracy: 0.8340
Epoch 115/500
225/225 [==============================] - 0s 935us/step - loss: 0.3963 - accuracy: 0.8365
Epoch 116/500
225/225 [==============================] - 0s 962us/step - loss: 0.3960 - accuracy: 0.8351
Epoch 117/500
225/225 [==============================] - 0s 982us/step - loss: 0.3962 - accuracy: 0.8364
Epoch 118/500
225/225 [==============================] - 0s 889us/step - loss: 0.3964 - accuracy: 0.8363
Epoch 119/500
225/225 [==============================] - 0s 885us/step - loss: 0.3962 - accuracy: 0.8371
Epoch 120/500
225/225 [==============================] - 0s 977us/step - loss: 0.3963 - accuracy: 0.83610s - loss: 0.3950 - accuracy: 0.
Epoch 121/500
225/225 [==============================] - 0s 902us/step - loss: 0.3962 - accuracy: 0.8364
Epoch 122/500
225/225 [==============================] - 0s 860us/step - loss: 0.3961 - accuracy: 0.8350
Epoch 123/500
225/225 [==============================] - 0s 864us/step - loss: 0.3963 - accuracy: 0.8364
Epoch 124/500
225/225 [==============================] - 0s 909us/step - loss: 0.3961 - accuracy: 0.8369
Epoch 125/500
225/225 [==============================] - 0s 937us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 126/500
225/225 [==============================] - 0s 943us/step - loss: 0.3960 - accuracy: 0.8350
Epoch 127/500
225/225 [==============================] - 0s 884us/step - loss: 0.3962 - accuracy: 0.8350
Epoch 128/500
225/225 [==============================] - 0s 900us/step - loss: 0.3960 - accuracy: 0.8361
Epoch 129/500
225/225 [==============================] - 0s 895us/step - loss: 0.3962 - accuracy: 0.8367
Epoch 130/500
225/225 [==============================] - 0s 957us/step - loss: 0.3965 - accuracy: 0.8376
Epoch 131/500
225/225 [==============================] - 0s 887us/step - loss: 0.3961 - accuracy: 0.8356
Epoch 132/500
225/225 [==============================] - 0s 862us/step - loss: 0.3957 - accuracy: 0.8367
Epoch 133/500
225/225 [==============================] - 0s 865us/step - loss: 0.3962 - accuracy: 0.8358
Epoch 134/500
225/225 [==============================] - 0s 868us/step - loss: 0.3960 - accuracy: 0.8369
Epoch 135/500
225/225 [==============================] - 0s 882us/step - loss: 0.3958 - accuracy: 0.8379
Epoch 136/500
225/225 [==============================] - 0s 866us/step - loss: 0.3961 - accuracy: 0.8364
Epoch 137/500
225/225 [==============================] - 0s 923us/step - loss: 0.3960 - accuracy: 0.8351
Epoch 138/500
225/225 [==============================] - 0s 852us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 139/500
225/225 [==============================] - 0s 859us/step - loss: 0.3960 - accuracy: 0.8365
Epoch 140/500
225/225 [==============================] - 0s 927us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 141/500
225/225 [==============================] - 0s 882us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 142/500
225/225 [==============================] - 0s 843us/step - loss: 0.3958 - accuracy: 0.8356
Epoch 143/500
225/225 [==============================] - 0s 912us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 144/500
225/225 [==============================] - 0s 889us/step - loss: 0.3959 - accuracy: 0.8349
Epoch 145/500
225/225 [==============================] - 0s 937us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 146/500
225/225 [==============================] - 0s 861us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 147/500
225/225 [==============================] - 0s 948us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 148/500
225/225 [==============================] - 0s 888us/step - loss: 0.3961 - accuracy: 0.8361
Epoch 149/500
225/225 [==============================] - 0s 919us/step - loss: 0.3958 - accuracy: 0.8365
Epoch 150/500
225/225 [==============================] - 0s 969us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 151/500
225/225 [==============================] - 0s 865us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 152/500
225/225 [==============================] - 0s 835us/step - loss: 0.3957 - accuracy: 0.8354
Epoch 153/500
225/225 [==============================] - 0s 919us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 154/500
225/225 [==============================] - 0s 918us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 155/500
225/225 [==============================] - 0s 969us/step - loss: 0.3957 - accuracy: 0.8363
Epoch 156/500
225/225 [==============================] - 0s 944us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 157/500
225/225 [==============================] - 0s 884us/step - loss: 0.3959 - accuracy: 0.8350
Epoch 158/500
225/225 [==============================] - 0s 851us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 159/500
225/225 [==============================] - 0s 895us/step - loss: 0.3959 - accuracy: 0.8375
Epoch 160/500
225/225 [==============================] - 0s 949us/step - loss: 0.3954 - accuracy: 0.8358
Epoch 161/500
225/225 [==============================] - 0s 896us/step - loss: 0.3956 - accuracy: 0.8357
Epoch 162/500
225/225 [==============================] - 0s 846us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 163/500
225/225 [==============================] - 0s 937us/step - loss: 0.3957 - accuracy: 0.8364
Epoch 164/500
225/225 [==============================] - 0s 937us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 165/500
225/225 [==============================] - 0s 882us/step - loss: 0.3958 - accuracy: 0.8361
Epoch 166/500
225/225 [==============================] - 0s 922us/step - loss: 0.3953 - accuracy: 0.8353
Epoch 167/500
225/225 [==============================] - 0s 863us/step - loss: 0.3953 - accuracy: 0.8371
Epoch 168/500
225/225 [==============================] - 0s 875us/step - loss: 0.3956 - accuracy: 0.8358
Epoch 169/500
225/225 [==============================] - 0s 971us/step - loss: 0.3955 - accuracy: 0.8363
Epoch 170/500
225/225 [==============================] - 0s 928us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 171/500
225/225 [==============================] - 0s 920us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 172/500
225/225 [==============================] - 0s 893us/step - loss: 0.3955 - accuracy: 0.8369
Epoch 173/500
225/225 [==============================] - 0s 880us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 174/500
225/225 [==============================] - 0s 977us/step - loss: 0.3954 - accuracy: 0.8356
Epoch 175/500
225/225 [==============================] - 0s 875us/step - loss: 0.3954 - accuracy: 0.8364
Epoch 176/500
225/225 [==============================] - 0s 938us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 177/500
225/225 [==============================] - 0s 905us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 178/500
225/225 [==============================] - 0s 919us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 179/500
225/225 [==============================] - 0s 961us/step - loss: 0.3959 - accuracy: 0.8358
Epoch 180/500
225/225 [==============================] - 0s 955us/step - loss: 0.3955 - accuracy: 0.8368
Epoch 181/500
225/225 [==============================] - 0s 956us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 182/500
225/225 [==============================] - 0s 938us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 183/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3955 - accuracy: 0.8367
Epoch 184/500
225/225 [==============================] - 0s 974us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 185/500
225/225 [==============================] - 0s 989us/step - loss: 0.3950 - accuracy: 0.8363
Epoch 186/500
225/225 [==============================] - 0s 896us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 187/500
225/225 [==============================] - 0s 874us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 188/500
225/225 [==============================] - 0s 967us/step - loss: 0.3951 - accuracy: 0.8349
Epoch 189/500
225/225 [==============================] - 0s 914us/step - loss: 0.3953 - accuracy: 0.8365
Epoch 190/500
225/225 [==============================] - 0s 935us/step - loss: 0.3951 - accuracy: 0.8361
Epoch 191/500
225/225 [==============================] - 0s 926us/step - loss: 0.3955 - accuracy: 0.8367
Epoch 192/500
225/225 [==============================] - 0s 958us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 193/500
225/225 [==============================] - 0s 960us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 194/500
225/225 [==============================] - 0s 930us/step - loss: 0.3952 - accuracy: 0.8358
Epoch 195/500
225/225 [==============================] - 0s 934us/step - loss: 0.3954 - accuracy: 0.8363
Epoch 196/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3949 - accuracy: 0.8357
Epoch 197/500
225/225 [==============================] - 0s 997us/step - loss: 0.3953 - accuracy: 0.8358
Epoch 198/500
225/225 [==============================] - 0s 888us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 199/500
225/225 [==============================] - 0s 949us/step - loss: 0.3948 - accuracy: 0.8372
Epoch 200/500
225/225 [==============================] - 0s 886us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 201/500
225/225 [==============================] - 0s 919us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 202/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8368
Epoch 203/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8365
Epoch 204/500
225/225 [==============================] - 0s 928us/step - loss: 0.3949 - accuracy: 0.8364
Epoch 205/500
225/225 [==============================] - 0s 850us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 206/500
225/225 [==============================] - 0s 924us/step - loss: 0.3952 - accuracy: 0.8353
Epoch 207/500
225/225 [==============================] - 0s 883us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 208/500
225/225 [==============================] - 0s 944us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 209/500
225/225 [==============================] - 0s 904us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 210/500
225/225 [==============================] - 0s 865us/step - loss: 0.3948 - accuracy: 0.8363
Epoch 211/500
225/225 [==============================] - 0s 994us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 212/500
225/225 [==============================] - 0s 901us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 213/500
225/225 [==============================] - 0s 901us/step - loss: 0.3947 - accuracy: 0.8374
Epoch 214/500
225/225 [==============================] - 0s 888us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 215/500
225/225 [==============================] - 0s 867us/step - loss: 0.3945 - accuracy: 0.8346
Epoch 216/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8371
Epoch 217/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8365
Epoch 218/500
225/225 [==============================] - 0s 955us/step - loss: 0.3944 - accuracy: 0.8392
Epoch 219/500
225/225 [==============================] - 0s 961us/step - loss: 0.3944 - accuracy: 0.8365
Epoch 220/500
225/225 [==============================] - 0s 951us/step - loss: 0.3940 - accuracy: 0.8372
Epoch 221/500
225/225 [==============================] - 0s 943us/step - loss: 0.3942 - accuracy: 0.8375
Epoch 222/500
225/225 [==============================] - 0s 976us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 223/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8365
Epoch 224/500
225/225 [==============================] - 0s 969us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 225/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8388
Epoch 226/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3935 - accuracy: 0.8363
Epoch 227/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8363
Epoch 228/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3926 - accuracy: 0.8368
Epoch 229/500
225/225 [==============================] - 0s 931us/step - loss: 0.3928 - accuracy: 0.8363
Epoch 230/500
225/225 [==============================] - 0s 877us/step - loss: 0.3928 - accuracy: 0.8358
Epoch 231/500
225/225 [==============================] - 0s 861us/step - loss: 0.3927 - accuracy: 0.83640s - loss: 0.3856 - accuracy: 0.
Epoch 232/500
225/225 [==============================] - 0s 846us/step - loss: 0.3926 - accuracy: 0.8354
Epoch 233/500
225/225 [==============================] - 0s 917us/step - loss: 0.3925 - accuracy: 0.8376
Epoch 234/500
225/225 [==============================] - 0s 910us/step - loss: 0.3923 - accuracy: 0.8364
Epoch 235/500
225/225 [==============================] - 0s 878us/step - loss: 0.3927 - accuracy: 0.8374
Epoch 236/500
225/225 [==============================] - 0s 920us/step - loss: 0.3926 - accuracy: 0.8375
Epoch 237/500
225/225 [==============================] - 0s 891us/step - loss: 0.3925 - accuracy: 0.8371
Epoch 238/500
225/225 [==============================] - 0s 904us/step - loss: 0.3928 - accuracy: 0.8368
Epoch 239/500
225/225 [==============================] - 0s 963us/step - loss: 0.3926 - accuracy: 0.8368
Epoch 240/500
225/225 [==============================] - 0s 897us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 241/500
225/225 [==============================] - 0s 867us/step - loss: 0.3923 - accuracy: 0.8372
Epoch 242/500
225/225 [==============================] - 0s 924us/step - loss: 0.3925 - accuracy: 0.8376
Epoch 243/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8357
Epoch 244/500
225/225 [==============================] - 0s 922us/step - loss: 0.3925 - accuracy: 0.8363
Epoch 245/500
225/225 [==============================] - 0s 913us/step - loss: 0.3923 - accuracy: 0.8364
Epoch 246/500
225/225 [==============================] - 0s 892us/step - loss: 0.3922 - accuracy: 0.8383
Epoch 247/500
225/225 [==============================] - 0s 888us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 248/500
225/225 [==============================] - 0s 1000us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 249/500
225/225 [==============================] - 0s 979us/step - loss: 0.3922 - accuracy: 0.8363
Epoch 250/500
225/225 [==============================] - 0s 928us/step - loss: 0.3921 - accuracy: 0.8385
Epoch 251/500
225/225 [==============================] - 0s 917us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 252/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8381
Epoch 253/500
225/225 [==============================] - 0s 971us/step - loss: 0.3922 - accuracy: 0.8382
Epoch 254/500
225/225 [==============================] - 0s 913us/step - loss: 0.3920 - accuracy: 0.8376
Epoch 255/500
225/225 [==============================] - 0s 931us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 256/500
225/225 [==============================] - 0s 858us/step - loss: 0.3924 - accuracy: 0.8375
Epoch 257/500
225/225 [==============================] - 0s 875us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 258/500
225/225 [==============================] - 0s 889us/step - loss: 0.3919 - accuracy: 0.8390
Epoch 259/500
225/225 [==============================] - 0s 868us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 260/500
225/225 [==============================] - 0s 887us/step - loss: 0.3923 - accuracy: 0.8379
Epoch 261/500
225/225 [==============================] - 0s 923us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 262/500
225/225 [==============================] - 0s 963us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 263/500
225/225 [==============================] - 0s 967us/step - loss: 0.3923 - accuracy: 0.8379
Epoch 264/500
225/225 [==============================] - 0s 941us/step - loss: 0.3923 - accuracy: 0.8372
Epoch 265/500
225/225 [==============================] - 0s 928us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 266/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8378
Epoch 267/500
225/225 [==============================] - 0s 941us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 268/500
225/225 [==============================] - 0s 948us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 269/500
225/225 [==============================] - 0s 898us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 270/500
225/225 [==============================] - 0s 932us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 271/500
225/225 [==============================] - 0s 938us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 272/500
225/225 [==============================] - 0s 936us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 273/500
225/225 [==============================] - 0s 934us/step - loss: 0.3920 - accuracy: 0.8357
Epoch 274/500
225/225 [==============================] - 0s 938us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 275/500
225/225 [==============================] - 0s 858us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 276/500
225/225 [==============================] - 0s 994us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 277/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8372
Epoch 278/500
225/225 [==============================] - 0s 959us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 279/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8376
Epoch 280/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8358
Epoch 281/500
225/225 [==============================] - 0s 926us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 282/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8382
Epoch 283/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8382
Epoch 284/500
225/225 [==============================] - 0s 971us/step - loss: 0.3919 - accuracy: 0.8382
Epoch 285/500
225/225 [==============================] - 0s 895us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 286/500
225/225 [==============================] - 0s 923us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 287/500
225/225 [==============================] - 0s 856us/step - loss: 0.3917 - accuracy: 0.8365
Epoch 288/500
225/225 [==============================] - 0s 895us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 289/500
225/225 [==============================] - 0s 964us/step - loss: 0.3917 - accuracy: 0.8376
Epoch 290/500
225/225 [==============================] - 0s 920us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 291/500
225/225 [==============================] - 0s 917us/step - loss: 0.3919 - accuracy: 0.8363
Epoch 292/500
225/225 [==============================] - 0s 874us/step - loss: 0.3918 - accuracy: 0.8356
Epoch 293/500
225/225 [==============================] - 0s 967us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 294/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8367
Epoch 295/500
225/225 [==============================] - 0s 981us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 296/500
225/225 [==============================] - 0s 948us/step - loss: 0.3916 - accuracy: 0.8368
Epoch 297/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8361
Epoch 298/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8374
Epoch 299/500
225/225 [==============================] - 0s 934us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 300/500
225/225 [==============================] - 0s 927us/step - loss: 0.3917 - accuracy: 0.8369
Epoch 301/500
225/225 [==============================] - 0s 934us/step - loss: 0.3918 - accuracy: 0.8375
Epoch 302/500
225/225 [==============================] - 0s 881us/step - loss: 0.3918 - accuracy: 0.8367
Epoch 303/500
225/225 [==============================] - 0s 933us/step - loss: 0.3917 - accuracy: 0.8369
Epoch 304/500
225/225 [==============================] - 0s 869us/step - loss: 0.3913 - accuracy: 0.8386
Epoch 305/500
225/225 [==============================] - 0s 881us/step - loss: 0.3916 - accuracy: 0.8368
Epoch 306/500
225/225 [==============================] - 0s 892us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 307/500
225/225 [==============================] - 0s 941us/step - loss: 0.3917 - accuracy: 0.8372
Epoch 308/500
225/225 [==============================] - 0s 936us/step - loss: 0.3915 - accuracy: 0.8378
Epoch 309/500
225/225 [==============================] - 0s 926us/step - loss: 0.3917 - accuracy: 0.8378
Epoch 310/500
225/225 [==============================] - 0s 910us/step - loss: 0.3914 - accuracy: 0.8369
Epoch 311/500
225/225 [==============================] - 0s 923us/step - loss: 0.3915 - accuracy: 0.8376
Epoch 312/500
225/225 [==============================] - 0s 971us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 313/500
225/225 [==============================] - 0s 962us/step - loss: 0.3917 - accuracy: 0.8369
Epoch 314/500
225/225 [==============================] - 0s 943us/step - loss: 0.3917 - accuracy: 0.8361
Epoch 315/500
225/225 [==============================] - 0s 932us/step - loss: 0.3915 - accuracy: 0.8368
Epoch 316/500
225/225 [==============================] - 0s 867us/step - loss: 0.3914 - accuracy: 0.8369
Epoch 317/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8376
Epoch 318/500
225/225 [==============================] - 0s 982us/step - loss: 0.3918 - accuracy: 0.8375
Epoch 319/500
225/225 [==============================] - 0s 953us/step - loss: 0.3917 - accuracy: 0.8361
Epoch 320/500
225/225 [==============================] - 0s 950us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 321/500
225/225 [==============================] - 0s 960us/step - loss: 0.3919 - accuracy: 0.8363
Epoch 322/500
225/225 [==============================] - 0s 936us/step - loss: 0.3915 - accuracy: 0.8369
Epoch 323/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8372
Epoch 324/500
225/225 [==============================] - 0s 965us/step - loss: 0.3918 - accuracy: 0.83570s - loss: 0.3891 - accuracy: 0.83
Epoch 325/500
225/225 [==============================] - 0s 945us/step - loss: 0.3915 - accuracy: 0.8372
Epoch 326/500
225/225 [==============================] - 0s 964us/step - loss: 0.3916 - accuracy: 0.8374
Epoch 327/500
225/225 [==============================] - 0s 946us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 328/500
225/225 [==============================] - 0s 909us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 329/500
225/225 [==============================] - 0s 943us/step - loss: 0.3913 - accuracy: 0.8374
Epoch 330/500
225/225 [==============================] - 0s 994us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 331/500
225/225 [==============================] - 0s 973us/step - loss: 0.3915 - accuracy: 0.8368
Epoch 332/500
225/225 [==============================] - 0s 957us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 333/500
225/225 [==============================] - 0s 914us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 334/500
225/225 [==============================] - 0s 905us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 335/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8383
Epoch 336/500
225/225 [==============================] - 0s 998us/step - loss: 0.3913 - accuracy: 0.8371
Epoch 337/500
225/225 [==============================] - 0s 934us/step - loss: 0.3917 - accuracy: 0.8363
Epoch 338/500
225/225 [==============================] - 0s 936us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 339/500
225/225 [==============================] - 0s 932us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 340/500
225/225 [==============================] - 0s 948us/step - loss: 0.3916 - accuracy: 0.8371
Epoch 341/500
225/225 [==============================] - 0s 942us/step - loss: 0.3919 - accuracy: 0.8360
Epoch 342/500
225/225 [==============================] - 0s 911us/step - loss: 0.3918 - accuracy: 0.8397
Epoch 343/500
225/225 [==============================] - 0s 927us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 344/500
225/225 [==============================] - 0s 961us/step - loss: 0.3918 - accuracy: 0.8365
Epoch 345/500
225/225 [==============================] - 0s 925us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 346/500
225/225 [==============================] - 0s 942us/step - loss: 0.3913 - accuracy: 0.8350
Epoch 347/500
225/225 [==============================] - 0s 935us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 348/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8374
Epoch 349/500
225/225 [==============================] - 0s 924us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 350/500
225/225 [==============================] - 0s 928us/step - loss: 0.3916 - accuracy: 0.8378
Epoch 351/500
225/225 [==============================] - 0s 878us/step - loss: 0.3912 - accuracy: 0.8372
Epoch 352/500
225/225 [==============================] - 0s 957us/step - loss: 0.3913 - accuracy: 0.8376
Epoch 353/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8381
Epoch 354/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8376
Epoch 355/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8374
Epoch 356/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8381
Epoch 357/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8374
Epoch 358/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8374
Epoch 359/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8378
Epoch 360/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8382
Epoch 361/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8382
Epoch 362/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3914 - accuracy: 0.8375
Epoch 363/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3913 - accuracy: 0.8383
Epoch 364/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8371: 0s - loss: 0.3924 - accuracy: 0.83
Epoch 365/500
225/225 [==============================] - 0s 913us/step - loss: 0.3915 - accuracy: 0.8379
Epoch 366/500
225/225 [==============================] - 0s 869us/step - loss: 0.3913 - accuracy: 0.8389
Epoch 367/500
225/225 [==============================] - 0s 871us/step - loss: 0.3916 - accuracy: 0.8368
Epoch 368/500
225/225 [==============================] - 0s 968us/step - loss: 0.3915 - accuracy: 0.8375
Epoch 369/500
225/225 [==============================] - 0s 969us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 370/500
225/225 [==============================] - 0s 903us/step - loss: 0.3919 - accuracy: 0.8365
Epoch 371/500
225/225 [==============================] - 0s 875us/step - loss: 0.3913 - accuracy: 0.8357
Epoch 372/500
225/225 [==============================] - 0s 871us/step - loss: 0.3914 - accuracy: 0.8369
Epoch 373/500
225/225 [==============================] - 0s 896us/step - loss: 0.3915 - accuracy: 0.8374
Epoch 374/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8379
Epoch 375/500
225/225 [==============================] - 0s 924us/step - loss: 0.3915 - accuracy: 0.8371
Epoch 376/500
225/225 [==============================] - 0s 932us/step - loss: 0.3915 - accuracy: 0.8365
Epoch 377/500
225/225 [==============================] - 0s 960us/step - loss: 0.3915 - accuracy: 0.8361
Epoch 378/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8375
Epoch 379/500
225/225 [==============================] - 0s 919us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 380/500
225/225 [==============================] - 0s 861us/step - loss: 0.3918 - accuracy: 0.8368
Epoch 381/500
225/225 [==============================] - 0s 883us/step - loss: 0.3915 - accuracy: 0.8372
Epoch 382/500
225/225 [==============================] - 0s 881us/step - loss: 0.3914 - accuracy: 0.8390
Epoch 383/500
225/225 [==============================] - 0s 965us/step - loss: 0.3914 - accuracy: 0.8369
Epoch 384/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8372
Epoch 385/500
225/225 [==============================] - 0s 905us/step - loss: 0.3914 - accuracy: 0.8372
Epoch 386/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8388
Epoch 387/500
225/225 [==============================] - 0s 863us/step - loss: 0.3915 - accuracy: 0.8393
Epoch 388/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8385
Epoch 389/500
225/225 [==============================] - 0s 934us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 390/500
225/225 [==============================] - 0s 985us/step - loss: 0.3913 - accuracy: 0.8379
Epoch 391/500
225/225 [==============================] - 0s 899us/step - loss: 0.3914 - accuracy: 0.8363
Epoch 392/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8374
Epoch 393/500
225/225 [==============================] - 0s 962us/step - loss: 0.3917 - accuracy: 0.8368
Epoch 394/500
225/225 [==============================] - 0s 915us/step - loss: 0.3916 - accuracy: 0.8360
Epoch 395/500
225/225 [==============================] - 0s 892us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 396/500
225/225 [==============================] - 0s 925us/step - loss: 0.3913 - accuracy: 0.8364
Epoch 397/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8374
Epoch 398/500
225/225 [==============================] - 0s 937us/step - loss: 0.3915 - accuracy: 0.8365
Epoch 399/500
225/225 [==============================] - 0s 891us/step - loss: 0.3911 - accuracy: 0.8369
Epoch 400/500
225/225 [==============================] - 0s 947us/step - loss: 0.3916 - accuracy: 0.8361
Epoch 401/500
225/225 [==============================] - 0s 934us/step - loss: 0.3916 - accuracy: 0.8378
Epoch 402/500
225/225 [==============================] - 0s 959us/step - loss: 0.3912 - accuracy: 0.8381
Epoch 403/500
225/225 [==============================] - 0s 915us/step - loss: 0.3915 - accuracy: 0.8379
Epoch 404/500
225/225 [==============================] - 0s 923us/step - loss: 0.3914 - accuracy: 0.8372
Epoch 405/500
225/225 [==============================] - 0s 865us/step - loss: 0.3914 - accuracy: 0.8365
Epoch 406/500
225/225 [==============================] - 0s 949us/step - loss: 0.3909 - accuracy: 0.8375
Epoch 407/500
225/225 [==============================] - 0s 918us/step - loss: 0.3908 - accuracy: 0.8381
Epoch 408/500
225/225 [==============================] - 0s 909us/step - loss: 0.3914 - accuracy: 0.8383
Epoch 409/500
225/225 [==============================] - 0s 924us/step - loss: 0.3918 - accuracy: 0.8375
Epoch 410/500
225/225 [==============================] - 0s 908us/step - loss: 0.3912 - accuracy: 0.8378
Epoch 411/500
225/225 [==============================] - 0s 924us/step - loss: 0.3912 - accuracy: 0.8383
Epoch 412/500
225/225 [==============================] - 0s 882us/step - loss: 0.3916 - accuracy: 0.8376
Epoch 413/500
225/225 [==============================] - 0s 862us/step - loss: 0.3916 - accuracy: 0.8363
Epoch 414/500
225/225 [==============================] - 0s 890us/step - loss: 0.3914 - accuracy: 0.8358
Epoch 415/500
225/225 [==============================] - 0s 858us/step - loss: 0.3918 - accuracy: 0.8378
Epoch 416/500
225/225 [==============================] - 0s 888us/step - loss: 0.3915 - accuracy: 0.8363
Epoch 417/500
225/225 [==============================] - 0s 884us/step - loss: 0.3910 - accuracy: 0.8357
Epoch 418/500
225/225 [==============================] - 0s 898us/step - loss: 0.3917 - accuracy: 0.8381
Epoch 419/500
225/225 [==============================] - 0s 877us/step - loss: 0.3908 - accuracy: 0.83900s - loss: 0.3903 - accuracy: 0.83
Epoch 420/500
225/225 [==============================] - 0s 871us/step - loss: 0.3912 - accuracy: 0.8372
Epoch 421/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8369
Epoch 422/500
225/225 [==============================] - 0s 939us/step - loss: 0.3912 - accuracy: 0.8363
Epoch 423/500
225/225 [==============================] - 0s 906us/step - loss: 0.3912 - accuracy: 0.8363
Epoch 424/500
225/225 [==============================] - 0s 888us/step - loss: 0.3911 - accuracy: 0.8381
Epoch 425/500
225/225 [==============================] - 0s 884us/step - loss: 0.3914 - accuracy: 0.8379
Epoch 426/500
225/225 [==============================] - 0s 934us/step - loss: 0.3911 - accuracy: 0.8360
Epoch 427/500
225/225 [==============================] - 0s 928us/step - loss: 0.3914 - accuracy: 0.8371
Epoch 428/500
225/225 [==============================] - 0s 907us/step - loss: 0.3914 - accuracy: 0.8360
Epoch 429/500
225/225 [==============================] - 0s 896us/step - loss: 0.3915 - accuracy: 0.8368
Epoch 430/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8378
Epoch 431/500
225/225 [==============================] - 0s 996us/step - loss: 0.3913 - accuracy: 0.8363
Epoch 432/500
225/225 [==============================] - 0s 890us/step - loss: 0.3915 - accuracy: 0.8365
Epoch 433/500
225/225 [==============================] - 0s 872us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 434/500
225/225 [==============================] - 0s 890us/step - loss: 0.3914 - accuracy: 0.8368
Epoch 435/500
225/225 [==============================] - 0s 946us/step - loss: 0.3916 - accuracy: 0.8383
Epoch 436/500
225/225 [==============================] - 0s 977us/step - loss: 0.3911 - accuracy: 0.8385
Epoch 437/500
225/225 [==============================] - 0s 955us/step - loss: 0.3910 - accuracy: 0.8382
Epoch 438/500
225/225 [==============================] - 0s 949us/step - loss: 0.3912 - accuracy: 0.8376
Epoch 439/500
225/225 [==============================] - 0s 939us/step - loss: 0.3914 - accuracy: 0.8358
Epoch 440/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3912 - accuracy: 0.8379
Epoch 441/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8375
Epoch 442/500
225/225 [==============================] - 0s 757us/step - loss: 0.3914 - accuracy: 0.8374
Epoch 443/500
225/225 [==============================] - 0s 960us/step - loss: 0.3911 - accuracy: 0.8378
Epoch 444/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8368
Epoch 445/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8390
Epoch 446/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3909 - accuracy: 0.8386
Epoch 447/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8365
Epoch 448/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8369
Epoch 449/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8379
Epoch 450/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8383
Epoch 451/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8378
Epoch 452/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8375
Epoch 453/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8376
Epoch 454/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8371
Epoch 455/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8378
Epoch 456/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3915 - accuracy: 0.8356
Epoch 457/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8376
Epoch 458/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8385
Epoch 459/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8379
Epoch 460/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8358
Epoch 461/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8390
Epoch 462/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8374
Epoch 463/500
225/225 [==============================] - 0s 966us/step - loss: 0.3914 - accuracy: 0.8375
Epoch 464/500
225/225 [==============================] - 0s 973us/step - loss: 0.3912 - accuracy: 0.8375
Epoch 465/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8368
Epoch 466/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8396
Epoch 467/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8372
Epoch 468/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8376
Epoch 469/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8363
Epoch 470/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3910 - accuracy: 0.8382
Epoch 471/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8379
Epoch 472/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3912 - accuracy: 0.8379
Epoch 473/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3917 - accuracy: 0.8365
Epoch 474/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8369
Epoch 475/500
225/225 [==============================] - 0s 883us/step - loss: 0.3911 - accuracy: 0.8371
Epoch 476/500
225/225 [==============================] - 0s 866us/step - loss: 0.3913 - accuracy: 0.8368
Epoch 477/500
225/225 [==============================] - 0s 906us/step - loss: 0.3918 - accuracy: 0.8393
Epoch 478/500
225/225 [==============================] - 0s 900us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 479/500
225/225 [==============================] - 0s 929us/step - loss: 0.3916 - accuracy: 0.8379
Epoch 480/500
225/225 [==============================] - 0s 916us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 481/500
225/225 [==============================] - 0s 857us/step - loss: 0.3911 - accuracy: 0.8367
Epoch 482/500
225/225 [==============================] - 0s 878us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 483/500
225/225 [==============================] - 0s 878us/step - loss: 0.3912 - accuracy: 0.8369
Epoch 484/500
225/225 [==============================] - 0s 893us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 485/500
225/225 [==============================] - 0s 943us/step - loss: 0.3911 - accuracy: 0.8381
Epoch 486/500
225/225 [==============================] - 0s 940us/step - loss: 0.3911 - accuracy: 0.8381
Epoch 487/500
225/225 [==============================] - 0s 960us/step - loss: 0.3911 - accuracy: 0.8379
Epoch 488/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8376
Epoch 489/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8378
Epoch 490/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8363
Epoch 491/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8371
Epoch 492/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8372
Epoch 493/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8374
Epoch 494/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3913 - accuracy: 0.8381
Epoch 495/500
225/225 [==============================] - 0s 912us/step - loss: 0.3907 - accuracy: 0.8368
Epoch 496/500
225/225 [==============================] - 0s 900us/step - loss: 0.3915 - accuracy: 0.8379
Epoch 497/500
225/225 [==============================] - 0s 891us/step - loss: 0.3913 - accuracy: 0.8365
Epoch 498/500
225/225 [==============================] - 0s 976us/step - loss: 0.3910 - accuracy: 0.8374
Epoch 499/500
225/225 [==============================] - 0s 929us/step - loss: 0.3911 - accuracy: 0.8357
Epoch 500/500
225/225 [==============================] - 0s 937us/step - loss: 0.3913 - accuracy: 0.8368
Epoch 1/500
225/225 [==============================] - 0s 939us/step - loss: 0.6026 - accuracy: 0.7958
Epoch 2/500
225/225 [==============================] - 0s 906us/step - loss: 0.4422 - accuracy: 0.7985
Epoch 3/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4327 - accuracy: 0.7985
Epoch 4/500
225/225 [==============================] - 0s 928us/step - loss: 0.4298 - accuracy: 0.7985
Epoch 5/500
225/225 [==============================] - 0s 972us/step - loss: 0.4282 - accuracy: 0.7985
Epoch 6/500
225/225 [==============================] - 0s 954us/step - loss: 0.4267 - accuracy: 0.7985
Epoch 7/500
225/225 [==============================] - 0s 946us/step - loss: 0.4257 - accuracy: 0.7985
Epoch 8/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4241 - accuracy: 0.7985
Epoch 9/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4226 - accuracy: 0.7985
Epoch 10/500
225/225 [==============================] - 0s 944us/step - loss: 0.4200 - accuracy: 0.7985
Epoch 11/500
225/225 [==============================] - 0s 908us/step - loss: 0.4177 - accuracy: 0.8161
Epoch 12/500
225/225 [==============================] - 0s 869us/step - loss: 0.4161 - accuracy: 0.8214
Epoch 13/500
225/225 [==============================] - 0s 887us/step - loss: 0.4141 - accuracy: 0.8260
Epoch 14/500
225/225 [==============================] - 0s 954us/step - loss: 0.4129 - accuracy: 0.8268
Epoch 15/500
225/225 [==============================] - 0s 968us/step - loss: 0.4113 - accuracy: 0.8301
Epoch 16/500
225/225 [==============================] - 0s 944us/step - loss: 0.4103 - accuracy: 0.8310
Epoch 17/500
225/225 [==============================] - 0s 903us/step - loss: 0.4098 - accuracy: 0.8324
Epoch 18/500
225/225 [==============================] - 0s 942us/step - loss: 0.4087 - accuracy: 0.8326
Epoch 19/500
225/225 [==============================] - 0s 908us/step - loss: 0.4080 - accuracy: 0.8336
Epoch 20/500
225/225 [==============================] - 0s 862us/step - loss: 0.4072 - accuracy: 0.8340
Epoch 21/500
225/225 [==============================] - 0s 877us/step - loss: 0.4065 - accuracy: 0.8346
Epoch 22/500
225/225 [==============================] - 0s 875us/step - loss: 0.4059 - accuracy: 0.8353
Epoch 23/500
225/225 [==============================] - 0s 974us/step - loss: 0.4052 - accuracy: 0.8356
Epoch 24/500
225/225 [==============================] - 0s 872us/step - loss: 0.4045 - accuracy: 0.8376
Epoch 25/500
225/225 [==============================] - 0s 939us/step - loss: 0.4042 - accuracy: 0.8353
Epoch 26/500
225/225 [==============================] - 0s 929us/step - loss: 0.4036 - accuracy: 0.8365
Epoch 27/500
225/225 [==============================] - 0s 911us/step - loss: 0.4032 - accuracy: 0.8372
Epoch 28/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4027 - accuracy: 0.8371
Epoch 29/500
225/225 [==============================] - 1s 4ms/step - loss: 0.4021 - accuracy: 0.8354: 0s - loss: 0.373
Epoch 30/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4018 - accuracy: 0.8371: 0s - loss: 0.3921 - accuracy:
Epoch 31/500
225/225 [==============================] - 0s 782us/step - loss: 0.4015 - accuracy: 0.8379
Epoch 32/500
225/225 [==============================] - 0s 867us/step - loss: 0.4009 - accuracy: 0.8378
Epoch 33/500
225/225 [==============================] - 0s 759us/step - loss: 0.4009 - accuracy: 0.8388
Epoch 34/500
225/225 [==============================] - 0s 784us/step - loss: 0.4005 - accuracy: 0.8375
Epoch 35/500
225/225 [==============================] - 0s 780us/step - loss: 0.4001 - accuracy: 0.8382
Epoch 36/500
225/225 [==============================] - 0s 987us/step - loss: 0.3999 - accuracy: 0.8375
Epoch 37/500
225/225 [==============================] - 0s 755us/step - loss: 0.3998 - accuracy: 0.8372
Epoch 38/500
225/225 [==============================] - 0s 765us/step - loss: 0.3995 - accuracy: 0.8378
Epoch 39/500
225/225 [==============================] - 0s 892us/step - loss: 0.3993 - accuracy: 0.8385
Epoch 40/500
225/225 [==============================] - 0s 788us/step - loss: 0.3989 - accuracy: 0.8379
Epoch 41/500
225/225 [==============================] - 0s 769us/step - loss: 0.3989 - accuracy: 0.8381
Epoch 42/500
225/225 [==============================] - 0s 791us/step - loss: 0.3987 - accuracy: 0.8382
Epoch 43/500
225/225 [==============================] - 0s 775us/step - loss: 0.3985 - accuracy: 0.8379
Epoch 44/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3983 - accuracy: 0.8393
Epoch 45/500
225/225 [==============================] - 0s 777us/step - loss: 0.3982 - accuracy: 0.8375
Epoch 46/500
225/225 [==============================] - 0s 780us/step - loss: 0.3982 - accuracy: 0.8386
Epoch 47/500
225/225 [==============================] - 0s 758us/step - loss: 0.3981 - accuracy: 0.8388
Epoch 48/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3978 - accuracy: 0.8382
Epoch 49/500
225/225 [==============================] - 0s 920us/step - loss: 0.3977 - accuracy: 0.8388
Epoch 50/500
225/225 [==============================] - 0s 762us/step - loss: 0.3974 - accuracy: 0.8383
Epoch 51/500
225/225 [==============================] - 0s 783us/step - loss: 0.3975 - accuracy: 0.8383
Epoch 52/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3973 - accuracy: 0.8382
Epoch 53/500
225/225 [==============================] - 0s 796us/step - loss: 0.3971 - accuracy: 0.8392
Epoch 54/500
225/225 [==============================] - 0s 773us/step - loss: 0.3971 - accuracy: 0.8388
Epoch 55/500
225/225 [==============================] - 0s 773us/step - loss: 0.3969 - accuracy: 0.8389
Epoch 56/500
225/225 [==============================] - 0s 776us/step - loss: 0.3969 - accuracy: 0.8376
Epoch 57/500
225/225 [==============================] - 0s 771us/step - loss: 0.3968 - accuracy: 0.8381
Epoch 58/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3966 - accuracy: 0.8381
Epoch 59/500
225/225 [==============================] - 0s 798us/step - loss: 0.3965 - accuracy: 0.8388
Epoch 60/500
225/225 [==============================] - 0s 751us/step - loss: 0.3965 - accuracy: 0.8383
Epoch 61/500
225/225 [==============================] - 0s 783us/step - loss: 0.3966 - accuracy: 0.8386
Epoch 62/500
225/225 [==============================] - 0s 765us/step - loss: 0.3964 - accuracy: 0.8388
Epoch 63/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8378
Epoch 64/500
225/225 [==============================] - 0s 753us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 65/500
225/225 [==============================] - 0s 770us/step - loss: 0.3965 - accuracy: 0.8372
Epoch 66/500
225/225 [==============================] - 0s 793us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 67/500
225/225 [==============================] - 0s 768us/step - loss: 0.3960 - accuracy: 0.8386
Epoch 68/500
225/225 [==============================] - 0s 779us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 69/500
225/225 [==============================] - 0s 786us/step - loss: 0.3958 - accuracy: 0.8390
Epoch 70/500
225/225 [==============================] - 0s 770us/step - loss: 0.3960 - accuracy: 0.8396
Epoch 71/500
225/225 [==============================] - 0s 753us/step - loss: 0.3960 - accuracy: 0.8375
Epoch 72/500
225/225 [==============================] - 0s 772us/step - loss: 0.3956 - accuracy: 0.8386
Epoch 73/500
225/225 [==============================] - 0s 780us/step - loss: 0.3960 - accuracy: 0.8394
Epoch 74/500
225/225 [==============================] - 0s 805us/step - loss: 0.3956 - accuracy: 0.8385
Epoch 75/500
225/225 [==============================] - 0s 801us/step - loss: 0.3955 - accuracy: 0.8389
Epoch 76/500
225/225 [==============================] - 0s 766us/step - loss: 0.3957 - accuracy: 0.8390
Epoch 77/500
225/225 [==============================] - 0s 770us/step - loss: 0.3954 - accuracy: 0.8382
Epoch 78/500
225/225 [==============================] - 0s 765us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 79/500
225/225 [==============================] - 0s 781us/step - loss: 0.3953 - accuracy: 0.8399
Epoch 80/500
225/225 [==============================] - 0s 819us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 81/500
225/225 [==============================] - 0s 814us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 82/500
225/225 [==============================] - 0s 761us/step - loss: 0.3952 - accuracy: 0.8392
Epoch 83/500
225/225 [==============================] - 0s 770us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 84/500
225/225 [==============================] - 0s 777us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 85/500
225/225 [==============================] - 0s 778us/step - loss: 0.3952 - accuracy: 0.8390
Epoch 86/500
225/225 [==============================] - 0s 781us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 87/500
225/225 [==============================] - 0s 771us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 88/500
225/225 [==============================] - 0s 755us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 89/500
225/225 [==============================] - 0s 771us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 90/500
225/225 [==============================] - 0s 771us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 91/500
225/225 [==============================] - 0s 911us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 92/500
225/225 [==============================] - 0s 769us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 93/500
225/225 [==============================] - 0s 821us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 94/500
225/225 [==============================] - 0s 767us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 95/500
225/225 [==============================] - 0s 777us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 96/500
225/225 [==============================] - 0s 771us/step - loss: 0.3946 - accuracy: 0.8397
Epoch 97/500
225/225 [==============================] - 0s 792us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 98/500
225/225 [==============================] - 0s 769us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 99/500
225/225 [==============================] - 0s 754us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 100/500
225/225 [==============================] - 0s 774us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 101/500
225/225 [==============================] - 0s 753us/step - loss: 0.3944 - accuracy: 0.8397
Epoch 102/500
225/225 [==============================] - 0s 781us/step - loss: 0.3946 - accuracy: 0.8394
Epoch 103/500
225/225 [==============================] - 0s 939us/step - loss: 0.3945 - accuracy: 0.8407
Epoch 104/500
225/225 [==============================] - 0s 774us/step - loss: 0.3945 - accuracy: 0.8393
Epoch 105/500
225/225 [==============================] - 0s 757us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 106/500
225/225 [==============================] - 0s 775us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 107/500
225/225 [==============================] - 0s 774us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 108/500
225/225 [==============================] - 0s 856us/step - loss: 0.3945 - accuracy: 0.8400
Epoch 109/500
225/225 [==============================] - 0s 801us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 110/500
225/225 [==============================] - 0s 822us/step - loss: 0.3945 - accuracy: 0.8394
Epoch 111/500
225/225 [==============================] - 0s 779us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 112/500
225/225 [==============================] - 0s 764us/step - loss: 0.3944 - accuracy: 0.8401
Epoch 113/500
225/225 [==============================] - 0s 807us/step - loss: 0.3941 - accuracy: 0.8379
Epoch 114/500
225/225 [==============================] - 0s 810us/step - loss: 0.3944 - accuracy: 0.8394
Epoch 115/500
225/225 [==============================] - 0s 767us/step - loss: 0.3943 - accuracy: 0.8389
Epoch 116/500
225/225 [==============================] - 0s 755us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 117/500
225/225 [==============================] - 0s 958us/step - loss: 0.3943 - accuracy: 0.8389
Epoch 118/500
225/225 [==============================] - 0s 791us/step - loss: 0.3944 - accuracy: 0.8397
Epoch 119/500
225/225 [==============================] - 0s 787us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 120/500
225/225 [==============================] - 0s 762us/step - loss: 0.3942 - accuracy: 0.8392
Epoch 121/500
225/225 [==============================] - 0s 776us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 122/500
225/225 [==============================] - 0s 820us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 123/500
225/225 [==============================] - 0s 771us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 124/500
225/225 [==============================] - 0s 755us/step - loss: 0.3943 - accuracy: 0.8400
Epoch 125/500
225/225 [==============================] - 0s 781us/step - loss: 0.3942 - accuracy: 0.8392
Epoch 126/500
225/225 [==============================] - 0s 766us/step - loss: 0.3942 - accuracy: 0.8388
Epoch 127/500
225/225 [==============================] - 0s 759us/step - loss: 0.3942 - accuracy: 0.8389
Epoch 128/500
225/225 [==============================] - 0s 772us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 129/500
225/225 [==============================] - 0s 775us/step - loss: 0.3944 - accuracy: 0.8396
Epoch 130/500
225/225 [==============================] - 0s 853us/step - loss: 0.3942 - accuracy: 0.8410
Epoch 131/500
225/225 [==============================] - 0s 764us/step - loss: 0.3940 - accuracy: 0.8392
Epoch 132/500
225/225 [==============================] - 0s 770us/step - loss: 0.3943 - accuracy: 0.8397
Epoch 133/500
225/225 [==============================] - 0s 763us/step - loss: 0.3943 - accuracy: 0.8399
Epoch 134/500
225/225 [==============================] - 0s 768us/step - loss: 0.3940 - accuracy: 0.8399
Epoch 135/500
225/225 [==============================] - 0s 816us/step - loss: 0.3940 - accuracy: 0.8388
Epoch 136/500
225/225 [==============================] - 0s 788us/step - loss: 0.3943 - accuracy: 0.8397
Epoch 137/500
225/225 [==============================] - 0s 791us/step - loss: 0.3940 - accuracy: 0.8401
Epoch 138/500
225/225 [==============================] - 0s 766us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 139/500
225/225 [==============================] - 0s 777us/step - loss: 0.3939 - accuracy: 0.8399
Epoch 140/500
225/225 [==============================] - 0s 775us/step - loss: 0.3943 - accuracy: 0.8400
Epoch 141/500
225/225 [==============================] - 0s 826us/step - loss: 0.3942 - accuracy: 0.8406
Epoch 142/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3941 - accuracy: 0.8407
Epoch 143/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3942 - accuracy: 0.8400
Epoch 144/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8397
Epoch 145/500
225/225 [==============================] - 0s 754us/step - loss: 0.3937 - accuracy: 0.8401
Epoch 146/500
225/225 [==============================] - 0s 781us/step - loss: 0.3943 - accuracy: 0.8399
Epoch 147/500
225/225 [==============================] - 0s 790us/step - loss: 0.3942 - accuracy: 0.8394
Epoch 148/500
225/225 [==============================] - 0s 777us/step - loss: 0.3941 - accuracy: 0.8415
Epoch 149/500
225/225 [==============================] - 0s 761us/step - loss: 0.3939 - accuracy: 0.8404
Epoch 150/500
225/225 [==============================] - 0s 824us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 151/500
225/225 [==============================] - 0s 770us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 152/500
225/225 [==============================] - 0s 764us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 153/500
225/225 [==============================] - 0s 772us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 154/500
225/225 [==============================] - 0s 773us/step - loss: 0.3941 - accuracy: 0.8392
Epoch 155/500
225/225 [==============================] - 0s 775us/step - loss: 0.3940 - accuracy: 0.8397
Epoch 156/500
225/225 [==============================] - 0s 832us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 157/500
225/225 [==============================] - 0s 778us/step - loss: 0.3940 - accuracy: 0.8393
Epoch 158/500
225/225 [==============================] - 0s 774us/step - loss: 0.3940 - accuracy: 0.8397
Epoch 159/500
225/225 [==============================] - 0s 767us/step - loss: 0.3940 - accuracy: 0.8392
Epoch 160/500
225/225 [==============================] - 0s 774us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 161/500
225/225 [==============================] - 0s 766us/step - loss: 0.3938 - accuracy: 0.8401
Epoch 162/500
225/225 [==============================] - 0s 861us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 163/500
225/225 [==============================] - 0s 767us/step - loss: 0.3939 - accuracy: 0.8399
Epoch 164/500
225/225 [==============================] - 0s 769us/step - loss: 0.3937 - accuracy: 0.8399
Epoch 165/500
225/225 [==============================] - 0s 769us/step - loss: 0.3940 - accuracy: 0.8393
Epoch 166/500
225/225 [==============================] - 0s 755us/step - loss: 0.3940 - accuracy: 0.8400
Epoch 167/500
225/225 [==============================] - 0s 813us/step - loss: 0.3938 - accuracy: 0.8401
Epoch 168/500
225/225 [==============================] - 0s 793us/step - loss: 0.3942 - accuracy: 0.8392
Epoch 169/500
225/225 [==============================] - 0s 786us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 170/500
225/225 [==============================] - 0s 751us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 171/500
225/225 [==============================] - 0s 770us/step - loss: 0.3939 - accuracy: 0.8401
Epoch 172/500
225/225 [==============================] - 0s 778us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 173/500
225/225 [==============================] - 0s 785us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 174/500
225/225 [==============================] - 0s 769us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 175/500
225/225 [==============================] - 0s 768us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 176/500
225/225 [==============================] - 0s 748us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 177/500
225/225 [==============================] - 0s 769us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 178/500
225/225 [==============================] - 0s 809us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 179/500
225/225 [==============================] - 0s 771us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 180/500
225/225 [==============================] - 0s 757us/step - loss: 0.3935 - accuracy: 0.8399
Epoch 181/500
225/225 [==============================] - 0s 764us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 182/500
225/225 [==============================] - 0s 765us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 183/500
225/225 [==============================] - 0s 760us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 184/500
225/225 [==============================] - 0s 817us/step - loss: 0.3940 - accuracy: 0.8399
Epoch 185/500
225/225 [==============================] - 0s 768us/step - loss: 0.3936 - accuracy: 0.8397
Epoch 186/500
225/225 [==============================] - 0s 763us/step - loss: 0.3937 - accuracy: 0.8403
Epoch 187/500
225/225 [==============================] - 0s 768us/step - loss: 0.3938 - accuracy: 0.8394
Epoch 188/500
225/225 [==============================] - 0s 771us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 189/500
225/225 [==============================] - 0s 769us/step - loss: 0.3939 - accuracy: 0.8399
Epoch 190/500
225/225 [==============================] - 0s 805us/step - loss: 0.3937 - accuracy: 0.8393
Epoch 191/500
225/225 [==============================] - 0s 793us/step - loss: 0.3936 - accuracy: 0.8404
Epoch 192/500
225/225 [==============================] - 0s 772us/step - loss: 0.3935 - accuracy: 0.8399
Epoch 193/500
225/225 [==============================] - 0s 756us/step - loss: 0.3940 - accuracy: 0.8403
Epoch 194/500
225/225 [==============================] - 0s 764us/step - loss: 0.3936 - accuracy: 0.8393
Epoch 195/500
225/225 [==============================] - 0s 814us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 196/500
225/225 [==============================] - 0s 774us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 197/500
225/225 [==============================] - 0s 759us/step - loss: 0.3939 - accuracy: 0.8393
Epoch 198/500
225/225 [==============================] - 0s 783us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 199/500
225/225 [==============================] - 0s 773us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 200/500
225/225 [==============================] - 0s 757us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 201/500
225/225 [==============================] - 0s 780us/step - loss: 0.3936 - accuracy: 0.8399
Epoch 202/500
225/225 [==============================] - 0s 771us/step - loss: 0.3936 - accuracy: 0.8385
Epoch 203/500
225/225 [==============================] - 0s 761us/step - loss: 0.3939 - accuracy: 0.8399
Epoch 204/500
225/225 [==============================] - 0s 764us/step - loss: 0.3936 - accuracy: 0.8397
Epoch 205/500
225/225 [==============================] - 0s 771us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 206/500
225/225 [==============================] - 0s 770us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 207/500
225/225 [==============================] - 0s 814us/step - loss: 0.3936 - accuracy: 0.8403
Epoch 208/500
225/225 [==============================] - 0s 767us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 209/500
225/225 [==============================] - 0s 772us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 210/500
225/225 [==============================] - 0s 751us/step - loss: 0.3938 - accuracy: 0.8392
Epoch 211/500
225/225 [==============================] - 0s 769us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 212/500
225/225 [==============================] - 0s 812us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 213/500
225/225 [==============================] - 0s 771us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 214/500
225/225 [==============================] - 0s 759us/step - loss: 0.3936 - accuracy: 0.8389
Epoch 215/500
225/225 [==============================] - 0s 772us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 216/500
225/225 [==============================] - 0s 767us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 217/500
225/225 [==============================] - 0s 758us/step - loss: 0.3936 - accuracy: 0.8400
Epoch 218/500
225/225 [==============================] - 0s 832us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 219/500
225/225 [==============================] - 0s 774us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 220/500
225/225 [==============================] - 0s 759us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 221/500
225/225 [==============================] - 0s 777us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 222/500
225/225 [==============================] - 0s 768us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 223/500
225/225 [==============================] - 0s 778us/step - loss: 0.3936 - accuracy: 0.8383
Epoch 224/500
225/225 [==============================] - 0s 796us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 225/500
225/225 [==============================] - 0s 794us/step - loss: 0.3936 - accuracy: 0.8399
Epoch 226/500
225/225 [==============================] - 0s 793us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 227/500
225/225 [==============================] - 0s 757us/step - loss: 0.3934 - accuracy: 0.8407
Epoch 228/500
225/225 [==============================] - 0s 771us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 229/500
225/225 [==============================] - 0s 819us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 230/500
225/225 [==============================] - 0s 765us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 231/500
225/225 [==============================] - 0s 751us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 232/500
225/225 [==============================] - 0s 787us/step - loss: 0.3936 - accuracy: 0.8403
Epoch 233/500
225/225 [==============================] - 0s 773us/step - loss: 0.3934 - accuracy: 0.8403
Epoch 234/500
225/225 [==============================] - 0s 747us/step - loss: 0.3935 - accuracy: 0.8392
Epoch 235/500
225/225 [==============================] - 0s 835us/step - loss: 0.3934 - accuracy: 0.8389
Epoch 236/500
225/225 [==============================] - 0s 764us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 237/500
225/225 [==============================] - 0s 766us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 238/500
225/225 [==============================] - 0s 763us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 239/500
225/225 [==============================] - 0s 770us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 240/500
225/225 [==============================] - 0s 817us/step - loss: 0.3932 - accuracy: 0.8403
Epoch 241/500
225/225 [==============================] - 0s 761us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 242/500
225/225 [==============================] - 0s 763us/step - loss: 0.3936 - accuracy: 0.8396
Epoch 243/500
225/225 [==============================] - 0s 764us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 244/500
225/225 [==============================] - 0s 749us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 245/500
225/225 [==============================] - 0s 755us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 246/500
225/225 [==============================] - 0s 905us/step - loss: 0.3933 - accuracy: 0.8403
Epoch 247/500
225/225 [==============================] - 0s 762us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 248/500
225/225 [==============================] - 0s 813us/step - loss: 0.3934 - accuracy: 0.8396
Epoch 249/500
225/225 [==============================] - 0s 774us/step - loss: 0.3932 - accuracy: 0.8396
Epoch 250/500
225/225 [==============================] - 0s 776us/step - loss: 0.3931 - accuracy: 0.8388
Epoch 251/500
225/225 [==============================] - 0s 765us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 252/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8390
Epoch 253/500
225/225 [==============================] - 0s 776us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 254/500
225/225 [==============================] - 0s 768us/step - loss: 0.3937 - accuracy: 0.8401
Epoch 255/500
225/225 [==============================] - 0s 762us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 256/500
225/225 [==============================] - 0s 773us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 257/500
225/225 [==============================] - 0s 811us/step - loss: 0.3937 - accuracy: 0.8392
Epoch 258/500
225/225 [==============================] - 0s 769us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 259/500
225/225 [==============================] - 0s 786us/step - loss: 0.3935 - accuracy: 0.8385
Epoch 260/500
225/225 [==============================] - 0s 782us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 261/500
225/225 [==============================] - 0s 766us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 262/500
225/225 [==============================] - 0s 758us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 263/500
225/225 [==============================] - 0s 807us/step - loss: 0.3933 - accuracy: 0.8392
Epoch 264/500
225/225 [==============================] - 0s 765us/step - loss: 0.3935 - accuracy: 0.8390
Epoch 265/500
225/225 [==============================] - 0s 753us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 266/500
225/225 [==============================] - 0s 771us/step - loss: 0.3928 - accuracy: 0.8389
Epoch 267/500
225/225 [==============================] - 0s 768us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 268/500
225/225 [==============================] - 0s 766us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 269/500
225/225 [==============================] - 0s 921us/step - loss: 0.3935 - accuracy: 0.8390
Epoch 270/500
225/225 [==============================] - 0s 780us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 271/500
225/225 [==============================] - 0s 789us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 272/500
225/225 [==============================] - 0s 822us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 273/500
225/225 [==============================] - 0s 753us/step - loss: 0.3930 - accuracy: 0.8404
Epoch 274/500
225/225 [==============================] - 0s 774us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 275/500
225/225 [==============================] - 0s 849us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 276/500
225/225 [==============================] - 0s 748us/step - loss: 0.3931 - accuracy: 0.8400
Epoch 277/500
225/225 [==============================] - 0s 781us/step - loss: 0.3927 - accuracy: 0.8397
Epoch 278/500
225/225 [==============================] - 0s 765us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 279/500
225/225 [==============================] - 0s 768us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 280/500
225/225 [==============================] - 0s 912us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 281/500
225/225 [==============================] - 0s 767us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 282/500
225/225 [==============================] - 0s 764us/step - loss: 0.3934 - accuracy: 0.8396
Epoch 283/500
225/225 [==============================] - 0s 769us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 284/500
225/225 [==============================] - 0s 781us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 285/500
225/225 [==============================] - 0s 777us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 286/500
225/225 [==============================] - 0s 780us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 287/500
225/225 [==============================] - 0s 750us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 288/500
225/225 [==============================] - 0s 767us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 289/500
225/225 [==============================] - 0s 772us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 290/500
225/225 [==============================] - 0s 748us/step - loss: 0.3933 - accuracy: 0.8389
Epoch 291/500
225/225 [==============================] - 0s 816us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 292/500
225/225 [==============================] - 0s 768us/step - loss: 0.3933 - accuracy: 0.8386
Epoch 293/500
225/225 [==============================] - 0s 749us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 294/500
225/225 [==============================] - 0s 780us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 295/500
225/225 [==============================] - 0s 768us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 296/500
225/225 [==============================] - 0s 808us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 297/500
225/225 [==============================] - 0s 784us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 298/500
225/225 [==============================] - 0s 772us/step - loss: 0.3930 - accuracy: 0.8393
Epoch 299/500
225/225 [==============================] - 0s 762us/step - loss: 0.3930 - accuracy: 0.8394
Epoch 300/500
225/225 [==============================] - 0s 800us/step - loss: 0.3928 - accuracy: 0.8396
Epoch 301/500
225/225 [==============================] - 0s 763us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 302/500
225/225 [==============================] - 0s 760us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 303/500
225/225 [==============================] - 0s 779us/step - loss: 0.3925 - accuracy: 0.8393
Epoch 304/500
225/225 [==============================] - 0s 755us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 305/500
225/225 [==============================] - 0s 760us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 306/500
225/225 [==============================] - 0s 765us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 307/500
225/225 [==============================] - 0s 769us/step - loss: 0.3926 - accuracy: 0.8383
Epoch 308/500
225/225 [==============================] - 0s 754us/step - loss: 0.3928 - accuracy: 0.8383
Epoch 309/500
225/225 [==============================] - 0s 779us/step - loss: 0.3926 - accuracy: 0.8390
Epoch 310/500
225/225 [==============================] - 0s 754us/step - loss: 0.3927 - accuracy: 0.8390
Epoch 311/500
225/225 [==============================] - 0s 758us/step - loss: 0.3926 - accuracy: 0.8400
Epoch 312/500
225/225 [==============================] - 0s 770us/step - loss: 0.3926 - accuracy: 0.8396
Epoch 313/500
225/225 [==============================] - 0s 766us/step - loss: 0.3925 - accuracy: 0.8383
Epoch 314/500
225/225 [==============================] - 0s 772us/step - loss: 0.3925 - accuracy: 0.8381
Epoch 315/500
225/225 [==============================] - 0s 770us/step - loss: 0.3927 - accuracy: 0.8389
Epoch 316/500
225/225 [==============================] - 0s 752us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 317/500
225/225 [==============================] - 0s 763us/step - loss: 0.3924 - accuracy: 0.8388
Epoch 318/500
225/225 [==============================] - 0s 751us/step - loss: 0.3924 - accuracy: 0.8385
Epoch 319/500
225/225 [==============================] - 0s 815us/step - loss: 0.3924 - accuracy: 0.8385
Epoch 320/500
225/225 [==============================] - 0s 770us/step - loss: 0.3924 - accuracy: 0.8378
Epoch 321/500
225/225 [==============================] - 0s 753us/step - loss: 0.3923 - accuracy: 0.8390
Epoch 322/500
225/225 [==============================] - 0s 753us/step - loss: 0.3920 - accuracy: 0.8394
Epoch 323/500
225/225 [==============================] - 0s 814us/step - loss: 0.3922 - accuracy: 0.8386
Epoch 324/500
225/225 [==============================] - 0s 754us/step - loss: 0.3918 - accuracy: 0.8385
Epoch 325/500
225/225 [==============================] - 0s 764us/step - loss: 0.3919 - accuracy: 0.8383
Epoch 326/500
225/225 [==============================] - 0s 765us/step - loss: 0.3922 - accuracy: 0.8394
Epoch 327/500
225/225 [==============================] - 0s 758us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 328/500
225/225 [==============================] - 0s 756us/step - loss: 0.3918 - accuracy: 0.8385
Epoch 329/500
225/225 [==============================] - 0s 780us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 330/500
225/225 [==============================] - 0s 755us/step - loss: 0.3919 - accuracy: 0.8383
Epoch 331/500
225/225 [==============================] - 0s 789us/step - loss: 0.3915 - accuracy: 0.8382
Epoch 332/500
225/225 [==============================] - 0s 759us/step - loss: 0.3915 - accuracy: 0.8385
Epoch 333/500
225/225 [==============================] - 0s 759us/step - loss: 0.3915 - accuracy: 0.8392
Epoch 334/500
225/225 [==============================] - 0s 753us/step - loss: 0.3915 - accuracy: 0.8388
Epoch 335/500
225/225 [==============================] - 0s 752us/step - loss: 0.3917 - accuracy: 0.8388
Epoch 336/500
225/225 [==============================] - 0s 776us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 337/500
225/225 [==============================] - 0s 759us/step - loss: 0.3915 - accuracy: 0.8381
Epoch 338/500
225/225 [==============================] - 0s 788us/step - loss: 0.3914 - accuracy: 0.8390
Epoch 339/500
225/225 [==============================] - 0s 754us/step - loss: 0.3916 - accuracy: 0.8381
Epoch 340/500
225/225 [==============================] - 0s 757us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 341/500
225/225 [==============================] - 0s 753us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 342/500
225/225 [==============================] - 0s 847us/step - loss: 0.3915 - accuracy: 0.8376
Epoch 343/500
225/225 [==============================] - 0s 758us/step - loss: 0.3911 - accuracy: 0.8376
Epoch 344/500
225/225 [==============================] - 0s 754us/step - loss: 0.3914 - accuracy: 0.8390
Epoch 345/500
225/225 [==============================] - 0s 756us/step - loss: 0.3913 - accuracy: 0.8385
Epoch 346/500
225/225 [==============================] - 0s 758us/step - loss: 0.3911 - accuracy: 0.8396
Epoch 347/500
225/225 [==============================] - 0s 751us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 348/500
225/225 [==============================] - 0s 801us/step - loss: 0.3912 - accuracy: 0.8389
Epoch 349/500
225/225 [==============================] - 0s 766us/step - loss: 0.3913 - accuracy: 0.8386
Epoch 350/500
225/225 [==============================] - 0s 751us/step - loss: 0.3914 - accuracy: 0.8392
Epoch 351/500
225/225 [==============================] - 0s 754us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 352/500
225/225 [==============================] - 0s 753us/step - loss: 0.3909 - accuracy: 0.8393
Epoch 353/500
225/225 [==============================] - 0s 793us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 354/500
225/225 [==============================] - 0s 772us/step - loss: 0.3914 - accuracy: 0.8378
Epoch 355/500
225/225 [==============================] - 0s 759us/step - loss: 0.3910 - accuracy: 0.8390
Epoch 356/500
225/225 [==============================] - 0s 749us/step - loss: 0.3910 - accuracy: 0.8388
Epoch 357/500
225/225 [==============================] - 0s 769us/step - loss: 0.3912 - accuracy: 0.8393
Epoch 358/500
225/225 [==============================] - 0s 767us/step - loss: 0.3910 - accuracy: 0.8389
Epoch 359/500
225/225 [==============================] - 0s 774us/step - loss: 0.3913 - accuracy: 0.8396
Epoch 360/500
225/225 [==============================] - 0s 759us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 361/500
225/225 [==============================] - 0s 843us/step - loss: 0.3911 - accuracy: 0.8382
Epoch 362/500
225/225 [==============================] - 0s 754us/step - loss: 0.3910 - accuracy: 0.8381
Epoch 363/500
225/225 [==============================] - 0s 760us/step - loss: 0.3913 - accuracy: 0.8388
Epoch 364/500
225/225 [==============================] - 0s 761us/step - loss: 0.3911 - accuracy: 0.8385
Epoch 365/500
225/225 [==============================] - 0s 804us/step - loss: 0.3913 - accuracy: 0.8401
Epoch 366/500
225/225 [==============================] - 0s 761us/step - loss: 0.3911 - accuracy: 0.8379
Epoch 367/500
225/225 [==============================] - 0s 755us/step - loss: 0.3911 - accuracy: 0.8396
Epoch 368/500
225/225 [==============================] - 0s 754us/step - loss: 0.3907 - accuracy: 0.8385
Epoch 369/500
225/225 [==============================] - 0s 759us/step - loss: 0.3911 - accuracy: 0.8390
Epoch 370/500
225/225 [==============================] - 0s 864us/step - loss: 0.3912 - accuracy: 0.8394
Epoch 371/500
225/225 [==============================] - 0s 798us/step - loss: 0.3912 - accuracy: 0.8386
Epoch 372/500
225/225 [==============================] - 0s 790us/step - loss: 0.3909 - accuracy: 0.8394
Epoch 373/500
225/225 [==============================] - 0s 768us/step - loss: 0.3913 - accuracy: 0.8396
Epoch 374/500
225/225 [==============================] - 0s 778us/step - loss: 0.3913 - accuracy: 0.8390
Epoch 375/500
225/225 [==============================] - 0s 769us/step - loss: 0.3910 - accuracy: 0.8388
Epoch 376/500
225/225 [==============================] - 0s 798us/step - loss: 0.3911 - accuracy: 0.8389
Epoch 377/500
225/225 [==============================] - 0s 775us/step - loss: 0.3913 - accuracy: 0.8389
Epoch 378/500
225/225 [==============================] - 0s 757us/step - loss: 0.3912 - accuracy: 0.8379
Epoch 379/500
225/225 [==============================] - 0s 768us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 380/500
225/225 [==============================] - 0s 770us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 381/500
225/225 [==============================] - 0s 762us/step - loss: 0.3910 - accuracy: 0.8390
Epoch 382/500
225/225 [==============================] - 0s 811us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 383/500
225/225 [==============================] - 0s 775us/step - loss: 0.3910 - accuracy: 0.8383
Epoch 384/500
225/225 [==============================] - 0s 772us/step - loss: 0.3910 - accuracy: 0.8389
Epoch 385/500
225/225 [==============================] - 0s 759us/step - loss: 0.3911 - accuracy: 0.8390
Epoch 386/500
225/225 [==============================] - 0s 777us/step - loss: 0.3909 - accuracy: 0.8382
Epoch 387/500
225/225 [==============================] - 0s 812us/step - loss: 0.3908 - accuracy: 0.8386
Epoch 388/500
225/225 [==============================] - 0s 759us/step - loss: 0.3909 - accuracy: 0.8393
Epoch 389/500
225/225 [==============================] - 0s 779us/step - loss: 0.3909 - accuracy: 0.8378
Epoch 390/500
225/225 [==============================] - 0s 775us/step - loss: 0.3908 - accuracy: 0.8382
Epoch 391/500
225/225 [==============================] - 0s 758us/step - loss: 0.3910 - accuracy: 0.8385
Epoch 392/500
225/225 [==============================] - 0s 901us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 393/500
225/225 [==============================] - 0s 789us/step - loss: 0.3908 - accuracy: 0.8375
Epoch 394/500
225/225 [==============================] - 0s 804us/step - loss: 0.3912 - accuracy: 0.8383
Epoch 395/500
225/225 [==============================] - 0s 761us/step - loss: 0.3909 - accuracy: 0.8386
Epoch 396/500
225/225 [==============================] - 0s 770us/step - loss: 0.3911 - accuracy: 0.8389
Epoch 397/500
225/225 [==============================] - 0s 767us/step - loss: 0.3908 - accuracy: 0.8376
Epoch 398/500
225/225 [==============================] - 0s 867us/step - loss: 0.3911 - accuracy: 0.8394
Epoch 399/500
225/225 [==============================] - 0s 935us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 400/500
225/225 [==============================] - 0s 776us/step - loss: 0.3909 - accuracy: 0.8383
Epoch 401/500
225/225 [==============================] - 0s 782us/step - loss: 0.3908 - accuracy: 0.8390
Epoch 402/500
225/225 [==============================] - 0s 766us/step - loss: 0.3910 - accuracy: 0.8385
Epoch 403/500
225/225 [==============================] - 0s 768us/step - loss: 0.3908 - accuracy: 0.8385
Epoch 404/500
225/225 [==============================] - 0s 796us/step - loss: 0.3913 - accuracy: 0.8404
Epoch 405/500
225/225 [==============================] - 0s 771us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 406/500
225/225 [==============================] - 0s 766us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 407/500
225/225 [==============================] - 0s 767us/step - loss: 0.3907 - accuracy: 0.8386
Epoch 408/500
225/225 [==============================] - 0s 767us/step - loss: 0.3908 - accuracy: 0.8369
Epoch 409/500
225/225 [==============================] - 0s 813us/step - loss: 0.3909 - accuracy: 0.8392
Epoch 410/500
225/225 [==============================] - 0s 760us/step - loss: 0.3907 - accuracy: 0.8382
Epoch 411/500
225/225 [==============================] - 0s 769us/step - loss: 0.3911 - accuracy: 0.8378
Epoch 412/500
225/225 [==============================] - 0s 782us/step - loss: 0.3908 - accuracy: 0.8392
Epoch 413/500
225/225 [==============================] - 0s 770us/step - loss: 0.3909 - accuracy: 0.8386
Epoch 414/500
225/225 [==============================] - 0s 779us/step - loss: 0.3909 - accuracy: 0.8365
Epoch 415/500
225/225 [==============================] - 0s 776us/step - loss: 0.3908 - accuracy: 0.8376
Epoch 416/500
225/225 [==============================] - 0s 759us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 417/500
225/225 [==============================] - 0s 794us/step - loss: 0.3909 - accuracy: 0.8389
Epoch 418/500
225/225 [==============================] - 0s 771us/step - loss: 0.3909 - accuracy: 0.8394
Epoch 419/500
225/225 [==============================] - 0s 773us/step - loss: 0.3911 - accuracy: 0.8390
Epoch 420/500
225/225 [==============================] - 0s 770us/step - loss: 0.3909 - accuracy: 0.8389
Epoch 421/500
225/225 [==============================] - 0s 779us/step - loss: 0.3910 - accuracy: 0.8389
Epoch 422/500
225/225 [==============================] - 0s 833us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 423/500
225/225 [==============================] - 0s 812us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 424/500
225/225 [==============================] - 0s 753us/step - loss: 0.3909 - accuracy: 0.8386
Epoch 425/500
225/225 [==============================] - 0s 765us/step - loss: 0.3910 - accuracy: 0.8390
Epoch 426/500
225/225 [==============================] - 0s 828us/step - loss: 0.3910 - accuracy: 0.8385
Epoch 427/500
225/225 [==============================] - 0s 757us/step - loss: 0.3909 - accuracy: 0.8383
Epoch 428/500
225/225 [==============================] - 0s 784us/step - loss: 0.3908 - accuracy: 0.8388
Epoch 429/500
225/225 [==============================] - 0s 781us/step - loss: 0.3909 - accuracy: 0.8393
Epoch 430/500
225/225 [==============================] - 0s 824us/step - loss: 0.3909 - accuracy: 0.8382
Epoch 431/500
225/225 [==============================] - 0s 777us/step - loss: 0.3909 - accuracy: 0.8378
Epoch 432/500
225/225 [==============================] - 0s 786us/step - loss: 0.3911 - accuracy: 0.8394
Epoch 433/500
225/225 [==============================] - 0s 771us/step - loss: 0.3910 - accuracy: 0.8396
Epoch 434/500
225/225 [==============================] - 0s 766us/step - loss: 0.3908 - accuracy: 0.8379
Epoch 435/500
225/225 [==============================] - 0s 771us/step - loss: 0.3906 - accuracy: 0.8381
Epoch 436/500
225/225 [==============================] - 0s 766us/step - loss: 0.3908 - accuracy: 0.8385
Epoch 437/500
225/225 [==============================] - 0s 788us/step - loss: 0.3907 - accuracy: 0.8386
Epoch 438/500
225/225 [==============================] - 0s 788us/step - loss: 0.3912 - accuracy: 0.8382
Epoch 439/500
225/225 [==============================] - 0s 782us/step - loss: 0.3908 - accuracy: 0.8396
Epoch 440/500
225/225 [==============================] - 0s 779us/step - loss: 0.3907 - accuracy: 0.8394
Epoch 441/500
225/225 [==============================] - 0s 760us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 442/500
225/225 [==============================] - 0s 770us/step - loss: 0.3908 - accuracy: 0.8379
Epoch 443/500
225/225 [==============================] - 0s 795us/step - loss: 0.3905 - accuracy: 0.8394
Epoch 444/500
225/225 [==============================] - 0s 767us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 445/500
225/225 [==============================] - 0s 778us/step - loss: 0.3909 - accuracy: 0.8376
Epoch 446/500
225/225 [==============================] - 0s 779us/step - loss: 0.3909 - accuracy: 0.8378
Epoch 447/500
225/225 [==============================] - 0s 768us/step - loss: 0.3911 - accuracy: 0.8397
Epoch 448/500
225/225 [==============================] - 0s 754us/step - loss: 0.3910 - accuracy: 0.8389
Epoch 449/500
225/225 [==============================] - 0s 798us/step - loss: 0.3907 - accuracy: 0.8381
Epoch 450/500
225/225 [==============================] - 0s 806us/step - loss: 0.3910 - accuracy: 0.8382
Epoch 451/500
225/225 [==============================] - 0s 756us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 452/500
225/225 [==============================] - 0s 768us/step - loss: 0.3905 - accuracy: 0.8392
Epoch 453/500
225/225 [==============================] - 0s 770us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 454/500
225/225 [==============================] - 0s 779us/step - loss: 0.3909 - accuracy: 0.8381
Epoch 455/500
225/225 [==============================] - 0s 765us/step - loss: 0.3907 - accuracy: 0.8386
Epoch 456/500
225/225 [==============================] - 0s 766us/step - loss: 0.3908 - accuracy: 0.8394
Epoch 457/500
225/225 [==============================] - 0s 777us/step - loss: 0.3906 - accuracy: 0.8375
Epoch 458/500
225/225 [==============================] - 0s 762us/step - loss: 0.3909 - accuracy: 0.8392
Epoch 459/500
225/225 [==============================] - 0s 774us/step - loss: 0.3908 - accuracy: 0.8385
Epoch 460/500
225/225 [==============================] - 0s 836us/step - loss: 0.3911 - accuracy: 0.8392
Epoch 461/500
225/225 [==============================] - 0s 757us/step - loss: 0.3906 - accuracy: 0.8378
Epoch 462/500
225/225 [==============================] - 0s 768us/step - loss: 0.3908 - accuracy: 0.8393
Epoch 463/500
225/225 [==============================] - 0s 776us/step - loss: 0.3909 - accuracy: 0.8379
Epoch 464/500
225/225 [==============================] - 0s 777us/step - loss: 0.3908 - accuracy: 0.8386
Epoch 465/500
225/225 [==============================] - 0s 752us/step - loss: 0.3909 - accuracy: 0.8381
Epoch 466/500
225/225 [==============================] - 0s 836us/step - loss: 0.3909 - accuracy: 0.8385
Epoch 467/500
225/225 [==============================] - 0s 766us/step - loss: 0.3908 - accuracy: 0.8389
Epoch 468/500
225/225 [==============================] - 0s 755us/step - loss: 0.3908 - accuracy: 0.8372
Epoch 469/500
225/225 [==============================] - 0s 779us/step - loss: 0.3910 - accuracy: 0.8378
Epoch 470/500
225/225 [==============================] - 0s 807us/step - loss: 0.3908 - accuracy: 0.8388
Epoch 471/500
225/225 [==============================] - 0s 773us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 472/500
225/225 [==============================] - 0s 772us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 473/500
225/225 [==============================] - 0s 791us/step - loss: 0.3907 - accuracy: 0.8390
Epoch 474/500
225/225 [==============================] - 0s 771us/step - loss: 0.3907 - accuracy: 0.8378
Epoch 475/500
225/225 [==============================] - 0s 764us/step - loss: 0.3911 - accuracy: 0.8388
Epoch 476/500
225/225 [==============================] - 0s 762us/step - loss: 0.3911 - accuracy: 0.8382
Epoch 477/500
225/225 [==============================] - 0s 779us/step - loss: 0.3907 - accuracy: 0.8388
Epoch 478/500
225/225 [==============================] - 0s 887us/step - loss: 0.3907 - accuracy: 0.8382
Epoch 479/500
225/225 [==============================] - 0s 762us/step - loss: 0.3906 - accuracy: 0.8381
Epoch 480/500
225/225 [==============================] - 0s 775us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 481/500
225/225 [==============================] - 0s 769us/step - loss: 0.3910 - accuracy: 0.8381
Epoch 482/500
225/225 [==============================] - 0s 766us/step - loss: 0.3906 - accuracy: 0.8389
Epoch 483/500
225/225 [==============================] - 0s 785us/step - loss: 0.3908 - accuracy: 0.8385
Epoch 484/500
225/225 [==============================] - 0s 764us/step - loss: 0.3909 - accuracy: 0.8382
Epoch 485/500
225/225 [==============================] - 0s 752us/step - loss: 0.3909 - accuracy: 0.8374
Epoch 486/500
225/225 [==============================] - 0s 767us/step - loss: 0.3905 - accuracy: 0.8381
Epoch 487/500
225/225 [==============================] - 0s 873us/step - loss: 0.3909 - accuracy: 0.8392
Epoch 488/500
225/225 [==============================] - 0s 825us/step - loss: 0.3907 - accuracy: 0.8390
Epoch 489/500
225/225 [==============================] - 0s 753us/step - loss: 0.3910 - accuracy: 0.8372
Epoch 490/500
225/225 [==============================] - 0s 772us/step - loss: 0.3908 - accuracy: 0.8396
Epoch 491/500
225/225 [==============================] - 0s 780us/step - loss: 0.3906 - accuracy: 0.8385
Epoch 492/500
225/225 [==============================] - 0s 759us/step - loss: 0.3906 - accuracy: 0.8385
Epoch 493/500
225/225 [==============================] - 0s 772us/step - loss: 0.3907 - accuracy: 0.8389
Epoch 494/500
225/225 [==============================] - 0s 828us/step - loss: 0.3908 - accuracy: 0.8378
Epoch 495/500
225/225 [==============================] - 0s 756us/step - loss: 0.3907 - accuracy: 0.8389
Epoch 496/500
225/225 [==============================] - 0s 765us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 497/500
225/225 [==============================] - 0s 777us/step - loss: 0.3906 - accuracy: 0.8382
Epoch 498/500
225/225 [==============================] - 0s 769us/step - loss: 0.3908 - accuracy: 0.8386
Epoch 499/500
225/225 [==============================] - 0s 789us/step - loss: 0.3907 - accuracy: 0.8388
Epoch 500/500
225/225 [==============================] - 0s 790us/step - loss: 0.3909 - accuracy: 0.8388
Epoch 1/500
225/225 [==============================] - 0s 844us/step - loss: 0.6186 - accuracy: 0.7957
Epoch 2/500
225/225 [==============================] - 0s 921us/step - loss: 0.4686 - accuracy: 0.7962
Epoch 3/500
225/225 [==============================] - 0s 879us/step - loss: 0.4371 - accuracy: 0.7962
Epoch 4/500
225/225 [==============================] - 0s 843us/step - loss: 0.4286 - accuracy: 0.7989
Epoch 5/500
225/225 [==============================] - 0s 861us/step - loss: 0.4218 - accuracy: 0.8067
Epoch 6/500
225/225 [==============================] - 0s 842us/step - loss: 0.4148 - accuracy: 0.8092
Epoch 7/500
225/225 [==============================] - 0s 875us/step - loss: 0.4067 - accuracy: 0.8125
Epoch 8/500
225/225 [==============================] - 0s 849us/step - loss: 0.3989 - accuracy: 0.8150
Epoch 9/500
225/225 [==============================] - 0s 839us/step - loss: 0.3899 - accuracy: 0.8169
Epoch 10/500
225/225 [==============================] - 0s 984us/step - loss: 0.3820 - accuracy: 0.8321
Epoch 11/500
225/225 [==============================] - 0s 856us/step - loss: 0.3750 - accuracy: 0.8399
Epoch 12/500
225/225 [==============================] - 0s 915us/step - loss: 0.3699 - accuracy: 0.8419
Epoch 13/500
225/225 [==============================] - 0s 852us/step - loss: 0.3660 - accuracy: 0.8454
Epoch 14/500
225/225 [==============================] - 0s 840us/step - loss: 0.3628 - accuracy: 0.8510
Epoch 15/500
225/225 [==============================] - 0s 864us/step - loss: 0.3597 - accuracy: 0.8521
Epoch 16/500
225/225 [==============================] - 0s 931us/step - loss: 0.3570 - accuracy: 0.8565
Epoch 17/500
225/225 [==============================] - 0s 861us/step - loss: 0.3553 - accuracy: 0.8582
Epoch 18/500
225/225 [==============================] - 0s 865us/step - loss: 0.3532 - accuracy: 0.8585
Epoch 19/500
225/225 [==============================] - 0s 847us/step - loss: 0.3519 - accuracy: 0.8597
Epoch 20/500
225/225 [==============================] - 0s 873us/step - loss: 0.3503 - accuracy: 0.8608
Epoch 21/500
225/225 [==============================] - 0s 860us/step - loss: 0.3493 - accuracy: 0.8604
Epoch 22/500
225/225 [==============================] - 0s 876us/step - loss: 0.3481 - accuracy: 0.8610
Epoch 23/500
225/225 [==============================] - 0s 894us/step - loss: 0.3474 - accuracy: 0.8624
Epoch 24/500
225/225 [==============================] - 0s 816us/step - loss: 0.3463 - accuracy: 0.8617
Epoch 25/500
225/225 [==============================] - 0s 826us/step - loss: 0.3454 - accuracy: 0.8601
Epoch 26/500
225/225 [==============================] - 0s 816us/step - loss: 0.3451 - accuracy: 0.8610
Epoch 27/500
225/225 [==============================] - 0s 840us/step - loss: 0.3441 - accuracy: 0.8597
Epoch 28/500
225/225 [==============================] - 0s 818us/step - loss: 0.3437 - accuracy: 0.8601
Epoch 29/500
225/225 [==============================] - 0s 815us/step - loss: 0.3432 - accuracy: 0.8610
Epoch 30/500
225/225 [==============================] - 0s 806us/step - loss: 0.3425 - accuracy: 0.8606
Epoch 31/500
225/225 [==============================] - 0s 831us/step - loss: 0.3416 - accuracy: 0.8608
Epoch 32/500
225/225 [==============================] - 0s 865us/step - loss: 0.3414 - accuracy: 0.8619
Epoch 33/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3408 - accuracy: 0.8624
Epoch 34/500
225/225 [==============================] - 0s 817us/step - loss: 0.3406 - accuracy: 0.8626
Epoch 35/500
225/225 [==============================] - 0s 816us/step - loss: 0.3398 - accuracy: 0.8608
Epoch 36/500
225/225 [==============================] - 0s 824us/step - loss: 0.3397 - accuracy: 0.8624
Epoch 37/500
225/225 [==============================] - 0s 851us/step - loss: 0.3394 - accuracy: 0.8619
Epoch 38/500
225/225 [==============================] - 0s 830us/step - loss: 0.3390 - accuracy: 0.8618
Epoch 39/500
225/225 [==============================] - 0s 823us/step - loss: 0.3388 - accuracy: 0.8631
Epoch 40/500
225/225 [==============================] - 0s 818us/step - loss: 0.3379 - accuracy: 0.8631
Epoch 41/500
225/225 [==============================] - 0s 812us/step - loss: 0.3382 - accuracy: 0.8626
Epoch 42/500
225/225 [==============================] - 0s 811us/step - loss: 0.3376 - accuracy: 0.8631
Epoch 43/500
225/225 [==============================] - 0s 843us/step - loss: 0.3378 - accuracy: 0.8639
Epoch 44/500
225/225 [==============================] - 0s 819us/step - loss: 0.3375 - accuracy: 0.8622
Epoch 45/500
225/225 [==============================] - 0s 798us/step - loss: 0.3372 - accuracy: 0.8622
Epoch 46/500
225/225 [==============================] - 0s 822us/step - loss: 0.3373 - accuracy: 0.8654
Epoch 47/500
225/225 [==============================] - 0s 816us/step - loss: 0.3369 - accuracy: 0.8625
Epoch 48/500
225/225 [==============================] - 0s 848us/step - loss: 0.3367 - accuracy: 0.8644
Epoch 49/500
225/225 [==============================] - 0s 805us/step - loss: 0.3362 - accuracy: 0.8639
Epoch 50/500
225/225 [==============================] - 0s 814us/step - loss: 0.3369 - accuracy: 0.8644
Epoch 51/500
225/225 [==============================] - 0s 814us/step - loss: 0.3361 - accuracy: 0.8631
Epoch 52/500
225/225 [==============================] - 0s 811us/step - loss: 0.3363 - accuracy: 0.8635
Epoch 53/500
225/225 [==============================] - 0s 833us/step - loss: 0.3363 - accuracy: 0.8636
Epoch 54/500
225/225 [==============================] - 0s 827us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 55/500
225/225 [==============================] - 0s 850us/step - loss: 0.3362 - accuracy: 0.8639
Epoch 56/500
225/225 [==============================] - 0s 812us/step - loss: 0.3358 - accuracy: 0.8640
Epoch 57/500
225/225 [==============================] - 0s 807us/step - loss: 0.3358 - accuracy: 0.8633
Epoch 58/500
225/225 [==============================] - 0s 811us/step - loss: 0.3357 - accuracy: 0.8633
Epoch 59/500
225/225 [==============================] - 0s 861us/step - loss: 0.3353 - accuracy: 0.8653
Epoch 60/500
225/225 [==============================] - 0s 827us/step - loss: 0.3356 - accuracy: 0.8610
Epoch 61/500
225/225 [==============================] - 0s 809us/step - loss: 0.3355 - accuracy: 0.8644
Epoch 62/500
225/225 [==============================] - 0s 811us/step - loss: 0.3354 - accuracy: 0.8649
Epoch 63/500
225/225 [==============================] - 0s 810us/step - loss: 0.3355 - accuracy: 0.8644
Epoch 64/500
225/225 [==============================] - 0s 875us/step - loss: 0.3351 - accuracy: 0.8632
Epoch 65/500
225/225 [==============================] - 0s 805us/step - loss: 0.3350 - accuracy: 0.8614
Epoch 66/500
225/225 [==============================] - 0s 806us/step - loss: 0.3353 - accuracy: 0.8642
Epoch 67/500
225/225 [==============================] - 0s 809us/step - loss: 0.3354 - accuracy: 0.8636
Epoch 68/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8621
Epoch 69/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3350 - accuracy: 0.8632
Epoch 70/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3355 - accuracy: 0.8646
Epoch 71/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3349 - accuracy: 0.8619
Epoch 72/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8631
Epoch 73/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8640
Epoch 74/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8631
Epoch 75/500
225/225 [==============================] - 0s 997us/step - loss: 0.3345 - accuracy: 0.8614
Epoch 76/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8643
Epoch 77/500
225/225 [==============================] - 0s 994us/step - loss: 0.3347 - accuracy: 0.8636
Epoch 78/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3346 - accuracy: 0.8635
Epoch 79/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8642
Epoch 80/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3347 - accuracy: 0.8635
Epoch 81/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3345 - accuracy: 0.8629
Epoch 82/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8622
Epoch 83/500
225/225 [==============================] - 0s 961us/step - loss: 0.3348 - accuracy: 0.8617
Epoch 84/500
225/225 [==============================] - 0s 964us/step - loss: 0.3347 - accuracy: 0.8635
Epoch 85/500
225/225 [==============================] - 0s 843us/step - loss: 0.3345 - accuracy: 0.8646
Epoch 86/500
225/225 [==============================] - 0s 860us/step - loss: 0.3348 - accuracy: 0.8632
Epoch 87/500
225/225 [==============================] - 0s 888us/step - loss: 0.3344 - accuracy: 0.8636
Epoch 88/500
225/225 [==============================] - 0s 808us/step - loss: 0.3343 - accuracy: 0.8621
Epoch 89/500
225/225 [==============================] - 0s 795us/step - loss: 0.3347 - accuracy: 0.8644
Epoch 90/500
225/225 [==============================] - 0s 822us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 91/500
225/225 [==============================] - 0s 816us/step - loss: 0.3339 - accuracy: 0.8639
Epoch 92/500
225/225 [==============================] - 0s 804us/step - loss: 0.3344 - accuracy: 0.8622
Epoch 93/500
225/225 [==============================] - 0s 910us/step - loss: 0.3338 - accuracy: 0.8625
Epoch 94/500
225/225 [==============================] - 0s 946us/step - loss: 0.3344 - accuracy: 0.8632
Epoch 95/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8610
Epoch 96/500
225/225 [==============================] - 0s 990us/step - loss: 0.3338 - accuracy: 0.8639
Epoch 97/500
225/225 [==============================] - 0s 990us/step - loss: 0.3341 - accuracy: 0.8618
Epoch 98/500
225/225 [==============================] - 0s 995us/step - loss: 0.3339 - accuracy: 0.8635
Epoch 99/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3342 - accuracy: 0.8618
Epoch 100/500
225/225 [==============================] - 0s 861us/step - loss: 0.3344 - accuracy: 0.8617
Epoch 101/500
225/225 [==============================] - 0s 948us/step - loss: 0.3343 - accuracy: 0.8624
Epoch 102/500
225/225 [==============================] - 0s 961us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 103/500
225/225 [==============================] - 0s 986us/step - loss: 0.3341 - accuracy: 0.8631
Epoch 104/500
225/225 [==============================] - 0s 875us/step - loss: 0.3342 - accuracy: 0.8633
Epoch 105/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3335 - accuracy: 0.8635
Epoch 106/500
225/225 [==============================] - 0s 832us/step - loss: 0.3339 - accuracy: 0.8632
Epoch 107/500
225/225 [==============================] - 0s 826us/step - loss: 0.3339 - accuracy: 0.8640
Epoch 108/500
225/225 [==============================] - 0s 844us/step - loss: 0.3339 - accuracy: 0.8643
Epoch 109/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3341 - accuracy: 0.8618
Epoch 110/500
225/225 [==============================] - 0s 800us/step - loss: 0.3341 - accuracy: 0.8656
Epoch 111/500
225/225 [==============================] - 0s 814us/step - loss: 0.3339 - accuracy: 0.8624
Epoch 112/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3340 - accuracy: 0.8628
Epoch 113/500
225/225 [==============================] - 0s 985us/step - loss: 0.3343 - accuracy: 0.8643
Epoch 114/500
225/225 [==============================] - 0s 811us/step - loss: 0.3344 - accuracy: 0.8632
Epoch 115/500
225/225 [==============================] - 0s 828us/step - loss: 0.3341 - accuracy: 0.8626
Epoch 116/500
225/225 [==============================] - 0s 836us/step - loss: 0.3339 - accuracy: 0.8647
Epoch 117/500
225/225 [==============================] - 0s 862us/step - loss: 0.3339 - accuracy: 0.8625
Epoch 118/500
225/225 [==============================] - 0s 931us/step - loss: 0.3338 - accuracy: 0.8633
Epoch 119/500
225/225 [==============================] - 0s 887us/step - loss: 0.3335 - accuracy: 0.8637
Epoch 120/500
225/225 [==============================] - 0s 918us/step - loss: 0.3336 - accuracy: 0.8640
Epoch 121/500
225/225 [==============================] - 0s 869us/step - loss: 0.3337 - accuracy: 0.8624
Epoch 122/500
225/225 [==============================] - 0s 798us/step - loss: 0.3338 - accuracy: 0.8656
Epoch 123/500
225/225 [==============================] - 0s 839us/step - loss: 0.3335 - accuracy: 0.8636
Epoch 124/500
225/225 [==============================] - 0s 832us/step - loss: 0.3343 - accuracy: 0.8643
Epoch 125/500
225/225 [==============================] - 0s 808us/step - loss: 0.3334 - accuracy: 0.8629
Epoch 126/500
225/225 [==============================] - 0s 800us/step - loss: 0.3339 - accuracy: 0.8649
Epoch 127/500
225/225 [==============================] - 0s 844us/step - loss: 0.3341 - accuracy: 0.8636
Epoch 128/500
225/225 [==============================] - 0s 810us/step - loss: 0.3337 - accuracy: 0.8651
Epoch 129/500
225/225 [==============================] - 0s 808us/step - loss: 0.3338 - accuracy: 0.8650
Epoch 130/500
225/225 [==============================] - 0s 796us/step - loss: 0.3342 - accuracy: 0.8633
Epoch 131/500
225/225 [==============================] - 0s 834us/step - loss: 0.3340 - accuracy: 0.8610
Epoch 132/500
225/225 [==============================] - 0s 821us/step - loss: 0.3336 - accuracy: 0.8635
Epoch 133/500
225/225 [==============================] - 0s 830us/step - loss: 0.3339 - accuracy: 0.8643
Epoch 134/500
225/225 [==============================] - 0s 796us/step - loss: 0.3340 - accuracy: 0.8636
Epoch 135/500
225/225 [==============================] - 0s 817us/step - loss: 0.3340 - accuracy: 0.8644
Epoch 136/500
225/225 [==============================] - 0s 819us/step - loss: 0.3336 - accuracy: 0.8637
Epoch 137/500
225/225 [==============================] - 0s 827us/step - loss: 0.3337 - accuracy: 0.8637
Epoch 138/500
225/225 [==============================] - 0s 799us/step - loss: 0.3339 - accuracy: 0.8632
Epoch 139/500
225/225 [==============================] - 0s 827us/step - loss: 0.3333 - accuracy: 0.8624
Epoch 140/500
225/225 [==============================] - 0s 820us/step - loss: 0.3335 - accuracy: 0.8656
Epoch 141/500
225/225 [==============================] - 0s 792us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 142/500
225/225 [==============================] - 0s 799us/step - loss: 0.3335 - accuracy: 0.8624
Epoch 143/500
225/225 [==============================] - 0s 840us/step - loss: 0.3340 - accuracy: 0.8642
Epoch 144/500
225/225 [==============================] - 0s 810us/step - loss: 0.3334 - accuracy: 0.8651
Epoch 145/500
225/225 [==============================] - 0s 809us/step - loss: 0.3340 - accuracy: 0.8631
Epoch 146/500
225/225 [==============================] - 0s 820us/step - loss: 0.3335 - accuracy: 0.8639
Epoch 147/500
225/225 [==============================] - 0s 816us/step - loss: 0.3336 - accuracy: 0.8628
Epoch 148/500
225/225 [==============================] - 0s 838us/step - loss: 0.3337 - accuracy: 0.8632
Epoch 149/500
225/225 [==============================] - 0s 820us/step - loss: 0.3333 - accuracy: 0.8653
Epoch 150/500
225/225 [==============================] - 0s 830us/step - loss: 0.3335 - accuracy: 0.8643
Epoch 151/500
225/225 [==============================] - 0s 824us/step - loss: 0.3338 - accuracy: 0.8628
Epoch 152/500
225/225 [==============================] - 0s 808us/step - loss: 0.3337 - accuracy: 0.8644
Epoch 153/500
225/225 [==============================] - 0s 794us/step - loss: 0.3337 - accuracy: 0.8650
Epoch 154/500
225/225 [==============================] - 0s 845us/step - loss: 0.3338 - accuracy: 0.8626
Epoch 155/500
225/225 [==============================] - 0s 813us/step - loss: 0.3337 - accuracy: 0.8647
Epoch 156/500
225/225 [==============================] - 0s 813us/step - loss: 0.3336 - accuracy: 0.8650
Epoch 157/500
225/225 [==============================] - 0s 794us/step - loss: 0.3331 - accuracy: 0.8644
Epoch 158/500
225/225 [==============================] - 0s 809us/step - loss: 0.3336 - accuracy: 0.8611
Epoch 159/500
225/225 [==============================] - 0s 846us/step - loss: 0.3333 - accuracy: 0.8649
Epoch 160/500
225/225 [==============================] - 0s 806us/step - loss: 0.3338 - accuracy: 0.8629
Epoch 161/500
225/225 [==============================] - 0s 793us/step - loss: 0.3335 - accuracy: 0.8651
Epoch 162/500
225/225 [==============================] - 0s 814us/step - loss: 0.3336 - accuracy: 0.8642
Epoch 163/500
225/225 [==============================] - 0s 842us/step - loss: 0.3329 - accuracy: 0.8656
Epoch 164/500
225/225 [==============================] - 0s 939us/step - loss: 0.3337 - accuracy: 0.8640
Epoch 165/500
225/225 [==============================] - 0s 797us/step - loss: 0.3337 - accuracy: 0.8639
Epoch 166/500
225/225 [==============================] - 0s 816us/step - loss: 0.3336 - accuracy: 0.8643
Epoch 167/500
225/225 [==============================] - 0s 813us/step - loss: 0.3337 - accuracy: 0.8647
Epoch 168/500
225/225 [==============================] - 0s 808us/step - loss: 0.3334 - accuracy: 0.8637
Epoch 169/500
225/225 [==============================] - 0s 795us/step - loss: 0.3331 - accuracy: 0.8635
Epoch 170/500
225/225 [==============================] - 0s 842us/step - loss: 0.3338 - accuracy: 0.8654
Epoch 171/500
225/225 [==============================] - 0s 827us/step - loss: 0.3330 - accuracy: 0.8646
Epoch 172/500
225/225 [==============================] - 0s 808us/step - loss: 0.3334 - accuracy: 0.8635
Epoch 173/500
225/225 [==============================] - 0s 801us/step - loss: 0.3335 - accuracy: 0.8647
Epoch 174/500
225/225 [==============================] - 0s 810us/step - loss: 0.3337 - accuracy: 0.8644
Epoch 175/500
225/225 [==============================] - 0s 843us/step - loss: 0.3332 - accuracy: 0.8643
Epoch 176/500
225/225 [==============================] - 0s 827us/step - loss: 0.3332 - accuracy: 0.8629
Epoch 177/500
225/225 [==============================] - 0s 801us/step - loss: 0.3339 - accuracy: 0.8640
Epoch 178/500
225/225 [==============================] - 0s 820us/step - loss: 0.3337 - accuracy: 0.8646
Epoch 179/500
225/225 [==============================] - 0s 817us/step - loss: 0.3336 - accuracy: 0.8639
Epoch 180/500
225/225 [==============================] - 0s 805us/step - loss: 0.3335 - accuracy: 0.8628
Epoch 181/500
225/225 [==============================] - 0s 852us/step - loss: 0.3334 - accuracy: 0.8617
Epoch 182/500
225/225 [==============================] - 0s 831us/step - loss: 0.3336 - accuracy: 0.8635
Epoch 183/500
225/225 [==============================] - 0s 812us/step - loss: 0.3335 - accuracy: 0.8636
Epoch 184/500
225/225 [==============================] - 0s 824us/step - loss: 0.3333 - accuracy: 0.8637
Epoch 185/500
225/225 [==============================] - 0s 798us/step - loss: 0.3333 - accuracy: 0.8650
Epoch 186/500
225/225 [==============================] - 0s 865us/step - loss: 0.3335 - accuracy: 0.8653
Epoch 187/500
225/225 [==============================] - 0s 808us/step - loss: 0.3338 - accuracy: 0.8646
Epoch 188/500
225/225 [==============================] - 0s 813us/step - loss: 0.3337 - accuracy: 0.8637
Epoch 189/500
225/225 [==============================] - 0s 805us/step - loss: 0.3332 - accuracy: 0.8631
Epoch 190/500
225/225 [==============================] - 0s 815us/step - loss: 0.3332 - accuracy: 0.8653
Epoch 191/500
225/225 [==============================] - 0s 833us/step - loss: 0.3335 - accuracy: 0.8637
Epoch 192/500
225/225 [==============================] - 0s 820us/step - loss: 0.3334 - accuracy: 0.8628
Epoch 193/500
225/225 [==============================] - 0s 797us/step - loss: 0.3331 - accuracy: 0.8628
Epoch 194/500
225/225 [==============================] - 0s 817us/step - loss: 0.3331 - accuracy: 0.8651
Epoch 195/500
225/225 [==============================] - 0s 810us/step - loss: 0.3333 - accuracy: 0.8644
Epoch 196/500
225/225 [==============================] - 0s 792us/step - loss: 0.3330 - accuracy: 0.8629
Epoch 197/500
225/225 [==============================] - 0s 859us/step - loss: 0.3336 - accuracy: 0.8640
Epoch 198/500
225/225 [==============================] - 0s 817us/step - loss: 0.3332 - accuracy: 0.8662
Epoch 199/500
225/225 [==============================] - 0s 805us/step - loss: 0.3333 - accuracy: 0.8631
Epoch 200/500
225/225 [==============================] - 0s 802us/step - loss: 0.3332 - accuracy: 0.8642
Epoch 201/500
225/225 [==============================] - 0s 805us/step - loss: 0.3332 - accuracy: 0.8644
Epoch 202/500
225/225 [==============================] - 0s 861us/step - loss: 0.3337 - accuracy: 0.8647
Epoch 203/500
225/225 [==============================] - 0s 836us/step - loss: 0.3333 - accuracy: 0.8646
Epoch 204/500
225/225 [==============================] - 0s 797us/step - loss: 0.3335 - accuracy: 0.8631
Epoch 205/500
225/225 [==============================] - 0s 807us/step - loss: 0.3334 - accuracy: 0.8636
Epoch 206/500
225/225 [==============================] - 0s 812us/step - loss: 0.3335 - accuracy: 0.8640
Epoch 207/500
225/225 [==============================] - 0s 808us/step - loss: 0.3330 - accuracy: 0.8636
Epoch 208/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3334 - accuracy: 0.8643
Epoch 209/500
225/225 [==============================] - 0s 795us/step - loss: 0.3332 - accuracy: 0.8646
Epoch 210/500
225/225 [==============================] - 0s 832us/step - loss: 0.3326 - accuracy: 0.8658
Epoch 211/500
225/225 [==============================] - 0s 821us/step - loss: 0.3334 - accuracy: 0.8629
Epoch 212/500
225/225 [==============================] - 0s 806us/step - loss: 0.3335 - accuracy: 0.8643
Epoch 213/500
225/225 [==============================] - 0s 827us/step - loss: 0.3329 - accuracy: 0.8637
Epoch 214/500
225/225 [==============================] - 0s 806us/step - loss: 0.3330 - accuracy: 0.8644
Epoch 215/500
225/225 [==============================] - 0s 806us/step - loss: 0.3335 - accuracy: 0.8656
Epoch 216/500
225/225 [==============================] - 0s 812us/step - loss: 0.3332 - accuracy: 0.8649
Epoch 217/500
225/225 [==============================] - 0s 790us/step - loss: 0.3331 - accuracy: 0.8646
Epoch 218/500
225/225 [==============================] - 0s 822us/step - loss: 0.3336 - accuracy: 0.8621
Epoch 219/500
225/225 [==============================] - 0s 819us/step - loss: 0.3334 - accuracy: 0.8633
Epoch 220/500
225/225 [==============================] - 0s 795us/step - loss: 0.3330 - accuracy: 0.8650
Epoch 221/500
225/225 [==============================] - 0s 803us/step - loss: 0.3337 - accuracy: 0.8626
Epoch 222/500
225/225 [==============================] - 0s 807us/step - loss: 0.3329 - accuracy: 0.8637
Epoch 223/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3332 - accuracy: 0.8643
Epoch 224/500
225/225 [==============================] - 0s 876us/step - loss: 0.3335 - accuracy: 0.8629
Epoch 225/500
225/225 [==============================] - 0s 809us/step - loss: 0.3332 - accuracy: 0.8637
Epoch 226/500
225/225 [==============================] - 0s 803us/step - loss: 0.3330 - accuracy: 0.8626
Epoch 227/500
225/225 [==============================] - 0s 809us/step - loss: 0.3330 - accuracy: 0.8640
Epoch 228/500
225/225 [==============================] - 0s 795us/step - loss: 0.3331 - accuracy: 0.8656
Epoch 229/500
225/225 [==============================] - 0s 859us/step - loss: 0.3332 - accuracy: 0.8626
Epoch 230/500
225/225 [==============================] - 0s 943us/step - loss: 0.3333 - accuracy: 0.8644
Epoch 231/500
225/225 [==============================] - 0s 806us/step - loss: 0.3331 - accuracy: 0.8635
Epoch 232/500
225/225 [==============================] - 0s 813us/step - loss: 0.3329 - accuracy: 0.8651
Epoch 233/500
225/225 [==============================] - 0s 799us/step - loss: 0.3329 - accuracy: 0.8653
Epoch 234/500
225/225 [==============================] - 0s 885us/step - loss: 0.3328 - accuracy: 0.8649
Epoch 235/500
225/225 [==============================] - 0s 816us/step - loss: 0.3331 - accuracy: 0.8636
Epoch 236/500
225/225 [==============================] - 0s 849us/step - loss: 0.3328 - accuracy: 0.8643
Epoch 237/500
225/225 [==============================] - 0s 795us/step - loss: 0.3332 - accuracy: 0.8640
Epoch 238/500
225/225 [==============================] - 0s 816us/step - loss: 0.3334 - accuracy: 0.8635
Epoch 239/500
225/225 [==============================] - 0s 846us/step - loss: 0.3329 - accuracy: 0.8646
Epoch 240/500
225/225 [==============================] - 0s 823us/step - loss: 0.3329 - accuracy: 0.8647
Epoch 241/500
225/225 [==============================] - 0s 804us/step - loss: 0.3332 - accuracy: 0.8629
Epoch 242/500
225/225 [==============================] - 0s 809us/step - loss: 0.3327 - accuracy: 0.8631
Epoch 243/500
225/225 [==============================] - 0s 821us/step - loss: 0.3333 - accuracy: 0.8639
Epoch 244/500
225/225 [==============================] - 0s 822us/step - loss: 0.3330 - accuracy: 0.8626
Epoch 245/500
225/225 [==============================] - 0s 796us/step - loss: 0.3332 - accuracy: 0.8651
Epoch 246/500
225/225 [==============================] - 0s 808us/step - loss: 0.3331 - accuracy: 0.8647
Epoch 247/500
225/225 [==============================] - 0s 816us/step - loss: 0.3332 - accuracy: 0.8646
Epoch 248/500
225/225 [==============================] - 0s 818us/step - loss: 0.3329 - accuracy: 0.8657
Epoch 249/500
225/225 [==============================] - 0s 794us/step - loss: 0.3332 - accuracy: 0.8626
Epoch 250/500
225/225 [==============================] - 0s 862us/step - loss: 0.3332 - accuracy: 0.8644
Epoch 251/500
225/225 [==============================] - 0s 860us/step - loss: 0.3329 - accuracy: 0.8637
Epoch 252/500
225/225 [==============================] - 0s 834us/step - loss: 0.3327 - accuracy: 0.8635
Epoch 253/500
225/225 [==============================] - 0s 804us/step - loss: 0.3330 - accuracy: 0.8657
Epoch 254/500
225/225 [==============================] - 0s 808us/step - loss: 0.3331 - accuracy: 0.8615
Epoch 255/500
225/225 [==============================] - 0s 851us/step - loss: 0.3328 - accuracy: 0.8625
Epoch 256/500
225/225 [==============================] - 0s 823us/step - loss: 0.3331 - accuracy: 0.8639
Epoch 257/500
225/225 [==============================] - 0s 811us/step - loss: 0.3329 - accuracy: 0.8650
Epoch 258/500
225/225 [==============================] - 0s 807us/step - loss: 0.3329 - accuracy: 0.8664
Epoch 259/500
225/225 [==============================] - 0s 957us/step - loss: 0.3329 - accuracy: 0.8635
Epoch 260/500
225/225 [==============================] - 0s 822us/step - loss: 0.3329 - accuracy: 0.8644
Epoch 261/500
225/225 [==============================] - 0s 807us/step - loss: 0.3324 - accuracy: 0.8646
Epoch 262/500
225/225 [==============================] - 0s 811us/step - loss: 0.3332 - accuracy: 0.8639
Epoch 263/500
225/225 [==============================] - 0s 809us/step - loss: 0.3330 - accuracy: 0.8642
Epoch 264/500
225/225 [==============================] - 0s 815us/step - loss: 0.3330 - accuracy: 0.8651
Epoch 265/500
225/225 [==============================] - 0s 787us/step - loss: 0.3325 - accuracy: 0.8657
Epoch 266/500
225/225 [==============================] - 0s 863us/step - loss: 0.3326 - accuracy: 0.8632
Epoch 267/500
225/225 [==============================] - 0s 821us/step - loss: 0.3330 - accuracy: 0.8632
Epoch 268/500
225/225 [==============================] - 0s 814us/step - loss: 0.3331 - accuracy: 0.8635
Epoch 269/500
225/225 [==============================] - 0s 795us/step - loss: 0.3331 - accuracy: 0.8635
Epoch 270/500
225/225 [==============================] - 0s 813us/step - loss: 0.3333 - accuracy: 0.8646
Epoch 271/500
225/225 [==============================] - 0s 865us/step - loss: 0.3330 - accuracy: 0.8653
Epoch 272/500
225/225 [==============================] - 0s 823us/step - loss: 0.3328 - accuracy: 0.8644
Epoch 273/500
225/225 [==============================] - 0s 790us/step - loss: 0.3331 - accuracy: 0.8640
Epoch 274/500
225/225 [==============================] - 0s 805us/step - loss: 0.3327 - accuracy: 0.8649
Epoch 275/500
225/225 [==============================] - 0s 849us/step - loss: 0.3328 - accuracy: 0.8646
Epoch 276/500
225/225 [==============================] - 0s 813us/step - loss: 0.3327 - accuracy: 0.8635
Epoch 277/500
225/225 [==============================] - 0s 793us/step - loss: 0.3327 - accuracy: 0.8642
Epoch 278/500
225/225 [==============================] - 0s 845us/step - loss: 0.3326 - accuracy: 0.8640
Epoch 279/500
225/225 [==============================] - 0s 810us/step - loss: 0.3325 - accuracy: 0.8639
Epoch 280/500
225/225 [==============================] - 0s 823us/step - loss: 0.3327 - accuracy: 0.8633
Epoch 281/500
225/225 [==============================] - 0s 797us/step - loss: 0.3327 - accuracy: 0.8646
Epoch 282/500
225/225 [==============================] - 0s 808us/step - loss: 0.3325 - accuracy: 0.8635
Epoch 283/500
225/225 [==============================] - 0s 877us/step - loss: 0.3327 - accuracy: 0.8640
Epoch 284/500
225/225 [==============================] - 0s 826us/step - loss: 0.3330 - accuracy: 0.8635
Epoch 285/500
225/225 [==============================] - 0s 792us/step - loss: 0.3329 - accuracy: 0.8644
Epoch 286/500
225/225 [==============================] - 0s 822us/step - loss: 0.3330 - accuracy: 0.8639
Epoch 287/500
225/225 [==============================] - 0s 848us/step - loss: 0.3330 - accuracy: 0.8624
Epoch 288/500
225/225 [==============================] - 0s 815us/step - loss: 0.3325 - accuracy: 0.8639
Epoch 289/500
225/225 [==============================] - 0s 799us/step - loss: 0.3328 - accuracy: 0.8656
Epoch 290/500
225/225 [==============================] - 0s 810us/step - loss: 0.3329 - accuracy: 0.8649
Epoch 291/500
225/225 [==============================] - 0s 821us/step - loss: 0.3332 - accuracy: 0.8646
Epoch 292/500
225/225 [==============================] - 0s 806us/step - loss: 0.3330 - accuracy: 0.8624
Epoch 293/500
225/225 [==============================] - 0s 835us/step - loss: 0.3324 - accuracy: 0.8644
Epoch 294/500
225/225 [==============================] - 0s 818us/step - loss: 0.3327 - accuracy: 0.8642
Epoch 295/500
225/225 [==============================] - 0s 819us/step - loss: 0.3333 - accuracy: 0.8632
Epoch 296/500
225/225 [==============================] - 0s 799us/step - loss: 0.3330 - accuracy: 0.8629
Epoch 297/500
225/225 [==============================] - 0s 810us/step - loss: 0.3326 - accuracy: 0.8625
Epoch 298/500
225/225 [==============================] - 0s 838us/step - loss: 0.3327 - accuracy: 0.8626
Epoch 299/500
225/225 [==============================] - 0s 824us/step - loss: 0.3327 - accuracy: 0.8653
Epoch 300/500
225/225 [==============================] - 0s 799us/step - loss: 0.3327 - accuracy: 0.8636
Epoch 301/500
225/225 [==============================] - 0s 819us/step - loss: 0.3324 - accuracy: 0.8664
Epoch 302/500
225/225 [==============================] - 0s 824us/step - loss: 0.3325 - accuracy: 0.8657
Epoch 303/500
225/225 [==============================] - 0s 851us/step - loss: 0.3326 - accuracy: 0.8644
Epoch 304/500
225/225 [==============================] - 0s 800us/step - loss: 0.3327 - accuracy: 0.8635
Epoch 305/500
225/225 [==============================] - 0s 821us/step - loss: 0.3328 - accuracy: 0.8653
Epoch 306/500
225/225 [==============================] - 0s 812us/step - loss: 0.3322 - accuracy: 0.8643
Epoch 307/500
225/225 [==============================] - 0s 820us/step - loss: 0.3326 - accuracy: 0.8629
Epoch 308/500
225/225 [==============================] - 0s 800us/step - loss: 0.3328 - accuracy: 0.8642
Epoch 309/500
225/225 [==============================] - 0s 850us/step - loss: 0.3326 - accuracy: 0.8625
Epoch 310/500
225/225 [==============================] - 0s 837us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 311/500
225/225 [==============================] - 0s 806us/step - loss: 0.3325 - accuracy: 0.8626
Epoch 312/500
225/225 [==============================] - 0s 792us/step - loss: 0.3321 - accuracy: 0.8643
Epoch 313/500
225/225 [==============================] - 0s 822us/step - loss: 0.3327 - accuracy: 0.8639
Epoch 314/500
225/225 [==============================] - 0s 845us/step - loss: 0.3323 - accuracy: 0.8640
Epoch 315/500
225/225 [==============================] - 0s 810us/step - loss: 0.3326 - accuracy: 0.8643
Epoch 316/500
225/225 [==============================] - 0s 803us/step - loss: 0.3325 - accuracy: 0.8644
Epoch 317/500
225/225 [==============================] - 0s 810us/step - loss: 0.3326 - accuracy: 0.8631
Epoch 318/500
225/225 [==============================] - 0s 817us/step - loss: 0.3325 - accuracy: 0.8621
Epoch 319/500
225/225 [==============================] - 0s 838us/step - loss: 0.3327 - accuracy: 0.8640
Epoch 320/500
225/225 [==============================] - 0s 801us/step - loss: 0.3326 - accuracy: 0.8654
Epoch 321/500
225/225 [==============================] - 0s 818us/step - loss: 0.3323 - accuracy: 0.8656
Epoch 322/500
225/225 [==============================] - 0s 810us/step - loss: 0.3329 - accuracy: 0.8636
Epoch 323/500
225/225 [==============================] - 0s 813us/step - loss: 0.3326 - accuracy: 0.8642
Epoch 324/500
225/225 [==============================] - 0s 798us/step - loss: 0.3326 - accuracy: 0.8640
Epoch 325/500
225/225 [==============================] - 0s 849us/step - loss: 0.3324 - accuracy: 0.8643
Epoch 326/500
225/225 [==============================] - 0s 829us/step - loss: 0.3330 - accuracy: 0.8633
Epoch 327/500
225/225 [==============================] - 0s 808us/step - loss: 0.3327 - accuracy: 0.8626
Epoch 328/500
225/225 [==============================] - 0s 798us/step - loss: 0.3327 - accuracy: 0.8625
Epoch 329/500
225/225 [==============================] - 0s 831us/step - loss: 0.3326 - accuracy: 0.8650
Epoch 330/500
225/225 [==============================] - 0s 830us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 331/500
225/225 [==============================] - 0s 838us/step - loss: 0.3327 - accuracy: 0.8651
Epoch 332/500
225/225 [==============================] - 0s 817us/step - loss: 0.3327 - accuracy: 0.8644
Epoch 333/500
225/225 [==============================] - 0s 816us/step - loss: 0.3324 - accuracy: 0.8637
Epoch 334/500
225/225 [==============================] - 0s 812us/step - loss: 0.3325 - accuracy: 0.8628
Epoch 335/500
225/225 [==============================] - 0s 843us/step - loss: 0.3325 - accuracy: 0.8633
Epoch 336/500
225/225 [==============================] - 0s 796us/step - loss: 0.3327 - accuracy: 0.8636
Epoch 337/500
225/225 [==============================] - 0s 816us/step - loss: 0.3325 - accuracy: 0.8646
Epoch 338/500
225/225 [==============================] - 0s 818us/step - loss: 0.3326 - accuracy: 0.8637
Epoch 339/500
225/225 [==============================] - 0s 795us/step - loss: 0.3319 - accuracy: 0.8633
Epoch 340/500
225/225 [==============================] - 0s 863us/step - loss: 0.3327 - accuracy: 0.8637
Epoch 341/500
225/225 [==============================] - 0s 815us/step - loss: 0.3324 - accuracy: 0.8639
Epoch 342/500
225/225 [==============================] - 0s 808us/step - loss: 0.3323 - accuracy: 0.8626
Epoch 343/500
225/225 [==============================] - 0s 798us/step - loss: 0.3329 - accuracy: 0.8632
Epoch 344/500
225/225 [==============================] - 0s 813us/step - loss: 0.3327 - accuracy: 0.8635
Epoch 345/500
225/225 [==============================] - 0s 825us/step - loss: 0.3322 - accuracy: 0.8636
Epoch 346/500
225/225 [==============================] - 0s 926us/step - loss: 0.3325 - accuracy: 0.8646
Epoch 347/500
225/225 [==============================] - 0s 858us/step - loss: 0.3324 - accuracy: 0.8639
Epoch 348/500
225/225 [==============================] - 0s 802us/step - loss: 0.3328 - accuracy: 0.8622
Epoch 349/500
225/225 [==============================] - 0s 802us/step - loss: 0.3325 - accuracy: 0.8640
Epoch 350/500
225/225 [==============================] - 0s 938us/step - loss: 0.3323 - accuracy: 0.8640
Epoch 351/500
225/225 [==============================] - 0s 819us/step - loss: 0.3323 - accuracy: 0.8629
Epoch 352/500
225/225 [==============================] - 0s 807us/step - loss: 0.3323 - accuracy: 0.8640
Epoch 353/500
225/225 [==============================] - 0s 818us/step - loss: 0.3326 - accuracy: 0.8647
Epoch 354/500
225/225 [==============================] - 0s 822us/step - loss: 0.3323 - accuracy: 0.8658
Epoch 355/500
225/225 [==============================] - 0s 804us/step - loss: 0.3328 - accuracy: 0.8632
Epoch 356/500
225/225 [==============================] - 0s 881us/step - loss: 0.3320 - accuracy: 0.8639
Epoch 357/500
225/225 [==============================] - 0s 927us/step - loss: 0.3326 - accuracy: 0.8633
Epoch 358/500
225/225 [==============================] - 0s 816us/step - loss: 0.3325 - accuracy: 0.8642
Epoch 359/500
225/225 [==============================] - 0s 798us/step - loss: 0.3328 - accuracy: 0.8637
Epoch 360/500
225/225 [==============================] - 0s 798us/step - loss: 0.3326 - accuracy: 0.8646
Epoch 361/500
225/225 [==============================] - 0s 814us/step - loss: 0.3323 - accuracy: 0.8649
Epoch 362/500
225/225 [==============================] - 0s 829us/step - loss: 0.3321 - accuracy: 0.8637
Epoch 363/500
225/225 [==============================] - 0s 827us/step - loss: 0.3325 - accuracy: 0.8644
Epoch 364/500
225/225 [==============================] - 0s 810us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 365/500
225/225 [==============================] - 0s 886us/step - loss: 0.3325 - accuracy: 0.8631
Epoch 366/500
225/225 [==============================] - 0s 826us/step - loss: 0.3322 - accuracy: 0.8650
Epoch 367/500
225/225 [==============================] - 0s 852us/step - loss: 0.3324 - accuracy: 0.8628
Epoch 368/500
225/225 [==============================] - 0s 796us/step - loss: 0.3325 - accuracy: 0.8629
Epoch 369/500
225/225 [==============================] - 0s 833us/step - loss: 0.3322 - accuracy: 0.8632
Epoch 370/500
225/225 [==============================] - 0s 826us/step - loss: 0.3324 - accuracy: 0.8649
Epoch 371/500
225/225 [==============================] - 0s 814us/step - loss: 0.3323 - accuracy: 0.8632
Epoch 372/500
225/225 [==============================] - 0s 831us/step - loss: 0.3317 - accuracy: 0.8626
Epoch 373/500
225/225 [==============================] - 0s 810us/step - loss: 0.3320 - accuracy: 0.8642
Epoch 374/500
225/225 [==============================] - 0s 813us/step - loss: 0.3325 - accuracy: 0.8636
Epoch 375/500
225/225 [==============================] - 0s 812us/step - loss: 0.3321 - accuracy: 0.8637
Epoch 376/500
225/225 [==============================] - 0s 790us/step - loss: 0.3328 - accuracy: 0.8632
Epoch 377/500
225/225 [==============================] - 0s 810us/step - loss: 0.3325 - accuracy: 0.8636
Epoch 378/500
225/225 [==============================] - 0s 832us/step - loss: 0.3325 - accuracy: 0.8640
Epoch 379/500
225/225 [==============================] - 0s 792us/step - loss: 0.3326 - accuracy: 0.8639
Epoch 380/500
225/225 [==============================] - 0s 813us/step - loss: 0.3323 - accuracy: 0.8629
Epoch 381/500
225/225 [==============================] - 0s 856us/step - loss: 0.3319 - accuracy: 0.8654
Epoch 382/500
225/225 [==============================] - 0s 814us/step - loss: 0.3324 - accuracy: 0.8626
Epoch 383/500
225/225 [==============================] - 0s 810us/step - loss: 0.3318 - accuracy: 0.8637
Epoch 384/500
225/225 [==============================] - 0s 830us/step - loss: 0.3323 - accuracy: 0.8636
Epoch 385/500
225/225 [==============================] - 0s 811us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 386/500
225/225 [==============================] - 0s 807us/step - loss: 0.3322 - accuracy: 0.8633
Epoch 387/500
225/225 [==============================] - 0s 795us/step - loss: 0.3322 - accuracy: 0.8618
Epoch 388/500
225/225 [==============================] - 0s 810us/step - loss: 0.3325 - accuracy: 0.8653
Epoch 389/500
225/225 [==============================] - 0s 856us/step - loss: 0.3323 - accuracy: 0.8624
Epoch 390/500
225/225 [==============================] - 0s 816us/step - loss: 0.3323 - accuracy: 0.8622
Epoch 391/500
225/225 [==============================] - 0s 804us/step - loss: 0.3323 - accuracy: 0.8625
Epoch 392/500
225/225 [==============================] - 0s 818us/step - loss: 0.3319 - accuracy: 0.8646
Epoch 393/500
225/225 [==============================] - 0s 852us/step - loss: 0.3320 - accuracy: 0.8644
Epoch 394/500
225/225 [==============================] - 0s 813us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 395/500
225/225 [==============================] - 0s 792us/step - loss: 0.3322 - accuracy: 0.8647
Epoch 396/500
225/225 [==============================] - 0s 853us/step - loss: 0.3324 - accuracy: 0.8657
Epoch 397/500
225/225 [==============================] - 0s 811us/step - loss: 0.3319 - accuracy: 0.8640
Epoch 398/500
225/225 [==============================] - 0s 811us/step - loss: 0.3326 - accuracy: 0.8639
Epoch 399/500
225/225 [==============================] - 0s 869us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 400/500
225/225 [==============================] - 0s 813us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 401/500
225/225 [==============================] - 0s 809us/step - loss: 0.3326 - accuracy: 0.8632
Epoch 402/500
225/225 [==============================] - 0s 810us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 403/500
225/225 [==============================] - 0s 810us/step - loss: 0.3327 - accuracy: 0.8647
Epoch 404/500
225/225 [==============================] - 0s 836us/step - loss: 0.3322 - accuracy: 0.8639
Epoch 405/500
225/225 [==============================] - 0s 808us/step - loss: 0.3324 - accuracy: 0.8635
Epoch 406/500
225/225 [==============================] - 0s 814us/step - loss: 0.3320 - accuracy: 0.8643
Epoch 407/500
225/225 [==============================] - 0s 803us/step - loss: 0.3324 - accuracy: 0.8639
Epoch 408/500
225/225 [==============================] - 0s 815us/step - loss: 0.3322 - accuracy: 0.8657
Epoch 409/500
225/225 [==============================] - 0s 811us/step - loss: 0.3319 - accuracy: 0.8633
Epoch 410/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3324 - accuracy: 0.8658
Epoch 411/500
225/225 [==============================] - 0s 809us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 412/500
225/225 [==============================] - 0s 829us/step - loss: 0.3321 - accuracy: 0.8640
Epoch 413/500
225/225 [==============================] - 0s 810us/step - loss: 0.3317 - accuracy: 0.8642
Epoch 414/500
225/225 [==============================] - 0s 828us/step - loss: 0.3321 - accuracy: 0.8646
Epoch 415/500
225/225 [==============================] - 0s 862us/step - loss: 0.3319 - accuracy: 0.8639
Epoch 416/500
225/225 [==============================] - 0s 823us/step - loss: 0.3324 - accuracy: 0.8644
Epoch 417/500
225/225 [==============================] - 0s 807us/step - loss: 0.3317 - accuracy: 0.8639
Epoch 418/500
225/225 [==============================] - 0s 807us/step - loss: 0.3317 - accuracy: 0.8643
Epoch 419/500
225/225 [==============================] - 0s 809us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 420/500
225/225 [==============================] - 0s 833us/step - loss: 0.3322 - accuracy: 0.8642
Epoch 421/500
225/225 [==============================] - 0s 807us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 422/500
225/225 [==============================] - 0s 813us/step - loss: 0.3319 - accuracy: 0.8639
Epoch 423/500
225/225 [==============================] - 0s 818us/step - loss: 0.3322 - accuracy: 0.8635
Epoch 424/500
225/225 [==============================] - 0s 798us/step - loss: 0.3321 - accuracy: 0.8642
Epoch 425/500
225/225 [==============================] - 0s 815us/step - loss: 0.3317 - accuracy: 0.8640
Epoch 426/500
225/225 [==============================] - 0s 832us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 427/500
225/225 [==============================] - 0s 812us/step - loss: 0.3321 - accuracy: 0.8643
Epoch 428/500
225/225 [==============================] - 0s 798us/step - loss: 0.3319 - accuracy: 0.8624
Epoch 429/500
225/225 [==============================] - 0s 869us/step - loss: 0.3320 - accuracy: 0.8636
Epoch 430/500
225/225 [==============================] - 0s 889us/step - loss: 0.3324 - accuracy: 0.8626
Epoch 431/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3322 - accuracy: 0.8639
Epoch 432/500
225/225 [==============================] - 0s 886us/step - loss: 0.3322 - accuracy: 0.8640
Epoch 433/500
225/225 [==============================] - 0s 883us/step - loss: 0.3323 - accuracy: 0.8651
Epoch 434/500
225/225 [==============================] - 0s 915us/step - loss: 0.3319 - accuracy: 0.8633
Epoch 435/500
225/225 [==============================] - 0s 882us/step - loss: 0.3324 - accuracy: 0.8635
Epoch 436/500
225/225 [==============================] - 0s 925us/step - loss: 0.3319 - accuracy: 0.86290s - loss: 0.3344 - accuracy:
Epoch 437/500
225/225 [==============================] - 0s 913us/step - loss: 0.3315 - accuracy: 0.8637
Epoch 438/500
225/225 [==============================] - 0s 884us/step - loss: 0.3323 - accuracy: 0.8642
Epoch 439/500
225/225 [==============================] - 0s 894us/step - loss: 0.3322 - accuracy: 0.8658
Epoch 440/500
225/225 [==============================] - 0s 876us/step - loss: 0.3320 - accuracy: 0.8628
Epoch 441/500
225/225 [==============================] - 0s 821us/step - loss: 0.3323 - accuracy: 0.8649
Epoch 442/500
225/225 [==============================] - 0s 803us/step - loss: 0.3322 - accuracy: 0.8640
Epoch 443/500
225/225 [==============================] - 0s 811us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 444/500
225/225 [==============================] - 0s 808us/step - loss: 0.3322 - accuracy: 0.8651
Epoch 445/500
225/225 [==============================] - 0s 807us/step - loss: 0.3321 - accuracy: 0.8651
Epoch 446/500
225/225 [==============================] - 0s 826us/step - loss: 0.3319 - accuracy: 0.8640
Epoch 447/500
225/225 [==============================] - 0s 816us/step - loss: 0.3323 - accuracy: 0.8631
Epoch 448/500
225/225 [==============================] - 0s 807us/step - loss: 0.3323 - accuracy: 0.8647
Epoch 449/500
225/225 [==============================] - 0s 817us/step - loss: 0.3320 - accuracy: 0.8653
Epoch 450/500
225/225 [==============================] - 0s 814us/step - loss: 0.3322 - accuracy: 0.8644
Epoch 451/500
225/225 [==============================] - 0s 855us/step - loss: 0.3323 - accuracy: 0.8665
Epoch 452/500
225/225 [==============================] - 0s 821us/step - loss: 0.3320 - accuracy: 0.8631
Epoch 453/500
225/225 [==============================] - 0s 808us/step - loss: 0.3320 - accuracy: 0.8644
Epoch 454/500
225/225 [==============================] - 0s 817us/step - loss: 0.3323 - accuracy: 0.8650
Epoch 455/500
225/225 [==============================] - 0s 797us/step - loss: 0.3320 - accuracy: 0.8625
Epoch 456/500
225/225 [==============================] - 0s 811us/step - loss: 0.3322 - accuracy: 0.8647
Epoch 457/500
225/225 [==============================] - 0s 842us/step - loss: 0.3322 - accuracy: 0.8650
Epoch 458/500
225/225 [==============================] - 0s 809us/step - loss: 0.3318 - accuracy: 0.8628
Epoch 459/500
225/225 [==============================] - 0s 797us/step - loss: 0.3317 - accuracy: 0.8642
Epoch 460/500
225/225 [==============================] - 0s 830us/step - loss: 0.3318 - accuracy: 0.8656
Epoch 461/500
225/225 [==============================] - 0s 806us/step - loss: 0.3322 - accuracy: 0.8635
Epoch 462/500
225/225 [==============================] - 0s 849us/step - loss: 0.3323 - accuracy: 0.8637
Epoch 463/500
225/225 [==============================] - 0s 802us/step - loss: 0.3317 - accuracy: 0.8639
Epoch 464/500
225/225 [==============================] - 0s 809us/step - loss: 0.3321 - accuracy: 0.8657
Epoch 465/500
225/225 [==============================] - 0s 811us/step - loss: 0.3318 - accuracy: 0.8649
Epoch 466/500
225/225 [==============================] - 0s 795us/step - loss: 0.3319 - accuracy: 0.8660
Epoch 467/500
225/225 [==============================] - 0s 852us/step - loss: 0.3316 - accuracy: 0.8639
Epoch 468/500
225/225 [==============================] - 0s 836us/step - loss: 0.3322 - accuracy: 0.8639
Epoch 469/500
225/225 [==============================] - 0s 819us/step - loss: 0.3319 - accuracy: 0.8637
Epoch 470/500
225/225 [==============================] - 0s 805us/step - loss: 0.3322 - accuracy: 0.8654
Epoch 471/500
225/225 [==============================] - 0s 816us/step - loss: 0.3318 - accuracy: 0.8653
Epoch 472/500
225/225 [==============================] - 0s 805us/step - loss: 0.3320 - accuracy: 0.8647
Epoch 473/500
225/225 [==============================] - 0s 839us/step - loss: 0.3321 - accuracy: 0.8635
Epoch 474/500
225/225 [==============================] - 0s 794us/step - loss: 0.3320 - accuracy: 0.8639
Epoch 475/500
225/225 [==============================] - 0s 808us/step - loss: 0.3323 - accuracy: 0.8651
Epoch 476/500
225/225 [==============================] - 0s 817us/step - loss: 0.3322 - accuracy: 0.8653
Epoch 477/500
225/225 [==============================] - 0s 809us/step - loss: 0.3325 - accuracy: 0.8626
Epoch 478/500
225/225 [==============================] - 0s 841us/step - loss: 0.3323 - accuracy: 0.8636
Epoch 479/500
225/225 [==============================] - 0s 821us/step - loss: 0.3317 - accuracy: 0.8643
Epoch 480/500
225/225 [==============================] - 0s 806us/step - loss: 0.3321 - accuracy: 0.8637
Epoch 481/500
225/225 [==============================] - 0s 823us/step - loss: 0.3321 - accuracy: 0.8651
Epoch 482/500
225/225 [==============================] - 0s 797us/step - loss: 0.3321 - accuracy: 0.8649
Epoch 483/500
225/225 [==============================] - 0s 837us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 484/500
225/225 [==============================] - 0s 834us/step - loss: 0.3323 - accuracy: 0.8639
Epoch 485/500
225/225 [==============================] - 0s 863us/step - loss: 0.3318 - accuracy: 0.8644
Epoch 486/500
225/225 [==============================] - 0s 870us/step - loss: 0.3318 - accuracy: 0.8649
Epoch 487/500
225/225 [==============================] - 0s 997us/step - loss: 0.3319 - accuracy: 0.8644
Epoch 488/500
225/225 [==============================] - 0s 917us/step - loss: 0.3320 - accuracy: 0.8629
Epoch 489/500
225/225 [==============================] - 0s 860us/step - loss: 0.3322 - accuracy: 0.8636
Epoch 490/500
225/225 [==============================] - 0s 847us/step - loss: 0.3319 - accuracy: 0.8643
Epoch 491/500
225/225 [==============================] - 0s 884us/step - loss: 0.3323 - accuracy: 0.8642
Epoch 492/500
225/225 [==============================] - 0s 851us/step - loss: 0.3319 - accuracy: 0.8624
Epoch 493/500
225/225 [==============================] - 0s 918us/step - loss: 0.3318 - accuracy: 0.8657
Epoch 494/500
225/225 [==============================] - 0s 855us/step - loss: 0.3318 - accuracy: 0.8631
Epoch 495/500
225/225 [==============================] - 0s 817us/step - loss: 0.3325 - accuracy: 0.8631
Epoch 496/500
225/225 [==============================] - 0s 803us/step - loss: 0.3315 - accuracy: 0.8660
Epoch 497/500
225/225 [==============================] - 0s 830us/step - loss: 0.3322 - accuracy: 0.8646
Epoch 498/500
225/225 [==============================] - 0s 928us/step - loss: 0.3322 - accuracy: 0.8651
Epoch 499/500
225/225 [==============================] - 0s 846us/step - loss: 0.3318 - accuracy: 0.8653
Epoch 500/500
225/225 [==============================] - 0s 803us/step - loss: 0.3322 - accuracy: 0.8632
Epoch 1/500
225/225 [==============================] - 0s 858us/step - loss: 0.6491 - accuracy: 0.7953
Epoch 2/500
225/225 [==============================] - 0s 864us/step - loss: 0.5323 - accuracy: 0.7986
Epoch 3/500
225/225 [==============================] - 0s 857us/step - loss: 0.4531 - accuracy: 0.7986
Epoch 4/500
225/225 [==============================] - 0s 935us/step - loss: 0.4362 - accuracy: 0.7986
Epoch 5/500
225/225 [==============================] - 0s 851us/step - loss: 0.4307 - accuracy: 0.7986
Epoch 6/500
225/225 [==============================] - 0s 854us/step - loss: 0.4278 - accuracy: 0.7986
Epoch 7/500
225/225 [==============================] - 0s 977us/step - loss: 0.4253 - accuracy: 0.7986
Epoch 8/500
225/225 [==============================] - 0s 856us/step - loss: 0.4231 - accuracy: 0.7986
Epoch 9/500
225/225 [==============================] - 0s 864us/step - loss: 0.4212 - accuracy: 0.7986
Epoch 10/500
225/225 [==============================] - 0s 836us/step - loss: 0.4192 - accuracy: 0.7986
Epoch 11/500
225/225 [==============================] - 0s 866us/step - loss: 0.4169 - accuracy: 0.7986
Epoch 12/500
225/225 [==============================] - 0s 862us/step - loss: 0.4146 - accuracy: 0.7986
Epoch 13/500
225/225 [==============================] - 0s 850us/step - loss: 0.4121 - accuracy: 0.7986
Epoch 14/500
225/225 [==============================] - 0s 849us/step - loss: 0.4092 - accuracy: 0.8119
Epoch 15/500
225/225 [==============================] - 0s 846us/step - loss: 0.4057 - accuracy: 0.8264
Epoch 16/500
225/225 [==============================] - 0s 917us/step - loss: 0.4019 - accuracy: 0.8289
Epoch 17/500
225/225 [==============================] - 0s 881us/step - loss: 0.3986 - accuracy: 0.8301
Epoch 18/500
225/225 [==============================] - 0s 855us/step - loss: 0.3948 - accuracy: 0.8321
Epoch 19/500
225/225 [==============================] - 0s 851us/step - loss: 0.3914 - accuracy: 0.8321
Epoch 20/500
225/225 [==============================] - 0s 838us/step - loss: 0.3883 - accuracy: 0.8318
Epoch 21/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3853 - accuracy: 0.8371
Epoch 22/500
225/225 [==============================] - 0s 804us/step - loss: 0.3828 - accuracy: 0.8428
Epoch 23/500
225/225 [==============================] - 0s 814us/step - loss: 0.3803 - accuracy: 0.8433
Epoch 24/500
225/225 [==============================] - 0s 790us/step - loss: 0.3778 - accuracy: 0.8465
Epoch 25/500
225/225 [==============================] - 0s 935us/step - loss: 0.3757 - accuracy: 0.8469
Epoch 26/500
225/225 [==============================] - 0s 912us/step - loss: 0.3739 - accuracy: 0.8449
Epoch 27/500
225/225 [==============================] - 0s 825us/step - loss: 0.3721 - accuracy: 0.8486
Epoch 28/500
225/225 [==============================] - 0s 809us/step - loss: 0.3705 - accuracy: 0.8504
Epoch 29/500
225/225 [==============================] - 0s 794us/step - loss: 0.3693 - accuracy: 0.8503
Epoch 30/500
225/225 [==============================] - 0s 906us/step - loss: 0.3675 - accuracy: 0.8506
Epoch 31/500
225/225 [==============================] - 0s 806us/step - loss: 0.3667 - accuracy: 0.8518
Epoch 32/500
225/225 [==============================] - 0s 810us/step - loss: 0.3655 - accuracy: 0.8514
Epoch 33/500
225/225 [==============================] - 0s 888us/step - loss: 0.3639 - accuracy: 0.8537
Epoch 34/500
225/225 [==============================] - 0s 885us/step - loss: 0.3634 - accuracy: 0.8536
Epoch 35/500
225/225 [==============================] - 0s 807us/step - loss: 0.3623 - accuracy: 0.8543
Epoch 36/500
225/225 [==============================] - 0s 789us/step - loss: 0.3610 - accuracy: 0.8539
Epoch 37/500
225/225 [==============================] - 0s 924us/step - loss: 0.3603 - accuracy: 0.85540s - loss: 0.3595 - accuracy: 0.85
Epoch 38/500
225/225 [==============================] - 0s 815us/step - loss: 0.3597 - accuracy: 0.8562
Epoch 39/500
225/225 [==============================] - 0s 801us/step - loss: 0.3588 - accuracy: 0.8565
Epoch 40/500
225/225 [==============================] - 0s 819us/step - loss: 0.3579 - accuracy: 0.8571
Epoch 41/500
225/225 [==============================] - 0s 812us/step - loss: 0.3574 - accuracy: 0.8562
Epoch 42/500
225/225 [==============================] - 0s 798us/step - loss: 0.3569 - accuracy: 0.8560
Epoch 43/500
225/225 [==============================] - 0s 816us/step - loss: 0.3563 - accuracy: 0.8561
Epoch 44/500
225/225 [==============================] - 0s 824us/step - loss: 0.3561 - accuracy: 0.8568
Epoch 45/500
225/225 [==============================] - 0s 799us/step - loss: 0.3553 - accuracy: 0.8592
Epoch 46/500
225/225 [==============================] - 0s 815us/step - loss: 0.3546 - accuracy: 0.8575
Epoch 47/500
225/225 [==============================] - 0s 835us/step - loss: 0.3547 - accuracy: 0.8568
Epoch 48/500
225/225 [==============================] - 0s 802us/step - loss: 0.3542 - accuracy: 0.8590
Epoch 49/500
225/225 [==============================] - 0s 932us/step - loss: 0.3538 - accuracy: 0.8578
Epoch 50/500
225/225 [==============================] - 0s 845us/step - loss: 0.3537 - accuracy: 0.8586
Epoch 51/500
225/225 [==============================] - 0s 846us/step - loss: 0.3527 - accuracy: 0.8585
Epoch 52/500
225/225 [==============================] - 0s 821us/step - loss: 0.3527 - accuracy: 0.8596
Epoch 53/500
225/225 [==============================] - 0s 793us/step - loss: 0.3525 - accuracy: 0.8589
Epoch 54/500
225/225 [==============================] - 0s 797us/step - loss: 0.3521 - accuracy: 0.8603
Epoch 55/500
225/225 [==============================] - 0s 818us/step - loss: 0.3519 - accuracy: 0.8596
Epoch 56/500
225/225 [==============================] - 0s 813us/step - loss: 0.3520 - accuracy: 0.8594
Epoch 57/500
225/225 [==============================] - 0s 807us/step - loss: 0.3517 - accuracy: 0.8596
Epoch 58/500
225/225 [==============================] - 0s 825us/step - loss: 0.3513 - accuracy: 0.8604
Epoch 59/500
225/225 [==============================] - 0s 823us/step - loss: 0.3508 - accuracy: 0.8608
Epoch 60/500
225/225 [==============================] - 0s 806us/step - loss: 0.3507 - accuracy: 0.8601
Epoch 61/500
225/225 [==============================] - 0s 798us/step - loss: 0.3501 - accuracy: 0.8579
Epoch 62/500
225/225 [==============================] - 0s 805us/step - loss: 0.3504 - accuracy: 0.8608
Epoch 63/500
225/225 [==============================] - 0s 828us/step - loss: 0.3500 - accuracy: 0.8604
Epoch 64/500
225/225 [==============================] - 0s 802us/step - loss: 0.3498 - accuracy: 0.8596
Epoch 65/500
225/225 [==============================] - 0s 822us/step - loss: 0.3497 - accuracy: 0.8603
Epoch 66/500
225/225 [==============================] - 0s 798us/step - loss: 0.3494 - accuracy: 0.8581
Epoch 67/500
225/225 [==============================] - 0s 807us/step - loss: 0.3491 - accuracy: 0.8608
Epoch 68/500
225/225 [==============================] - 0s 798us/step - loss: 0.3486 - accuracy: 0.8628
Epoch 69/500
225/225 [==============================] - 0s 826us/step - loss: 0.3489 - accuracy: 0.8596
Epoch 70/500
225/225 [==============================] - 0s 809us/step - loss: 0.3487 - accuracy: 0.8604
Epoch 71/500
225/225 [==============================] - 0s 799us/step - loss: 0.3485 - accuracy: 0.8628
Epoch 72/500
225/225 [==============================] - 0s 801us/step - loss: 0.3480 - accuracy: 0.8624
Epoch 73/500
225/225 [==============================] - 0s 802us/step - loss: 0.3480 - accuracy: 0.8600
Epoch 74/500
225/225 [==============================] - 0s 823us/step - loss: 0.3485 - accuracy: 0.8619
Epoch 75/500
225/225 [==============================] - 0s 799us/step - loss: 0.3482 - accuracy: 0.8601
Epoch 76/500
225/225 [==============================] - 0s 808us/step - loss: 0.3481 - accuracy: 0.8608
Epoch 77/500
225/225 [==============================] - 0s 809us/step - loss: 0.3477 - accuracy: 0.8612
Epoch 78/500
225/225 [==============================] - 0s 801us/step - loss: 0.3477 - accuracy: 0.8607
Epoch 79/500
225/225 [==============================] - 0s 816us/step - loss: 0.3476 - accuracy: 0.8617
Epoch 80/500
225/225 [==============================] - 0s 800us/step - loss: 0.3473 - accuracy: 0.8617
Epoch 81/500
225/225 [==============================] - 0s 819us/step - loss: 0.3472 - accuracy: 0.8606
Epoch 82/500
225/225 [==============================] - 0s 804us/step - loss: 0.3469 - accuracy: 0.8608
Epoch 83/500
225/225 [==============================] - 0s 801us/step - loss: 0.3475 - accuracy: 0.8625
Epoch 84/500
225/225 [==============================] - 0s 806us/step - loss: 0.3470 - accuracy: 0.8628
Epoch 85/500
225/225 [==============================] - 0s 854us/step - loss: 0.3467 - accuracy: 0.8615
Epoch 86/500
225/225 [==============================] - 0s 805us/step - loss: 0.3470 - accuracy: 0.8615
Epoch 87/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3468 - accuracy: 0.8622
Epoch 88/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3466 - accuracy: 0.8601
Epoch 89/500
225/225 [==============================] - 0s 812us/step - loss: 0.3469 - accuracy: 0.8614
Epoch 90/500
225/225 [==============================] - 0s 809us/step - loss: 0.3461 - accuracy: 0.8612
Epoch 91/500
225/225 [==============================] - 0s 829us/step - loss: 0.3467 - accuracy: 0.8615
Epoch 92/500
225/225 [==============================] - 0s 823us/step - loss: 0.3465 - accuracy: 0.8622
Epoch 93/500
225/225 [==============================] - 0s 802us/step - loss: 0.3462 - accuracy: 0.8608
Epoch 94/500
225/225 [==============================] - 0s 807us/step - loss: 0.3457 - accuracy: 0.8635
Epoch 95/500
225/225 [==============================] - 0s 798us/step - loss: 0.3464 - accuracy: 0.8608
Epoch 96/500
225/225 [==============================] - 0s 838us/step - loss: 0.3459 - accuracy: 0.8619
Epoch 97/500
225/225 [==============================] - 0s 931us/step - loss: 0.3461 - accuracy: 0.8606
Epoch 98/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3457 - accuracy: 0.8628
Epoch 99/500
225/225 [==============================] - 0s 851us/step - loss: 0.3460 - accuracy: 0.8643
Epoch 100/500
225/225 [==============================] - 0s 834us/step - loss: 0.3459 - accuracy: 0.8632
Epoch 101/500
225/225 [==============================] - 0s 822us/step - loss: 0.3455 - accuracy: 0.8622
Epoch 102/500
225/225 [==============================] - 0s 833us/step - loss: 0.3462 - accuracy: 0.8619
Epoch 103/500
225/225 [==============================] - 0s 809us/step - loss: 0.3458 - accuracy: 0.8621
Epoch 104/500
225/225 [==============================] - 0s 822us/step - loss: 0.3448 - accuracy: 0.8593
Epoch 105/500
225/225 [==============================] - 0s 812us/step - loss: 0.3456 - accuracy: 0.8618
Epoch 106/500
225/225 [==============================] - 0s 840us/step - loss: 0.3459 - accuracy: 0.8617
Epoch 107/500
225/225 [==============================] - 0s 809us/step - loss: 0.3451 - accuracy: 0.8610
Epoch 108/500
225/225 [==============================] - 0s 814us/step - loss: 0.3452 - accuracy: 0.8622
Epoch 109/500
225/225 [==============================] - 0s 812us/step - loss: 0.3456 - accuracy: 0.8622
Epoch 110/500
225/225 [==============================] - 0s 832us/step - loss: 0.3456 - accuracy: 0.8629
Epoch 111/500
225/225 [==============================] - 0s 803us/step - loss: 0.3455 - accuracy: 0.8639
Epoch 112/500
225/225 [==============================] - 0s 864us/step - loss: 0.3450 - accuracy: 0.8635
Epoch 113/500
225/225 [==============================] - 0s 919us/step - loss: 0.3456 - accuracy: 0.8633
Epoch 114/500
225/225 [==============================] - 0s 989us/step - loss: 0.3454 - accuracy: 0.8629
Epoch 115/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3446 - accuracy: 0.8632
Epoch 116/500
225/225 [==============================] - 0s 906us/step - loss: 0.3452 - accuracy: 0.8629
Epoch 117/500
225/225 [==============================] - 0s 804us/step - loss: 0.3450 - accuracy: 0.8632
Epoch 118/500
225/225 [==============================] - 0s 817us/step - loss: 0.3445 - accuracy: 0.8628
Epoch 119/500
225/225 [==============================] - 0s 814us/step - loss: 0.3446 - accuracy: 0.8625
Epoch 120/500
225/225 [==============================] - 0s 837us/step - loss: 0.3446 - accuracy: 0.8629
Epoch 121/500
225/225 [==============================] - 0s 803us/step - loss: 0.3449 - accuracy: 0.8625
Epoch 122/500
225/225 [==============================] - 0s 835us/step - loss: 0.3438 - accuracy: 0.8633
Epoch 123/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3443 - accuracy: 0.8629
Epoch 124/500
225/225 [==============================] - 0s 810us/step - loss: 0.3440 - accuracy: 0.8635
Epoch 125/500
225/225 [==============================] - 0s 834us/step - loss: 0.3443 - accuracy: 0.8633
Epoch 126/500
225/225 [==============================] - 0s 812us/step - loss: 0.3440 - accuracy: 0.8617
Epoch 127/500
225/225 [==============================] - 0s 826us/step - loss: 0.3440 - accuracy: 0.8614
Epoch 128/500
225/225 [==============================] - 0s 826us/step - loss: 0.3443 - accuracy: 0.8628
Epoch 129/500
225/225 [==============================] - 0s 816us/step - loss: 0.3438 - accuracy: 0.8649
Epoch 130/500
225/225 [==============================] - 0s 796us/step - loss: 0.3441 - accuracy: 0.8631
Epoch 131/500
225/225 [==============================] - 0s 825us/step - loss: 0.3438 - accuracy: 0.8633
Epoch 132/500
225/225 [==============================] - 0s 808us/step - loss: 0.3441 - accuracy: 0.8639
Epoch 133/500
225/225 [==============================] - 0s 815us/step - loss: 0.3438 - accuracy: 0.8646
Epoch 134/500
225/225 [==============================] - 0s 795us/step - loss: 0.3438 - accuracy: 0.8637
Epoch 135/500
225/225 [==============================] - 0s 822us/step - loss: 0.3441 - accuracy: 0.8633
Epoch 136/500
225/225 [==============================] - 0s 836us/step - loss: 0.3438 - accuracy: 0.8636
Epoch 137/500
225/225 [==============================] - 0s 819us/step - loss: 0.3436 - accuracy: 0.8632
Epoch 138/500
225/225 [==============================] - 0s 791us/step - loss: 0.3437 - accuracy: 0.8639
Epoch 139/500
225/225 [==============================] - 0s 823us/step - loss: 0.3435 - accuracy: 0.8625
Epoch 140/500
225/225 [==============================] - 0s 827us/step - loss: 0.3439 - accuracy: 0.8622
Epoch 141/500
225/225 [==============================] - 0s 837us/step - loss: 0.3432 - accuracy: 0.8619
Epoch 142/500
225/225 [==============================] - 0s 791us/step - loss: 0.3438 - accuracy: 0.8618
Epoch 143/500
225/225 [==============================] - 0s 837us/step - loss: 0.3436 - accuracy: 0.8650
Epoch 144/500
225/225 [==============================] - 0s 820us/step - loss: 0.3437 - accuracy: 0.8622
Epoch 145/500
225/225 [==============================] - 0s 816us/step - loss: 0.3439 - accuracy: 0.8633
Epoch 146/500
225/225 [==============================] - 0s 792us/step - loss: 0.3435 - accuracy: 0.8631
Epoch 147/500
225/225 [==============================] - 0s 852us/step - loss: 0.3431 - accuracy: 0.8621
Epoch 148/500
225/225 [==============================] - 0s 811us/step - loss: 0.3437 - accuracy: 0.8636
Epoch 149/500
225/225 [==============================] - 0s 817us/step - loss: 0.3434 - accuracy: 0.8625
Epoch 150/500
225/225 [==============================] - 0s 796us/step - loss: 0.3433 - accuracy: 0.8632
Epoch 151/500
225/225 [==============================] - 0s 804us/step - loss: 0.3431 - accuracy: 0.8636
Epoch 152/500
225/225 [==============================] - 0s 855us/step - loss: 0.3434 - accuracy: 0.8622
Epoch 153/500
225/225 [==============================] - 0s 830us/step - loss: 0.3435 - accuracy: 0.8621
Epoch 154/500
225/225 [==============================] - 0s 887us/step - loss: 0.3436 - accuracy: 0.8626
Epoch 155/500
225/225 [==============================] - 0s 858us/step - loss: 0.3431 - accuracy: 0.8610
Epoch 156/500
225/225 [==============================] - 0s 881us/step - loss: 0.3433 - accuracy: 0.8644
Epoch 157/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3434 - accuracy: 0.8624
Epoch 158/500
225/225 [==============================] - 0s 859us/step - loss: 0.3433 - accuracy: 0.8637
Epoch 159/500
225/225 [==============================] - 0s 847us/step - loss: 0.3435 - accuracy: 0.8631
Epoch 160/500
225/225 [==============================] - 0s 927us/step - loss: 0.3434 - accuracy: 0.8617
Epoch 161/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3429 - accuracy: 0.8635
Epoch 162/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3426 - accuracy: 0.8614
Epoch 163/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3431 - accuracy: 0.8643
Epoch 164/500
225/225 [==============================] - 0s 948us/step - loss: 0.3427 - accuracy: 0.8619
Epoch 165/500
225/225 [==============================] - 0s 819us/step - loss: 0.3424 - accuracy: 0.8636
Epoch 166/500
225/225 [==============================] - 0s 880us/step - loss: 0.3436 - accuracy: 0.8615
Epoch 167/500
225/225 [==============================] - 0s 953us/step - loss: 0.3427 - accuracy: 0.8619
Epoch 168/500
225/225 [==============================] - 0s 829us/step - loss: 0.3432 - accuracy: 0.8632
Epoch 169/500
225/225 [==============================] - 0s 805us/step - loss: 0.3430 - accuracy: 0.8618
Epoch 170/500
225/225 [==============================] - 0s 844us/step - loss: 0.3428 - accuracy: 0.8642
Epoch 171/500
225/225 [==============================] - 0s 827us/step - loss: 0.3432 - accuracy: 0.8606
Epoch 172/500
225/225 [==============================] - 0s 836us/step - loss: 0.3432 - accuracy: 0.8640
Epoch 173/500
225/225 [==============================] - 0s 793us/step - loss: 0.3429 - accuracy: 0.8622
Epoch 174/500
225/225 [==============================] - 0s 820us/step - loss: 0.3427 - accuracy: 0.8631
Epoch 175/500
225/225 [==============================] - 0s 818us/step - loss: 0.3425 - accuracy: 0.8637
Epoch 176/500
225/225 [==============================] - 0s 836us/step - loss: 0.3430 - accuracy: 0.8632
Epoch 177/500
225/225 [==============================] - 0s 824us/step - loss: 0.3428 - accuracy: 0.8632
Epoch 178/500
225/225 [==============================] - 0s 815us/step - loss: 0.3427 - accuracy: 0.8628
Epoch 179/500
225/225 [==============================] - 0s 808us/step - loss: 0.3425 - accuracy: 0.8610
Epoch 180/500
225/225 [==============================] - 0s 824us/step - loss: 0.3428 - accuracy: 0.8629
Epoch 181/500
225/225 [==============================] - 0s 814us/step - loss: 0.3429 - accuracy: 0.8631
Epoch 182/500
225/225 [==============================] - 0s 838us/step - loss: 0.3430 - accuracy: 0.8631
Epoch 183/500
225/225 [==============================] - 0s 812us/step - loss: 0.3431 - accuracy: 0.8629
Epoch 184/500
225/225 [==============================] - 0s 803us/step - loss: 0.3429 - accuracy: 0.8622
Epoch 185/500
225/225 [==============================] - 0s 891us/step - loss: 0.3430 - accuracy: 0.8628
Epoch 186/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3430 - accuracy: 0.8625
Epoch 187/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3422 - accuracy: 0.8612
Epoch 188/500
225/225 [==============================] - 0s 813us/step - loss: 0.3428 - accuracy: 0.8632
Epoch 189/500
225/225 [==============================] - 0s 917us/step - loss: 0.3426 - accuracy: 0.8618
Epoch 190/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3425 - accuracy: 0.8625
Epoch 191/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3425 - accuracy: 0.8615
Epoch 192/500
225/225 [==============================] - 0s 892us/step - loss: 0.3428 - accuracy: 0.8635
Epoch 193/500
225/225 [==============================] - 0s 965us/step - loss: 0.3427 - accuracy: 0.8615
Epoch 194/500
225/225 [==============================] - 0s 901us/step - loss: 0.3428 - accuracy: 0.8611
Epoch 195/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3425 - accuracy: 0.8610
Epoch 196/500
225/225 [==============================] - 0s 816us/step - loss: 0.3419 - accuracy: 0.8608
Epoch 197/500
225/225 [==============================] - 0s 900us/step - loss: 0.3423 - accuracy: 0.8631
Epoch 198/500
225/225 [==============================] - 0s 846us/step - loss: 0.3425 - accuracy: 0.8617
Epoch 199/500
225/225 [==============================] - 0s 838us/step - loss: 0.3423 - accuracy: 0.8632
Epoch 200/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3422 - accuracy: 0.8622
Epoch 201/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3421 - accuracy: 0.8643
Epoch 202/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3426 - accuracy: 0.8631
Epoch 203/500
225/225 [==============================] - 0s 879us/step - loss: 0.3426 - accuracy: 0.8614
Epoch 204/500
225/225 [==============================] - 0s 939us/step - loss: 0.3426 - accuracy: 0.8628
Epoch 205/500
225/225 [==============================] - 0s 871us/step - loss: 0.3418 - accuracy: 0.8628
Epoch 206/500
225/225 [==============================] - 0s 826us/step - loss: 0.3421 - accuracy: 0.8636
Epoch 207/500
225/225 [==============================] - 0s 855us/step - loss: 0.3423 - accuracy: 0.8622
Epoch 208/500
225/225 [==============================] - 0s 820us/step - loss: 0.3423 - accuracy: 0.8631
Epoch 209/500
225/225 [==============================] - 0s 809us/step - loss: 0.3420 - accuracy: 0.8632
Epoch 210/500
225/225 [==============================] - 0s 824us/step - loss: 0.3419 - accuracy: 0.8628
Epoch 211/500
225/225 [==============================] - 0s 849us/step - loss: 0.3424 - accuracy: 0.8615
Epoch 212/500
225/225 [==============================] - 0s 832us/step - loss: 0.3416 - accuracy: 0.8626
Epoch 213/500
225/225 [==============================] - 0s 870us/step - loss: 0.3425 - accuracy: 0.8628
Epoch 214/500
225/225 [==============================] - 0s 889us/step - loss: 0.3420 - accuracy: 0.8608
Epoch 215/500
225/225 [==============================] - 0s 947us/step - loss: 0.3423 - accuracy: 0.8617
Epoch 216/500
225/225 [==============================] - 0s 868us/step - loss: 0.3419 - accuracy: 0.8610
Epoch 217/500
225/225 [==============================] - 0s 978us/step - loss: 0.3422 - accuracy: 0.8624
Epoch 218/500
225/225 [==============================] - 0s 860us/step - loss: 0.3414 - accuracy: 0.8639
Epoch 219/500
225/225 [==============================] - 0s 823us/step - loss: 0.3421 - accuracy: 0.8625
Epoch 220/500
225/225 [==============================] - 0s 866us/step - loss: 0.3418 - accuracy: 0.8607
Epoch 221/500
225/225 [==============================] - 0s 802us/step - loss: 0.3418 - accuracy: 0.8626
Epoch 222/500
225/225 [==============================] - 0s 812us/step - loss: 0.3419 - accuracy: 0.8618
Epoch 223/500
225/225 [==============================] - 0s 824us/step - loss: 0.3418 - accuracy: 0.8637
Epoch 224/500
225/225 [==============================] - 0s 810us/step - loss: 0.3418 - accuracy: 0.8637
Epoch 225/500
225/225 [==============================] - 0s 800us/step - loss: 0.3420 - accuracy: 0.8626
Epoch 226/500
225/225 [==============================] - 0s 812us/step - loss: 0.3411 - accuracy: 0.8633
Epoch 227/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3416 - accuracy: 0.8628
Epoch 228/500
225/225 [==============================] - 0s 825us/step - loss: 0.3415 - accuracy: 0.8625
Epoch 229/500
225/225 [==============================] - 0s 844us/step - loss: 0.3418 - accuracy: 0.8631
Epoch 230/500
225/225 [==============================] - 0s 805us/step - loss: 0.3415 - accuracy: 0.8637
Epoch 231/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3418 - accuracy: 0.8608: 0s - loss: 0.3469 - accura
Epoch 232/500
225/225 [==============================] - 0s 911us/step - loss: 0.3420 - accuracy: 0.8631
Epoch 233/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3405 - accuracy: 0.8629
Epoch 234/500
225/225 [==============================] - 0s 955us/step - loss: 0.3417 - accuracy: 0.8618
Epoch 235/500
225/225 [==============================] - 0s 861us/step - loss: 0.3413 - accuracy: 0.8635
Epoch 236/500
225/225 [==============================] - 0s 851us/step - loss: 0.3415 - accuracy: 0.8646
Epoch 237/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3417 - accuracy: 0.8632
Epoch 238/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3415 - accuracy: 0.8607
Epoch 239/500
225/225 [==============================] - 0s 928us/step - loss: 0.3417 - accuracy: 0.8626
Epoch 240/500
225/225 [==============================] - 0s 896us/step - loss: 0.3415 - accuracy: 0.8635
Epoch 241/500
225/225 [==============================] - 0s 896us/step - loss: 0.3417 - accuracy: 0.8646
Epoch 242/500
225/225 [==============================] - 0s 925us/step - loss: 0.3417 - accuracy: 0.8629
Epoch 243/500
225/225 [==============================] - 0s 825us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 244/500
225/225 [==============================] - 0s 811us/step - loss: 0.3417 - accuracy: 0.8633
Epoch 245/500
225/225 [==============================] - 0s 799us/step - loss: 0.3418 - accuracy: 0.8632
Epoch 246/500
225/225 [==============================] - 0s 877us/step - loss: 0.3416 - accuracy: 0.8632
Epoch 247/500
225/225 [==============================] - 0s 834us/step - loss: 0.3417 - accuracy: 0.8617
Epoch 248/500
225/225 [==============================] - 0s 851us/step - loss: 0.3416 - accuracy: 0.8639
Epoch 249/500
225/225 [==============================] - 0s 970us/step - loss: 0.3413 - accuracy: 0.8622
Epoch 250/500
225/225 [==============================] - 0s 800us/step - loss: 0.3416 - accuracy: 0.8612
Epoch 251/500
225/225 [==============================] - 0s 822us/step - loss: 0.3414 - accuracy: 0.8628
Epoch 252/500
225/225 [==============================] - 0s 819us/step - loss: 0.3413 - accuracy: 0.8606
Epoch 253/500
225/225 [==============================] - 0s 796us/step - loss: 0.3409 - accuracy: 0.8625
Epoch 254/500
225/225 [==============================] - 0s 812us/step - loss: 0.3415 - accuracy: 0.8622
Epoch 255/500
225/225 [==============================] - 0s 819us/step - loss: 0.3408 - accuracy: 0.8628
Epoch 256/500
225/225 [==============================] - 0s 815us/step - loss: 0.3409 - accuracy: 0.8629
Epoch 257/500
225/225 [==============================] - 0s 827us/step - loss: 0.3411 - accuracy: 0.8618
Epoch 258/500
225/225 [==============================] - 0s 813us/step - loss: 0.3412 - accuracy: 0.8625
Epoch 259/500
225/225 [==============================] - 0s 844us/step - loss: 0.3408 - accuracy: 0.8629
Epoch 260/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3409 - accuracy: 0.8618
Epoch 261/500
225/225 [==============================] - 0s 814us/step - loss: 0.3410 - accuracy: 0.8612
Epoch 262/500
225/225 [==============================] - 0s 855us/step - loss: 0.3413 - accuracy: 0.8622
Epoch 263/500
225/225 [==============================] - 0s 818us/step - loss: 0.3414 - accuracy: 0.8604
Epoch 264/500
225/225 [==============================] - 0s 819us/step - loss: 0.3412 - accuracy: 0.8626
Epoch 265/500
225/225 [==============================] - 0s 825us/step - loss: 0.3410 - accuracy: 0.8618
Epoch 266/500
225/225 [==============================] - 0s 799us/step - loss: 0.3411 - accuracy: 0.8622
Epoch 267/500
225/225 [==============================] - 0s 836us/step - loss: 0.3413 - accuracy: 0.8636
Epoch 268/500
225/225 [==============================] - 0s 835us/step - loss: 0.3410 - accuracy: 0.8618
Epoch 269/500
225/225 [==============================] - 0s 811us/step - loss: 0.3410 - accuracy: 0.8618
Epoch 270/500
225/225 [==============================] - 0s 793us/step - loss: 0.3410 - accuracy: 0.8635
Epoch 271/500
225/225 [==============================] - 0s 813us/step - loss: 0.3408 - accuracy: 0.8621
Epoch 272/500
225/225 [==============================] - 0s 859us/step - loss: 0.3415 - accuracy: 0.8632
Epoch 273/500
225/225 [==============================] - 0s 832us/step - loss: 0.3403 - accuracy: 0.8603
Epoch 274/500
225/225 [==============================] - 0s 830us/step - loss: 0.3412 - accuracy: 0.8643
Epoch 275/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3412 - accuracy: 0.8600
Epoch 276/500
225/225 [==============================] - 0s 853us/step - loss: 0.3406 - accuracy: 0.8610
Epoch 277/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3410 - accuracy: 0.8617
Epoch 278/500
225/225 [==============================] - 0s 872us/step - loss: 0.3407 - accuracy: 0.8628
Epoch 279/500
225/225 [==============================] - 0s 819us/step - loss: 0.3407 - accuracy: 0.8626
Epoch 280/500
225/225 [==============================] - 0s 839us/step - loss: 0.3410 - accuracy: 0.8619
Epoch 281/500
225/225 [==============================] - 0s 819us/step - loss: 0.3410 - accuracy: 0.8607
Epoch 282/500
225/225 [==============================] - 0s 824us/step - loss: 0.3412 - accuracy: 0.8628
Epoch 283/500
225/225 [==============================] - 0s 808us/step - loss: 0.3406 - accuracy: 0.8625
Epoch 284/500
225/225 [==============================] - 0s 819us/step - loss: 0.3408 - accuracy: 0.8622
Epoch 285/500
225/225 [==============================] - 0s 812us/step - loss: 0.3410 - accuracy: 0.8635
Epoch 286/500
225/225 [==============================] - 0s 786us/step - loss: 0.3405 - accuracy: 0.8637
Epoch 287/500
225/225 [==============================] - 0s 851us/step - loss: 0.3409 - accuracy: 0.8606
Epoch 288/500
225/225 [==============================] - 0s 832us/step - loss: 0.3408 - accuracy: 0.8644
Epoch 289/500
225/225 [==============================] - 0s 812us/step - loss: 0.3408 - accuracy: 0.8626
Epoch 290/500
225/225 [==============================] - 0s 811us/step - loss: 0.3407 - accuracy: 0.8629
Epoch 291/500
225/225 [==============================] - 0s 809us/step - loss: 0.3413 - accuracy: 0.8618
Epoch 292/500
225/225 [==============================] - 0s 817us/step - loss: 0.3411 - accuracy: 0.8621
Epoch 293/500
225/225 [==============================] - 0s 843us/step - loss: 0.3403 - accuracy: 0.8625
Epoch 294/500
225/225 [==============================] - 0s 795us/step - loss: 0.3410 - accuracy: 0.8636
Epoch 295/500
225/225 [==============================] - 0s 812us/step - loss: 0.3408 - accuracy: 0.8628
Epoch 296/500
225/225 [==============================] - 0s 813us/step - loss: 0.3407 - accuracy: 0.8629
Epoch 297/500
225/225 [==============================] - 0s 795us/step - loss: 0.3408 - accuracy: 0.8637
Epoch 298/500
225/225 [==============================] - 0s 843us/step - loss: 0.3406 - accuracy: 0.8624
Epoch 299/500
225/225 [==============================] - 0s 824us/step - loss: 0.3407 - accuracy: 0.8636
Epoch 300/500
225/225 [==============================] - 0s 812us/step - loss: 0.3402 - accuracy: 0.8639
Epoch 301/500
225/225 [==============================] - 0s 798us/step - loss: 0.3410 - accuracy: 0.8622
Epoch 302/500
225/225 [==============================] - 0s 828us/step - loss: 0.3405 - accuracy: 0.8639
Epoch 303/500
225/225 [==============================] - 0s 867us/step - loss: 0.3405 - accuracy: 0.8635
Epoch 304/500
225/225 [==============================] - 0s 813us/step - loss: 0.3409 - accuracy: 0.8636
Epoch 305/500
225/225 [==============================] - 0s 791us/step - loss: 0.3408 - accuracy: 0.8632
Epoch 306/500
225/225 [==============================] - 0s 817us/step - loss: 0.3407 - accuracy: 0.8619
Epoch 307/500
225/225 [==============================] - 0s 812us/step - loss: 0.3407 - accuracy: 0.8656
Epoch 308/500
225/225 [==============================] - 0s 804us/step - loss: 0.3407 - accuracy: 0.8624
Epoch 309/500
225/225 [==============================] - 0s 831us/step - loss: 0.3406 - accuracy: 0.8619
Epoch 310/500
225/225 [==============================] - 0s 825us/step - loss: 0.3401 - accuracy: 0.8647
Epoch 311/500
225/225 [==============================] - 0s 815us/step - loss: 0.3412 - accuracy: 0.8625
Epoch 312/500
225/225 [==============================] - 0s 805us/step - loss: 0.3408 - accuracy: 0.8621
Epoch 313/500
225/225 [==============================] - 0s 792us/step - loss: 0.3406 - accuracy: 0.8632
Epoch 314/500
225/225 [==============================] - 0s 851us/step - loss: 0.3409 - accuracy: 0.8629
Epoch 315/500
225/225 [==============================] - 0s 807us/step - loss: 0.3408 - accuracy: 0.8635
Epoch 316/500
225/225 [==============================] - 0s 809us/step - loss: 0.3408 - accuracy: 0.8626
Epoch 317/500
225/225 [==============================] - 0s 945us/step - loss: 0.3399 - accuracy: 0.8637
Epoch 318/500
225/225 [==============================] - 0s 808us/step - loss: 0.3406 - accuracy: 0.8629
Epoch 319/500
225/225 [==============================] - 0s 886us/step - loss: 0.3405 - accuracy: 0.8631
Epoch 320/500
225/225 [==============================] - 0s 806us/step - loss: 0.3408 - accuracy: 0.8622
Epoch 321/500
225/225 [==============================] - 0s 804us/step - loss: 0.3406 - accuracy: 0.8632
Epoch 322/500
225/225 [==============================] - 0s 796us/step - loss: 0.3408 - accuracy: 0.8624
Epoch 323/500
225/225 [==============================] - 0s 920us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 324/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3406 - accuracy: 0.8618
Epoch 325/500
225/225 [==============================] - 0s 809us/step - loss: 0.3408 - accuracy: 0.8635
Epoch 326/500
225/225 [==============================] - 0s 808us/step - loss: 0.3405 - accuracy: 0.8646
Epoch 327/500
225/225 [==============================] - 0s 827us/step - loss: 0.3408 - accuracy: 0.8649
Epoch 328/500
225/225 [==============================] - 0s 807us/step - loss: 0.3407 - accuracy: 0.8619
Epoch 329/500
225/225 [==============================] - 0s 804us/step - loss: 0.3400 - accuracy: 0.8635
Epoch 330/500
225/225 [==============================] - 0s 838us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 331/500
225/225 [==============================] - 0s 808us/step - loss: 0.3408 - accuracy: 0.8619
Epoch 332/500
225/225 [==============================] - 0s 816us/step - loss: 0.3404 - accuracy: 0.8633
Epoch 333/500
225/225 [==============================] - 0s 797us/step - loss: 0.3409 - accuracy: 0.8626
Epoch 334/500
225/225 [==============================] - 0s 801us/step - loss: 0.3403 - accuracy: 0.8631
Epoch 335/500
225/225 [==============================] - 0s 835us/step - loss: 0.3403 - accuracy: 0.8640
Epoch 336/500
225/225 [==============================] - 0s 801us/step - loss: 0.3410 - accuracy: 0.8633
Epoch 337/500
225/225 [==============================] - 0s 792us/step - loss: 0.3405 - accuracy: 0.8629
Epoch 338/500
225/225 [==============================] - 0s 808us/step - loss: 0.3405 - accuracy: 0.8639
Epoch 339/500
225/225 [==============================] - 0s 813us/step - loss: 0.3397 - accuracy: 0.8639
Epoch 340/500
225/225 [==============================] - 0s 852us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 341/500
225/225 [==============================] - 0s 799us/step - loss: 0.3402 - accuracy: 0.8656
Epoch 342/500
225/225 [==============================] - 0s 890us/step - loss: 0.3407 - accuracy: 0.8618
Epoch 343/500
225/225 [==============================] - 0s 840us/step - loss: 0.3401 - accuracy: 0.8624
Epoch 344/500
225/225 [==============================] - 0s 804us/step - loss: 0.3404 - accuracy: 0.8635
Epoch 345/500
225/225 [==============================] - 0s 838us/step - loss: 0.3401 - accuracy: 0.8617
Epoch 346/500
225/225 [==============================] - 0s 817us/step - loss: 0.3409 - accuracy: 0.8621
Epoch 347/500
225/225 [==============================] - 0s 832us/step - loss: 0.3405 - accuracy: 0.8632
Epoch 348/500
225/225 [==============================] - 0s 811us/step - loss: 0.3402 - accuracy: 0.8647
Epoch 349/500
225/225 [==============================] - 0s 804us/step - loss: 0.3404 - accuracy: 0.8618
Epoch 350/500
225/225 [==============================] - 0s 808us/step - loss: 0.3404 - accuracy: 0.8619
Epoch 351/500
225/225 [==============================] - 0s 850us/step - loss: 0.3406 - accuracy: 0.8635
Epoch 352/500
225/225 [==============================] - 0s 803us/step - loss: 0.3408 - accuracy: 0.8619
Epoch 353/500
225/225 [==============================] - 0s 938us/step - loss: 0.3408 - accuracy: 0.8635
Epoch 354/500
225/225 [==============================] - 0s 864us/step - loss: 0.3405 - accuracy: 0.8646
Epoch 355/500
225/225 [==============================] - 0s 822us/step - loss: 0.3402 - accuracy: 0.8639
Epoch 356/500
225/225 [==============================] - 0s 865us/step - loss: 0.3406 - accuracy: 0.8639
Epoch 357/500
225/225 [==============================] - 0s 805us/step - loss: 0.3399 - accuracy: 0.8619
Epoch 358/500
225/225 [==============================] - 0s 797us/step - loss: 0.3405 - accuracy: 0.8626
Epoch 359/500
225/225 [==============================] - 0s 815us/step - loss: 0.3408 - accuracy: 0.8632
Epoch 360/500
225/225 [==============================] - 0s 802us/step - loss: 0.3405 - accuracy: 0.8626
Epoch 361/500
225/225 [==============================] - 0s 813us/step - loss: 0.3406 - accuracy: 0.8625
Epoch 362/500
225/225 [==============================] - 0s 813us/step - loss: 0.3401 - accuracy: 0.8621
Epoch 363/500
225/225 [==============================] - 0s 803us/step - loss: 0.3401 - accuracy: 0.8632
Epoch 364/500
225/225 [==============================] - 0s 807us/step - loss: 0.3400 - accuracy: 0.8628
Epoch 365/500
225/225 [==============================] - 0s 800us/step - loss: 0.3406 - accuracy: 0.8639
Epoch 366/500
225/225 [==============================] - 0s 803us/step - loss: 0.3400 - accuracy: 0.8644
Epoch 367/500
225/225 [==============================] - 0s 870us/step - loss: 0.3406 - accuracy: 0.8637
Epoch 368/500
225/225 [==============================] - 0s 813us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 369/500
225/225 [==============================] - 0s 811us/step - loss: 0.3403 - accuracy: 0.8636
Epoch 370/500
225/225 [==============================] - 0s 810us/step - loss: 0.3401 - accuracy: 0.8615
Epoch 371/500
225/225 [==============================] - 0s 815us/step - loss: 0.3406 - accuracy: 0.8626
Epoch 372/500
225/225 [==============================] - 0s 855us/step - loss: 0.3404 - accuracy: 0.8615
Epoch 373/500
225/225 [==============================] - 0s 793us/step - loss: 0.3406 - accuracy: 0.8599
Epoch 374/500
225/225 [==============================] - 0s 813us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 375/500
225/225 [==============================] - 0s 803us/step - loss: 0.3404 - accuracy: 0.8637
Epoch 376/500
225/225 [==============================] - 0s 812us/step - loss: 0.3404 - accuracy: 0.8611
Epoch 377/500
225/225 [==============================] - 0s 831us/step - loss: 0.3404 - accuracy: 0.8635
Epoch 378/500
225/225 [==============================] - 0s 811us/step - loss: 0.3404 - accuracy: 0.8610
Epoch 379/500
225/225 [==============================] - 0s 801us/step - loss: 0.3403 - accuracy: 0.8615
Epoch 380/500
225/225 [==============================] - 0s 805us/step - loss: 0.3402 - accuracy: 0.8618
Epoch 381/500
225/225 [==============================] - 0s 798us/step - loss: 0.3401 - accuracy: 0.8631
Epoch 382/500
225/225 [==============================] - 0s 807us/step - loss: 0.3399 - accuracy: 0.8637
Epoch 383/500
225/225 [==============================] - 0s 826us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 384/500
225/225 [==============================] - 0s 799us/step - loss: 0.3396 - accuracy: 0.8646
Epoch 385/500
225/225 [==============================] - 0s 805us/step - loss: 0.3407 - accuracy: 0.8636
Epoch 386/500
225/225 [==============================] - 0s 802us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 387/500
225/225 [==============================] - 0s 820us/step - loss: 0.3405 - accuracy: 0.8647
Epoch 388/500
225/225 [==============================] - 0s 790us/step - loss: 0.3404 - accuracy: 0.8639
Epoch 389/500
225/225 [==============================] - 0s 877us/step - loss: 0.3401 - accuracy: 0.8606
Epoch 390/500
225/225 [==============================] - 0s 816us/step - loss: 0.3402 - accuracy: 0.8611
Epoch 391/500
225/225 [==============================] - 0s 808us/step - loss: 0.3404 - accuracy: 0.8614
Epoch 392/500
225/225 [==============================] - 0s 842us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 393/500
225/225 [==============================] - 0s 807us/step - loss: 0.3401 - accuracy: 0.8618
Epoch 394/500
225/225 [==============================] - 0s 806us/step - loss: 0.3405 - accuracy: 0.8615
Epoch 395/500
225/225 [==============================] - 0s 832us/step - loss: 0.3403 - accuracy: 0.8622
Epoch 396/500
225/225 [==============================] - 0s 794us/step - loss: 0.3404 - accuracy: 0.8647
Epoch 397/500
225/225 [==============================] - 0s 814us/step - loss: 0.3400 - accuracy: 0.8615
Epoch 398/500
225/225 [==============================] - 0s 826us/step - loss: 0.3406 - accuracy: 0.8635
Epoch 399/500
225/225 [==============================] - 0s 827us/step - loss: 0.3400 - accuracy: 0.8631
Epoch 400/500
225/225 [==============================] - 0s 814us/step - loss: 0.3406 - accuracy: 0.8642
Epoch 401/500
225/225 [==============================] - 0s 822us/step - loss: 0.3403 - accuracy: 0.8640
Epoch 402/500
225/225 [==============================] - 0s 808us/step - loss: 0.3401 - accuracy: 0.8626
Epoch 403/500
225/225 [==============================] - 0s 813us/step - loss: 0.3407 - accuracy: 0.8637
Epoch 404/500
225/225 [==============================] - 0s 798us/step - loss: 0.3402 - accuracy: 0.8626
Epoch 405/500
225/225 [==============================] - 0s 830us/step - loss: 0.3405 - accuracy: 0.8628
Epoch 406/500
225/225 [==============================] - 0s 817us/step - loss: 0.3402 - accuracy: 0.8644
Epoch 407/500
225/225 [==============================] - 0s 806us/step - loss: 0.3404 - accuracy: 0.8617
Epoch 408/500
225/225 [==============================] - 0s 798us/step - loss: 0.3404 - accuracy: 0.8615
Epoch 409/500
225/225 [==============================] - 0s 810us/step - loss: 0.3401 - accuracy: 0.8635
Epoch 410/500
225/225 [==============================] - 0s 822us/step - loss: 0.3404 - accuracy: 0.8625
Epoch 411/500
225/225 [==============================] - 0s 805us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 412/500
225/225 [==============================] - 0s 795us/step - loss: 0.3400 - accuracy: 0.8640
Epoch 413/500
225/225 [==============================] - 0s 802us/step - loss: 0.3402 - accuracy: 0.8622
Epoch 414/500
225/225 [==============================] - 0s 814us/step - loss: 0.3402 - accuracy: 0.8639
Epoch 415/500
225/225 [==============================] - 0s 848us/step - loss: 0.3398 - accuracy: 0.8643
Epoch 416/500
225/225 [==============================] - 0s 813us/step - loss: 0.3401 - accuracy: 0.8644
Epoch 417/500
225/225 [==============================] - 0s 806us/step - loss: 0.3400 - accuracy: 0.8629
Epoch 418/500
225/225 [==============================] - 0s 808us/step - loss: 0.3404 - accuracy: 0.8644
Epoch 419/500
225/225 [==============================] - 0s 802us/step - loss: 0.3403 - accuracy: 0.8636
Epoch 420/500
225/225 [==============================] - 0s 805us/step - loss: 0.3401 - accuracy: 0.8635
Epoch 421/500
225/225 [==============================] - 0s 847us/step - loss: 0.3398 - accuracy: 0.8631
Epoch 422/500
225/225 [==============================] - 0s 808us/step - loss: 0.3403 - accuracy: 0.8639
Epoch 423/500
225/225 [==============================] - 0s 801us/step - loss: 0.3402 - accuracy: 0.8632
Epoch 424/500
225/225 [==============================] - 0s 802us/step - loss: 0.3401 - accuracy: 0.8622
Epoch 425/500
225/225 [==============================] - 0s 814us/step - loss: 0.3398 - accuracy: 0.8628
Epoch 426/500
225/225 [==============================] - 0s 823us/step - loss: 0.3403 - accuracy: 0.8622
Epoch 427/500
225/225 [==============================] - 0s 818us/step - loss: 0.3402 - accuracy: 0.8640
Epoch 428/500
225/225 [==============================] - 0s 808us/step - loss: 0.3394 - accuracy: 0.8636
Epoch 429/500
225/225 [==============================] - 0s 803us/step - loss: 0.3399 - accuracy: 0.8624
Epoch 430/500
225/225 [==============================] - 0s 822us/step - loss: 0.3401 - accuracy: 0.8644
Epoch 431/500
225/225 [==============================] - 0s 848us/step - loss: 0.3401 - accuracy: 0.8629
Epoch 432/500
225/225 [==============================] - 0s 804us/step - loss: 0.3396 - accuracy: 0.8621
Epoch 433/500
225/225 [==============================] - 0s 814us/step - loss: 0.3405 - accuracy: 0.8632
Epoch 434/500
225/225 [==============================] - 0s 807us/step - loss: 0.3399 - accuracy: 0.8635
Epoch 435/500
225/225 [==============================] - 0s 795us/step - loss: 0.3398 - accuracy: 0.8642
Epoch 436/500
225/225 [==============================] - 0s 813us/step - loss: 0.3398 - accuracy: 0.8621
Epoch 437/500
225/225 [==============================] - 0s 851us/step - loss: 0.3402 - accuracy: 0.8619
Epoch 438/500
225/225 [==============================] - 0s 797us/step - loss: 0.3403 - accuracy: 0.8625
Epoch 439/500
225/225 [==============================] - 0s 794us/step - loss: 0.3401 - accuracy: 0.8629
Epoch 440/500
225/225 [==============================] - 0s 804us/step - loss: 0.3399 - accuracy: 0.8629
Epoch 441/500
225/225 [==============================] - 0s 813us/step - loss: 0.3403 - accuracy: 0.8619
Epoch 442/500
225/225 [==============================] - 0s 827us/step - loss: 0.3402 - accuracy: 0.8636
Epoch 443/500
225/225 [==============================] - 0s 803us/step - loss: 0.3401 - accuracy: 0.8629
Epoch 444/500
225/225 [==============================] - 0s 812us/step - loss: 0.3400 - accuracy: 0.8633
Epoch 445/500
225/225 [==============================] - 0s 807us/step - loss: 0.3396 - accuracy: 0.8631
Epoch 446/500
225/225 [==============================] - 0s 800us/step - loss: 0.3401 - accuracy: 0.8622
Epoch 447/500
225/225 [==============================] - 0s 803us/step - loss: 0.3399 - accuracy: 0.8642
Epoch 448/500
225/225 [==============================] - 0s 846us/step - loss: 0.3399 - accuracy: 0.8601
Epoch 449/500
225/225 [==============================] - 0s 829us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 450/500
225/225 [==============================] - 0s 804us/step - loss: 0.3401 - accuracy: 0.8625
Epoch 451/500
225/225 [==============================] - 0s 802us/step - loss: 0.3403 - accuracy: 0.8643
Epoch 452/500
225/225 [==============================] - 0s 814us/step - loss: 0.3393 - accuracy: 0.8658
Epoch 453/500
225/225 [==============================] - 0s 878us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 454/500
225/225 [==============================] - 0s 793us/step - loss: 0.3401 - accuracy: 0.8631
Epoch 455/500
225/225 [==============================] - 0s 940us/step - loss: 0.3401 - accuracy: 0.8633
Epoch 456/500
225/225 [==============================] - 0s 804us/step - loss: 0.3399 - accuracy: 0.8639
Epoch 457/500
225/225 [==============================] - 0s 815us/step - loss: 0.3402 - accuracy: 0.8617
Epoch 458/500
225/225 [==============================] - 0s 809us/step - loss: 0.3404 - accuracy: 0.8637
Epoch 459/500
225/225 [==============================] - 0s 806us/step - loss: 0.3405 - accuracy: 0.8635
Epoch 460/500
225/225 [==============================] - 0s 814us/step - loss: 0.3401 - accuracy: 0.8635
Epoch 461/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3400 - accuracy: 0.8622
Epoch 462/500
225/225 [==============================] - 0s 833us/step - loss: 0.3397 - accuracy: 0.8644
Epoch 463/500
225/225 [==============================] - 0s 810us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 464/500
225/225 [==============================] - 0s 888us/step - loss: 0.3401 - accuracy: 0.8643
Epoch 465/500
225/225 [==============================] - 0s 881us/step - loss: 0.3401 - accuracy: 0.8640
Epoch 466/500
225/225 [==============================] - 0s 918us/step - loss: 0.3401 - accuracy: 0.8646
Epoch 467/500
225/225 [==============================] - 0s 837us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 468/500
225/225 [==============================] - 0s 942us/step - loss: 0.3403 - accuracy: 0.8631
Epoch 469/500
225/225 [==============================] - 0s 850us/step - loss: 0.3397 - accuracy: 0.8633
Epoch 470/500
225/225 [==============================] - 0s 810us/step - loss: 0.3400 - accuracy: 0.8610
Epoch 471/500
225/225 [==============================] - 0s 796us/step - loss: 0.3404 - accuracy: 0.8637
Epoch 472/500
225/225 [==============================] - 0s 818us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 473/500
225/225 [==============================] - 0s 820us/step - loss: 0.3403 - accuracy: 0.8625
Epoch 474/500
225/225 [==============================] - 0s 834us/step - loss: 0.3401 - accuracy: 0.8619
Epoch 475/500
225/225 [==============================] - 0s 796us/step - loss: 0.3400 - accuracy: 0.8639
Epoch 476/500
225/225 [==============================] - 0s 808us/step - loss: 0.3401 - accuracy: 0.8614
Epoch 477/500
225/225 [==============================] - 0s 809us/step - loss: 0.3403 - accuracy: 0.8644
Epoch 478/500
225/225 [==============================] - 0s 812us/step - loss: 0.3400 - accuracy: 0.8643
Epoch 479/500
225/225 [==============================] - 0s 830us/step - loss: 0.3399 - accuracy: 0.8642
Epoch 480/500
225/225 [==============================] - 0s 828us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 481/500
225/225 [==============================] - 0s 817us/step - loss: 0.3399 - accuracy: 0.8637
Epoch 482/500
225/225 [==============================] - 0s 807us/step - loss: 0.3400 - accuracy: 0.8643
Epoch 483/500
225/225 [==============================] - 0s 952us/step - loss: 0.3399 - accuracy: 0.8622
Epoch 484/500
225/225 [==============================] - 0s 831us/step - loss: 0.3399 - accuracy: 0.8644
Epoch 485/500
225/225 [==============================] - 0s 812us/step - loss: 0.3400 - accuracy: 0.8636
Epoch 486/500
225/225 [==============================] - 0s 829us/step - loss: 0.3399 - accuracy: 0.8600
Epoch 487/500
225/225 [==============================] - 0s 807us/step - loss: 0.3400 - accuracy: 0.8639
Epoch 488/500
225/225 [==============================] - 0s 801us/step - loss: 0.3401 - accuracy: 0.8646
Epoch 489/500
225/225 [==============================] - 0s 822us/step - loss: 0.3398 - accuracy: 0.8607
Epoch 490/500
225/225 [==============================] - 0s 859us/step - loss: 0.3399 - accuracy: 0.8640
Epoch 491/500
225/225 [==============================] - 0s 810us/step - loss: 0.3398 - accuracy: 0.8633
Epoch 492/500
225/225 [==============================] - 0s 786us/step - loss: 0.3398 - accuracy: 0.8639
Epoch 493/500
225/225 [==============================] - 0s 807us/step - loss: 0.3398 - accuracy: 0.8633
Epoch 494/500
225/225 [==============================] - 0s 812us/step - loss: 0.3401 - accuracy: 0.8635
Epoch 495/500
225/225 [==============================] - 0s 841us/step - loss: 0.3400 - accuracy: 0.8629
Epoch 496/500
225/225 [==============================] - 0s 817us/step - loss: 0.3399 - accuracy: 0.8644
Epoch 497/500
225/225 [==============================] - 0s 813us/step - loss: 0.3400 - accuracy: 0.8636
Epoch 498/500
225/225 [==============================] - 0s 808us/step - loss: 0.3401 - accuracy: 0.8628
Epoch 499/500
225/225 [==============================] - 0s 821us/step - loss: 0.3398 - accuracy: 0.8635
Epoch 500/500
225/225 [==============================] - 0s 815us/step - loss: 0.3401 - accuracy: 0.8628
Epoch 1/500
225/225 [==============================] - 0s 840us/step - loss: 0.6185 - accuracy: 0.7957
Epoch 2/500
225/225 [==============================] - 0s 843us/step - loss: 0.4655 - accuracy: 0.7978
Epoch 3/500
225/225 [==============================] - 0s 839us/step - loss: 0.4389 - accuracy: 0.7978
Epoch 4/500
225/225 [==============================] - 0s 925us/step - loss: 0.4337 - accuracy: 0.7978
Epoch 5/500
225/225 [==============================] - 0s 858us/step - loss: 0.4312 - accuracy: 0.7978
Epoch 6/500
225/225 [==============================] - 0s 857us/step - loss: 0.4299 - accuracy: 0.7978
Epoch 7/500
225/225 [==============================] - 0s 917us/step - loss: 0.4290 - accuracy: 0.7978
Epoch 8/500
225/225 [==============================] - 0s 834us/step - loss: 0.4284 - accuracy: 0.7978
Epoch 9/500
225/225 [==============================] - 0s 857us/step - loss: 0.4277 - accuracy: 0.7978
Epoch 10/500
225/225 [==============================] - 0s 896us/step - loss: 0.4271 - accuracy: 0.7978
Epoch 11/500
225/225 [==============================] - 0s 843us/step - loss: 0.4267 - accuracy: 0.7978
Epoch 12/500
225/225 [==============================] - 0s 803us/step - loss: 0.4260 - accuracy: 0.7978
Epoch 13/500
225/225 [==============================] - 0s 808us/step - loss: 0.4250 - accuracy: 0.7978
Epoch 14/500
225/225 [==============================] - 0s 825us/step - loss: 0.4236 - accuracy: 0.8025
Epoch 15/500
225/225 [==============================] - 0s 819us/step - loss: 0.4221 - accuracy: 0.8210
Epoch 16/500
225/225 [==============================] - 0s 799us/step - loss: 0.4205 - accuracy: 0.8228
Epoch 17/500
225/225 [==============================] - 0s 828us/step - loss: 0.4188 - accuracy: 0.8258
Epoch 18/500
225/225 [==============================] - 0s 828us/step - loss: 0.4175 - accuracy: 0.8265
Epoch 19/500
225/225 [==============================] - 0s 831us/step - loss: 0.4161 - accuracy: 0.8276
Epoch 20/500
225/225 [==============================] - 0s 793us/step - loss: 0.4152 - accuracy: 0.8286
Epoch 21/500
225/225 [==============================] - 0s 811us/step - loss: 0.4138 - accuracy: 0.8299
Epoch 22/500
225/225 [==============================] - 0s 810us/step - loss: 0.4130 - accuracy: 0.8311
Epoch 23/500
225/225 [==============================] - 0s 807us/step - loss: 0.4118 - accuracy: 0.8321
Epoch 24/500
225/225 [==============================] - 0s 825us/step - loss: 0.4114 - accuracy: 0.8319
Epoch 25/500
225/225 [==============================] - 0s 811us/step - loss: 0.4107 - accuracy: 0.8333
Epoch 26/500
225/225 [==============================] - 0s 842us/step - loss: 0.4098 - accuracy: 0.8339
Epoch 27/500
225/225 [==============================] - 0s 810us/step - loss: 0.4094 - accuracy: 0.8343
Epoch 28/500
225/225 [==============================] - 0s 799us/step - loss: 0.4088 - accuracy: 0.8346
Epoch 29/500
225/225 [==============================] - 0s 844us/step - loss: 0.4081 - accuracy: 0.8351
Epoch 30/500
225/225 [==============================] - 0s 809us/step - loss: 0.4079 - accuracy: 0.8351
Epoch 31/500
225/225 [==============================] - 0s 820us/step - loss: 0.4072 - accuracy: 0.8339
Epoch 32/500
225/225 [==============================] - 0s 804us/step - loss: 0.4067 - accuracy: 0.8338
Epoch 33/500
225/225 [==============================] - 0s 816us/step - loss: 0.4063 - accuracy: 0.8356
Epoch 34/500
225/225 [==============================] - 0s 821us/step - loss: 0.4061 - accuracy: 0.8356
Epoch 35/500
225/225 [==============================] - 0s 832us/step - loss: 0.4054 - accuracy: 0.8350
Epoch 36/500
225/225 [==============================] - 0s 791us/step - loss: 0.4051 - accuracy: 0.8363
Epoch 37/500
225/225 [==============================] - 0s 825us/step - loss: 0.4046 - accuracy: 0.8371
Epoch 38/500
225/225 [==============================] - 0s 841us/step - loss: 0.4041 - accuracy: 0.8363
Epoch 39/500
225/225 [==============================] - 0s 810us/step - loss: 0.4038 - accuracy: 0.8369
Epoch 40/500
225/225 [==============================] - 0s 841us/step - loss: 0.4033 - accuracy: 0.8368
Epoch 41/500
225/225 [==============================] - 0s 811us/step - loss: 0.4031 - accuracy: 0.8354
Epoch 42/500
225/225 [==============================] - 0s 807us/step - loss: 0.4026 - accuracy: 0.8364
Epoch 43/500
225/225 [==============================] - 0s 825us/step - loss: 0.4024 - accuracy: 0.8360
Epoch 44/500
225/225 [==============================] - 0s 803us/step - loss: 0.4019 - accuracy: 0.8364
Epoch 45/500
225/225 [==============================] - 0s 852us/step - loss: 0.4017 - accuracy: 0.8371
Epoch 46/500
225/225 [==============================] - 0s 836us/step - loss: 0.4014 - accuracy: 0.8363
Epoch 47/500
225/225 [==============================] - 0s 862us/step - loss: 0.4009 - accuracy: 0.8365
Epoch 48/500
225/225 [==============================] - 0s 802us/step - loss: 0.4010 - accuracy: 0.8368
Epoch 49/500
225/225 [==============================] - 0s 871us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 50/500
225/225 [==============================] - 0s 815us/step - loss: 0.4003 - accuracy: 0.8374
Epoch 51/500
225/225 [==============================] - 0s 807us/step - loss: 0.4000 - accuracy: 0.8369
Epoch 52/500
225/225 [==============================] - 0s 824us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 53/500
225/225 [==============================] - 0s 816us/step - loss: 0.3997 - accuracy: 0.8379
Epoch 54/500
225/225 [==============================] - 0s 802us/step - loss: 0.3997 - accuracy: 0.8389
Epoch 55/500
225/225 [==============================] - 0s 797us/step - loss: 0.3994 - accuracy: 0.8374
Epoch 56/500
225/225 [==============================] - 0s 795us/step - loss: 0.3992 - accuracy: 0.8381
Epoch 57/500
225/225 [==============================] - 0s 857us/step - loss: 0.3990 - accuracy: 0.8389
Epoch 58/500
225/225 [==============================] - 0s 811us/step - loss: 0.3987 - accuracy: 0.8378
Epoch 59/500
225/225 [==============================] - 0s 824us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 60/500
225/225 [==============================] - 0s 818us/step - loss: 0.3986 - accuracy: 0.8376
Epoch 61/500
225/225 [==============================] - 0s 814us/step - loss: 0.3984 - accuracy: 0.8378
Epoch 62/500
225/225 [==============================] - 0s 812us/step - loss: 0.3981 - accuracy: 0.8386
Epoch 63/500
225/225 [==============================] - 0s 810us/step - loss: 0.3983 - accuracy: 0.8376
Epoch 64/500
225/225 [==============================] - 0s 798us/step - loss: 0.3980 - accuracy: 0.8375
Epoch 65/500
225/225 [==============================] - 0s 817us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 66/500
225/225 [==============================] - 0s 813us/step - loss: 0.3978 - accuracy: 0.8383
Epoch 67/500
225/225 [==============================] - 0s 889us/step - loss: 0.3979 - accuracy: 0.8390
Epoch 68/500
225/225 [==============================] - 0s 795us/step - loss: 0.3977 - accuracy: 0.8382
Epoch 69/500
225/225 [==============================] - 0s 811us/step - loss: 0.3976 - accuracy: 0.8372
Epoch 70/500
225/225 [==============================] - 0s 802us/step - loss: 0.3973 - accuracy: 0.8374
Epoch 71/500
225/225 [==============================] - 0s 833us/step - loss: 0.3977 - accuracy: 0.8385
Epoch 72/500
225/225 [==============================] - 0s 898us/step - loss: 0.3976 - accuracy: 0.8392
Epoch 73/500
225/225 [==============================] - 0s 804us/step - loss: 0.3973 - accuracy: 0.8382
Epoch 74/500
225/225 [==============================] - 0s 812us/step - loss: 0.3972 - accuracy: 0.8386
Epoch 75/500
225/225 [==============================] - 0s 806us/step - loss: 0.3972 - accuracy: 0.8389
Epoch 76/500
225/225 [==============================] - 0s 822us/step - loss: 0.3971 - accuracy: 0.8386
Epoch 77/500
225/225 [==============================] - 0s 815us/step - loss: 0.3973 - accuracy: 0.8383
Epoch 78/500
225/225 [==============================] - 0s 819us/step - loss: 0.3970 - accuracy: 0.8365
Epoch 79/500
225/225 [==============================] - 0s 796us/step - loss: 0.3972 - accuracy: 0.8397
Epoch 80/500
225/225 [==============================] - 0s 809us/step - loss: 0.3968 - accuracy: 0.8376
Epoch 81/500
225/225 [==============================] - 0s 828us/step - loss: 0.3971 - accuracy: 0.8375
Epoch 82/500
225/225 [==============================] - 0s 826us/step - loss: 0.3967 - accuracy: 0.8392
Epoch 83/500
225/225 [==============================] - 0s 812us/step - loss: 0.3969 - accuracy: 0.8386
Epoch 84/500
225/225 [==============================] - 0s 847us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 85/500
225/225 [==============================] - 0s 807us/step - loss: 0.3965 - accuracy: 0.8386
Epoch 86/500
225/225 [==============================] - 0s 810us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 87/500
225/225 [==============================] - 0s 907us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 88/500
225/225 [==============================] - 0s 847us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 89/500
225/225 [==============================] - 0s 802us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 90/500
225/225 [==============================] - 0s 807us/step - loss: 0.3965 - accuracy: 0.8379
Epoch 91/500
225/225 [==============================] - 0s 802us/step - loss: 0.3966 - accuracy: 0.8372
Epoch 92/500
225/225 [==============================] - 0s 842us/step - loss: 0.3964 - accuracy: 0.8393
Epoch 93/500
225/225 [==============================] - 0s 842us/step - loss: 0.3965 - accuracy: 0.8393
Epoch 94/500
225/225 [==============================] - 0s 816us/step - loss: 0.3965 - accuracy: 0.8372
Epoch 95/500
225/225 [==============================] - 0s 792us/step - loss: 0.3963 - accuracy: 0.8390
Epoch 96/500
225/225 [==============================] - 0s 819us/step - loss: 0.3961 - accuracy: 0.8378
Epoch 97/500
225/225 [==============================] - 0s 809us/step - loss: 0.3963 - accuracy: 0.8396
Epoch 98/500
225/225 [==============================] - 0s 830us/step - loss: 0.3957 - accuracy: 0.8399
Epoch 99/500
225/225 [==============================] - 0s 822us/step - loss: 0.3965 - accuracy: 0.8376
Epoch 100/500
225/225 [==============================] - 0s 812us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 101/500
225/225 [==============================] - 0s 814us/step - loss: 0.3958 - accuracy: 0.8376
Epoch 102/500
225/225 [==============================] - 0s 824us/step - loss: 0.3961 - accuracy: 0.8382
Epoch 103/500
225/225 [==============================] - 0s 804us/step - loss: 0.3961 - accuracy: 0.8383
Epoch 104/500
225/225 [==============================] - 0s 850us/step - loss: 0.3959 - accuracy: 0.8399
Epoch 105/500
225/225 [==============================] - 0s 840us/step - loss: 0.3959 - accuracy: 0.8388
Epoch 106/500
225/225 [==============================] - 0s 833us/step - loss: 0.3959 - accuracy: 0.8382
Epoch 107/500
225/225 [==============================] - 0s 807us/step - loss: 0.3958 - accuracy: 0.8371
Epoch 108/500
225/225 [==============================] - 0s 812us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 109/500
225/225 [==============================] - 0s 837us/step - loss: 0.3960 - accuracy: 0.8399
Epoch 110/500
225/225 [==============================] - 0s 826us/step - loss: 0.3959 - accuracy: 0.8396
Epoch 111/500
225/225 [==============================] - 0s 790us/step - loss: 0.3957 - accuracy: 0.8376
Epoch 112/500
225/225 [==============================] - 0s 816us/step - loss: 0.3959 - accuracy: 0.8393
Epoch 113/500
225/225 [==============================] - 0s 830us/step - loss: 0.3957 - accuracy: 0.8382
Epoch 114/500
225/225 [==============================] - 0s 807us/step - loss: 0.3958 - accuracy: 0.8390
Epoch 115/500
225/225 [==============================] - 0s 855us/step - loss: 0.3957 - accuracy: 0.8389
Epoch 116/500
225/225 [==============================] - 0s 830us/step - loss: 0.3955 - accuracy: 0.8400
Epoch 117/500
225/225 [==============================] - 0s 817us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 118/500
225/225 [==============================] - 0s 817us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 119/500
225/225 [==============================] - 0s 810us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 120/500
225/225 [==============================] - 0s 861us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 121/500
225/225 [==============================] - 0s 818us/step - loss: 0.3954 - accuracy: 0.8392
Epoch 122/500
225/225 [==============================] - 0s 811us/step - loss: 0.3954 - accuracy: 0.8382
Epoch 123/500
225/225 [==============================] - 0s 795us/step - loss: 0.3955 - accuracy: 0.8392
Epoch 124/500
225/225 [==============================] - 0s 818us/step - loss: 0.3954 - accuracy: 0.8400
Epoch 125/500
225/225 [==============================] - 0s 846us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 126/500
225/225 [==============================] - 0s 828us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 127/500
225/225 [==============================] - 0s 797us/step - loss: 0.3956 - accuracy: 0.8378
Epoch 128/500
225/225 [==============================] - 0s 814us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 129/500
225/225 [==============================] - 0s 817us/step - loss: 0.3954 - accuracy: 0.8382
Epoch 130/500
225/225 [==============================] - 0s 804us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 131/500
225/225 [==============================] - 0s 851us/step - loss: 0.3954 - accuracy: 0.8382
Epoch 132/500
225/225 [==============================] - 0s 819us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 133/500
225/225 [==============================] - 0s 822us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 134/500
225/225 [==============================] - 0s 813us/step - loss: 0.3953 - accuracy: 0.8393
Epoch 135/500
225/225 [==============================] - 0s 803us/step - loss: 0.3954 - accuracy: 0.8381
Epoch 136/500
225/225 [==============================] - 0s 834us/step - loss: 0.3953 - accuracy: 0.8393
Epoch 137/500
225/225 [==============================] - 0s 845us/step - loss: 0.3952 - accuracy: 0.8404
Epoch 138/500
225/225 [==============================] - 0s 804us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 139/500
225/225 [==============================] - 0s 799us/step - loss: 0.3952 - accuracy: 0.8393
Epoch 140/500
225/225 [==============================] - 0s 815us/step - loss: 0.3954 - accuracy: 0.8394
Epoch 141/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8385
Epoch 142/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3953 - accuracy: 0.8392
Epoch 143/500
225/225 [==============================] - 0s 818us/step - loss: 0.3952 - accuracy: 0.8393
Epoch 144/500
225/225 [==============================] - 0s 833us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 145/500
225/225 [==============================] - 0s 810us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 146/500
225/225 [==============================] - 0s 925us/step - loss: 0.3951 - accuracy: 0.8396
Epoch 147/500
225/225 [==============================] - 0s 845us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 148/500
225/225 [==============================] - 0s 824us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 149/500
225/225 [==============================] - 0s 806us/step - loss: 0.3949 - accuracy: 0.8399
Epoch 150/500
225/225 [==============================] - 0s 827us/step - loss: 0.3949 - accuracy: 0.8400
Epoch 151/500
225/225 [==============================] - 0s 835us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 152/500
225/225 [==============================] - 0s 826us/step - loss: 0.3950 - accuracy: 0.8397
Epoch 153/500
225/225 [==============================] - 0s 805us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 154/500
225/225 [==============================] - 0s 817us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 155/500
225/225 [==============================] - 0s 873us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 156/500
225/225 [==============================] - 0s 823us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 157/500
225/225 [==============================] - 0s 803us/step - loss: 0.3947 - accuracy: 0.8390
Epoch 158/500
225/225 [==============================] - 0s 873us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 159/500
225/225 [==============================] - 0s 799us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 160/500
225/225 [==============================] - 0s 822us/step - loss: 0.3951 - accuracy: 0.8394
Epoch 161/500
225/225 [==============================] - 0s 805us/step - loss: 0.3946 - accuracy: 0.8399
Epoch 162/500
225/225 [==============================] - 0s 835us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 163/500
225/225 [==============================] - 0s 861us/step - loss: 0.3947 - accuracy: 0.8389
Epoch 164/500
225/225 [==============================] - 0s 819us/step - loss: 0.3946 - accuracy: 0.8394
Epoch 165/500
225/225 [==============================] - 0s 814us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 166/500
225/225 [==============================] - 0s 817us/step - loss: 0.3946 - accuracy: 0.8397
Epoch 167/500
225/225 [==============================] - 0s 853us/step - loss: 0.3946 - accuracy: 0.8400
Epoch 168/500
225/225 [==============================] - 0s 827us/step - loss: 0.3944 - accuracy: 0.8393
Epoch 169/500
225/225 [==============================] - 0s 844us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 170/500
225/225 [==============================] - 0s 824us/step - loss: 0.3942 - accuracy: 0.8393
Epoch 171/500
225/225 [==============================] - 0s 834us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 172/500
225/225 [==============================] - 0s 848us/step - loss: 0.3943 - accuracy: 0.8397
Epoch 173/500
225/225 [==============================] - 0s 965us/step - loss: 0.3940 - accuracy: 0.8390
Epoch 174/500
225/225 [==============================] - 0s 804us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 175/500
225/225 [==============================] - 0s 818us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 176/500
225/225 [==============================] - 0s 824us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 177/500
225/225 [==============================] - 0s 868us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 178/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3940 - accuracy: 0.8389
Epoch 179/500
225/225 [==============================] - 0s 803us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 180/500
225/225 [==============================] - 0s 819us/step - loss: 0.3935 - accuracy: 0.8383
Epoch 181/500
225/225 [==============================] - 0s 822us/step - loss: 0.3933 - accuracy: 0.8400
Epoch 182/500
225/225 [==============================] - 0s 804us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 183/500
225/225 [==============================] - 0s 851us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 184/500
225/225 [==============================] - 0s 833us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 185/500
225/225 [==============================] - 0s 820us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 186/500
225/225 [==============================] - 0s 817us/step - loss: 0.3932 - accuracy: 0.8383
Epoch 187/500
225/225 [==============================] - 0s 811us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 188/500
225/225 [==============================] - 0s 853us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 189/500
225/225 [==============================] - 0s 854us/step - loss: 0.3932 - accuracy: 0.8372
Epoch 190/500
225/225 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 191/500
225/225 [==============================] - 0s 809us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 192/500
225/225 [==============================] - 0s 830us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 193/500
225/225 [==============================] - 0s 857us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 194/500
225/225 [==============================] - 0s 828us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 195/500
225/225 [==============================] - 0s 809us/step - loss: 0.3929 - accuracy: 0.8386
Epoch 196/500
225/225 [==============================] - 0s 820us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 197/500
225/225 [==============================] - 0s 827us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 198/500
225/225 [==============================] - 0s 840us/step - loss: 0.3932 - accuracy: 0.8390
Epoch 199/500
225/225 [==============================] - 0s 800us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 200/500
225/225 [==============================] - 0s 822us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 201/500
225/225 [==============================] - 0s 809us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 202/500
225/225 [==============================] - 0s 820us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 203/500
225/225 [==============================] - 0s 798us/step - loss: 0.3931 - accuracy: 0.8392
Epoch 204/500
225/225 [==============================] - 0s 877us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 205/500
225/225 [==============================] - 0s 843us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 206/500
225/225 [==============================] - 0s 805us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 207/500
225/225 [==============================] - 0s 801us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 208/500
225/225 [==============================] - 0s 957us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 209/500
225/225 [==============================] - 0s 811us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 210/500
225/225 [==============================] - 0s 828us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 211/500
225/225 [==============================] - 0s 823us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 212/500
225/225 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8389
Epoch 213/500
225/225 [==============================] - 0s 825us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 214/500
225/225 [==============================] - 0s 833us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 215/500
225/225 [==============================] - 0s 858us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 216/500
225/225 [==============================] - 0s 888us/step - loss: 0.3930 - accuracy: 0.8396
Epoch 217/500
225/225 [==============================] - 0s 843us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 218/500
225/225 [==============================] - 0s 878us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 219/500
225/225 [==============================] - 0s 830us/step - loss: 0.3930 - accuracy: 0.8390
Epoch 220/500
225/225 [==============================] - 0s 862us/step - loss: 0.3931 - accuracy: 0.8388
Epoch 221/500
225/225 [==============================] - 0s 817us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 222/500
225/225 [==============================] - 0s 819us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 223/500
225/225 [==============================] - 0s 815us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 224/500
225/225 [==============================] - 0s 824us/step - loss: 0.3929 - accuracy: 0.8394
Epoch 225/500
225/225 [==============================] - 0s 838us/step - loss: 0.3931 - accuracy: 0.8379
Epoch 226/500
225/225 [==============================] - 0s 812us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 227/500
225/225 [==============================] - 0s 806us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 228/500
225/225 [==============================] - 0s 811us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 229/500
225/225 [==============================] - 0s 824us/step - loss: 0.3928 - accuracy: 0.8374
Epoch 230/500
225/225 [==============================] - 0s 912us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 231/500
225/225 [==============================] - 0s 799us/step - loss: 0.3929 - accuracy: 0.8381
Epoch 232/500
225/225 [==============================] - 0s 816us/step - loss: 0.3929 - accuracy: 0.8386
Epoch 233/500
225/225 [==============================] - 0s 815us/step - loss: 0.3930 - accuracy: 0.8393
Epoch 234/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3927 - accuracy: 0.8375
Epoch 235/500
225/225 [==============================] - 0s 858us/step - loss: 0.3930 - accuracy: 0.8381
Epoch 236/500
225/225 [==============================] - 0s 802us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 237/500
225/225 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 238/500
225/225 [==============================] - 0s 810us/step - loss: 0.3928 - accuracy: 0.8386
Epoch 239/500
225/225 [==============================] - 0s 822us/step - loss: 0.3926 - accuracy: 0.8394
Epoch 240/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8385
Epoch 241/500
225/225 [==============================] - 0s 816us/step - loss: 0.3927 - accuracy: 0.8393
Epoch 242/500
225/225 [==============================] - 0s 843us/step - loss: 0.3928 - accuracy: 0.8381
Epoch 243/500
225/225 [==============================] - 0s 810us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 244/500
225/225 [==============================] - 0s 806us/step - loss: 0.3929 - accuracy: 0.8376
Epoch 245/500
225/225 [==============================] - 0s 823us/step - loss: 0.3929 - accuracy: 0.8379
Epoch 246/500
225/225 [==============================] - 0s 836us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 247/500
225/225 [==============================] - 0s 824us/step - loss: 0.3926 - accuracy: 0.8390
Epoch 248/500
225/225 [==============================] - 0s 807us/step - loss: 0.3929 - accuracy: 0.8379
Epoch 249/500
225/225 [==============================] - 0s 813us/step - loss: 0.3927 - accuracy: 0.8379
Epoch 250/500
225/225 [==============================] - 0s 827us/step - loss: 0.3925 - accuracy: 0.8371
Epoch 251/500
225/225 [==============================] - 0s 847us/step - loss: 0.3928 - accuracy: 0.8374
Epoch 252/500
225/225 [==============================] - 0s 809us/step - loss: 0.3925 - accuracy: 0.8368
Epoch 253/500
225/225 [==============================] - 0s 828us/step - loss: 0.3927 - accuracy: 0.8375
Epoch 254/500
225/225 [==============================] - 0s 818us/step - loss: 0.3923 - accuracy: 0.8367
Epoch 255/500
225/225 [==============================] - 0s 826us/step - loss: 0.3926 - accuracy: 0.8369
Epoch 256/500
225/225 [==============================] - 0s 861us/step - loss: 0.3925 - accuracy: 0.8386
Epoch 257/500
225/225 [==============================] - 0s 807us/step - loss: 0.3928 - accuracy: 0.8375
Epoch 258/500
225/225 [==============================] - 0s 815us/step - loss: 0.3925 - accuracy: 0.8374
Epoch 259/500
225/225 [==============================] - 0s 816us/step - loss: 0.3925 - accuracy: 0.8364
Epoch 260/500
225/225 [==============================] - 0s 809us/step - loss: 0.3923 - accuracy: 0.8379
Epoch 261/500
225/225 [==============================] - 0s 805us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 262/500
225/225 [==============================] - 0s 834us/step - loss: 0.3923 - accuracy: 0.8375
Epoch 263/500
225/225 [==============================] - 0s 834us/step - loss: 0.3925 - accuracy: 0.8382
Epoch 264/500
225/225 [==============================] - 0s 814us/step - loss: 0.3922 - accuracy: 0.8363
Epoch 265/500
225/225 [==============================] - 0s 802us/step - loss: 0.3921 - accuracy: 0.8386
Epoch 266/500
225/225 [==============================] - 0s 813us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 267/500
225/225 [==============================] - 0s 853us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 268/500
225/225 [==============================] - 0s 807us/step - loss: 0.3923 - accuracy: 0.8365
Epoch 269/500
225/225 [==============================] - 0s 807us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 270/500
225/225 [==============================] - 0s 808us/step - loss: 0.3920 - accuracy: 0.8386
Epoch 271/500
225/225 [==============================] - 0s 804us/step - loss: 0.3920 - accuracy: 0.8386
Epoch 272/500
225/225 [==============================] - 0s 852us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 273/500
225/225 [==============================] - 0s 811us/step - loss: 0.3918 - accuracy: 0.8389
Epoch 274/500
225/225 [==============================] - 0s 805us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 275/500
225/225 [==============================] - 0s 810us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 276/500
225/225 [==============================] - 0s 803us/step - loss: 0.3918 - accuracy: 0.8368
Epoch 277/500
225/225 [==============================] - 0s 800us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 278/500
225/225 [==============================] - 0s 830us/step - loss: 0.3916 - accuracy: 0.8371
Epoch 279/500
225/225 [==============================] - 0s 807us/step - loss: 0.3917 - accuracy: 0.8385
Epoch 280/500
225/225 [==============================] - 0s 812us/step - loss: 0.3916 - accuracy: 0.8371
Epoch 281/500
225/225 [==============================] - 0s 797us/step - loss: 0.3917 - accuracy: 0.8393
Epoch 282/500
225/225 [==============================] - 0s 805us/step - loss: 0.3913 - accuracy: 0.8383
Epoch 283/500
225/225 [==============================] - 0s 847us/step - loss: 0.3915 - accuracy: 0.8369
Epoch 284/500
225/225 [==============================] - 0s 797us/step - loss: 0.3910 - accuracy: 0.8393
Epoch 285/500
225/225 [==============================] - 0s 807us/step - loss: 0.3913 - accuracy: 0.8372
Epoch 286/500
225/225 [==============================] - 0s 816us/step - loss: 0.3913 - accuracy: 0.8381
Epoch 287/500
225/225 [==============================] - 0s 810us/step - loss: 0.3914 - accuracy: 0.8385
Epoch 288/500
225/225 [==============================] - 0s 816us/step - loss: 0.3911 - accuracy: 0.8372
Epoch 289/500
225/225 [==============================] - 0s 850us/step - loss: 0.3910 - accuracy: 0.8385
Epoch 290/500
225/225 [==============================] - 0s 806us/step - loss: 0.3909 - accuracy: 0.8374
Epoch 291/500
225/225 [==============================] - 0s 812us/step - loss: 0.3908 - accuracy: 0.8383
Epoch 292/500
225/225 [==============================] - 0s 862us/step - loss: 0.3911 - accuracy: 0.8385
Epoch 293/500
225/225 [==============================] - 0s 803us/step - loss: 0.3911 - accuracy: 0.8368
Epoch 294/500
225/225 [==============================] - 0s 813us/step - loss: 0.3909 - accuracy: 0.8394
Epoch 295/500
225/225 [==============================] - 0s 807us/step - loss: 0.3910 - accuracy: 0.8371
Epoch 296/500
225/225 [==============================] - 0s 811us/step - loss: 0.3911 - accuracy: 0.8375
Epoch 297/500
225/225 [==============================] - 0s 804us/step - loss: 0.3908 - accuracy: 0.8378
Epoch 298/500
225/225 [==============================] - 0s 802us/step - loss: 0.3908 - accuracy: 0.8381
Epoch 299/500
225/225 [==============================] - 0s 811us/step - loss: 0.3908 - accuracy: 0.8382
Epoch 300/500
225/225 [==============================] - 0s 857us/step - loss: 0.3905 - accuracy: 0.8375
Epoch 301/500
225/225 [==============================] - 0s 814us/step - loss: 0.3908 - accuracy: 0.8381
Epoch 302/500
225/225 [==============================] - 0s 812us/step - loss: 0.3908 - accuracy: 0.8382
Epoch 303/500
225/225 [==============================] - 0s 801us/step - loss: 0.3905 - accuracy: 0.8381
Epoch 304/500
225/225 [==============================] - 0s 850us/step - loss: 0.3905 - accuracy: 0.8371
Epoch 305/500
225/225 [==============================] - 0s 808us/step - loss: 0.3905 - accuracy: 0.8388
Epoch 306/500
225/225 [==============================] - 0s 869us/step - loss: 0.3906 - accuracy: 0.8375
Epoch 307/500
225/225 [==============================] - 0s 892us/step - loss: 0.3906 - accuracy: 0.8381
Epoch 308/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3906 - accuracy: 0.8371
Epoch 309/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3903 - accuracy: 0.8385
Epoch 310/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8369
Epoch 311/500
225/225 [==============================] - 0s 940us/step - loss: 0.3906 - accuracy: 0.8386
Epoch 312/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8372
Epoch 313/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3902 - accuracy: 0.8393
Epoch 314/500
225/225 [==============================] - 0s 944us/step - loss: 0.3901 - accuracy: 0.8383
Epoch 315/500
225/225 [==============================] - 0s 891us/step - loss: 0.3901 - accuracy: 0.8378
Epoch 316/500
225/225 [==============================] - 0s 994us/step - loss: 0.3903 - accuracy: 0.8385
Epoch 317/500
225/225 [==============================] - 0s 942us/step - loss: 0.3903 - accuracy: 0.8385
Epoch 318/500
225/225 [==============================] - 0s 970us/step - loss: 0.3899 - accuracy: 0.8376
Epoch 319/500
225/225 [==============================] - 0s 934us/step - loss: 0.3902 - accuracy: 0.8368
Epoch 320/500
225/225 [==============================] - 0s 979us/step - loss: 0.3898 - accuracy: 0.8381
Epoch 321/500
225/225 [==============================] - 0s 843us/step - loss: 0.3901 - accuracy: 0.8386
Epoch 322/500
225/225 [==============================] - 0s 916us/step - loss: 0.3902 - accuracy: 0.8376
Epoch 323/500
225/225 [==============================] - 0s 888us/step - loss: 0.3901 - accuracy: 0.8394
Epoch 324/500
225/225 [==============================] - 0s 909us/step - loss: 0.3901 - accuracy: 0.8383
Epoch 325/500
225/225 [==============================] - 0s 883us/step - loss: 0.3899 - accuracy: 0.8385
Epoch 326/500
225/225 [==============================] - 0s 824us/step - loss: 0.3900 - accuracy: 0.8376
Epoch 327/500
225/225 [==============================] - 0s 819us/step - loss: 0.3898 - accuracy: 0.8382
Epoch 328/500
225/225 [==============================] - 0s 831us/step - loss: 0.3900 - accuracy: 0.8396
Epoch 329/500
225/225 [==============================] - 0s 825us/step - loss: 0.3898 - accuracy: 0.8382
Epoch 330/500
225/225 [==============================] - 0s 812us/step - loss: 0.3896 - accuracy: 0.8383
Epoch 331/500
225/225 [==============================] - 0s 818us/step - loss: 0.3898 - accuracy: 0.8376
Epoch 332/500
225/225 [==============================] - 0s 836us/step - loss: 0.3900 - accuracy: 0.8386
Epoch 333/500
225/225 [==============================] - 0s 949us/step - loss: 0.3899 - accuracy: 0.8382
Epoch 334/500
225/225 [==============================] - 0s 825us/step - loss: 0.3898 - accuracy: 0.8392
Epoch 335/500
225/225 [==============================] - 0s 838us/step - loss: 0.3898 - accuracy: 0.8381
Epoch 336/500
225/225 [==============================] - 0s 940us/step - loss: 0.3898 - accuracy: 0.8379
Epoch 337/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3899 - accuracy: 0.8386
Epoch 338/500
225/225 [==============================] - 0s 919us/step - loss: 0.3898 - accuracy: 0.8378
Epoch 339/500
225/225 [==============================] - 0s 923us/step - loss: 0.3899 - accuracy: 0.8383
Epoch 340/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3897 - accuracy: 0.8390
Epoch 341/500
225/225 [==============================] - 0s 883us/step - loss: 0.3898 - accuracy: 0.8392
Epoch 342/500
225/225 [==============================] - 0s 846us/step - loss: 0.3897 - accuracy: 0.8397
Epoch 343/500
225/225 [==============================] - 0s 821us/step - loss: 0.3897 - accuracy: 0.8379
Epoch 344/500
225/225 [==============================] - 0s 820us/step - loss: 0.3897 - accuracy: 0.8394
Epoch 345/500
225/225 [==============================] - 0s 818us/step - loss: 0.3896 - accuracy: 0.8385
Epoch 346/500
225/225 [==============================] - 0s 794us/step - loss: 0.3897 - accuracy: 0.8388
Epoch 347/500
225/225 [==============================] - 0s 833us/step - loss: 0.3896 - accuracy: 0.8390
Epoch 348/500
225/225 [==============================] - 0s 842us/step - loss: 0.3897 - accuracy: 0.8385
Epoch 349/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3895 - accuracy: 0.8389
Epoch 350/500
225/225 [==============================] - 0s 993us/step - loss: 0.3897 - accuracy: 0.8390
Epoch 351/500
225/225 [==============================] - 0s 822us/step - loss: 0.3894 - accuracy: 0.8397
Epoch 352/500
225/225 [==============================] - 0s 817us/step - loss: 0.3897 - accuracy: 0.8392
Epoch 353/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3893 - accuracy: 0.8401
Epoch 354/500
225/225 [==============================] - 0s 811us/step - loss: 0.3894 - accuracy: 0.8381
Epoch 355/500
225/225 [==============================] - 0s 826us/step - loss: 0.3890 - accuracy: 0.8389
Epoch 356/500
225/225 [==============================] - 0s 841us/step - loss: 0.3892 - accuracy: 0.8386
Epoch 357/500
225/225 [==============================] - 0s 825us/step - loss: 0.3895 - accuracy: 0.8393
Epoch 358/500
225/225 [==============================] - 0s 806us/step - loss: 0.3892 - accuracy: 0.8376
Epoch 359/500
225/225 [==============================] - 0s 865us/step - loss: 0.3893 - accuracy: 0.8399
Epoch 360/500
225/225 [==============================] - 0s 824us/step - loss: 0.3893 - accuracy: 0.8392
Epoch 361/500
225/225 [==============================] - 0s 882us/step - loss: 0.3891 - accuracy: 0.8397
Epoch 362/500
225/225 [==============================] - 0s 942us/step - loss: 0.3892 - accuracy: 0.8386
Epoch 363/500
225/225 [==============================] - 0s 888us/step - loss: 0.3894 - accuracy: 0.8389
Epoch 364/500
225/225 [==============================] - 0s 885us/step - loss: 0.3893 - accuracy: 0.8390
Epoch 365/500
225/225 [==============================] - 0s 880us/step - loss: 0.3892 - accuracy: 0.8388
Epoch 366/500
225/225 [==============================] - 0s 853us/step - loss: 0.3893 - accuracy: 0.8397
Epoch 367/500
225/225 [==============================] - 0s 855us/step - loss: 0.3893 - accuracy: 0.8401
Epoch 368/500
225/225 [==============================] - 0s 798us/step - loss: 0.3891 - accuracy: 0.8392
Epoch 369/500
225/225 [==============================] - 0s 823us/step - loss: 0.3891 - accuracy: 0.8400
Epoch 370/500
225/225 [==============================] - 0s 806us/step - loss: 0.3883 - accuracy: 0.8386
Epoch 371/500
225/225 [==============================] - 0s 815us/step - loss: 0.3888 - accuracy: 0.8393
Epoch 372/500
225/225 [==============================] - 0s 826us/step - loss: 0.3890 - accuracy: 0.8388
Epoch 373/500
225/225 [==============================] - 0s 818us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 374/500
225/225 [==============================] - 0s 818us/step - loss: 0.3891 - accuracy: 0.8386
Epoch 375/500
225/225 [==============================] - 0s 809us/step - loss: 0.3890 - accuracy: 0.8397
Epoch 376/500
225/225 [==============================] - 0s 820us/step - loss: 0.3889 - accuracy: 0.8394
Epoch 377/500
225/225 [==============================] - 0s 840us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 378/500
225/225 [==============================] - 0s 815us/step - loss: 0.3888 - accuracy: 0.8394
Epoch 379/500
225/225 [==============================] - 0s 805us/step - loss: 0.3890 - accuracy: 0.8383
Epoch 380/500
225/225 [==============================] - 0s 818us/step - loss: 0.3884 - accuracy: 0.8403
Epoch 381/500
225/225 [==============================] - 0s 835us/step - loss: 0.3890 - accuracy: 0.8399
Epoch 382/500
225/225 [==============================] - 0s 847us/step - loss: 0.3888 - accuracy: 0.8404
Epoch 383/500
225/225 [==============================] - 0s 804us/step - loss: 0.3887 - accuracy: 0.8379
Epoch 384/500
225/225 [==============================] - 0s 812us/step - loss: 0.3889 - accuracy: 0.8396
Epoch 385/500
225/225 [==============================] - 0s 810us/step - loss: 0.3888 - accuracy: 0.8385
Epoch 386/500
225/225 [==============================] - 0s 835us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 387/500
225/225 [==============================] - 0s 872us/step - loss: 0.3886 - accuracy: 0.8392
Epoch 388/500
225/225 [==============================] - 0s 798us/step - loss: 0.3888 - accuracy: 0.8392
Epoch 389/500
225/225 [==============================] - 0s 820us/step - loss: 0.3884 - accuracy: 0.8388
Epoch 390/500
225/225 [==============================] - 0s 814us/step - loss: 0.3889 - accuracy: 0.8393
Epoch 391/500
225/225 [==============================] - 0s 817us/step - loss: 0.3885 - accuracy: 0.8368
Epoch 392/500
225/225 [==============================] - 0s 832us/step - loss: 0.3888 - accuracy: 0.8396
Epoch 393/500
225/225 [==============================] - 0s 817us/step - loss: 0.3888 - accuracy: 0.8401
Epoch 394/500
225/225 [==============================] - 0s 844us/step - loss: 0.3885 - accuracy: 0.8385
Epoch 395/500
225/225 [==============================] - 0s 792us/step - loss: 0.3885 - accuracy: 0.8382
Epoch 396/500
225/225 [==============================] - 0s 809us/step - loss: 0.3886 - accuracy: 0.8393
Epoch 397/500
225/225 [==============================] - 0s 814us/step - loss: 0.3884 - accuracy: 0.8386
Epoch 398/500
225/225 [==============================] - 0s 830us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 399/500
225/225 [==============================] - 0s 806us/step - loss: 0.3888 - accuracy: 0.8393
Epoch 400/500
225/225 [==============================] - 0s 813us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 401/500
225/225 [==============================] - 0s 813us/step - loss: 0.3884 - accuracy: 0.8383
Epoch 402/500
225/225 [==============================] - 0s 824us/step - loss: 0.3885 - accuracy: 0.8396
Epoch 403/500
225/225 [==============================] - 0s 831us/step - loss: 0.3886 - accuracy: 0.8389
Epoch 404/500
225/225 [==============================] - 0s 810us/step - loss: 0.3885 - accuracy: 0.8390
Epoch 405/500
225/225 [==============================] - 0s 820us/step - loss: 0.3887 - accuracy: 0.8386
Epoch 406/500
225/225 [==============================] - 0s 813us/step - loss: 0.3886 - accuracy: 0.8374
Epoch 407/500
225/225 [==============================] - 0s 805us/step - loss: 0.3886 - accuracy: 0.8382
Epoch 408/500
225/225 [==============================] - 0s 860us/step - loss: 0.3885 - accuracy: 0.8393
Epoch 409/500
225/225 [==============================] - 0s 816us/step - loss: 0.3883 - accuracy: 0.8390
Epoch 410/500
225/225 [==============================] - 0s 826us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 411/500
225/225 [==============================] - 0s 799us/step - loss: 0.3883 - accuracy: 0.8403
Epoch 412/500
225/225 [==============================] - 0s 817us/step - loss: 0.3884 - accuracy: 0.8390
Epoch 413/500
225/225 [==============================] - 0s 823us/step - loss: 0.3885 - accuracy: 0.8385
Epoch 414/500
225/225 [==============================] - 0s 907us/step - loss: 0.3884 - accuracy: 0.8388
Epoch 415/500
225/225 [==============================] - 0s 839us/step - loss: 0.3883 - accuracy: 0.8385
Epoch 416/500
225/225 [==============================] - 0s 798us/step - loss: 0.3884 - accuracy: 0.8386
Epoch 417/500
225/225 [==============================] - 0s 814us/step - loss: 0.3881 - accuracy: 0.8396
Epoch 418/500
225/225 [==============================] - 0s 820us/step - loss: 0.3885 - accuracy: 0.8396
Epoch 419/500
225/225 [==============================] - 0s 811us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 420/500
225/225 [==============================] - 0s 815us/step - loss: 0.3885 - accuracy: 0.8389
Epoch 421/500
225/225 [==============================] - 0s 841us/step - loss: 0.3884 - accuracy: 0.8399
Epoch 422/500
225/225 [==============================] - 0s 814us/step - loss: 0.3884 - accuracy: 0.8390
Epoch 423/500
225/225 [==============================] - 0s 810us/step - loss: 0.3886 - accuracy: 0.8400
Epoch 424/500
225/225 [==============================] - 0s 811us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 425/500
225/225 [==============================] - 0s 814us/step - loss: 0.3883 - accuracy: 0.8393
Epoch 426/500
225/225 [==============================] - 0s 831us/step - loss: 0.3883 - accuracy: 0.8396
Epoch 427/500
225/225 [==============================] - 0s 800us/step - loss: 0.3885 - accuracy: 0.8388
Epoch 428/500
225/225 [==============================] - 0s 932us/step - loss: 0.3880 - accuracy: 0.8401
Epoch 429/500
225/225 [==============================] - 0s 826us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 430/500
225/225 [==============================] - 0s 865us/step - loss: 0.3884 - accuracy: 0.8394
Epoch 431/500
225/225 [==============================] - 0s 810us/step - loss: 0.3880 - accuracy: 0.8397
Epoch 432/500
225/225 [==============================] - 0s 824us/step - loss: 0.3885 - accuracy: 0.8394
Epoch 433/500
225/225 [==============================] - 0s 817us/step - loss: 0.3884 - accuracy: 0.8389
Epoch 434/500
225/225 [==============================] - 0s 828us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 435/500
225/225 [==============================] - 0s 844us/step - loss: 0.3884 - accuracy: 0.8396
Epoch 436/500
225/225 [==============================] - 0s 809us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 437/500
225/225 [==============================] - 0s 824us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 438/500
225/225 [==============================] - 0s 815us/step - loss: 0.3882 - accuracy: 0.8408
Epoch 439/500
225/225 [==============================] - 0s 804us/step - loss: 0.3884 - accuracy: 0.8386
Epoch 440/500
225/225 [==============================] - 0s 817us/step - loss: 0.3884 - accuracy: 0.8403
Epoch 441/500
225/225 [==============================] - 0s 848us/step - loss: 0.3883 - accuracy: 0.8397
Epoch 442/500
225/225 [==============================] - 0s 825us/step - loss: 0.3883 - accuracy: 0.8386
Epoch 443/500
225/225 [==============================] - 0s 796us/step - loss: 0.3883 - accuracy: 0.8397
Epoch 444/500
225/225 [==============================] - 0s 817us/step - loss: 0.3883 - accuracy: 0.8386
Epoch 445/500
225/225 [==============================] - 0s 814us/step - loss: 0.3885 - accuracy: 0.8397
Epoch 446/500
225/225 [==============================] - 0s 860us/step - loss: 0.3884 - accuracy: 0.8389
Epoch 447/500
225/225 [==============================] - 0s 836us/step - loss: 0.3885 - accuracy: 0.8396
Epoch 448/500
225/225 [==============================] - 0s 815us/step - loss: 0.3881 - accuracy: 0.8392
Epoch 449/500
225/225 [==============================] - 0s 820us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 450/500
225/225 [==============================] - 0s 823us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 451/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8406
Epoch 452/500
225/225 [==============================] - 0s 824us/step - loss: 0.3885 - accuracy: 0.8382
Epoch 453/500
225/225 [==============================] - 0s 816us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 454/500
225/225 [==============================] - 0s 811us/step - loss: 0.3882 - accuracy: 0.8390
Epoch 455/500
225/225 [==============================] - 0s 834us/step - loss: 0.3882 - accuracy: 0.8400
Epoch 456/500
225/225 [==============================] - 0s 836us/step - loss: 0.3885 - accuracy: 0.8375
Epoch 457/500
225/225 [==============================] - 0s 818us/step - loss: 0.3883 - accuracy: 0.8379
Epoch 458/500
225/225 [==============================] - 0s 824us/step - loss: 0.3883 - accuracy: 0.8389
Epoch 459/500
225/225 [==============================] - 0s 814us/step - loss: 0.3882 - accuracy: 0.8394
Epoch 460/500
225/225 [==============================] - 0s 940us/step - loss: 0.3885 - accuracy: 0.8393
Epoch 461/500
225/225 [==============================] - 0s 827us/step - loss: 0.3882 - accuracy: 0.8393
Epoch 462/500
225/225 [==============================] - 0s 827us/step - loss: 0.3878 - accuracy: 0.8397
Epoch 463/500
225/225 [==============================] - 0s 832us/step - loss: 0.3881 - accuracy: 0.8389
Epoch 464/500
225/225 [==============================] - 0s 802us/step - loss: 0.3883 - accuracy: 0.8396
Epoch 465/500
225/225 [==============================] - 0s 818us/step - loss: 0.3882 - accuracy: 0.8399
Epoch 466/500
225/225 [==============================] - 0s 823us/step - loss: 0.3884 - accuracy: 0.8394
Epoch 467/500
225/225 [==============================] - 0s 838us/step - loss: 0.3883 - accuracy: 0.8406
Epoch 468/500
225/225 [==============================] - 0s 838us/step - loss: 0.3878 - accuracy: 0.8403
Epoch 469/500
225/225 [==============================] - 0s 815us/step - loss: 0.3882 - accuracy: 0.8403
Epoch 470/500
225/225 [==============================] - 0s 817us/step - loss: 0.3882 - accuracy: 0.8403
Epoch 471/500
225/225 [==============================] - 0s 826us/step - loss: 0.3882 - accuracy: 0.8393
Epoch 472/500
225/225 [==============================] - 0s 853us/step - loss: 0.3883 - accuracy: 0.8393
Epoch 473/500
225/225 [==============================] - 0s 804us/step - loss: 0.3882 - accuracy: 0.8399
Epoch 474/500
225/225 [==============================] - 0s 836us/step - loss: 0.3884 - accuracy: 0.8408
Epoch 475/500
225/225 [==============================] - 0s 821us/step - loss: 0.3882 - accuracy: 0.8407
Epoch 476/500
225/225 [==============================] - 0s 823us/step - loss: 0.3882 - accuracy: 0.8394
Epoch 477/500
225/225 [==============================] - 0s 850us/step - loss: 0.3881 - accuracy: 0.8403
Epoch 478/500
225/225 [==============================] - 0s 821us/step - loss: 0.3881 - accuracy: 0.8396
Epoch 479/500
225/225 [==============================] - 0s 862us/step - loss: 0.3881 - accuracy: 0.8390
Epoch 480/500
225/225 [==============================] - 0s 832us/step - loss: 0.3881 - accuracy: 0.8400
Epoch 481/500
225/225 [==============================] - 0s 804us/step - loss: 0.3883 - accuracy: 0.8394
Epoch 482/500
225/225 [==============================] - 0s 827us/step - loss: 0.3884 - accuracy: 0.8390
Epoch 483/500
225/225 [==============================] - 0s 870us/step - loss: 0.3879 - accuracy: 0.8399
Epoch 484/500
225/225 [==============================] - 0s 838us/step - loss: 0.3884 - accuracy: 0.8393
Epoch 485/500
225/225 [==============================] - 0s 805us/step - loss: 0.3883 - accuracy: 0.8393
Epoch 486/500
225/225 [==============================] - 0s 820us/step - loss: 0.3883 - accuracy: 0.8407
Epoch 487/500
225/225 [==============================] - 0s 833us/step - loss: 0.3879 - accuracy: 0.8397
Epoch 488/500
225/225 [==============================] - 0s 857us/step - loss: 0.3883 - accuracy: 0.8400
Epoch 489/500
225/225 [==============================] - 0s 805us/step - loss: 0.3881 - accuracy: 0.8404
Epoch 490/500
225/225 [==============================] - 0s 832us/step - loss: 0.3880 - accuracy: 0.8407
Epoch 491/500
225/225 [==============================] - 0s 818us/step - loss: 0.3881 - accuracy: 0.8390
Epoch 492/500
225/225 [==============================] - 0s 819us/step - loss: 0.3884 - accuracy: 0.8403
Epoch 493/500
225/225 [==============================] - 0s 821us/step - loss: 0.3882 - accuracy: 0.8406
Epoch 494/500
225/225 [==============================] - 0s 824us/step - loss: 0.3882 - accuracy: 0.8396
Epoch 495/500
225/225 [==============================] - 0s 831us/step - loss: 0.3882 - accuracy: 0.8400
Epoch 496/500
225/225 [==============================] - 0s 831us/step - loss: 0.3880 - accuracy: 0.8396
Epoch 497/500
225/225 [==============================] - 0s 808us/step - loss: 0.3882 - accuracy: 0.8411
Epoch 498/500
225/225 [==============================] - 0s 846us/step - loss: 0.3882 - accuracy: 0.8389
Epoch 499/500
225/225 [==============================] - 0s 819us/step - loss: 0.3882 - accuracy: 0.8403
Epoch 500/500
225/225 [==============================] - 0s 849us/step - loss: 0.3881 - accuracy: 0.8399
Epoch 1/500
225/225 [==============================] - 0s 884us/step - loss: 0.6387 - accuracy: 0.7914
Epoch 2/500
225/225 [==============================] - 0s 861us/step - loss: 0.4939 - accuracy: 0.7940
Epoch 3/500
225/225 [==============================] - 0s 853us/step - loss: 0.4432 - accuracy: 0.7940
Epoch 4/500
225/225 [==============================] - 0s 842us/step - loss: 0.4359 - accuracy: 0.7940
Epoch 5/500
225/225 [==============================] - 0s 840us/step - loss: 0.4334 - accuracy: 0.7940
Epoch 6/500
225/225 [==============================] - 0s 910us/step - loss: 0.4317 - accuracy: 0.7940
Epoch 7/500
225/225 [==============================] - 0s 840us/step - loss: 0.4304 - accuracy: 0.7940
Epoch 8/500
225/225 [==============================] - 0s 856us/step - loss: 0.4291 - accuracy: 0.7940
Epoch 9/500
225/225 [==============================] - 0s 840us/step - loss: 0.4278 - accuracy: 0.7940
Epoch 10/500
225/225 [==============================] - 0s 840us/step - loss: 0.4266 - accuracy: 0.7940
Epoch 11/500
225/225 [==============================] - 0s 875us/step - loss: 0.4255 - accuracy: 0.7940
Epoch 12/500
225/225 [==============================] - 0s 871us/step - loss: 0.4245 - accuracy: 0.8057
Epoch 13/500
225/225 [==============================] - 0s 861us/step - loss: 0.4236 - accuracy: 0.8213
Epoch 14/500
225/225 [==============================] - 0s 842us/step - loss: 0.4224 - accuracy: 0.8228
Epoch 15/500
225/225 [==============================] - 0s 878us/step - loss: 0.4219 - accuracy: 0.8257
Epoch 16/500
225/225 [==============================] - 0s 851us/step - loss: 0.4211 - accuracy: 0.8258
Epoch 17/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4202 - accuracy: 0.8271
Epoch 18/500
225/225 [==============================] - 0s 819us/step - loss: 0.4194 - accuracy: 0.8264
Epoch 19/500
225/225 [==============================] - 0s 794us/step - loss: 0.4187 - accuracy: 0.8264
Epoch 20/500
225/225 [==============================] - 0s 797us/step - loss: 0.4175 - accuracy: 0.8281
Epoch 21/500
225/225 [==============================] - 0s 811us/step - loss: 0.4171 - accuracy: 0.8289
Epoch 22/500
225/225 [==============================] - 0s 938us/step - loss: 0.4165 - accuracy: 0.8286
Epoch 23/500
225/225 [==============================] - 0s 818us/step - loss: 0.4159 - accuracy: 0.8296
Epoch 24/500
225/225 [==============================] - 0s 811us/step - loss: 0.4152 - accuracy: 0.8297
Epoch 25/500
225/225 [==============================] - 0s 808us/step - loss: 0.4145 - accuracy: 0.8294
Epoch 26/500
225/225 [==============================] - 0s 821us/step - loss: 0.4139 - accuracy: 0.8308
Epoch 27/500
225/225 [==============================] - 0s 802us/step - loss: 0.4133 - accuracy: 0.8301
Epoch 28/500
225/225 [==============================] - 0s 789us/step - loss: 0.4125 - accuracy: 0.8304
Epoch 29/500
225/225 [==============================] - 0s 818us/step - loss: 0.4119 - accuracy: 0.8311
Epoch 30/500
225/225 [==============================] - 0s 810us/step - loss: 0.4113 - accuracy: 0.8306
Epoch 31/500
225/225 [==============================] - 0s 807us/step - loss: 0.4106 - accuracy: 0.8308
Epoch 32/500
225/225 [==============================] - 0s 811us/step - loss: 0.4099 - accuracy: 0.8304
Epoch 33/500
225/225 [==============================] - 0s 804us/step - loss: 0.4092 - accuracy: 0.8313
Epoch 34/500
225/225 [==============================] - 0s 819us/step - loss: 0.4085 - accuracy: 0.8325
Epoch 35/500
225/225 [==============================] - 0s 798us/step - loss: 0.4079 - accuracy: 0.8318
Epoch 36/500
225/225 [==============================] - 0s 787us/step - loss: 0.4074 - accuracy: 0.8325
Epoch 37/500
225/225 [==============================] - 0s 839us/step - loss: 0.4066 - accuracy: 0.8317
Epoch 38/500
225/225 [==============================] - 0s 812us/step - loss: 0.4061 - accuracy: 0.8310
Epoch 39/500
225/225 [==============================] - 0s 793us/step - loss: 0.4061 - accuracy: 0.8313
Epoch 40/500
225/225 [==============================] - 0s 820us/step - loss: 0.4056 - accuracy: 0.8310
Epoch 41/500
225/225 [==============================] - 0s 812us/step - loss: 0.4051 - accuracy: 0.8317
Epoch 42/500
225/225 [==============================] - 0s 811us/step - loss: 0.4047 - accuracy: 0.8311
Epoch 43/500
225/225 [==============================] - 0s 817us/step - loss: 0.4042 - accuracy: 0.8315
Epoch 44/500
225/225 [==============================] - 0s 811us/step - loss: 0.4036 - accuracy: 0.8329
Epoch 45/500
225/225 [==============================] - 0s 803us/step - loss: 0.4033 - accuracy: 0.8322
Epoch 46/500
225/225 [==============================] - 0s 804us/step - loss: 0.4034 - accuracy: 0.8317
Epoch 47/500
225/225 [==============================] - 0s 791us/step - loss: 0.4028 - accuracy: 0.8325
Epoch 48/500
225/225 [==============================] - 0s 830us/step - loss: 0.4027 - accuracy: 0.8332
Epoch 49/500
225/225 [==============================] - 0s 814us/step - loss: 0.4024 - accuracy: 0.8322
Epoch 50/500
225/225 [==============================] - 0s 867us/step - loss: 0.4019 - accuracy: 0.8335
Epoch 51/500
225/225 [==============================] - 0s 797us/step - loss: 0.4015 - accuracy: 0.8328
Epoch 52/500
225/225 [==============================] - 0s 795us/step - loss: 0.4014 - accuracy: 0.8339
Epoch 53/500
225/225 [==============================] - 0s 797us/step - loss: 0.4013 - accuracy: 0.8339
Epoch 54/500
225/225 [==============================] - 0s 832us/step - loss: 0.4010 - accuracy: 0.8319
Epoch 55/500
225/225 [==============================] - 0s 801us/step - loss: 0.4005 - accuracy: 0.8339
Epoch 56/500
225/225 [==============================] - 0s 810us/step - loss: 0.4005 - accuracy: 0.8332
Epoch 57/500
225/225 [==============================] - 0s 808us/step - loss: 0.4003 - accuracy: 0.8333
Epoch 58/500
225/225 [==============================] - 0s 789us/step - loss: 0.4000 - accuracy: 0.8333
Epoch 59/500
225/225 [==============================] - 0s 848us/step - loss: 0.4000 - accuracy: 0.8322
Epoch 60/500
225/225 [==============================] - 0s 798us/step - loss: 0.3998 - accuracy: 0.8322
Epoch 61/500
225/225 [==============================] - 0s 803us/step - loss: 0.3997 - accuracy: 0.8322
Epoch 62/500
225/225 [==============================] - 0s 790us/step - loss: 0.3991 - accuracy: 0.8329
Epoch 63/500
225/225 [==============================] - 0s 800us/step - loss: 0.3991 - accuracy: 0.8326
Epoch 64/500
225/225 [==============================] - 0s 798us/step - loss: 0.3990 - accuracy: 0.8326
Epoch 65/500
225/225 [==============================] - 0s 859us/step - loss: 0.3987 - accuracy: 0.8331
Epoch 66/500
225/225 [==============================] - 0s 790us/step - loss: 0.3990 - accuracy: 0.8328
Epoch 67/500
225/225 [==============================] - 0s 810us/step - loss: 0.3984 - accuracy: 0.8346
Epoch 68/500
225/225 [==============================] - 0s 796us/step - loss: 0.3980 - accuracy: 0.8313
Epoch 69/500
225/225 [==============================] - 0s 791us/step - loss: 0.3986 - accuracy: 0.8328
Epoch 70/500
225/225 [==============================] - 0s 845us/step - loss: 0.3981 - accuracy: 0.8324
Epoch 71/500
225/225 [==============================] - 0s 826us/step - loss: 0.3976 - accuracy: 0.8328
Epoch 72/500
225/225 [==============================] - 0s 809us/step - loss: 0.3981 - accuracy: 0.8329
Epoch 73/500
225/225 [==============================] - 0s 790us/step - loss: 0.3977 - accuracy: 0.8339
Epoch 74/500
225/225 [==============================] - 0s 804us/step - loss: 0.3977 - accuracy: 0.8340
Epoch 75/500
225/225 [==============================] - 0s 833us/step - loss: 0.3975 - accuracy: 0.8332
Epoch 76/500
225/225 [==============================] - 0s 806us/step - loss: 0.3976 - accuracy: 0.8328
Epoch 77/500
225/225 [==============================] - 0s 794us/step - loss: 0.3973 - accuracy: 0.8326
Epoch 78/500
225/225 [==============================] - 0s 809us/step - loss: 0.3968 - accuracy: 0.8335
Epoch 79/500
225/225 [==============================] - 0s 807us/step - loss: 0.3970 - accuracy: 0.8336
Epoch 80/500
225/225 [==============================] - 0s 803us/step - loss: 0.3965 - accuracy: 0.8314
Epoch 81/500
225/225 [==============================] - 0s 811us/step - loss: 0.3970 - accuracy: 0.8322
Epoch 82/500
225/225 [==============================] - 0s 808us/step - loss: 0.3967 - accuracy: 0.8342
Epoch 83/500
225/225 [==============================] - 0s 807us/step - loss: 0.3964 - accuracy: 0.8338
Epoch 84/500
225/225 [==============================] - 0s 808us/step - loss: 0.3965 - accuracy: 0.8344
Epoch 85/500
225/225 [==============================] - 0s 795us/step - loss: 0.3965 - accuracy: 0.8324
Epoch 86/500
225/225 [==============================] - 0s 849us/step - loss: 0.3965 - accuracy: 0.8317
Epoch 87/500
225/225 [==============================] - 0s 812us/step - loss: 0.3963 - accuracy: 0.8333
Epoch 88/500
225/225 [==============================] - 0s 795us/step - loss: 0.3960 - accuracy: 0.8331
Epoch 89/500
225/225 [==============================] - 0s 807us/step - loss: 0.3963 - accuracy: 0.8332
Epoch 90/500
225/225 [==============================] - 0s 804us/step - loss: 0.3959 - accuracy: 0.8335
Epoch 91/500
225/225 [==============================] - 0s 811us/step - loss: 0.3963 - accuracy: 0.8336
Epoch 92/500
225/225 [==============================] - 0s 853us/step - loss: 0.3962 - accuracy: 0.8336
Epoch 93/500
225/225 [==============================] - 0s 810us/step - loss: 0.3959 - accuracy: 0.8326
Epoch 94/500
225/225 [==============================] - 0s 800us/step - loss: 0.3961 - accuracy: 0.8332
Epoch 95/500
225/225 [==============================] - 0s 813us/step - loss: 0.3959 - accuracy: 0.8325
Epoch 96/500
225/225 [==============================] - 0s 796us/step - loss: 0.3956 - accuracy: 0.8333
Epoch 97/500
225/225 [==============================] - 0s 852us/step - loss: 0.3950 - accuracy: 0.8331
Epoch 98/500
225/225 [==============================] - 0s 825us/step - loss: 0.3960 - accuracy: 0.8343
Epoch 99/500
225/225 [==============================] - 0s 803us/step - loss: 0.3957 - accuracy: 0.8331
Epoch 100/500
225/225 [==============================] - 0s 801us/step - loss: 0.3953 - accuracy: 0.8335
Epoch 101/500
225/225 [==============================] - 0s 807us/step - loss: 0.3955 - accuracy: 0.8335
Epoch 102/500
225/225 [==============================] - 0s 842us/step - loss: 0.3953 - accuracy: 0.8343
Epoch 103/500
225/225 [==============================] - 0s 814us/step - loss: 0.3946 - accuracy: 0.8322
Epoch 104/500
225/225 [==============================] - 0s 818us/step - loss: 0.3948 - accuracy: 0.8331
Epoch 105/500
225/225 [==============================] - 0s 808us/step - loss: 0.3946 - accuracy: 0.8333
Epoch 106/500
225/225 [==============================] - 0s 811us/step - loss: 0.3945 - accuracy: 0.8313
Epoch 107/500
225/225 [==============================] - 0s 805us/step - loss: 0.3941 - accuracy: 0.8347
Epoch 108/500
225/225 [==============================] - 0s 818us/step - loss: 0.3940 - accuracy: 0.8322
Epoch 109/500
225/225 [==============================] - 0s 846us/step - loss: 0.3936 - accuracy: 0.8333
Epoch 110/500
225/225 [==============================] - 0s 833us/step - loss: 0.3933 - accuracy: 0.8333
Epoch 111/500
225/225 [==============================] - 0s 810us/step - loss: 0.3934 - accuracy: 0.8335
Epoch 112/500
225/225 [==============================] - 0s 798us/step - loss: 0.3931 - accuracy: 0.8332
Epoch 113/500
225/225 [==============================] - 0s 838us/step - loss: 0.3928 - accuracy: 0.8325
Epoch 114/500
225/225 [==============================] - 0s 816us/step - loss: 0.3924 - accuracy: 0.8344
Epoch 115/500
225/225 [==============================] - 0s 813us/step - loss: 0.3920 - accuracy: 0.8340
Epoch 116/500
225/225 [==============================] - 0s 800us/step - loss: 0.3918 - accuracy: 0.8336
Epoch 117/500
225/225 [==============================] - 0s 814us/step - loss: 0.3915 - accuracy: 0.8360
Epoch 118/500
225/225 [==============================] - 0s 866us/step - loss: 0.3915 - accuracy: 0.8349
Epoch 119/500
225/225 [==============================] - 0s 817us/step - loss: 0.3913 - accuracy: 0.8342
Epoch 120/500
225/225 [==============================] - 0s 797us/step - loss: 0.3908 - accuracy: 0.8363
Epoch 121/500
225/225 [==============================] - 0s 813us/step - loss: 0.3905 - accuracy: 0.8342
Epoch 122/500
225/225 [==============================] - 0s 817us/step - loss: 0.3904 - accuracy: 0.8367
Epoch 123/500
225/225 [==============================] - 0s 794us/step - loss: 0.3899 - accuracy: 0.8354
Epoch 124/500
225/225 [==============================] - 0s 848us/step - loss: 0.3900 - accuracy: 0.8349
Epoch 125/500
225/225 [==============================] - 0s 834us/step - loss: 0.3895 - accuracy: 0.8361
Epoch 126/500
225/225 [==============================] - 0s 815us/step - loss: 0.3895 - accuracy: 0.8365
Epoch 127/500
225/225 [==============================] - 0s 802us/step - loss: 0.3892 - accuracy: 0.8371
Epoch 128/500
225/225 [==============================] - 0s 814us/step - loss: 0.3889 - accuracy: 0.8356
Epoch 129/500
225/225 [==============================] - 0s 844us/step - loss: 0.3882 - accuracy: 0.8358
Epoch 130/500
225/225 [==============================] - 0s 827us/step - loss: 0.3880 - accuracy: 0.8363
Epoch 131/500
225/225 [==============================] - 0s 793us/step - loss: 0.3880 - accuracy: 0.8363
Epoch 132/500
225/225 [==============================] - 0s 811us/step - loss: 0.3877 - accuracy: 0.8372
Epoch 133/500
225/225 [==============================] - 0s 820us/step - loss: 0.3870 - accuracy: 0.8361
Epoch 134/500
225/225 [==============================] - 0s 805us/step - loss: 0.3875 - accuracy: 0.8372
Epoch 135/500
225/225 [==============================] - 0s 817us/step - loss: 0.3864 - accuracy: 0.8388
Epoch 136/500
225/225 [==============================] - 0s 815us/step - loss: 0.3865 - accuracy: 0.8385
Epoch 137/500
225/225 [==============================] - 0s 831us/step - loss: 0.3860 - accuracy: 0.8376
Epoch 138/500
225/225 [==============================] - 0s 818us/step - loss: 0.3864 - accuracy: 0.8375
Epoch 139/500
225/225 [==============================] - 0s 790us/step - loss: 0.3856 - accuracy: 0.8367
Epoch 140/500
225/225 [==============================] - 0s 843us/step - loss: 0.3857 - accuracy: 0.8372
Epoch 141/500
225/225 [==============================] - 0s 813us/step - loss: 0.3853 - accuracy: 0.8376
Epoch 142/500
225/225 [==============================] - 0s 813us/step - loss: 0.3850 - accuracy: 0.8357
Epoch 143/500
225/225 [==============================] - 0s 791us/step - loss: 0.3848 - accuracy: 0.8371
Epoch 144/500
225/225 [==============================] - 0s 821us/step - loss: 0.3845 - accuracy: 0.8371
Epoch 145/500
225/225 [==============================] - 0s 872us/step - loss: 0.3843 - accuracy: 0.8383
Epoch 146/500
225/225 [==============================] - 0s 821us/step - loss: 0.3839 - accuracy: 0.8383
Epoch 147/500
225/225 [==============================] - 0s 796us/step - loss: 0.3836 - accuracy: 0.8399
Epoch 148/500
225/225 [==============================] - 0s 811us/step - loss: 0.3836 - accuracy: 0.8386
Epoch 149/500
225/225 [==============================] - 0s 808us/step - loss: 0.3835 - accuracy: 0.8382
Epoch 150/500
225/225 [==============================] - 0s 801us/step - loss: 0.3830 - accuracy: 0.8386
Epoch 151/500
225/225 [==============================] - 0s 847us/step - loss: 0.3828 - accuracy: 0.8386
Epoch 152/500
225/225 [==============================] - 0s 823us/step - loss: 0.3825 - accuracy: 0.8408
Epoch 153/500
225/225 [==============================] - 0s 811us/step - loss: 0.3825 - accuracy: 0.8371
Epoch 154/500
225/225 [==============================] - 0s 808us/step - loss: 0.3821 - accuracy: 0.8396
Epoch 155/500
225/225 [==============================] - 0s 798us/step - loss: 0.3820 - accuracy: 0.8388
Epoch 156/500
225/225 [==============================] - 0s 843us/step - loss: 0.3817 - accuracy: 0.8396
Epoch 157/500
225/225 [==============================] - 0s 835us/step - loss: 0.3815 - accuracy: 0.8383
Epoch 158/500
225/225 [==============================] - 0s 809us/step - loss: 0.3815 - accuracy: 0.8410
Epoch 159/500
225/225 [==============================] - 0s 794us/step - loss: 0.3808 - accuracy: 0.8400
Epoch 160/500
225/225 [==============================] - 0s 811us/step - loss: 0.3808 - accuracy: 0.8408
Epoch 161/500
225/225 [==============================] - 0s 828us/step - loss: 0.3807 - accuracy: 0.8403
Epoch 162/500
225/225 [==============================] - 0s 795us/step - loss: 0.3806 - accuracy: 0.8419
Epoch 163/500
225/225 [==============================] - 0s 816us/step - loss: 0.3807 - accuracy: 0.8394
Epoch 164/500
225/225 [==============================] - 0s 807us/step - loss: 0.3802 - accuracy: 0.8425
Epoch 165/500
225/225 [==============================] - 0s 811us/step - loss: 0.3799 - accuracy: 0.8407
Epoch 166/500
225/225 [==============================] - 0s 792us/step - loss: 0.3798 - accuracy: 0.8407
Epoch 167/500
225/225 [==============================] - 0s 857us/step - loss: 0.3796 - accuracy: 0.8396
Epoch 168/500
225/225 [==============================] - 0s 806us/step - loss: 0.3796 - accuracy: 0.8401
Epoch 169/500
225/225 [==============================] - 0s 807us/step - loss: 0.3797 - accuracy: 0.8421
Epoch 170/500
225/225 [==============================] - 0s 791us/step - loss: 0.3796 - accuracy: 0.8415
Epoch 171/500
225/225 [==============================] - 0s 807us/step - loss: 0.3791 - accuracy: 0.8415
Epoch 172/500
225/225 [==============================] - 0s 844us/step - loss: 0.3794 - accuracy: 0.8418
Epoch 173/500
225/225 [==============================] - 0s 816us/step - loss: 0.3792 - accuracy: 0.8406
Epoch 174/500
225/225 [==============================] - 0s 795us/step - loss: 0.3790 - accuracy: 0.8411
Epoch 175/500
225/225 [==============================] - 0s 805us/step - loss: 0.3786 - accuracy: 0.8425
Epoch 176/500
225/225 [==============================] - 0s 837us/step - loss: 0.3789 - accuracy: 0.8428
Epoch 177/500
225/225 [==============================] - 0s 804us/step - loss: 0.3787 - accuracy: 0.8418
Epoch 178/500
225/225 [==============================] - 0s 791us/step - loss: 0.3789 - accuracy: 0.8424
Epoch 179/500
225/225 [==============================] - 0s 836us/step - loss: 0.3787 - accuracy: 0.8415
Epoch 180/500
225/225 [==============================] - 0s 802us/step - loss: 0.3786 - accuracy: 0.8425
Epoch 181/500
225/225 [==============================] - 0s 793us/step - loss: 0.3784 - accuracy: 0.8424
Epoch 182/500
225/225 [==============================] - 0s 795us/step - loss: 0.3785 - accuracy: 0.8426
Epoch 183/500
225/225 [==============================] - 0s 912us/step - loss: 0.3781 - accuracy: 0.8421
Epoch 184/500
225/225 [==============================] - 0s 847us/step - loss: 0.3776 - accuracy: 0.8438
Epoch 185/500
225/225 [==============================] - 0s 798us/step - loss: 0.3780 - accuracy: 0.8424
Epoch 186/500
225/225 [==============================] - 0s 800us/step - loss: 0.3775 - accuracy: 0.8424
Epoch 187/500
225/225 [==============================] - 0s 811us/step - loss: 0.3782 - accuracy: 0.8414
Epoch 188/500
225/225 [==============================] - 0s 841us/step - loss: 0.3776 - accuracy: 0.8424
Epoch 189/500
225/225 [==============================] - 0s 806us/step - loss: 0.3779 - accuracy: 0.8424
Epoch 190/500
225/225 [==============================] - 0s 817us/step - loss: 0.3776 - accuracy: 0.8425
Epoch 191/500
225/225 [==============================] - 0s 808us/step - loss: 0.3777 - accuracy: 0.8432
Epoch 192/500
225/225 [==============================] - 0s 812us/step - loss: 0.3777 - accuracy: 0.8428
Epoch 193/500
225/225 [==============================] - 0s 800us/step - loss: 0.3774 - accuracy: 0.8414
Epoch 194/500
225/225 [==============================] - 0s 847us/step - loss: 0.3773 - accuracy: 0.8421
Epoch 195/500
225/225 [==============================] - 0s 817us/step - loss: 0.3774 - accuracy: 0.8433
Epoch 196/500
225/225 [==============================] - 0s 809us/step - loss: 0.3767 - accuracy: 0.8404
Epoch 197/500
225/225 [==============================] - 0s 795us/step - loss: 0.3775 - accuracy: 0.8417
Epoch 198/500
225/225 [==============================] - 0s 859us/step - loss: 0.3771 - accuracy: 0.8426
Epoch 199/500
225/225 [==============================] - 0s 807us/step - loss: 0.3773 - accuracy: 0.8419
Epoch 200/500
225/225 [==============================] - 0s 807us/step - loss: 0.3775 - accuracy: 0.8424
Epoch 201/500
225/225 [==============================] - 0s 798us/step - loss: 0.3768 - accuracy: 0.8418
Epoch 202/500
225/225 [==============================] - 0s 999us/step - loss: 0.3771 - accuracy: 0.8418
Epoch 203/500
225/225 [==============================] - 0s 832us/step - loss: 0.3773 - accuracy: 0.8406
Epoch 204/500
225/225 [==============================] - 0s 810us/step - loss: 0.3767 - accuracy: 0.8418
Epoch 205/500
225/225 [==============================] - 0s 843us/step - loss: 0.3774 - accuracy: 0.8417
Epoch 206/500
225/225 [==============================] - 0s 808us/step - loss: 0.3771 - accuracy: 0.8432
Epoch 207/500
225/225 [==============================] - 0s 824us/step - loss: 0.3771 - accuracy: 0.8422
Epoch 208/500
225/225 [==============================] - 0s 935us/step - loss: 0.3771 - accuracy: 0.8436
Epoch 209/500
225/225 [==============================] - 0s 829us/step - loss: 0.3768 - accuracy: 0.8432
Epoch 210/500
225/225 [==============================] - 0s 788us/step - loss: 0.3769 - accuracy: 0.8406
Epoch 211/500
225/225 [==============================] - 0s 833us/step - loss: 0.3771 - accuracy: 0.8433
Epoch 212/500
225/225 [==============================] - 0s 808us/step - loss: 0.3768 - accuracy: 0.8436
Epoch 213/500
225/225 [==============================] - 0s 791us/step - loss: 0.3769 - accuracy: 0.8433
Epoch 214/500
225/225 [==============================] - 0s 800us/step - loss: 0.3769 - accuracy: 0.8415
Epoch 215/500
225/225 [==============================] - 0s 928us/step - loss: 0.3769 - accuracy: 0.8417
Epoch 216/500
225/225 [==============================] - 0s 817us/step - loss: 0.3768 - accuracy: 0.8422
Epoch 217/500
225/225 [==============================] - 0s 809us/step - loss: 0.3767 - accuracy: 0.8419
Epoch 218/500
225/225 [==============================] - 0s 803us/step - loss: 0.3767 - accuracy: 0.8406
Epoch 219/500
225/225 [==============================] - 0s 863us/step - loss: 0.3772 - accuracy: 0.8421
Epoch 220/500
225/225 [==============================] - 0s 817us/step - loss: 0.3769 - accuracy: 0.8414
Epoch 221/500
225/225 [==============================] - 0s 805us/step - loss: 0.3769 - accuracy: 0.8438
Epoch 222/500
225/225 [==============================] - 0s 797us/step - loss: 0.3769 - accuracy: 0.8407
Epoch 223/500
225/225 [==============================] - 0s 809us/step - loss: 0.3768 - accuracy: 0.8410
Epoch 224/500
225/225 [==============================] - 0s 794us/step - loss: 0.3767 - accuracy: 0.8438
Epoch 225/500
225/225 [==============================] - 0s 800us/step - loss: 0.3769 - accuracy: 0.8421
Epoch 226/500
225/225 [==============================] - 0s 833us/step - loss: 0.3767 - accuracy: 0.8424
Epoch 227/500
225/225 [==============================] - 0s 815us/step - loss: 0.3765 - accuracy: 0.8438
Epoch 228/500
225/225 [==============================] - 0s 803us/step - loss: 0.3769 - accuracy: 0.8425
Epoch 229/500
225/225 [==============================] - 0s 799us/step - loss: 0.3767 - accuracy: 0.8422
Epoch 230/500
225/225 [==============================] - 0s 810us/step - loss: 0.3766 - accuracy: 0.8414
Epoch 231/500
225/225 [==============================] - 0s 840us/step - loss: 0.3766 - accuracy: 0.8428
Epoch 232/500
225/225 [==============================] - 0s 829us/step - loss: 0.3762 - accuracy: 0.8419
Epoch 233/500
225/225 [==============================] - 0s 801us/step - loss: 0.3765 - accuracy: 0.8418
Epoch 234/500
225/225 [==============================] - 0s 804us/step - loss: 0.3764 - accuracy: 0.8403
Epoch 235/500
225/225 [==============================] - 0s 808us/step - loss: 0.3769 - accuracy: 0.8415
Epoch 236/500
225/225 [==============================] - 0s 850us/step - loss: 0.3762 - accuracy: 0.8425
Epoch 237/500
225/225 [==============================] - 0s 795us/step - loss: 0.3763 - accuracy: 0.8439
Epoch 238/500
225/225 [==============================] - 0s 808us/step - loss: 0.3767 - accuracy: 0.8417
Epoch 239/500
225/225 [==============================] - 0s 811us/step - loss: 0.3764 - accuracy: 0.8431
Epoch 240/500
225/225 [==============================] - 0s 806us/step - loss: 0.3767 - accuracy: 0.8408
Epoch 241/500
225/225 [==============================] - 0s 791us/step - loss: 0.3763 - accuracy: 0.8431
Epoch 242/500
225/225 [==============================] - 0s 849us/step - loss: 0.3766 - accuracy: 0.8418
Epoch 243/500
225/225 [==============================] - 0s 903us/step - loss: 0.3764 - accuracy: 0.8421
Epoch 244/500
225/225 [==============================] - 0s 828us/step - loss: 0.3766 - accuracy: 0.8414
Epoch 245/500
225/225 [==============================] - 0s 797us/step - loss: 0.3763 - accuracy: 0.8435
Epoch 246/500
225/225 [==============================] - 0s 812us/step - loss: 0.3760 - accuracy: 0.8424
Epoch 247/500
225/225 [==============================] - 0s 849us/step - loss: 0.3765 - accuracy: 0.8426
Epoch 248/500
225/225 [==============================] - 0s 805us/step - loss: 0.3760 - accuracy: 0.8431
Epoch 249/500
225/225 [==============================] - 0s 803us/step - loss: 0.3765 - accuracy: 0.8433
Epoch 250/500
225/225 [==============================] - 0s 809us/step - loss: 0.3766 - accuracy: 0.8419
Epoch 251/500
225/225 [==============================] - 0s 807us/step - loss: 0.3760 - accuracy: 0.8439
Epoch 252/500
225/225 [==============================] - 0s 844us/step - loss: 0.3766 - accuracy: 0.8406
Epoch 253/500
225/225 [==============================] - 0s 791us/step - loss: 0.3763 - accuracy: 0.8426
Epoch 254/500
225/225 [==============================] - 0s 811us/step - loss: 0.3762 - accuracy: 0.8421
Epoch 255/500
225/225 [==============================] - 0s 829us/step - loss: 0.3760 - accuracy: 0.8414
Epoch 256/500
225/225 [==============================] - 0s 811us/step - loss: 0.3765 - accuracy: 0.8424
Epoch 257/500
225/225 [==============================] - 0s 796us/step - loss: 0.3763 - accuracy: 0.8426
Epoch 258/500
225/225 [==============================] - 0s 844us/step - loss: 0.3763 - accuracy: 0.8410
Epoch 259/500
225/225 [==============================] - 0s 805us/step - loss: 0.3764 - accuracy: 0.8431
Epoch 260/500
225/225 [==============================] - 0s 816us/step - loss: 0.3764 - accuracy: 0.8428
Epoch 261/500
225/225 [==============================] - 0s 807us/step - loss: 0.3764 - accuracy: 0.8426
Epoch 262/500
225/225 [==============================] - 0s 806us/step - loss: 0.3764 - accuracy: 0.8414
Epoch 263/500
225/225 [==============================] - 0s 856us/step - loss: 0.3763 - accuracy: 0.8428
Epoch 264/500
225/225 [==============================] - 0s 816us/step - loss: 0.3765 - accuracy: 0.8435
Epoch 265/500
225/225 [==============================] - 0s 816us/step - loss: 0.3763 - accuracy: 0.8433
Epoch 266/500
225/225 [==============================] - 0s 803us/step - loss: 0.3764 - accuracy: 0.8432
Epoch 267/500
225/225 [==============================] - 0s 811us/step - loss: 0.3761 - accuracy: 0.8421
Epoch 268/500
225/225 [==============================] - 0s 811us/step - loss: 0.3761 - accuracy: 0.8422
Epoch 269/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3764 - accuracy: 0.8419
Epoch 270/500
225/225 [==============================] - 0s 808us/step - loss: 0.3762 - accuracy: 0.8425
Epoch 271/500
225/225 [==============================] - 0s 816us/step - loss: 0.3761 - accuracy: 0.8428
Epoch 272/500
225/225 [==============================] - 0s 815us/step - loss: 0.3763 - accuracy: 0.8447
Epoch 273/500
225/225 [==============================] - 0s 814us/step - loss: 0.3764 - accuracy: 0.8429
Epoch 274/500
225/225 [==============================] - 0s 831us/step - loss: 0.3762 - accuracy: 0.8422
Epoch 275/500
225/225 [==============================] - 0s 810us/step - loss: 0.3764 - accuracy: 0.8424
Epoch 276/500
225/225 [==============================] - 0s 813us/step - loss: 0.3761 - accuracy: 0.8418
Epoch 277/500
225/225 [==============================] - 0s 788us/step - loss: 0.3764 - accuracy: 0.8428
Epoch 278/500
225/225 [==============================] - 0s 806us/step - loss: 0.3761 - accuracy: 0.8431
Epoch 279/500
225/225 [==============================] - 0s 831us/step - loss: 0.3762 - accuracy: 0.8432
Epoch 280/500
225/225 [==============================] - 0s 792us/step - loss: 0.3757 - accuracy: 0.8442
Epoch 281/500
225/225 [==============================] - 0s 810us/step - loss: 0.3759 - accuracy: 0.8425
Epoch 282/500
225/225 [==============================] - 0s 848us/step - loss: 0.3763 - accuracy: 0.8432
Epoch 283/500
225/225 [==============================] - 0s 810us/step - loss: 0.3761 - accuracy: 0.8432
Epoch 284/500
225/225 [==============================] - 0s 810us/step - loss: 0.3759 - accuracy: 0.8426
Epoch 285/500
225/225 [==============================] - 0s 832us/step - loss: 0.3763 - accuracy: 0.8414
Epoch 286/500
225/225 [==============================] - 0s 841us/step - loss: 0.3761 - accuracy: 0.8431
Epoch 287/500
225/225 [==============================] - 0s 807us/step - loss: 0.3761 - accuracy: 0.8449
Epoch 288/500
225/225 [==============================] - 0s 792us/step - loss: 0.3762 - accuracy: 0.8433
Epoch 289/500
225/225 [==============================] - 0s 827us/step - loss: 0.3760 - accuracy: 0.8433
Epoch 290/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3760 - accuracy: 0.8424
Epoch 291/500
225/225 [==============================] - 0s 814us/step - loss: 0.3755 - accuracy: 0.8413
Epoch 292/500
225/225 [==============================] - 0s 816us/step - loss: 0.3761 - accuracy: 0.8417
Epoch 293/500
225/225 [==============================] - 0s 792us/step - loss: 0.3759 - accuracy: 0.8438
Epoch 294/500
225/225 [==============================] - 0s 790us/step - loss: 0.3764 - accuracy: 0.8436
Epoch 295/500
225/225 [==============================] - 0s 837us/step - loss: 0.3763 - accuracy: 0.8414
Epoch 296/500
225/225 [==============================] - 0s 803us/step - loss: 0.3763 - accuracy: 0.8425
Epoch 297/500
225/225 [==============================] - 0s 822us/step - loss: 0.3760 - accuracy: 0.8428
Epoch 298/500
225/225 [==============================] - 0s 830us/step - loss: 0.3756 - accuracy: 0.8438
Epoch 299/500
225/225 [==============================] - 0s 802us/step - loss: 0.3760 - accuracy: 0.8421
Epoch 300/500
225/225 [==============================] - 0s 848us/step - loss: 0.3757 - accuracy: 0.8418
Epoch 301/500
225/225 [==============================] - 0s 797us/step - loss: 0.3758 - accuracy: 0.8435
Epoch 302/500
225/225 [==============================] - 0s 799us/step - loss: 0.3760 - accuracy: 0.8435
Epoch 303/500
225/225 [==============================] - 0s 913us/step - loss: 0.3760 - accuracy: 0.8424
Epoch 304/500
225/225 [==============================] - 0s 804us/step - loss: 0.3762 - accuracy: 0.8424
Epoch 305/500
225/225 [==============================] - 0s 793us/step - loss: 0.3762 - accuracy: 0.8419
Epoch 306/500
225/225 [==============================] - 0s 866us/step - loss: 0.3759 - accuracy: 0.8422
Epoch 307/500
225/225 [==============================] - 0s 824us/step - loss: 0.3756 - accuracy: 0.8431
Epoch 308/500
225/225 [==============================] - 0s 820us/step - loss: 0.3760 - accuracy: 0.8422
Epoch 309/500
225/225 [==============================] - 0s 793us/step - loss: 0.3757 - accuracy: 0.8421
Epoch 310/500
225/225 [==============================] - 0s 800us/step - loss: 0.3760 - accuracy: 0.8407
Epoch 311/500
225/225 [==============================] - 0s 848us/step - loss: 0.3756 - accuracy: 0.8444
Epoch 312/500
225/225 [==============================] - 0s 797us/step - loss: 0.3760 - accuracy: 0.8421
Epoch 313/500
225/225 [==============================] - 0s 805us/step - loss: 0.3760 - accuracy: 0.8428
Epoch 314/500
225/225 [==============================] - 0s 820us/step - loss: 0.3759 - accuracy: 0.8425
Epoch 315/500
225/225 [==============================] - 0s 802us/step - loss: 0.3757 - accuracy: 0.8439
Epoch 316/500
225/225 [==============================] - 0s 816us/step - loss: 0.3757 - accuracy: 0.8425
Epoch 317/500
225/225 [==============================] - 0s 824us/step - loss: 0.3758 - accuracy: 0.8424
Epoch 318/500
225/225 [==============================] - 0s 806us/step - loss: 0.3758 - accuracy: 0.8436
Epoch 319/500
225/225 [==============================] - 0s 855us/step - loss: 0.3762 - accuracy: 0.8429
Epoch 320/500
225/225 [==============================] - 0s 869us/step - loss: 0.3760 - accuracy: 0.8425
Epoch 321/500
225/225 [==============================] - 0s 928us/step - loss: 0.3759 - accuracy: 0.8439
Epoch 322/500
225/225 [==============================] - 0s 812us/step - loss: 0.3761 - accuracy: 0.8432
Epoch 323/500
225/225 [==============================] - 0s 809us/step - loss: 0.3758 - accuracy: 0.8436
Epoch 324/500
225/225 [==============================] - 0s 808us/step - loss: 0.3760 - accuracy: 0.8413
Epoch 325/500
225/225 [==============================] - 0s 802us/step - loss: 0.3758 - accuracy: 0.8433
Epoch 326/500
225/225 [==============================] - 0s 803us/step - loss: 0.3761 - accuracy: 0.8433
Epoch 327/500
225/225 [==============================] - 0s 877us/step - loss: 0.3757 - accuracy: 0.8422
Epoch 328/500
225/225 [==============================] - 0s 820us/step - loss: 0.3759 - accuracy: 0.8414
Epoch 329/500
225/225 [==============================] - 0s 790us/step - loss: 0.3757 - accuracy: 0.8417
Epoch 330/500
225/225 [==============================] - 0s 811us/step - loss: 0.3759 - accuracy: 0.8436
Epoch 331/500
225/225 [==============================] - 0s 805us/step - loss: 0.3760 - accuracy: 0.8439
Epoch 332/500
225/225 [==============================] - 0s 883us/step - loss: 0.3761 - accuracy: 0.8442
Epoch 333/500
225/225 [==============================] - 0s 937us/step - loss: 0.3760 - accuracy: 0.8436
Epoch 334/500
225/225 [==============================] - 0s 819us/step - loss: 0.3757 - accuracy: 0.8438
Epoch 335/500
225/225 [==============================] - 0s 867us/step - loss: 0.3759 - accuracy: 0.8428
Epoch 336/500
225/225 [==============================] - 0s 838us/step - loss: 0.3756 - accuracy: 0.8436
Epoch 337/500
225/225 [==============================] - 0s 808us/step - loss: 0.3762 - accuracy: 0.8440
Epoch 338/500
225/225 [==============================] - 0s 862us/step - loss: 0.3760 - accuracy: 0.8438
Epoch 339/500
225/225 [==============================] - 0s 827us/step - loss: 0.3758 - accuracy: 0.8431
Epoch 340/500
225/225 [==============================] - 0s 842us/step - loss: 0.3756 - accuracy: 0.8431
Epoch 341/500
225/225 [==============================] - 0s 834us/step - loss: 0.3760 - accuracy: 0.8435
Epoch 342/500
225/225 [==============================] - 0s 828us/step - loss: 0.3760 - accuracy: 0.8426
Epoch 343/500
225/225 [==============================] - 0s 865us/step - loss: 0.3757 - accuracy: 0.8432
Epoch 344/500
225/225 [==============================] - 0s 940us/step - loss: 0.3757 - accuracy: 0.8442
Epoch 345/500
225/225 [==============================] - 0s 938us/step - loss: 0.3759 - accuracy: 0.8435
Epoch 346/500
225/225 [==============================] - 0s 912us/step - loss: 0.3759 - accuracy: 0.8446
Epoch 347/500
225/225 [==============================] - 0s 893us/step - loss: 0.3756 - accuracy: 0.8435
Epoch 348/500
225/225 [==============================] - 0s 817us/step - loss: 0.3759 - accuracy: 0.8426
Epoch 349/500
225/225 [==============================] - 0s 804us/step - loss: 0.3760 - accuracy: 0.8417
Epoch 350/500
225/225 [==============================] - 0s 803us/step - loss: 0.3755 - accuracy: 0.8439
Epoch 351/500
225/225 [==============================] - 0s 800us/step - loss: 0.3760 - accuracy: 0.8442
Epoch 352/500
225/225 [==============================] - 0s 813us/step - loss: 0.3756 - accuracy: 0.8433
Epoch 353/500
225/225 [==============================] - 0s 818us/step - loss: 0.3758 - accuracy: 0.8428
Epoch 354/500
225/225 [==============================] - 0s 804us/step - loss: 0.3759 - accuracy: 0.8450
Epoch 355/500
225/225 [==============================] - 0s 794us/step - loss: 0.3756 - accuracy: 0.8442
Epoch 356/500
225/225 [==============================] - 0s 945us/step - loss: 0.3755 - accuracy: 0.8440
Epoch 357/500
225/225 [==============================] - 0s 805us/step - loss: 0.3758 - accuracy: 0.8435
Epoch 358/500
225/225 [==============================] - 0s 854us/step - loss: 0.3757 - accuracy: 0.8442
Epoch 359/500
225/225 [==============================] - 0s 805us/step - loss: 0.3755 - accuracy: 0.8439
Epoch 360/500
225/225 [==============================] - 0s 807us/step - loss: 0.3757 - accuracy: 0.8422
Epoch 361/500
225/225 [==============================] - 0s 809us/step - loss: 0.3755 - accuracy: 0.8435
Epoch 362/500
225/225 [==============================] - 0s 844us/step - loss: 0.3757 - accuracy: 0.8425
Epoch 363/500
225/225 [==============================] - 0s 837us/step - loss: 0.3755 - accuracy: 0.8446
Epoch 364/500
225/225 [==============================] - 0s 811us/step - loss: 0.3756 - accuracy: 0.8442
Epoch 365/500
225/225 [==============================] - 0s 813us/step - loss: 0.3756 - accuracy: 0.8446
Epoch 366/500
225/225 [==============================] - 0s 805us/step - loss: 0.3756 - accuracy: 0.8432
Epoch 367/500
225/225 [==============================] - 0s 800us/step - loss: 0.3755 - accuracy: 0.8446
Epoch 368/500
225/225 [==============================] - 0s 799us/step - loss: 0.3756 - accuracy: 0.8440
Epoch 369/500
225/225 [==============================] - 0s 839us/step - loss: 0.3758 - accuracy: 0.8450
Epoch 370/500
225/225 [==============================] - 0s 809us/step - loss: 0.3755 - accuracy: 0.8446
Epoch 371/500
225/225 [==============================] - 0s 787us/step - loss: 0.3756 - accuracy: 0.8433
Epoch 372/500
225/225 [==============================] - 0s 809us/step - loss: 0.3756 - accuracy: 0.8444
Epoch 373/500
225/225 [==============================] - 0s 803us/step - loss: 0.3755 - accuracy: 0.8444
Epoch 374/500
225/225 [==============================] - 0s 822us/step - loss: 0.3752 - accuracy: 0.8442
Epoch 375/500
225/225 [==============================] - 0s 795us/step - loss: 0.3755 - accuracy: 0.8460
Epoch 376/500
225/225 [==============================] - 0s 805us/step - loss: 0.3753 - accuracy: 0.8444
Epoch 377/500
225/225 [==============================] - 0s 803us/step - loss: 0.3751 - accuracy: 0.8439
Epoch 378/500
225/225 [==============================] - 0s 799us/step - loss: 0.3753 - accuracy: 0.8454
Epoch 379/500
225/225 [==============================] - 0s 840us/step - loss: 0.3749 - accuracy: 0.8460
Epoch 380/500
225/225 [==============================] - 0s 812us/step - loss: 0.3754 - accuracy: 0.8433
Epoch 381/500
225/225 [==============================] - 0s 807us/step - loss: 0.3750 - accuracy: 0.8443
Epoch 382/500
225/225 [==============================] - 0s 793us/step - loss: 0.3754 - accuracy: 0.8440
Epoch 383/500
225/225 [==============================] - 0s 810us/step - loss: 0.3750 - accuracy: 0.8450
Epoch 384/500
225/225 [==============================] - 0s 803us/step - loss: 0.3748 - accuracy: 0.8438
Epoch 385/500
225/225 [==============================] - 0s 849us/step - loss: 0.3755 - accuracy: 0.8444
Epoch 386/500
225/225 [==============================] - 0s 795us/step - loss: 0.3747 - accuracy: 0.8428
Epoch 387/500
225/225 [==============================] - 0s 810us/step - loss: 0.3751 - accuracy: 0.8439
Epoch 388/500
225/225 [==============================] - 0s 803us/step - loss: 0.3752 - accuracy: 0.8446
Epoch 389/500
225/225 [==============================] - 0s 808us/step - loss: 0.3748 - accuracy: 0.8435
Epoch 390/500
225/225 [==============================] - 0s 839us/step - loss: 0.3750 - accuracy: 0.8450
Epoch 391/500
225/225 [==============================] - 0s 814us/step - loss: 0.3747 - accuracy: 0.8446
Epoch 392/500
225/225 [==============================] - 0s 836us/step - loss: 0.3750 - accuracy: 0.8446
Epoch 393/500
225/225 [==============================] - 0s 805us/step - loss: 0.3747 - accuracy: 0.8442
Epoch 394/500
225/225 [==============================] - 0s 793us/step - loss: 0.3747 - accuracy: 0.8442
Epoch 395/500
225/225 [==============================] - 0s 810us/step - loss: 0.3746 - accuracy: 0.8458
Epoch 396/500
225/225 [==============================] - 0s 859us/step - loss: 0.3743 - accuracy: 0.8446
Epoch 397/500
225/225 [==============================] - 0s 809us/step - loss: 0.3744 - accuracy: 0.8454
Epoch 398/500
225/225 [==============================] - 0s 790us/step - loss: 0.3741 - accuracy: 0.8442
Epoch 399/500
225/225 [==============================] - 0s 803us/step - loss: 0.3740 - accuracy: 0.8444
Epoch 400/500
225/225 [==============================] - 0s 816us/step - loss: 0.3739 - accuracy: 0.8442
Epoch 401/500
225/225 [==============================] - 0s 813us/step - loss: 0.3739 - accuracy: 0.8438
Epoch 402/500
225/225 [==============================] - 0s 819us/step - loss: 0.3739 - accuracy: 0.8431
Epoch 403/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3740 - accuracy: 0.8446
Epoch 404/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3736 - accuracy: 0.8442
Epoch 405/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3734 - accuracy: 0.8454
Epoch 406/500
225/225 [==============================] - 0s 920us/step - loss: 0.3737 - accuracy: 0.8435
Epoch 407/500
225/225 [==============================] - 0s 811us/step - loss: 0.3736 - accuracy: 0.8432
Epoch 408/500
225/225 [==============================] - 0s 791us/step - loss: 0.3733 - accuracy: 0.8456
Epoch 409/500
225/225 [==============================] - 0s 821us/step - loss: 0.3734 - accuracy: 0.8442
Epoch 410/500
225/225 [==============================] - 0s 844us/step - loss: 0.3734 - accuracy: 0.8443
Epoch 411/500
225/225 [==============================] - 0s 802us/step - loss: 0.3732 - accuracy: 0.8438
Epoch 412/500
225/225 [==============================] - 0s 801us/step - loss: 0.3727 - accuracy: 0.8454
Epoch 413/500
225/225 [==============================] - 0s 814us/step - loss: 0.3732 - accuracy: 0.8440
Epoch 414/500
225/225 [==============================] - 0s 814us/step - loss: 0.3729 - accuracy: 0.8444
Epoch 415/500
225/225 [==============================] - 0s 824us/step - loss: 0.3730 - accuracy: 0.8451
Epoch 416/500
225/225 [==============================] - 0s 810us/step - loss: 0.3725 - accuracy: 0.8439
Epoch 417/500
225/225 [==============================] - 0s 804us/step - loss: 0.3728 - accuracy: 0.8453
Epoch 418/500
225/225 [==============================] - 0s 813us/step - loss: 0.3727 - accuracy: 0.8453
Epoch 419/500
225/225 [==============================] - 0s 809us/step - loss: 0.3717 - accuracy: 0.8468
Epoch 420/500
225/225 [==============================] - 0s 798us/step - loss: 0.3727 - accuracy: 0.8442
Epoch 421/500
225/225 [==============================] - 0s 819us/step - loss: 0.3724 - accuracy: 0.8443
Epoch 422/500
225/225 [==============================] - 0s 808us/step - loss: 0.3722 - accuracy: 0.8467
Epoch 423/500
225/225 [==============================] - 0s 842us/step - loss: 0.3722 - accuracy: 0.8450
Epoch 424/500
225/225 [==============================] - 0s 791us/step - loss: 0.3722 - accuracy: 0.8454
Epoch 425/500
225/225 [==============================] - 0s 811us/step - loss: 0.3722 - accuracy: 0.8451
Epoch 426/500
225/225 [==============================] - 0s 817us/step - loss: 0.3714 - accuracy: 0.8468
Epoch 427/500
225/225 [==============================] - 0s 815us/step - loss: 0.3718 - accuracy: 0.8468
Epoch 428/500
225/225 [==============================] - 0s 819us/step - loss: 0.3719 - accuracy: 0.8461
Epoch 429/500
225/225 [==============================] - 0s 811us/step - loss: 0.3718 - accuracy: 0.8476
Epoch 430/500
225/225 [==============================] - 0s 809us/step - loss: 0.3717 - accuracy: 0.8462
Epoch 431/500
225/225 [==============================] - 0s 802us/step - loss: 0.3719 - accuracy: 0.8465
Epoch 432/500
225/225 [==============================] - 0s 839us/step - loss: 0.3717 - accuracy: 0.8457
Epoch 433/500
225/225 [==============================] - 0s 802us/step - loss: 0.3716 - accuracy: 0.8469
Epoch 434/500
225/225 [==============================] - 0s 812us/step - loss: 0.3716 - accuracy: 0.8467
Epoch 435/500
225/225 [==============================] - 0s 794us/step - loss: 0.3714 - accuracy: 0.8467
Epoch 436/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3714 - accuracy: 0.8456
Epoch 437/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3713 - accuracy: 0.8464
Epoch 438/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3712 - accuracy: 0.8478
Epoch 439/500
225/225 [==============================] - 0s 978us/step - loss: 0.3713 - accuracy: 0.8461
Epoch 440/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3711 - accuracy: 0.8454
Epoch 441/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3708 - accuracy: 0.8464
Epoch 442/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3712 - accuracy: 0.8449
Epoch 443/500
225/225 [==============================] - 0s 959us/step - loss: 0.3708 - accuracy: 0.8476
Epoch 444/500
225/225 [==============================] - 0s 870us/step - loss: 0.3711 - accuracy: 0.8471
Epoch 445/500
225/225 [==============================] - 0s 849us/step - loss: 0.3709 - accuracy: 0.8461
Epoch 446/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3707 - accuracy: 0.8465
Epoch 447/500
225/225 [==============================] - 0s 818us/step - loss: 0.3706 - accuracy: 0.8468
Epoch 448/500
225/225 [==============================] - 0s 916us/step - loss: 0.3709 - accuracy: 0.8472
Epoch 449/500
225/225 [==============================] - 0s 967us/step - loss: 0.3705 - accuracy: 0.8465
Epoch 450/500
225/225 [==============================] - 0s 798us/step - loss: 0.3706 - accuracy: 0.8444
Epoch 451/500
225/225 [==============================] - 0s 932us/step - loss: 0.3702 - accuracy: 0.8464
Epoch 452/500
225/225 [==============================] - 0s 856us/step - loss: 0.3702 - accuracy: 0.8475
Epoch 453/500
225/225 [==============================] - 0s 889us/step - loss: 0.3706 - accuracy: 0.8457
Epoch 454/500
225/225 [==============================] - 0s 910us/step - loss: 0.3702 - accuracy: 0.8464
Epoch 455/500
225/225 [==============================] - 0s 834us/step - loss: 0.3702 - accuracy: 0.8472
Epoch 456/500
225/225 [==============================] - 0s 946us/step - loss: 0.3702 - accuracy: 0.8468
Epoch 457/500
225/225 [==============================] - 0s 810us/step - loss: 0.3701 - accuracy: 0.8464
Epoch 458/500
225/225 [==============================] - 0s 887us/step - loss: 0.3697 - accuracy: 0.8486
Epoch 459/500
225/225 [==============================] - 0s 815us/step - loss: 0.3701 - accuracy: 0.8471
Epoch 460/500
225/225 [==============================] - 0s 794us/step - loss: 0.3698 - accuracy: 0.8478
Epoch 461/500
225/225 [==============================] - 0s 804us/step - loss: 0.3698 - accuracy: 0.8478
Epoch 462/500
225/225 [==============================] - 0s 869us/step - loss: 0.3697 - accuracy: 0.8465
Epoch 463/500
225/225 [==============================] - 0s 824us/step - loss: 0.3693 - accuracy: 0.8472
Epoch 464/500
225/225 [==============================] - 0s 928us/step - loss: 0.3694 - accuracy: 0.8476
Epoch 465/500
225/225 [==============================] - 0s 919us/step - loss: 0.3695 - accuracy: 0.8468
Epoch 466/500
225/225 [==============================] - 0s 900us/step - loss: 0.3691 - accuracy: 0.8458
Epoch 467/500
225/225 [==============================] - 0s 886us/step - loss: 0.3688 - accuracy: 0.8456
Epoch 468/500
225/225 [==============================] - 0s 848us/step - loss: 0.3688 - accuracy: 0.8481
Epoch 469/500
225/225 [==============================] - 0s 824us/step - loss: 0.3689 - accuracy: 0.8478
Epoch 470/500
225/225 [==============================] - 0s 791us/step - loss: 0.3682 - accuracy: 0.8478
Epoch 471/500
225/225 [==============================] - 0s 806us/step - loss: 0.3683 - accuracy: 0.8481
Epoch 472/500
225/225 [==============================] - 0s 810us/step - loss: 0.3686 - accuracy: 0.8478
Epoch 473/500
225/225 [==============================] - 0s 789us/step - loss: 0.3687 - accuracy: 0.8456
Epoch 474/500
225/225 [==============================] - 0s 802us/step - loss: 0.3687 - accuracy: 0.8472
Epoch 475/500
225/225 [==============================] - 0s 844us/step - loss: 0.3680 - accuracy: 0.8460
Epoch 476/500
225/225 [==============================] - 0s 798us/step - loss: 0.3683 - accuracy: 0.8465
Epoch 477/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3682 - accuracy: 0.8467
Epoch 478/500
225/225 [==============================] - 0s 827us/step - loss: 0.3676 - accuracy: 0.8460
Epoch 479/500
225/225 [==============================] - 0s 869us/step - loss: 0.3677 - accuracy: 0.8475
Epoch 480/500
225/225 [==============================] - 0s 808us/step - loss: 0.3675 - accuracy: 0.8453
Epoch 481/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3673 - accuracy: 0.8457
Epoch 482/500
225/225 [==============================] - 0s 807us/step - loss: 0.3668 - accuracy: 0.8469
Epoch 483/500
225/225 [==============================] - 0s 807us/step - loss: 0.3669 - accuracy: 0.8475
Epoch 484/500
225/225 [==============================] - 0s 838us/step - loss: 0.3670 - accuracy: 0.8478
Epoch 485/500
225/225 [==============================] - 0s 805us/step - loss: 0.3668 - accuracy: 0.8460
Epoch 486/500
225/225 [==============================] - 0s 796us/step - loss: 0.3662 - accuracy: 0.8485
Epoch 487/500
225/225 [==============================] - 0s 809us/step - loss: 0.3662 - accuracy: 0.8479
Epoch 488/500
225/225 [==============================] - 0s 842us/step - loss: 0.3658 - accuracy: 0.8479
Epoch 489/500
225/225 [==============================] - 0s 875us/step - loss: 0.3658 - accuracy: 0.8492
Epoch 490/500
225/225 [==============================] - 0s 884us/step - loss: 0.3652 - accuracy: 0.8496
Epoch 491/500
225/225 [==============================] - 0s 903us/step - loss: 0.3644 - accuracy: 0.8500
Epoch 492/500
225/225 [==============================] - 0s 861us/step - loss: 0.3646 - accuracy: 0.8519
Epoch 493/500
225/225 [==============================] - 0s 867us/step - loss: 0.3644 - accuracy: 0.8492
Epoch 494/500
225/225 [==============================] - 0s 804us/step - loss: 0.3637 - accuracy: 0.8535
Epoch 495/500
225/225 [==============================] - 0s 789us/step - loss: 0.3634 - accuracy: 0.8539
Epoch 496/500
225/225 [==============================] - 0s 846us/step - loss: 0.3630 - accuracy: 0.8515
Epoch 497/500
225/225 [==============================] - 0s 811us/step - loss: 0.3629 - accuracy: 0.8510
Epoch 498/500
225/225 [==============================] - 0s 788us/step - loss: 0.3627 - accuracy: 0.8543
Epoch 499/500
225/225 [==============================] - 0s 797us/step - loss: 0.3622 - accuracy: 0.8539
Epoch 500/500
225/225 [==============================] - 0s 829us/step - loss: 0.3617 - accuracy: 0.8536
Epoch 1/500
225/225 [==============================] - 0s 828us/step - loss: 0.6071 - accuracy: 0.7942
Epoch 2/500
225/225 [==============================] - 0s 826us/step - loss: 0.4546 - accuracy: 0.7960
Epoch 3/500
225/225 [==============================] - 0s 893us/step - loss: 0.4371 - accuracy: 0.7960
Epoch 4/500
225/225 [==============================] - 0s 833us/step - loss: 0.4329 - accuracy: 0.7960
Epoch 5/500
225/225 [==============================] - 0s 828us/step - loss: 0.4306 - accuracy: 0.7960
Epoch 6/500
225/225 [==============================] - 0s 827us/step - loss: 0.4291 - accuracy: 0.7960
Epoch 7/500
225/225 [==============================] - 0s 837us/step - loss: 0.4277 - accuracy: 0.7960
Epoch 8/500
225/225 [==============================] - 0s 889us/step - loss: 0.4261 - accuracy: 0.7960
Epoch 9/500
225/225 [==============================] - 0s 829us/step - loss: 0.4240 - accuracy: 0.7958
Epoch 10/500
225/225 [==============================] - 0s 827us/step - loss: 0.4221 - accuracy: 0.8126
Epoch 11/500
225/225 [==============================] - 0s 835us/step - loss: 0.4199 - accuracy: 0.8232
Epoch 12/500
225/225 [==============================] - 0s 843us/step - loss: 0.4178 - accuracy: 0.8265
Epoch 13/500
225/225 [==============================] - 0s 842us/step - loss: 0.4162 - accuracy: 0.8292
Epoch 14/500
225/225 [==============================] - 0s 824us/step - loss: 0.4149 - accuracy: 0.8314
Epoch 15/500
225/225 [==============================] - 0s 822us/step - loss: 0.4137 - accuracy: 0.8328
Epoch 16/500
225/225 [==============================] - 0s 835us/step - loss: 0.4123 - accuracy: 0.8321
Epoch 17/500
225/225 [==============================] - 0s 828us/step - loss: 0.4115 - accuracy: 0.8336
Epoch 18/500
225/225 [==============================] - 0s 840us/step - loss: 0.4103 - accuracy: 0.8331
Epoch 19/500
225/225 [==============================] - 0s 877us/step - loss: 0.4095 - accuracy: 0.8342
Epoch 20/500
225/225 [==============================] - 0s 865us/step - loss: 0.4094 - accuracy: 0.8343
Epoch 21/500
225/225 [==============================] - 0s 833us/step - loss: 0.4083 - accuracy: 0.8343
Epoch 22/500
225/225 [==============================] - 0s 853us/step - loss: 0.4076 - accuracy: 0.8363
Epoch 23/500
225/225 [==============================] - 0s 831us/step - loss: 0.4073 - accuracy: 0.8354
Epoch 24/500
225/225 [==============================] - 0s 855us/step - loss: 0.4063 - accuracy: 0.8360
Epoch 25/500
225/225 [==============================] - 0s 827us/step - loss: 0.4057 - accuracy: 0.8371
Epoch 26/500
225/225 [==============================] - 0s 850us/step - loss: 0.4053 - accuracy: 0.8364
Epoch 27/500
225/225 [==============================] - 0s 846us/step - loss: 0.4045 - accuracy: 0.8376
Epoch 28/500
225/225 [==============================] - 0s 868us/step - loss: 0.4042 - accuracy: 0.8361
Epoch 29/500
225/225 [==============================] - 0s 873us/step - loss: 0.4037 - accuracy: 0.8375
Epoch 30/500
225/225 [==============================] - 0s 835us/step - loss: 0.4033 - accuracy: 0.8368
Epoch 31/500
225/225 [==============================] - 0s 836us/step - loss: 0.4028 - accuracy: 0.8382
Epoch 32/500
225/225 [==============================] - 0s 842us/step - loss: 0.4025 - accuracy: 0.8375
Epoch 33/500
225/225 [==============================] - 0s 839us/step - loss: 0.4021 - accuracy: 0.8369
Epoch 34/500
225/225 [==============================] - 0s 861us/step - loss: 0.4018 - accuracy: 0.8385
Epoch 35/500
225/225 [==============================] - 0s 839us/step - loss: 0.4012 - accuracy: 0.8382
Epoch 36/500
225/225 [==============================] - 0s 834us/step - loss: 0.4012 - accuracy: 0.8372
Epoch 37/500
225/225 [==============================] - 0s 828us/step - loss: 0.4007 - accuracy: 0.8375
Epoch 38/500
225/225 [==============================] - 0s 821us/step - loss: 0.4007 - accuracy: 0.8382
Epoch 39/500
225/225 [==============================] - 0s 847us/step - loss: 0.4004 - accuracy: 0.8369
Epoch 40/500
225/225 [==============================] - 0s 878us/step - loss: 0.4000 - accuracy: 0.8363
Epoch 41/500
225/225 [==============================] - 0s 837us/step - loss: 0.4000 - accuracy: 0.8386
Epoch 42/500
225/225 [==============================] - 0s 846us/step - loss: 0.3991 - accuracy: 0.8361
Epoch 43/500
225/225 [==============================] - 0s 850us/step - loss: 0.3998 - accuracy: 0.8379
Epoch 44/500
225/225 [==============================] - 0s 924us/step - loss: 0.3992 - accuracy: 0.8369
Epoch 45/500
225/225 [==============================] - 0s 865us/step - loss: 0.3993 - accuracy: 0.8371
Epoch 46/500
225/225 [==============================] - 0s 992us/step - loss: 0.3989 - accuracy: 0.8375
Epoch 47/500
225/225 [==============================] - 0s 862us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 48/500
225/225 [==============================] - 0s 814us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 49/500
225/225 [==============================] - 0s 833us/step - loss: 0.3987 - accuracy: 0.8371
Epoch 50/500
225/225 [==============================] - 0s 859us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 51/500
225/225 [==============================] - 0s 824us/step - loss: 0.3984 - accuracy: 0.8365
Epoch 52/500
225/225 [==============================] - 0s 822us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 53/500
225/225 [==============================] - 0s 836us/step - loss: 0.3982 - accuracy: 0.8369
Epoch 54/500
225/225 [==============================] - 0s 817us/step - loss: 0.3982 - accuracy: 0.8363
Epoch 55/500
225/225 [==============================] - 0s 855us/step - loss: 0.3980 - accuracy: 0.8361
Epoch 56/500
225/225 [==============================] - 0s 836us/step - loss: 0.3978 - accuracy: 0.8365
Epoch 57/500
225/225 [==============================] - 0s 826us/step - loss: 0.3981 - accuracy: 0.8367
Epoch 58/500
225/225 [==============================] - 0s 830us/step - loss: 0.3979 - accuracy: 0.8363
Epoch 59/500
225/225 [==============================] - 0s 863us/step - loss: 0.3977 - accuracy: 0.8365
Epoch 60/500
225/225 [==============================] - 0s 822us/step - loss: 0.3973 - accuracy: 0.8361
Epoch 61/500
225/225 [==============================] - 0s 856us/step - loss: 0.3976 - accuracy: 0.8363
Epoch 62/500
225/225 [==============================] - 0s 828us/step - loss: 0.3974 - accuracy: 0.8371
Epoch 63/500
225/225 [==============================] - 0s 812us/step - loss: 0.3973 - accuracy: 0.8368
Epoch 64/500
225/225 [==============================] - 0s 928us/step - loss: 0.3973 - accuracy: 0.8356
Epoch 65/500
225/225 [==============================] - 0s 842us/step - loss: 0.3973 - accuracy: 0.8365
Epoch 66/500
225/225 [==============================] - 0s 835us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 67/500
225/225 [==============================] - 0s 812us/step - loss: 0.3968 - accuracy: 0.8368
Epoch 68/500
225/225 [==============================] - 0s 791us/step - loss: 0.3970 - accuracy: 0.8379
Epoch 69/500
225/225 [==============================] - 0s 821us/step - loss: 0.3969 - accuracy: 0.8374
Epoch 70/500
225/225 [==============================] - 0s 826us/step - loss: 0.3967 - accuracy: 0.8368
Epoch 71/500
225/225 [==============================] - 0s 809us/step - loss: 0.3968 - accuracy: 0.8393
Epoch 72/500
225/225 [==============================] - 0s 833us/step - loss: 0.3968 - accuracy: 0.8381
Epoch 73/500
225/225 [==============================] - 0s 808us/step - loss: 0.3968 - accuracy: 0.8379
Epoch 74/500
225/225 [==============================] - 0s 811us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 75/500
225/225 [==============================] - 0s 794us/step - loss: 0.3967 - accuracy: 0.8394
Epoch 76/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3966 - accuracy: 0.8379
Epoch 77/500
225/225 [==============================] - 0s 815us/step - loss: 0.3967 - accuracy: 0.8390
Epoch 78/500
225/225 [==============================] - 0s 954us/step - loss: 0.3964 - accuracy: 0.8394
Epoch 79/500
225/225 [==============================] - 0s 828us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 80/500
225/225 [==============================] - 0s 847us/step - loss: 0.3965 - accuracy: 0.8403
Epoch 81/500
225/225 [==============================] - 0s 795us/step - loss: 0.3964 - accuracy: 0.8364
Epoch 82/500
225/225 [==============================] - 0s 829us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 83/500
225/225 [==============================] - 0s 810us/step - loss: 0.3964 - accuracy: 0.8388
Epoch 84/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8376
Epoch 85/500
225/225 [==============================] - 0s 855us/step - loss: 0.3965 - accuracy: 0.8378
Epoch 86/500
225/225 [==============================] - 0s 828us/step - loss: 0.3965 - accuracy: 0.8389
Epoch 87/500
225/225 [==============================] - 0s 823us/step - loss: 0.3961 - accuracy: 0.8375
Epoch 88/500
225/225 [==============================] - 0s 812us/step - loss: 0.3962 - accuracy: 0.8364
Epoch 89/500
225/225 [==============================] - 0s 825us/step - loss: 0.3963 - accuracy: 0.8390
Epoch 90/500
225/225 [==============================] - 0s 803us/step - loss: 0.3963 - accuracy: 0.8378
Epoch 91/500
225/225 [==============================] - 0s 823us/step - loss: 0.3962 - accuracy: 0.8385
Epoch 92/500
225/225 [==============================] - 0s 852us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 93/500
225/225 [==============================] - 0s 811us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 94/500
225/225 [==============================] - 0s 792us/step - loss: 0.3962 - accuracy: 0.8371
Epoch 95/500
225/225 [==============================] - 0s 818us/step - loss: 0.3958 - accuracy: 0.8389
Epoch 96/500
225/225 [==============================] - 0s 869us/step - loss: 0.3963 - accuracy: 0.8374
Epoch 97/500
225/225 [==============================] - 0s 823us/step - loss: 0.3959 - accuracy: 0.8388
Epoch 98/500
225/225 [==============================] - 0s 857us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 99/500
225/225 [==============================] - 0s 814us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 100/500
225/225 [==============================] - 0s 820us/step - loss: 0.3961 - accuracy: 0.8382
Epoch 101/500
225/225 [==============================] - 0s 859us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 102/500
225/225 [==============================] - 0s 791us/step - loss: 0.3958 - accuracy: 0.8388
Epoch 103/500
225/225 [==============================] - 0s 845us/step - loss: 0.3960 - accuracy: 0.8379
Epoch 104/500
225/225 [==============================] - 0s 814us/step - loss: 0.3960 - accuracy: 0.8378
Epoch 105/500
225/225 [==============================] - 0s 813us/step - loss: 0.3959 - accuracy: 0.8393
Epoch 106/500
225/225 [==============================] - 0s 794us/step - loss: 0.3957 - accuracy: 0.8365
Epoch 107/500
225/225 [==============================] - 0s 944us/step - loss: 0.3958 - accuracy: 0.8372
Epoch 108/500
225/225 [==============================] - 0s 819us/step - loss: 0.3957 - accuracy: 0.8389
Epoch 109/500
225/225 [==============================] - 0s 809us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 110/500
225/225 [==============================] - 0s 972us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 111/500
225/225 [==============================] - 0s 793us/step - loss: 0.3955 - accuracy: 0.8382
Epoch 112/500
225/225 [==============================] - 0s 827us/step - loss: 0.3954 - accuracy: 0.8367
Epoch 113/500
225/225 [==============================] - 0s 818us/step - loss: 0.3956 - accuracy: 0.8379
Epoch 114/500
225/225 [==============================] - 0s 814us/step - loss: 0.3956 - accuracy: 0.8374
Epoch 115/500
225/225 [==============================] - 0s 796us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 116/500
225/225 [==============================] - 0s 811us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 117/500
225/225 [==============================] - 0s 841us/step - loss: 0.3956 - accuracy: 0.8376
Epoch 118/500
225/225 [==============================] - 0s 800us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 119/500
225/225 [==============================] - 0s 819us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 120/500
225/225 [==============================] - 0s 808us/step - loss: 0.3956 - accuracy: 0.8386
Epoch 121/500
225/225 [==============================] - 0s 818us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 122/500
225/225 [==============================] - 0s 804us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 123/500
225/225 [==============================] - 0s 830us/step - loss: 0.3953 - accuracy: 0.8376
Epoch 124/500
225/225 [==============================] - 0s 843us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 125/500
225/225 [==============================] - 0s 810us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 126/500
225/225 [==============================] - 0s 793us/step - loss: 0.3952 - accuracy: 0.8385
Epoch 127/500
225/225 [==============================] - 0s 821us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 128/500
225/225 [==============================] - 0s 848us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 129/500
225/225 [==============================] - 0s 809us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 130/500
225/225 [==============================] - 0s 796us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 131/500
225/225 [==============================] - 0s 810us/step - loss: 0.3952 - accuracy: 0.8388
Epoch 132/500
225/225 [==============================] - 0s 816us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 133/500
225/225 [==============================] - 0s 829us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 134/500
225/225 [==============================] - 0s 793us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 135/500
225/225 [==============================] - 0s 820us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 136/500
225/225 [==============================] - 0s 807us/step - loss: 0.3953 - accuracy: 0.8374
Epoch 137/500
225/225 [==============================] - 0s 822us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 138/500
225/225 [==============================] - 0s 843us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 139/500
225/225 [==============================] - 0s 820us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 140/500
225/225 [==============================] - 0s 822us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 141/500
225/225 [==============================] - 0s 801us/step - loss: 0.3947 - accuracy: 0.8372
Epoch 142/500
225/225 [==============================] - 0s 851us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 143/500
225/225 [==============================] - 0s 813us/step - loss: 0.3950 - accuracy: 0.8361
Epoch 144/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 145/500
225/225 [==============================] - 0s 825us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 146/500
225/225 [==============================] - 0s 807us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 147/500
225/225 [==============================] - 0s 808us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 148/500
225/225 [==============================] - 0s 812us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 149/500
225/225 [==============================] - 0s 821us/step - loss: 0.3949 - accuracy: 0.8367
Epoch 150/500
225/225 [==============================] - 0s 820us/step - loss: 0.3948 - accuracy: 0.8367
Epoch 151/500
225/225 [==============================] - 0s 807us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 152/500
225/225 [==============================] - 0s 810us/step - loss: 0.3948 - accuracy: 0.8368
Epoch 153/500
225/225 [==============================] - 0s 792us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 154/500
225/225 [==============================] - 0s 825us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 155/500
225/225 [==============================] - 0s 810us/step - loss: 0.3948 - accuracy: 0.8372
Epoch 156/500
225/225 [==============================] - 0s 923us/step - loss: 0.3943 - accuracy: 0.8396
Epoch 157/500
225/225 [==============================] - 0s 801us/step - loss: 0.3950 - accuracy: 0.8364
Epoch 158/500
225/225 [==============================] - 0s 804us/step - loss: 0.3949 - accuracy: 0.8372
Epoch 159/500
225/225 [==============================] - 0s 830us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 160/500
225/225 [==============================] - 0s 833us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 161/500
225/225 [==============================] - 0s 798us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 162/500
225/225 [==============================] - 0s 825us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 163/500
225/225 [==============================] - 0s 840us/step - loss: 0.3947 - accuracy: 0.8385
Epoch 164/500
225/225 [==============================] - 0s 806us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 165/500
225/225 [==============================] - 0s 844us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 166/500
225/225 [==============================] - 0s 809us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 167/500
225/225 [==============================] - 0s 824us/step - loss: 0.3947 - accuracy: 0.8381
Epoch 168/500
225/225 [==============================] - 0s 807us/step - loss: 0.3947 - accuracy: 0.8372
Epoch 169/500
225/225 [==============================] - 0s 829us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 170/500
225/225 [==============================] - 0s 824us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 171/500
225/225 [==============================] - 0s 864us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 172/500
225/225 [==============================] - 0s 808us/step - loss: 0.3945 - accuracy: 0.8378
Epoch 173/500
225/225 [==============================] - 0s 807us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 174/500
225/225 [==============================] - 0s 807us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 175/500
225/225 [==============================] - 0s 807us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 176/500
225/225 [==============================] - 0s 862us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 177/500
225/225 [==============================] - 0s 816us/step - loss: 0.3947 - accuracy: 0.8361
Epoch 178/500
225/225 [==============================] - 0s 812us/step - loss: 0.3943 - accuracy: 0.8376
Epoch 179/500
225/225 [==============================] - 0s 806us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 180/500
225/225 [==============================] - 0s 794us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 181/500
225/225 [==============================] - 0s 816us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 182/500
225/225 [==============================] - 0s 826us/step - loss: 0.3947 - accuracy: 0.8363
Epoch 183/500
225/225 [==============================] - 0s 812us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 184/500
225/225 [==============================] - 0s 816us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 185/500
225/225 [==============================] - 0s 802us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 186/500
225/225 [==============================] - 0s 834us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 187/500
225/225 [==============================] - 0s 802us/step - loss: 0.3945 - accuracy: 0.8374
Epoch 188/500
225/225 [==============================] - 0s 789us/step - loss: 0.3943 - accuracy: 0.8382
Epoch 189/500
225/225 [==============================] - 0s 820us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 190/500
225/225 [==============================] - 0s 811us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 191/500
225/225 [==============================] - 0s 944us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 192/500
225/225 [==============================] - 0s 863us/step - loss: 0.3944 - accuracy: 0.8374
Epoch 193/500
225/225 [==============================] - 0s 793us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 194/500
225/225 [==============================] - 0s 820us/step - loss: 0.3946 - accuracy: 0.8375
Epoch 195/500
225/225 [==============================] - 0s 803us/step - loss: 0.3943 - accuracy: 0.8369
Epoch 196/500
225/225 [==============================] - 0s 789us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 197/500
225/225 [==============================] - 0s 827us/step - loss: 0.3944 - accuracy: 0.8372
Epoch 198/500
225/225 [==============================] - 0s 835us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 199/500
225/225 [==============================] - 0s 840us/step - loss: 0.3942 - accuracy: 0.8372
Epoch 200/500
225/225 [==============================] - 0s 803us/step - loss: 0.3944 - accuracy: 0.8368
Epoch 201/500
225/225 [==============================] - 0s 809us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 202/500
225/225 [==============================] - 0s 852us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 203/500
225/225 [==============================] - 0s 820us/step - loss: 0.3943 - accuracy: 0.8379
Epoch 204/500
225/225 [==============================] - 0s 792us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 205/500
225/225 [==============================] - 0s 827us/step - loss: 0.3941 - accuracy: 0.8364
Epoch 206/500
225/225 [==============================] - 0s 801us/step - loss: 0.3943 - accuracy: 0.8388
Epoch 207/500
225/225 [==============================] - 0s 825us/step - loss: 0.3943 - accuracy: 0.8379
Epoch 208/500
225/225 [==============================] - 0s 809us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 209/500
225/225 [==============================] - 0s 815us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 210/500
225/225 [==============================] - 0s 824us/step - loss: 0.3943 - accuracy: 0.8376
Epoch 211/500
225/225 [==============================] - 0s 815us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 212/500
225/225 [==============================] - 0s 800us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 213/500
225/225 [==============================] - 0s 856us/step - loss: 0.3943 - accuracy: 0.8388
Epoch 214/500
225/225 [==============================] - 0s 810us/step - loss: 0.3940 - accuracy: 0.8369
Epoch 215/500
225/225 [==============================] - 0s 815us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 216/500
225/225 [==============================] - 0s 807us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 217/500
225/225 [==============================] - 0s 811us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 218/500
225/225 [==============================] - 0s 809us/step - loss: 0.3940 - accuracy: 0.8382
Epoch 219/500
225/225 [==============================] - 0s 874us/step - loss: 0.3944 - accuracy: 0.8369
Epoch 220/500
225/225 [==============================] - 0s 799us/step - loss: 0.3942 - accuracy: 0.8374
Epoch 221/500
225/225 [==============================] - 0s 818us/step - loss: 0.3943 - accuracy: 0.8367
Epoch 222/500
225/225 [==============================] - 0s 810us/step - loss: 0.3943 - accuracy: 0.8385
Epoch 223/500
225/225 [==============================] - 0s 817us/step - loss: 0.3940 - accuracy: 0.8368
Epoch 224/500
225/225 [==============================] - 0s 839us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 225/500
225/225 [==============================] - 0s 812us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 226/500
225/225 [==============================] - 0s 814us/step - loss: 0.3941 - accuracy: 0.8357
Epoch 227/500
225/225 [==============================] - 0s 825us/step - loss: 0.3940 - accuracy: 0.8379
Epoch 228/500
225/225 [==============================] - 0s 795us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 229/500
225/225 [==============================] - 0s 813us/step - loss: 0.3942 - accuracy: 0.8388
Epoch 230/500
225/225 [==============================] - 0s 836us/step - loss: 0.3941 - accuracy: 0.8382
Epoch 231/500
225/225 [==============================] - 0s 830us/step - loss: 0.3942 - accuracy: 0.8358
Epoch 232/500
225/225 [==============================] - 0s 802us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 233/500
225/225 [==============================] - 0s 811us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 234/500
225/225 [==============================] - 0s 813us/step - loss: 0.3943 - accuracy: 0.8365
Epoch 235/500
225/225 [==============================] - 0s 848us/step - loss: 0.3940 - accuracy: 0.8374
Epoch 236/500
225/225 [==============================] - 0s 801us/step - loss: 0.3941 - accuracy: 0.8364
Epoch 237/500
225/225 [==============================] - 0s 811us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 238/500
225/225 [==============================] - 0s 817us/step - loss: 0.3941 - accuracy: 0.8379
Epoch 239/500
225/225 [==============================] - 0s 792us/step - loss: 0.3941 - accuracy: 0.8379
Epoch 240/500
225/225 [==============================] - 0s 860us/step - loss: 0.3941 - accuracy: 0.8367
Epoch 241/500
225/225 [==============================] - 0s 810us/step - loss: 0.3940 - accuracy: 0.8367
Epoch 242/500
225/225 [==============================] - 0s 806us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 243/500
225/225 [==============================] - 0s 798us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 244/500
225/225 [==============================] - 0s 807us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 245/500
225/225 [==============================] - 0s 845us/step - loss: 0.3939 - accuracy: 0.8371
Epoch 246/500
225/225 [==============================] - 0s 817us/step - loss: 0.3939 - accuracy: 0.8383
Epoch 247/500
225/225 [==============================] - 0s 799us/step - loss: 0.3940 - accuracy: 0.8360
Epoch 248/500
225/225 [==============================] - 0s 802us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 249/500
225/225 [==============================] - 0s 810us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 250/500
225/225 [==============================] - 0s 806us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 251/500
225/225 [==============================] - 0s 843us/step - loss: 0.3939 - accuracy: 0.8388
Epoch 252/500
225/225 [==============================] - 0s 828us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 253/500
225/225 [==============================] - 0s 832us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 254/500
225/225 [==============================] - 0s 810us/step - loss: 0.3941 - accuracy: 0.8361
Epoch 255/500
225/225 [==============================] - 0s 802us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 256/500
225/225 [==============================] - 0s 821us/step - loss: 0.3939 - accuracy: 0.8363
Epoch 257/500
225/225 [==============================] - 0s 818us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 258/500
225/225 [==============================] - 0s 810us/step - loss: 0.3938 - accuracy: 0.8361
Epoch 259/500
225/225 [==============================] - 0s 795us/step - loss: 0.3939 - accuracy: 0.8375
Epoch 260/500
225/225 [==============================] - 0s 817us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 261/500
225/225 [==============================] - 0s 805us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 262/500
225/225 [==============================] - 0s 881us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 263/500
225/225 [==============================] - 0s 804us/step - loss: 0.3939 - accuracy: 0.8376
Epoch 264/500
225/225 [==============================] - 0s 846us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 265/500
225/225 [==============================] - 0s 808us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 266/500
225/225 [==============================] - 0s 809us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 267/500
225/225 [==============================] - 0s 869us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 268/500
225/225 [==============================] - 0s 999us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 269/500
225/225 [==============================] - 0s 823us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 270/500
225/225 [==============================] - 0s 815us/step - loss: 0.3938 - accuracy: 0.8371
Epoch 271/500
225/225 [==============================] - 0s 795us/step - loss: 0.3937 - accuracy: 0.8360
Epoch 272/500
225/225 [==============================] - 0s 839us/step - loss: 0.3940 - accuracy: 0.8371
Epoch 273/500
225/225 [==============================] - 0s 821us/step - loss: 0.3933 - accuracy: 0.8388
Epoch 274/500
225/225 [==============================] - 0s 809us/step - loss: 0.3942 - accuracy: 0.8372
Epoch 275/500
225/225 [==============================] - 0s 797us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 276/500
225/225 [==============================] - 0s 819us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 277/500
225/225 [==============================] - 0s 801us/step - loss: 0.3940 - accuracy: 0.8368
Epoch 278/500
225/225 [==============================] - 0s 854us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 279/500
225/225 [==============================] - 0s 794us/step - loss: 0.3940 - accuracy: 0.8374
Epoch 280/500
225/225 [==============================] - 0s 808us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 281/500
225/225 [==============================] - 0s 819us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 282/500
225/225 [==============================] - 0s 800us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 283/500
225/225 [==============================] - 0s 808us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 284/500
225/225 [==============================] - 0s 937us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 285/500
225/225 [==============================] - 0s 810us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 286/500
225/225 [==============================] - 0s 816us/step - loss: 0.3937 - accuracy: 0.8383
Epoch 287/500
225/225 [==============================] - 0s 792us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 288/500
225/225 [==============================] - 0s 842us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 289/500
225/225 [==============================] - 0s 834us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 290/500
225/225 [==============================] - 0s 798us/step - loss: 0.3940 - accuracy: 0.8360
Epoch 291/500
225/225 [==============================] - 0s 797us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 292/500
225/225 [==============================] - 0s 818us/step - loss: 0.3937 - accuracy: 0.8369
Epoch 293/500
225/225 [==============================] - 0s 813us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 294/500
225/225 [==============================] - 0s 838us/step - loss: 0.3935 - accuracy: 0.8390
Epoch 295/500
225/225 [==============================] - 0s 834us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 296/500
225/225 [==============================] - 0s 805us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 297/500
225/225 [==============================] - 0s 816us/step - loss: 0.3936 - accuracy: 0.8356
Epoch 298/500
225/225 [==============================] - 0s 787us/step - loss: 0.3939 - accuracy: 0.8371
Epoch 299/500
225/225 [==============================] - 0s 954us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 300/500
225/225 [==============================] - 0s 976us/step - loss: 0.3939 - accuracy: 0.8374
Epoch 301/500
225/225 [==============================] - 0s 827us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 302/500
225/225 [==============================] - 0s 861us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 303/500
225/225 [==============================] - 0s 807us/step - loss: 0.3939 - accuracy: 0.8367
Epoch 304/500
225/225 [==============================] - 0s 828us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 305/500
225/225 [==============================] - 0s 855us/step - loss: 0.3936 - accuracy: 0.8367
Epoch 306/500
225/225 [==============================] - 0s 859us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 307/500
225/225 [==============================] - 0s 830us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 308/500
225/225 [==============================] - 0s 837us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 309/500
225/225 [==============================] - 0s 832us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 310/500
225/225 [==============================] - 0s 899us/step - loss: 0.3938 - accuracy: 0.8364
Epoch 311/500
225/225 [==============================] - 0s 906us/step - loss: 0.3935 - accuracy: 0.8360
Epoch 312/500
225/225 [==============================] - 0s 795us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 313/500
225/225 [==============================] - 0s 813us/step - loss: 0.3938 - accuracy: 0.8372
Epoch 314/500
225/225 [==============================] - 0s 853us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 315/500
225/225 [==============================] - 0s 812us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 316/500
225/225 [==============================] - 0s 805us/step - loss: 0.3937 - accuracy: 0.8394
Epoch 317/500
225/225 [==============================] - 0s 811us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 318/500
225/225 [==============================] - 0s 810us/step - loss: 0.3936 - accuracy: 0.8364
Epoch 319/500
225/225 [==============================] - 0s 813us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 320/500
225/225 [==============================] - 0s 823us/step - loss: 0.3936 - accuracy: 0.8390
Epoch 321/500
225/225 [==============================] - 0s 837us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 322/500
225/225 [==============================] - 0s 811us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 323/500
225/225 [==============================] - 0s 815us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 324/500
225/225 [==============================] - 0s 810us/step - loss: 0.3937 - accuracy: 0.8364
Epoch 325/500
225/225 [==============================] - 0s 824us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 326/500
225/225 [==============================] - 0s 818us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 327/500
225/225 [==============================] - 0s 821us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 328/500
225/225 [==============================] - 0s 797us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 329/500
225/225 [==============================] - 0s 834us/step - loss: 0.3935 - accuracy: 0.8363
Epoch 330/500
225/225 [==============================] - 0s 836us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 331/500
225/225 [==============================] - 0s 823us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 332/500
225/225 [==============================] - 0s 798us/step - loss: 0.3939 - accuracy: 0.8378
Epoch 333/500
225/225 [==============================] - 0s 807us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 334/500
225/225 [==============================] - 0s 813us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 335/500
225/225 [==============================] - 0s 818us/step - loss: 0.3935 - accuracy: 0.8368
Epoch 336/500
225/225 [==============================] - 0s 830us/step - loss: 0.3940 - accuracy: 0.8383
Epoch 337/500
225/225 [==============================] - 0s 831us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 338/500
225/225 [==============================] - 0s 815us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 339/500
225/225 [==============================] - 0s 811us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 340/500
225/225 [==============================] - 0s 808us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 341/500
225/225 [==============================] - 0s 843us/step - loss: 0.3936 - accuracy: 0.8367
Epoch 342/500
225/225 [==============================] - 0s 809us/step - loss: 0.3938 - accuracy: 0.8388
Epoch 343/500
225/225 [==============================] - 0s 802us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 344/500
225/225 [==============================] - 0s 799us/step - loss: 0.3939 - accuracy: 0.8376
Epoch 345/500
225/225 [==============================] - 0s 804us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 346/500
225/225 [==============================] - 0s 817us/step - loss: 0.3939 - accuracy: 0.8365
Epoch 347/500
225/225 [==============================] - 0s 887us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 348/500
225/225 [==============================] - 0s 804us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 349/500
225/225 [==============================] - 0s 813us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 350/500
225/225 [==============================] - 0s 815us/step - loss: 0.3937 - accuracy: 0.8363
Epoch 351/500
225/225 [==============================] - 0s 810us/step - loss: 0.3938 - accuracy: 0.8369
Epoch 352/500
225/225 [==============================] - 0s 832us/step - loss: 0.3938 - accuracy: 0.8369
Epoch 353/500
225/225 [==============================] - 0s 812us/step - loss: 0.3938 - accuracy: 0.8382
Epoch 354/500
225/225 [==============================] - 0s 849us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 355/500
225/225 [==============================] - 0s 797us/step - loss: 0.3937 - accuracy: 0.8390
Epoch 356/500
225/225 [==============================] - 0s 813us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 357/500
225/225 [==============================] - 0s 810us/step - loss: 0.3935 - accuracy: 0.8371
Epoch 358/500
225/225 [==============================] - 0s 854us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 359/500
225/225 [==============================] - 0s 828us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 360/500
225/225 [==============================] - 0s 813us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 361/500
225/225 [==============================] - 0s 807us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 362/500
225/225 [==============================] - 0s 815us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 363/500
225/225 [==============================] - 0s 833us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 364/500
225/225 [==============================] - 0s 816us/step - loss: 0.3937 - accuracy: 0.8379
Epoch 365/500
225/225 [==============================] - 0s 812us/step - loss: 0.3935 - accuracy: 0.8376
Epoch 366/500
225/225 [==============================] - 0s 808us/step - loss: 0.3934 - accuracy: 0.8371
Epoch 367/500
225/225 [==============================] - 0s 795us/step - loss: 0.3938 - accuracy: 0.8371
Epoch 368/500
225/225 [==============================] - 0s 836us/step - loss: 0.3936 - accuracy: 0.8367
Epoch 369/500
225/225 [==============================] - 0s 827us/step - loss: 0.3936 - accuracy: 0.8381
Epoch 370/500
225/225 [==============================] - 0s 813us/step - loss: 0.3935 - accuracy: 0.8367
Epoch 371/500
225/225 [==============================] - 0s 792us/step - loss: 0.3937 - accuracy: 0.8374
Epoch 372/500
225/225 [==============================] - 0s 817us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 373/500
225/225 [==============================] - 0s 866us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 374/500
225/225 [==============================] - 0s 806us/step - loss: 0.3934 - accuracy: 0.8365
Epoch 375/500
225/225 [==============================] - 0s 804us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 376/500
225/225 [==============================] - 0s 820us/step - loss: 0.3938 - accuracy: 0.8360
Epoch 377/500
225/225 [==============================] - 0s 817us/step - loss: 0.3935 - accuracy: 0.8369
Epoch 378/500
225/225 [==============================] - 0s 820us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 379/500
225/225 [==============================] - 0s 831us/step - loss: 0.3933 - accuracy: 0.8381
Epoch 380/500
225/225 [==============================] - 0s 843us/step - loss: 0.3934 - accuracy: 0.8386
Epoch 381/500
225/225 [==============================] - 0s 850us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 382/500
225/225 [==============================] - 0s 850us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 383/500
225/225 [==============================] - 0s 808us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 384/500
225/225 [==============================] - 0s 810us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 385/500
225/225 [==============================] - 0s 838us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 386/500
225/225 [==============================] - 0s 825us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 387/500
225/225 [==============================] - 0s 795us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 388/500
225/225 [==============================] - 0s 816us/step - loss: 0.3935 - accuracy: 0.8388
Epoch 389/500
225/225 [==============================] - 0s 834us/step - loss: 0.3935 - accuracy: 0.8376
Epoch 390/500
225/225 [==============================] - 0s 909us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 391/500
225/225 [==============================] - 0s 940us/step - loss: 0.3934 - accuracy: 0.8383
Epoch 392/500
225/225 [==============================] - 0s 800us/step - loss: 0.3934 - accuracy: 0.8371
Epoch 393/500
225/225 [==============================] - 0s 823us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 394/500
225/225 [==============================] - 0s 850us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 395/500
225/225 [==============================] - 0s 830us/step - loss: 0.3935 - accuracy: 0.8381
Epoch 396/500
225/225 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 397/500
225/225 [==============================] - 0s 814us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 398/500
225/225 [==============================] - 0s 810us/step - loss: 0.3934 - accuracy: 0.8381
Epoch 399/500
225/225 [==============================] - 0s 807us/step - loss: 0.3934 - accuracy: 0.8390
Epoch 400/500
225/225 [==============================] - 0s 808us/step - loss: 0.3935 - accuracy: 0.8372
Epoch 401/500
225/225 [==============================] - 0s 817us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 402/500
225/225 [==============================] - 0s 818us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 403/500
225/225 [==============================] - 0s 792us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 404/500
225/225 [==============================] - 0s 804us/step - loss: 0.3936 - accuracy: 0.8368
Epoch 405/500
225/225 [==============================] - 0s 826us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 406/500
225/225 [==============================] - 0s 811us/step - loss: 0.3931 - accuracy: 0.8385
Epoch 407/500
225/225 [==============================] - 0s 797us/step - loss: 0.3934 - accuracy: 0.8365
Epoch 408/500
225/225 [==============================] - 0s 813us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 409/500
225/225 [==============================] - 0s 808us/step - loss: 0.3931 - accuracy: 0.8388
Epoch 410/500
225/225 [==============================] - 0s 817us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 411/500
225/225 [==============================] - 0s 823us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 412/500
225/225 [==============================] - 0s 828us/step - loss: 0.3934 - accuracy: 0.8379
Epoch 413/500
225/225 [==============================] - 0s 800us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 414/500
225/225 [==============================] - 0s 857us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 415/500
225/225 [==============================] - 0s 847us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 416/500
225/225 [==============================] - 0s 859us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 417/500
225/225 [==============================] - 0s 813us/step - loss: 0.3935 - accuracy: 0.8378
Epoch 418/500
225/225 [==============================] - 0s 817us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 419/500
225/225 [==============================] - 0s 805us/step - loss: 0.3934 - accuracy: 0.8392
Epoch 420/500
225/225 [==============================] - 0s 811us/step - loss: 0.3934 - accuracy: 0.8368
Epoch 421/500
225/225 [==============================] - 0s 876us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 422/500
225/225 [==============================] - 0s 806us/step - loss: 0.3934 - accuracy: 0.8371
Epoch 423/500
225/225 [==============================] - 0s 831us/step - loss: 0.3934 - accuracy: 0.8365
Epoch 424/500
225/225 [==============================] - 0s 829us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 425/500
225/225 [==============================] - 0s 819us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 426/500
225/225 [==============================] - 0s 797us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 427/500
225/225 [==============================] - 0s 832us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 428/500
225/225 [==============================] - 0s 813us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 429/500
225/225 [==============================] - 0s 820us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 430/500
225/225 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 431/500
225/225 [==============================] - 0s 939us/step - loss: 0.3933 - accuracy: 0.8376
Epoch 432/500
225/225 [==============================] - 0s 850us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 433/500
225/225 [==============================] - 0s 808us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 434/500
225/225 [==============================] - 0s 814us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 435/500
225/225 [==============================] - 0s 787us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 436/500
225/225 [==============================] - 0s 811us/step - loss: 0.3931 - accuracy: 0.8371
Epoch 437/500
225/225 [==============================] - 0s 855us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 438/500
225/225 [==============================] - 0s 815us/step - loss: 0.3932 - accuracy: 0.8379
Epoch 439/500
225/225 [==============================] - 0s 794us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 440/500
225/225 [==============================] - 0s 816us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 441/500
225/225 [==============================] - 0s 805us/step - loss: 0.3931 - accuracy: 0.8368
Epoch 442/500
225/225 [==============================] - 0s 789us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 443/500
225/225 [==============================] - 0s 853us/step - loss: 0.3928 - accuracy: 0.8378
Epoch 444/500
225/225 [==============================] - 0s 825us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 445/500
225/225 [==============================] - 0s 817us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 446/500
225/225 [==============================] - 0s 784us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 447/500
225/225 [==============================] - 0s 805us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 448/500
225/225 [==============================] - 0s 852us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 449/500
225/225 [==============================] - 0s 803us/step - loss: 0.3929 - accuracy: 0.8369
Epoch 450/500
225/225 [==============================] - 0s 791us/step - loss: 0.3926 - accuracy: 0.8365
Epoch 451/500
225/225 [==============================] - 0s 816us/step - loss: 0.3932 - accuracy: 0.8365
Epoch 452/500
225/225 [==============================] - 0s 818us/step - loss: 0.3928 - accuracy: 0.8378
Epoch 453/500
225/225 [==============================] - 0s 802us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 454/500
225/225 [==============================] - 0s 797us/step - loss: 0.3932 - accuracy: 0.8378
Epoch 455/500
225/225 [==============================] - 0s 809us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 456/500
225/225 [==============================] - 0s 812us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 457/500
225/225 [==============================] - 0s 798us/step - loss: 0.3929 - accuracy: 0.8376
Epoch 458/500
225/225 [==============================] - 0s 796us/step - loss: 0.3931 - accuracy: 0.8386
Epoch 459/500
225/225 [==============================] - 0s 870us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 460/500
225/225 [==============================] - 0s 813us/step - loss: 0.3931 - accuracy: 0.8382
Epoch 461/500
225/225 [==============================] - 0s 812us/step - loss: 0.3925 - accuracy: 0.8376
Epoch 462/500
225/225 [==============================] - 0s 793us/step - loss: 0.3930 - accuracy: 0.8383
Epoch 463/500
225/225 [==============================] - 0s 848us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 464/500
225/225 [==============================] - 0s 807us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 465/500
225/225 [==============================] - 0s 810us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 466/500
225/225 [==============================] - 0s 819us/step - loss: 0.3931 - accuracy: 0.8372
Epoch 467/500
225/225 [==============================] - 0s 814us/step - loss: 0.3932 - accuracy: 0.8385
Epoch 468/500
225/225 [==============================] - 0s 811us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 469/500
225/225 [==============================] - 0s 799us/step - loss: 0.3931 - accuracy: 0.8365
Epoch 470/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3928 - accuracy: 0.8376
Epoch 471/500
225/225 [==============================] - 0s 794us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 472/500
225/225 [==============================] - 0s 816us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 473/500
225/225 [==============================] - 0s 805us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 474/500
225/225 [==============================] - 0s 810us/step - loss: 0.3931 - accuracy: 0.8361
Epoch 475/500
225/225 [==============================] - 0s 887us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 476/500
225/225 [==============================] - 0s 808us/step - loss: 0.3931 - accuracy: 0.8388
Epoch 477/500
225/225 [==============================] - 0s 812us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 478/500
225/225 [==============================] - 0s 824us/step - loss: 0.3930 - accuracy: 0.8372
Epoch 479/500
225/225 [==============================] - 0s 788us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 480/500
225/225 [==============================] - 0s 843us/step - loss: 0.3929 - accuracy: 0.8388
Epoch 481/500
225/225 [==============================] - 0s 804us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 482/500
225/225 [==============================] - 0s 792us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 483/500
225/225 [==============================] - 0s 812us/step - loss: 0.3928 - accuracy: 0.8383
Epoch 484/500
225/225 [==============================] - 0s 816us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 485/500
225/225 [==============================] - 0s 840us/step - loss: 0.3929 - accuracy: 0.8397
Epoch 486/500
225/225 [==============================] - 0s 916us/step - loss: 0.3929 - accuracy: 0.8393
Epoch 487/500
225/225 [==============================] - 0s 792us/step - loss: 0.3929 - accuracy: 0.8367
Epoch 488/500
225/225 [==============================] - 0s 811us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 489/500
225/225 [==============================] - 0s 818us/step - loss: 0.3927 - accuracy: 0.8374
Epoch 490/500
225/225 [==============================] - 0s 796us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 491/500
225/225 [==============================] - 0s 853us/step - loss: 0.3931 - accuracy: 0.8390
Epoch 492/500
225/225 [==============================] - 0s 809us/step - loss: 0.3927 - accuracy: 0.8386
Epoch 493/500
225/225 [==============================] - 0s 811us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 494/500
225/225 [==============================] - 0s 790us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 495/500
225/225 [==============================] - 0s 808us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 496/500
225/225 [==============================] - 0s 836us/step - loss: 0.3931 - accuracy: 0.8381
Epoch 497/500
225/225 [==============================] - 0s 842us/step - loss: 0.3926 - accuracy: 0.8369
Epoch 498/500
225/225 [==============================] - 0s 808us/step - loss: 0.3927 - accuracy: 0.8383
Epoch 499/500
225/225 [==============================] - 0s 811us/step - loss: 0.3927 - accuracy: 0.8361
Epoch 500/500
225/225 [==============================] - 0s 819us/step - loss: 0.3928 - accuracy: 0.8376
Epoch 1/500
225/225 [==============================] - 0s 837us/step - loss: 0.6120 - accuracy: 0.7949
Epoch 2/500
225/225 [==============================] - 0s 830us/step - loss: 0.4644 - accuracy: 0.7953
Epoch 3/500
225/225 [==============================] - 0s 832us/step - loss: 0.4425 - accuracy: 0.7953
Epoch 4/500
225/225 [==============================] - 0s 858us/step - loss: 0.4369 - accuracy: 0.7953
Epoch 5/500
225/225 [==============================] - 0s 851us/step - loss: 0.4341 - accuracy: 0.7953
Epoch 6/500
225/225 [==============================] - 0s 825us/step - loss: 0.4323 - accuracy: 0.7953
Epoch 7/500
225/225 [==============================] - 0s 846us/step - loss: 0.4308 - accuracy: 0.7953
Epoch 8/500
225/225 [==============================] - 0s 848us/step - loss: 0.4292 - accuracy: 0.7953
Epoch 9/500
225/225 [==============================] - 0s 863us/step - loss: 0.4273 - accuracy: 0.7953
Epoch 10/500
225/225 [==============================] - 0s 826us/step - loss: 0.4253 - accuracy: 0.8172
Epoch 11/500
225/225 [==============================] - 0s 849us/step - loss: 0.4236 - accuracy: 0.8179
Epoch 12/500
225/225 [==============================] - 0s 841us/step - loss: 0.4220 - accuracy: 0.8214
Epoch 13/500
225/225 [==============================] - 0s 841us/step - loss: 0.4208 - accuracy: 0.8228
Epoch 14/500
225/225 [==============================] - 0s 856us/step - loss: 0.4198 - accuracy: 0.8256
Epoch 15/500
225/225 [==============================] - 0s 816us/step - loss: 0.4186 - accuracy: 0.8269
Epoch 16/500
225/225 [==============================] - 0s 871us/step - loss: 0.4176 - accuracy: 0.8288
Epoch 17/500
225/225 [==============================] - 0s 854us/step - loss: 0.4167 - accuracy: 0.8303
Epoch 18/500
225/225 [==============================] - 0s 854us/step - loss: 0.4159 - accuracy: 0.8300
Epoch 19/500
225/225 [==============================] - 0s 818us/step - loss: 0.4150 - accuracy: 0.8311
Epoch 20/500
225/225 [==============================] - 0s 891us/step - loss: 0.4144 - accuracy: 0.8308
Epoch 21/500
225/225 [==============================] - 0s 925us/step - loss: 0.4139 - accuracy: 0.8318
Epoch 22/500
225/225 [==============================] - 0s 872us/step - loss: 0.4136 - accuracy: 0.8332
Epoch 23/500
225/225 [==============================] - 0s 829us/step - loss: 0.4129 - accuracy: 0.8328
Epoch 24/500
225/225 [==============================] - 0s 891us/step - loss: 0.4124 - accuracy: 0.8340
Epoch 25/500
225/225 [==============================] - 0s 810us/step - loss: 0.4118 - accuracy: 0.8353
Epoch 26/500
225/225 [==============================] - 0s 789us/step - loss: 0.4113 - accuracy: 0.8335
Epoch 27/500
225/225 [==============================] - 0s 798us/step - loss: 0.4111 - accuracy: 0.8349
Epoch 28/500
225/225 [==============================] - 0s 790us/step - loss: 0.4105 - accuracy: 0.8350
Epoch 29/500
225/225 [==============================] - 0s 802us/step - loss: 0.4101 - accuracy: 0.8339
Epoch 30/500
225/225 [==============================] - 0s 818us/step - loss: 0.4098 - accuracy: 0.8347
Epoch 31/500
225/225 [==============================] - 0s 790us/step - loss: 0.4096 - accuracy: 0.8354
Epoch 32/500
225/225 [==============================] - 0s 952us/step - loss: 0.4092 - accuracy: 0.8364
Epoch 33/500
225/225 [==============================] - 0s 791us/step - loss: 0.4089 - accuracy: 0.8353
Epoch 34/500
225/225 [==============================] - 0s 791us/step - loss: 0.4086 - accuracy: 0.8361
Epoch 35/500
225/225 [==============================] - 0s 821us/step - loss: 0.4082 - accuracy: 0.8356
Epoch 36/500
225/225 [==============================] - 0s 827us/step - loss: 0.4081 - accuracy: 0.8361
Epoch 37/500
225/225 [==============================] - 0s 803us/step - loss: 0.4079 - accuracy: 0.8365
Epoch 38/500
225/225 [==============================] - 0s 806us/step - loss: 0.4076 - accuracy: 0.8364
Epoch 39/500
225/225 [==============================] - 0s 814us/step - loss: 0.4076 - accuracy: 0.8358
Epoch 40/500
225/225 [==============================] - 0s 817us/step - loss: 0.4073 - accuracy: 0.8363
Epoch 41/500
225/225 [==============================] - 0s 816us/step - loss: 0.4074 - accuracy: 0.8368
Epoch 42/500
225/225 [==============================] - 0s 793us/step - loss: 0.4070 - accuracy: 0.8361
Epoch 43/500
225/225 [==============================] - 0s 792us/step - loss: 0.4069 - accuracy: 0.8357
Epoch 44/500
225/225 [==============================] - 0s 797us/step - loss: 0.4068 - accuracy: 0.8364
Epoch 45/500
225/225 [==============================] - 0s 803us/step - loss: 0.4067 - accuracy: 0.8367
Epoch 46/500
225/225 [==============================] - 0s 824us/step - loss: 0.4066 - accuracy: 0.8363
Epoch 47/500
225/225 [==============================] - 0s 857us/step - loss: 0.4065 - accuracy: 0.8369
Epoch 48/500
225/225 [==============================] - 0s 801us/step - loss: 0.4061 - accuracy: 0.8368
Epoch 49/500
225/225 [==============================] - 0s 794us/step - loss: 0.4063 - accuracy: 0.8375
Epoch 50/500
225/225 [==============================] - 0s 896us/step - loss: 0.4061 - accuracy: 0.8368
Epoch 51/500
225/225 [==============================] - 0s 849us/step - loss: 0.4058 - accuracy: 0.8365
Epoch 52/500
225/225 [==============================] - 0s 820us/step - loss: 0.4057 - accuracy: 0.8368
Epoch 53/500
225/225 [==============================] - 0s 813us/step - loss: 0.4051 - accuracy: 0.8364
Epoch 54/500
225/225 [==============================] - 0s 786us/step - loss: 0.4055 - accuracy: 0.8378
Epoch 55/500
225/225 [==============================] - 0s 808us/step - loss: 0.4056 - accuracy: 0.8374
Epoch 56/500
225/225 [==============================] - 0s 800us/step - loss: 0.4055 - accuracy: 0.8360
Epoch 57/500
225/225 [==============================] - 0s 843us/step - loss: 0.4052 - accuracy: 0.8371
Epoch 58/500
225/225 [==============================] - 0s 792us/step - loss: 0.4053 - accuracy: 0.8372
Epoch 59/500
225/225 [==============================] - 0s 801us/step - loss: 0.4052 - accuracy: 0.8368
Epoch 60/500
225/225 [==============================] - 0s 796us/step - loss: 0.4050 - accuracy: 0.8371
Epoch 61/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4047 - accuracy: 0.8361
Epoch 62/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4045 - accuracy: 0.8367
Epoch 63/500
225/225 [==============================] - 0s 755us/step - loss: 0.4045 - accuracy: 0.8367
Epoch 64/500
225/225 [==============================] - 0s 816us/step - loss: 0.4043 - accuracy: 0.8369
Epoch 65/500
225/225 [==============================] - 0s 841us/step - loss: 0.4043 - accuracy: 0.8361
Epoch 66/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4039 - accuracy: 0.8372
Epoch 67/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4037 - accuracy: 0.8356
Epoch 68/500
225/225 [==============================] - 0s 922us/step - loss: 0.4039 - accuracy: 0.8367
Epoch 69/500
225/225 [==============================] - 0s 998us/step - loss: 0.4037 - accuracy: 0.8369
Epoch 70/500
225/225 [==============================] - 0s 961us/step - loss: 0.4035 - accuracy: 0.8376
Epoch 71/500
225/225 [==============================] - 0s 981us/step - loss: 0.4033 - accuracy: 0.8371
Epoch 72/500
225/225 [==============================] - 0s 933us/step - loss: 0.4034 - accuracy: 0.8365
Epoch 73/500
225/225 [==============================] - 0s 955us/step - loss: 0.4031 - accuracy: 0.8367
Epoch 74/500
225/225 [==============================] - 0s 876us/step - loss: 0.4028 - accuracy: 0.8374
Epoch 75/500
225/225 [==============================] - 0s 927us/step - loss: 0.4029 - accuracy: 0.8361
Epoch 76/500
225/225 [==============================] - 0s 891us/step - loss: 0.4025 - accuracy: 0.8379
Epoch 77/500
225/225 [==============================] - 0s 914us/step - loss: 0.4026 - accuracy: 0.8363
Epoch 78/500
225/225 [==============================] - 0s 880us/step - loss: 0.4022 - accuracy: 0.8378
Epoch 79/500
225/225 [==============================] - 0s 819us/step - loss: 0.4022 - accuracy: 0.8364
Epoch 80/500
225/225 [==============================] - 0s 795us/step - loss: 0.4017 - accuracy: 0.8360
Epoch 81/500
225/225 [==============================] - 0s 818us/step - loss: 0.4015 - accuracy: 0.8353
Epoch 82/500
225/225 [==============================] - 0s 794us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 83/500
225/225 [==============================] - 0s 790us/step - loss: 0.4009 - accuracy: 0.8369
Epoch 84/500
225/225 [==============================] - 0s 821us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 85/500
225/225 [==============================] - 0s 797us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 86/500
225/225 [==============================] - 0s 989us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 87/500
225/225 [==============================] - 0s 817us/step - loss: 0.3997 - accuracy: 0.8368
Epoch 88/500
225/225 [==============================] - 0s 808us/step - loss: 0.3994 - accuracy: 0.8361
Epoch 89/500
225/225 [==============================] - 0s 856us/step - loss: 0.3991 - accuracy: 0.8365
Epoch 90/500
225/225 [==============================] - 0s 907us/step - loss: 0.3988 - accuracy: 0.8367
Epoch 91/500
225/225 [==============================] - 0s 909us/step - loss: 0.3984 - accuracy: 0.8378
Epoch 92/500
225/225 [==============================] - 0s 888us/step - loss: 0.3983 - accuracy: 0.8376
Epoch 93/500
225/225 [==============================] - 0s 871us/step - loss: 0.3983 - accuracy: 0.8388
Epoch 94/500
225/225 [==============================] - 0s 813us/step - loss: 0.3978 - accuracy: 0.8358
Epoch 95/500
225/225 [==============================] - 0s 848us/step - loss: 0.3976 - accuracy: 0.8365
Epoch 96/500
225/225 [==============================] - 0s 806us/step - loss: 0.3976 - accuracy: 0.8368
Epoch 97/500
225/225 [==============================] - 0s 820us/step - loss: 0.3977 - accuracy: 0.8375
Epoch 98/500
225/225 [==============================] - 0s 792us/step - loss: 0.3974 - accuracy: 0.8382
Epoch 99/500
225/225 [==============================] - 0s 808us/step - loss: 0.3975 - accuracy: 0.8374
Epoch 100/500
225/225 [==============================] - 0s 806us/step - loss: 0.3976 - accuracy: 0.8382
Epoch 101/500
225/225 [==============================] - 0s 846us/step - loss: 0.3972 - accuracy: 0.8379
Epoch 102/500
225/225 [==============================] - 0s 795us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 103/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8365
Epoch 104/500
225/225 [==============================] - 0s 937us/step - loss: 0.3971 - accuracy: 0.8386
Epoch 105/500
225/225 [==============================] - 0s 865us/step - loss: 0.3970 - accuracy: 0.8389
Epoch 106/500
225/225 [==============================] - 0s 808us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 107/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3969 - accuracy: 0.8372: 0s - loss: 0.3965 - accuracy
Epoch 108/500
225/225 [==============================] - 0s 804us/step - loss: 0.3959 - accuracy: 0.8385
Epoch 109/500
225/225 [==============================] - 0s 812us/step - loss: 0.3968 - accuracy: 0.8383
Epoch 110/500
225/225 [==============================] - 0s 850us/step - loss: 0.3967 - accuracy: 0.8378
Epoch 111/500
225/225 [==============================] - 0s 814us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 112/500
225/225 [==============================] - 0s 810us/step - loss: 0.3963 - accuracy: 0.8375
Epoch 113/500
225/225 [==============================] - 0s 802us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 114/500
225/225 [==============================] - 0s 869us/step - loss: 0.3961 - accuracy: 0.8385
Epoch 115/500
225/225 [==============================] - 0s 900us/step - loss: 0.3961 - accuracy: 0.8367
Epoch 116/500
225/225 [==============================] - 0s 916us/step - loss: 0.3963 - accuracy: 0.8386
Epoch 117/500
225/225 [==============================] - 0s 895us/step - loss: 0.3962 - accuracy: 0.8385
Epoch 118/500
225/225 [==============================] - 0s 892us/step - loss: 0.3962 - accuracy: 0.8385
Epoch 119/500
225/225 [==============================] - 0s 836us/step - loss: 0.3959 - accuracy: 0.8383
Epoch 120/500
225/225 [==============================] - 0s 837us/step - loss: 0.3962 - accuracy: 0.8383
Epoch 121/500
225/225 [==============================] - 0s 803us/step - loss: 0.3963 - accuracy: 0.8385
Epoch 122/500
225/225 [==============================] - 0s 815us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 123/500
225/225 [==============================] - 0s 791us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 124/500
225/225 [==============================] - 0s 809us/step - loss: 0.3961 - accuracy: 0.8365
Epoch 125/500
225/225 [==============================] - 0s 836us/step - loss: 0.3959 - accuracy: 0.8386
Epoch 126/500
225/225 [==============================] - 0s 877us/step - loss: 0.3961 - accuracy: 0.8371
Epoch 127/500
225/225 [==============================] - 0s 810us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 128/500
225/225 [==============================] - 0s 814us/step - loss: 0.3959 - accuracy: 0.8382
Epoch 129/500
225/225 [==============================] - 0s 813us/step - loss: 0.3960 - accuracy: 0.8374
Epoch 130/500
225/225 [==============================] - 0s 819us/step - loss: 0.3957 - accuracy: 0.8376
Epoch 131/500
225/225 [==============================] - 0s 827us/step - loss: 0.3958 - accuracy: 0.8379
Epoch 132/500
225/225 [==============================] - 0s 805us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 133/500
225/225 [==============================] - 0s 817us/step - loss: 0.3956 - accuracy: 0.8393
Epoch 134/500
225/225 [==============================] - 0s 802us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 135/500
225/225 [==============================] - 0s 802us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 136/500
225/225 [==============================] - 0s 832us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 137/500
225/225 [==============================] - 0s 810us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 138/500
225/225 [==============================] - 0s 812us/step - loss: 0.3957 - accuracy: 0.8388
Epoch 139/500
225/225 [==============================] - 0s 801us/step - loss: 0.3957 - accuracy: 0.8374
Epoch 140/500
225/225 [==============================] - 0s 817us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 141/500
225/225 [==============================] - 0s 809us/step - loss: 0.3956 - accuracy: 0.8376
Epoch 142/500
225/225 [==============================] - 0s 823us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 143/500
225/225 [==============================] - 0s 789us/step - loss: 0.3957 - accuracy: 0.8375
Epoch 144/500
225/225 [==============================] - 0s 809us/step - loss: 0.3957 - accuracy: 0.8388
Epoch 145/500
225/225 [==============================] - 0s 805us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 146/500
225/225 [==============================] - 0s 788us/step - loss: 0.3959 - accuracy: 0.8394
Epoch 147/500
225/225 [==============================] - 0s 844us/step - loss: 0.3953 - accuracy: 0.8376
Epoch 148/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3953 - accuracy: 0.8367
Epoch 149/500
225/225 [==============================] - 0s 944us/step - loss: 0.3956 - accuracy: 0.8379
Epoch 150/500
225/225 [==============================] - 0s 802us/step - loss: 0.3956 - accuracy: 0.8386
Epoch 151/500
225/225 [==============================] - 0s 807us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 152/500
225/225 [==============================] - 0s 856us/step - loss: 0.3956 - accuracy: 0.8386
Epoch 153/500
225/225 [==============================] - 0s 792us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 154/500
225/225 [==============================] - 0s 826us/step - loss: 0.3956 - accuracy: 0.8379
Epoch 155/500
225/225 [==============================] - 0s 813us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 156/500
225/225 [==============================] - 0s 800us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 157/500
225/225 [==============================] - 0s 856us/step - loss: 0.3956 - accuracy: 0.8400
Epoch 158/500
225/225 [==============================] - 0s 803us/step - loss: 0.3956 - accuracy: 0.8383
Epoch 159/500
225/225 [==============================] - 0s 809us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 160/500
225/225 [==============================] - 0s 798us/step - loss: 0.3956 - accuracy: 0.8385
Epoch 161/500
225/225 [==============================] - 0s 790us/step - loss: 0.3955 - accuracy: 0.8393
Epoch 162/500
225/225 [==============================] - 0s 844us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 163/500
225/225 [==============================] - 0s 912us/step - loss: 0.3950 - accuracy: 0.8397
Epoch 164/500
225/225 [==============================] - 0s 793us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 165/500
225/225 [==============================] - 0s 809us/step - loss: 0.3955 - accuracy: 0.8376
Epoch 166/500
225/225 [==============================] - 0s 801us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 167/500
225/225 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8394
Epoch 168/500
225/225 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8392
Epoch 169/500
225/225 [==============================] - 0s 844us/step - loss: 0.3956 - accuracy: 0.8393
Epoch 170/500
225/225 [==============================] - 0s 812us/step - loss: 0.3955 - accuracy: 0.8392
Epoch 171/500
225/225 [==============================] - 0s 818us/step - loss: 0.3958 - accuracy: 0.8381
Epoch 172/500
225/225 [==============================] - 0s 791us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 173/500
225/225 [==============================] - 0s 849us/step - loss: 0.3955 - accuracy: 0.8393
Epoch 174/500
225/225 [==============================] - 0s 810us/step - loss: 0.3955 - accuracy: 0.8388
Epoch 175/500
225/225 [==============================] - 0s 792us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 176/500
225/225 [==============================] - 0s 811us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 177/500
225/225 [==============================] - 0s 799us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 178/500
225/225 [==============================] - 0s 854us/step - loss: 0.3955 - accuracy: 0.8389
Epoch 179/500
225/225 [==============================] - 0s 803us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 180/500
225/225 [==============================] - 0s 817us/step - loss: 0.3953 - accuracy: 0.8393
Epoch 181/500
225/225 [==============================] - 0s 800us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 182/500
225/225 [==============================] - 0s 806us/step - loss: 0.3956 - accuracy: 0.8379
Epoch 183/500
225/225 [==============================] - 0s 805us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 184/500
225/225 [==============================] - 0s 829us/step - loss: 0.3955 - accuracy: 0.8392
Epoch 185/500
225/225 [==============================] - 0s 805us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 186/500
225/225 [==============================] - 0s 808us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 187/500
225/225 [==============================] - 0s 795us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 188/500
225/225 [==============================] - 0s 808us/step - loss: 0.3952 - accuracy: 0.8378
Epoch 189/500
225/225 [==============================] - 0s 851us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 190/500
225/225 [==============================] - 0s 814us/step - loss: 0.3954 - accuracy: 0.8389
Epoch 191/500
225/225 [==============================] - 0s 799us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 192/500
225/225 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 193/500
225/225 [==============================] - 0s 807us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 194/500
225/225 [==============================] - 0s 800us/step - loss: 0.3952 - accuracy: 0.8376
Epoch 195/500
225/225 [==============================] - 0s 830us/step - loss: 0.3952 - accuracy: 0.8372
Epoch 196/500
225/225 [==============================] - 0s 809us/step - loss: 0.3956 - accuracy: 0.8382
Epoch 197/500
225/225 [==============================] - 0s 807us/step - loss: 0.3952 - accuracy: 0.8397
Epoch 198/500
225/225 [==============================] - 0s 793us/step - loss: 0.3954 - accuracy: 0.8393
Epoch 199/500
225/225 [==============================] - 0s 807us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 200/500
225/225 [==============================] - 0s 841us/step - loss: 0.3951 - accuracy: 0.8394
Epoch 201/500
225/225 [==============================] - 0s 840us/step - loss: 0.3950 - accuracy: 0.8390
Epoch 202/500
225/225 [==============================] - 0s 796us/step - loss: 0.3953 - accuracy: 0.8393
Epoch 203/500
225/225 [==============================] - 0s 806us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 204/500
225/225 [==============================] - 0s 808us/step - loss: 0.3955 - accuracy: 0.8399
Epoch 205/500
225/225 [==============================] - 0s 993us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 206/500
225/225 [==============================] - 0s 960us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 207/500
225/225 [==============================] - 0s 796us/step - loss: 0.3951 - accuracy: 0.8382
Epoch 208/500
225/225 [==============================] - 0s 801us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 209/500
225/225 [==============================] - 0s 811us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 210/500
225/225 [==============================] - 0s 824us/step - loss: 0.3952 - accuracy: 0.8396
Epoch 211/500
225/225 [==============================] - 0s 798us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 212/500
225/225 [==============================] - 0s 809us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 213/500
225/225 [==============================] - 0s 807us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 214/500
225/225 [==============================] - 0s 810us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 215/500
225/225 [==============================] - 0s 796us/step - loss: 0.3952 - accuracy: 0.8393
Epoch 216/500
225/225 [==============================] - 0s 828us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 217/500
225/225 [==============================] - 0s 806us/step - loss: 0.3952 - accuracy: 0.8390
Epoch 218/500
225/225 [==============================] - 0s 795us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 219/500
225/225 [==============================] - 0s 787us/step - loss: 0.3954 - accuracy: 0.8375
Epoch 220/500
225/225 [==============================] - 0s 793us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 221/500
225/225 [==============================] - 0s 798us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 222/500
225/225 [==============================] - 0s 807us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 223/500
225/225 [==============================] - 0s 822us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 224/500
225/225 [==============================] - 0s 792us/step - loss: 0.3953 - accuracy: 0.8400
Epoch 225/500
225/225 [==============================] - 0s 807us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 226/500
225/225 [==============================] - 0s 789us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 227/500
225/225 [==============================] - 0s 830us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 228/500
225/225 [==============================] - 0s 795us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 229/500
225/225 [==============================] - 0s 817us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 230/500
225/225 [==============================] - 0s 799us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 231/500
225/225 [==============================] - 0s 790us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 232/500
225/225 [==============================] - 0s 820us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 233/500
225/225 [==============================] - 0s 798us/step - loss: 0.3953 - accuracy: 0.8397
Epoch 234/500
225/225 [==============================] - 0s 826us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 235/500
225/225 [==============================] - 0s 865us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 236/500
225/225 [==============================] - 0s 860us/step - loss: 0.3951 - accuracy: 0.8397
Epoch 237/500
225/225 [==============================] - 0s 819us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 238/500
225/225 [==============================] - 0s 807us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 239/500
225/225 [==============================] - 0s 796us/step - loss: 0.3953 - accuracy: 0.8396
Epoch 240/500
225/225 [==============================] - 0s 794us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 241/500
225/225 [==============================] - 0s 794us/step - loss: 0.3952 - accuracy: 0.8393
Epoch 242/500
225/225 [==============================] - 0s 792us/step - loss: 0.3952 - accuracy: 0.8388
Epoch 243/500
225/225 [==============================] - 0s 832us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 244/500
225/225 [==============================] - 0s 800us/step - loss: 0.3949 - accuracy: 0.8401
Epoch 245/500
225/225 [==============================] - 0s 790us/step - loss: 0.3952 - accuracy: 0.8390
Epoch 246/500
225/225 [==============================] - 0s 787us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 247/500
225/225 [==============================] - 0s 794us/step - loss: 0.3953 - accuracy: 0.8378
Epoch 248/500
225/225 [==============================] - 0s 843us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 249/500
225/225 [==============================] - 0s 796us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 250/500
225/225 [==============================] - 0s 931us/step - loss: 0.3952 - accuracy: 0.8394
Epoch 251/500
225/225 [==============================] - 0s 938us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 252/500
225/225 [==============================] - 0s 955us/step - loss: 0.3952 - accuracy: 0.8378
Epoch 253/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8385
Epoch 254/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8376
Epoch 255/500
225/225 [==============================] - 0s 902us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 256/500
225/225 [==============================] - 0s 829us/step - loss: 0.3952 - accuracy: 0.8392
Epoch 257/500
225/225 [==============================] - 0s 837us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 258/500
225/225 [==============================] - 0s 853us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 259/500
225/225 [==============================] - 0s 851us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 260/500
225/225 [==============================] - 0s 839us/step - loss: 0.3950 - accuracy: 0.8401
Epoch 261/500
225/225 [==============================] - 0s 826us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 262/500
225/225 [==============================] - 0s 837us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 263/500
225/225 [==============================] - 0s 879us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 264/500
225/225 [==============================] - 0s 873us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 265/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8396
Epoch 266/500
225/225 [==============================] - 0s 807us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 267/500
225/225 [==============================] - 0s 802us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 268/500
225/225 [==============================] - 0s 838us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 269/500
225/225 [==============================] - 0s 813us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 270/500
225/225 [==============================] - 0s 804us/step - loss: 0.3951 - accuracy: 0.8397
Epoch 271/500
225/225 [==============================] - 0s 801us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 272/500
225/225 [==============================] - 0s 847us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 273/500
225/225 [==============================] - 0s 789us/step - loss: 0.3951 - accuracy: 0.8396
Epoch 274/500
225/225 [==============================] - 0s 798us/step - loss: 0.3952 - accuracy: 0.8375
Epoch 275/500
225/225 [==============================] - 0s 823us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 276/500
225/225 [==============================] - 0s 797us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 277/500
225/225 [==============================] - 0s 790us/step - loss: 0.3952 - accuracy: 0.8396
Epoch 278/500
225/225 [==============================] - 0s 811us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 279/500
225/225 [==============================] - 0s 791us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 280/500
225/225 [==============================] - 0s 986us/step - loss: 0.3952 - accuracy: 0.8385
Epoch 281/500
225/225 [==============================] - 0s 806us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 282/500
225/225 [==============================] - 0s 793us/step - loss: 0.3954 - accuracy: 0.8386
Epoch 283/500
225/225 [==============================] - 0s 832us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 284/500
225/225 [==============================] - 0s 851us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 285/500
225/225 [==============================] - 0s 820us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 286/500
225/225 [==============================] - 0s 797us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 287/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 288/500
225/225 [==============================] - 0s 802us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 289/500
225/225 [==============================] - 0s 817us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 290/500
225/225 [==============================] - 0s 837us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 291/500
225/225 [==============================] - 0s 813us/step - loss: 0.3949 - accuracy: 0.8364
Epoch 292/500
225/225 [==============================] - 0s 807us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 293/500
225/225 [==============================] - 0s 797us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 294/500
225/225 [==============================] - 0s 848us/step - loss: 0.3948 - accuracy: 0.8369
Epoch 295/500
225/225 [==============================] - 0s 807us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 296/500
225/225 [==============================] - 0s 808us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 297/500
225/225 [==============================] - 0s 815us/step - loss: 0.3949 - accuracy: 0.8401
Epoch 298/500
225/225 [==============================] - 0s 792us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 299/500
225/225 [==============================] - 0s 846us/step - loss: 0.3951 - accuracy: 0.8383
Epoch 300/500
225/225 [==============================] - 0s 806us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 301/500
225/225 [==============================] - 0s 811us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 302/500
225/225 [==============================] - 0s 798us/step - loss: 0.3950 - accuracy: 0.8383
Epoch 303/500
225/225 [==============================] - 0s 802us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 304/500
225/225 [==============================] - 0s 948us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 305/500
225/225 [==============================] - 0s 841us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 306/500
225/225 [==============================] - 0s 786us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 307/500
225/225 [==============================] - 0s 835us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 308/500
225/225 [==============================] - 0s 804us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 309/500
225/225 [==============================] - 0s 806us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 310/500
225/225 [==============================] - 0s 793us/step - loss: 0.3953 - accuracy: 0.8381
Epoch 311/500
225/225 [==============================] - 0s 846us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 312/500
225/225 [==============================] - 0s 805us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 313/500
225/225 [==============================] - 0s 795us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 314/500
225/225 [==============================] - 0s 806us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 315/500
225/225 [==============================] - 0s 812us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 316/500
225/225 [==============================] - 0s 850us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 317/500
225/225 [==============================] - 0s 791us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 318/500
225/225 [==============================] - 0s 828us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 319/500
225/225 [==============================] - 0s 804us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 320/500
225/225 [==============================] - 0s 835us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 321/500
225/225 [==============================] - 0s 797us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 322/500
225/225 [==============================] - 0s 799us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 323/500
225/225 [==============================] - 0s 802us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 324/500
225/225 [==============================] - 0s 828us/step - loss: 0.3951 - accuracy: 0.8389
Epoch 325/500
225/225 [==============================] - 0s 809us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 326/500
225/225 [==============================] - 0s 831us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 327/500
225/225 [==============================] - 0s 813us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 328/500
225/225 [==============================] - 0s 881us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 329/500
225/225 [==============================] - 0s 804us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 330/500
225/225 [==============================] - 0s 805us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 331/500
225/225 [==============================] - 0s 809us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 332/500
225/225 [==============================] - 0s 861us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 333/500
225/225 [==============================] - 0s 791us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 334/500
225/225 [==============================] - 0s 817us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 335/500
225/225 [==============================] - 0s 807us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 336/500
225/225 [==============================] - 0s 842us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 337/500
225/225 [==============================] - 0s 802us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 338/500
225/225 [==============================] - 0s 834us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 339/500
225/225 [==============================] - 0s 813us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 340/500
225/225 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8383
Epoch 341/500
225/225 [==============================] - 0s 797us/step - loss: 0.3949 - accuracy: 0.8372
Epoch 342/500
225/225 [==============================] - 0s 813us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 343/500
225/225 [==============================] - 0s 821us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 344/500
225/225 [==============================] - 0s 838us/step - loss: 0.3951 - accuracy: 0.8393
Epoch 345/500
225/225 [==============================] - 0s 788us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 346/500
225/225 [==============================] - 0s 816us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 347/500
225/225 [==============================] - 0s 802us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 348/500
225/225 [==============================] - 0s 814us/step - loss: 0.3950 - accuracy: 0.8388
Epoch 349/500
225/225 [==============================] - 0s 807us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 350/500
225/225 [==============================] - 0s 807us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 351/500
225/225 [==============================] - 0s 817us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 352/500
225/225 [==============================] - 0s 791us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 353/500
225/225 [==============================] - 0s 815us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 354/500
225/225 [==============================] - 0s 833us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 355/500
225/225 [==============================] - 0s 801us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 356/500
225/225 [==============================] - 0s 795us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 357/500
225/225 [==============================] - 0s 813us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 358/500
225/225 [==============================] - 0s 806us/step - loss: 0.3951 - accuracy: 0.8388
Epoch 359/500
225/225 [==============================] - 0s 855us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 360/500
225/225 [==============================] - 0s 793us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 361/500
225/225 [==============================] - 0s 957us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 362/500
225/225 [==============================] - 0s 806us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 363/500
225/225 [==============================] - 0s 803us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 364/500
225/225 [==============================] - 0s 792us/step - loss: 0.3950 - accuracy: 0.8383
Epoch 365/500
225/225 [==============================] - 0s 991us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 366/500
225/225 [==============================] - 0s 826us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 367/500
225/225 [==============================] - 0s 824us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 368/500
225/225 [==============================] - 0s 790us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 369/500
225/225 [==============================] - 0s 802us/step - loss: 0.3950 - accuracy: 0.8399
Epoch 370/500
225/225 [==============================] - 0s 849us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 371/500
225/225 [==============================] - 0s 806us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 372/500
225/225 [==============================] - 0s 796us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 373/500
225/225 [==============================] - 0s 805us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 374/500
225/225 [==============================] - 0s 808us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 375/500
225/225 [==============================] - 0s 831us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 376/500
225/225 [==============================] - 0s 783us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 377/500
225/225 [==============================] - 0s 811us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 378/500
225/225 [==============================] - 0s 814us/step - loss: 0.3949 - accuracy: 0.8399
Epoch 379/500
225/225 [==============================] - 0s 811us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 380/500
225/225 [==============================] - 0s 834us/step - loss: 0.3948 - accuracy: 0.8374
Epoch 381/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8369
Epoch 382/500
225/225 [==============================] - 0s 825us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 383/500
225/225 [==============================] - 0s 806us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 384/500
225/225 [==============================] - 0s 808us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 385/500
225/225 [==============================] - 0s 809us/step - loss: 0.3951 - accuracy: 0.8371
Epoch 386/500
225/225 [==============================] - 0s 856us/step - loss: 0.3948 - accuracy: 0.8375
Epoch 387/500
225/225 [==============================] - 0s 801us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 388/500
225/225 [==============================] - 0s 791us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 389/500
225/225 [==============================] - 0s 812us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 390/500
225/225 [==============================] - 0s 793us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 391/500
225/225 [==============================] - 0s 788us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 392/500
225/225 [==============================] - 0s 984us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 393/500
225/225 [==============================] - 0s 857us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 394/500
225/225 [==============================] - 0s 815us/step - loss: 0.3951 - accuracy: 0.8375
Epoch 395/500
225/225 [==============================] - 0s 791us/step - loss: 0.3951 - accuracy: 0.8393
Epoch 396/500
225/225 [==============================] - 0s 804us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 397/500
225/225 [==============================] - 0s 850us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 398/500
225/225 [==============================] - 0s 810us/step - loss: 0.3950 - accuracy: 0.8383
Epoch 399/500
225/225 [==============================] - 0s 785us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 400/500
225/225 [==============================] - 0s 868us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 401/500
225/225 [==============================] - 0s 808us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 402/500
225/225 [==============================] - 0s 802us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 403/500
225/225 [==============================] - 0s 810us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 404/500
225/225 [==============================] - 0s 804us/step - loss: 0.3949 - accuracy: 0.8372
Epoch 405/500
225/225 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 406/500
225/225 [==============================] - 0s 930us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 407/500
225/225 [==============================] - 0s 797us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 408/500
225/225 [==============================] - 0s 845us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 409/500
225/225 [==============================] - 0s 832us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 410/500
225/225 [==============================] - 0s 795us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 411/500
225/225 [==============================] - 0s 797us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 412/500
225/225 [==============================] - 0s 835us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 413/500
225/225 [==============================] - 0s 815us/step - loss: 0.3948 - accuracy: 0.8365
Epoch 414/500
225/225 [==============================] - 0s 815us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 415/500
225/225 [==============================] - 0s 792us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 416/500
225/225 [==============================] - 0s 812us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 417/500
225/225 [==============================] - 0s 805us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 418/500
225/225 [==============================] - 0s 811us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 419/500
225/225 [==============================] - 0s 818us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 420/500
225/225 [==============================] - 0s 808us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 421/500
225/225 [==============================] - 0s 801us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 422/500
225/225 [==============================] - 0s 797us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 423/500
225/225 [==============================] - 0s 840us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 424/500
225/225 [==============================] - 0s 820us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 425/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8403
Epoch 426/500
225/225 [==============================] - 0s 789us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 427/500
225/225 [==============================] - 0s 810us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 428/500
225/225 [==============================] - 0s 805us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 429/500
225/225 [==============================] - 0s 872us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 430/500
225/225 [==============================] - 0s 800us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 431/500
225/225 [==============================] - 0s 808us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 432/500
225/225 [==============================] - 0s 813us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 433/500
225/225 [==============================] - 0s 831us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 434/500
225/225 [==============================] - 0s 790us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 435/500
225/225 [==============================] - 0s 812us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 436/500
225/225 [==============================] - 0s 833us/step - loss: 0.3951 - accuracy: 0.8394
Epoch 437/500
225/225 [==============================] - 0s 807us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 438/500
225/225 [==============================] - 0s 794us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 439/500
225/225 [==============================] - 0s 810us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 440/500
225/225 [==============================] - 0s 807us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 441/500
225/225 [==============================] - 0s 862us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 442/500
225/225 [==============================] - 0s 791us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 443/500
225/225 [==============================] - 0s 801us/step - loss: 0.3950 - accuracy: 0.8383
Epoch 444/500
225/225 [==============================] - 0s 858us/step - loss: 0.3949 - accuracy: 0.8379
Epoch 445/500
225/225 [==============================] - 0s 791us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 446/500
225/225 [==============================] - 0s 817us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 447/500
225/225 [==============================] - 0s 815us/step - loss: 0.3947 - accuracy: 0.8385
Epoch 448/500
225/225 [==============================] - 0s 810us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 449/500
225/225 [==============================] - 0s 808us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 450/500
225/225 [==============================] - 0s 805us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 451/500
225/225 [==============================] - 0s 853us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 452/500
225/225 [==============================] - 0s 814us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 453/500
225/225 [==============================] - 0s 788us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 454/500
225/225 [==============================] - 0s 815us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 455/500
225/225 [==============================] - 0s 804us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 456/500
225/225 [==============================] - 0s 802us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 457/500
225/225 [==============================] - 0s 845us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 458/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 459/500
225/225 [==============================] - 0s 799us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 460/500
225/225 [==============================] - 0s 823us/step - loss: 0.3947 - accuracy: 0.8369
Epoch 461/500
225/225 [==============================] - 0s 816us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 462/500
225/225 [==============================] - 0s 812us/step - loss: 0.3951 - accuracy: 0.8382
Epoch 463/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 464/500
225/225 [==============================] - 0s 814us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 465/500
225/225 [==============================] - 0s 791us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 466/500
225/225 [==============================] - 0s 825us/step - loss: 0.3950 - accuracy: 0.8379
Epoch 467/500
225/225 [==============================] - 0s 810us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 468/500
225/225 [==============================] - 0s 839us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 469/500
225/225 [==============================] - 0s 797us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 470/500
225/225 [==============================] - 0s 808us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 471/500
225/225 [==============================] - 0s 816us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 472/500
225/225 [==============================] - 0s 842us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 473/500
225/225 [==============================] - 0s 792us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 474/500
225/225 [==============================] - 0s 812us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 475/500
225/225 [==============================] - 0s 800us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 476/500
225/225 [==============================] - 0s 801us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 477/500
225/225 [==============================] - 0s 858us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 478/500
225/225 [==============================] - 0s 799us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 479/500
225/225 [==============================] - 0s 809us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 480/500
225/225 [==============================] - 0s 787us/step - loss: 0.3947 - accuracy: 0.8385
Epoch 481/500
225/225 [==============================] - 0s 802us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 482/500
225/225 [==============================] - 0s 827us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 483/500
225/225 [==============================] - 0s 815us/step - loss: 0.3948 - accuracy: 0.8374
Epoch 484/500
225/225 [==============================] - 0s 788us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 485/500
225/225 [==============================] - 0s 809us/step - loss: 0.3950 - accuracy: 0.8388
Epoch 486/500
225/225 [==============================] - 0s 801us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 487/500
225/225 [==============================] - 0s 820us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 488/500
225/225 [==============================] - 0s 805us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 489/500
225/225 [==============================] - 0s 819us/step - loss: 0.3947 - accuracy: 0.8390
Epoch 490/500
225/225 [==============================] - 0s 842us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 491/500
225/225 [==============================] - 0s 805us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 492/500
225/225 [==============================] - 0s 792us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 493/500
225/225 [==============================] - 0s 815us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 494/500
225/225 [==============================] - 0s 822us/step - loss: 0.3947 - accuracy: 0.8376
Epoch 495/500
225/225 [==============================] - 0s 785us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 496/500
225/225 [==============================] - 0s 829us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 497/500
225/225 [==============================] - 0s 800us/step - loss: 0.3949 - accuracy: 0.8400
Epoch 498/500
225/225 [==============================] - 0s 819us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 499/500
225/225 [==============================] - 0s 831us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 500/500
225/225 [==============================] - 0s 827us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 1/500
225/225 [==============================] - 0s 838us/step - loss: 0.6011 - accuracy: 0.7961
Epoch 2/500
225/225 [==============================] - 0s 902us/step - loss: 0.4508 - accuracy: 0.7974
Epoch 3/500
225/225 [==============================] - 0s 814us/step - loss: 0.4356 - accuracy: 0.7974
Epoch 4/500
225/225 [==============================] - 0s 835us/step - loss: 0.4317 - accuracy: 0.7974
Epoch 5/500
225/225 [==============================] - 0s 826us/step - loss: 0.4297 - accuracy: 0.7974
Epoch 6/500
225/225 [==============================] - 0s 845us/step - loss: 0.4284 - accuracy: 0.7974
Epoch 7/500
225/225 [==============================] - 0s 891us/step - loss: 0.4271 - accuracy: 0.7974
Epoch 8/500
225/225 [==============================] - 0s 828us/step - loss: 0.4253 - accuracy: 0.7974
Epoch 9/500
225/225 [==============================] - 0s 844us/step - loss: 0.4234 - accuracy: 0.7974
Epoch 10/500
225/225 [==============================] - 0s 833us/step - loss: 0.4211 - accuracy: 0.8061
Epoch 11/500
225/225 [==============================] - 0s 840us/step - loss: 0.4191 - accuracy: 0.8176
Epoch 12/500
225/225 [==============================] - 0s 846us/step - loss: 0.4172 - accuracy: 0.8219
Epoch 13/500
225/225 [==============================] - 0s 836us/step - loss: 0.4160 - accuracy: 0.8236
Epoch 14/500
225/225 [==============================] - 0s 841us/step - loss: 0.4148 - accuracy: 0.8247
Epoch 15/500
225/225 [==============================] - 0s 829us/step - loss: 0.4136 - accuracy: 0.8283
Epoch 16/500
225/225 [==============================] - 0s 812us/step - loss: 0.4127 - accuracy: 0.8293
Epoch 17/500
225/225 [==============================] - 0s 991us/step - loss: 0.4118 - accuracy: 0.8306
Epoch 18/500
225/225 [==============================] - 0s 811us/step - loss: 0.4109 - accuracy: 0.8310
Epoch 19/500
225/225 [==============================] - 0s 817us/step - loss: 0.4103 - accuracy: 0.8317
Epoch 20/500
225/225 [==============================] - 0s 775us/step - loss: 0.4093 - accuracy: 0.8325
Epoch 21/500
225/225 [==============================] - 0s 799us/step - loss: 0.4089 - accuracy: 0.8326
Epoch 22/500
225/225 [==============================] - 0s 806us/step - loss: 0.4078 - accuracy: 0.8332
Epoch 23/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4073 - accuracy: 0.8338
Epoch 24/500
225/225 [==============================] - 0s 797us/step - loss: 0.4069 - accuracy: 0.8343
Epoch 25/500
225/225 [==============================] - 0s 806us/step - loss: 0.4063 - accuracy: 0.8344
Epoch 26/500
225/225 [==============================] - 0s 800us/step - loss: 0.4060 - accuracy: 0.8349
Epoch 27/500
225/225 [==============================] - 0s 813us/step - loss: 0.4054 - accuracy: 0.8361
Epoch 28/500
225/225 [==============================] - 0s 835us/step - loss: 0.4048 - accuracy: 0.8363
Epoch 29/500
225/225 [==============================] - 0s 800us/step - loss: 0.4044 - accuracy: 0.8356
Epoch 30/500
225/225 [==============================] - 0s 808us/step - loss: 0.4040 - accuracy: 0.8372
Epoch 31/500
225/225 [==============================] - 0s 797us/step - loss: 0.4034 - accuracy: 0.8365
Epoch 32/500
225/225 [==============================] - 0s 797us/step - loss: 0.4031 - accuracy: 0.8363
Epoch 33/500
225/225 [==============================] - 0s 821us/step - loss: 0.4027 - accuracy: 0.8392
Epoch 34/500
225/225 [==============================] - 0s 802us/step - loss: 0.4028 - accuracy: 0.8365
Epoch 35/500
225/225 [==============================] - 0s 800us/step - loss: 0.4020 - accuracy: 0.8376
Epoch 36/500
225/225 [==============================] - 0s 792us/step - loss: 0.4020 - accuracy: 0.8375
Epoch 37/500
225/225 [==============================] - 0s 799us/step - loss: 0.4016 - accuracy: 0.8379
Epoch 38/500
225/225 [==============================] - 0s 813us/step - loss: 0.4011 - accuracy: 0.8375
Epoch 39/500
225/225 [==============================] - 0s 817us/step - loss: 0.4011 - accuracy: 0.8378
Epoch 40/500
225/225 [==============================] - 0s 818us/step - loss: 0.4008 - accuracy: 0.8386
Epoch 41/500
225/225 [==============================] - 0s 815us/step - loss: 0.4002 - accuracy: 0.8378
Epoch 42/500
225/225 [==============================] - 0s 801us/step - loss: 0.4002 - accuracy: 0.8382
Epoch 43/500
225/225 [==============================] - 0s 793us/step - loss: 0.3997 - accuracy: 0.8382
Epoch 44/500
225/225 [==============================] - 0s 865us/step - loss: 0.3995 - accuracy: 0.8381
Epoch 45/500
225/225 [==============================] - 0s 824us/step - loss: 0.3992 - accuracy: 0.8375
Epoch 46/500
225/225 [==============================] - 0s 841us/step - loss: 0.3990 - accuracy: 0.8389
Epoch 47/500
225/225 [==============================] - 0s 785us/step - loss: 0.3988 - accuracy: 0.8381
Epoch 48/500
225/225 [==============================] - 0s 801us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 49/500
225/225 [==============================] - 0s 815us/step - loss: 0.3985 - accuracy: 0.8378
Epoch 50/500
225/225 [==============================] - 0s 826us/step - loss: 0.3981 - accuracy: 0.8375
Epoch 51/500
225/225 [==============================] - 0s 808us/step - loss: 0.3981 - accuracy: 0.8374
Epoch 52/500
225/225 [==============================] - 0s 841us/step - loss: 0.3978 - accuracy: 0.8382
Epoch 53/500
225/225 [==============================] - 0s 838us/step - loss: 0.3979 - accuracy: 0.8375
Epoch 54/500
225/225 [==============================] - 0s 803us/step - loss: 0.3977 - accuracy: 0.8386
Epoch 55/500
225/225 [==============================] - 0s 888us/step - loss: 0.3974 - accuracy: 0.8372
Epoch 56/500
225/225 [==============================] - 0s 802us/step - loss: 0.3970 - accuracy: 0.8372
Epoch 57/500
225/225 [==============================] - 0s 810us/step - loss: 0.3977 - accuracy: 0.8369
Epoch 58/500
225/225 [==============================] - 0s 801us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 59/500
225/225 [==============================] - 0s 789us/step - loss: 0.3974 - accuracy: 0.8374
Epoch 60/500
225/225 [==============================] - 0s 830us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 61/500
225/225 [==============================] - 0s 801us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 62/500
225/225 [==============================] - 0s 808us/step - loss: 0.3970 - accuracy: 0.8374
Epoch 63/500
225/225 [==============================] - 0s 796us/step - loss: 0.3970 - accuracy: 0.8383
Epoch 64/500
225/225 [==============================] - 0s 807us/step - loss: 0.3968 - accuracy: 0.8374
Epoch 65/500
225/225 [==============================] - 0s 795us/step - loss: 0.3969 - accuracy: 0.8375
Epoch 66/500
225/225 [==============================] - 0s 808us/step - loss: 0.3966 - accuracy: 0.8365
Epoch 67/500
225/225 [==============================] - 0s 825us/step - loss: 0.3967 - accuracy: 0.8388
Epoch 68/500
225/225 [==============================] - 0s 821us/step - loss: 0.3964 - accuracy: 0.8401
Epoch 69/500
225/225 [==============================] - 0s 802us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 70/500
225/225 [==============================] - 0s 787us/step - loss: 0.3964 - accuracy: 0.8358
Epoch 71/500
225/225 [==============================] - 0s 828us/step - loss: 0.3962 - accuracy: 0.8385
Epoch 72/500
225/225 [==============================] - 0s 805us/step - loss: 0.3960 - accuracy: 0.8375
Epoch 73/500
225/225 [==============================] - 0s 822us/step - loss: 0.3960 - accuracy: 0.8368
Epoch 74/500
225/225 [==============================] - 0s 802us/step - loss: 0.3955 - accuracy: 0.8382
Epoch 75/500
225/225 [==============================] - 0s 803us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 76/500
225/225 [==============================] - 0s 822us/step - loss: 0.3955 - accuracy: 0.8371
Epoch 77/500
225/225 [==============================] - 0s 808us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 78/500
225/225 [==============================] - 0s 792us/step - loss: 0.3952 - accuracy: 0.8374
Epoch 79/500
225/225 [==============================] - 0s 803us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 80/500
225/225 [==============================] - 0s 804us/step - loss: 0.3949 - accuracy: 0.8367
Epoch 81/500
225/225 [==============================] - 0s 821us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 82/500
225/225 [==============================] - 0s 819us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 83/500
225/225 [==============================] - 0s 801us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 84/500
225/225 [==============================] - 0s 805us/step - loss: 0.3949 - accuracy: 0.8371
Epoch 85/500
225/225 [==============================] - 0s 788us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 86/500
225/225 [==============================] - 0s 802us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 87/500
225/225 [==============================] - 0s 824us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 88/500
225/225 [==============================] - 0s 841us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 89/500
225/225 [==============================] - 0s 801us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 90/500
225/225 [==============================] - 0s 804us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 91/500
225/225 [==============================] - 0s 818us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 92/500
225/225 [==============================] - 0s 799us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 93/500
225/225 [==============================] - 0s 839us/step - loss: 0.3944 - accuracy: 0.8385
Epoch 94/500
225/225 [==============================] - 0s 960us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 95/500
225/225 [==============================] - 0s 804us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 96/500
225/225 [==============================] - 0s 812us/step - loss: 0.3942 - accuracy: 0.8382
Epoch 97/500
225/225 [==============================] - 0s 788us/step - loss: 0.3943 - accuracy: 0.8383
Epoch 98/500
225/225 [==============================] - 0s 808us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 99/500
225/225 [==============================] - 0s 829us/step - loss: 0.3940 - accuracy: 0.8375
Epoch 100/500
225/225 [==============================] - 0s 827us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 101/500
225/225 [==============================] - 0s 795us/step - loss: 0.3937 - accuracy: 0.8371
Epoch 102/500
225/225 [==============================] - 0s 800us/step - loss: 0.3942 - accuracy: 0.8371
Epoch 103/500
225/225 [==============================] - 0s 830us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 104/500
225/225 [==============================] - 0s 803us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 105/500
225/225 [==============================] - 0s 796us/step - loss: 0.3940 - accuracy: 0.8376
Epoch 106/500
225/225 [==============================] - 0s 799us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 107/500
225/225 [==============================] - 0s 818us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 108/500
225/225 [==============================] - 0s 800us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 109/500
225/225 [==============================] - 0s 817us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 110/500
225/225 [==============================] - 0s 804us/step - loss: 0.3938 - accuracy: 0.8379
Epoch 111/500
225/225 [==============================] - 0s 799us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 112/500
225/225 [==============================] - 0s 801us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 113/500
225/225 [==============================] - 0s 791us/step - loss: 0.3934 - accuracy: 0.8385
Epoch 114/500
225/225 [==============================] - 0s 834us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 115/500
225/225 [==============================] - 0s 806us/step - loss: 0.3938 - accuracy: 0.8381
Epoch 116/500
225/225 [==============================] - 0s 788us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 117/500
225/225 [==============================] - 0s 801us/step - loss: 0.3934 - accuracy: 0.8376
Epoch 118/500
225/225 [==============================] - 0s 815us/step - loss: 0.3932 - accuracy: 0.8371
Epoch 119/500
225/225 [==============================] - 0s 799us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 120/500
225/225 [==============================] - 0s 832us/step - loss: 0.3931 - accuracy: 0.8378
Epoch 121/500
225/225 [==============================] - 0s 800us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 122/500
225/225 [==============================] - 0s 801us/step - loss: 0.3933 - accuracy: 0.8379
Epoch 123/500
225/225 [==============================] - 0s 809us/step - loss: 0.3930 - accuracy: 0.8386
Epoch 124/500
225/225 [==============================] - 0s 781us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 125/500
225/225 [==============================] - 0s 819us/step - loss: 0.3932 - accuracy: 0.8375
Epoch 126/500
225/225 [==============================] - 0s 823us/step - loss: 0.3931 - accuracy: 0.8374
Epoch 127/500
225/225 [==============================] - 0s 803us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 128/500
225/225 [==============================] - 0s 783us/step - loss: 0.3930 - accuracy: 0.8369
Epoch 129/500
225/225 [==============================] - 0s 810us/step - loss: 0.3932 - accuracy: 0.8388
Epoch 130/500
225/225 [==============================] - 0s 797us/step - loss: 0.3932 - accuracy: 0.8376
Epoch 131/500
225/225 [==============================] - 0s 833us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 132/500
225/225 [==============================] - 0s 805us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 133/500
225/225 [==============================] - 0s 800us/step - loss: 0.3931 - accuracy: 0.8390
Epoch 134/500
225/225 [==============================] - 0s 806us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 135/500
225/225 [==============================] - 0s 786us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 136/500
225/225 [==============================] - 0s 840us/step - loss: 0.3930 - accuracy: 0.8389
Epoch 137/500
225/225 [==============================] - 0s 801us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 138/500
225/225 [==============================] - 0s 797us/step - loss: 0.3929 - accuracy: 0.8383
Epoch 139/500
225/225 [==============================] - 0s 788us/step - loss: 0.3930 - accuracy: 0.8361
Epoch 140/500
225/225 [==============================] - 0s 808us/step - loss: 0.3929 - accuracy: 0.8379
Epoch 141/500
225/225 [==============================] - 0s 819us/step - loss: 0.3927 - accuracy: 0.8390
Epoch 142/500
225/225 [==============================] - 0s 820us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 143/500
225/225 [==============================] - 0s 789us/step - loss: 0.3930 - accuracy: 0.8385
Epoch 144/500
225/225 [==============================] - 0s 800us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 145/500
225/225 [==============================] - 0s 811us/step - loss: 0.3924 - accuracy: 0.8378
Epoch 146/500
225/225 [==============================] - 0s 786us/step - loss: 0.3932 - accuracy: 0.8382
Epoch 147/500
225/225 [==============================] - 0s 825us/step - loss: 0.3929 - accuracy: 0.8374
Epoch 148/500
225/225 [==============================] - 0s 815us/step - loss: 0.3926 - accuracy: 0.8383
Epoch 149/500
225/225 [==============================] - 0s 914us/step - loss: 0.3926 - accuracy: 0.8368
Epoch 150/500
225/225 [==============================] - 0s 783us/step - loss: 0.3928 - accuracy: 0.8378
Epoch 151/500
225/225 [==============================] - 0s 818us/step - loss: 0.3931 - accuracy: 0.8383
Epoch 152/500
225/225 [==============================] - 0s 826us/step - loss: 0.3930 - accuracy: 0.8382
Epoch 153/500
225/225 [==============================] - 0s 827us/step - loss: 0.3926 - accuracy: 0.8385
Epoch 154/500
225/225 [==============================] - 0s 794us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 155/500
225/225 [==============================] - 0s 802us/step - loss: 0.3929 - accuracy: 0.8378
Epoch 156/500
225/225 [==============================] - 0s 811us/step - loss: 0.3929 - accuracy: 0.8382
Epoch 157/500
225/225 [==============================] - 0s 788us/step - loss: 0.3929 - accuracy: 0.8376
Epoch 158/500
225/225 [==============================] - 0s 826us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 159/500
225/225 [==============================] - 0s 808us/step - loss: 0.3929 - accuracy: 0.8381
Epoch 160/500
225/225 [==============================] - 0s 805us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 161/500
225/225 [==============================] - 0s 786us/step - loss: 0.3925 - accuracy: 0.8386
Epoch 162/500
225/225 [==============================] - 0s 820us/step - loss: 0.3927 - accuracy: 0.8375
Epoch 163/500
225/225 [==============================] - 0s 848us/step - loss: 0.3926 - accuracy: 0.8367
Epoch 164/500
225/225 [==============================] - 0s 811us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 165/500
225/225 [==============================] - 0s 787us/step - loss: 0.3925 - accuracy: 0.8372
Epoch 166/500
225/225 [==============================] - 0s 795us/step - loss: 0.3925 - accuracy: 0.8374
Epoch 167/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8376
Epoch 168/500
225/225 [==============================] - 0s 790us/step - loss: 0.3927 - accuracy: 0.8399
Epoch 169/500
225/225 [==============================] - 0s 785us/step - loss: 0.3929 - accuracy: 0.8397
Epoch 170/500
225/225 [==============================] - 0s 818us/step - loss: 0.3927 - accuracy: 0.8374
Epoch 171/500
225/225 [==============================] - 0s 801us/step - loss: 0.3927 - accuracy: 0.8388
Epoch 172/500
225/225 [==============================] - 0s 813us/step - loss: 0.3926 - accuracy: 0.8378
Epoch 173/500
225/225 [==============================] - 0s 783us/step - loss: 0.3928 - accuracy: 0.8376
Epoch 174/500
225/225 [==============================] - 0s 802us/step - loss: 0.3926 - accuracy: 0.8388
Epoch 175/500
225/225 [==============================] - 0s 883us/step - loss: 0.3927 - accuracy: 0.8382
Epoch 176/500
225/225 [==============================] - 0s 809us/step - loss: 0.3927 - accuracy: 0.8385
Epoch 177/500
225/225 [==============================] - 0s 789us/step - loss: 0.3926 - accuracy: 0.8385
Epoch 178/500
225/225 [==============================] - 0s 855us/step - loss: 0.3929 - accuracy: 0.8381
Epoch 179/500
225/225 [==============================] - 0s 801us/step - loss: 0.3926 - accuracy: 0.8368
Epoch 180/500
225/225 [==============================] - 0s 803us/step - loss: 0.3928 - accuracy: 0.8379
Epoch 181/500
225/225 [==============================] - 0s 785us/step - loss: 0.3926 - accuracy: 0.8369
Epoch 182/500
225/225 [==============================] - 0s 797us/step - loss: 0.3925 - accuracy: 0.8381
Epoch 183/500
225/225 [==============================] - 0s 814us/step - loss: 0.3925 - accuracy: 0.8382
Epoch 184/500
225/225 [==============================] - 0s 841us/step - loss: 0.3925 - accuracy: 0.8382
Epoch 185/500
225/225 [==============================] - 0s 811us/step - loss: 0.3927 - accuracy: 0.8374
Epoch 186/500
225/225 [==============================] - 0s 821us/step - loss: 0.3928 - accuracy: 0.8392
Epoch 187/500
225/225 [==============================] - 0s 803us/step - loss: 0.3925 - accuracy: 0.8383
Epoch 188/500
225/225 [==============================] - 0s 788us/step - loss: 0.3926 - accuracy: 0.8378
Epoch 189/500
225/225 [==============================] - 0s 832us/step - loss: 0.3927 - accuracy: 0.8376
Epoch 190/500
225/225 [==============================] - 0s 811us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 191/500
225/225 [==============================] - 0s 806us/step - loss: 0.3925 - accuracy: 0.8393
Epoch 192/500
225/225 [==============================] - 0s 793us/step - loss: 0.3926 - accuracy: 0.8381
Epoch 193/500
225/225 [==============================] - 0s 802us/step - loss: 0.3923 - accuracy: 0.8379
Epoch 194/500
225/225 [==============================] - 1s 2ms/step - loss: 0.3925 - accuracy: 0.8381
Epoch 195/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8383
Epoch 196/500
225/225 [==============================] - 0s 796us/step - loss: 0.3925 - accuracy: 0.8381
Epoch 197/500
225/225 [==============================] - 0s 916us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 198/500
225/225 [==============================] - 0s 978us/step - loss: 0.3923 - accuracy: 0.8382
Epoch 199/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3926 - accuracy: 0.8372
Epoch 200/500
225/225 [==============================] - 0s 933us/step - loss: 0.3926 - accuracy: 0.8378
Epoch 201/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8381
Epoch 202/500
225/225 [==============================] - 0s 908us/step - loss: 0.3925 - accuracy: 0.8376
Epoch 203/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8371
Epoch 204/500
225/225 [==============================] - 0s 836us/step - loss: 0.3925 - accuracy: 0.8379
Epoch 205/500
225/225 [==============================] - 0s 867us/step - loss: 0.3915 - accuracy: 0.8372
Epoch 206/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8374
Epoch 207/500
225/225 [==============================] - 0s 855us/step - loss: 0.3925 - accuracy: 0.8369
Epoch 208/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8365
Epoch 209/500
225/225 [==============================] - 0s 897us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 210/500
225/225 [==============================] - 0s 880us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 211/500
225/225 [==============================] - 0s 791us/step - loss: 0.3926 - accuracy: 0.8393
Epoch 212/500
225/225 [==============================] - 0s 792us/step - loss: 0.3924 - accuracy: 0.8379
Epoch 213/500
225/225 [==============================] - 0s 829us/step - loss: 0.3925 - accuracy: 0.8375
Epoch 214/500
225/225 [==============================] - 0s 789us/step - loss: 0.3922 - accuracy: 0.8385
Epoch 215/500
225/225 [==============================] - 0s 793us/step - loss: 0.3922 - accuracy: 0.8369
Epoch 216/500
225/225 [==============================] - 0s 861us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 217/500
225/225 [==============================] - 0s 946us/step - loss: 0.3920 - accuracy: 0.8396
Epoch 218/500
225/225 [==============================] - 0s 809us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 219/500
225/225 [==============================] - 0s 798us/step - loss: 0.3925 - accuracy: 0.8379
Epoch 220/500
225/225 [==============================] - 0s 795us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 221/500
225/225 [==============================] - 0s 824us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 222/500
225/225 [==============================] - 0s 903us/step - loss: 0.3924 - accuracy: 0.8378
Epoch 223/500
225/225 [==============================] - 0s 966us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 224/500
225/225 [==============================] - 0s 880us/step - loss: 0.3922 - accuracy: 0.8381
Epoch 225/500
225/225 [==============================] - 0s 886us/step - loss: 0.3924 - accuracy: 0.8378
Epoch 226/500
225/225 [==============================] - 0s 853us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 227/500
225/225 [==============================] - 0s 844us/step - loss: 0.3925 - accuracy: 0.8383
Epoch 228/500
225/225 [==============================] - 0s 803us/step - loss: 0.3924 - accuracy: 0.8371
Epoch 229/500
225/225 [==============================] - 0s 818us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 230/500
225/225 [==============================] - 0s 804us/step - loss: 0.3924 - accuracy: 0.8383
Epoch 231/500
225/225 [==============================] - 0s 833us/step - loss: 0.3921 - accuracy: 0.8389
Epoch 232/500
225/225 [==============================] - 0s 792us/step - loss: 0.3922 - accuracy: 0.8368
Epoch 233/500
225/225 [==============================] - 0s 803us/step - loss: 0.3917 - accuracy: 0.8378
Epoch 234/500
225/225 [==============================] - 0s 807us/step - loss: 0.3924 - accuracy: 0.8371
Epoch 235/500
225/225 [==============================] - 0s 818us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 236/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8365
Epoch 237/500
225/225 [==============================] - 0s 817us/step - loss: 0.3922 - accuracy: 0.8388
Epoch 238/500
225/225 [==============================] - 0s 808us/step - loss: 0.3923 - accuracy: 0.8379
Epoch 239/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8393: 0s - loss: 0.3929 - accuracy: 0.84
Epoch 240/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8358
Epoch 241/500
225/225 [==============================] - 0s 805us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 242/500
225/225 [==============================] - 0s 843us/step - loss: 0.3920 - accuracy: 0.8382
Epoch 243/500
225/225 [==============================] - 0s 789us/step - loss: 0.3922 - accuracy: 0.8364
Epoch 244/500
225/225 [==============================] - 0s 803us/step - loss: 0.3922 - accuracy: 0.8388
Epoch 245/500
225/225 [==============================] - 0s 812us/step - loss: 0.3924 - accuracy: 0.8369
Epoch 246/500
225/225 [==============================] - 0s 965us/step - loss: 0.3923 - accuracy: 0.8390
Epoch 247/500
225/225 [==============================] - 0s 899us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 248/500
225/225 [==============================] - 0s 882us/step - loss: 0.3924 - accuracy: 0.8375
Epoch 249/500
225/225 [==============================] - 0s 904us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 250/500
225/225 [==============================] - 0s 885us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 251/500
225/225 [==============================] - 0s 838us/step - loss: 0.3922 - accuracy: 0.8368
Epoch 252/500
225/225 [==============================] - 0s 805us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 253/500
225/225 [==============================] - 0s 828us/step - loss: 0.3922 - accuracy: 0.8381
Epoch 254/500
225/225 [==============================] - 0s 812us/step - loss: 0.3925 - accuracy: 0.8371
Epoch 255/500
225/225 [==============================] - 0s 809us/step - loss: 0.3925 - accuracy: 0.8372
Epoch 256/500
225/225 [==============================] - 0s 813us/step - loss: 0.3918 - accuracy: 0.8382
Epoch 257/500
225/225 [==============================] - 0s 807us/step - loss: 0.3923 - accuracy: 0.8372
Epoch 258/500
225/225 [==============================] - 0s 808us/step - loss: 0.3924 - accuracy: 0.8388
Epoch 259/500
225/225 [==============================] - 0s 838us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 260/500
225/225 [==============================] - 0s 941us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 261/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8376
Epoch 262/500
225/225 [==============================] - 0s 884us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 263/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3922 - accuracy: 0.8381
Epoch 264/500
225/225 [==============================] - 0s 862us/step - loss: 0.3923 - accuracy: 0.8368
Epoch 265/500
225/225 [==============================] - 0s 867us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 266/500
225/225 [==============================] - 0s 859us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 267/500
225/225 [==============================] - 0s 942us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 268/500
225/225 [==============================] - 0s 870us/step - loss: 0.3922 - accuracy: 0.8378
Epoch 269/500
225/225 [==============================] - 0s 889us/step - loss: 0.3923 - accuracy: 0.8358
Epoch 270/500
225/225 [==============================] - 0s 872us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 271/500
225/225 [==============================] - 0s 861us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 272/500
225/225 [==============================] - 0s 815us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 273/500
225/225 [==============================] - 0s 807us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 274/500
225/225 [==============================] - 0s 804us/step - loss: 0.3924 - accuracy: 0.8374
Epoch 275/500
225/225 [==============================] - 0s 794us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 276/500
225/225 [==============================] - 0s 802us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 277/500
225/225 [==============================] - 0s 810us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 278/500
225/225 [==============================] - 0s 844us/step - loss: 0.3923 - accuracy: 0.8371
Epoch 279/500
225/225 [==============================] - 0s 814us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 280/500
225/225 [==============================] - 0s 805us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 281/500
225/225 [==============================] - 0s 798us/step - loss: 0.3923 - accuracy: 0.8357
Epoch 282/500
225/225 [==============================] - 0s 824us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 283/500
225/225 [==============================] - 0s 837us/step - loss: 0.3922 - accuracy: 0.8378
Epoch 284/500
225/225 [==============================] - 0s 799us/step - loss: 0.3922 - accuracy: 0.8372
Epoch 285/500
225/225 [==============================] - 0s 805us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 286/500
225/225 [==============================] - 0s 812us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 287/500
225/225 [==============================] - 0s 789us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 288/500
225/225 [==============================] - 0s 921us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 289/500
225/225 [==============================] - 0s 824us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 290/500
225/225 [==============================] - 0s 807us/step - loss: 0.3922 - accuracy: 0.8393
Epoch 291/500
225/225 [==============================] - 0s 792us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 292/500
225/225 [==============================] - 0s 806us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 293/500
225/225 [==============================] - 0s 806us/step - loss: 0.3923 - accuracy: 0.8385
Epoch 294/500
225/225 [==============================] - 0s 860us/step - loss: 0.3924 - accuracy: 0.8367
Epoch 295/500
225/225 [==============================] - 0s 785us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 296/500
225/225 [==============================] - 0s 801us/step - loss: 0.3924 - accuracy: 0.8374
Epoch 297/500
225/225 [==============================] - 0s 817us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 298/500
225/225 [==============================] - 0s 802us/step - loss: 0.3920 - accuracy: 0.8376
Epoch 299/500
225/225 [==============================] - 0s 840us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 300/500
225/225 [==============================] - 0s 820us/step - loss: 0.3922 - accuracy: 0.8386
Epoch 301/500
225/225 [==============================] - 0s 805us/step - loss: 0.3919 - accuracy: 0.8394
Epoch 302/500
225/225 [==============================] - 0s 814us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 303/500
225/225 [==============================] - 0s 781us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 304/500
225/225 [==============================] - 0s 818us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 305/500
225/225 [==============================] - 0s 811us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 306/500
225/225 [==============================] - 0s 791us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 307/500
225/225 [==============================] - 0s 803us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 308/500
225/225 [==============================] - 0s 812us/step - loss: 0.3922 - accuracy: 0.8368
Epoch 309/500
225/225 [==============================] - 0s 805us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 310/500
225/225 [==============================] - 0s 830us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 311/500
225/225 [==============================] - 0s 824us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 312/500
225/225 [==============================] - 0s 801us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 313/500
225/225 [==============================] - 0s 818us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 314/500
225/225 [==============================] - 0s 801us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 315/500
225/225 [==============================] - 0s 850us/step - loss: 0.3922 - accuracy: 0.8369
Epoch 316/500
225/225 [==============================] - 0s 813us/step - loss: 0.3922 - accuracy: 0.8361
Epoch 317/500
225/225 [==============================] - 0s 811us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 318/500
225/225 [==============================] - 0s 795us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 319/500
225/225 [==============================] - 0s 805us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 320/500
225/225 [==============================] - 0s 847us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 321/500
225/225 [==============================] - 0s 810us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 322/500
225/225 [==============================] - 0s 785us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 323/500
225/225 [==============================] - 0s 809us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 324/500
225/225 [==============================] - 0s 808us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 325/500
225/225 [==============================] - 0s 936us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 326/500
225/225 [==============================] - 0s 837us/step - loss: 0.3922 - accuracy: 0.8371
Epoch 327/500
225/225 [==============================] - 0s 815us/step - loss: 0.3918 - accuracy: 0.8375
Epoch 328/500
225/225 [==============================] - 0s 809us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 329/500
225/225 [==============================] - 0s 821us/step - loss: 0.3922 - accuracy: 0.8372
Epoch 330/500
225/225 [==============================] - 0s 787us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 331/500
225/225 [==============================] - 0s 820us/step - loss: 0.3918 - accuracy: 0.8392
Epoch 332/500
225/225 [==============================] - 0s 822us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 333/500
225/225 [==============================] - 0s 819us/step - loss: 0.3919 - accuracy: 0.8385
Epoch 334/500
225/225 [==============================] - 0s 796us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 335/500
225/225 [==============================] - 0s 817us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 336/500
225/225 [==============================] - 0s 804us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 337/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8379
Epoch 338/500
225/225 [==============================] - 0s 788us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 339/500
225/225 [==============================] - 0s 798us/step - loss: 0.3923 - accuracy: 0.8386
Epoch 340/500
225/225 [==============================] - 0s 806us/step - loss: 0.3923 - accuracy: 0.8369
Epoch 341/500
225/225 [==============================] - 0s 797us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 342/500
225/225 [==============================] - 0s 839us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 343/500
225/225 [==============================] - 0s 810us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 344/500
225/225 [==============================] - 0s 804us/step - loss: 0.3921 - accuracy: 0.8381
Epoch 345/500
225/225 [==============================] - 0s 804us/step - loss: 0.3921 - accuracy: 0.8361
Epoch 346/500
225/225 [==============================] - 0s 790us/step - loss: 0.3918 - accuracy: 0.8386
Epoch 347/500
225/225 [==============================] - 0s 827us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 348/500
225/225 [==============================] - 0s 815us/step - loss: 0.3920 - accuracy: 0.8383
Epoch 349/500
225/225 [==============================] - 0s 807us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 350/500
225/225 [==============================] - 0s 788us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 351/500
225/225 [==============================] - 0s 810us/step - loss: 0.3918 - accuracy: 0.8378
Epoch 352/500
225/225 [==============================] - 0s 799us/step - loss: 0.3917 - accuracy: 0.8374
Epoch 353/500
225/225 [==============================] - 0s 809us/step - loss: 0.3921 - accuracy: 0.8385
Epoch 354/500
225/225 [==============================] - 0s 828us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 355/500
225/225 [==============================] - 0s 812us/step - loss: 0.3923 - accuracy: 0.8372
Epoch 356/500
225/225 [==============================] - 0s 810us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 357/500
225/225 [==============================] - 0s 795us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 358/500
225/225 [==============================] - 0s 829us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 359/500
225/225 [==============================] - 0s 804us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 360/500
225/225 [==============================] - 0s 817us/step - loss: 0.3923 - accuracy: 0.8361
Epoch 361/500
225/225 [==============================] - 0s 793us/step - loss: 0.3923 - accuracy: 0.8369
Epoch 362/500
225/225 [==============================] - 0s 806us/step - loss: 0.3921 - accuracy: 0.8381
Epoch 363/500
225/225 [==============================] - 0s 803us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 364/500
225/225 [==============================] - 0s 839us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 365/500
225/225 [==============================] - 0s 795us/step - loss: 0.3920 - accuracy: 0.8385
Epoch 366/500
225/225 [==============================] - 0s 839us/step - loss: 0.3922 - accuracy: 0.8372
Epoch 367/500
225/225 [==============================] - 0s 813us/step - loss: 0.3916 - accuracy: 0.8381
Epoch 368/500
225/225 [==============================] - 0s 799us/step - loss: 0.3922 - accuracy: 0.8382
Epoch 369/500
225/225 [==============================] - 0s 835us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 370/500
225/225 [==============================] - 0s 810us/step - loss: 0.3921 - accuracy: 0.8364
Epoch 371/500
225/225 [==============================] - 0s 802us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 372/500
225/225 [==============================] - 0s 793us/step - loss: 0.3920 - accuracy: 0.8388
Epoch 373/500
225/225 [==============================] - 0s 808us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 374/500
225/225 [==============================] - 0s 799us/step - loss: 0.3918 - accuracy: 0.8382
Epoch 375/500
225/225 [==============================] - 0s 849us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 376/500
225/225 [==============================] - 0s 798us/step - loss: 0.3921 - accuracy: 0.8364
Epoch 377/500
225/225 [==============================] - 0s 802us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 378/500
225/225 [==============================] - 0s 808us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 379/500
225/225 [==============================] - 0s 796us/step - loss: 0.3922 - accuracy: 0.8378
Epoch 380/500
225/225 [==============================] - 0s 803us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 381/500
225/225 [==============================] - 0s 816us/step - loss: 0.3918 - accuracy: 0.8383
Epoch 382/500
225/225 [==============================] - 0s 806us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 383/500
225/225 [==============================] - 0s 801us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 384/500
225/225 [==============================] - 0s 798us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 385/500
225/225 [==============================] - 0s 841us/step - loss: 0.3914 - accuracy: 0.8369
Epoch 386/500
225/225 [==============================] - 0s 825us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 387/500
225/225 [==============================] - 0s 815us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 388/500
225/225 [==============================] - 0s 784us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 389/500
225/225 [==============================] - 0s 810us/step - loss: 0.3922 - accuracy: 0.8371
Epoch 390/500
225/225 [==============================] - 0s 800us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 391/500
225/225 [==============================] - 0s 833us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 392/500
225/225 [==============================] - 0s 812us/step - loss: 0.3917 - accuracy: 0.8369
Epoch 393/500
225/225 [==============================] - 0s 805us/step - loss: 0.3922 - accuracy: 0.8372
Epoch 394/500
225/225 [==============================] - 0s 790us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 395/500
225/225 [==============================] - 0s 794us/step - loss: 0.3923 - accuracy: 0.8364
Epoch 396/500
225/225 [==============================] - 0s 842us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 397/500
225/225 [==============================] - 0s 806us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 398/500
225/225 [==============================] - 0s 800us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 399/500
225/225 [==============================] - 0s 789us/step - loss: 0.3919 - accuracy: 0.8364
Epoch 400/500
225/225 [==============================] - 0s 797us/step - loss: 0.3915 - accuracy: 0.8400
Epoch 401/500
225/225 [==============================] - 0s 943us/step - loss: 0.3915 - accuracy: 0.8372
Epoch 402/500
225/225 [==============================] - 0s 807us/step - loss: 0.3920 - accuracy: 0.8385
Epoch 403/500
225/225 [==============================] - 0s 794us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 404/500
225/225 [==============================] - 0s 801us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 405/500
225/225 [==============================] - 0s 827us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 406/500
225/225 [==============================] - 0s 809us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 407/500
225/225 [==============================] - 0s 802us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 408/500
225/225 [==============================] - 0s 834us/step - loss: 0.3921 - accuracy: 0.8381
Epoch 409/500
225/225 [==============================] - 0s 801us/step - loss: 0.3918 - accuracy: 0.8369
Epoch 410/500
225/225 [==============================] - 0s 786us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 411/500
225/225 [==============================] - 0s 814us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 412/500
225/225 [==============================] - 0s 806us/step - loss: 0.3917 - accuracy: 0.8379
Epoch 413/500
225/225 [==============================] - 0s 844us/step - loss: 0.3917 - accuracy: 0.8367
Epoch 414/500
225/225 [==============================] - 0s 800us/step - loss: 0.3920 - accuracy: 0.8390
Epoch 415/500
225/225 [==============================] - 0s 798us/step - loss: 0.3919 - accuracy: 0.8358
Epoch 416/500
225/225 [==============================] - 0s 800us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 417/500
225/225 [==============================] - 0s 839us/step - loss: 0.3922 - accuracy: 0.8371
Epoch 418/500
225/225 [==============================] - 0s 791us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 419/500
225/225 [==============================] - 0s 803us/step - loss: 0.3919 - accuracy: 0.8389
Epoch 420/500
225/225 [==============================] - 0s 799us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 421/500
225/225 [==============================] - 0s 788us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 422/500
225/225 [==============================] - 0s 831us/step - loss: 0.3919 - accuracy: 0.8378
Epoch 423/500
225/225 [==============================] - 0s 814us/step - loss: 0.3919 - accuracy: 0.8382
Epoch 424/500
225/225 [==============================] - 0s 813us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 425/500
225/225 [==============================] - 0s 791us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 426/500
225/225 [==============================] - 0s 799us/step - loss: 0.3918 - accuracy: 0.8361
Epoch 427/500
225/225 [==============================] - 0s 821us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 428/500
225/225 [==============================] - 0s 812us/step - loss: 0.3916 - accuracy: 0.8376
Epoch 429/500
225/225 [==============================] - 0s 788us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 430/500
225/225 [==============================] - 0s 803us/step - loss: 0.3917 - accuracy: 0.8369
Epoch 431/500
225/225 [==============================] - 0s 799us/step - loss: 0.3924 - accuracy: 0.8374
Epoch 432/500
225/225 [==============================] - 0s 793us/step - loss: 0.3919 - accuracy: 0.8392
Epoch 433/500
225/225 [==============================] - 0s 821us/step - loss: 0.3918 - accuracy: 0.8401
Epoch 434/500
225/225 [==============================] - 0s 808us/step - loss: 0.3922 - accuracy: 0.8376
Epoch 435/500
225/225 [==============================] - 0s 929us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 436/500
225/225 [==============================] - 0s 808us/step - loss: 0.3918 - accuracy: 0.8364
Epoch 437/500
225/225 [==============================] - 0s 795us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 438/500
225/225 [==============================] - 0s 806us/step - loss: 0.3915 - accuracy: 0.8378
Epoch 439/500
225/225 [==============================] - 0s 832us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 440/500
225/225 [==============================] - 0s 802us/step - loss: 0.3916 - accuracy: 0.8389
Epoch 441/500
225/225 [==============================] - 0s 795us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 442/500
225/225 [==============================] - 0s 815us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 443/500
225/225 [==============================] - 0s 799us/step - loss: 0.3920 - accuracy: 0.8400
Epoch 444/500
225/225 [==============================] - 0s 791us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 445/500
225/225 [==============================] - 0s 828us/step - loss: 0.3918 - accuracy: 0.8388
Epoch 446/500
225/225 [==============================] - 0s 801us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 447/500
225/225 [==============================] - 0s 807us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 448/500
225/225 [==============================] - 0s 787us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 449/500
225/225 [==============================] - 0s 799us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 450/500
225/225 [==============================] - 0s 827us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 451/500
225/225 [==============================] - 0s 803us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 452/500
225/225 [==============================] - 0s 797us/step - loss: 0.3918 - accuracy: 0.8378
Epoch 453/500
225/225 [==============================] - 0s 803us/step - loss: 0.3917 - accuracy: 0.8392
Epoch 454/500
225/225 [==============================] - 0s 799us/step - loss: 0.3919 - accuracy: 0.8390
Epoch 455/500
225/225 [==============================] - 0s 791us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 456/500
225/225 [==============================] - 0s 827us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 457/500
225/225 [==============================] - 0s 784us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 458/500
225/225 [==============================] - 0s 797us/step - loss: 0.3919 - accuracy: 0.8363
Epoch 459/500
225/225 [==============================] - 0s 787us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 460/500
225/225 [==============================] - 0s 786us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 461/500
225/225 [==============================] - 0s 852us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 462/500
225/225 [==============================] - 0s 787us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 463/500
225/225 [==============================] - 0s 815us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 464/500
225/225 [==============================] - 0s 787us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 465/500
225/225 [==============================] - 0s 788us/step - loss: 0.3918 - accuracy: 0.8382
Epoch 466/500
225/225 [==============================] - 0s 795us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 467/500
225/225 [==============================] - 0s 843us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 468/500
225/225 [==============================] - 0s 794us/step - loss: 0.3916 - accuracy: 0.8393
Epoch 469/500
225/225 [==============================] - 0s 787us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 470/500
225/225 [==============================] - 0s 784us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 471/500
225/225 [==============================] - 0s 790us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 472/500
225/225 [==============================] - 0s 838us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 473/500
225/225 [==============================] - 0s 791us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 474/500
225/225 [==============================] - 0s 788us/step - loss: 0.3919 - accuracy: 0.8365
Epoch 475/500
225/225 [==============================] - 0s 787us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 476/500
225/225 [==============================] - 0s 789us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 477/500
225/225 [==============================] - 0s 788us/step - loss: 0.3920 - accuracy: 0.8386
Epoch 478/500
225/225 [==============================] - 0s 824us/step - loss: 0.3919 - accuracy: 0.8378
Epoch 479/500
225/225 [==============================] - 0s 788us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 480/500
225/225 [==============================] - 0s 796us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 481/500
225/225 [==============================] - 0s 790us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 482/500
225/225 [==============================] - 0s 788us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 483/500
225/225 [==============================] - 0s 851us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 484/500
225/225 [==============================] - 0s 791us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 485/500
225/225 [==============================] - 0s 787us/step - loss: 0.3919 - accuracy: 0.8382
Epoch 486/500
225/225 [==============================] - 0s 790us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 487/500
225/225 [==============================] - 0s 791us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 488/500
225/225 [==============================] - 0s 874us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 489/500
225/225 [==============================] - 0s 872us/step - loss: 0.3919 - accuracy: 0.8386
Epoch 490/500
225/225 [==============================] - 0s 789us/step - loss: 0.3915 - accuracy: 0.8389
Epoch 491/500
225/225 [==============================] - 0s 802us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 492/500
225/225 [==============================] - 0s 786us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 493/500
225/225 [==============================] - 0s 782us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 494/500
225/225 [==============================] - 0s 829us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 495/500
225/225 [==============================] - 0s 813us/step - loss: 0.3919 - accuracy: 0.8378
Epoch 496/500
225/225 [==============================] - 0s 790us/step - loss: 0.3920 - accuracy: 0.8376
Epoch 497/500
225/225 [==============================] - 0s 794us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 498/500
225/225 [==============================] - 0s 785us/step - loss: 0.3919 - accuracy: 0.8381
Epoch 499/500
225/225 [==============================] - 0s 865us/step - loss: 0.3919 - accuracy: 0.8382
Epoch 500/500
225/225 [==============================] - 0s 797us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 1/500
225/225 [==============================] - 0s 814us/step - loss: 0.6178 - accuracy: 0.7986
Epoch 2/500
225/225 [==============================] - 0s 842us/step - loss: 0.4608 - accuracy: 0.7986
Epoch 3/500
225/225 [==============================] - 0s 818us/step - loss: 0.4346 - accuracy: 0.7986
Epoch 4/500
225/225 [==============================] - 0s 823us/step - loss: 0.4301 - accuracy: 0.7986
Epoch 5/500
225/225 [==============================] - 0s 821us/step - loss: 0.4278 - accuracy: 0.7986
Epoch 6/500
225/225 [==============================] - 0s 820us/step - loss: 0.4263 - accuracy: 0.7986
Epoch 7/500
225/225 [==============================] - 0s 814us/step - loss: 0.4250 - accuracy: 0.7986
Epoch 8/500
225/225 [==============================] - 0s 871us/step - loss: 0.4238 - accuracy: 0.7986
Epoch 9/500
225/225 [==============================] - 0s 829us/step - loss: 0.4219 - accuracy: 0.7989
Epoch 10/500
225/225 [==============================] - 0s 823us/step - loss: 0.4197 - accuracy: 0.8158
Epoch 11/500
225/225 [==============================] - 0s 813us/step - loss: 0.4172 - accuracy: 0.8246
Epoch 12/500
225/225 [==============================] - 0s 815us/step - loss: 0.4147 - accuracy: 0.8288
Epoch 13/500
225/225 [==============================] - 0s 881us/step - loss: 0.4125 - accuracy: 0.8310
Epoch 14/500
225/225 [==============================] - 0s 865us/step - loss: 0.4105 - accuracy: 0.8325
Epoch 15/500
225/225 [==============================] - 0s 840us/step - loss: 0.4089 - accuracy: 0.8342
Epoch 16/500
225/225 [==============================] - 0s 818us/step - loss: 0.4074 - accuracy: 0.8342
Epoch 17/500
225/225 [==============================] - 0s 875us/step - loss: 0.4060 - accuracy: 0.8360
Epoch 18/500
225/225 [==============================] - 0s 893us/step - loss: 0.4046 - accuracy: 0.8363
Epoch 19/500
225/225 [==============================] - 0s 839us/step - loss: 0.4036 - accuracy: 0.8357
Epoch 20/500
225/225 [==============================] - 0s 847us/step - loss: 0.4032 - accuracy: 0.8354
Epoch 21/500
225/225 [==============================] - 0s 849us/step - loss: 0.4022 - accuracy: 0.8360
Epoch 22/500
225/225 [==============================] - 0s 850us/step - loss: 0.4014 - accuracy: 0.8382
Epoch 23/500
225/225 [==============================] - 0s 909us/step - loss: 0.4009 - accuracy: 0.8346
Epoch 24/500
225/225 [==============================] - 0s 842us/step - loss: 0.4004 - accuracy: 0.8378
Epoch 25/500
225/225 [==============================] - 0s 862us/step - loss: 0.3998 - accuracy: 0.8376
Epoch 26/500
225/225 [==============================] - 0s 794us/step - loss: 0.3992 - accuracy: 0.8382
Epoch 27/500
225/225 [==============================] - 0s 806us/step - loss: 0.3988 - accuracy: 0.8374
Epoch 28/500
225/225 [==============================] - 0s 836us/step - loss: 0.3983 - accuracy: 0.8381
Epoch 29/500
225/225 [==============================] - 0s 801us/step - loss: 0.3979 - accuracy: 0.8385
Epoch 30/500
225/225 [==============================] - 0s 782us/step - loss: 0.3972 - accuracy: 0.8379
Epoch 31/500
225/225 [==============================] - 0s 799us/step - loss: 0.3970 - accuracy: 0.8388
Epoch 32/500
225/225 [==============================] - 0s 807us/step - loss: 0.3964 - accuracy: 0.8392
Epoch 33/500
225/225 [==============================] - 0s 792us/step - loss: 0.3957 - accuracy: 0.8388
Epoch 34/500
225/225 [==============================] - 0s 833us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 35/500
225/225 [==============================] - 0s 800us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 36/500
225/225 [==============================] - 0s 796us/step - loss: 0.3944 - accuracy: 0.8393
Epoch 37/500
225/225 [==============================] - 0s 790us/step - loss: 0.3940 - accuracy: 0.8394
Epoch 38/500
225/225 [==============================] - 0s 783us/step - loss: 0.3937 - accuracy: 0.8381
Epoch 39/500
225/225 [==============================] - 0s 802us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 40/500
225/225 [==============================] - 0s 820us/step - loss: 0.3927 - accuracy: 0.8388
Epoch 41/500
225/225 [==============================] - 0s 838us/step - loss: 0.3925 - accuracy: 0.8386
Epoch 42/500
225/225 [==============================] - 0s 810us/step - loss: 0.3924 - accuracy: 0.8381
Epoch 43/500
225/225 [==============================] - 0s 898us/step - loss: 0.3916 - accuracy: 0.8393
Epoch 44/500
225/225 [==============================] - 0s 827us/step - loss: 0.3916 - accuracy: 0.8393
Epoch 45/500
225/225 [==============================] - 0s 864us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 46/500
225/225 [==============================] - 0s 825us/step - loss: 0.3913 - accuracy: 0.8403
Epoch 47/500
225/225 [==============================] - 0s 810us/step - loss: 0.3911 - accuracy: 0.8400
Epoch 48/500
225/225 [==============================] - 0s 848us/step - loss: 0.3911 - accuracy: 0.8386
Epoch 49/500
225/225 [==============================] - 0s 790us/step - loss: 0.3907 - accuracy: 0.8399
Epoch 50/500
225/225 [==============================] - 0s 792us/step - loss: 0.3903 - accuracy: 0.8392
Epoch 51/500
225/225 [==============================] - 0s 803us/step - loss: 0.3902 - accuracy: 0.8389
Epoch 52/500
225/225 [==============================] - 0s 801us/step - loss: 0.3898 - accuracy: 0.8394
Epoch 53/500
225/225 [==============================] - 0s 789us/step - loss: 0.3897 - accuracy: 0.8411
Epoch 54/500
225/225 [==============================] - 0s 803us/step - loss: 0.3899 - accuracy: 0.8386
Epoch 55/500
225/225 [==============================] - 0s 797us/step - loss: 0.3897 - accuracy: 0.8393
Epoch 56/500
225/225 [==============================] - 0s 864us/step - loss: 0.3897 - accuracy: 0.8399
Epoch 57/500
225/225 [==============================] - 0s 783us/step - loss: 0.3891 - accuracy: 0.8404
Epoch 58/500
225/225 [==============================] - 0s 801us/step - loss: 0.3895 - accuracy: 0.8394
Epoch 59/500
225/225 [==============================] - 0s 943us/step - loss: 0.3892 - accuracy: 0.8388
Epoch 60/500
225/225 [==============================] - 0s 826us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 61/500
225/225 [==============================] - 0s 805us/step - loss: 0.3889 - accuracy: 0.8392
Epoch 62/500
225/225 [==============================] - 0s 802us/step - loss: 0.3895 - accuracy: 0.8389
Epoch 63/500
225/225 [==============================] - 0s 800us/step - loss: 0.3890 - accuracy: 0.8406
Epoch 64/500
225/225 [==============================] - 0s 842us/step - loss: 0.3890 - accuracy: 0.8407
Epoch 65/500
225/225 [==============================] - 0s 797us/step - loss: 0.3888 - accuracy: 0.8407
Epoch 66/500
225/225 [==============================] - 0s 799us/step - loss: 0.3889 - accuracy: 0.8406
Epoch 67/500
225/225 [==============================] - 0s 838us/step - loss: 0.3884 - accuracy: 0.8396
Epoch 68/500
225/225 [==============================] - 0s 798us/step - loss: 0.3887 - accuracy: 0.8396
Epoch 69/500
225/225 [==============================] - 0s 787us/step - loss: 0.3886 - accuracy: 0.8401
Epoch 70/500
225/225 [==============================] - 0s 813us/step - loss: 0.3888 - accuracy: 0.8408
Epoch 71/500
225/225 [==============================] - 0s 797us/step - loss: 0.3887 - accuracy: 0.8403
Epoch 72/500
225/225 [==============================] - 0s 835us/step - loss: 0.3886 - accuracy: 0.8411
Epoch 73/500
225/225 [==============================] - 0s 787us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 74/500
225/225 [==============================] - 0s 803us/step - loss: 0.3885 - accuracy: 0.8406
Epoch 75/500
225/225 [==============================] - 0s 801us/step - loss: 0.3885 - accuracy: 0.8397
Epoch 76/500
225/225 [==============================] - 0s 783us/step - loss: 0.3883 - accuracy: 0.8401
Epoch 77/500
225/225 [==============================] - 0s 828us/step - loss: 0.3885 - accuracy: 0.8407
Epoch 78/500
225/225 [==============================] - 0s 806us/step - loss: 0.3884 - accuracy: 0.8418
Epoch 79/500
225/225 [==============================] - 0s 792us/step - loss: 0.3882 - accuracy: 0.8404
Epoch 80/500
225/225 [==============================] - 0s 779us/step - loss: 0.3886 - accuracy: 0.8393
Epoch 81/500
225/225 [==============================] - 0s 811us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 82/500
225/225 [==============================] - 0s 804us/step - loss: 0.3881 - accuracy: 0.8397
Epoch 83/500
225/225 [==============================] - 0s 834us/step - loss: 0.3884 - accuracy: 0.8397
Epoch 84/500
225/225 [==============================] - 0s 794us/step - loss: 0.3882 - accuracy: 0.8422
Epoch 85/500
225/225 [==============================] - 0s 799us/step - loss: 0.3885 - accuracy: 0.8408
Epoch 86/500
225/225 [==============================] - 0s 820us/step - loss: 0.3886 - accuracy: 0.8415
Epoch 87/500
225/225 [==============================] - 0s 781us/step - loss: 0.3879 - accuracy: 0.8397
Epoch 88/500
225/225 [==============================] - 0s 842us/step - loss: 0.3884 - accuracy: 0.8399
Epoch 89/500
225/225 [==============================] - 0s 823us/step - loss: 0.3881 - accuracy: 0.8410
Epoch 90/500
225/225 [==============================] - 0s 798us/step - loss: 0.3882 - accuracy: 0.8413
Epoch 91/500
225/225 [==============================] - 0s 784us/step - loss: 0.3883 - accuracy: 0.8414
Epoch 92/500
225/225 [==============================] - 0s 828us/step - loss: 0.3882 - accuracy: 0.8404
Epoch 93/500
225/225 [==============================] - 0s 815us/step - loss: 0.3883 - accuracy: 0.8417
Epoch 94/500
225/225 [==============================] - 0s 806us/step - loss: 0.3884 - accuracy: 0.8410
Epoch 95/500
225/225 [==============================] - 0s 780us/step - loss: 0.3885 - accuracy: 0.8415
Epoch 96/500
225/225 [==============================] - 0s 801us/step - loss: 0.3882 - accuracy: 0.8413
Epoch 97/500
225/225 [==============================] - 0s 802us/step - loss: 0.3883 - accuracy: 0.8404
Epoch 98/500
225/225 [==============================] - 0s 798us/step - loss: 0.3883 - accuracy: 0.8397
Epoch 99/500
225/225 [==============================] - 0s 828us/step - loss: 0.3879 - accuracy: 0.8422
Epoch 100/500
225/225 [==============================] - 0s 827us/step - loss: 0.3881 - accuracy: 0.8404
Epoch 101/500
225/225 [==============================] - 0s 796us/step - loss: 0.3879 - accuracy: 0.8415
Epoch 102/500
225/225 [==============================] - 0s 784us/step - loss: 0.3880 - accuracy: 0.8411
Epoch 103/500
225/225 [==============================] - 0s 803us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 104/500
225/225 [==============================] - 0s 837us/step - loss: 0.3884 - accuracy: 0.8404
Epoch 105/500
225/225 [==============================] - 0s 807us/step - loss: 0.3880 - accuracy: 0.8417
Epoch 106/500
225/225 [==============================] - 0s 780us/step - loss: 0.3882 - accuracy: 0.8406
Epoch 107/500
225/225 [==============================] - 0s 792us/step - loss: 0.3880 - accuracy: 0.8417
Epoch 108/500
225/225 [==============================] - 0s 805us/step - loss: 0.3878 - accuracy: 0.8414
Epoch 109/500
225/225 [==============================] - 0s 795us/step - loss: 0.3880 - accuracy: 0.8431
Epoch 110/500
225/225 [==============================] - 0s 811us/step - loss: 0.3878 - accuracy: 0.8396
Epoch 111/500
225/225 [==============================] - 0s 807us/step - loss: 0.3883 - accuracy: 0.8404
Epoch 112/500
225/225 [==============================] - 0s 799us/step - loss: 0.3881 - accuracy: 0.8414
Epoch 113/500
225/225 [==============================] - 0s 795us/step - loss: 0.3881 - accuracy: 0.8414
Epoch 114/500
225/225 [==============================] - 0s 794us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 115/500
225/225 [==============================] - 0s 836us/step - loss: 0.3878 - accuracy: 0.8413
Epoch 116/500
225/225 [==============================] - 0s 799us/step - loss: 0.3880 - accuracy: 0.8413
Epoch 117/500
225/225 [==============================] - 0s 793us/step - loss: 0.3877 - accuracy: 0.8426
Epoch 118/500
225/225 [==============================] - 0s 794us/step - loss: 0.3880 - accuracy: 0.8419
Epoch 119/500
225/225 [==============================] - 0s 805us/step - loss: 0.3882 - accuracy: 0.8404
Epoch 120/500
225/225 [==============================] - 0s 844us/step - loss: 0.3880 - accuracy: 0.8401
Epoch 121/500
225/225 [==============================] - 0s 780us/step - loss: 0.3879 - accuracy: 0.8410
Epoch 122/500
225/225 [==============================] - 0s 831us/step - loss: 0.3876 - accuracy: 0.8414
Epoch 123/500
225/225 [==============================] - 0s 794us/step - loss: 0.3876 - accuracy: 0.8410
Epoch 124/500
225/225 [==============================] - 0s 799us/step - loss: 0.3873 - accuracy: 0.8438
Epoch 125/500
225/225 [==============================] - 0s 789us/step - loss: 0.3872 - accuracy: 0.8417
Epoch 126/500
225/225 [==============================] - 0s 908us/step - loss: 0.3880 - accuracy: 0.8422
Epoch 127/500
225/225 [==============================] - 0s 816us/step - loss: 0.3878 - accuracy: 0.8429
Epoch 128/500
225/225 [==============================] - 0s 824us/step - loss: 0.3879 - accuracy: 0.8413
Epoch 129/500
225/225 [==============================] - 0s 786us/step - loss: 0.3876 - accuracy: 0.8418
Epoch 130/500
225/225 [==============================] - 0s 980us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 131/500
225/225 [==============================] - 0s 859us/step - loss: 0.3879 - accuracy: 0.8410
Epoch 132/500
225/225 [==============================] - 0s 841us/step - loss: 0.3876 - accuracy: 0.8404
Epoch 133/500
225/225 [==============================] - 0s 789us/step - loss: 0.3873 - accuracy: 0.8411
Epoch 134/500
225/225 [==============================] - 0s 813us/step - loss: 0.3873 - accuracy: 0.8428
Epoch 135/500
225/225 [==============================] - 0s 814us/step - loss: 0.3876 - accuracy: 0.8403
Epoch 136/500
225/225 [==============================] - 0s 796us/step - loss: 0.3877 - accuracy: 0.8408
Epoch 137/500
225/225 [==============================] - 0s 864us/step - loss: 0.3876 - accuracy: 0.8417
Epoch 138/500
225/225 [==============================] - 0s 823us/step - loss: 0.3877 - accuracy: 0.8419
Epoch 139/500
225/225 [==============================] - 0s 824us/step - loss: 0.3877 - accuracy: 0.8414
Epoch 140/500
225/225 [==============================] - 0s 792us/step - loss: 0.3876 - accuracy: 0.8399
Epoch 141/500
225/225 [==============================] - 0s 821us/step - loss: 0.3875 - accuracy: 0.8435
Epoch 142/500
225/225 [==============================] - 0s 857us/step - loss: 0.3875 - accuracy: 0.8414
Epoch 143/500
225/225 [==============================] - 0s 810us/step - loss: 0.3873 - accuracy: 0.8410
Epoch 144/500
225/225 [==============================] - 0s 779us/step - loss: 0.3877 - accuracy: 0.8406
Epoch 145/500
225/225 [==============================] - 0s 827us/step - loss: 0.3875 - accuracy: 0.8418
Epoch 146/500
225/225 [==============================] - 0s 960us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 147/500
225/225 [==============================] - 0s 824us/step - loss: 0.3877 - accuracy: 0.8408
Epoch 148/500
225/225 [==============================] - 0s 799us/step - loss: 0.3874 - accuracy: 0.8425
Epoch 149/500
225/225 [==============================] - 0s 788us/step - loss: 0.3875 - accuracy: 0.8417
Epoch 150/500
225/225 [==============================] - 0s 799us/step - loss: 0.3876 - accuracy: 0.8415
Epoch 151/500
225/225 [==============================] - 0s 807us/step - loss: 0.3876 - accuracy: 0.8414
Epoch 152/500
225/225 [==============================] - 0s 788us/step - loss: 0.3873 - accuracy: 0.8422
Epoch 153/500
225/225 [==============================] - 0s 847us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 154/500
225/225 [==============================] - 0s 829us/step - loss: 0.3873 - accuracy: 0.8406
Epoch 155/500
225/225 [==============================] - 0s 809us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 156/500
225/225 [==============================] - 0s 784us/step - loss: 0.3874 - accuracy: 0.8422
Epoch 157/500
225/225 [==============================] - 0s 823us/step - loss: 0.3877 - accuracy: 0.8415
Epoch 158/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3871 - accuracy: 0.8421
Epoch 159/500
225/225 [==============================] - 0s 808us/step - loss: 0.3874 - accuracy: 0.8418
Epoch 160/500
225/225 [==============================] - 0s 797us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 161/500
225/225 [==============================] - 0s 785us/step - loss: 0.3875 - accuracy: 0.8426
Epoch 162/500
225/225 [==============================] - 0s 811us/step - loss: 0.3874 - accuracy: 0.8407
Epoch 163/500
225/225 [==============================] - 0s 830us/step - loss: 0.3874 - accuracy: 0.8404
Epoch 164/500
225/225 [==============================] - 0s 799us/step - loss: 0.3876 - accuracy: 0.8407
Epoch 165/500
225/225 [==============================] - 0s 787us/step - loss: 0.3874 - accuracy: 0.8406
Epoch 166/500
225/225 [==============================] - 0s 806us/step - loss: 0.3872 - accuracy: 0.8408
Epoch 167/500
225/225 [==============================] - 0s 803us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 168/500
225/225 [==============================] - 0s 790us/step - loss: 0.3873 - accuracy: 0.8422
Epoch 169/500
225/225 [==============================] - 0s 841us/step - loss: 0.3874 - accuracy: 0.8418
Epoch 170/500
225/225 [==============================] - 0s 808us/step - loss: 0.3871 - accuracy: 0.8413
Epoch 171/500
225/225 [==============================] - 0s 792us/step - loss: 0.3872 - accuracy: 0.8410
Epoch 172/500
225/225 [==============================] - 0s 786us/step - loss: 0.3875 - accuracy: 0.8406
Epoch 173/500
225/225 [==============================] - 0s 810us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 174/500
225/225 [==============================] - 0s 843us/step - loss: 0.3873 - accuracy: 0.8421
Epoch 175/500
225/225 [==============================] - 0s 827us/step - loss: 0.3875 - accuracy: 0.8415
Epoch 176/500
225/225 [==============================] - 0s 799us/step - loss: 0.3872 - accuracy: 0.8418
Epoch 177/500
225/225 [==============================] - 0s 799us/step - loss: 0.3870 - accuracy: 0.8422
Epoch 178/500
225/225 [==============================] - 0s 808us/step - loss: 0.3871 - accuracy: 0.8407
Epoch 179/500
225/225 [==============================] - 0s 830us/step - loss: 0.3871 - accuracy: 0.8401
Epoch 180/500
225/225 [==============================] - 0s 793us/step - loss: 0.3873 - accuracy: 0.8400
Epoch 181/500
225/225 [==============================] - 0s 812us/step - loss: 0.3876 - accuracy: 0.8403
Epoch 182/500
225/225 [==============================] - 0s 811us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 183/500
225/225 [==============================] - 0s 792us/step - loss: 0.3876 - accuracy: 0.8404
Epoch 184/500
225/225 [==============================] - 0s 815us/step - loss: 0.3873 - accuracy: 0.8394
Epoch 185/500
225/225 [==============================] - 0s 825us/step - loss: 0.3871 - accuracy: 0.8401
Epoch 186/500
225/225 [==============================] - 0s 808us/step - loss: 0.3874 - accuracy: 0.8400
Epoch 187/500
225/225 [==============================] - 0s 826us/step - loss: 0.3872 - accuracy: 0.8431
Epoch 188/500
225/225 [==============================] - 0s 800us/step - loss: 0.3873 - accuracy: 0.8407
Epoch 189/500
225/225 [==============================] - 0s 808us/step - loss: 0.3871 - accuracy: 0.8404
Epoch 190/500
225/225 [==============================] - 0s 852us/step - loss: 0.3876 - accuracy: 0.8407
Epoch 191/500
225/225 [==============================] - 0s 783us/step - loss: 0.3870 - accuracy: 0.8421
Epoch 192/500
225/225 [==============================] - 0s 811us/step - loss: 0.3870 - accuracy: 0.8413
Epoch 193/500
225/225 [==============================] - 0s 801us/step - loss: 0.3873 - accuracy: 0.8407
Epoch 194/500
225/225 [==============================] - 0s 811us/step - loss: 0.3871 - accuracy: 0.8408
Epoch 195/500
225/225 [==============================] - 0s 824us/step - loss: 0.3871 - accuracy: 0.8414
Epoch 196/500
225/225 [==============================] - 0s 852us/step - loss: 0.3873 - accuracy: 0.8404
Epoch 197/500
225/225 [==============================] - 0s 811us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 198/500
225/225 [==============================] - 0s 813us/step - loss: 0.3874 - accuracy: 0.8399
Epoch 199/500
225/225 [==============================] - 0s 789us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 200/500
225/225 [==============================] - 0s 810us/step - loss: 0.3873 - accuracy: 0.8411
Epoch 201/500
225/225 [==============================] - 0s 842us/step - loss: 0.3872 - accuracy: 0.8418
Epoch 202/500
225/225 [==============================] - 0s 801us/step - loss: 0.3873 - accuracy: 0.8400
Epoch 203/500
225/225 [==============================] - 0s 800us/step - loss: 0.3871 - accuracy: 0.8421
Epoch 204/500
225/225 [==============================] - 0s 801us/step - loss: 0.3872 - accuracy: 0.8419
Epoch 205/500
225/225 [==============================] - 0s 807us/step - loss: 0.3871 - accuracy: 0.8418
Epoch 206/500
225/225 [==============================] - 0s 828us/step - loss: 0.3874 - accuracy: 0.8410
Epoch 207/500
225/225 [==============================] - 0s 815us/step - loss: 0.3874 - accuracy: 0.8404
Epoch 208/500
225/225 [==============================] - 0s 803us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 209/500
225/225 [==============================] - 0s 804us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 210/500
225/225 [==============================] - 0s 794us/step - loss: 0.3874 - accuracy: 0.8410
Epoch 211/500
225/225 [==============================] - 0s 805us/step - loss: 0.3873 - accuracy: 0.8419
Epoch 212/500
225/225 [==============================] - 0s 833us/step - loss: 0.3872 - accuracy: 0.8417
Epoch 213/500
225/225 [==============================] - 0s 803us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 214/500
225/225 [==============================] - 0s 786us/step - loss: 0.3870 - accuracy: 0.8403
Epoch 215/500
225/225 [==============================] - 0s 802us/step - loss: 0.3871 - accuracy: 0.8411
Epoch 216/500
225/225 [==============================] - 0s 794us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 217/500
225/225 [==============================] - 0s 822us/step - loss: 0.3873 - accuracy: 0.8424
Epoch 218/500
225/225 [==============================] - 0s 784us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 219/500
225/225 [==============================] - 0s 805us/step - loss: 0.3871 - accuracy: 0.8411
Epoch 220/500
225/225 [==============================] - 0s 803us/step - loss: 0.3873 - accuracy: 0.8390
Epoch 221/500
225/225 [==============================] - 0s 787us/step - loss: 0.3870 - accuracy: 0.8426
Epoch 222/500
225/225 [==============================] - 0s 840us/step - loss: 0.3872 - accuracy: 0.8408
Epoch 223/500
225/225 [==============================] - 0s 814us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 224/500
225/225 [==============================] - 0s 803us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 225/500
225/225 [==============================] - 0s 799us/step - loss: 0.3870 - accuracy: 0.8422
Epoch 226/500
225/225 [==============================] - 0s 859us/step - loss: 0.3870 - accuracy: 0.8408
Epoch 227/500
225/225 [==============================] - 0s 800us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 228/500
225/225 [==============================] - 0s 805us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 229/500
225/225 [==============================] - 0s 806us/step - loss: 0.3872 - accuracy: 0.8417
Epoch 230/500
225/225 [==============================] - 0s 801us/step - loss: 0.3872 - accuracy: 0.8410
Epoch 231/500
225/225 [==============================] - 0s 809us/step - loss: 0.3873 - accuracy: 0.8410
Epoch 232/500
225/225 [==============================] - 0s 803us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 233/500
225/225 [==============================] - 0s 804us/step - loss: 0.3870 - accuracy: 0.8406
Epoch 234/500
225/225 [==============================] - 0s 826us/step - loss: 0.3871 - accuracy: 0.8411
Epoch 235/500
225/225 [==============================] - 0s 793us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 236/500
225/225 [==============================] - 0s 806us/step - loss: 0.3870 - accuracy: 0.8408
Epoch 237/500
225/225 [==============================] - 0s 797us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 238/500
225/225 [==============================] - 0s 819us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 239/500
225/225 [==============================] - 0s 808us/step - loss: 0.3871 - accuracy: 0.8401
Epoch 240/500
225/225 [==============================] - 0s 783us/step - loss: 0.3869 - accuracy: 0.8413
Epoch 241/500
225/225 [==============================] - 0s 796us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 242/500
225/225 [==============================] - 0s 804us/step - loss: 0.3873 - accuracy: 0.8418
Epoch 243/500
225/225 [==============================] - 0s 797us/step - loss: 0.3871 - accuracy: 0.8410
Epoch 244/500
225/225 [==============================] - 0s 806us/step - loss: 0.3868 - accuracy: 0.8425
Epoch 245/500
225/225 [==============================] - 0s 842us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 246/500
225/225 [==============================] - 0s 804us/step - loss: 0.3868 - accuracy: 0.8436
Epoch 247/500
225/225 [==============================] - 0s 794us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 248/500
225/225 [==============================] - 0s 791us/step - loss: 0.3869 - accuracy: 0.8399
Epoch 249/500
225/225 [==============================] - 0s 804us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 250/500
225/225 [==============================] - 0s 839us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 251/500
225/225 [==============================] - 0s 807us/step - loss: 0.3868 - accuracy: 0.8404
Epoch 252/500
225/225 [==============================] - 0s 787us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 253/500
225/225 [==============================] - 0s 798us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 254/500
225/225 [==============================] - 0s 824us/step - loss: 0.3868 - accuracy: 0.8397
Epoch 255/500
225/225 [==============================] - 0s 823us/step - loss: 0.3872 - accuracy: 0.8414
Epoch 256/500
225/225 [==============================] - 0s 818us/step - loss: 0.3866 - accuracy: 0.8422
Epoch 257/500
225/225 [==============================] - 0s 793us/step - loss: 0.3871 - accuracy: 0.8422
Epoch 258/500
225/225 [==============================] - 0s 904us/step - loss: 0.3870 - accuracy: 0.8404
Epoch 259/500
225/225 [==============================] - 0s 786us/step - loss: 0.3872 - accuracy: 0.8404
Epoch 260/500
225/225 [==============================] - 0s 794us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 261/500
225/225 [==============================] - 0s 844us/step - loss: 0.3865 - accuracy: 0.8422
Epoch 262/500
225/225 [==============================] - 0s 820us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 263/500
225/225 [==============================] - 0s 797us/step - loss: 0.3870 - accuracy: 0.8411
Epoch 264/500
225/225 [==============================] - 0s 804us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 265/500
225/225 [==============================] - 0s 794us/step - loss: 0.3871 - accuracy: 0.8418
Epoch 266/500
225/225 [==============================] - 0s 807us/step - loss: 0.3867 - accuracy: 0.8406
Epoch 267/500
225/225 [==============================] - 0s 807us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 268/500
225/225 [==============================] - 0s 795us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 269/500
225/225 [==============================] - 0s 815us/step - loss: 0.3869 - accuracy: 0.8425
Epoch 270/500
225/225 [==============================] - 0s 789us/step - loss: 0.3869 - accuracy: 0.8397
Epoch 271/500
225/225 [==============================] - 0s 840us/step - loss: 0.3863 - accuracy: 0.8411
Epoch 272/500
225/225 [==============================] - 0s 802us/step - loss: 0.3870 - accuracy: 0.8413
Epoch 273/500
225/225 [==============================] - 0s 801us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 274/500
225/225 [==============================] - 0s 787us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 275/500
225/225 [==============================] - 0s 808us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 276/500
225/225 [==============================] - 0s 795us/step - loss: 0.3868 - accuracy: 0.8401
Epoch 277/500
225/225 [==============================] - 0s 839us/step - loss: 0.3866 - accuracy: 0.8426
Epoch 278/500
225/225 [==============================] - 0s 788us/step - loss: 0.3869 - accuracy: 0.8415
Epoch 279/500
225/225 [==============================] - 0s 799us/step - loss: 0.3869 - accuracy: 0.8403
Epoch 280/500
225/225 [==============================] - 0s 799us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 281/500
225/225 [==============================] - 0s 789us/step - loss: 0.3868 - accuracy: 0.8408
Epoch 282/500
225/225 [==============================] - 0s 846us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 283/500
225/225 [==============================] - 0s 807us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 284/500
225/225 [==============================] - 0s 841us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 285/500
225/225 [==============================] - 0s 784us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 286/500
225/225 [==============================] - 0s 803us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 287/500
225/225 [==============================] - 0s 802us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 288/500
225/225 [==============================] - 0s 847us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 289/500
225/225 [==============================] - 0s 783us/step - loss: 0.3868 - accuracy: 0.8418
Epoch 290/500
225/225 [==============================] - 0s 804us/step - loss: 0.3866 - accuracy: 0.8418
Epoch 291/500
225/225 [==============================] - 0s 805us/step - loss: 0.3863 - accuracy: 0.8425
Epoch 292/500
225/225 [==============================] - 0s 800us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 293/500
225/225 [==============================] - 0s 796us/step - loss: 0.3864 - accuracy: 0.8414
Epoch 294/500
225/225 [==============================] - 0s 808us/step - loss: 0.3869 - accuracy: 0.8413
Epoch 295/500
225/225 [==============================] - 0s 799us/step - loss: 0.3869 - accuracy: 0.8403
Epoch 296/500
225/225 [==============================] - 0s 783us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 297/500
225/225 [==============================] - 0s 815us/step - loss: 0.3870 - accuracy: 0.8410
Epoch 298/500
225/225 [==============================] - 0s 796us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 299/500
225/225 [==============================] - 0s 853us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 300/500
225/225 [==============================] - 0s 790us/step - loss: 0.3868 - accuracy: 0.8415
Epoch 301/500
225/225 [==============================] - 0s 797us/step - loss: 0.3867 - accuracy: 0.8411
Epoch 302/500
225/225 [==============================] - 0s 809us/step - loss: 0.3868 - accuracy: 0.8408
Epoch 303/500
225/225 [==============================] - 0s 796us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 304/500
225/225 [==============================] - 0s 829us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 305/500
225/225 [==============================] - 0s 801us/step - loss: 0.3864 - accuracy: 0.8393
Epoch 306/500
225/225 [==============================] - 0s 807us/step - loss: 0.3870 - accuracy: 0.8399
Epoch 307/500
225/225 [==============================] - 0s 796us/step - loss: 0.3871 - accuracy: 0.8406
Epoch 308/500
225/225 [==============================] - 0s 802us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 309/500
225/225 [==============================] - 0s 812us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 310/500
225/225 [==============================] - 0s 812us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 311/500
225/225 [==============================] - 0s 788us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 312/500
225/225 [==============================] - 0s 805us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 313/500
225/225 [==============================] - 0s 805us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 314/500
225/225 [==============================] - 0s 800us/step - loss: 0.3868 - accuracy: 0.8406
Epoch 315/500
225/225 [==============================] - 0s 809us/step - loss: 0.3869 - accuracy: 0.8421
Epoch 316/500
225/225 [==============================] - 0s 834us/step - loss: 0.3865 - accuracy: 0.8419
Epoch 317/500
225/225 [==============================] - 0s 805us/step - loss: 0.3871 - accuracy: 0.8418
Epoch 318/500
225/225 [==============================] - 0s 805us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 319/500
225/225 [==============================] - 0s 800us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 320/500
225/225 [==============================] - 0s 856us/step - loss: 0.3870 - accuracy: 0.8429
Epoch 321/500
225/225 [==============================] - 0s 795us/step - loss: 0.3865 - accuracy: 0.8417
Epoch 322/500
225/225 [==============================] - 0s 814us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 323/500
225/225 [==============================] - 0s 780us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 324/500
225/225 [==============================] - 0s 811us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 325/500
225/225 [==============================] - 0s 807us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 326/500
225/225 [==============================] - 0s 853us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 327/500
225/225 [==============================] - 0s 796us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 328/500
225/225 [==============================] - 0s 803us/step - loss: 0.3867 - accuracy: 0.8399
Epoch 329/500
225/225 [==============================] - 0s 797us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 330/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3867 - accuracy: 0.8404
Epoch 331/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8418
Epoch 332/500
225/225 [==============================] - 0s 790us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 333/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8419
Epoch 334/500
225/225 [==============================] - 0s 868us/step - loss: 0.3870 - accuracy: 0.8406
Epoch 335/500
225/225 [==============================] - 0s 930us/step - loss: 0.3869 - accuracy: 0.8433
Epoch 336/500
225/225 [==============================] - 0s 954us/step - loss: 0.3865 - accuracy: 0.8415
Epoch 337/500
225/225 [==============================] - 0s 965us/step - loss: 0.3866 - accuracy: 0.8404
Epoch 338/500
225/225 [==============================] - 0s 923us/step - loss: 0.3867 - accuracy: 0.8415
Epoch 339/500
225/225 [==============================] - 0s 873us/step - loss: 0.3865 - accuracy: 0.8415
Epoch 340/500
225/225 [==============================] - 0s 964us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 341/500
225/225 [==============================] - 0s 993us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 342/500
225/225 [==============================] - 0s 964us/step - loss: 0.3868 - accuracy: 0.8406
Epoch 343/500
225/225 [==============================] - 0s 845us/step - loss: 0.3861 - accuracy: 0.8446
Epoch 344/500
225/225 [==============================] - 0s 869us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 345/500
225/225 [==============================] - 0s 920us/step - loss: 0.3868 - accuracy: 0.8418
Epoch 346/500
225/225 [==============================] - 0s 870us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 347/500
225/225 [==============================] - 0s 967us/step - loss: 0.3868 - accuracy: 0.8418
Epoch 348/500
225/225 [==============================] - 0s 832us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 349/500
225/225 [==============================] - 0s 788us/step - loss: 0.3870 - accuracy: 0.8407
Epoch 350/500
225/225 [==============================] - 0s 845us/step - loss: 0.3868 - accuracy: 0.8421
Epoch 351/500
225/225 [==============================] - 0s 785us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 352/500
225/225 [==============================] - 0s 844us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 353/500
225/225 [==============================] - 0s 793us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 354/500
225/225 [==============================] - 0s 784us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 355/500
225/225 [==============================] - 0s 792us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 356/500
225/225 [==============================] - 0s 814us/step - loss: 0.3862 - accuracy: 0.8413
Epoch 357/500
225/225 [==============================] - 0s 802us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 358/500
225/225 [==============================] - 0s 861us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 359/500
225/225 [==============================] - 0s 779us/step - loss: 0.3865 - accuracy: 0.8415
Epoch 360/500
225/225 [==============================] - 0s 967us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 361/500
225/225 [==============================] - 0s 879us/step - loss: 0.3867 - accuracy: 0.8410
Epoch 362/500
225/225 [==============================] - 0s 856us/step - loss: 0.3867 - accuracy: 0.8415
Epoch 363/500
225/225 [==============================] - 0s 872us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 364/500
225/225 [==============================] - 0s 892us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 365/500
225/225 [==============================] - 0s 850us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 366/500
225/225 [==============================] - 0s 806us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 367/500
225/225 [==============================] - 0s 795us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 368/500
225/225 [==============================] - 0s 786us/step - loss: 0.3866 - accuracy: 0.8421
Epoch 369/500
225/225 [==============================] - 0s 823us/step - loss: 0.3868 - accuracy: 0.8417
Epoch 370/500
225/225 [==============================] - 0s 794us/step - loss: 0.3866 - accuracy: 0.8403
Epoch 371/500
225/225 [==============================] - 0s 783us/step - loss: 0.3868 - accuracy: 0.8425
Epoch 372/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8408
Epoch 373/500
225/225 [==============================] - 0s 898us/step - loss: 0.3868 - accuracy: 0.8421
Epoch 374/500
225/225 [==============================] - 0s 806us/step - loss: 0.3867 - accuracy: 0.8404
Epoch 375/500
225/225 [==============================] - 0s 811us/step - loss: 0.3867 - accuracy: 0.8433
Epoch 376/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8401
Epoch 377/500
225/225 [==============================] - 0s 838us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 378/500
225/225 [==============================] - 0s 791us/step - loss: 0.3868 - accuracy: 0.8406
Epoch 379/500
225/225 [==============================] - 0s 842us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 380/500
225/225 [==============================] - 0s 798us/step - loss: 0.3868 - accuracy: 0.8408
Epoch 381/500
225/225 [==============================] - 0s 794us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 382/500
225/225 [==============================] - 0s 776us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 383/500
225/225 [==============================] - 0s 829us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 384/500
225/225 [==============================] - 0s 780us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 385/500
225/225 [==============================] - 0s 928us/step - loss: 0.3868 - accuracy: 0.8421
Epoch 386/500
225/225 [==============================] - 0s 902us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 387/500
225/225 [==============================] - 0s 866us/step - loss: 0.3863 - accuracy: 0.8421
Epoch 388/500
225/225 [==============================] - 0s 869us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 389/500
225/225 [==============================] - 0s 910us/step - loss: 0.3864 - accuracy: 0.8415
Epoch 390/500
225/225 [==============================] - 0s 918us/step - loss: 0.3862 - accuracy: 0.8406
Epoch 391/500
225/225 [==============================] - 0s 809us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 392/500
225/225 [==============================] - 0s 799us/step - loss: 0.3867 - accuracy: 0.8428
Epoch 393/500
225/225 [==============================] - 0s 793us/step - loss: 0.3867 - accuracy: 0.8411
Epoch 394/500
225/225 [==============================] - 0s 838us/step - loss: 0.3865 - accuracy: 0.8424
Epoch 395/500
225/225 [==============================] - 0s 786us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 396/500
225/225 [==============================] - 0s 796us/step - loss: 0.3862 - accuracy: 0.8425
Epoch 397/500
225/225 [==============================] - 0s 807us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 398/500
225/225 [==============================] - 0s 790us/step - loss: 0.3870 - accuracy: 0.8400
Epoch 399/500
225/225 [==============================] - 0s 792us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 400/500
225/225 [==============================] - 0s 834us/step - loss: 0.3865 - accuracy: 0.8424
Epoch 401/500
225/225 [==============================] - 0s 797us/step - loss: 0.3868 - accuracy: 0.8417
Epoch 402/500
225/225 [==============================] - 0s 780us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 403/500
225/225 [==============================] - 0s 794us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 404/500
225/225 [==============================] - 0s 795us/step - loss: 0.3867 - accuracy: 0.8394
Epoch 405/500
225/225 [==============================] - 0s 814us/step - loss: 0.3868 - accuracy: 0.8417
Epoch 406/500
225/225 [==============================] - 0s 793us/step - loss: 0.3864 - accuracy: 0.8429
Epoch 407/500
225/225 [==============================] - 0s 795us/step - loss: 0.3864 - accuracy: 0.8413
Epoch 408/500
225/225 [==============================] - 0s 804us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 409/500
225/225 [==============================] - 0s 793us/step - loss: 0.3868 - accuracy: 0.8403
Epoch 410/500
225/225 [==============================] - 0s 845us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 411/500
225/225 [==============================] - 0s 922us/step - loss: 0.3869 - accuracy: 0.8407
Epoch 412/500
225/225 [==============================] - 0s 868us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 413/500
225/225 [==============================] - 0s 878us/step - loss: 0.3869 - accuracy: 0.8413
Epoch 414/500
225/225 [==============================] - 0s 885us/step - loss: 0.3869 - accuracy: 0.8424
Epoch 415/500
225/225 [==============================] - 0s 832us/step - loss: 0.3867 - accuracy: 0.8411
Epoch 416/500
225/225 [==============================] - 0s 846us/step - loss: 0.3870 - accuracy: 0.8411
Epoch 417/500
225/225 [==============================] - 0s 813us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 418/500
225/225 [==============================] - 0s 802us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 419/500
225/225 [==============================] - 0s 792us/step - loss: 0.3868 - accuracy: 0.8408
Epoch 420/500
225/225 [==============================] - 0s 798us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 421/500
225/225 [==============================] - 0s 832us/step - loss: 0.3870 - accuracy: 0.8419
Epoch 422/500
225/225 [==============================] - 0s 782us/step - loss: 0.3866 - accuracy: 0.8399
Epoch 423/500
225/225 [==============================] - 0s 900us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 424/500
225/225 [==============================] - 0s 802us/step - loss: 0.3867 - accuracy: 0.8424
Epoch 425/500
225/225 [==============================] - 0s 811us/step - loss: 0.3863 - accuracy: 0.8408
Epoch 426/500
225/225 [==============================] - 0s 779us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 427/500
225/225 [==============================] - 0s 827us/step - loss: 0.3868 - accuracy: 0.8404
Epoch 428/500
225/225 [==============================] - 0s 799us/step - loss: 0.3867 - accuracy: 0.8422
Epoch 429/500
225/225 [==============================] - 0s 791us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 430/500
225/225 [==============================] - 0s 789us/step - loss: 0.3868 - accuracy: 0.8415
Epoch 431/500
225/225 [==============================] - 0s 795us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 432/500
225/225 [==============================] - 0s 832us/step - loss: 0.3868 - accuracy: 0.8428
Epoch 433/500
225/225 [==============================] - 0s 795us/step - loss: 0.3867 - accuracy: 0.8399
Epoch 434/500
225/225 [==============================] - 0s 780us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 435/500
225/225 [==============================] - 0s 806us/step - loss: 0.3868 - accuracy: 0.8404
Epoch 436/500
225/225 [==============================] - 0s 804us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 437/500
225/225 [==============================] - 0s 781us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 438/500
225/225 [==============================] - 0s 838us/step - loss: 0.3869 - accuracy: 0.8393
Epoch 439/500
225/225 [==============================] - 0s 824us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 440/500
225/225 [==============================] - 0s 793us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 441/500
225/225 [==============================] - 0s 793us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 442/500
225/225 [==============================] - 0s 855us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 443/500
225/225 [==============================] - 0s 795us/step - loss: 0.3868 - accuracy: 0.8403
Epoch 444/500
225/225 [==============================] - 0s 789us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 445/500
225/225 [==============================] - 0s 781us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 446/500
225/225 [==============================] - 0s 805us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 447/500
225/225 [==============================] - 0s 803us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 448/500
225/225 [==============================] - 0s 804us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 449/500
225/225 [==============================] - 0s 832us/step - loss: 0.3865 - accuracy: 0.8425
Epoch 450/500
225/225 [==============================] - 0s 814us/step - loss: 0.3872 - accuracy: 0.8408
Epoch 451/500
225/225 [==============================] - 0s 800us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 452/500
225/225 [==============================] - 0s 790us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 453/500
225/225 [==============================] - 0s 834us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 454/500
225/225 [==============================] - 0s 803us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 455/500
225/225 [==============================] - 0s 795us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 456/500
225/225 [==============================] - 0s 780us/step - loss: 0.3864 - accuracy: 0.8414
Epoch 457/500
225/225 [==============================] - 0s 797us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 458/500
225/225 [==============================] - 0s 843us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 459/500
225/225 [==============================] - 0s 963us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 460/500
225/225 [==============================] - 0s 926us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 461/500
225/225 [==============================] - 0s 793us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 462/500
225/225 [==============================] - 0s 805us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 463/500
225/225 [==============================] - 0s 801us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 464/500
225/225 [==============================] - 0s 832us/step - loss: 0.3866 - accuracy: 0.8397
Epoch 465/500
225/225 [==============================] - 0s 793us/step - loss: 0.3868 - accuracy: 0.8400
Epoch 466/500
225/225 [==============================] - 0s 794us/step - loss: 0.3868 - accuracy: 0.8393
Epoch 467/500
225/225 [==============================] - 0s 800us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 468/500
225/225 [==============================] - 0s 783us/step - loss: 0.3864 - accuracy: 0.8403
Epoch 469/500
225/225 [==============================] - 0s 799us/step - loss: 0.3864 - accuracy: 0.8401
Epoch 470/500
225/225 [==============================] - 0s 815us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 471/500
225/225 [==============================] - 0s 822us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 472/500
225/225 [==============================] - 0s 783us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 473/500
225/225 [==============================] - 0s 799us/step - loss: 0.3869 - accuracy: 0.8426
Epoch 474/500
225/225 [==============================] - 0s 809us/step - loss: 0.3867 - accuracy: 0.8410
Epoch 475/500
225/225 [==============================] - 0s 869us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 476/500
225/225 [==============================] - 0s 953us/step - loss: 0.3868 - accuracy: 0.8428
Epoch 477/500
225/225 [==============================] - 0s 784us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 478/500
225/225 [==============================] - 0s 799us/step - loss: 0.3868 - accuracy: 0.8406
Epoch 479/500
225/225 [==============================] - 0s 806us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 480/500
225/225 [==============================] - 0s 784us/step - loss: 0.3870 - accuracy: 0.8421
Epoch 481/500
225/225 [==============================] - 0s 807us/step - loss: 0.3861 - accuracy: 0.8421
Epoch 482/500
225/225 [==============================] - 0s 801us/step - loss: 0.3869 - accuracy: 0.8422
Epoch 483/500
225/225 [==============================] - 0s 793us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 484/500
225/225 [==============================] - 0s 785us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 485/500
225/225 [==============================] - 0s 797us/step - loss: 0.3868 - accuracy: 0.8421
Epoch 486/500
225/225 [==============================] - 0s 835us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 487/500
225/225 [==============================] - 0s 787us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 488/500
225/225 [==============================] - 0s 784us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 489/500
225/225 [==============================] - 0s 789us/step - loss: 0.3868 - accuracy: 0.8419
Epoch 490/500
225/225 [==============================] - 0s 796us/step - loss: 0.3869 - accuracy: 0.8418
Epoch 491/500
225/225 [==============================] - 0s 790us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 492/500
225/225 [==============================] - 0s 825us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 493/500
225/225 [==============================] - 0s 825us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 494/500
225/225 [==============================] - 0s 801us/step - loss: 0.3867 - accuracy: 0.8410
Epoch 495/500
225/225 [==============================] - 0s 784us/step - loss: 0.3868 - accuracy: 0.8415
Epoch 496/500
225/225 [==============================] - 0s 801us/step - loss: 0.3866 - accuracy: 0.8424
Epoch 497/500
225/225 [==============================] - 0s 838us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 498/500
225/225 [==============================] - 0s 794us/step - loss: 0.3867 - accuracy: 0.8411
Epoch 499/500
225/225 [==============================] - 0s 787us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 500/500
225/225 [==============================] - 0s 794us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 1/500
225/225 [==============================] - 0s 830us/step - loss: 0.5951 - accuracy: 0.7964
Epoch 2/500
225/225 [==============================] - 0s 864us/step - loss: 0.4511 - accuracy: 0.7964
Epoch 3/500
225/225 [==============================] - 0s 870us/step - loss: 0.4389 - accuracy: 0.7964
Epoch 4/500
225/225 [==============================] - 0s 843us/step - loss: 0.4355 - accuracy: 0.7964
Epoch 5/500
225/225 [==============================] - 0s 860us/step - loss: 0.4338 - accuracy: 0.7964
Epoch 6/500
225/225 [==============================] - 0s 915us/step - loss: 0.4325 - accuracy: 0.7964
Epoch 7/500
225/225 [==============================] - 0s 845us/step - loss: 0.4318 - accuracy: 0.7964
Epoch 8/500
225/225 [==============================] - 0s 836us/step - loss: 0.4307 - accuracy: 0.7964
Epoch 9/500
225/225 [==============================] - 0s 850us/step - loss: 0.4297 - accuracy: 0.7964
Epoch 10/500
225/225 [==============================] - 0s 852us/step - loss: 0.4282 - accuracy: 0.7964
Epoch 11/500
225/225 [==============================] - 0s 904us/step - loss: 0.4264 - accuracy: 0.7993
Epoch 12/500
225/225 [==============================] - 0s 877us/step - loss: 0.4242 - accuracy: 0.8158
Epoch 13/500
225/225 [==============================] - 0s 836us/step - loss: 0.4222 - accuracy: 0.8203
Epoch 14/500
225/225 [==============================] - 0s 853us/step - loss: 0.4208 - accuracy: 0.8224
Epoch 15/500
225/225 [==============================] - 0s 848us/step - loss: 0.4192 - accuracy: 0.8272
Epoch 16/500
225/225 [==============================] - 0s 856us/step - loss: 0.4180 - accuracy: 0.8288
Epoch 17/500
225/225 [==============================] - 0s 881us/step - loss: 0.4166 - accuracy: 0.8289
Epoch 18/500
225/225 [==============================] - 0s 850us/step - loss: 0.4158 - accuracy: 0.8303
Epoch 19/500
225/225 [==============================] - 0s 848us/step - loss: 0.4148 - accuracy: 0.8317
Epoch 20/500
225/225 [==============================] - 0s 860us/step - loss: 0.4140 - accuracy: 0.8308
Epoch 21/500
225/225 [==============================] - 0s 907us/step - loss: 0.4131 - accuracy: 0.8319
Epoch 22/500
225/225 [==============================] - 0s 866us/step - loss: 0.4128 - accuracy: 0.8328
Epoch 23/500
225/225 [==============================] - 0s 825us/step - loss: 0.4118 - accuracy: 0.8328
Epoch 24/500
225/225 [==============================] - 0s 859us/step - loss: 0.4117 - accuracy: 0.8331
Epoch 25/500
225/225 [==============================] - 0s 860us/step - loss: 0.4111 - accuracy: 0.8343
Epoch 26/500
225/225 [==============================] - 0s 910us/step - loss: 0.4103 - accuracy: 0.8342
Epoch 27/500
225/225 [==============================] - 0s 844us/step - loss: 0.4102 - accuracy: 0.8343
Epoch 28/500
225/225 [==============================] - 0s 846us/step - loss: 0.4097 - accuracy: 0.8335
Epoch 29/500
225/225 [==============================] - 0s 851us/step - loss: 0.4096 - accuracy: 0.8333
Epoch 30/500
225/225 [==============================] - 0s 990us/step - loss: 0.4092 - accuracy: 0.8351
Epoch 31/500
225/225 [==============================] - 0s 888us/step - loss: 0.4090 - accuracy: 0.8339
Epoch 32/500
225/225 [==============================] - 0s 840us/step - loss: 0.4085 - accuracy: 0.8340
Epoch 33/500
225/225 [==============================] - 0s 851us/step - loss: 0.4081 - accuracy: 0.8347
Epoch 34/500
225/225 [==============================] - 0s 914us/step - loss: 0.4080 - accuracy: 0.8357
Epoch 35/500
225/225 [==============================] - 0s 852us/step - loss: 0.4078 - accuracy: 0.8356
Epoch 36/500
225/225 [==============================] - 0s 844us/step - loss: 0.4074 - accuracy: 0.8351
Epoch 37/500
225/225 [==============================] - 0s 854us/step - loss: 0.4069 - accuracy: 0.8340
Epoch 38/500
225/225 [==============================] - 0s 850us/step - loss: 0.4069 - accuracy: 0.8354
Epoch 39/500
225/225 [==============================] - 0s 856us/step - loss: 0.4065 - accuracy: 0.8364
Epoch 40/500
225/225 [==============================] - 0s 861us/step - loss: 0.4066 - accuracy: 0.8365
Epoch 41/500
225/225 [==============================] - 0s 838us/step - loss: 0.4063 - accuracy: 0.8365
Epoch 42/500
225/225 [==============================] - 0s 903us/step - loss: 0.4058 - accuracy: 0.8374
Epoch 43/500
225/225 [==============================] - 0s 847us/step - loss: 0.4058 - accuracy: 0.8358
Epoch 44/500
225/225 [==============================] - 0s 845us/step - loss: 0.4055 - accuracy: 0.8361
Epoch 45/500
225/225 [==============================] - 0s 859us/step - loss: 0.4051 - accuracy: 0.8356
Epoch 46/500
225/225 [==============================] - 0s 855us/step - loss: 0.4054 - accuracy: 0.8351
Epoch 47/500
225/225 [==============================] - 0s 862us/step - loss: 0.4049 - accuracy: 0.8356
Epoch 48/500
225/225 [==============================] - 0s 854us/step - loss: 0.4050 - accuracy: 0.8367
Epoch 49/500
225/225 [==============================] - 0s 849us/step - loss: 0.4044 - accuracy: 0.8356
Epoch 50/500
225/225 [==============================] - 0s 866us/step - loss: 0.4045 - accuracy: 0.8363
Epoch 51/500
225/225 [==============================] - 0s 832us/step - loss: 0.4044 - accuracy: 0.8357
Epoch 52/500
225/225 [==============================] - 0s 968us/step - loss: 0.4037 - accuracy: 0.8367
Epoch 53/500
225/225 [==============================] - 0s 814us/step - loss: 0.4041 - accuracy: 0.8360
Epoch 54/500
225/225 [==============================] - 0s 805us/step - loss: 0.4039 - accuracy: 0.8364
Epoch 55/500
225/225 [==============================] - 0s 793us/step - loss: 0.4037 - accuracy: 0.8368
Epoch 56/500
225/225 [==============================] - 0s 838us/step - loss: 0.4033 - accuracy: 0.8364
Epoch 57/500
225/225 [==============================] - 0s 815us/step - loss: 0.4034 - accuracy: 0.8376
Epoch 58/500
225/225 [==============================] - 0s 821us/step - loss: 0.4033 - accuracy: 0.8361
Epoch 59/500
225/225 [==============================] - 0s 796us/step - loss: 0.4029 - accuracy: 0.8363
Epoch 60/500
225/225 [==============================] - 0s 811us/step - loss: 0.4031 - accuracy: 0.8363
Epoch 61/500
225/225 [==============================] - 0s 832us/step - loss: 0.4025 - accuracy: 0.8374
Epoch 62/500
225/225 [==============================] - 0s 837us/step - loss: 0.4027 - accuracy: 0.8358
Epoch 63/500
225/225 [==============================] - 0s 794us/step - loss: 0.4028 - accuracy: 0.8368
Epoch 64/500
225/225 [==============================] - 0s 850us/step - loss: 0.4023 - accuracy: 0.8371
Epoch 65/500
225/225 [==============================] - 0s 805us/step - loss: 0.4025 - accuracy: 0.8360
Epoch 66/500
225/225 [==============================] - 0s 862us/step - loss: 0.4023 - accuracy: 0.8361
Epoch 67/500
225/225 [==============================] - 0s 797us/step - loss: 0.4016 - accuracy: 0.8376
Epoch 68/500
225/225 [==============================] - 0s 817us/step - loss: 0.4020 - accuracy: 0.8363
Epoch 69/500
225/225 [==============================] - 0s 821us/step - loss: 0.4021 - accuracy: 0.8369
Epoch 70/500
225/225 [==============================] - 0s 804us/step - loss: 0.4017 - accuracy: 0.8351
Epoch 71/500
225/225 [==============================] - 0s 802us/step - loss: 0.4017 - accuracy: 0.8361
Epoch 72/500
225/225 [==============================] - 0s 815us/step - loss: 0.4017 - accuracy: 0.8347
Epoch 73/500
225/225 [==============================] - 0s 832us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 74/500
225/225 [==============================] - 0s 839us/step - loss: 0.4016 - accuracy: 0.8354
Epoch 75/500
225/225 [==============================] - 0s 809us/step - loss: 0.4017 - accuracy: 0.8351
Epoch 76/500
225/225 [==============================] - 0s 813us/step - loss: 0.4016 - accuracy: 0.8354
Epoch 77/500
225/225 [==============================] - 0s 821us/step - loss: 0.4016 - accuracy: 0.8351
Epoch 78/500
225/225 [==============================] - 0s 827us/step - loss: 0.4015 - accuracy: 0.8353
Epoch 79/500
225/225 [==============================] - 0s 798us/step - loss: 0.4012 - accuracy: 0.8358
Epoch 80/500
225/225 [==============================] - 0s 824us/step - loss: 0.4012 - accuracy: 0.8351
Epoch 81/500
225/225 [==============================] - 0s 817us/step - loss: 0.4012 - accuracy: 0.8360
Epoch 82/500
225/225 [==============================] - 0s 802us/step - loss: 0.4013 - accuracy: 0.8358
Epoch 83/500
225/225 [==============================] - 0s 825us/step - loss: 0.4009 - accuracy: 0.8349
Epoch 84/500
225/225 [==============================] - 0s 829us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 85/500
225/225 [==============================] - 0s 813us/step - loss: 0.4007 - accuracy: 0.8349
Epoch 86/500
225/225 [==============================] - 0s 812us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 87/500
225/225 [==============================] - 0s 816us/step - loss: 0.4005 - accuracy: 0.8346
Epoch 88/500
225/225 [==============================] - 0s 826us/step - loss: 0.4009 - accuracy: 0.8344
Epoch 89/500
225/225 [==============================] - 0s 854us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 90/500
225/225 [==============================] - 0s 823us/step - loss: 0.4005 - accuracy: 0.8347
Epoch 91/500
225/225 [==============================] - 0s 819us/step - loss: 0.4009 - accuracy: 0.8342
Epoch 92/500
225/225 [==============================] - 0s 812us/step - loss: 0.4006 - accuracy: 0.8349
Epoch 93/500
225/225 [==============================] - 0s 810us/step - loss: 0.4003 - accuracy: 0.8353
Epoch 94/500
225/225 [==============================] - 0s 857us/step - loss: 0.4005 - accuracy: 0.8339
Epoch 95/500
225/225 [==============================] - 0s 813us/step - loss: 0.4000 - accuracy: 0.8361
Epoch 96/500
225/225 [==============================] - 0s 818us/step - loss: 0.4003 - accuracy: 0.8326
Epoch 97/500
225/225 [==============================] - 0s 812us/step - loss: 0.4002 - accuracy: 0.8338
Epoch 98/500
225/225 [==============================] - 0s 804us/step - loss: 0.4003 - accuracy: 0.8339
Epoch 99/500
225/225 [==============================] - 0s 863us/step - loss: 0.4002 - accuracy: 0.8347
Epoch 100/500
225/225 [==============================] - 0s 820us/step - loss: 0.4000 - accuracy: 0.8350
Epoch 101/500
225/225 [==============================] - 0s 812us/step - loss: 0.4003 - accuracy: 0.8340
Epoch 102/500
225/225 [==============================] - 0s 807us/step - loss: 0.4000 - accuracy: 0.8343
Epoch 103/500
225/225 [==============================] - 0s 818us/step - loss: 0.4000 - accuracy: 0.8346
Epoch 104/500
225/225 [==============================] - 0s 814us/step - loss: 0.3999 - accuracy: 0.8353
Epoch 105/500
225/225 [==============================] - 0s 840us/step - loss: 0.3998 - accuracy: 0.8338
Epoch 106/500
225/225 [==============================] - 0s 800us/step - loss: 0.3998 - accuracy: 0.8353
Epoch 107/500
225/225 [==============================] - 0s 821us/step - loss: 0.3997 - accuracy: 0.8339
Epoch 108/500
225/225 [==============================] - 0s 818us/step - loss: 0.4001 - accuracy: 0.8333
Epoch 109/500
225/225 [==============================] - 0s 816us/step - loss: 0.3999 - accuracy: 0.8367
Epoch 110/500
225/225 [==============================] - 0s 843us/step - loss: 0.3997 - accuracy: 0.8363
Epoch 111/500
225/225 [==============================] - 0s 809us/step - loss: 0.3998 - accuracy: 0.8353
Epoch 112/500
225/225 [==============================] - 0s 813us/step - loss: 0.4000 - accuracy: 0.8343
Epoch 113/500
225/225 [==============================] - 0s 821us/step - loss: 0.3998 - accuracy: 0.8344
Epoch 114/500
225/225 [==============================] - 0s 807us/step - loss: 0.3996 - accuracy: 0.8342
Epoch 115/500
225/225 [==============================] - 0s 853us/step - loss: 0.3997 - accuracy: 0.8351
Epoch 116/500
225/225 [==============================] - 0s 812us/step - loss: 0.3998 - accuracy: 0.8349
Epoch 117/500
225/225 [==============================] - 0s 815us/step - loss: 0.3998 - accuracy: 0.8333
Epoch 118/500
225/225 [==============================] - 0s 815us/step - loss: 0.3997 - accuracy: 0.8344
Epoch 119/500
225/225 [==============================] - 0s 816us/step - loss: 0.3998 - accuracy: 0.8356
Epoch 120/500
225/225 [==============================] - 0s 813us/step - loss: 0.3998 - accuracy: 0.8354
Epoch 121/500
225/225 [==============================] - 0s 853us/step - loss: 0.3993 - accuracy: 0.8347
Epoch 122/500
225/225 [==============================] - 0s 828us/step - loss: 0.3996 - accuracy: 0.8361
Epoch 123/500
225/225 [==============================] - 0s 823us/step - loss: 0.3996 - accuracy: 0.8356
Epoch 124/500
225/225 [==============================] - 0s 868us/step - loss: 0.3998 - accuracy: 0.8344
Epoch 125/500
225/225 [==============================] - 0s 872us/step - loss: 0.3998 - accuracy: 0.8354
Epoch 126/500
225/225 [==============================] - 0s 835us/step - loss: 0.3995 - accuracy: 0.8340
Epoch 127/500
225/225 [==============================] - 0s 812us/step - loss: 0.3995 - accuracy: 0.8351
Epoch 128/500
225/225 [==============================] - 0s 811us/step - loss: 0.3997 - accuracy: 0.8333
Epoch 129/500
225/225 [==============================] - 0s 823us/step - loss: 0.3993 - accuracy: 0.8354
Epoch 130/500
225/225 [==============================] - 0s 797us/step - loss: 0.3994 - accuracy: 0.8356
Epoch 131/500
225/225 [==============================] - 0s 821us/step - loss: 0.3992 - accuracy: 0.8368
Epoch 132/500
225/225 [==============================] - 0s 846us/step - loss: 0.3996 - accuracy: 0.8346
Epoch 133/500
225/225 [==============================] - 0s 871us/step - loss: 0.3994 - accuracy: 0.8332
Epoch 134/500
225/225 [==============================] - 0s 870us/step - loss: 0.3996 - accuracy: 0.8343
Epoch 135/500
225/225 [==============================] - 0s 892us/step - loss: 0.3994 - accuracy: 0.8339
Epoch 136/500
225/225 [==============================] - 0s 835us/step - loss: 0.3994 - accuracy: 0.8347
Epoch 137/500
225/225 [==============================] - 0s 817us/step - loss: 0.3995 - accuracy: 0.8354
Epoch 138/500
225/225 [==============================] - 0s 802us/step - loss: 0.3993 - accuracy: 0.8353
Epoch 139/500
225/225 [==============================] - 0s 834us/step - loss: 0.3990 - accuracy: 0.8349
Epoch 140/500
225/225 [==============================] - 0s 818us/step - loss: 0.3997 - accuracy: 0.8354
Epoch 141/500
225/225 [==============================] - 0s 813us/step - loss: 0.3991 - accuracy: 0.8354
Epoch 142/500
225/225 [==============================] - 0s 859us/step - loss: 0.3994 - accuracy: 0.8353
Epoch 143/500
225/225 [==============================] - 0s 836us/step - loss: 0.3992 - accuracy: 0.8343
Epoch 144/500
225/225 [==============================] - 0s 821us/step - loss: 0.3989 - accuracy: 0.8368
Epoch 145/500
225/225 [==============================] - 0s 829us/step - loss: 0.3994 - accuracy: 0.8364
Epoch 146/500
225/225 [==============================] - 0s 801us/step - loss: 0.3993 - accuracy: 0.8349
Epoch 147/500
225/225 [==============================] - 0s 860us/step - loss: 0.3991 - accuracy: 0.8349
Epoch 148/500
225/225 [==============================] - 0s 815us/step - loss: 0.3994 - accuracy: 0.8342
Epoch 149/500
225/225 [==============================] - 0s 819us/step - loss: 0.3992 - accuracy: 0.8343
Epoch 150/500
225/225 [==============================] - 0s 813us/step - loss: 0.3991 - accuracy: 0.8350
Epoch 151/500
225/225 [==============================] - 0s 817us/step - loss: 0.3988 - accuracy: 0.8342
Epoch 152/500
225/225 [==============================] - 0s 838us/step - loss: 0.3991 - accuracy: 0.8343
Epoch 153/500
225/225 [==============================] - 0s 828us/step - loss: 0.3990 - accuracy: 0.8351
Epoch 154/500
225/225 [==============================] - 0s 823us/step - loss: 0.3989 - accuracy: 0.8339
Epoch 155/500
225/225 [==============================] - 0s 825us/step - loss: 0.3995 - accuracy: 0.8342
Epoch 156/500
225/225 [==============================] - 0s 809us/step - loss: 0.3993 - accuracy: 0.8350
Epoch 157/500
225/225 [==============================] - 0s 814us/step - loss: 0.3991 - accuracy: 0.8356
Epoch 158/500
225/225 [==============================] - 0s 848us/step - loss: 0.3992 - accuracy: 0.8346
Epoch 159/500
225/225 [==============================] - 0s 814us/step - loss: 0.3993 - accuracy: 0.8338
Epoch 160/500
225/225 [==============================] - 0s 810us/step - loss: 0.3991 - accuracy: 0.8342
Epoch 161/500
225/225 [==============================] - 0s 814us/step - loss: 0.3988 - accuracy: 0.8357
Epoch 162/500
225/225 [==============================] - 0s 801us/step - loss: 0.3993 - accuracy: 0.8347
Epoch 163/500
225/225 [==============================] - 0s 867us/step - loss: 0.3989 - accuracy: 0.8343
Epoch 164/500
225/225 [==============================] - 0s 826us/step - loss: 0.3992 - accuracy: 0.8354
Epoch 165/500
225/225 [==============================] - 0s 813us/step - loss: 0.3991 - accuracy: 0.8340
Epoch 166/500
225/225 [==============================] - 0s 809us/step - loss: 0.3991 - accuracy: 0.8351
Epoch 167/500
225/225 [==============================] - 0s 815us/step - loss: 0.3990 - accuracy: 0.8353
Epoch 168/500
225/225 [==============================] - 0s 872us/step - loss: 0.3989 - accuracy: 0.8356
Epoch 169/500
225/225 [==============================] - 0s 826us/step - loss: 0.3991 - accuracy: 0.8351
Epoch 170/500
225/225 [==============================] - 0s 798us/step - loss: 0.3988 - accuracy: 0.8347
Epoch 171/500
225/225 [==============================] - 0s 815us/step - loss: 0.3990 - accuracy: 0.8342
Epoch 172/500
225/225 [==============================] - 0s 823us/step - loss: 0.3990 - accuracy: 0.8346
Epoch 173/500
225/225 [==============================] - 0s 803us/step - loss: 0.3991 - accuracy: 0.8350
Epoch 174/500
225/225 [==============================] - 0s 827us/step - loss: 0.3989 - accuracy: 0.8357
Epoch 175/500
225/225 [==============================] - 0s 839us/step - loss: 0.3990 - accuracy: 0.8343
Epoch 176/500
225/225 [==============================] - 0s 810us/step - loss: 0.3989 - accuracy: 0.8361
Epoch 177/500
225/225 [==============================] - 0s 814us/step - loss: 0.3989 - accuracy: 0.8344
Epoch 178/500
225/225 [==============================] - 0s 800us/step - loss: 0.3987 - accuracy: 0.8367
Epoch 179/500
225/225 [==============================] - 0s 846us/step - loss: 0.3991 - accuracy: 0.8350
Epoch 180/500
225/225 [==============================] - 0s 832us/step - loss: 0.3991 - accuracy: 0.8342
Epoch 181/500
225/225 [==============================] - 0s 813us/step - loss: 0.3992 - accuracy: 0.8350
Epoch 182/500
225/225 [==============================] - 0s 806us/step - loss: 0.3989 - accuracy: 0.8353
Epoch 183/500
225/225 [==============================] - 0s 815us/step - loss: 0.3989 - accuracy: 0.8347
Epoch 184/500
225/225 [==============================] - 0s 812us/step - loss: 0.3989 - accuracy: 0.8344
Epoch 185/500
225/225 [==============================] - 0s 846us/step - loss: 0.3988 - accuracy: 0.8360
Epoch 186/500
225/225 [==============================] - 0s 805us/step - loss: 0.3990 - accuracy: 0.8350
Epoch 187/500
225/225 [==============================] - 0s 811us/step - loss: 0.3988 - accuracy: 0.8356
Epoch 188/500
225/225 [==============================] - 0s 824us/step - loss: 0.3990 - accuracy: 0.8343
Epoch 189/500
225/225 [==============================] - 0s 809us/step - loss: 0.3991 - accuracy: 0.8351
Epoch 190/500
225/225 [==============================] - 0s 846us/step - loss: 0.3989 - accuracy: 0.8361
Epoch 191/500
225/225 [==============================] - 0s 813us/step - loss: 0.3988 - accuracy: 0.8342
Epoch 192/500
225/225 [==============================] - 0s 881us/step - loss: 0.3988 - accuracy: 0.8347
Epoch 193/500
225/225 [==============================] - 0s 873us/step - loss: 0.3988 - accuracy: 0.8357
Epoch 194/500
225/225 [==============================] - 0s 816us/step - loss: 0.3988 - accuracy: 0.8360
Epoch 195/500
225/225 [==============================] - 0s 800us/step - loss: 0.3989 - accuracy: 0.8351
Epoch 196/500
225/225 [==============================] - 0s 836us/step - loss: 0.3988 - accuracy: 0.8329
Epoch 197/500
225/225 [==============================] - 0s 802us/step - loss: 0.3988 - accuracy: 0.8338
Epoch 198/500
225/225 [==============================] - 0s 805us/step - loss: 0.3985 - accuracy: 0.8354
Epoch 199/500
225/225 [==============================] - 0s 804us/step - loss: 0.3985 - accuracy: 0.8360
Epoch 200/500
225/225 [==============================] - 0s 851us/step - loss: 0.3987 - accuracy: 0.8354
Epoch 201/500
225/225 [==============================] - 0s 862us/step - loss: 0.3987 - accuracy: 0.8353
Epoch 202/500
225/225 [==============================] - 0s 807us/step - loss: 0.3988 - accuracy: 0.8347
Epoch 203/500
225/225 [==============================] - 0s 798us/step - loss: 0.3987 - accuracy: 0.8360
Epoch 204/500
225/225 [==============================] - 0s 805us/step - loss: 0.3987 - accuracy: 0.8365
Epoch 205/500
225/225 [==============================] - 0s 853us/step - loss: 0.3988 - accuracy: 0.8363
Epoch 206/500
225/225 [==============================] - 0s 806us/step - loss: 0.3987 - accuracy: 0.8343
Epoch 207/500
225/225 [==============================] - 0s 806us/step - loss: 0.3987 - accuracy: 0.8365
Epoch 208/500
225/225 [==============================] - 0s 800us/step - loss: 0.3985 - accuracy: 0.8353
Epoch 209/500
225/225 [==============================] - 0s 809us/step - loss: 0.3987 - accuracy: 0.8350
Epoch 210/500
225/225 [==============================] - 0s 817us/step - loss: 0.3988 - accuracy: 0.8354
Epoch 211/500
225/225 [==============================] - 0s 820us/step - loss: 0.3985 - accuracy: 0.8369
Epoch 212/500
225/225 [==============================] - 0s 804us/step - loss: 0.3987 - accuracy: 0.8344
Epoch 213/500
225/225 [==============================] - 0s 798us/step - loss: 0.3987 - accuracy: 0.8350
Epoch 214/500
225/225 [==============================] - 0s 804us/step - loss: 0.3986 - accuracy: 0.8369
Epoch 215/500
225/225 [==============================] - 0s 810us/step - loss: 0.3988 - accuracy: 0.8351
Epoch 216/500
225/225 [==============================] - 0s 817us/step - loss: 0.3988 - accuracy: 0.8360
Epoch 217/500
225/225 [==============================] - 0s 814us/step - loss: 0.3989 - accuracy: 0.8357
Epoch 218/500
225/225 [==============================] - 0s 809us/step - loss: 0.3985 - accuracy: 0.8364
Epoch 219/500
225/225 [==============================] - 0s 805us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 220/500
225/225 [==============================] - 0s 808us/step - loss: 0.3988 - accuracy: 0.8367
Epoch 221/500
225/225 [==============================] - 0s 821us/step - loss: 0.3985 - accuracy: 0.8357
Epoch 222/500
225/225 [==============================] - 0s 823us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 223/500
225/225 [==============================] - 0s 806us/step - loss: 0.3987 - accuracy: 0.8364
Epoch 224/500
225/225 [==============================] - 0s 798us/step - loss: 0.3985 - accuracy: 0.8358
Epoch 225/500
225/225 [==============================] - 0s 804us/step - loss: 0.3982 - accuracy: 0.8353
Epoch 226/500
225/225 [==============================] - 0s 804us/step - loss: 0.3986 - accuracy: 0.8351
Epoch 227/500
225/225 [==============================] - 0s 843us/step - loss: 0.3986 - accuracy: 0.8349
Epoch 228/500
225/225 [==============================] - 0s 817us/step - loss: 0.3986 - accuracy: 0.8371
Epoch 229/500
225/225 [==============================] - 0s 805us/step - loss: 0.3986 - accuracy: 0.8335
Epoch 230/500
225/225 [==============================] - 0s 801us/step - loss: 0.3982 - accuracy: 0.8353
Epoch 231/500
225/225 [==============================] - 0s 807us/step - loss: 0.3985 - accuracy: 0.8360
Epoch 232/500
225/225 [==============================] - 0s 800us/step - loss: 0.3984 - accuracy: 0.8353
Epoch 233/500
225/225 [==============================] - 0s 846us/step - loss: 0.3985 - accuracy: 0.8346
Epoch 234/500
225/225 [==============================] - 0s 805us/step - loss: 0.3984 - accuracy: 0.8358
Epoch 235/500
225/225 [==============================] - 0s 801us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 236/500
225/225 [==============================] - 0s 802us/step - loss: 0.3985 - accuracy: 0.8365
Epoch 237/500
225/225 [==============================] - 0s 806us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 238/500
225/225 [==============================] - 0s 849us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 239/500
225/225 [==============================] - 0s 785us/step - loss: 0.3983 - accuracy: 0.8346
Epoch 240/500
225/225 [==============================] - 0s 807us/step - loss: 0.3984 - accuracy: 0.8340
Epoch 241/500
225/225 [==============================] - 0s 798us/step - loss: 0.3984 - accuracy: 0.8339
Epoch 242/500
225/225 [==============================] - 0s 809us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 243/500
225/225 [==============================] - 0s 799us/step - loss: 0.3982 - accuracy: 0.8367
Epoch 244/500
225/225 [==============================] - 0s 921us/step - loss: 0.3978 - accuracy: 0.8338
Epoch 245/500
225/225 [==============================] - 0s 809us/step - loss: 0.3987 - accuracy: 0.8343
Epoch 246/500
225/225 [==============================] - 0s 797us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 247/500
225/225 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8342
Epoch 248/500
225/225 [==============================] - 0s 807us/step - loss: 0.3984 - accuracy: 0.8344
Epoch 249/500
225/225 [==============================] - 0s 817us/step - loss: 0.3980 - accuracy: 0.8350
Epoch 250/500
225/225 [==============================] - 0s 812us/step - loss: 0.3985 - accuracy: 0.8353
Epoch 251/500
225/225 [==============================] - 0s 799us/step - loss: 0.3984 - accuracy: 0.8350
Epoch 252/500
225/225 [==============================] - 0s 920us/step - loss: 0.3983 - accuracy: 0.8360
Epoch 253/500
225/225 [==============================] - 0s 795us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 254/500
225/225 [==============================] - 0s 826us/step - loss: 0.3981 - accuracy: 0.8347
Epoch 255/500
225/225 [==============================] - 0s 812us/step - loss: 0.3982 - accuracy: 0.8344
Epoch 256/500
225/225 [==============================] - 0s 829us/step - loss: 0.3980 - accuracy: 0.8350
Epoch 257/500
225/225 [==============================] - 0s 814us/step - loss: 0.3981 - accuracy: 0.8368
Epoch 258/500
225/225 [==============================] - 0s 819us/step - loss: 0.3980 - accuracy: 0.8342
Epoch 259/500
225/225 [==============================] - 0s 825us/step - loss: 0.3981 - accuracy: 0.8365
Epoch 260/500
225/225 [==============================] - 0s 835us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 261/500
225/225 [==============================] - 0s 827us/step - loss: 0.3979 - accuracy: 0.8350
Epoch 262/500
225/225 [==============================] - 0s 824us/step - loss: 0.3980 - accuracy: 0.8347
Epoch 263/500
225/225 [==============================] - 0s 825us/step - loss: 0.3982 - accuracy: 0.8367
Epoch 264/500
225/225 [==============================] - 0s 831us/step - loss: 0.3980 - accuracy: 0.8361
Epoch 265/500
225/225 [==============================] - 0s 822us/step - loss: 0.3983 - accuracy: 0.8357
Epoch 266/500
225/225 [==============================] - 0s 813us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 267/500
225/225 [==============================] - 0s 826us/step - loss: 0.3982 - accuracy: 0.8351
Epoch 268/500
225/225 [==============================] - 0s 816us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 269/500
225/225 [==============================] - 0s 804us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 270/500
225/225 [==============================] - 0s 837us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 271/500
225/225 [==============================] - 0s 817us/step - loss: 0.3982 - accuracy: 0.8339
Epoch 272/500
225/225 [==============================] - 0s 822us/step - loss: 0.3977 - accuracy: 0.8344
Epoch 273/500
225/225 [==============================] - 0s 806us/step - loss: 0.3977 - accuracy: 0.8365
Epoch 274/500
225/225 [==============================] - 0s 819us/step - loss: 0.3983 - accuracy: 0.8357
Epoch 275/500
225/225 [==============================] - 0s 817us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 276/500
225/225 [==============================] - 0s 860us/step - loss: 0.3980 - accuracy: 0.8353
Epoch 277/500
225/225 [==============================] - 0s 807us/step - loss: 0.3980 - accuracy: 0.8360
Epoch 278/500
225/225 [==============================] - 0s 817us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 279/500
225/225 [==============================] - 0s 817us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 280/500
225/225 [==============================] - 0s 829us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 281/500
225/225 [==============================] - 0s 832us/step - loss: 0.3979 - accuracy: 0.8350
Epoch 282/500
225/225 [==============================] - 0s 838us/step - loss: 0.3984 - accuracy: 0.8353
Epoch 283/500
225/225 [==============================] - 0s 823us/step - loss: 0.3980 - accuracy: 0.8357
Epoch 284/500
225/225 [==============================] - 0s 811us/step - loss: 0.3981 - accuracy: 0.8361
Epoch 285/500
225/225 [==============================] - 0s 809us/step - loss: 0.3980 - accuracy: 0.8340
Epoch 286/500
225/225 [==============================] - 0s 871us/step - loss: 0.3979 - accuracy: 0.8363
Epoch 287/500
225/225 [==============================] - 0s 959us/step - loss: 0.3982 - accuracy: 0.8358
Epoch 288/500
225/225 [==============================] - 0s 819us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 289/500
225/225 [==============================] - 0s 792us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 290/500
225/225 [==============================] - 0s 955us/step - loss: 0.3979 - accuracy: 0.8364
Epoch 291/500
225/225 [==============================] - 0s 842us/step - loss: 0.3981 - accuracy: 0.8349
Epoch 292/500
225/225 [==============================] - 0s 811us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 293/500
225/225 [==============================] - 0s 834us/step - loss: 0.3978 - accuracy: 0.8349
Epoch 294/500
225/225 [==============================] - 0s 822us/step - loss: 0.3980 - accuracy: 0.8371
Epoch 295/500
225/225 [==============================] - 0s 808us/step - loss: 0.3981 - accuracy: 0.8354
Epoch 296/500
225/225 [==============================] - 0s 856us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 297/500
225/225 [==============================] - 0s 808us/step - loss: 0.3977 - accuracy: 0.8361
Epoch 298/500
225/225 [==============================] - 0s 800us/step - loss: 0.3978 - accuracy: 0.8347
Epoch 299/500
225/225 [==============================] - 0s 831us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 300/500
225/225 [==============================] - 0s 816us/step - loss: 0.3979 - accuracy: 0.8343
Epoch 301/500
225/225 [==============================] - 0s 822us/step - loss: 0.3978 - accuracy: 0.8369
Epoch 302/500
225/225 [==============================] - 0s 833us/step - loss: 0.3978 - accuracy: 0.8357
Epoch 303/500
225/225 [==============================] - 0s 830us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 304/500
225/225 [==============================] - 0s 841us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 305/500
225/225 [==============================] - 0s 815us/step - loss: 0.3974 - accuracy: 0.8354
Epoch 306/500
225/225 [==============================] - 0s 799us/step - loss: 0.3978 - accuracy: 0.8367
Epoch 307/500
225/225 [==============================] - 0s 850us/step - loss: 0.3975 - accuracy: 0.8354
Epoch 308/500
225/225 [==============================] - 0s 819us/step - loss: 0.3977 - accuracy: 0.8353
Epoch 309/500
225/225 [==============================] - 0s 824us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 310/500
225/225 [==============================] - 0s 802us/step - loss: 0.3975 - accuracy: 0.8356
Epoch 311/500
225/225 [==============================] - 0s 812us/step - loss: 0.3974 - accuracy: 0.8333
Epoch 312/500
225/225 [==============================] - 0s 819us/step - loss: 0.3973 - accuracy: 0.8349
Epoch 313/500
225/225 [==============================] - 0s 864us/step - loss: 0.3975 - accuracy: 0.8354
Epoch 314/500
225/225 [==============================] - 0s 807us/step - loss: 0.3975 - accuracy: 0.8343
Epoch 315/500
225/225 [==============================] - 0s 850us/step - loss: 0.3973 - accuracy: 0.8354
Epoch 316/500
225/225 [==============================] - 0s 824us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 317/500
225/225 [==============================] - 0s 812us/step - loss: 0.3972 - accuracy: 0.8356
Epoch 318/500
225/225 [==============================] - 0s 853us/step - loss: 0.3973 - accuracy: 0.8357
Epoch 319/500
225/225 [==============================] - 0s 811us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 320/500
225/225 [==============================] - 0s 820us/step - loss: 0.3971 - accuracy: 0.8369
Epoch 321/500
225/225 [==============================] - 0s 813us/step - loss: 0.3972 - accuracy: 0.8353
Epoch 322/500
225/225 [==============================] - 0s 799us/step - loss: 0.3975 - accuracy: 0.8353
Epoch 323/500
225/225 [==============================] - 0s 876us/step - loss: 0.3971 - accuracy: 0.8357
Epoch 324/500
225/225 [==============================] - 0s 815us/step - loss: 0.3969 - accuracy: 0.8356
Epoch 325/500
225/225 [==============================] - 0s 810us/step - loss: 0.3972 - accuracy: 0.8363
Epoch 326/500
225/225 [==============================] - 0s 810us/step - loss: 0.3971 - accuracy: 0.8346
Epoch 327/500
225/225 [==============================] - 0s 818us/step - loss: 0.3974 - accuracy: 0.8363
Epoch 328/500
225/225 [==============================] - 0s 821us/step - loss: 0.3972 - accuracy: 0.8375
Epoch 329/500
225/225 [==============================] - 0s 844us/step - loss: 0.3972 - accuracy: 0.8364
Epoch 330/500
225/225 [==============================] - 0s 825us/step - loss: 0.3972 - accuracy: 0.8342
Epoch 331/500
225/225 [==============================] - 0s 823us/step - loss: 0.3971 - accuracy: 0.8365
Epoch 332/500
225/225 [==============================] - 0s 811us/step - loss: 0.3969 - accuracy: 0.8358
Epoch 333/500
225/225 [==============================] - 0s 810us/step - loss: 0.3973 - accuracy: 0.8363
Epoch 334/500
225/225 [==============================] - 0s 822us/step - loss: 0.3973 - accuracy: 0.8363
Epoch 335/500
225/225 [==============================] - 0s 813us/step - loss: 0.3971 - accuracy: 0.8354
Epoch 336/500
225/225 [==============================] - 0s 812us/step - loss: 0.3970 - accuracy: 0.8367
Epoch 337/500
225/225 [==============================] - 0s 822us/step - loss: 0.3971 - accuracy: 0.8350
Epoch 338/500
225/225 [==============================] - 0s 793us/step - loss: 0.3967 - accuracy: 0.8357
Epoch 339/500
225/225 [==============================] - 0s 864us/step - loss: 0.3973 - accuracy: 0.8360
Epoch 340/500
225/225 [==============================] - 0s 817us/step - loss: 0.3970 - accuracy: 0.8357
Epoch 341/500
225/225 [==============================] - 0s 806us/step - loss: 0.3973 - accuracy: 0.8361
Epoch 342/500
225/225 [==============================] - 0s 808us/step - loss: 0.3970 - accuracy: 0.8367
Epoch 343/500
225/225 [==============================] - 0s 814us/step - loss: 0.3971 - accuracy: 0.8364
Epoch 344/500
225/225 [==============================] - 0s 815us/step - loss: 0.3971 - accuracy: 0.8360
Epoch 345/500
225/225 [==============================] - 0s 875us/step - loss: 0.3972 - accuracy: 0.8361
Epoch 346/500
225/225 [==============================] - 0s 801us/step - loss: 0.3969 - accuracy: 0.8383
Epoch 347/500
225/225 [==============================] - 0s 819us/step - loss: 0.3969 - accuracy: 0.8342
Epoch 348/500
225/225 [==============================] - 0s 809us/step - loss: 0.3972 - accuracy: 0.8360
Epoch 349/500
225/225 [==============================] - 0s 794us/step - loss: 0.3968 - accuracy: 0.8361
Epoch 350/500
225/225 [==============================] - 0s 872us/step - loss: 0.3970 - accuracy: 0.8360
Epoch 351/500
225/225 [==============================] - 0s 810us/step - loss: 0.3972 - accuracy: 0.8381
Epoch 352/500
225/225 [==============================] - 0s 815us/step - loss: 0.3969 - accuracy: 0.8350
Epoch 353/500
225/225 [==============================] - 0s 800us/step - loss: 0.3969 - accuracy: 0.8356
Epoch 354/500
225/225 [==============================] - 0s 827us/step - loss: 0.3973 - accuracy: 0.8354
Epoch 355/500
225/225 [==============================] - 0s 804us/step - loss: 0.3971 - accuracy: 0.8347
Epoch 356/500
225/225 [==============================] - 0s 822us/step - loss: 0.3967 - accuracy: 0.8351
Epoch 357/500
225/225 [==============================] - 0s 820us/step - loss: 0.3969 - accuracy: 0.8363
Epoch 358/500
225/225 [==============================] - 0s 811us/step - loss: 0.3971 - accuracy: 0.8358
Epoch 359/500
225/225 [==============================] - 0s 811us/step - loss: 0.3966 - accuracy: 0.8351
Epoch 360/500
225/225 [==============================] - 0s 816us/step - loss: 0.3972 - accuracy: 0.8354
Epoch 361/500
225/225 [==============================] - 0s 805us/step - loss: 0.3966 - accuracy: 0.8363
Epoch 362/500
225/225 [==============================] - 0s 826us/step - loss: 0.3970 - accuracy: 0.8360
Epoch 363/500
225/225 [==============================] - 0s 919us/step - loss: 0.3969 - accuracy: 0.8371
Epoch 364/500
225/225 [==============================] - 0s 826us/step - loss: 0.3970 - accuracy: 0.8371
Epoch 365/500
225/225 [==============================] - 0s 797us/step - loss: 0.3969 - accuracy: 0.8358
Epoch 366/500
225/225 [==============================] - 0s 855us/step - loss: 0.3971 - accuracy: 0.8354
Epoch 367/500
225/225 [==============================] - 0s 805us/step - loss: 0.3969 - accuracy: 0.8371
Epoch 368/500
225/225 [==============================] - 0s 807us/step - loss: 0.3967 - accuracy: 0.8349
Epoch 369/500
225/225 [==============================] - 0s 812us/step - loss: 0.3970 - accuracy: 0.8358
Epoch 370/500
225/225 [==============================] - 0s 837us/step - loss: 0.3971 - accuracy: 0.8360
Epoch 371/500
225/225 [==============================] - 0s 820us/step - loss: 0.3971 - accuracy: 0.8371
Epoch 372/500
225/225 [==============================] - 0s 835us/step - loss: 0.3970 - accuracy: 0.8361
Epoch 373/500
225/225 [==============================] - 0s 795us/step - loss: 0.3971 - accuracy: 0.8365
Epoch 374/500
225/225 [==============================] - 0s 826us/step - loss: 0.3969 - accuracy: 0.8357
Epoch 375/500
225/225 [==============================] - 0s 813us/step - loss: 0.3972 - accuracy: 0.8368
Epoch 376/500
225/225 [==============================] - 0s 809us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 377/500
225/225 [==============================] - 0s 845us/step - loss: 0.3974 - accuracy: 0.8361
Epoch 378/500
225/225 [==============================] - 0s 818us/step - loss: 0.3970 - accuracy: 0.8351
Epoch 379/500
225/225 [==============================] - 0s 812us/step - loss: 0.3970 - accuracy: 0.8367
Epoch 380/500
225/225 [==============================] - 0s 847us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 381/500
225/225 [==============================] - 0s 824us/step - loss: 0.3970 - accuracy: 0.8353
Epoch 382/500
225/225 [==============================] - 0s 821us/step - loss: 0.3971 - accuracy: 0.8360
Epoch 383/500
225/225 [==============================] - 0s 837us/step - loss: 0.3968 - accuracy: 0.8368
Epoch 384/500
225/225 [==============================] - 0s 816us/step - loss: 0.3972 - accuracy: 0.8353
Epoch 385/500
225/225 [==============================] - 0s 809us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 386/500
225/225 [==============================] - 0s 820us/step - loss: 0.3969 - accuracy: 0.8369
Epoch 387/500
225/225 [==============================] - 0s 815us/step - loss: 0.3973 - accuracy: 0.8344
Epoch 388/500
225/225 [==============================] - 0s 871us/step - loss: 0.3967 - accuracy: 0.8354
Epoch 389/500
225/225 [==============================] - 0s 799us/step - loss: 0.3970 - accuracy: 0.8363
Epoch 390/500
225/225 [==============================] - 0s 820us/step - loss: 0.3969 - accuracy: 0.8363
Epoch 391/500
225/225 [==============================] - 0s 809us/step - loss: 0.3971 - accuracy: 0.8357
Epoch 392/500
225/225 [==============================] - 0s 861us/step - loss: 0.3968 - accuracy: 0.8364
Epoch 393/500
225/225 [==============================] - 0s 812us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 394/500
225/225 [==============================] - 0s 815us/step - loss: 0.3967 - accuracy: 0.8361
Epoch 395/500
225/225 [==============================] - 0s 810us/step - loss: 0.3968 - accuracy: 0.8356
Epoch 396/500
225/225 [==============================] - 0s 809us/step - loss: 0.3968 - accuracy: 0.8363
Epoch 397/500
225/225 [==============================] - 0s 817us/step - loss: 0.3969 - accuracy: 0.8351
Epoch 398/500
225/225 [==============================] - 0s 839us/step - loss: 0.3970 - accuracy: 0.8353
Epoch 399/500
225/225 [==============================] - 0s 828us/step - loss: 0.3969 - accuracy: 0.8382
Epoch 400/500
225/225 [==============================] - 0s 804us/step - loss: 0.3969 - accuracy: 0.8351
Epoch 401/500
225/225 [==============================] - 0s 803us/step - loss: 0.3968 - accuracy: 0.8357
Epoch 402/500
225/225 [==============================] - 0s 810us/step - loss: 0.3970 - accuracy: 0.8378
Epoch 403/500
225/225 [==============================] - 0s 832us/step - loss: 0.3970 - accuracy: 0.8349
Epoch 404/500
225/225 [==============================] - 0s 819us/step - loss: 0.3966 - accuracy: 0.8375
Epoch 405/500
225/225 [==============================] - 0s 826us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 406/500
225/225 [==============================] - 0s 817us/step - loss: 0.3968 - accuracy: 0.8357
Epoch 407/500
225/225 [==============================] - 0s 812us/step - loss: 0.3970 - accuracy: 0.8371
Epoch 408/500
225/225 [==============================] - 0s 796us/step - loss: 0.3968 - accuracy: 0.8354
Epoch 409/500
225/225 [==============================] - 0s 844us/step - loss: 0.3968 - accuracy: 0.8354
Epoch 410/500
225/225 [==============================] - 0s 830us/step - loss: 0.3968 - accuracy: 0.8364
Epoch 411/500
225/225 [==============================] - 0s 811us/step - loss: 0.3967 - accuracy: 0.8378
Epoch 412/500
225/225 [==============================] - 0s 804us/step - loss: 0.3971 - accuracy: 0.8367
Epoch 413/500
225/225 [==============================] - 0s 810us/step - loss: 0.3967 - accuracy: 0.8363
Epoch 414/500
225/225 [==============================] - 0s 859us/step - loss: 0.3969 - accuracy: 0.8357
Epoch 415/500
225/225 [==============================] - 0s 825us/step - loss: 0.3971 - accuracy: 0.8371
Epoch 416/500
225/225 [==============================] - 0s 810us/step - loss: 0.3968 - accuracy: 0.8364
Epoch 417/500
225/225 [==============================] - 0s 808us/step - loss: 0.3968 - accuracy: 0.8358
Epoch 418/500
225/225 [==============================] - 0s 826us/step - loss: 0.3964 - accuracy: 0.8364
Epoch 419/500
225/225 [==============================] - 0s 848us/step - loss: 0.3968 - accuracy: 0.8354
Epoch 420/500
225/225 [==============================] - 0s 802us/step - loss: 0.3968 - accuracy: 0.8354
Epoch 421/500
225/225 [==============================] - 0s 813us/step - loss: 0.3968 - accuracy: 0.8363
Epoch 422/500
225/225 [==============================] - 0s 814us/step - loss: 0.3970 - accuracy: 0.8353
Epoch 423/500
225/225 [==============================] - 0s 999us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 424/500
225/225 [==============================] - 0s 866us/step - loss: 0.3971 - accuracy: 0.8354
Epoch 425/500
225/225 [==============================] - 0s 790us/step - loss: 0.3966 - accuracy: 0.8360
Epoch 426/500
225/225 [==============================] - 0s 817us/step - loss: 0.3969 - accuracy: 0.8372
Epoch 427/500
225/225 [==============================] - 0s 816us/step - loss: 0.3969 - accuracy: 0.8368
Epoch 428/500
225/225 [==============================] - 0s 815us/step - loss: 0.3967 - accuracy: 0.8374
Epoch 429/500
225/225 [==============================] - 0s 794us/step - loss: 0.3968 - accuracy: 0.8365
Epoch 430/500
225/225 [==============================] - 0s 852us/step - loss: 0.3968 - accuracy: 0.8354
Epoch 431/500
225/225 [==============================] - 0s 825us/step - loss: 0.3969 - accuracy: 0.8357
Epoch 432/500
225/225 [==============================] - 0s 818us/step - loss: 0.3970 - accuracy: 0.8365
Epoch 433/500
225/225 [==============================] - 0s 795us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 434/500
225/225 [==============================] - 0s 839us/step - loss: 0.3965 - accuracy: 0.8365
Epoch 435/500
225/225 [==============================] - 0s 858us/step - loss: 0.3969 - accuracy: 0.8358
Epoch 436/500
225/225 [==============================] - 0s 840us/step - loss: 0.3971 - accuracy: 0.8365
Epoch 437/500
225/225 [==============================] - 0s 812us/step - loss: 0.3967 - accuracy: 0.8347
Epoch 438/500
225/225 [==============================] - 0s 811us/step - loss: 0.3968 - accuracy: 0.8372
Epoch 439/500
225/225 [==============================] - 0s 924us/step - loss: 0.3969 - accuracy: 0.8372
Epoch 440/500
225/225 [==============================] - 0s 817us/step - loss: 0.3972 - accuracy: 0.8363
Epoch 441/500
225/225 [==============================] - 0s 798us/step - loss: 0.3967 - accuracy: 0.8343
Epoch 442/500
225/225 [==============================] - 0s 817us/step - loss: 0.3968 - accuracy: 0.8350
Epoch 443/500
225/225 [==============================] - 0s 815us/step - loss: 0.3967 - accuracy: 0.8375
Epoch 444/500
225/225 [==============================] - 0s 832us/step - loss: 0.3968 - accuracy: 0.8364
Epoch 445/500
225/225 [==============================] - 0s 798us/step - loss: 0.3968 - accuracy: 0.8350
Epoch 446/500
225/225 [==============================] - 0s 814us/step - loss: 0.3967 - accuracy: 0.8367
Epoch 447/500
225/225 [==============================] - 0s 842us/step - loss: 0.3968 - accuracy: 0.8372
Epoch 448/500
225/225 [==============================] - 0s 806us/step - loss: 0.3969 - accuracy: 0.8367
Epoch 449/500
225/225 [==============================] - 0s 797us/step - loss: 0.3964 - accuracy: 0.8346
Epoch 450/500
225/225 [==============================] - 0s 868us/step - loss: 0.3961 - accuracy: 0.8346
Epoch 451/500
225/225 [==============================] - 0s 813us/step - loss: 0.3968 - accuracy: 0.8351
Epoch 452/500
225/225 [==============================] - 0s 813us/step - loss: 0.3967 - accuracy: 0.8382
Epoch 453/500
225/225 [==============================] - 0s 799us/step - loss: 0.3969 - accuracy: 0.8363
Epoch 454/500
225/225 [==============================] - 0s 811us/step - loss: 0.3970 - accuracy: 0.8358
Epoch 455/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3969 - accuracy: 0.8364
Epoch 456/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3967 - accuracy: 0.8356: 0s - loss: 0.4117 - ac
Epoch 457/500
225/225 [==============================] - 0s 807us/step - loss: 0.3968 - accuracy: 0.8357
Epoch 458/500
225/225 [==============================] - 0s 930us/step - loss: 0.3970 - accuracy: 0.8369
Epoch 459/500
225/225 [==============================] - 0s 955us/step - loss: 0.3970 - accuracy: 0.8356
Epoch 460/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8374
Epoch 461/500
225/225 [==============================] - 0s 966us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 462/500
225/225 [==============================] - 0s 913us/step - loss: 0.3965 - accuracy: 0.8369
Epoch 463/500
225/225 [==============================] - 0s 955us/step - loss: 0.3965 - accuracy: 0.8367
Epoch 464/500
225/225 [==============================] - 0s 942us/step - loss: 0.3968 - accuracy: 0.8374
Epoch 465/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8360
Epoch 466/500
225/225 [==============================] - 0s 890us/step - loss: 0.3968 - accuracy: 0.8357
Epoch 467/500
225/225 [==============================] - 0s 939us/step - loss: 0.3966 - accuracy: 0.8354
Epoch 468/500
225/225 [==============================] - 0s 882us/step - loss: 0.3970 - accuracy: 0.8381
Epoch 469/500
225/225 [==============================] - 0s 834us/step - loss: 0.3968 - accuracy: 0.8350
Epoch 470/500
225/225 [==============================] - 0s 954us/step - loss: 0.3966 - accuracy: 0.8357
Epoch 471/500
225/225 [==============================] - 0s 851us/step - loss: 0.3965 - accuracy: 0.8394
Epoch 472/500
225/225 [==============================] - 0s 916us/step - loss: 0.3969 - accuracy: 0.8364
Epoch 473/500
225/225 [==============================] - 0s 936us/step - loss: 0.3967 - accuracy: 0.8363
Epoch 474/500
225/225 [==============================] - 0s 803us/step - loss: 0.3966 - accuracy: 0.8346
Epoch 475/500
225/225 [==============================] - 0s 830us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 476/500
225/225 [==============================] - 0s 806us/step - loss: 0.3966 - accuracy: 0.8360
Epoch 477/500
225/225 [==============================] - 0s 877us/step - loss: 0.3968 - accuracy: 0.8364
Epoch 478/500
225/225 [==============================] - 0s 803us/step - loss: 0.3967 - accuracy: 0.8367
Epoch 479/500
225/225 [==============================] - 0s 819us/step - loss: 0.3965 - accuracy: 0.8358
Epoch 480/500
225/225 [==============================] - 0s 859us/step - loss: 0.3965 - accuracy: 0.8368
Epoch 481/500
225/225 [==============================] - 0s 864us/step - loss: 0.3969 - accuracy: 0.8364
Epoch 482/500
225/225 [==============================] - 0s 805us/step - loss: 0.3965 - accuracy: 0.8358
Epoch 483/500
225/225 [==============================] - 0s 938us/step - loss: 0.3968 - accuracy: 0.8340
Epoch 484/500
225/225 [==============================] - 0s 941us/step - loss: 0.3963 - accuracy: 0.8340
Epoch 485/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3969 - accuracy: 0.8376
Epoch 486/500
225/225 [==============================] - 0s 882us/step - loss: 0.3965 - accuracy: 0.8357
Epoch 487/500
225/225 [==============================] - 0s 954us/step - loss: 0.3969 - accuracy: 0.8369
Epoch 488/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8371
Epoch 489/500
225/225 [==============================] - 0s 915us/step - loss: 0.3967 - accuracy: 0.8368
Epoch 490/500
225/225 [==============================] - 0s 885us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 491/500
225/225 [==============================] - 0s 878us/step - loss: 0.3970 - accuracy: 0.8351
Epoch 492/500
225/225 [==============================] - 0s 912us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 493/500
225/225 [==============================] - 0s 889us/step - loss: 0.3965 - accuracy: 0.8338
Epoch 494/500
225/225 [==============================] - 0s 863us/step - loss: 0.3964 - accuracy: 0.8356
Epoch 495/500
225/225 [==============================] - 0s 881us/step - loss: 0.3966 - accuracy: 0.8357
Epoch 496/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8358
Epoch 497/500
225/225 [==============================] - 0s 921us/step - loss: 0.3967 - accuracy: 0.8357
Epoch 498/500
225/225 [==============================] - 0s 913us/step - loss: 0.3967 - accuracy: 0.8367
Epoch 499/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3966 - accuracy: 0.8358
Epoch 500/500
225/225 [==============================] - 0s 945us/step - loss: 0.3967 - accuracy: 0.8351
Epoch 1/500
225/225 [==============================] - 0s 850us/step - loss: 0.6249 - accuracy: 0.7965
Epoch 2/500
225/225 [==============================] - 0s 857us/step - loss: 0.4721 - accuracy: 0.7985
Epoch 3/500
225/225 [==============================] - 0s 856us/step - loss: 0.4353 - accuracy: 0.7985
Epoch 4/500
225/225 [==============================] - 0s 937us/step - loss: 0.4273 - accuracy: 0.7985
Epoch 5/500
225/225 [==============================] - 0s 880us/step - loss: 0.4241 - accuracy: 0.7985
Epoch 6/500
225/225 [==============================] - 0s 930us/step - loss: 0.4211 - accuracy: 0.7985
Epoch 7/500
225/225 [==============================] - 0s 939us/step - loss: 0.4181 - accuracy: 0.7985
Epoch 8/500
225/225 [==============================] - 0s 869us/step - loss: 0.4148 - accuracy: 0.7985
Epoch 9/500
225/225 [==============================] - 0s 839us/step - loss: 0.4116 - accuracy: 0.7985
Epoch 10/500
225/225 [==============================] - 0s 820us/step - loss: 0.4076 - accuracy: 0.8183
Epoch 11/500
225/225 [==============================] - 0s 808us/step - loss: 0.4039 - accuracy: 0.8274
Epoch 12/500
225/225 [==============================] - 0s 799us/step - loss: 0.3996 - accuracy: 0.8286
Epoch 13/500
225/225 [==============================] - 0s 801us/step - loss: 0.3960 - accuracy: 0.8294
Epoch 14/500
225/225 [==============================] - 0s 809us/step - loss: 0.3922 - accuracy: 0.8293
Epoch 15/500
225/225 [==============================] - 0s 856us/step - loss: 0.3890 - accuracy: 0.8306
Epoch 16/500
225/225 [==============================] - 0s 801us/step - loss: 0.3861 - accuracy: 0.8343
Epoch 17/500
225/225 [==============================] - 0s 816us/step - loss: 0.3830 - accuracy: 0.8407
Epoch 18/500
225/225 [==============================] - 0s 811us/step - loss: 0.3808 - accuracy: 0.8431
Epoch 19/500
225/225 [==============================] - 0s 831us/step - loss: 0.3785 - accuracy: 0.8457
Epoch 20/500
225/225 [==============================] - 0s 820us/step - loss: 0.3757 - accuracy: 0.8442
Epoch 21/500
225/225 [==============================] - 0s 821us/step - loss: 0.3736 - accuracy: 0.8458
Epoch 22/500
225/225 [==============================] - 0s 809us/step - loss: 0.3718 - accuracy: 0.8490
Epoch 23/500
225/225 [==============================] - 0s 831us/step - loss: 0.3697 - accuracy: 0.8492
Epoch 24/500
225/225 [==============================] - 0s 805us/step - loss: 0.3680 - accuracy: 0.8506
Epoch 25/500
225/225 [==============================] - 0s 835us/step - loss: 0.3656 - accuracy: 0.8506
Epoch 26/500
225/225 [==============================] - 0s 832us/step - loss: 0.3637 - accuracy: 0.8487
Epoch 27/500
225/225 [==============================] - 0s 814us/step - loss: 0.3624 - accuracy: 0.8544
Epoch 28/500
225/225 [==============================] - 0s 806us/step - loss: 0.3610 - accuracy: 0.8526
Epoch 29/500
225/225 [==============================] - 0s 806us/step - loss: 0.3597 - accuracy: 0.8539
Epoch 30/500
225/225 [==============================] - 0s 816us/step - loss: 0.3585 - accuracy: 0.8535
Epoch 31/500
225/225 [==============================] - 0s 848us/step - loss: 0.3575 - accuracy: 0.8550
Epoch 32/500
225/225 [==============================] - 0s 793us/step - loss: 0.3560 - accuracy: 0.8560
Epoch 33/500
225/225 [==============================] - 0s 808us/step - loss: 0.3553 - accuracy: 0.8531
Epoch 34/500
225/225 [==============================] - 0s 814us/step - loss: 0.3544 - accuracy: 0.8535
Epoch 35/500
225/225 [==============================] - 0s 808us/step - loss: 0.3537 - accuracy: 0.8561
Epoch 36/500
225/225 [==============================] - 0s 809us/step - loss: 0.3532 - accuracy: 0.8575
Epoch 37/500
225/225 [==============================] - 0s 833us/step - loss: 0.3526 - accuracy: 0.8568
Epoch 38/500
225/225 [==============================] - 0s 847us/step - loss: 0.3511 - accuracy: 0.8558
Epoch 39/500
225/225 [==============================] - 0s 855us/step - loss: 0.3511 - accuracy: 0.8582
Epoch 40/500
225/225 [==============================] - 0s 832us/step - loss: 0.3505 - accuracy: 0.8572
Epoch 41/500
225/225 [==============================] - 0s 879us/step - loss: 0.3497 - accuracy: 0.8597
Epoch 42/500
225/225 [==============================] - 0s 870us/step - loss: 0.3499 - accuracy: 0.85640s - loss: 0.3515 - accuracy:
Epoch 43/500
225/225 [==============================] - 0s 811us/step - loss: 0.3497 - accuracy: 0.8571
Epoch 44/500
225/225 [==============================] - 0s 793us/step - loss: 0.3488 - accuracy: 0.8599
Epoch 45/500
225/225 [==============================] - 0s 810us/step - loss: 0.3491 - accuracy: 0.8579
Epoch 46/500
225/225 [==============================] - 0s 804us/step - loss: 0.3492 - accuracy: 0.8592
Epoch 47/500
225/225 [==============================] - 0s 865us/step - loss: 0.3484 - accuracy: 0.8597
Epoch 48/500
225/225 [==============================] - 0s 805us/step - loss: 0.3484 - accuracy: 0.8600
Epoch 49/500
225/225 [==============================] - 0s 809us/step - loss: 0.3477 - accuracy: 0.8604
Epoch 50/500
225/225 [==============================] - 0s 819us/step - loss: 0.3481 - accuracy: 0.8601
Epoch 51/500
225/225 [==============================] - 0s 812us/step - loss: 0.3472 - accuracy: 0.8597
Epoch 52/500
225/225 [==============================] - 0s 834us/step - loss: 0.3471 - accuracy: 0.8596
Epoch 53/500
225/225 [==============================] - 0s 816us/step - loss: 0.3469 - accuracy: 0.8600
Epoch 54/500
225/225 [==============================] - 0s 809us/step - loss: 0.3470 - accuracy: 0.8599
Epoch 55/500
225/225 [==============================] - 0s 820us/step - loss: 0.3467 - accuracy: 0.8611
Epoch 56/500
225/225 [==============================] - 0s 799us/step - loss: 0.3465 - accuracy: 0.8615
Epoch 57/500
225/225 [==============================] - 0s 809us/step - loss: 0.3466 - accuracy: 0.8624
Epoch 58/500
225/225 [==============================] - 0s 851us/step - loss: 0.3461 - accuracy: 0.8604
Epoch 59/500
225/225 [==============================] - 0s 826us/step - loss: 0.3465 - accuracy: 0.8589
Epoch 60/500
225/225 [==============================] - 0s 796us/step - loss: 0.3460 - accuracy: 0.8606
Epoch 61/500
225/225 [==============================] - 0s 817us/step - loss: 0.3456 - accuracy: 0.8621
Epoch 62/500
225/225 [==============================] - 0s 805us/step - loss: 0.3456 - accuracy: 0.8610
Epoch 63/500
225/225 [==============================] - 0s 826us/step - loss: 0.3455 - accuracy: 0.8618
Epoch 64/500
225/225 [==============================] - 0s 803us/step - loss: 0.3452 - accuracy: 0.8615
Epoch 65/500
225/225 [==============================] - 0s 810us/step - loss: 0.3459 - accuracy: 0.8607
Epoch 66/500
225/225 [==============================] - 0s 809us/step - loss: 0.3453 - accuracy: 0.8625
Epoch 67/500
225/225 [==============================] - 0s 801us/step - loss: 0.3453 - accuracy: 0.8624
Epoch 68/500
225/225 [==============================] - 0s 853us/step - loss: 0.3450 - accuracy: 0.8611
Epoch 69/500
225/225 [==============================] - 0s 820us/step - loss: 0.3456 - accuracy: 0.8593
Epoch 70/500
225/225 [==============================] - 0s 815us/step - loss: 0.3446 - accuracy: 0.8610
Epoch 71/500
225/225 [==============================] - 0s 795us/step - loss: 0.3449 - accuracy: 0.8611
Epoch 72/500
225/225 [==============================] - 0s 814us/step - loss: 0.3451 - accuracy: 0.8604
Epoch 73/500
225/225 [==============================] - 0s 852us/step - loss: 0.3441 - accuracy: 0.8624
Epoch 74/500
225/225 [==============================] - 0s 865us/step - loss: 0.3442 - accuracy: 0.8619
Epoch 75/500
225/225 [==============================] - 0s 796us/step - loss: 0.3439 - accuracy: 0.8631
Epoch 76/500
225/225 [==============================] - 0s 813us/step - loss: 0.3437 - accuracy: 0.8618
Epoch 77/500
225/225 [==============================] - 0s 857us/step - loss: 0.3433 - accuracy: 0.8615
Epoch 78/500
225/225 [==============================] - 0s 809us/step - loss: 0.3436 - accuracy: 0.8592
Epoch 79/500
225/225 [==============================] - 0s 795us/step - loss: 0.3432 - accuracy: 0.8628
Epoch 80/500
225/225 [==============================] - 0s 815us/step - loss: 0.3435 - accuracy: 0.8597
Epoch 81/500
225/225 [==============================] - 0s 808us/step - loss: 0.3431 - accuracy: 0.8625
Epoch 82/500
225/225 [==============================] - 0s 807us/step - loss: 0.3428 - accuracy: 0.8603
Epoch 83/500
225/225 [==============================] - 0s 808us/step - loss: 0.3432 - accuracy: 0.8607
Epoch 84/500
225/225 [==============================] - 0s 811us/step - loss: 0.3424 - accuracy: 0.8608
Epoch 85/500
225/225 [==============================] - 0s 856us/step - loss: 0.3424 - accuracy: 0.8618
Epoch 86/500
225/225 [==============================] - 0s 938us/step - loss: 0.3432 - accuracy: 0.8606
Epoch 87/500
225/225 [==============================] - 0s 814us/step - loss: 0.3428 - accuracy: 0.8621
Epoch 88/500
225/225 [==============================] - 0s 799us/step - loss: 0.3426 - accuracy: 0.8611
Epoch 89/500
225/225 [==============================] - 0s 852us/step - loss: 0.3427 - accuracy: 0.8617
Epoch 90/500
225/225 [==============================] - 0s 816us/step - loss: 0.3425 - accuracy: 0.8610
Epoch 91/500
225/225 [==============================] - 0s 791us/step - loss: 0.3417 - accuracy: 0.8614
Epoch 92/500
225/225 [==============================] - 0s 807us/step - loss: 0.3426 - accuracy: 0.8601
Epoch 93/500
225/225 [==============================] - 0s 827us/step - loss: 0.3425 - accuracy: 0.8619
Epoch 94/500
225/225 [==============================] - 0s 921us/step - loss: 0.3422 - accuracy: 0.8628
Epoch 95/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3419 - accuracy: 0.8607
Epoch 96/500
225/225 [==============================] - 0s 885us/step - loss: 0.3417 - accuracy: 0.8617
Epoch 97/500
225/225 [==============================] - 0s 861us/step - loss: 0.3421 - accuracy: 0.8617
Epoch 98/500
225/225 [==============================] - 0s 819us/step - loss: 0.3420 - accuracy: 0.8631
Epoch 99/500
225/225 [==============================] - 0s 813us/step - loss: 0.3419 - accuracy: 0.8628
Epoch 100/500
225/225 [==============================] - 0s 850us/step - loss: 0.3414 - accuracy: 0.8615
Epoch 101/500
225/225 [==============================] - 0s 869us/step - loss: 0.3417 - accuracy: 0.8629
Epoch 102/500
225/225 [==============================] - 0s 857us/step - loss: 0.3419 - accuracy: 0.8621
Epoch 103/500
225/225 [==============================] - 0s 869us/step - loss: 0.3417 - accuracy: 0.8636
Epoch 104/500
225/225 [==============================] - 0s 887us/step - loss: 0.3415 - accuracy: 0.8617
Epoch 105/500
225/225 [==============================] - 0s 944us/step - loss: 0.3416 - accuracy: 0.8628
Epoch 106/500
225/225 [==============================] - 0s 817us/step - loss: 0.3416 - accuracy: 0.8617
Epoch 107/500
225/225 [==============================] - 0s 846us/step - loss: 0.3413 - accuracy: 0.8608
Epoch 108/500
225/225 [==============================] - 0s 847us/step - loss: 0.3418 - accuracy: 0.8624
Epoch 109/500
225/225 [==============================] - 0s 908us/step - loss: 0.3419 - accuracy: 0.8608
Epoch 110/500
225/225 [==============================] - 0s 833us/step - loss: 0.3414 - accuracy: 0.8618
Epoch 111/500
225/225 [==============================] - 0s 835us/step - loss: 0.3418 - accuracy: 0.8596
Epoch 112/500
225/225 [==============================] - 0s 817us/step - loss: 0.3414 - accuracy: 0.8611
Epoch 113/500
225/225 [==============================] - 0s 818us/step - loss: 0.3417 - accuracy: 0.8610
Epoch 114/500
225/225 [==============================] - 0s 814us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 115/500
225/225 [==============================] - 0s 848us/step - loss: 0.3415 - accuracy: 0.8622
Epoch 116/500
225/225 [==============================] - 0s 818us/step - loss: 0.3416 - accuracy: 0.8635
Epoch 117/500
225/225 [==============================] - 0s 805us/step - loss: 0.3418 - accuracy: 0.8610
Epoch 118/500
225/225 [==============================] - 0s 795us/step - loss: 0.3414 - accuracy: 0.8615
Epoch 119/500
225/225 [==============================] - 0s 820us/step - loss: 0.3413 - accuracy: 0.8599
Epoch 120/500
225/225 [==============================] - 0s 859us/step - loss: 0.3411 - accuracy: 0.8626
Epoch 121/500
225/225 [==============================] - 0s 808us/step - loss: 0.3415 - accuracy: 0.8619
Epoch 122/500
225/225 [==============================] - 0s 825us/step - loss: 0.3405 - accuracy: 0.8643
Epoch 123/500
225/225 [==============================] - 0s 837us/step - loss: 0.3415 - accuracy: 0.8635
Epoch 124/500
225/225 [==============================] - 0s 819us/step - loss: 0.3409 - accuracy: 0.8626
Epoch 125/500
225/225 [==============================] - 0s 807us/step - loss: 0.3403 - accuracy: 0.8615
Epoch 126/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3414 - accuracy: 0.8626
Epoch 127/500
225/225 [==============================] - 0s 794us/step - loss: 0.3413 - accuracy: 0.8617
Epoch 128/500
225/225 [==============================] - 0s 803us/step - loss: 0.3405 - accuracy: 0.8614
Epoch 129/500
225/225 [==============================] - 0s 805us/step - loss: 0.3412 - accuracy: 0.8618
Epoch 130/500
225/225 [==============================] - 0s 811us/step - loss: 0.3413 - accuracy: 0.8614
Epoch 131/500
225/225 [==============================] - 0s 811us/step - loss: 0.3410 - accuracy: 0.8622
Epoch 132/500
225/225 [==============================] - 0s 813us/step - loss: 0.3408 - accuracy: 0.8615
Epoch 133/500
225/225 [==============================] - 0s 812us/step - loss: 0.3407 - accuracy: 0.8624
Epoch 134/500
225/225 [==============================] - 0s 808us/step - loss: 0.3408 - accuracy: 0.8619
Epoch 135/500
225/225 [==============================] - 0s 802us/step - loss: 0.3410 - accuracy: 0.8618
Epoch 136/500
225/225 [==============================] - 0s 849us/step - loss: 0.3414 - accuracy: 0.8622
Epoch 137/500
225/225 [==============================] - 0s 813us/step - loss: 0.3410 - accuracy: 0.8611
Epoch 138/500
225/225 [==============================] - 0s 844us/step - loss: 0.3409 - accuracy: 0.8597
Epoch 139/500
225/225 [==============================] - 0s 796us/step - loss: 0.3409 - accuracy: 0.8614
Epoch 140/500
225/225 [==============================] - 0s 826us/step - loss: 0.3408 - accuracy: 0.8614
Epoch 141/500
225/225 [==============================] - 0s 813us/step - loss: 0.3408 - accuracy: 0.8614
Epoch 142/500
225/225 [==============================] - 0s 799us/step - loss: 0.3398 - accuracy: 0.8608
Epoch 143/500
225/225 [==============================] - 0s 803us/step - loss: 0.3413 - accuracy: 0.8608
Epoch 144/500
225/225 [==============================] - 0s 815us/step - loss: 0.3408 - accuracy: 0.8635
Epoch 145/500
225/225 [==============================] - 0s 828us/step - loss: 0.3408 - accuracy: 0.8631
Epoch 146/500
225/225 [==============================] - 0s 947us/step - loss: 0.3399 - accuracy: 0.8632
Epoch 147/500
225/225 [==============================] - 0s 813us/step - loss: 0.3409 - accuracy: 0.8635
Epoch 148/500
225/225 [==============================] - 0s 809us/step - loss: 0.3408 - accuracy: 0.8628
Epoch 149/500
225/225 [==============================] - 0s 815us/step - loss: 0.3411 - accuracy: 0.8622
Epoch 150/500
225/225 [==============================] - 0s 798us/step - loss: 0.3405 - accuracy: 0.8635
Epoch 151/500
225/225 [==============================] - 0s 801us/step - loss: 0.3406 - accuracy: 0.8628
Epoch 152/500
225/225 [==============================] - 0s 815us/step - loss: 0.3410 - accuracy: 0.8633
Epoch 153/500
225/225 [==============================] - 0s 828us/step - loss: 0.3404 - accuracy: 0.8631
Epoch 154/500
225/225 [==============================] - 0s 801us/step - loss: 0.3406 - accuracy: 0.8612
Epoch 155/500
225/225 [==============================] - 0s 805us/step - loss: 0.3403 - accuracy: 0.8628
Epoch 156/500
225/225 [==============================] - 0s 809us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 157/500
225/225 [==============================] - 0s 831us/step - loss: 0.3401 - accuracy: 0.8624
Epoch 158/500
225/225 [==============================] - 0s 816us/step - loss: 0.3404 - accuracy: 0.8632
Epoch 159/500
225/225 [==============================] - 0s 818us/step - loss: 0.3408 - accuracy: 0.8610
Epoch 160/500
225/225 [==============================] - 0s 814us/step - loss: 0.3406 - accuracy: 0.8619
Epoch 161/500
225/225 [==============================] - 0s 846us/step - loss: 0.3408 - accuracy: 0.8644
Epoch 162/500
225/225 [==============================] - 0s 798us/step - loss: 0.3402 - accuracy: 0.8619
Epoch 163/500
225/225 [==============================] - 0s 816us/step - loss: 0.3406 - accuracy: 0.8626
Epoch 164/500
225/225 [==============================] - 0s 832us/step - loss: 0.3406 - accuracy: 0.8596
Epoch 165/500
225/225 [==============================] - 0s 816us/step - loss: 0.3399 - accuracy: 0.8614
Epoch 166/500
225/225 [==============================] - 0s 793us/step - loss: 0.3404 - accuracy: 0.8599
Epoch 167/500
225/225 [==============================] - 0s 824us/step - loss: 0.3397 - accuracy: 0.8644
Epoch 168/500
225/225 [==============================] - 0s 824us/step - loss: 0.3406 - accuracy: 0.8615
Epoch 169/500
225/225 [==============================] - 0s 835us/step - loss: 0.3397 - accuracy: 0.8642
Epoch 170/500
225/225 [==============================] - 0s 797us/step - loss: 0.3403 - accuracy: 0.8632
Epoch 171/500
225/225 [==============================] - 0s 810us/step - loss: 0.3405 - accuracy: 0.8637
Epoch 172/500
225/225 [==============================] - 0s 817us/step - loss: 0.3404 - accuracy: 0.8600
Epoch 173/500
225/225 [==============================] - 0s 838us/step - loss: 0.3403 - accuracy: 0.8633
Epoch 174/500
225/225 [==============================] - 0s 796us/step - loss: 0.3405 - accuracy: 0.8614
Epoch 175/500
225/225 [==============================] - 0s 811us/step - loss: 0.3405 - accuracy: 0.8631
Epoch 176/500
225/225 [==============================] - 0s 819us/step - loss: 0.3400 - accuracy: 0.8628
Epoch 177/500
225/225 [==============================] - 0s 809us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 178/500
225/225 [==============================] - 0s 800us/step - loss: 0.3395 - accuracy: 0.8621
Epoch 179/500
225/225 [==============================] - 0s 843us/step - loss: 0.3402 - accuracy: 0.8632
Epoch 180/500
225/225 [==============================] - 0s 805us/step - loss: 0.3401 - accuracy: 0.8624
Epoch 181/500
225/225 [==============================] - 0s 807us/step - loss: 0.3403 - accuracy: 0.8654
Epoch 182/500
225/225 [==============================] - 0s 791us/step - loss: 0.3403 - accuracy: 0.8626
Epoch 183/500
225/225 [==============================] - 0s 819us/step - loss: 0.3399 - accuracy: 0.8612
Epoch 184/500
225/225 [==============================] - 0s 854us/step - loss: 0.3401 - accuracy: 0.8640
Epoch 185/500
225/225 [==============================] - 0s 795us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 186/500
225/225 [==============================] - 0s 828us/step - loss: 0.3403 - accuracy: 0.8635
Epoch 187/500
225/225 [==============================] - 0s 817us/step - loss: 0.3400 - accuracy: 0.8639
Epoch 188/500
225/225 [==============================] - 0s 820us/step - loss: 0.3402 - accuracy: 0.8632
Epoch 189/500
225/225 [==============================] - 0s 833us/step - loss: 0.3400 - accuracy: 0.8642
Epoch 190/500
225/225 [==============================] - 0s 850us/step - loss: 0.3402 - accuracy: 0.8635
Epoch 191/500
225/225 [==============================] - 0s 812us/step - loss: 0.3400 - accuracy: 0.8629
Epoch 192/500
225/225 [==============================] - 0s 811us/step - loss: 0.3400 - accuracy: 0.8614
Epoch 193/500
225/225 [==============================] - 0s 792us/step - loss: 0.3398 - accuracy: 0.8624
Epoch 194/500
225/225 [==============================] - 0s 811us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 195/500
225/225 [==============================] - 0s 832us/step - loss: 0.3396 - accuracy: 0.8614
Epoch 196/500
225/225 [==============================] - 0s 845us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 197/500
225/225 [==============================] - 0s 806us/step - loss: 0.3402 - accuracy: 0.8637
Epoch 198/500
225/225 [==============================] - 0s 810us/step - loss: 0.3399 - accuracy: 0.8643
Epoch 199/500
225/225 [==============================] - 0s 810us/step - loss: 0.3398 - accuracy: 0.8637
Epoch 200/500
225/225 [==============================] - 0s 811us/step - loss: 0.3403 - accuracy: 0.8625
Epoch 201/500
225/225 [==============================] - 0s 811us/step - loss: 0.3397 - accuracy: 0.8614
Epoch 202/500
225/225 [==============================] - 0s 813us/step - loss: 0.3394 - accuracy: 0.8631
Epoch 203/500
225/225 [==============================] - 0s 810us/step - loss: 0.3400 - accuracy: 0.8619
Epoch 204/500
225/225 [==============================] - 0s 812us/step - loss: 0.3399 - accuracy: 0.8639
Epoch 205/500
225/225 [==============================] - 0s 797us/step - loss: 0.3399 - accuracy: 0.8640
Epoch 206/500
225/225 [==============================] - 0s 854us/step - loss: 0.3398 - accuracy: 0.8624
Epoch 207/500
225/225 [==============================] - 0s 812us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 208/500
225/225 [==============================] - 0s 820us/step - loss: 0.3403 - accuracy: 0.8631
Epoch 209/500
225/225 [==============================] - 0s 796us/step - loss: 0.3398 - accuracy: 0.8637
Epoch 210/500
225/225 [==============================] - 0s 810us/step - loss: 0.3399 - accuracy: 0.8643
Epoch 211/500
225/225 [==============================] - 0s 862us/step - loss: 0.3396 - accuracy: 0.8615
Epoch 212/500
225/225 [==============================] - 0s 814us/step - loss: 0.3394 - accuracy: 0.8657
Epoch 213/500
225/225 [==============================] - 0s 800us/step - loss: 0.3402 - accuracy: 0.8622
Epoch 214/500
225/225 [==============================] - 0s 811us/step - loss: 0.3396 - accuracy: 0.8637
Epoch 215/500
225/225 [==============================] - 0s 816us/step - loss: 0.3397 - accuracy: 0.8629
Epoch 216/500
225/225 [==============================] - 0s 810us/step - loss: 0.3395 - accuracy: 0.8626
Epoch 217/500
225/225 [==============================] - 0s 848us/step - loss: 0.3391 - accuracy: 0.8619
Epoch 218/500
225/225 [==============================] - 0s 829us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 219/500
225/225 [==============================] - 0s 813us/step - loss: 0.3391 - accuracy: 0.8635
Epoch 220/500
225/225 [==============================] - 0s 806us/step - loss: 0.3397 - accuracy: 0.8629
Epoch 221/500
225/225 [==============================] - 0s 798us/step - loss: 0.3394 - accuracy: 0.8608
Epoch 222/500
225/225 [==============================] - 0s 856us/step - loss: 0.3397 - accuracy: 0.8624
Epoch 223/500
225/225 [==============================] - 0s 808us/step - loss: 0.3391 - accuracy: 0.8642
Epoch 224/500
225/225 [==============================] - 0s 808us/step - loss: 0.3395 - accuracy: 0.8622
Epoch 225/500
225/225 [==============================] - 0s 796us/step - loss: 0.3394 - accuracy: 0.8624
Epoch 226/500
225/225 [==============================] - 0s 813us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 227/500
225/225 [==============================] - 0s 823us/step - loss: 0.3397 - accuracy: 0.8635
Epoch 228/500
225/225 [==============================] - 0s 849us/step - loss: 0.3394 - accuracy: 0.8633
Epoch 229/500
225/225 [==============================] - 0s 795us/step - loss: 0.3396 - accuracy: 0.8622
Epoch 230/500
225/225 [==============================] - 0s 799us/step - loss: 0.3390 - accuracy: 0.8629
Epoch 231/500
225/225 [==============================] - 0s 915us/step - loss: 0.3392 - accuracy: 0.8640
Epoch 232/500
225/225 [==============================] - 0s 796us/step - loss: 0.3392 - accuracy: 0.8646
Epoch 233/500
225/225 [==============================] - 0s 830us/step - loss: 0.3390 - accuracy: 0.8642
Epoch 234/500
225/225 [==============================] - 0s 804us/step - loss: 0.3395 - accuracy: 0.8629
Epoch 235/500
225/225 [==============================] - 0s 819us/step - loss: 0.3390 - accuracy: 0.8633
Epoch 236/500
225/225 [==============================] - 0s 808us/step - loss: 0.3396 - accuracy: 0.8617
Epoch 237/500
225/225 [==============================] - 0s 812us/step - loss: 0.3393 - accuracy: 0.8649
Epoch 238/500
225/225 [==============================] - 0s 859us/step - loss: 0.3392 - accuracy: 0.8632
Epoch 239/500
225/225 [==============================] - 0s 811us/step - loss: 0.3389 - accuracy: 0.8628
Epoch 240/500
225/225 [==============================] - 0s 802us/step - loss: 0.3387 - accuracy: 0.8639
Epoch 241/500
225/225 [==============================] - 0s 816us/step - loss: 0.3392 - accuracy: 0.8617
Epoch 242/500
225/225 [==============================] - 0s 824us/step - loss: 0.3391 - accuracy: 0.8631
Epoch 243/500
225/225 [==============================] - 0s 853us/step - loss: 0.3391 - accuracy: 0.8624
Epoch 244/500
225/225 [==============================] - 0s 805us/step - loss: 0.3385 - accuracy: 0.8628
Epoch 245/500
225/225 [==============================] - 0s 809us/step - loss: 0.3389 - accuracy: 0.8644
Epoch 246/500
225/225 [==============================] - 0s 817us/step - loss: 0.3391 - accuracy: 0.8650
Epoch 247/500
225/225 [==============================] - 0s 808us/step - loss: 0.3391 - accuracy: 0.8628
Epoch 248/500
225/225 [==============================] - 0s 793us/step - loss: 0.3390 - accuracy: 0.8640
Epoch 249/500
225/225 [==============================] - 0s 857us/step - loss: 0.3384 - accuracy: 0.8628
Epoch 250/500
225/225 [==============================] - 0s 833us/step - loss: 0.3393 - accuracy: 0.8626
Epoch 251/500
225/225 [==============================] - 0s 814us/step - loss: 0.3390 - accuracy: 0.8629
Epoch 252/500
225/225 [==============================] - 0s 803us/step - loss: 0.3386 - accuracy: 0.8618
Epoch 253/500
225/225 [==============================] - 0s 834us/step - loss: 0.3393 - accuracy: 0.8635
Epoch 254/500
225/225 [==============================] - 0s 833us/step - loss: 0.3391 - accuracy: 0.8632
Epoch 255/500
225/225 [==============================] - 0s 807us/step - loss: 0.3389 - accuracy: 0.8628
Epoch 256/500
225/225 [==============================] - 0s 796us/step - loss: 0.3386 - accuracy: 0.8636
Epoch 257/500
225/225 [==============================] - 0s 817us/step - loss: 0.3390 - accuracy: 0.8636
Epoch 258/500
225/225 [==============================] - 0s 815us/step - loss: 0.3394 - accuracy: 0.8628
Epoch 259/500
225/225 [==============================] - 0s 800us/step - loss: 0.3385 - accuracy: 0.8624
Epoch 260/500
225/225 [==============================] - 0s 845us/step - loss: 0.3389 - accuracy: 0.8637
Epoch 261/500
225/225 [==============================] - 0s 811us/step - loss: 0.3387 - accuracy: 0.8622
Epoch 262/500
225/225 [==============================] - 0s 819us/step - loss: 0.3381 - accuracy: 0.8631
Epoch 263/500
225/225 [==============================] - 0s 806us/step - loss: 0.3387 - accuracy: 0.8625
Epoch 264/500
225/225 [==============================] - 0s 820us/step - loss: 0.3388 - accuracy: 0.8649
Epoch 265/500
225/225 [==============================] - 0s 861us/step - loss: 0.3381 - accuracy: 0.8624
Epoch 266/500
225/225 [==============================] - 0s 813us/step - loss: 0.3384 - accuracy: 0.8631
Epoch 267/500
225/225 [==============================] - 0s 800us/step - loss: 0.3386 - accuracy: 0.8618
Epoch 268/500
225/225 [==============================] - 0s 820us/step - loss: 0.3386 - accuracy: 0.8628
Epoch 269/500
225/225 [==============================] - 0s 816us/step - loss: 0.3375 - accuracy: 0.8626
Epoch 270/500
225/225 [==============================] - 0s 865us/step - loss: 0.3387 - accuracy: 0.8629
Epoch 271/500
225/225 [==============================] - 0s 806us/step - loss: 0.3386 - accuracy: 0.8637
Epoch 272/500
225/225 [==============================] - 0s 854us/step - loss: 0.3383 - accuracy: 0.8633
Epoch 273/500
225/225 [==============================] - 0s 823us/step - loss: 0.3385 - accuracy: 0.8653
Epoch 274/500
225/225 [==============================] - 0s 813us/step - loss: 0.3385 - accuracy: 0.8614
Epoch 275/500
225/225 [==============================] - 0s 799us/step - loss: 0.3384 - accuracy: 0.8619
Epoch 276/500
225/225 [==============================] - 0s 874us/step - loss: 0.3386 - accuracy: 0.8632
Epoch 277/500
225/225 [==============================] - 0s 815us/step - loss: 0.3379 - accuracy: 0.8631
Epoch 278/500
225/225 [==============================] - 0s 814us/step - loss: 0.3385 - accuracy: 0.8639
Epoch 279/500
225/225 [==============================] - 0s 805us/step - loss: 0.3374 - accuracy: 0.8617
Epoch 280/500
225/225 [==============================] - 0s 952us/step - loss: 0.3381 - accuracy: 0.8618
Epoch 281/500
225/225 [==============================] - 0s 836us/step - loss: 0.3386 - accuracy: 0.8626
Epoch 282/500
225/225 [==============================] - 0s 824us/step - loss: 0.3382 - accuracy: 0.8633
Epoch 283/500
225/225 [==============================] - 0s 848us/step - loss: 0.3378 - accuracy: 0.8639
Epoch 284/500
225/225 [==============================] - 0s 810us/step - loss: 0.3382 - accuracy: 0.8622
Epoch 285/500
225/225 [==============================] - 0s 816us/step - loss: 0.3383 - accuracy: 0.8632
Epoch 286/500
225/225 [==============================] - 0s 849us/step - loss: 0.3380 - accuracy: 0.8628
Epoch 287/500
225/225 [==============================] - 0s 823us/step - loss: 0.3377 - accuracy: 0.8632
Epoch 288/500
225/225 [==============================] - 0s 801us/step - loss: 0.3379 - accuracy: 0.8646
Epoch 289/500
225/225 [==============================] - 0s 827us/step - loss: 0.3383 - accuracy: 0.8614
Epoch 290/500
225/225 [==============================] - 0s 822us/step - loss: 0.3372 - accuracy: 0.8657
Epoch 291/500
225/225 [==============================] - 0s 850us/step - loss: 0.3378 - accuracy: 0.8625
Epoch 292/500
225/225 [==============================] - 0s 804us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 293/500
225/225 [==============================] - 0s 827us/step - loss: 0.3378 - accuracy: 0.8624
Epoch 294/500
225/225 [==============================] - 0s 811us/step - loss: 0.3382 - accuracy: 0.8632
Epoch 295/500
225/225 [==============================] - 0s 830us/step - loss: 0.3376 - accuracy: 0.8654
Epoch 296/500
225/225 [==============================] - 0s 799us/step - loss: 0.3380 - accuracy: 0.8617
Epoch 297/500
225/225 [==============================] - 0s 938us/step - loss: 0.3384 - accuracy: 0.8621
Epoch 298/500
225/225 [==============================] - 0s 816us/step - loss: 0.3379 - accuracy: 0.8647
Epoch 299/500
225/225 [==============================] - 0s 818us/step - loss: 0.3381 - accuracy: 0.8639
Epoch 300/500
225/225 [==============================] - 0s 814us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 301/500
225/225 [==============================] - 0s 813us/step - loss: 0.3378 - accuracy: 0.8635
Epoch 302/500
225/225 [==============================] - 0s 834us/step - loss: 0.3374 - accuracy: 0.8628
Epoch 303/500
225/225 [==============================] - 0s 858us/step - loss: 0.3380 - accuracy: 0.8637
Epoch 304/500
225/225 [==============================] - 0s 811us/step - loss: 0.3379 - accuracy: 0.8633
Epoch 305/500
225/225 [==============================] - 0s 815us/step - loss: 0.3374 - accuracy: 0.8643
Epoch 306/500
225/225 [==============================] - 0s 865us/step - loss: 0.3378 - accuracy: 0.8626
Epoch 307/500
225/225 [==============================] - 0s 810us/step - loss: 0.3377 - accuracy: 0.8612
Epoch 308/500
225/225 [==============================] - 0s 798us/step - loss: 0.3382 - accuracy: 0.8615
Epoch 309/500
225/225 [==============================] - 0s 815us/step - loss: 0.3375 - accuracy: 0.8628
Epoch 310/500
225/225 [==============================] - 0s 817us/step - loss: 0.3378 - accuracy: 0.8621
Epoch 311/500
225/225 [==============================] - 0s 824us/step - loss: 0.3376 - accuracy: 0.8622
Epoch 312/500
225/225 [==============================] - 0s 799us/step - loss: 0.3378 - accuracy: 0.8637
Epoch 313/500
225/225 [==============================] - 0s 813us/step - loss: 0.3377 - accuracy: 0.8624
Epoch 314/500
225/225 [==============================] - 0s 873us/step - loss: 0.3381 - accuracy: 0.8622
Epoch 315/500
225/225 [==============================] - 0s 819us/step - loss: 0.3374 - accuracy: 0.8635
Epoch 316/500
225/225 [==============================] - 0s 806us/step - loss: 0.3376 - accuracy: 0.8629
Epoch 317/500
225/225 [==============================] - 0s 820us/step - loss: 0.3375 - accuracy: 0.8632
Epoch 318/500
225/225 [==============================] - 0s 866us/step - loss: 0.3377 - accuracy: 0.8628
Epoch 319/500
225/225 [==============================] - 0s 826us/step - loss: 0.3377 - accuracy: 0.8615
Epoch 320/500
225/225 [==============================] - 0s 801us/step - loss: 0.3378 - accuracy: 0.8619
Epoch 321/500
225/225 [==============================] - 0s 816us/step - loss: 0.3379 - accuracy: 0.8622
Epoch 322/500
225/225 [==============================] - 0s 829us/step - loss: 0.3378 - accuracy: 0.8618
Epoch 323/500
225/225 [==============================] - 0s 811us/step - loss: 0.3377 - accuracy: 0.8621
Epoch 324/500
225/225 [==============================] - 0s 805us/step - loss: 0.3375 - accuracy: 0.8644
Epoch 325/500
225/225 [==============================] - 0s 833us/step - loss: 0.3378 - accuracy: 0.8636
Epoch 326/500
225/225 [==============================] - 0s 814us/step - loss: 0.3376 - accuracy: 0.8631
Epoch 327/500
225/225 [==============================] - 0s 820us/step - loss: 0.3371 - accuracy: 0.8632
Epoch 328/500
225/225 [==============================] - 0s 800us/step - loss: 0.3369 - accuracy: 0.8629
Epoch 329/500
225/225 [==============================] - 0s 830us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 330/500
225/225 [==============================] - 0s 852us/step - loss: 0.3374 - accuracy: 0.8624
Epoch 331/500
225/225 [==============================] - 0s 813us/step - loss: 0.3371 - accuracy: 0.8637
Epoch 332/500
225/225 [==============================] - 0s 838us/step - loss: 0.3373 - accuracy: 0.8625
Epoch 333/500
225/225 [==============================] - 0s 819us/step - loss: 0.3369 - accuracy: 0.8646
Epoch 334/500
225/225 [==============================] - 0s 823us/step - loss: 0.3372 - accuracy: 0.8619
Epoch 335/500
225/225 [==============================] - 0s 819us/step - loss: 0.3373 - accuracy: 0.8626
Epoch 336/500
225/225 [==============================] - 0s 800us/step - loss: 0.3372 - accuracy: 0.8621
Epoch 337/500
225/225 [==============================] - 0s 816us/step - loss: 0.3374 - accuracy: 0.8618
Epoch 338/500
225/225 [==============================] - 0s 821us/step - loss: 0.3367 - accuracy: 0.8633
Epoch 339/500
225/225 [==============================] - 0s 825us/step - loss: 0.3372 - accuracy: 0.8606
Epoch 340/500
225/225 [==============================] - 0s 823us/step - loss: 0.3368 - accuracy: 0.8628
Epoch 341/500
225/225 [==============================] - 0s 816us/step - loss: 0.3370 - accuracy: 0.8625
Epoch 342/500
225/225 [==============================] - 0s 816us/step - loss: 0.3370 - accuracy: 0.8629
Epoch 343/500
225/225 [==============================] - 0s 823us/step - loss: 0.3369 - accuracy: 0.8621
Epoch 344/500
225/225 [==============================] - 0s 818us/step - loss: 0.3372 - accuracy: 0.8629
Epoch 345/500
225/225 [==============================] - 0s 829us/step - loss: 0.3370 - accuracy: 0.8615
Epoch 346/500
225/225 [==============================] - 0s 821us/step - loss: 0.3368 - accuracy: 0.8607
Epoch 347/500
225/225 [==============================] - 0s 817us/step - loss: 0.3374 - accuracy: 0.8647
Epoch 348/500
225/225 [==============================] - 0s 802us/step - loss: 0.3370 - accuracy: 0.8612
Epoch 349/500
225/225 [==============================] - 0s 851us/step - loss: 0.3367 - accuracy: 0.8643
Epoch 350/500
225/225 [==============================] - 0s 851us/step - loss: 0.3368 - accuracy: 0.8647
Epoch 351/500
225/225 [==============================] - 0s 823us/step - loss: 0.3363 - accuracy: 0.8607
Epoch 352/500
225/225 [==============================] - 0s 796us/step - loss: 0.3369 - accuracy: 0.8625
Epoch 353/500
225/225 [==============================] - 0s 813us/step - loss: 0.3366 - accuracy: 0.8611
Epoch 354/500
225/225 [==============================] - 0s 821us/step - loss: 0.3369 - accuracy: 0.8626
Epoch 355/500
225/225 [==============================] - 0s 832us/step - loss: 0.3365 - accuracy: 0.8624
Epoch 356/500
225/225 [==============================] - 0s 800us/step - loss: 0.3367 - accuracy: 0.8621
Epoch 357/500
225/225 [==============================] - 0s 841us/step - loss: 0.3367 - accuracy: 0.8625
Epoch 358/500
225/225 [==============================] - 0s 817us/step - loss: 0.3367 - accuracy: 0.8614
Epoch 359/500
225/225 [==============================] - 0s 802us/step - loss: 0.3367 - accuracy: 0.8628
Epoch 360/500
225/225 [==============================] - 0s 816us/step - loss: 0.3364 - accuracy: 0.8637
Epoch 361/500
225/225 [==============================] - 0s 856us/step - loss: 0.3362 - accuracy: 0.8636
Epoch 362/500
225/225 [==============================] - 0s 817us/step - loss: 0.3366 - accuracy: 0.8624
Epoch 363/500
225/225 [==============================] - 0s 803us/step - loss: 0.3371 - accuracy: 0.8633
Epoch 364/500
225/225 [==============================] - 0s 797us/step - loss: 0.3363 - accuracy: 0.8625
Epoch 365/500
225/225 [==============================] - 0s 827us/step - loss: 0.3364 - accuracy: 0.8635
Epoch 366/500
225/225 [==============================] - 0s 878us/step - loss: 0.3365 - accuracy: 0.8625
Epoch 367/500
225/225 [==============================] - 0s 805us/step - loss: 0.3366 - accuracy: 0.8619
Epoch 368/500
225/225 [==============================] - 0s 798us/step - loss: 0.3355 - accuracy: 0.8622
Epoch 369/500
225/225 [==============================] - 0s 902us/step - loss: 0.3366 - accuracy: 0.8639
Epoch 370/500
225/225 [==============================] - 0s 820us/step - loss: 0.3358 - accuracy: 0.8635
Epoch 371/500
225/225 [==============================] - 0s 845us/step - loss: 0.3365 - accuracy: 0.8624
Epoch 372/500
225/225 [==============================] - 0s 817us/step - loss: 0.3367 - accuracy: 0.8624
Epoch 373/500
225/225 [==============================] - 0s 825us/step - loss: 0.3364 - accuracy: 0.8632
Epoch 374/500
225/225 [==============================] - 0s 811us/step - loss: 0.3363 - accuracy: 0.8608
Epoch 375/500
225/225 [==============================] - 0s 819us/step - loss: 0.3365 - accuracy: 0.8604
Epoch 376/500
225/225 [==============================] - 0s 816us/step - loss: 0.3366 - accuracy: 0.8614
Epoch 377/500
225/225 [==============================] - 0s 816us/step - loss: 0.3363 - accuracy: 0.8612
Epoch 378/500
225/225 [==============================] - 0s 846us/step - loss: 0.3365 - accuracy: 0.8628
Epoch 379/500
225/225 [==============================] - 0s 808us/step - loss: 0.3368 - accuracy: 0.8624
Epoch 380/500
225/225 [==============================] - 0s 818us/step - loss: 0.3367 - accuracy: 0.8643
Epoch 381/500
225/225 [==============================] - 0s 817us/step - loss: 0.3357 - accuracy: 0.8631
Epoch 382/500
225/225 [==============================] - 0s 824us/step - loss: 0.3362 - accuracy: 0.8622
Epoch 383/500
225/225 [==============================] - 0s 818us/step - loss: 0.3361 - accuracy: 0.8614
Epoch 384/500
225/225 [==============================] - 0s 819us/step - loss: 0.3363 - accuracy: 0.8654
Epoch 385/500
225/225 [==============================] - 0s 817us/step - loss: 0.3363 - accuracy: 0.8628
Epoch 386/500
225/225 [==============================] - 0s 814us/step - loss: 0.3358 - accuracy: 0.8626
Epoch 387/500
225/225 [==============================] - 0s 835us/step - loss: 0.3362 - accuracy: 0.8633
Epoch 388/500
225/225 [==============================] - 0s 837us/step - loss: 0.3362 - accuracy: 0.8635
Epoch 389/500
225/225 [==============================] - 0s 841us/step - loss: 0.3360 - accuracy: 0.8628
Epoch 390/500
225/225 [==============================] - 0s 819us/step - loss: 0.3357 - accuracy: 0.8626
Epoch 391/500
225/225 [==============================] - 0s 806us/step - loss: 0.3362 - accuracy: 0.8614
Epoch 392/500
225/225 [==============================] - 0s 827us/step - loss: 0.3360 - accuracy: 0.8629
Epoch 393/500
225/225 [==============================] - 0s 852us/step - loss: 0.3363 - accuracy: 0.8624
Epoch 394/500
225/225 [==============================] - 0s 816us/step - loss: 0.3360 - accuracy: 0.8625
Epoch 395/500
225/225 [==============================] - 0s 809us/step - loss: 0.3358 - accuracy: 0.8631
Epoch 396/500
225/225 [==============================] - 0s 819us/step - loss: 0.3361 - accuracy: 0.8622
Epoch 397/500
225/225 [==============================] - 0s 814us/step - loss: 0.3360 - accuracy: 0.8637
Epoch 398/500
225/225 [==============================] - 0s 847us/step - loss: 0.3357 - accuracy: 0.8635
Epoch 399/500
225/225 [==============================] - 0s 803us/step - loss: 0.3358 - accuracy: 0.8647
Epoch 400/500
225/225 [==============================] - 0s 822us/step - loss: 0.3357 - accuracy: 0.8619
Epoch 401/500
225/225 [==============================] - 0s 812us/step - loss: 0.3364 - accuracy: 0.8615
Epoch 402/500
225/225 [==============================] - 0s 811us/step - loss: 0.3360 - accuracy: 0.8639
Epoch 403/500
225/225 [==============================] - 0s 848us/step - loss: 0.3360 - accuracy: 0.8629
Epoch 404/500
225/225 [==============================] - 0s 814us/step - loss: 0.3363 - accuracy: 0.8626
Epoch 405/500
225/225 [==============================] - 0s 820us/step - loss: 0.3362 - accuracy: 0.8637
Epoch 406/500
225/225 [==============================] - 0s 810us/step - loss: 0.3359 - accuracy: 0.8628
Epoch 407/500
225/225 [==============================] - 0s 797us/step - loss: 0.3358 - accuracy: 0.8636
Epoch 408/500
225/225 [==============================] - 0s 818us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 409/500
225/225 [==============================] - 0s 840us/step - loss: 0.3357 - accuracy: 0.8636
Epoch 410/500
225/225 [==============================] - 0s 835us/step - loss: 0.3363 - accuracy: 0.8636
Epoch 411/500
225/225 [==============================] - 0s 804us/step - loss: 0.3361 - accuracy: 0.8642
Epoch 412/500
225/225 [==============================] - 0s 820us/step - loss: 0.3358 - accuracy: 0.8618
Epoch 413/500
225/225 [==============================] - 0s 819us/step - loss: 0.3359 - accuracy: 0.8636
Epoch 414/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3361 - accuracy: 0.8633
Epoch 415/500
225/225 [==============================] - 0s 802us/step - loss: 0.3358 - accuracy: 0.8629
Epoch 416/500
225/225 [==============================] - 0s 827us/step - loss: 0.3358 - accuracy: 0.8636
Epoch 417/500
225/225 [==============================] - 0s 811us/step - loss: 0.3365 - accuracy: 0.8611
Epoch 418/500
225/225 [==============================] - 0s 812us/step - loss: 0.3362 - accuracy: 0.8624
Epoch 419/500
225/225 [==============================] - 0s 849us/step - loss: 0.3360 - accuracy: 0.8625
Epoch 420/500
225/225 [==============================] - 0s 811us/step - loss: 0.3355 - accuracy: 0.8617
Epoch 421/500
225/225 [==============================] - 0s 810us/step - loss: 0.3361 - accuracy: 0.8632
Epoch 422/500
225/225 [==============================] - 0s 817us/step - loss: 0.3358 - accuracy: 0.8617
Epoch 423/500
225/225 [==============================] - 0s 799us/step - loss: 0.3352 - accuracy: 0.8636
Epoch 424/500
225/225 [==============================] - 0s 811us/step - loss: 0.3361 - accuracy: 0.8628
Epoch 425/500
225/225 [==============================] - 0s 833us/step - loss: 0.3358 - accuracy: 0.8614
Epoch 426/500
225/225 [==============================] - 0s 798us/step - loss: 0.3355 - accuracy: 0.8624
Epoch 427/500
225/225 [==============================] - 0s 803us/step - loss: 0.3361 - accuracy: 0.8640
Epoch 428/500
225/225 [==============================] - 0s 801us/step - loss: 0.3353 - accuracy: 0.8651
Epoch 429/500
225/225 [==============================] - 0s 791us/step - loss: 0.3359 - accuracy: 0.8633
Epoch 430/500
225/225 [==============================] - 0s 848us/step - loss: 0.3356 - accuracy: 0.8621
Epoch 431/500
225/225 [==============================] - 0s 830us/step - loss: 0.3352 - accuracy: 0.8636
Epoch 432/500
225/225 [==============================] - 0s 826us/step - loss: 0.3358 - accuracy: 0.8640
Epoch 433/500
225/225 [==============================] - 0s 802us/step - loss: 0.3357 - accuracy: 0.8622
Epoch 434/500
225/225 [==============================] - 0s 828us/step - loss: 0.3351 - accuracy: 0.8636
Epoch 435/500
225/225 [==============================] - 0s 814us/step - loss: 0.3360 - accuracy: 0.8618
Epoch 436/500
225/225 [==============================] - 0s 803us/step - loss: 0.3355 - accuracy: 0.8625
Epoch 437/500
225/225 [==============================] - 0s 808us/step - loss: 0.3349 - accuracy: 0.8626
Epoch 438/500
225/225 [==============================] - 0s 808us/step - loss: 0.3359 - accuracy: 0.8621
Epoch 439/500
225/225 [==============================] - 0s 803us/step - loss: 0.3356 - accuracy: 0.8629
Epoch 440/500
225/225 [==============================] - 0s 810us/step - loss: 0.3356 - accuracy: 0.8622
Epoch 441/500
225/225 [==============================] - 0s 810us/step - loss: 0.3353 - accuracy: 0.8643
Epoch 442/500
225/225 [==============================] - 0s 856us/step - loss: 0.3356 - accuracy: 0.8660
Epoch 443/500
225/225 [==============================] - 0s 838us/step - loss: 0.3353 - accuracy: 0.8643
Epoch 444/500
225/225 [==============================] - 0s 803us/step - loss: 0.3361 - accuracy: 0.8631
Epoch 445/500
225/225 [==============================] - 0s 801us/step - loss: 0.3350 - accuracy: 0.8610
Epoch 446/500
225/225 [==============================] - 0s 848us/step - loss: 0.3354 - accuracy: 0.8628
Epoch 447/500
225/225 [==============================] - 0s 799us/step - loss: 0.3355 - accuracy: 0.8626
Epoch 448/500
225/225 [==============================] - 0s 800us/step - loss: 0.3357 - accuracy: 0.8631
Epoch 449/500
225/225 [==============================] - 0s 806us/step - loss: 0.3351 - accuracy: 0.8647
Epoch 450/500
225/225 [==============================] - 0s 806us/step - loss: 0.3355 - accuracy: 0.8629
Epoch 451/500
225/225 [==============================] - 0s 842us/step - loss: 0.3352 - accuracy: 0.8653
Epoch 452/500
225/225 [==============================] - 0s 818us/step - loss: 0.3356 - accuracy: 0.8629
Epoch 453/500
225/225 [==============================] - 0s 804us/step - loss: 0.3351 - accuracy: 0.8629
Epoch 454/500
225/225 [==============================] - 0s 811us/step - loss: 0.3358 - accuracy: 0.8611
Epoch 455/500
225/225 [==============================] - 0s 808us/step - loss: 0.3349 - accuracy: 0.8642
Epoch 456/500
225/225 [==============================] - 0s 810us/step - loss: 0.3356 - accuracy: 0.8610
Epoch 457/500
225/225 [==============================] - 0s 827us/step - loss: 0.3351 - accuracy: 0.8642
Epoch 458/500
225/225 [==============================] - 0s 812us/step - loss: 0.3354 - accuracy: 0.8631
Epoch 459/500
225/225 [==============================] - 0s 801us/step - loss: 0.3352 - accuracy: 0.8637
Epoch 460/500
225/225 [==============================] - 0s 817us/step - loss: 0.3350 - accuracy: 0.8614
Epoch 461/500
225/225 [==============================] - 0s 799us/step - loss: 0.3355 - accuracy: 0.8625
Epoch 462/500
225/225 [==============================] - 0s 855us/step - loss: 0.3358 - accuracy: 0.8625
Epoch 463/500
225/225 [==============================] - 0s 826us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 464/500
225/225 [==============================] - 0s 800us/step - loss: 0.3346 - accuracy: 0.8639
Epoch 465/500
225/225 [==============================] - 0s 821us/step - loss: 0.3353 - accuracy: 0.8601
Epoch 466/500
225/225 [==============================] - 0s 806us/step - loss: 0.3353 - accuracy: 0.8658
Epoch 467/500
225/225 [==============================] - 0s 805us/step - loss: 0.3354 - accuracy: 0.8637
Epoch 468/500
225/225 [==============================] - 0s 859us/step - loss: 0.3353 - accuracy: 0.8644
Epoch 469/500
225/225 [==============================] - 0s 798us/step - loss: 0.3354 - accuracy: 0.8647
Epoch 470/500
225/225 [==============================] - 0s 802us/step - loss: 0.3352 - accuracy: 0.8631
Epoch 471/500
225/225 [==============================] - 0s 798us/step - loss: 0.3352 - accuracy: 0.8618
Epoch 472/500
225/225 [==============================] - 0s 805us/step - loss: 0.3350 - accuracy: 0.8653
Epoch 473/500
225/225 [==============================] - 0s 829us/step - loss: 0.3348 - accuracy: 0.8640
Epoch 474/500
225/225 [==============================] - 0s 799us/step - loss: 0.3352 - accuracy: 0.8639
Epoch 475/500
225/225 [==============================] - 0s 804us/step - loss: 0.3348 - accuracy: 0.8646
Epoch 476/500
225/225 [==============================] - 0s 810us/step - loss: 0.3355 - accuracy: 0.8636
Epoch 477/500
225/225 [==============================] - 0s 801us/step - loss: 0.3345 - accuracy: 0.8632
Epoch 478/500
225/225 [==============================] - 0s 796us/step - loss: 0.3350 - accuracy: 0.8633
Epoch 479/500
225/225 [==============================] - 0s 937us/step - loss: 0.3353 - accuracy: 0.8635
Epoch 480/500
225/225 [==============================] - 0s 799us/step - loss: 0.3349 - accuracy: 0.8622
Epoch 481/500
225/225 [==============================] - 0s 803us/step - loss: 0.3350 - accuracy: 0.8632
Epoch 482/500
225/225 [==============================] - 0s 817us/step - loss: 0.3350 - accuracy: 0.8619
Epoch 483/500
225/225 [==============================] - 0s 796us/step - loss: 0.3347 - accuracy: 0.8632
Epoch 484/500
225/225 [==============================] - 0s 812us/step - loss: 0.3352 - accuracy: 0.8624
Epoch 485/500
225/225 [==============================] - 0s 819us/step - loss: 0.3348 - accuracy: 0.8626
Epoch 486/500
225/225 [==============================] - 0s 808us/step - loss: 0.3355 - accuracy: 0.8607
Epoch 487/500
225/225 [==============================] - 0s 890us/step - loss: 0.3348 - accuracy: 0.8612
Epoch 488/500
225/225 [==============================] - 0s 806us/step - loss: 0.3350 - accuracy: 0.8631
Epoch 489/500
225/225 [==============================] - 0s 831us/step - loss: 0.3346 - accuracy: 0.8606
Epoch 490/500
225/225 [==============================] - 0s 823us/step - loss: 0.3349 - accuracy: 0.8606
Epoch 491/500
225/225 [==============================] - 0s 829us/step - loss: 0.3350 - accuracy: 0.8644
Epoch 492/500
225/225 [==============================] - 0s 825us/step - loss: 0.3347 - accuracy: 0.8642
Epoch 493/500
225/225 [==============================] - 0s 822us/step - loss: 0.3350 - accuracy: 0.8635
Epoch 494/500
225/225 [==============================] - 0s 814us/step - loss: 0.3349 - accuracy: 0.8614
Epoch 495/500
225/225 [==============================] - 0s 850us/step - loss: 0.3344 - accuracy: 0.8625
Epoch 496/500
225/225 [==============================] - 0s 814us/step - loss: 0.3348 - accuracy: 0.8625
Epoch 497/500
225/225 [==============================] - 0s 823us/step - loss: 0.3350 - accuracy: 0.8636
Epoch 498/500
225/225 [==============================] - 0s 807us/step - loss: 0.3347 - accuracy: 0.8621
Epoch 499/500
225/225 [==============================] - 0s 818us/step - loss: 0.3349 - accuracy: 0.8635
Epoch 500/500
225/225 [==============================] - 0s 834us/step - loss: 0.3354 - accuracy: 0.8608
Epoch 1/500
225/225 [==============================] - 0s 904us/step - loss: 0.6231 - accuracy: 0.7929
Epoch 2/500
225/225 [==============================] - 0s 772us/step - loss: 0.5500 - accuracy: 0.7962
Epoch 3/500
225/225 [==============================] - 0s 806us/step - loss: 0.5237 - accuracy: 0.7962
Epoch 4/500
225/225 [==============================] - 0s 780us/step - loss: 0.5134 - accuracy: 0.7962
Epoch 5/500
225/225 [==============================] - 0s 771us/step - loss: 0.5091 - accuracy: 0.7962
Epoch 6/500
225/225 [==============================] - 0s 767us/step - loss: 0.5072 - accuracy: 0.7962
Epoch 7/500
225/225 [==============================] - 0s 800us/step - loss: 0.5063 - accuracy: 0.7962
Epoch 8/500
225/225 [==============================] - 0s 795us/step - loss: 0.5059 - accuracy: 0.7962
Epoch 9/500
225/225 [==============================] - 0s 803us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 10/500
225/225 [==============================] - 0s 754us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 11/500
225/225 [==============================] - 0s 764us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 12/500
225/225 [==============================] - 0s 781us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 13/500
225/225 [==============================] - 0s 784us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 14/500
225/225 [==============================] - 0s 778us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 15/500
225/225 [==============================] - 0s 807us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 16/500
225/225 [==============================] - 0s 804us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 17/500
225/225 [==============================] - 0s 762us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 18/500
225/225 [==============================] - 0s 782us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 19/500
225/225 [==============================] - 0s 781us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 20/500
225/225 [==============================] - 0s 825us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 21/500
225/225 [==============================] - 0s 768us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 22/500
225/225 [==============================] - 0s 781us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 23/500
225/225 [==============================] - 0s 783us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 24/500
225/225 [==============================] - 0s 764us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 25/500
225/225 [==============================] - 0s 780us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 26/500
225/225 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 27/500
225/225 [==============================] - 0s 777us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 28/500
225/225 [==============================] - 0s 760us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 29/500
225/225 [==============================] - 0s 788us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 30/500
225/225 [==============================] - 0s 784us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 31/500
225/225 [==============================] - 0s 776us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 32/500
225/225 [==============================] - 0s 785us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 33/500
225/225 [==============================] - 0s 772us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 34/500
225/225 [==============================] - 0s 776us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 35/500
225/225 [==============================] - 0s 768us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 36/500
225/225 [==============================] - 0s 786us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 37/500
225/225 [==============================] - 0s 820us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 38/500
225/225 [==============================] - 0s 797us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 39/500
225/225 [==============================] - 0s 779us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 40/500
225/225 [==============================] - 0s 777us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 41/500
225/225 [==============================] - 0s 787us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 42/500
225/225 [==============================] - 0s 803us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 43/500
225/225 [==============================] - 0s 785us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 44/500
225/225 [==============================] - 0s 785us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 45/500
225/225 [==============================] - 0s 757us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 46/500
225/225 [==============================] - 0s 787us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 47/500
225/225 [==============================] - 0s 770us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 48/500
225/225 [==============================] - 0s 797us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 49/500
225/225 [==============================] - 0s 748us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 50/500
225/225 [==============================] - 0s 773us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 51/500
225/225 [==============================] - 0s 774us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 52/500
225/225 [==============================] - 0s 769us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 53/500
225/225 [==============================] - 0s 785us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 54/500
225/225 [==============================] - 0s 797us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 55/500
225/225 [==============================] - 0s 786us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 56/500
225/225 [==============================] - 0s 765us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 57/500
225/225 [==============================] - 0s 785us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 58/500
225/225 [==============================] - 0s 773us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 59/500
225/225 [==============================] - 0s 813us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 60/500
225/225 [==============================] - 0s 781us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 61/500
225/225 [==============================] - 0s 783us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 62/500
225/225 [==============================] - 0s 770us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 63/500
225/225 [==============================] - 0s 771us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 64/500
225/225 [==============================] - 0s 805us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 65/500
225/225 [==============================] - 0s 769us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 66/500
225/225 [==============================] - 0s 759us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 67/500
225/225 [==============================] - 0s 777us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 68/500
225/225 [==============================] - 0s 785us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 69/500
225/225 [==============================] - 0s 779us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 70/500
225/225 [==============================] - 0s 807us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 71/500
225/225 [==============================] - 0s 802us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 72/500
225/225 [==============================] - 0s 777us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 73/500
225/225 [==============================] - 0s 759us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 74/500
225/225 [==============================] - 0s 796us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 75/500
225/225 [==============================] - 0s 780us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 76/500
225/225 [==============================] - 0s 842us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 77/500
225/225 [==============================] - 0s 764us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 78/500
225/225 [==============================] - 0s 773us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 79/500
225/225 [==============================] - 0s 775us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 80/500
225/225 [==============================] - 0s 781us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 81/500
225/225 [==============================] - 0s 771us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 82/500
225/225 [==============================] - 0s 796us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 83/500
225/225 [==============================] - 0s 785us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 84/500
225/225 [==============================] - 0s 760us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 85/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5053 - accuracy: 0.7962
Epoch 86/500
225/225 [==============================] - 0s 2ms/step - loss: 0.5052 - accuracy: 0.7962
Epoch 87/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5052 - accuracy: 0.7962
Epoch 88/500
225/225 [==============================] - 0s 789us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 89/500
225/225 [==============================] - 0s 828us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 90/500
225/225 [==============================] - 0s 888us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 91/500
225/225 [==============================] - 0s 965us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 92/500
225/225 [==============================] - 0s 866us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 93/500
225/225 [==============================] - 0s 795us/step - loss: 0.5048 - accuracy: 0.7962
Epoch 94/500
225/225 [==============================] - 0s 840us/step - loss: 0.5047 - accuracy: 0.7962
Epoch 95/500
225/225 [==============================] - 0s 774us/step - loss: 0.5045 - accuracy: 0.7962
Epoch 96/500
225/225 [==============================] - 0s 800us/step - loss: 0.5043 - accuracy: 0.7962
Epoch 97/500
225/225 [==============================] - 0s 967us/step - loss: 0.5041 - accuracy: 0.7962
Epoch 98/500
225/225 [==============================] - 0s 758us/step - loss: 0.5038 - accuracy: 0.7962
Epoch 99/500
225/225 [==============================] - 0s 763us/step - loss: 0.5035 - accuracy: 0.7962
Epoch 100/500
225/225 [==============================] - 0s 798us/step - loss: 0.5031 - accuracy: 0.7962
Epoch 101/500
225/225 [==============================] - 0s 828us/step - loss: 0.5025 - accuracy: 0.7962
Epoch 102/500
225/225 [==============================] - 0s 740us/step - loss: 0.5018 - accuracy: 0.7962
Epoch 103/500
225/225 [==============================] - 0s 800us/step - loss: 0.5008 - accuracy: 0.7962
Epoch 104/500
225/225 [==============================] - 0s 735us/step - loss: 0.4995 - accuracy: 0.7962
Epoch 105/500
225/225 [==============================] - 0s 830us/step - loss: 0.4978 - accuracy: 0.7962
Epoch 106/500
225/225 [==============================] - 0s 768us/step - loss: 0.4953 - accuracy: 0.7962
Epoch 107/500
225/225 [==============================] - 0s 770us/step - loss: 0.4920 - accuracy: 0.7962
Epoch 108/500
225/225 [==============================] - 0s 749us/step - loss: 0.4875 - accuracy: 0.7962
Epoch 109/500
225/225 [==============================] - 0s 827us/step - loss: 0.4817 - accuracy: 0.7962
Epoch 110/500
225/225 [==============================] - 0s 810us/step - loss: 0.4747 - accuracy: 0.7964
Epoch 111/500
225/225 [==============================] - 0s 773us/step - loss: 0.4675 - accuracy: 0.7957
Epoch 112/500
225/225 [==============================] - 0s 763us/step - loss: 0.4610 - accuracy: 0.7953
Epoch 113/500
225/225 [==============================] - 0s 776us/step - loss: 0.4558 - accuracy: 0.7982
Epoch 114/500
225/225 [==============================] - 0s 779us/step - loss: 0.4518 - accuracy: 0.8003
Epoch 115/500
225/225 [==============================] - 0s 752us/step - loss: 0.4488 - accuracy: 0.8028
Epoch 116/500
225/225 [==============================] - 0s 859us/step - loss: 0.4464 - accuracy: 0.8049
Epoch 117/500
225/225 [==============================] - 0s 805us/step - loss: 0.4445 - accuracy: 0.8072
Epoch 118/500
225/225 [==============================] - 0s 855us/step - loss: 0.4429 - accuracy: 0.8081
Epoch 119/500
225/225 [==============================] - 0s 847us/step - loss: 0.4415 - accuracy: 0.8086
Epoch 120/500
225/225 [==============================] - 0s 802us/step - loss: 0.4402 - accuracy: 0.8101
Epoch 121/500
225/225 [==============================] - 0s 883us/step - loss: 0.4391 - accuracy: 0.8118
Epoch 122/500
225/225 [==============================] - 0s 824us/step - loss: 0.4380 - accuracy: 0.8110
Epoch 123/500
225/225 [==============================] - 0s 808us/step - loss: 0.4370 - accuracy: 0.8122
Epoch 124/500
225/225 [==============================] - 0s 724us/step - loss: 0.4359 - accuracy: 0.8115
Epoch 125/500
225/225 [==============================] - 0s 762us/step - loss: 0.4348 - accuracy: 0.8131
Epoch 126/500
225/225 [==============================] - 0s 738us/step - loss: 0.4336 - accuracy: 0.8129
Epoch 127/500
225/225 [==============================] - 0s 847us/step - loss: 0.4322 - accuracy: 0.8143
Epoch 128/500
225/225 [==============================] - 0s 750us/step - loss: 0.4307 - accuracy: 0.8147
Epoch 129/500
225/225 [==============================] - 0s 808us/step - loss: 0.4290 - accuracy: 0.8154
Epoch 130/500
225/225 [==============================] - 0s 729us/step - loss: 0.4271 - accuracy: 0.8167
Epoch 131/500
225/225 [==============================] - 0s 742us/step - loss: 0.4248 - accuracy: 0.8164
Epoch 132/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4223 - accuracy: 0.8185
Epoch 133/500
225/225 [==============================] - 0s 790us/step - loss: 0.4194 - accuracy: 0.8200
Epoch 134/500
225/225 [==============================] - 0s 741us/step - loss: 0.4163 - accuracy: 0.8229
Epoch 135/500
225/225 [==============================] - 0s 759us/step - loss: 0.4126 - accuracy: 0.8254
Epoch 136/500
225/225 [==============================] - 0s 2ms/step - loss: 0.4087 - accuracy: 0.8285
Epoch 137/500
225/225 [==============================] - 0s 801us/step - loss: 0.4044 - accuracy: 0.8307
Epoch 138/500
225/225 [==============================] - 0s 900us/step - loss: 0.3999 - accuracy: 0.8331
Epoch 139/500
225/225 [==============================] - 0s 822us/step - loss: 0.3952 - accuracy: 0.8368
Epoch 140/500
225/225 [==============================] - 0s 810us/step - loss: 0.3909 - accuracy: 0.8407
Epoch 141/500
225/225 [==============================] - 0s 717us/step - loss: 0.3868 - accuracy: 0.8432
Epoch 142/500
225/225 [==============================] - 0s 774us/step - loss: 0.3830 - accuracy: 0.8446
Epoch 143/500
225/225 [==============================] - 0s 801us/step - loss: 0.3795 - accuracy: 0.8482
Epoch 144/500
225/225 [==============================] - 0s 817us/step - loss: 0.3763 - accuracy: 0.8490
Epoch 145/500
225/225 [==============================] - 0s 828us/step - loss: 0.3737 - accuracy: 0.8508
Epoch 146/500
225/225 [==============================] - 0s 861us/step - loss: 0.3714 - accuracy: 0.8532
Epoch 147/500
225/225 [==============================] - 0s 832us/step - loss: 0.3693 - accuracy: 0.8524
Epoch 148/500
225/225 [==============================] - 0s 781us/step - loss: 0.3674 - accuracy: 0.8529
Epoch 149/500
225/225 [==============================] - 0s 722us/step - loss: 0.3659 - accuracy: 0.8525
Epoch 150/500
225/225 [==============================] - 0s 805us/step - loss: 0.3646 - accuracy: 0.8529
Epoch 151/500
225/225 [==============================] - ETA: 0s - loss: 0.3633 - accuracy: 0.85 - 0s 751us/step - loss: 0.3634 - accuracy: 0.8547
Epoch 152/500
225/225 [==============================] - 0s 728us/step - loss: 0.3620 - accuracy: 0.8551
Epoch 153/500
225/225 [==============================] - 0s 742us/step - loss: 0.3611 - accuracy: 0.8569
Epoch 154/500
225/225 [==============================] - 0s 803us/step - loss: 0.3602 - accuracy: 0.8567
Epoch 155/500
225/225 [==============================] - 0s 734us/step - loss: 0.3594 - accuracy: 0.8579
Epoch 156/500
225/225 [==============================] - 0s 746us/step - loss: 0.3586 - accuracy: 0.8578
Epoch 157/500
225/225 [==============================] - 0s 750us/step - loss: 0.3579 - accuracy: 0.8582
Epoch 158/500
225/225 [==============================] - 0s 725us/step - loss: 0.3573 - accuracy: 0.8586
Epoch 159/500
225/225 [==============================] - 0s 745us/step - loss: 0.3568 - accuracy: 0.8574
Epoch 160/500
225/225 [==============================] - 0s 776us/step - loss: 0.3562 - accuracy: 0.8575
Epoch 161/500
225/225 [==============================] - 0s 742us/step - loss: 0.3558 - accuracy: 0.8574
Epoch 162/500
225/225 [==============================] - 0s 723us/step - loss: 0.3555 - accuracy: 0.8579
Epoch 163/500
225/225 [==============================] - 0s 752us/step - loss: 0.3550 - accuracy: 0.8571
Epoch 164/500
225/225 [==============================] - 0s 738us/step - loss: 0.3547 - accuracy: 0.8574
Epoch 165/500
225/225 [==============================] - 0s 733us/step - loss: 0.3543 - accuracy: 0.8581
Epoch 166/500
225/225 [==============================] - 0s 764us/step - loss: 0.3540 - accuracy: 0.8569
Epoch 167/500
225/225 [==============================] - 0s 780us/step - loss: 0.3539 - accuracy: 0.8587
Epoch 168/500
225/225 [==============================] - 0s 734us/step - loss: 0.3534 - accuracy: 0.8578
Epoch 169/500
225/225 [==============================] - 0s 754us/step - loss: 0.3533 - accuracy: 0.8581
Epoch 170/500
225/225 [==============================] - 0s 752us/step - loss: 0.3529 - accuracy: 0.8583
Epoch 171/500
225/225 [==============================] - 0s 742us/step - loss: 0.3524 - accuracy: 0.8590
Epoch 172/500
225/225 [==============================] - 0s 840us/step - loss: 0.3520 - accuracy: 0.8594
Epoch 173/500
225/225 [==============================] - 0s 832us/step - loss: 0.3519 - accuracy: 0.8576
Epoch 174/500
225/225 [==============================] - 0s 825us/step - loss: 0.3517 - accuracy: 0.8572
Epoch 175/500
225/225 [==============================] - 0s 807us/step - loss: 0.3512 - accuracy: 0.8574
Epoch 176/500
225/225 [==============================] - 0s 832us/step - loss: 0.3511 - accuracy: 0.8579
Epoch 177/500
225/225 [==============================] - 0s 797us/step - loss: 0.3502 - accuracy: 0.8572
Epoch 178/500
225/225 [==============================] - 0s 735us/step - loss: 0.3502 - accuracy: 0.8593
Epoch 179/500
225/225 [==============================] - 0s 767us/step - loss: 0.3503 - accuracy: 0.8579
Epoch 180/500
225/225 [==============================] - 0s 755us/step - loss: 0.3498 - accuracy: 0.8587
Epoch 181/500
225/225 [==============================] - 0s 745us/step - loss: 0.3499 - accuracy: 0.8590
Epoch 182/500
225/225 [==============================] - 0s 728us/step - loss: 0.3496 - accuracy: 0.8576
Epoch 183/500
225/225 [==============================] - 0s 857us/step - loss: 0.3496 - accuracy: 0.8581
Epoch 184/500
225/225 [==============================] - 0s 737us/step - loss: 0.3491 - accuracy: 0.8587
Epoch 185/500
225/225 [==============================] - 0s 726us/step - loss: 0.3492 - accuracy: 0.8585
Epoch 186/500
225/225 [==============================] - 0s 749us/step - loss: 0.3489 - accuracy: 0.8575
Epoch 187/500
225/225 [==============================] - 0s 740us/step - loss: 0.3489 - accuracy: 0.8572
Epoch 188/500
225/225 [==============================] - 0s 726us/step - loss: 0.3487 - accuracy: 0.8583
Epoch 189/500
225/225 [==============================] - 0s 770us/step - loss: 0.3484 - accuracy: 0.8585
Epoch 190/500
225/225 [==============================] - 0s 741us/step - loss: 0.3486 - accuracy: 0.8581
Epoch 191/500
225/225 [==============================] - 0s 730us/step - loss: 0.3481 - accuracy: 0.8579
Epoch 192/500
225/225 [==============================] - 0s 749us/step - loss: 0.3481 - accuracy: 0.8582
Epoch 193/500
225/225 [==============================] - 0s 749us/step - loss: 0.3480 - accuracy: 0.8581
Epoch 194/500
225/225 [==============================] - 0s 727us/step - loss: 0.3480 - accuracy: 0.8581
Epoch 195/500
225/225 [==============================] - 0s 799us/step - loss: 0.3479 - accuracy: 0.8594
Epoch 196/500
225/225 [==============================] - 0s 741us/step - loss: 0.3477 - accuracy: 0.8587
Epoch 197/500
225/225 [==============================] - 0s 726us/step - loss: 0.3477 - accuracy: 0.8583
Epoch 198/500
225/225 [==============================] - 0s 743us/step - loss: 0.3476 - accuracy: 0.8578
Epoch 199/500
225/225 [==============================] - 0s 744us/step - loss: 0.3472 - accuracy: 0.8586
Epoch 200/500
225/225 [==============================] - 0s 728us/step - loss: 0.3469 - accuracy: 0.8582
Epoch 201/500
225/225 [==============================] - 0s 808us/step - loss: 0.3472 - accuracy: 0.8600
Epoch 202/500
225/225 [==============================] - 0s 762us/step - loss: 0.3471 - accuracy: 0.8578
Epoch 203/500
225/225 [==============================] - 0s 742us/step - loss: 0.3468 - accuracy: 0.8578
Epoch 204/500
225/225 [==============================] - 0s 731us/step - loss: 0.3469 - accuracy: 0.8587
Epoch 205/500
225/225 [==============================] - 0s 744us/step - loss: 0.3470 - accuracy: 0.8571
Epoch 206/500
225/225 [==============================] - 0s 743us/step - loss: 0.3469 - accuracy: 0.8587
Epoch 207/500
225/225 [==============================] - 0s 767us/step - loss: 0.3460 - accuracy: 0.8582
Epoch 208/500
225/225 [==============================] - 0s 740us/step - loss: 0.3462 - accuracy: 0.8576
Epoch 209/500
225/225 [==============================] - 0s 751us/step - loss: 0.3467 - accuracy: 0.8579
Epoch 210/500
225/225 [==============================] - 0s 760us/step - loss: 0.3465 - accuracy: 0.8579
Epoch 211/500
225/225 [==============================] - 0s 784us/step - loss: 0.3464 - accuracy: 0.8567
Epoch 212/500
225/225 [==============================] - 0s 787us/step - loss: 0.3462 - accuracy: 0.8569
Epoch 213/500
225/225 [==============================] - 0s 865us/step - loss: 0.3460 - accuracy: 0.8585
Epoch 214/500
225/225 [==============================] - 0s 764us/step - loss: 0.3461 - accuracy: 0.8564
Epoch 215/500
225/225 [==============================] - 0s 756us/step - loss: 0.3453 - accuracy: 0.8590
Epoch 216/500
225/225 [==============================] - 0s 750us/step - loss: 0.3460 - accuracy: 0.8589
Epoch 217/500
225/225 [==============================] - 0s 743us/step - loss: 0.3456 - accuracy: 0.8594
Epoch 218/500
225/225 [==============================] - 0s 801us/step - loss: 0.3454 - accuracy: 0.8560
Epoch 219/500
225/225 [==============================] - 0s 762us/step - loss: 0.3458 - accuracy: 0.8568
Epoch 220/500
225/225 [==============================] - 0s 729us/step - loss: 0.3456 - accuracy: 0.8583
Epoch 221/500
225/225 [==============================] - 0s 782us/step - loss: 0.3454 - accuracy: 0.8576
Epoch 222/500
225/225 [==============================] - 0s 753us/step - loss: 0.3451 - accuracy: 0.8597
Epoch 223/500
225/225 [==============================] - 0s 724us/step - loss: 0.3453 - accuracy: 0.8582
Epoch 224/500
225/225 [==============================] - 0s 808us/step - loss: 0.3451 - accuracy: 0.8575
Epoch 225/500
225/225 [==============================] - 0s 751us/step - loss: 0.3453 - accuracy: 0.8571
Epoch 226/500
225/225 [==============================] - 0s 749us/step - loss: 0.3451 - accuracy: 0.8572
Epoch 227/500
225/225 [==============================] - 0s 744us/step - loss: 0.3450 - accuracy: 0.8561
Epoch 228/500
225/225 [==============================] - 0s 753us/step - loss: 0.3448 - accuracy: 0.8575
Epoch 229/500
225/225 [==============================] - 0s 736us/step - loss: 0.3447 - accuracy: 0.8572
Epoch 230/500
225/225 [==============================] - 0s 827us/step - loss: 0.3449 - accuracy: 0.8572
Epoch 231/500
225/225 [==============================] - 0s 847us/step - loss: 0.3448 - accuracy: 0.8543
Epoch 232/500
225/225 [==============================] - 0s 740us/step - loss: 0.3448 - accuracy: 0.8575
Epoch 233/500
225/225 [==============================] - 0s 746us/step - loss: 0.3442 - accuracy: 0.8571
Epoch 234/500
225/225 [==============================] - 0s 748us/step - loss: 0.3446 - accuracy: 0.8564
Epoch 235/500
225/225 [==============================] - 0s 790us/step - loss: 0.3441 - accuracy: 0.8557
Epoch 236/500
225/225 [==============================] - 0s 756us/step - loss: 0.3443 - accuracy: 0.8589
Epoch 237/500
225/225 [==============================] - 0s 773us/step - loss: 0.3442 - accuracy: 0.8571
Epoch 238/500
225/225 [==============================] - 0s 738us/step - loss: 0.3441 - accuracy: 0.8592
Epoch 239/500
225/225 [==============================] - 0s 745us/step - loss: 0.3443 - accuracy: 0.8579
Epoch 240/500
225/225 [==============================] - 0s 740us/step - loss: 0.3439 - accuracy: 0.8575
Epoch 241/500
225/225 [==============================] - 0s 909us/step - loss: 0.3439 - accuracy: 0.8572
Epoch 242/500
225/225 [==============================] - 0s 746us/step - loss: 0.3436 - accuracy: 0.8574
Epoch 243/500
225/225 [==============================] - 0s 724us/step - loss: 0.3440 - accuracy: 0.8575
Epoch 244/500
225/225 [==============================] - 0s 740us/step - loss: 0.3436 - accuracy: 0.8567
Epoch 245/500
225/225 [==============================] - 0s 744us/step - loss: 0.3434 - accuracy: 0.8574
Epoch 246/500
225/225 [==============================] - 0s 723us/step - loss: 0.3434 - accuracy: 0.8571
Epoch 247/500
225/225 [==============================] - 0s 769us/step - loss: 0.3436 - accuracy: 0.8574
Epoch 248/500
225/225 [==============================] - 0s 745us/step - loss: 0.3435 - accuracy: 0.8593
Epoch 249/500
225/225 [==============================] - 0s 727us/step - loss: 0.3432 - accuracy: 0.8575
Epoch 250/500
225/225 [==============================] - 0s 744us/step - loss: 0.3432 - accuracy: 0.8582
Epoch 251/500
225/225 [==============================] - 0s 747us/step - loss: 0.3435 - accuracy: 0.8571
Epoch 252/500
225/225 [==============================] - 0s 730us/step - loss: 0.3428 - accuracy: 0.8587
Epoch 253/500
225/225 [==============================] - 0s 775us/step - loss: 0.3429 - accuracy: 0.8594
Epoch 254/500
225/225 [==============================] - 0s 748us/step - loss: 0.3433 - accuracy: 0.8579
Epoch 255/500
225/225 [==============================] - 0s 728us/step - loss: 0.3431 - accuracy: 0.8593
Epoch 256/500
225/225 [==============================] - 0s 738us/step - loss: 0.3426 - accuracy: 0.8583
Epoch 257/500
225/225 [==============================] - 0s 753us/step - loss: 0.3430 - accuracy: 0.8586
Epoch 258/500
225/225 [==============================] - 0s 746us/step - loss: 0.3429 - accuracy: 0.8586
Epoch 259/500
225/225 [==============================] - 0s 759us/step - loss: 0.3431 - accuracy: 0.8564
Epoch 260/500
225/225 [==============================] - 0s 765us/step - loss: 0.3426 - accuracy: 0.8569
Epoch 261/500
225/225 [==============================] - 0s 749us/step - loss: 0.3427 - accuracy: 0.8585
Epoch 262/500
225/225 [==============================] - 0s 732us/step - loss: 0.3425 - accuracy: 0.8581
Epoch 263/500
225/225 [==============================] - 0s 746us/step - loss: 0.3425 - accuracy: 0.8582
Epoch 264/500
225/225 [==============================] - 0s 786us/step - loss: 0.3425 - accuracy: 0.8590
Epoch 265/500
225/225 [==============================] - 0s 734us/step - loss: 0.3422 - accuracy: 0.8587
Epoch 266/500
225/225 [==============================] - 0s 749us/step - loss: 0.3426 - accuracy: 0.8579
Epoch 267/500
225/225 [==============================] - 0s 736us/step - loss: 0.3424 - accuracy: 0.8578
Epoch 268/500
225/225 [==============================] - 0s 739us/step - loss: 0.3427 - accuracy: 0.8583
Epoch 269/500
225/225 [==============================] - 0s 769us/step - loss: 0.3422 - accuracy: 0.8597
Epoch 270/500
225/225 [==============================] - 0s 764us/step - loss: 0.3421 - accuracy: 0.8583
Epoch 271/500
225/225 [==============================] - 0s 746us/step - loss: 0.3420 - accuracy: 0.8586
Epoch 272/500
225/225 [==============================] - 0s 762us/step - loss: 0.3427 - accuracy: 0.8585
Epoch 273/500
225/225 [==============================] - 0s 753us/step - loss: 0.3423 - accuracy: 0.8581
Epoch 274/500
225/225 [==============================] - 0s 738us/step - loss: 0.3421 - accuracy: 0.8592
Epoch 275/500
225/225 [==============================] - 0s 740us/step - loss: 0.3421 - accuracy: 0.8578
Epoch 276/500
225/225 [==============================] - 0s 784us/step - loss: 0.3423 - accuracy: 0.8576
Epoch 277/500
225/225 [==============================] - 0s 738us/step - loss: 0.3421 - accuracy: 0.8585
Epoch 278/500
225/225 [==============================] - 0s 739us/step - loss: 0.3418 - accuracy: 0.8594
Epoch 279/500
225/225 [==============================] - 0s 751us/step - loss: 0.3419 - accuracy: 0.8582
Epoch 280/500
225/225 [==============================] - 0s 749us/step - loss: 0.3418 - accuracy: 0.8585
Epoch 281/500
225/225 [==============================] - 0s 722us/step - loss: 0.3424 - accuracy: 0.8571
Epoch 282/500
225/225 [==============================] - 0s 790us/step - loss: 0.3418 - accuracy: 0.8597
Epoch 283/500
225/225 [==============================] - 0s 750us/step - loss: 0.3420 - accuracy: 0.8576
Epoch 284/500
225/225 [==============================] - 0s 734us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 285/500
225/225 [==============================] - 0s 746us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 286/500
225/225 [==============================] - 0s 754us/step - loss: 0.3414 - accuracy: 0.8568
Epoch 287/500
225/225 [==============================] - 0s 728us/step - loss: 0.3417 - accuracy: 0.8578
Epoch 288/500
225/225 [==============================] - 0s 793us/step - loss: 0.3417 - accuracy: 0.8569
Epoch 289/500
225/225 [==============================] - 0s 754us/step - loss: 0.3412 - accuracy: 0.8594
Epoch 290/500
225/225 [==============================] - 0s 730us/step - loss: 0.3411 - accuracy: 0.8592
Epoch 291/500
225/225 [==============================] - 0s 745us/step - loss: 0.3417 - accuracy: 0.8587
Epoch 292/500
225/225 [==============================] - 0s 748us/step - loss: 0.3414 - accuracy: 0.8576
Epoch 293/500
225/225 [==============================] - 0s 720us/step - loss: 0.3414 - accuracy: 0.8589
Epoch 294/500
225/225 [==============================] - 0s 785us/step - loss: 0.3414 - accuracy: 0.8582
Epoch 295/500
225/225 [==============================] - 0s 769us/step - loss: 0.3414 - accuracy: 0.8562
Epoch 296/500
225/225 [==============================] - 0s 726us/step - loss: 0.3414 - accuracy: 0.8571
Epoch 297/500
225/225 [==============================] - 0s 745us/step - loss: 0.3412 - accuracy: 0.8576
Epoch 298/500
225/225 [==============================] - 0s 754us/step - loss: 0.3412 - accuracy: 0.8592
Epoch 299/500
225/225 [==============================] - 0s 724us/step - loss: 0.3414 - accuracy: 0.8593
Epoch 300/500
225/225 [==============================] - 0s 766us/step - loss: 0.3408 - accuracy: 0.8604
Epoch 301/500
225/225 [==============================] - 0s 743us/step - loss: 0.3413 - accuracy: 0.8581
Epoch 302/500
225/225 [==============================] - 0s 731us/step - loss: 0.3408 - accuracy: 0.8594
Epoch 303/500
225/225 [==============================] - 0s 726us/step - loss: 0.3413 - accuracy: 0.8585
Epoch 304/500
225/225 [==============================] - 0s 745us/step - loss: 0.3410 - accuracy: 0.8596
Epoch 305/500
225/225 [==============================] - 0s 789us/step - loss: 0.3412 - accuracy: 0.8582
Epoch 306/500
225/225 [==============================] - 0s 722us/step - loss: 0.3401 - accuracy: 0.8589
Epoch 307/500
225/225 [==============================] - 0s 747us/step - loss: 0.3411 - accuracy: 0.8586
Epoch 308/500
225/225 [==============================] - 0s 746us/step - loss: 0.3405 - accuracy: 0.8586
Epoch 309/500
225/225 [==============================] - 0s 722us/step - loss: 0.3410 - accuracy: 0.8587
Epoch 310/500
225/225 [==============================] - 0s 752us/step - loss: 0.3407 - accuracy: 0.8594
Epoch 311/500
225/225 [==============================] - 0s 787us/step - loss: 0.3409 - accuracy: 0.8594
Epoch 312/500
225/225 [==============================] - 0s 738us/step - loss: 0.3409 - accuracy: 0.8587
Epoch 313/500
225/225 [==============================] - 0s 759us/step - loss: 0.3410 - accuracy: 0.8594
Epoch 314/500
225/225 [==============================] - 0s 735us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 315/500
225/225 [==============================] - 0s 744us/step - loss: 0.3407 - accuracy: 0.8583
Epoch 316/500
225/225 [==============================] - 0s 759us/step - loss: 0.3409 - accuracy: 0.8596
Epoch 317/500
225/225 [==============================] - 0s 739us/step - loss: 0.3406 - accuracy: 0.8579
Epoch 318/500
225/225 [==============================] - 0s 728us/step - loss: 0.3408 - accuracy: 0.8581
Epoch 319/500
225/225 [==============================] - 0s 770us/step - loss: 0.3407 - accuracy: 0.8578
Epoch 320/500
225/225 [==============================] - 0s 738us/step - loss: 0.3411 - accuracy: 0.8592
Epoch 321/500
225/225 [==============================] - 0s 727us/step - loss: 0.3409 - accuracy: 0.8567
Epoch 322/500
225/225 [==============================] - 0s 744us/step - loss: 0.3408 - accuracy: 0.8606
Epoch 323/500
225/225 [==============================] - 0s 737us/step - loss: 0.3407 - accuracy: 0.8585
Epoch 324/500
225/225 [==============================] - 0s 778us/step - loss: 0.3408 - accuracy: 0.8585
Epoch 325/500
225/225 [==============================] - 0s 751us/step - loss: 0.3409 - accuracy: 0.8585
Epoch 326/500
225/225 [==============================] - 0s 741us/step - loss: 0.3405 - accuracy: 0.8589
Epoch 327/500
225/225 [==============================] - 0s 728us/step - loss: 0.3412 - accuracy: 0.8589
Epoch 328/500
225/225 [==============================] - 0s 797us/step - loss: 0.3406 - accuracy: 0.8578
Epoch 329/500
225/225 [==============================] - 0s 749us/step - loss: 0.3406 - accuracy: 0.8576
Epoch 330/500
225/225 [==============================] - 0s 749us/step - loss: 0.3402 - accuracy: 0.8597
Epoch 331/500
225/225 [==============================] - 0s 733us/step - loss: 0.3407 - accuracy: 0.8592
Epoch 332/500
225/225 [==============================] - 0s 746us/step - loss: 0.3406 - accuracy: 0.8589
Epoch 333/500
225/225 [==============================] - 0s 744us/step - loss: 0.3406 - accuracy: 0.8579
Epoch 334/500
225/225 [==============================] - 0s 754us/step - loss: 0.3407 - accuracy: 0.8578
Epoch 335/500
225/225 [==============================] - 0s 754us/step - loss: 0.3405 - accuracy: 0.8581
Epoch 336/500
225/225 [==============================] - 0s 740us/step - loss: 0.3407 - accuracy: 0.8578
Epoch 337/500
225/225 [==============================] - 0s 730us/step - loss: 0.3409 - accuracy: 0.8568
Epoch 338/500
225/225 [==============================] - 0s 738us/step - loss: 0.3405 - accuracy: 0.8581
Epoch 339/500
225/225 [==============================] - 0s 744us/step - loss: 0.3408 - accuracy: 0.8576
Epoch 340/500
225/225 [==============================] - 0s 751us/step - loss: 0.3407 - accuracy: 0.8574
Epoch 341/500
225/225 [==============================] - 0s 745us/step - loss: 0.3406 - accuracy: 0.8586
Epoch 342/500
225/225 [==============================] - 0s 743us/step - loss: 0.3405 - accuracy: 0.8599
Epoch 343/500
225/225 [==============================] - 0s 735us/step - loss: 0.3402 - accuracy: 0.8607
Epoch 344/500
225/225 [==============================] - 0s 734us/step - loss: 0.3404 - accuracy: 0.8578
Epoch 345/500
225/225 [==============================] - 0s 777us/step - loss: 0.3407 - accuracy: 0.8594
Epoch 346/500
225/225 [==============================] - 0s 725us/step - loss: 0.3401 - accuracy: 0.8587
Epoch 347/500
225/225 [==============================] - 0s 779us/step - loss: 0.3405 - accuracy: 0.8587
Epoch 348/500
225/225 [==============================] - 0s 739us/step - loss: 0.3406 - accuracy: 0.8583
Epoch 349/500
225/225 [==============================] - 0s 731us/step - loss: 0.3402 - accuracy: 0.8597
Epoch 350/500
225/225 [==============================] - 0s 734us/step - loss: 0.3405 - accuracy: 0.8586
Epoch 351/500
225/225 [==============================] - 0s 748us/step - loss: 0.3401 - accuracy: 0.8593
Epoch 352/500
225/225 [==============================] - 0s 777us/step - loss: 0.3401 - accuracy: 0.8596
Epoch 353/500
225/225 [==============================] - 0s 744us/step - loss: 0.3403 - accuracy: 0.8590
Epoch 354/500
225/225 [==============================] - 0s 747us/step - loss: 0.3402 - accuracy: 0.8583
Epoch 355/500
225/225 [==============================] - 0s 746us/step - loss: 0.3405 - accuracy: 0.8567
Epoch 356/500
225/225 [==============================] - 0s 724us/step - loss: 0.3405 - accuracy: 0.8575
Epoch 357/500
225/225 [==============================] - 0s 749us/step - loss: 0.3400 - accuracy: 0.8583
Epoch 358/500
225/225 [==============================] - 0s 795us/step - loss: 0.3403 - accuracy: 0.8582
Epoch 359/500
225/225 [==============================] - 0s 730us/step - loss: 0.3400 - accuracy: 0.8589
Epoch 360/500
225/225 [==============================] - 0s 742us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 361/500
225/225 [==============================] - 0s 739us/step - loss: 0.3402 - accuracy: 0.8583
Epoch 362/500
225/225 [==============================] - 0s 733us/step - loss: 0.3404 - accuracy: 0.8600
Epoch 363/500
225/225 [==============================] - 0s 742us/step - loss: 0.3400 - accuracy: 0.8599
Epoch 364/500
225/225 [==============================] - 0s 791us/step - loss: 0.3403 - accuracy: 0.8583
Epoch 365/500
225/225 [==============================] - 0s 722us/step - loss: 0.3401 - accuracy: 0.8581
Epoch 366/500
225/225 [==============================] - 0s 750us/step - loss: 0.3403 - accuracy: 0.8594
Epoch 367/500
225/225 [==============================] - 0s 738us/step - loss: 0.3399 - accuracy: 0.8585
Epoch 368/500
225/225 [==============================] - 0s 727us/step - loss: 0.3404 - accuracy: 0.8579
Epoch 369/500
225/225 [==============================] - 0s 749us/step - loss: 0.3404 - accuracy: 0.8583
Epoch 370/500
225/225 [==============================] - 0s 791us/step - loss: 0.3401 - accuracy: 0.8582
Epoch 371/500
225/225 [==============================] - 0s 733us/step - loss: 0.3398 - accuracy: 0.8582
Epoch 372/500
225/225 [==============================] - 0s 745us/step - loss: 0.3402 - accuracy: 0.8587
Epoch 373/500
225/225 [==============================] - 0s 728us/step - loss: 0.3401 - accuracy: 0.8582
Epoch 374/500
225/225 [==============================] - 0s 728us/step - loss: 0.3403 - accuracy: 0.8586
Epoch 375/500
225/225 [==============================] - 0s 861us/step - loss: 0.3401 - accuracy: 0.8604
Epoch 376/500
225/225 [==============================] - 0s 766us/step - loss: 0.3400 - accuracy: 0.8592
Epoch 377/500
225/225 [==============================] - 0s 744us/step - loss: 0.3400 - accuracy: 0.8592
Epoch 378/500
225/225 [==============================] - 0s 741us/step - loss: 0.3401 - accuracy: 0.8585
Epoch 379/500
225/225 [==============================] - 0s 756us/step - loss: 0.3402 - accuracy: 0.8578
Epoch 380/500
225/225 [==============================] - 0s 729us/step - loss: 0.3401 - accuracy: 0.8565
Epoch 381/500
225/225 [==============================] - 0s 739us/step - loss: 0.3402 - accuracy: 0.8583
Epoch 382/500
225/225 [==============================] - 0s 789us/step - loss: 0.3397 - accuracy: 0.8581
Epoch 383/500
225/225 [==============================] - 0s 739us/step - loss: 0.3401 - accuracy: 0.8583
Epoch 384/500
225/225 [==============================] - 0s 731us/step - loss: 0.3396 - accuracy: 0.8586
Epoch 385/500
225/225 [==============================] - 0s 743us/step - loss: 0.3397 - accuracy: 0.8583
Epoch 386/500
225/225 [==============================] - 0s 743us/step - loss: 0.3398 - accuracy: 0.8583
Epoch 387/500
225/225 [==============================] - 0s 845us/step - loss: 0.3400 - accuracy: 0.8587
Epoch 388/500
225/225 [==============================] - 0s 744us/step - loss: 0.3400 - accuracy: 0.8569
Epoch 389/500
225/225 [==============================] - 0s 741us/step - loss: 0.3401 - accuracy: 0.8576
Epoch 390/500
225/225 [==============================] - 0s 731us/step - loss: 0.3400 - accuracy: 0.8576
Epoch 391/500
225/225 [==============================] - 0s 740us/step - loss: 0.3397 - accuracy: 0.8592
Epoch 392/500
225/225 [==============================] - 0s 743us/step - loss: 0.3397 - accuracy: 0.8579
Epoch 393/500
225/225 [==============================] - 0s 785us/step - loss: 0.3399 - accuracy: 0.8589
Epoch 394/500
225/225 [==============================] - 0s 745us/step - loss: 0.3396 - accuracy: 0.8593
Epoch 395/500
225/225 [==============================] - 0s 744us/step - loss: 0.3399 - accuracy: 0.8583
Epoch 396/500
225/225 [==============================] - 0s 730us/step - loss: 0.3396 - accuracy: 0.8589
Epoch 397/500
225/225 [==============================] - 0s 745us/step - loss: 0.3400 - accuracy: 0.8593
Epoch 398/500
225/225 [==============================] - 0s 738us/step - loss: 0.3397 - accuracy: 0.8593
Epoch 399/500
225/225 [==============================] - 0s 756us/step - loss: 0.3398 - accuracy: 0.8578
Epoch 400/500
225/225 [==============================] - 0s 743us/step - loss: 0.3397 - accuracy: 0.8585
Epoch 401/500
225/225 [==============================] - 0s 742us/step - loss: 0.3396 - accuracy: 0.8574
Epoch 402/500
225/225 [==============================] - 0s 735us/step - loss: 0.3399 - accuracy: 0.8581
Epoch 403/500
225/225 [==============================] - 0s 744us/step - loss: 0.3392 - accuracy: 0.8589
Epoch 404/500
225/225 [==============================] - 0s 749us/step - loss: 0.3399 - accuracy: 0.8582
Epoch 405/500
225/225 [==============================] - 0s 792us/step - loss: 0.3401 - accuracy: 0.8593
Epoch 406/500
225/225 [==============================] - 0s 727us/step - loss: 0.3398 - accuracy: 0.8587
Epoch 407/500
225/225 [==============================] - 0s 744us/step - loss: 0.3399 - accuracy: 0.8578
Epoch 408/500
225/225 [==============================] - 0s 755us/step - loss: 0.3391 - accuracy: 0.8586
Epoch 409/500
225/225 [==============================] - 0s 726us/step - loss: 0.3399 - accuracy: 0.8571
Epoch 410/500
225/225 [==============================] - 0s 739us/step - loss: 0.3397 - accuracy: 0.8582
Epoch 411/500
225/225 [==============================] - 0s 795us/step - loss: 0.3395 - accuracy: 0.8590
Epoch 412/500
225/225 [==============================] - 0s 744us/step - loss: 0.3397 - accuracy: 0.8594
Epoch 413/500
225/225 [==============================] - 0s 743us/step - loss: 0.3395 - accuracy: 0.8579
Epoch 414/500
225/225 [==============================] - 0s 782us/step - loss: 0.3396 - accuracy: 0.8589
Epoch 415/500
225/225 [==============================] - 0s 730us/step - loss: 0.3398 - accuracy: 0.8576
Epoch 416/500
225/225 [==============================] - 0s 743us/step - loss: 0.3399 - accuracy: 0.8587
Epoch 417/500
225/225 [==============================] - 0s 754us/step - loss: 0.3396 - accuracy: 0.8587
Epoch 418/500
225/225 [==============================] - 0s 732us/step - loss: 0.3398 - accuracy: 0.8575
Epoch 419/500
225/225 [==============================] - 0s 744us/step - loss: 0.3397 - accuracy: 0.8574
Epoch 420/500
225/225 [==============================] - 0s 751us/step - loss: 0.3396 - accuracy: 0.8567
Epoch 421/500
225/225 [==============================] - 0s 838us/step - loss: 0.3398 - accuracy: 0.8579
Epoch 422/500
225/225 [==============================] - 0s 790us/step - loss: 0.3396 - accuracy: 0.8587
Epoch 423/500
225/225 [==============================] - 0s 736us/step - loss: 0.3395 - accuracy: 0.8587
Epoch 424/500
225/225 [==============================] - 0s 735us/step - loss: 0.3392 - accuracy: 0.8596
Epoch 425/500
225/225 [==============================] - 0s 740us/step - loss: 0.3395 - accuracy: 0.8575
Epoch 426/500
225/225 [==============================] - 0s 738us/step - loss: 0.3395 - accuracy: 0.8575
Epoch 427/500
225/225 [==============================] - 0s 740us/step - loss: 0.3397 - accuracy: 0.8590
Epoch 428/500
225/225 [==============================] - 0s 750us/step - loss: 0.3396 - accuracy: 0.8574
Epoch 429/500
225/225 [==============================] - 0s 744us/step - loss: 0.3397 - accuracy: 0.8586
Epoch 430/500
225/225 [==============================] - 0s 746us/step - loss: 0.3397 - accuracy: 0.8586
Epoch 431/500
225/225 [==============================] - 0s 739us/step - loss: 0.3396 - accuracy: 0.8587
Epoch 432/500
225/225 [==============================] - 0s 741us/step - loss: 0.3394 - accuracy: 0.8586
Epoch 433/500
225/225 [==============================] - 0s 737us/step - loss: 0.3397 - accuracy: 0.8578
Epoch 434/500
225/225 [==============================] - 0s 777us/step - loss: 0.3396 - accuracy: 0.8599
Epoch 435/500
225/225 [==============================] - 0s 753us/step - loss: 0.3393 - accuracy: 0.8583
Epoch 436/500
225/225 [==============================] - 0s 763us/step - loss: 0.3397 - accuracy: 0.8590
Epoch 437/500
225/225 [==============================] - 0s 741us/step - loss: 0.3395 - accuracy: 0.8578
Epoch 438/500
225/225 [==============================] - 0s 745us/step - loss: 0.3391 - accuracy: 0.8582
Epoch 439/500
225/225 [==============================] - 0s 742us/step - loss: 0.3395 - accuracy: 0.8593
Epoch 440/500
225/225 [==============================] - 0s 795us/step - loss: 0.3393 - accuracy: 0.8581
Epoch 441/500
225/225 [==============================] - 0s 728us/step - loss: 0.3396 - accuracy: 0.8575
Epoch 442/500
225/225 [==============================] - 0s 743us/step - loss: 0.3396 - accuracy: 0.8581
Epoch 443/500
225/225 [==============================] - 0s 747us/step - loss: 0.3393 - accuracy: 0.8589
Epoch 444/500
225/225 [==============================] - 0s 733us/step - loss: 0.3390 - accuracy: 0.8597
Epoch 445/500
225/225 [==============================] - 0s 747us/step - loss: 0.3391 - accuracy: 0.8587
Epoch 446/500
225/225 [==============================] - 0s 792us/step - loss: 0.3393 - accuracy: 0.8604
Epoch 447/500
225/225 [==============================] - 0s 731us/step - loss: 0.3393 - accuracy: 0.8589
Epoch 448/500
225/225 [==============================] - 0s 780us/step - loss: 0.3396 - accuracy: 0.8596
Epoch 449/500
225/225 [==============================] - 0s 754us/step - loss: 0.3395 - accuracy: 0.8587
Epoch 450/500
225/225 [==============================] - 0s 736us/step - loss: 0.3397 - accuracy: 0.8585
Epoch 451/500
225/225 [==============================] - 0s 740us/step - loss: 0.3394 - accuracy: 0.8587
Epoch 452/500
225/225 [==============================] - 0s 793us/step - loss: 0.3396 - accuracy: 0.8576
Epoch 453/500
225/225 [==============================] - 0s 725us/step - loss: 0.3390 - accuracy: 0.8589
Epoch 454/500
225/225 [==============================] - 0s 743us/step - loss: 0.3392 - accuracy: 0.8593
Epoch 455/500
225/225 [==============================] - 0s 759us/step - loss: 0.3393 - accuracy: 0.8581
Epoch 456/500
225/225 [==============================] - 0s 734us/step - loss: 0.3395 - accuracy: 0.8586
Epoch 457/500
225/225 [==============================] - 0s 754us/step - loss: 0.3392 - accuracy: 0.8578
Epoch 458/500
225/225 [==============================] - 0s 748us/step - loss: 0.3396 - accuracy: 0.8590
Epoch 459/500
225/225 [==============================] - 0s 733us/step - loss: 0.3394 - accuracy: 0.8569
Epoch 460/500
225/225 [==============================] - 0s 737us/step - loss: 0.3391 - accuracy: 0.8590
Epoch 461/500
225/225 [==============================] - 0s 747us/step - loss: 0.3394 - accuracy: 0.8597
Epoch 462/500
225/225 [==============================] - 0s 745us/step - loss: 0.3395 - accuracy: 0.8585
Epoch 463/500
225/225 [==============================] - 0s 731us/step - loss: 0.3393 - accuracy: 0.8576
Epoch 464/500
225/225 [==============================] - 0s 810us/step - loss: 0.3394 - accuracy: 0.8575
Epoch 465/500
225/225 [==============================] - 0s 744us/step - loss: 0.3395 - accuracy: 0.8587
Epoch 466/500
225/225 [==============================] - 0s 729us/step - loss: 0.3389 - accuracy: 0.8606
Epoch 467/500
225/225 [==============================] - 0s 746us/step - loss: 0.3392 - accuracy: 0.8565
Epoch 468/500
225/225 [==============================] - 0s 739us/step - loss: 0.3395 - accuracy: 0.8583
Epoch 469/500
225/225 [==============================] - 0s 766us/step - loss: 0.3394 - accuracy: 0.8599
Epoch 470/500
225/225 [==============================] - 0s 781us/step - loss: 0.3393 - accuracy: 0.8579
Epoch 471/500
225/225 [==============================] - 0s 739us/step - loss: 0.3395 - accuracy: 0.8599
Epoch 472/500
225/225 [==============================] - 0s 741us/step - loss: 0.3392 - accuracy: 0.8593
Epoch 473/500
225/225 [==============================] - 0s 757us/step - loss: 0.3394 - accuracy: 0.8589
Epoch 474/500
225/225 [==============================] - 0s 741us/step - loss: 0.3391 - accuracy: 0.8585
Epoch 475/500
225/225 [==============================] - 0s 771us/step - loss: 0.3393 - accuracy: 0.8590
Epoch 476/500
225/225 [==============================] - 0s 753us/step - loss: 0.3391 - accuracy: 0.8589
Epoch 477/500
225/225 [==============================] - 0s 745us/step - loss: 0.3391 - accuracy: 0.8587
Epoch 478/500
225/225 [==============================] - 0s 725us/step - loss: 0.3390 - accuracy: 0.8590
Epoch 479/500
225/225 [==============================] - 0s 743us/step - loss: 0.3394 - accuracy: 0.8574
Epoch 480/500
225/225 [==============================] - 0s 740us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 481/500
225/225 [==============================] - 0s 758us/step - loss: 0.3392 - accuracy: 0.8600
Epoch 482/500
225/225 [==============================] - 0s 729us/step - loss: 0.3392 - accuracy: 0.8594
Epoch 483/500
225/225 [==============================] - 0s 744us/step - loss: 0.3392 - accuracy: 0.8585
Epoch 484/500
225/225 [==============================] - 0s 742us/step - loss: 0.3392 - accuracy: 0.8582
Epoch 485/500
225/225 [==============================] - 0s 735us/step - loss: 0.3391 - accuracy: 0.8582
Epoch 486/500
225/225 [==============================] - 0s 738us/step - loss: 0.3391 - accuracy: 0.8572
Epoch 487/500
225/225 [==============================] - 0s 816us/step - loss: 0.3394 - accuracy: 0.8583
Epoch 488/500
225/225 [==============================] - 0s 880us/step - loss: 0.3391 - accuracy: 0.8583
Epoch 489/500
225/225 [==============================] - 0s 764us/step - loss: 0.3389 - accuracy: 0.8592
Epoch 490/500
225/225 [==============================] - 0s 809us/step - loss: 0.3391 - accuracy: 0.8596
Epoch 491/500
225/225 [==============================] - 0s 765us/step - loss: 0.3389 - accuracy: 0.8587
Epoch 492/500
225/225 [==============================] - 0s 742us/step - loss: 0.3390 - accuracy: 0.8590
Epoch 493/500
225/225 [==============================] - 0s 769us/step - loss: 0.3387 - accuracy: 0.8585
Epoch 494/500
225/225 [==============================] - 0s 782us/step - loss: 0.3396 - accuracy: 0.8578
Epoch 495/500
225/225 [==============================] - 0s 744us/step - loss: 0.3389 - accuracy: 0.8582
Epoch 496/500
225/225 [==============================] - 0s 782us/step - loss: 0.3391 - accuracy: 0.8593
Epoch 497/500
225/225 [==============================] - 0s 756us/step - loss: 0.3393 - accuracy: 0.8582
Epoch 498/500
225/225 [==============================] - 0s 760us/step - loss: 0.3392 - accuracy: 0.8583
Epoch 499/500
225/225 [==============================] - 0s 817us/step - loss: 0.3394 - accuracy: 0.8583
Epoch 500/500
225/225 [==============================] - 0s 875us/step - loss: 0.3392 - accuracy: 0.8593
Epoch 1/500
225/225 [==============================] - 0s 720us/step - loss: 0.6219 - accuracy: 0.7986
Epoch 2/500
225/225 [==============================] - 0s 745us/step - loss: 0.5477 - accuracy: 0.7986
Epoch 3/500
225/225 [==============================] - 0s 728us/step - loss: 0.5208 - accuracy: 0.7986
Epoch 4/500
225/225 [==============================] - 0s 714us/step - loss: 0.5103 - accuracy: 0.7986
Epoch 5/500
225/225 [==============================] - 0s 849us/step - loss: 0.5059 - accuracy: 0.7986
Epoch 6/500
225/225 [==============================] - 0s 722us/step - loss: 0.5040 - accuracy: 0.7986
Epoch 7/500
225/225 [==============================] - 0s 733us/step - loss: 0.5031 - accuracy: 0.7986
Epoch 8/500
225/225 [==============================] - 0s 735us/step - loss: 0.5027 - accuracy: 0.7986
Epoch 9/500
225/225 [==============================] - 0s 718us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 10/500
225/225 [==============================] - 0s 749us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 11/500
225/225 [==============================] - 0s 726us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 12/500
225/225 [==============================] - 0s 706us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 13/500
225/225 [==============================] - 0s 732us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 14/500
225/225 [==============================] - 0s 755us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/500
225/225 [==============================] - 0s 725us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 16/500
225/225 [==============================] - 0s 740us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/500
225/225 [==============================] - 0s 731us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 18/500
225/225 [==============================] - 0s 766us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 19/500
225/225 [==============================] - 0s 746us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 20/500
225/225 [==============================] - 0s 730us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 21/500
225/225 [==============================] - 0s 728us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 22/500
225/225 [==============================] - 0s 732us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 23/500
225/225 [==============================] - 0s 735us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/500
225/225 [==============================] - 0s 723us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/500
225/225 [==============================] - 0s 745us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/500
225/225 [==============================] - 0s 751us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/500
225/225 [==============================] - 0s 753us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/500
225/225 [==============================] - 0s 726us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/500
225/225 [==============================] - 0s 736us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/500
225/225 [==============================] - 0s 732us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/500
225/225 [==============================] - 0s 765us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/500
225/225 [==============================] - 0s 733us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/500
225/225 [==============================] - 0s 729us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/500
225/225 [==============================] - 0s 728us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/500
225/225 [==============================] - 0s 735us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/500
225/225 [==============================] - 0s 731us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/500
225/225 [==============================] - 0s 758us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/500
225/225 [==============================] - 0s 740us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/500
225/225 [==============================] - 0s 730us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/500
225/225 [==============================] - 0s 729us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 41/500
225/225 [==============================] - 0s 737us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 42/500
225/225 [==============================] - 0s 728us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 43/500
225/225 [==============================] - 0s 750us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 44/500
225/225 [==============================] - 0s 724us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 45/500
225/225 [==============================] - 0s 728us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 46/500
225/225 [==============================] - 0s 737us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 47/500
225/225 [==============================] - 0s 743us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 48/500
225/225 [==============================] - 0s 718us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 49/500
225/225 [==============================] - 0s 773us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 50/500
225/225 [==============================] - 0s 749us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 51/500
225/225 [==============================] - 0s 739us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 52/500
225/225 [==============================] - 0s 736us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 53/500
225/225 [==============================] - 0s 741us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 54/500
225/225 [==============================] - 0s 721us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 55/500
225/225 [==============================] - 0s 774us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 56/500
225/225 [==============================] - 0s 735us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 57/500
225/225 [==============================] - 0s 741us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 58/500
225/225 [==============================] - 0s 721us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 59/500
225/225 [==============================] - 0s 732us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 60/500
225/225 [==============================] - 0s 740us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 61/500
225/225 [==============================] - 0s 767us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 62/500
225/225 [==============================] - 0s 755us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 63/500
225/225 [==============================] - 0s 741us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 64/500
225/225 [==============================] - 0s 718us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 65/500
225/225 [==============================] - 0s 738us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 66/500
225/225 [==============================] - 0s 748us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 67/500
225/225 [==============================] - 0s 738us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 68/500
225/225 [==============================] - 0s 730us/step - loss: 0.5011 - accuracy: 0.7986
Epoch 69/500
225/225 [==============================] - 0s 740us/step - loss: 0.5009 - accuracy: 0.7986
Epoch 70/500
225/225 [==============================] - 0s 713us/step - loss: 0.5007 - accuracy: 0.7986
Epoch 71/500
225/225 [==============================] - 0s 736us/step - loss: 0.5004 - accuracy: 0.7986
Epoch 72/500
225/225 [==============================] - 0s 734us/step - loss: 0.5001 - accuracy: 0.7986
Epoch 73/500
225/225 [==============================] - 0s 757us/step - loss: 0.4997 - accuracy: 0.7986
Epoch 74/500
225/225 [==============================] - 0s 732us/step - loss: 0.4992 - accuracy: 0.7986
Epoch 75/500
225/225 [==============================] - 0s 744us/step - loss: 0.4986 - accuracy: 0.7986
Epoch 76/500
225/225 [==============================] - 0s 720us/step - loss: 0.4978 - accuracy: 0.7986
Epoch 77/500
225/225 [==============================] - 0s 736us/step - loss: 0.4968 - accuracy: 0.7986
Epoch 78/500
225/225 [==============================] - 0s 742us/step - loss: 0.4956 - accuracy: 0.7986
Epoch 79/500
225/225 [==============================] - 0s 772us/step - loss: 0.4941 - accuracy: 0.7986
Epoch 80/500
225/225 [==============================] - 0s 730us/step - loss: 0.4921 - accuracy: 0.7986
Epoch 81/500
225/225 [==============================] - 0s 741us/step - loss: 0.4897 - accuracy: 0.7986
Epoch 82/500
225/225 [==============================] - 0s 726us/step - loss: 0.4866 - accuracy: 0.7986
Epoch 83/500
225/225 [==============================] - 0s 735us/step - loss: 0.4827 - accuracy: 0.7986
Epoch 84/500
225/225 [==============================] - 0s 745us/step - loss: 0.4780 - accuracy: 0.7986
Epoch 85/500
225/225 [==============================] - 0s 807us/step - loss: 0.4724 - accuracy: 0.7986
Epoch 86/500
225/225 [==============================] - 0s 754us/step - loss: 0.4662 - accuracy: 0.7986
Epoch 87/500
225/225 [==============================] - 0s 749us/step - loss: 0.4597 - accuracy: 0.7986
Epoch 88/500
225/225 [==============================] - 0s 738us/step - loss: 0.4532 - accuracy: 0.7986
Epoch 89/500
225/225 [==============================] - 0s 752us/step - loss: 0.4471 - accuracy: 0.7986
Epoch 90/500
225/225 [==============================] - 0s 866us/step - loss: 0.4419 - accuracy: 0.7986
Epoch 91/500
225/225 [==============================] - 0s 771us/step - loss: 0.4375 - accuracy: 0.7986
Epoch 92/500
225/225 [==============================] - 0s 726us/step - loss: 0.4343 - accuracy: 0.7986
Epoch 93/500
225/225 [==============================] - 0s 735us/step - loss: 0.4319 - accuracy: 0.7986
Epoch 94/500
225/225 [==============================] - 0s 738us/step - loss: 0.4303 - accuracy: 0.7986
Epoch 95/500
225/225 [==============================] - 0s 725us/step - loss: 0.4293 - accuracy: 0.7985
Epoch 96/500
225/225 [==============================] - 0s 759us/step - loss: 0.4285 - accuracy: 0.7969
Epoch 97/500
225/225 [==============================] - 0s 726us/step - loss: 0.4280 - accuracy: 0.7978
Epoch 98/500
225/225 [==============================] - 0s 727us/step - loss: 0.4276 - accuracy: 0.7992
Epoch 99/500
225/225 [==============================] - 0s 731us/step - loss: 0.4271 - accuracy: 0.8007
Epoch 100/500
225/225 [==============================] - 0s 726us/step - loss: 0.4267 - accuracy: 0.8042
Epoch 101/500
225/225 [==============================] - 0s 724us/step - loss: 0.4263 - accuracy: 0.8040
Epoch 102/500
225/225 [==============================] - 0s 748us/step - loss: 0.4258 - accuracy: 0.8079
Epoch 103/500
225/225 [==============================] - 0s 728us/step - loss: 0.4251 - accuracy: 0.8096
Epoch 104/500
225/225 [==============================] - 0s 714us/step - loss: 0.4244 - accuracy: 0.8149
Epoch 105/500
225/225 [==============================] - 0s 765us/step - loss: 0.4235 - accuracy: 0.8169
Epoch 106/500
225/225 [==============================] - 0s 727us/step - loss: 0.4224 - accuracy: 0.8199
Epoch 107/500
225/225 [==============================] - 0s 732us/step - loss: 0.4212 - accuracy: 0.8238
Epoch 108/500
225/225 [==============================] - 0s 756us/step - loss: 0.4200 - accuracy: 0.8254
Epoch 109/500
225/225 [==============================] - 0s 739us/step - loss: 0.4187 - accuracy: 0.8283
Epoch 110/500
225/225 [==============================] - 0s 750us/step - loss: 0.4175 - accuracy: 0.8279
Epoch 111/500
225/225 [==============================] - 0s 733us/step - loss: 0.4164 - accuracy: 0.8299
Epoch 112/500
225/225 [==============================] - 0s 732us/step - loss: 0.4153 - accuracy: 0.8322
Epoch 113/500
225/225 [==============================] - 0s 728us/step - loss: 0.4143 - accuracy: 0.8324
Epoch 114/500
225/225 [==============================] - 0s 751us/step - loss: 0.4134 - accuracy: 0.8347
Epoch 115/500
225/225 [==============================] - 0s 732us/step - loss: 0.4126 - accuracy: 0.8346
Epoch 116/500
225/225 [==============================] - 0s 714us/step - loss: 0.4119 - accuracy: 0.8354
Epoch 117/500
225/225 [==============================] - 0s 745us/step - loss: 0.4112 - accuracy: 0.8343
Epoch 118/500
225/225 [==============================] - 0s 733us/step - loss: 0.4106 - accuracy: 0.8347
Epoch 119/500
225/225 [==============================] - 0s 716us/step - loss: 0.4101 - accuracy: 0.8357
Epoch 120/500
225/225 [==============================] - 0s 755us/step - loss: 0.4095 - accuracy: 0.8363
Epoch 121/500
225/225 [==============================] - 0s 742us/step - loss: 0.4089 - accuracy: 0.8354
Epoch 122/500
225/225 [==============================] - 0s 745us/step - loss: 0.4084 - accuracy: 0.8360
Epoch 123/500
225/225 [==============================] - 0s 737us/step - loss: 0.4079 - accuracy: 0.8360
Epoch 124/500
225/225 [==============================] - 0s 736us/step - loss: 0.4074 - accuracy: 0.8363
Epoch 125/500
225/225 [==============================] - 0s 713us/step - loss: 0.4071 - accuracy: 0.8367
Epoch 126/500
225/225 [==============================] - 0s 763us/step - loss: 0.4066 - accuracy: 0.8368
Epoch 127/500
225/225 [==============================] - 0s 729us/step - loss: 0.4061 - accuracy: 0.8378
Epoch 128/500
225/225 [==============================] - 0s 802us/step - loss: 0.4058 - accuracy: 0.8372
Epoch 129/500
225/225 [==============================] - 0s 766us/step - loss: 0.4053 - accuracy: 0.8357
Epoch 130/500
225/225 [==============================] - 0s 870us/step - loss: 0.4049 - accuracy: 0.8374
Epoch 131/500
225/225 [==============================] - 0s 763us/step - loss: 0.4047 - accuracy: 0.8369
Epoch 132/500
225/225 [==============================] - 0s 739us/step - loss: 0.4046 - accuracy: 0.8363
Epoch 133/500
225/225 [==============================] - 0s 732us/step - loss: 0.4042 - accuracy: 0.8386
Epoch 134/500
225/225 [==============================] - 0s 747us/step - loss: 0.4039 - accuracy: 0.8372
Epoch 135/500
225/225 [==============================] - 0s 722us/step - loss: 0.4037 - accuracy: 0.8378
Epoch 136/500
225/225 [==============================] - 0s 739us/step - loss: 0.4034 - accuracy: 0.8361
Epoch 137/500
225/225 [==============================] - 0s 763us/step - loss: 0.4029 - accuracy: 0.8365
Epoch 138/500
225/225 [==============================] - 0s 749us/step - loss: 0.4027 - accuracy: 0.8382
Epoch 139/500
225/225 [==============================] - 0s 741us/step - loss: 0.4026 - accuracy: 0.8371
Epoch 140/500
225/225 [==============================] - 0s 888us/step - loss: 0.4023 - accuracy: 0.8383
Epoch 141/500
225/225 [==============================] - 0s 738us/step - loss: 0.4021 - accuracy: 0.8382
Epoch 142/500
225/225 [==============================] - 0s 728us/step - loss: 0.4019 - accuracy: 0.8369
Epoch 143/500
225/225 [==============================] - 0s 772us/step - loss: 0.4014 - accuracy: 0.8379
Epoch 144/500
225/225 [==============================] - 0s 735us/step - loss: 0.4012 - accuracy: 0.8378
Epoch 145/500
225/225 [==============================] - 0s 755us/step - loss: 0.4008 - accuracy: 0.8369
Epoch 146/500
225/225 [==============================] - 0s 741us/step - loss: 0.4008 - accuracy: 0.8361
Epoch 147/500
225/225 [==============================] - 0s 731us/step - loss: 0.4005 - accuracy: 0.8371
Epoch 148/500
225/225 [==============================] - 0s 730us/step - loss: 0.4000 - accuracy: 0.8393
Epoch 149/500
225/225 [==============================] - 0s 761us/step - loss: 0.4000 - accuracy: 0.8360
Epoch 150/500
225/225 [==============================] - 0s 724us/step - loss: 0.3997 - accuracy: 0.8358
Epoch 151/500
225/225 [==============================] - 0s 718us/step - loss: 0.3996 - accuracy: 0.8385
Epoch 152/500
225/225 [==============================] - 0s 738us/step - loss: 0.3993 - accuracy: 0.8356
Epoch 153/500
225/225 [==============================] - 0s 737us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 154/500
225/225 [==============================] - 0s 720us/step - loss: 0.3990 - accuracy: 0.8369
Epoch 155/500
225/225 [==============================] - 0s 761us/step - loss: 0.3988 - accuracy: 0.8375
Epoch 156/500
225/225 [==============================] - 0s 723us/step - loss: 0.3987 - accuracy: 0.8363
Epoch 157/500
225/225 [==============================] - 0s 719us/step - loss: 0.3985 - accuracy: 0.8360
Epoch 158/500
225/225 [==============================] - 0s 852us/step - loss: 0.3984 - accuracy: 0.8363
Epoch 159/500
225/225 [==============================] - 0s 737us/step - loss: 0.3983 - accuracy: 0.8364
Epoch 160/500
225/225 [==============================] - 0s 724us/step - loss: 0.3980 - accuracy: 0.8372
Epoch 161/500
225/225 [==============================] - 0s 795us/step - loss: 0.3980 - accuracy: 0.8353
Epoch 162/500
225/225 [==============================] - 0s 738us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 163/500
225/225 [==============================] - 0s 726us/step - loss: 0.3976 - accuracy: 0.8372
Epoch 164/500
225/225 [==============================] - 0s 748us/step - loss: 0.3976 - accuracy: 0.8374
Epoch 165/500
225/225 [==============================] - 0s 773us/step - loss: 0.3975 - accuracy: 0.8361
Epoch 166/500
225/225 [==============================] - 0s 719us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 167/500
225/225 [==============================] - 0s 748us/step - loss: 0.3973 - accuracy: 0.8354
Epoch 168/500
225/225 [==============================] - 0s 753us/step - loss: 0.3973 - accuracy: 0.8363
Epoch 169/500
225/225 [==============================] - 0s 719us/step - loss: 0.3968 - accuracy: 0.8368
Epoch 170/500
225/225 [==============================] - 0s 740us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 171/500
225/225 [==============================] - 0s 725us/step - loss: 0.3968 - accuracy: 0.8371
Epoch 172/500
225/225 [==============================] - 0s 718us/step - loss: 0.3968 - accuracy: 0.8369
Epoch 173/500
225/225 [==============================] - 0s 737us/step - loss: 0.3966 - accuracy: 0.8357
Epoch 174/500
225/225 [==============================] - 0s 767us/step - loss: 0.3967 - accuracy: 0.8368
Epoch 175/500
225/225 [==============================] - 0s 722us/step - loss: 0.3964 - accuracy: 0.8382
Epoch 176/500
225/225 [==============================] - 0s 743us/step - loss: 0.3965 - accuracy: 0.8378
Epoch 177/500
225/225 [==============================] - 0s 739us/step - loss: 0.3964 - accuracy: 0.8378
Epoch 178/500
225/225 [==============================] - 0s 757us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 179/500
225/225 [==============================] - 0s 747us/step - loss: 0.3961 - accuracy: 0.8371
Epoch 180/500
225/225 [==============================] - 0s 727us/step - loss: 0.3960 - accuracy: 0.8351
Epoch 181/500
225/225 [==============================] - 0s 720us/step - loss: 0.3960 - accuracy: 0.8364
Epoch 182/500
225/225 [==============================] - 0s 741us/step - loss: 0.3958 - accuracy: 0.8388
Epoch 183/500
225/225 [==============================] - 0s 737us/step - loss: 0.3958 - accuracy: 0.8364
Epoch 184/500
225/225 [==============================] - 0s 723us/step - loss: 0.3954 - accuracy: 0.8356
Epoch 185/500
225/225 [==============================] - 0s 771us/step - loss: 0.3959 - accuracy: 0.8368
Epoch 186/500
225/225 [==============================] - 0s 729us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 187/500
225/225 [==============================] - 0s 726us/step - loss: 0.3956 - accuracy: 0.8346
Epoch 188/500
225/225 [==============================] - 0s 740us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 189/500
225/225 [==============================] - 0s 739us/step - loss: 0.3953 - accuracy: 0.8361
Epoch 190/500
225/225 [==============================] - 0s 758us/step - loss: 0.3951 - accuracy: 0.8367
Epoch 191/500
225/225 [==============================] - 0s 738us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 192/500
225/225 [==============================] - 0s 744us/step - loss: 0.3953 - accuracy: 0.8367
Epoch 193/500
225/225 [==============================] - 0s 737us/step - loss: 0.3952 - accuracy: 0.8364
Epoch 194/500
225/225 [==============================] - 0s 745us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 195/500
225/225 [==============================] - 0s 763us/step - loss: 0.3948 - accuracy: 0.8368
Epoch 196/500
225/225 [==============================] - 0s 736us/step - loss: 0.3949 - accuracy: 0.8358
Epoch 197/500
225/225 [==============================] - 0s 777us/step - loss: 0.3945 - accuracy: 0.8365
Epoch 198/500
225/225 [==============================] - 0s 735us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 199/500
225/225 [==============================] - 0s 730us/step - loss: 0.3947 - accuracy: 0.8365
Epoch 200/500
225/225 [==============================] - 0s 726us/step - loss: 0.3941 - accuracy: 0.8372
Epoch 201/500
225/225 [==============================] - 0s 736us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 202/500
225/225 [==============================] - 0s 770us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 203/500
225/225 [==============================] - 0s 746us/step - loss: 0.3943 - accuracy: 0.8354
Epoch 204/500
225/225 [==============================] - 0s 735us/step - loss: 0.3942 - accuracy: 0.8363
Epoch 205/500
225/225 [==============================] - 0s 734us/step - loss: 0.3943 - accuracy: 0.8363
Epoch 206/500
225/225 [==============================] - 0s 736us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 207/500
225/225 [==============================] - 0s 735us/step - loss: 0.3942 - accuracy: 0.8367
Epoch 208/500
225/225 [==============================] - 0s 760us/step - loss: 0.3941 - accuracy: 0.8361
Epoch 209/500
225/225 [==============================] - 0s 727us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 210/500
225/225 [==============================] - 0s 726us/step - loss: 0.3945 - accuracy: 0.8356
Epoch 211/500
225/225 [==============================] - 0s 728us/step - loss: 0.3939 - accuracy: 0.8342
Epoch 212/500
225/225 [==============================] - 0s 723us/step - loss: 0.3939 - accuracy: 0.8350
Epoch 213/500
225/225 [==============================] - 0s 737us/step - loss: 0.3936 - accuracy: 0.8363
Epoch 214/500
225/225 [==============================] - 0s 778us/step - loss: 0.3937 - accuracy: 0.8361
Epoch 215/500
225/225 [==============================] - 0s 722us/step - loss: 0.3936 - accuracy: 0.8364
Epoch 216/500
225/225 [==============================] - 0s 739us/step - loss: 0.3935 - accuracy: 0.8382
Epoch 217/500
225/225 [==============================] - 0s 730us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 218/500
225/225 [==============================] - 0s 737us/step - loss: 0.3939 - accuracy: 0.8363
Epoch 219/500
225/225 [==============================] - 0s 721us/step - loss: 0.3938 - accuracy: 0.8361
Epoch 220/500
225/225 [==============================] - 0s 758us/step - loss: 0.3937 - accuracy: 0.8360
Epoch 221/500
225/225 [==============================] - 0s 728us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 222/500
225/225 [==============================] - 0s 730us/step - loss: 0.3933 - accuracy: 0.8351
Epoch 223/500
225/225 [==============================] - 0s 724us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 224/500
225/225 [==============================] - 0s 728us/step - loss: 0.3932 - accuracy: 0.8357
Epoch 225/500
225/225 [==============================] - 0s 719us/step - loss: 0.3934 - accuracy: 0.8375
Epoch 226/500
225/225 [==============================] - 0s 762us/step - loss: 0.3930 - accuracy: 0.8364
Epoch 227/500
225/225 [==============================] - 0s 724us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 228/500
225/225 [==============================] - 0s 732us/step - loss: 0.3932 - accuracy: 0.8386
Epoch 229/500
225/225 [==============================] - 0s 721us/step - loss: 0.3929 - accuracy: 0.8368
Epoch 230/500
225/225 [==============================] - 0s 722us/step - loss: 0.3926 - accuracy: 0.8371
Epoch 231/500
225/225 [==============================] - 0s 717us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 232/500
225/225 [==============================] - 0s 769us/step - loss: 0.3928 - accuracy: 0.8371
Epoch 233/500
225/225 [==============================] - 0s 729us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 234/500
225/225 [==============================] - 0s 719us/step - loss: 0.3923 - accuracy: 0.8360
Epoch 235/500
225/225 [==============================] - 0s 721us/step - loss: 0.3929 - accuracy: 0.8358
Epoch 236/500
225/225 [==============================] - 0s 727us/step - loss: 0.3925 - accuracy: 0.8390
Epoch 237/500
225/225 [==============================] - 0s 722us/step - loss: 0.3923 - accuracy: 0.8374
Epoch 238/500
225/225 [==============================] - 0s 762us/step - loss: 0.3924 - accuracy: 0.8382
Epoch 239/500
225/225 [==============================] - 0s 727us/step - loss: 0.3927 - accuracy: 0.8358
Epoch 240/500
225/225 [==============================] - 0s 726us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 241/500
225/225 [==============================] - 0s 723us/step - loss: 0.3924 - accuracy: 0.8363
Epoch 242/500
225/225 [==============================] - 0s 730us/step - loss: 0.3923 - accuracy: 0.8379
Epoch 243/500
225/225 [==============================] - 0s 715us/step - loss: 0.3922 - accuracy: 0.8361
Epoch 244/500
225/225 [==============================] - 0s 744us/step - loss: 0.3923 - accuracy: 0.8364
Epoch 245/500
225/225 [==============================] - 0s 735us/step - loss: 0.3923 - accuracy: 0.8367
Epoch 246/500
225/225 [==============================] - 0s 725us/step - loss: 0.3919 - accuracy: 0.8361
Epoch 247/500
225/225 [==============================] - 0s 724us/step - loss: 0.3921 - accuracy: 0.8351
Epoch 248/500
225/225 [==============================] - 0s 730us/step - loss: 0.3915 - accuracy: 0.8372
Epoch 249/500
225/225 [==============================] - 0s 724us/step - loss: 0.3919 - accuracy: 0.8383
Epoch 250/500
225/225 [==============================] - 0s 759us/step - loss: 0.3919 - accuracy: 0.8364
Epoch 251/500
225/225 [==============================] - 0s 737us/step - loss: 0.3917 - accuracy: 0.8365
Epoch 252/500
225/225 [==============================] - 0s 726us/step - loss: 0.3915 - accuracy: 0.8382
Epoch 253/500
225/225 [==============================] - 0s 720us/step - loss: 0.3917 - accuracy: 0.8371
Epoch 254/500
225/225 [==============================] - 0s 734us/step - loss: 0.3906 - accuracy: 0.8367
Epoch 255/500
225/225 [==============================] - 0s 730us/step - loss: 0.3914 - accuracy: 0.8378
Epoch 256/500
225/225 [==============================] - 0s 767us/step - loss: 0.3912 - accuracy: 0.8363
Epoch 257/500
225/225 [==============================] - 0s 731us/step - loss: 0.3911 - accuracy: 0.8356
Epoch 258/500
225/225 [==============================] - 0s 721us/step - loss: 0.3912 - accuracy: 0.8369
Epoch 259/500
225/225 [==============================] - 0s 719us/step - loss: 0.3914 - accuracy: 0.8344
Epoch 260/500
225/225 [==============================] - 0s 725us/step - loss: 0.3909 - accuracy: 0.8372
Epoch 261/500
225/225 [==============================] - 0s 723us/step - loss: 0.3903 - accuracy: 0.8346
Epoch 262/500
225/225 [==============================] - 0s 761us/step - loss: 0.3902 - accuracy: 0.8363
Epoch 263/500
225/225 [==============================] - 0s 726us/step - loss: 0.3907 - accuracy: 0.8376
Epoch 264/500
225/225 [==============================] - 0s 739us/step - loss: 0.3903 - accuracy: 0.8369
Epoch 265/500
225/225 [==============================] - 0s 738us/step - loss: 0.3906 - accuracy: 0.8358
Epoch 266/500
225/225 [==============================] - 0s 728us/step - loss: 0.3905 - accuracy: 0.8386
Epoch 267/500
225/225 [==============================] - 0s 719us/step - loss: 0.3900 - accuracy: 0.8385
Epoch 268/500
225/225 [==============================] - 0s 761us/step - loss: 0.3905 - accuracy: 0.8374
Epoch 269/500
225/225 [==============================] - 0s 727us/step - loss: 0.3903 - accuracy: 0.8374
Epoch 270/500
225/225 [==============================] - 0s 721us/step - loss: 0.3900 - accuracy: 0.8368
Epoch 271/500
225/225 [==============================] - 0s 720us/step - loss: 0.3901 - accuracy: 0.8375
Epoch 272/500
225/225 [==============================] - 0s 730us/step - loss: 0.3900 - accuracy: 0.8375
Epoch 273/500
225/225 [==============================] - 0s 718us/step - loss: 0.3896 - accuracy: 0.8363
Epoch 274/500
225/225 [==============================] - 0s 734us/step - loss: 0.3891 - accuracy: 0.8372
Epoch 275/500
225/225 [==============================] - 0s 728us/step - loss: 0.3898 - accuracy: 0.8361
Epoch 276/500
225/225 [==============================] - 0s 726us/step - loss: 0.3896 - accuracy: 0.8386
Epoch 277/500
225/225 [==============================] - 0s 718us/step - loss: 0.3897 - accuracy: 0.8385
Epoch 278/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3888 - accuracy: 0.8376
Epoch 279/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3894 - accuracy: 0.8385
Epoch 280/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3888 - accuracy: 0.8363
Epoch 281/500
225/225 [==============================] - 0s 700us/step - loss: 0.3893 - accuracy: 0.8368
Epoch 282/500
225/225 [==============================] - 0s 963us/step - loss: 0.3893 - accuracy: 0.8375
Epoch 283/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8369
Epoch 284/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8376
Epoch 285/500
225/225 [==============================] - 0s 958us/step - loss: 0.3891 - accuracy: 0.8372
Epoch 286/500
225/225 [==============================] - 0s 865us/step - loss: 0.3887 - accuracy: 0.8369
Epoch 287/500
225/225 [==============================] - 0s 840us/step - loss: 0.3885 - accuracy: 0.8385
Epoch 288/500
225/225 [==============================] - 0s 806us/step - loss: 0.3886 - accuracy: 0.8364
Epoch 289/500
225/225 [==============================] - 0s 782us/step - loss: 0.3883 - accuracy: 0.8374
Epoch 290/500
225/225 [==============================] - 0s 875us/step - loss: 0.3884 - accuracy: 0.8361
Epoch 291/500
225/225 [==============================] - 0s 892us/step - loss: 0.3889 - accuracy: 0.8396
Epoch 292/500
225/225 [==============================] - 0s 752us/step - loss: 0.3884 - accuracy: 0.8378
Epoch 293/500
225/225 [==============================] - 0s 770us/step - loss: 0.3886 - accuracy: 0.8357
Epoch 294/500
225/225 [==============================] - 0s 779us/step - loss: 0.3883 - accuracy: 0.8385
Epoch 295/500
225/225 [==============================] - 0s 826us/step - loss: 0.3884 - accuracy: 0.8374
Epoch 296/500
225/225 [==============================] - 0s 747us/step - loss: 0.3881 - accuracy: 0.8372
Epoch 297/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3883 - accuracy: 0.8367
Epoch 298/500
225/225 [==============================] - 0s 810us/step - loss: 0.3882 - accuracy: 0.8363
Epoch 299/500
225/225 [==============================] - 0s 704us/step - loss: 0.3883 - accuracy: 0.8371
Epoch 300/500
225/225 [==============================] - 0s 791us/step - loss: 0.3881 - accuracy: 0.8381
Epoch 301/500
225/225 [==============================] - 0s 743us/step - loss: 0.3881 - accuracy: 0.8382
Epoch 302/500
225/225 [==============================] - 0s 772us/step - loss: 0.3877 - accuracy: 0.8378
Epoch 303/500
225/225 [==============================] - 0s 741us/step - loss: 0.3885 - accuracy: 0.8390
Epoch 304/500
225/225 [==============================] - 0s 738us/step - loss: 0.3881 - accuracy: 0.8382
Epoch 305/500
225/225 [==============================] - 0s 740us/step - loss: 0.3878 - accuracy: 0.8374
Epoch 306/500
225/225 [==============================] - 0s 806us/step - loss: 0.3875 - accuracy: 0.8385
Epoch 307/500
225/225 [==============================] - 0s 746us/step - loss: 0.3879 - accuracy: 0.8375
Epoch 308/500
225/225 [==============================] - 0s 887us/step - loss: 0.3879 - accuracy: 0.8382
Epoch 309/500
225/225 [==============================] - 0s 876us/step - loss: 0.3874 - accuracy: 0.8365
Epoch 310/500
225/225 [==============================] - 0s 841us/step - loss: 0.3872 - accuracy: 0.8375
Epoch 311/500
225/225 [==============================] - 0s 843us/step - loss: 0.3878 - accuracy: 0.8365
Epoch 312/500
225/225 [==============================] - 0s 812us/step - loss: 0.3874 - accuracy: 0.8390
Epoch 313/500
225/225 [==============================] - 0s 823us/step - loss: 0.3872 - accuracy: 0.8386
Epoch 314/500
225/225 [==============================] - 0s 787us/step - loss: 0.3877 - accuracy: 0.8382
Epoch 315/500
225/225 [==============================] - 0s 746us/step - loss: 0.3874 - accuracy: 0.8368
Epoch 316/500
225/225 [==============================] - 0s 740us/step - loss: 0.3872 - accuracy: 0.8397
Epoch 317/500
225/225 [==============================] - 0s 742us/step - loss: 0.3870 - accuracy: 0.8372
Epoch 318/500
225/225 [==============================] - 0s 738us/step - loss: 0.3867 - accuracy: 0.8393
Epoch 319/500
225/225 [==============================] - 0s 744us/step - loss: 0.3868 - accuracy: 0.8375
Epoch 320/500
225/225 [==============================] - 0s 738us/step - loss: 0.3870 - accuracy: 0.8404
Epoch 321/500
225/225 [==============================] - 0s 759us/step - loss: 0.3873 - accuracy: 0.8368
Epoch 322/500
225/225 [==============================] - 0s 740us/step - loss: 0.3873 - accuracy: 0.8396
Epoch 323/500
225/225 [==============================] - 0s 733us/step - loss: 0.3871 - accuracy: 0.8378
Epoch 324/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3872 - accuracy: 0.8374
Epoch 325/500
225/225 [==============================] - 0s 745us/step - loss: 0.3865 - accuracy: 0.8392
Epoch 326/500
225/225 [==============================] - 0s 767us/step - loss: 0.3870 - accuracy: 0.8401
Epoch 327/500
225/225 [==============================] - 0s 744us/step - loss: 0.3875 - accuracy: 0.8383
Epoch 328/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3858 - accuracy: 0.8399
Epoch 329/500
225/225 [==============================] - 0s 785us/step - loss: 0.3868 - accuracy: 0.8382
Epoch 330/500
225/225 [==============================] - 0s 739us/step - loss: 0.3859 - accuracy: 0.8399
Epoch 331/500
225/225 [==============================] - 0s 772us/step - loss: 0.3874 - accuracy: 0.8381
Epoch 332/500
225/225 [==============================] - 0s 777us/step - loss: 0.3866 - accuracy: 0.8376
Epoch 333/500
225/225 [==============================] - 0s 734us/step - loss: 0.3871 - accuracy: 0.8397
Epoch 334/500
225/225 [==============================] - 0s 750us/step - loss: 0.3870 - accuracy: 0.8389
Epoch 335/500
225/225 [==============================] - 0s 779us/step - loss: 0.3871 - accuracy: 0.8390
Epoch 336/500
225/225 [==============================] - 0s 817us/step - loss: 0.3864 - accuracy: 0.8388
Epoch 337/500
225/225 [==============================] - 0s 833us/step - loss: 0.3870 - accuracy: 0.8388
Epoch 338/500
225/225 [==============================] - 0s 829us/step - loss: 0.3859 - accuracy: 0.8397
Epoch 339/500
225/225 [==============================] - 0s 829us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 340/500
225/225 [==============================] - 0s 822us/step - loss: 0.3868 - accuracy: 0.8388
Epoch 341/500
225/225 [==============================] - 0s 759us/step - loss: 0.3868 - accuracy: 0.8389
Epoch 342/500
225/225 [==============================] - 0s 767us/step - loss: 0.3871 - accuracy: 0.8378
Epoch 343/500
225/225 [==============================] - 0s 750us/step - loss: 0.3868 - accuracy: 0.8388
Epoch 344/500
225/225 [==============================] - 0s 763us/step - loss: 0.3872 - accuracy: 0.8371
Epoch 345/500
225/225 [==============================] - 0s 744us/step - loss: 0.3869 - accuracy: 0.8376
Epoch 346/500
225/225 [==============================] - 0s 741us/step - loss: 0.3867 - accuracy: 0.8396
Epoch 347/500
225/225 [==============================] - 0s 762us/step - loss: 0.3870 - accuracy: 0.8397
Epoch 348/500
225/225 [==============================] - 0s 762us/step - loss: 0.3859 - accuracy: 0.8404
Epoch 349/500
225/225 [==============================] - 0s 741us/step - loss: 0.3866 - accuracy: 0.8404
Epoch 350/500
225/225 [==============================] - 0s 724us/step - loss: 0.3865 - accuracy: 0.8394
Epoch 351/500
225/225 [==============================] - 0s 744us/step - loss: 0.3862 - accuracy: 0.8378
Epoch 352/500
225/225 [==============================] - 0s 738us/step - loss: 0.3865 - accuracy: 0.8400
Epoch 353/500
225/225 [==============================] - 0s 726us/step - loss: 0.3858 - accuracy: 0.8388
Epoch 354/500
225/225 [==============================] - 0s 784us/step - loss: 0.3872 - accuracy: 0.8394
Epoch 355/500
225/225 [==============================] - 0s 742us/step - loss: 0.3865 - accuracy: 0.8389
Epoch 356/500
225/225 [==============================] - 0s 724us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 357/500
225/225 [==============================] - 0s 757us/step - loss: 0.3868 - accuracy: 0.8379
Epoch 358/500
225/225 [==============================] - 0s 747us/step - loss: 0.3861 - accuracy: 0.8393
Epoch 359/500
225/225 [==============================] - 0s 724us/step - loss: 0.3865 - accuracy: 0.8386
Epoch 360/500
225/225 [==============================] - 0s 786us/step - loss: 0.3860 - accuracy: 0.8404
Epoch 361/500
225/225 [==============================] - 0s 741us/step - loss: 0.3866 - accuracy: 0.8394
Epoch 362/500
225/225 [==============================] - 0s 726us/step - loss: 0.3867 - accuracy: 0.8385
Epoch 363/500
225/225 [==============================] - 0s 752us/step - loss: 0.3863 - accuracy: 0.8378
Epoch 364/500
225/225 [==============================] - 0s 752us/step - loss: 0.3864 - accuracy: 0.8379
Epoch 365/500
225/225 [==============================] - 0s 722us/step - loss: 0.3865 - accuracy: 0.8400
Epoch 366/500
225/225 [==============================] - 0s 792us/step - loss: 0.3862 - accuracy: 0.8397
Epoch 367/500
225/225 [==============================] - 0s 739us/step - loss: 0.3865 - accuracy: 0.8386
Epoch 368/500
225/225 [==============================] - 0s 726us/step - loss: 0.3863 - accuracy: 0.8385
Epoch 369/500
225/225 [==============================] - 0s 745us/step - loss: 0.3868 - accuracy: 0.8375
Epoch 370/500
225/225 [==============================] - 0s 741us/step - loss: 0.3864 - accuracy: 0.8374
Epoch 371/500
225/225 [==============================] - 0s 766us/step - loss: 0.3863 - accuracy: 0.8371
Epoch 372/500
225/225 [==============================] - 0s 739us/step - loss: 0.3861 - accuracy: 0.8396
Epoch 373/500
225/225 [==============================] - 0s 768us/step - loss: 0.3868 - accuracy: 0.8382
Epoch 374/500
225/225 [==============================] - 0s 739us/step - loss: 0.3864 - accuracy: 0.8385
Epoch 375/500
225/225 [==============================] - 0s 741us/step - loss: 0.3869 - accuracy: 0.8383
Epoch 376/500
225/225 [==============================] - 0s 743us/step - loss: 0.3864 - accuracy: 0.8379
Epoch 377/500
225/225 [==============================] - 0s 754us/step - loss: 0.3853 - accuracy: 0.8385
Epoch 378/500
225/225 [==============================] - 0s 730us/step - loss: 0.3862 - accuracy: 0.8388
Epoch 379/500
225/225 [==============================] - 0s 743us/step - loss: 0.3864 - accuracy: 0.8372
Epoch 380/500
225/225 [==============================] - 0s 740us/step - loss: 0.3871 - accuracy: 0.8383
Epoch 381/500
225/225 [==============================] - 0s 735us/step - loss: 0.3857 - accuracy: 0.8385
Epoch 382/500
225/225 [==============================] - 0s 743us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 383/500
225/225 [==============================] - 0s 788us/step - loss: 0.3864 - accuracy: 0.8400
Epoch 384/500
225/225 [==============================] - 0s 734us/step - loss: 0.3861 - accuracy: 0.8371
Epoch 385/500
225/225 [==============================] - 0s 743us/step - loss: 0.3865 - accuracy: 0.8378
Epoch 386/500
225/225 [==============================] - 0s 738us/step - loss: 0.3865 - accuracy: 0.8390
Epoch 387/500
225/225 [==============================] - 0s 733us/step - loss: 0.3859 - accuracy: 0.8396
Epoch 388/500
225/225 [==============================] - 0s 743us/step - loss: 0.3865 - accuracy: 0.8368
Epoch 389/500
225/225 [==============================] - 0s 780us/step - loss: 0.3860 - accuracy: 0.8396
Epoch 390/500
225/225 [==============================] - 0s 737us/step - loss: 0.3855 - accuracy: 0.8375
Epoch 391/500
225/225 [==============================] - 0s 744us/step - loss: 0.3863 - accuracy: 0.8397
Epoch 392/500
225/225 [==============================] - 0s 739us/step - loss: 0.3855 - accuracy: 0.8375
Epoch 393/500
225/225 [==============================] - 0s 734us/step - loss: 0.3863 - accuracy: 0.8379
Epoch 394/500
225/225 [==============================] - 0s 743us/step - loss: 0.3857 - accuracy: 0.8392
Epoch 395/500
225/225 [==============================] - 0s 760us/step - loss: 0.3856 - accuracy: 0.8393
Epoch 396/500
225/225 [==============================] - 0s 748us/step - loss: 0.3863 - accuracy: 0.8386
Epoch 397/500
225/225 [==============================] - 0s 737us/step - loss: 0.3864 - accuracy: 0.8372
Epoch 398/500
225/225 [==============================] - 0s 743us/step - loss: 0.3857 - accuracy: 0.8397
Epoch 399/500
225/225 [==============================] - 0s 736us/step - loss: 0.3863 - accuracy: 0.8401
Epoch 400/500
225/225 [==============================] - 0s 730us/step - loss: 0.3861 - accuracy: 0.8386
Epoch 401/500
225/225 [==============================] - 0s 767us/step - loss: 0.3862 - accuracy: 0.8383
Epoch 402/500
225/225 [==============================] - 0s 752us/step - loss: 0.3856 - accuracy: 0.8386
Epoch 403/500
225/225 [==============================] - 0s 816us/step - loss: 0.3860 - accuracy: 0.8388
Epoch 404/500
225/225 [==============================] - 0s 742us/step - loss: 0.3856 - accuracy: 0.8374
Epoch 405/500
225/225 [==============================] - 0s 729us/step - loss: 0.3859 - accuracy: 0.8403
Epoch 406/500
225/225 [==============================] - 0s 742us/step - loss: 0.3860 - accuracy: 0.8372
Epoch 407/500
225/225 [==============================] - 0s 795us/step - loss: 0.3864 - accuracy: 0.8385
Epoch 408/500
225/225 [==============================] - 0s 769us/step - loss: 0.3862 - accuracy: 0.8385
Epoch 409/500
225/225 [==============================] - 0s 724us/step - loss: 0.3862 - accuracy: 0.8381
Epoch 410/500
225/225 [==============================] - 0s 752us/step - loss: 0.3864 - accuracy: 0.8385
Epoch 411/500
225/225 [==============================] - 0s 747us/step - loss: 0.3858 - accuracy: 0.8383
Epoch 412/500
225/225 [==============================] - 0s 735us/step - loss: 0.3861 - accuracy: 0.8417
Epoch 413/500
225/225 [==============================] - 0s 803us/step - loss: 0.3860 - accuracy: 0.8385
Epoch 414/500
225/225 [==============================] - 0s 736us/step - loss: 0.3862 - accuracy: 0.8393
Epoch 415/500
225/225 [==============================] - 0s 726us/step - loss: 0.3851 - accuracy: 0.8392
Epoch 416/500
225/225 [==============================] - 0s 743us/step - loss: 0.3863 - accuracy: 0.8390
Epoch 417/500
225/225 [==============================] - 0s 737us/step - loss: 0.3861 - accuracy: 0.8397
Epoch 418/500
225/225 [==============================] - 0s 741us/step - loss: 0.3860 - accuracy: 0.8386
Epoch 419/500
225/225 [==============================] - 0s 752us/step - loss: 0.3864 - accuracy: 0.8378
Epoch 420/500
225/225 [==============================] - 0s 740us/step - loss: 0.3859 - accuracy: 0.8375
Epoch 421/500
225/225 [==============================] - 0s 731us/step - loss: 0.3860 - accuracy: 0.8392
Epoch 422/500
225/225 [==============================] - 0s 752us/step - loss: 0.3852 - accuracy: 0.8367
Epoch 423/500
225/225 [==============================] - 0s 739us/step - loss: 0.3855 - accuracy: 0.8382
Epoch 424/500
225/225 [==============================] - 0s 751us/step - loss: 0.3857 - accuracy: 0.8381
Epoch 425/500
225/225 [==============================] - 0s 751us/step - loss: 0.3856 - accuracy: 0.8381
Epoch 426/500
225/225 [==============================] - 0s 739us/step - loss: 0.3856 - accuracy: 0.8382
Epoch 427/500
225/225 [==============================] - 0s 726us/step - loss: 0.3858 - accuracy: 0.8396
Epoch 428/500
225/225 [==============================] - 0s 757us/step - loss: 0.3860 - accuracy: 0.8392
Epoch 429/500
225/225 [==============================] - 0s 741us/step - loss: 0.3861 - accuracy: 0.8388
Epoch 430/500
225/225 [==============================] - 0s 769us/step - loss: 0.3846 - accuracy: 0.8400
Epoch 431/500
225/225 [==============================] - 0s 769us/step - loss: 0.3854 - accuracy: 0.8379
Epoch 432/500
225/225 [==============================] - 0s 748us/step - loss: 0.3850 - accuracy: 0.8385
Epoch 433/500
225/225 [==============================] - 0s 749us/step - loss: 0.3854 - accuracy: 0.8396
Epoch 434/500
225/225 [==============================] - 0s 736us/step - loss: 0.3852 - accuracy: 0.8382
Epoch 435/500
225/225 [==============================] - 0s 734us/step - loss: 0.3856 - accuracy: 0.8403
Epoch 436/500
225/225 [==============================] - 0s 937us/step - loss: 0.3857 - accuracy: 0.8393
Epoch 437/500
225/225 [==============================] - 0s 743us/step - loss: 0.3850 - accuracy: 0.8385
Epoch 438/500
225/225 [==============================] - 0s 741us/step - loss: 0.3849 - accuracy: 0.8392
Epoch 439/500
225/225 [==============================] - 0s 742us/step - loss: 0.3853 - accuracy: 0.8361
Epoch 440/500
225/225 [==============================] - 0s 728us/step - loss: 0.3850 - accuracy: 0.8382
Epoch 441/500
225/225 [==============================] - 0s 741us/step - loss: 0.3848 - accuracy: 0.8406
Epoch 442/500
225/225 [==============================] - 0s 779us/step - loss: 0.3853 - accuracy: 0.8388
Epoch 443/500
225/225 [==============================] - 0s 732us/step - loss: 0.3848 - accuracy: 0.8400
Epoch 444/500
225/225 [==============================] - 0s 740us/step - loss: 0.3842 - accuracy: 0.8390
Epoch 445/500
225/225 [==============================] - 0s 744us/step - loss: 0.3845 - accuracy: 0.8388
Epoch 446/500
225/225 [==============================] - 0s 741us/step - loss: 0.3840 - accuracy: 0.8397
Epoch 447/500
225/225 [==============================] - 0s 769us/step - loss: 0.3846 - accuracy: 0.8403
Epoch 448/500
225/225 [==============================] - 0s 742us/step - loss: 0.3846 - accuracy: 0.8383
Epoch 449/500
225/225 [==============================] - 0s 745us/step - loss: 0.3842 - accuracy: 0.8396
Epoch 450/500
225/225 [==============================] - 0s 728us/step - loss: 0.3844 - accuracy: 0.8388
Epoch 451/500
225/225 [==============================] - 0s 739us/step - loss: 0.3842 - accuracy: 0.8406
Epoch 452/500
225/225 [==============================] - 0s 889us/step - loss: 0.3843 - accuracy: 0.8414
Epoch 453/500
225/225 [==============================] - 0s 746us/step - loss: 0.3834 - accuracy: 0.8386
Epoch 454/500
225/225 [==============================] - 0s 740us/step - loss: 0.3845 - accuracy: 0.8397
Epoch 455/500
225/225 [==============================] - 0s 774us/step - loss: 0.3843 - accuracy: 0.8399
Epoch 456/500
225/225 [==============================] - 0s 733us/step - loss: 0.3842 - accuracy: 0.8390
Epoch 457/500
225/225 [==============================] - 0s 737us/step - loss: 0.3833 - accuracy: 0.8410
Epoch 458/500
225/225 [==============================] - 0s 801us/step - loss: 0.3832 - accuracy: 0.8408
Epoch 459/500
225/225 [==============================] - 0s 725us/step - loss: 0.3833 - accuracy: 0.8389
Epoch 460/500
225/225 [==============================] - 0s 745us/step - loss: 0.3831 - accuracy: 0.8400
Epoch 461/500
225/225 [==============================] - 0s 744us/step - loss: 0.3834 - accuracy: 0.8406
Epoch 462/500
225/225 [==============================] - 0s 727us/step - loss: 0.3823 - accuracy: 0.8392
Epoch 463/500
225/225 [==============================] - 0s 746us/step - loss: 0.3830 - accuracy: 0.8378
Epoch 464/500
225/225 [==============================] - 0s 749us/step - loss: 0.3830 - accuracy: 0.8408
Epoch 465/500
225/225 [==============================] - 0s 785us/step - loss: 0.3828 - accuracy: 0.8401
Epoch 466/500
225/225 [==============================] - 0s 736us/step - loss: 0.3827 - accuracy: 0.8408
Epoch 467/500
225/225 [==============================] - 0s 787us/step - loss: 0.3824 - accuracy: 0.8401
Epoch 468/500
225/225 [==============================] - 0s 747us/step - loss: 0.3819 - accuracy: 0.8406
Epoch 469/500
225/225 [==============================] - 0s 733us/step - loss: 0.3827 - accuracy: 0.8396
Epoch 470/500
225/225 [==============================] - 0s 747us/step - loss: 0.3819 - accuracy: 0.8396
Epoch 471/500
225/225 [==============================] - 0s 788us/step - loss: 0.3827 - accuracy: 0.8406
Epoch 472/500
225/225 [==============================] - 0s 723us/step - loss: 0.3824 - accuracy: 0.8407
Epoch 473/500
225/225 [==============================] - 0s 752us/step - loss: 0.3820 - accuracy: 0.8404
Epoch 474/500
225/225 [==============================] - 0s 737us/step - loss: 0.3828 - accuracy: 0.8419
Epoch 475/500
225/225 [==============================] - 0s 736us/step - loss: 0.3814 - accuracy: 0.8399
Epoch 476/500
225/225 [==============================] - 0s 743us/step - loss: 0.3819 - accuracy: 0.8414
Epoch 477/500
225/225 [==============================] - 0s 847us/step - loss: 0.3822 - accuracy: 0.8390
Epoch 478/500
225/225 [==============================] - 0s 733us/step - loss: 0.3817 - accuracy: 0.8415
Epoch 479/500
225/225 [==============================] - 0s 732us/step - loss: 0.3820 - accuracy: 0.8401
Epoch 480/500
225/225 [==============================] - 0s 738us/step - loss: 0.3817 - accuracy: 0.8401
Epoch 481/500
225/225 [==============================] - 0s 758us/step - loss: 0.3822 - accuracy: 0.8411
Epoch 482/500
225/225 [==============================] - 0s 741us/step - loss: 0.3815 - accuracy: 0.8411
Epoch 483/500
225/225 [==============================] - 0s 748us/step - loss: 0.3811 - accuracy: 0.8413
Epoch 484/500
225/225 [==============================] - 0s 752us/step - loss: 0.3818 - accuracy: 0.8392
Epoch 485/500
225/225 [==============================] - 0s 725us/step - loss: 0.3820 - accuracy: 0.8415
Epoch 486/500
225/225 [==============================] - 0s 746us/step - loss: 0.3818 - accuracy: 0.8404
Epoch 487/500
225/225 [==============================] - 0s 747us/step - loss: 0.3825 - accuracy: 0.8394
Epoch 488/500
225/225 [==============================] - 0s 760us/step - loss: 0.3815 - accuracy: 0.8400
Epoch 489/500
225/225 [==============================] - 0s 741us/step - loss: 0.3822 - accuracy: 0.8399
Epoch 490/500
225/225 [==============================] - 0s 791us/step - loss: 0.3817 - accuracy: 0.8401
Epoch 491/500
225/225 [==============================] - 0s 727us/step - loss: 0.3816 - accuracy: 0.8431
Epoch 492/500
225/225 [==============================] - 0s 746us/step - loss: 0.3813 - accuracy: 0.8403
Epoch 493/500
225/225 [==============================] - 0s 749us/step - loss: 0.3820 - accuracy: 0.8404
Epoch 494/500
225/225 [==============================] - 0s 767us/step - loss: 0.3813 - accuracy: 0.8421
Epoch 495/500
225/225 [==============================] - 0s 738us/step - loss: 0.3820 - accuracy: 0.8390
Epoch 496/500
225/225 [==============================] - 0s 743us/step - loss: 0.3809 - accuracy: 0.8413
Epoch 497/500
225/225 [==============================] - 0s 732us/step - loss: 0.3815 - accuracy: 0.8413
Epoch 498/500
225/225 [==============================] - 0s 737us/step - loss: 0.3811 - accuracy: 0.8406
Epoch 499/500
225/225 [==============================] - 0s 746us/step - loss: 0.3817 - accuracy: 0.8404
Epoch 500/500
225/225 [==============================] - 0s 742us/step - loss: 0.3816 - accuracy: 0.8408
Epoch 1/500
225/225 [==============================] - 0s 738us/step - loss: 0.6225 - accuracy: 0.7958
Epoch 2/500
225/225 [==============================] - 0s 766us/step - loss: 0.5486 - accuracy: 0.7978
Epoch 3/500
225/225 [==============================] - 0s 788us/step - loss: 0.5219 - accuracy: 0.7978
Epoch 4/500
225/225 [==============================] - 0s 826us/step - loss: 0.5115 - accuracy: 0.7978
Epoch 5/500
225/225 [==============================] - 0s 745us/step - loss: 0.5071 - accuracy: 0.7978
Epoch 6/500
225/225 [==============================] - 0s 778us/step - loss: 0.5051 - accuracy: 0.7978
Epoch 7/500
225/225 [==============================] - 0s 770us/step - loss: 0.5042 - accuracy: 0.7978
Epoch 8/500
225/225 [==============================] - 0s 808us/step - loss: 0.5038 - accuracy: 0.7978
Epoch 9/500
225/225 [==============================] - 0s 767us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 10/500
225/225 [==============================] - 0s 767us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 11/500
225/225 [==============================] - 0s 773us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 12/500
225/225 [==============================] - 0s 765us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 13/500
225/225 [==============================] - 0s 771us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 14/500
225/225 [==============================] - 0s 770us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 15/500
225/225 [==============================] - 0s 765us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 16/500
225/225 [==============================] - 0s 793us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 17/500
225/225 [==============================] - 0s 778us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 18/500
225/225 [==============================] - 0s 752us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 19/500
225/225 [==============================] - 0s 807us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 20/500
225/225 [==============================] - 0s 776us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 21/500
225/225 [==============================] - 0s 773us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 22/500
225/225 [==============================] - 0s 759us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 23/500
225/225 [==============================] - 0s 769us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 24/500
225/225 [==============================] - 0s 761us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 25/500
225/225 [==============================] - 0s 818us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 26/500
225/225 [==============================] - 0s 776us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 27/500
225/225 [==============================] - 0s 761us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 28/500
225/225 [==============================] - 0s 754us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 29/500
225/225 [==============================] - 0s 761us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 30/500
225/225 [==============================] - 0s 768us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 31/500
225/225 [==============================] - 0s 765us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 32/500
225/225 [==============================] - 0s 760us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 33/500
225/225 [==============================] - 0s 839us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 34/500
225/225 [==============================] - 0s 767us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 35/500
225/225 [==============================] - 0s 755us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 36/500
225/225 [==============================] - 0s 792us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 37/500
225/225 [==============================] - 0s 836us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 38/500
225/225 [==============================] - 0s 872us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 39/500
225/225 [==============================] - 0s 748us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 40/500
225/225 [==============================] - 0s 768us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 41/500
225/225 [==============================] - 0s 766us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 42/500
225/225 [==============================] - 0s 750us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 43/500
225/225 [==============================] - 0s 808us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 44/500
225/225 [==============================] - 0s 782us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 45/500
225/225 [==============================] - 0s 780us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 46/500
225/225 [==============================] - 0s 766us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 47/500
225/225 [==============================] - 0s 776us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 48/500
225/225 [==============================] - 0s 766us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 49/500
225/225 [==============================] - 0s 813us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 50/500
225/225 [==============================] - 0s 774us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 51/500
225/225 [==============================] - 0s 757us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 52/500
225/225 [==============================] - 0s 764us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 53/500
225/225 [==============================] - 0s 767us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 54/500
225/225 [==============================] - 0s 766us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 55/500
225/225 [==============================] - ETA: 0s - loss: 0.5022 - accuracy: 0.79 - 0s 780us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 56/500
225/225 [==============================] - 0s 749us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 57/500
225/225 [==============================] - 0s 773us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 58/500
225/225 [==============================] - 0s 767us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 59/500
225/225 [==============================] - 0s 751us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 60/500
225/225 [==============================] - 0s 792us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 61/500
225/225 [==============================] - 0s 788us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 62/500
225/225 [==============================] - 0s 741us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 63/500
225/225 [==============================] - 0s 765us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 64/500
225/225 [==============================] - 0s 766us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 65/500
225/225 [==============================] - 0s 747us/step - loss: 0.5027 - accuracy: 0.7978
Epoch 66/500
225/225 [==============================] - 0s 785us/step - loss: 0.5026 - accuracy: 0.7978
Epoch 67/500
225/225 [==============================] - 0s 795us/step - loss: 0.5025 - accuracy: 0.7978
Epoch 68/500
225/225 [==============================] - 0s 763us/step - loss: 0.5023 - accuracy: 0.7978
Epoch 69/500
225/225 [==============================] - 0s 753us/step - loss: 0.5021 - accuracy: 0.7978
Epoch 70/500
225/225 [==============================] - 0s 764us/step - loss: 0.5018 - accuracy: 0.7978
Epoch 71/500
225/225 [==============================] - 0s 762us/step - loss: 0.5015 - accuracy: 0.7978
Epoch 72/500
225/225 [==============================] - 0s 791us/step - loss: 0.5011 - accuracy: 0.7978
Epoch 73/500
225/225 [==============================] - 0s 769us/step - loss: 0.5005 - accuracy: 0.7978
Epoch 74/500
225/225 [==============================] - 0s 772us/step - loss: 0.4998 - accuracy: 0.7978
Epoch 75/500
225/225 [==============================] - 0s 775us/step - loss: 0.4989 - accuracy: 0.7978
Epoch 76/500
225/225 [==============================] - 0s 761us/step - loss: 0.4976 - accuracy: 0.7978
Epoch 77/500
225/225 [==============================] - 0s 814us/step - loss: 0.4958 - accuracy: 0.7978
Epoch 78/500
225/225 [==============================] - 0s 779us/step - loss: 0.4934 - accuracy: 0.7978
Epoch 79/500
225/225 [==============================] - 0s 756us/step - loss: 0.4901 - accuracy: 0.7978
Epoch 80/500
225/225 [==============================] - 0s 777us/step - loss: 0.4855 - accuracy: 0.7978
Epoch 81/500
225/225 [==============================] - 0s 764us/step - loss: 0.4795 - accuracy: 0.7978
Epoch 82/500
225/225 [==============================] - 0s 753us/step - loss: 0.4723 - accuracy: 0.7978
Epoch 83/500
225/225 [==============================] - 0s 833us/step - loss: 0.4648 - accuracy: 0.7982
Epoch 84/500
225/225 [==============================] - 0s 765us/step - loss: 0.4580 - accuracy: 0.8006
Epoch 85/500
225/225 [==============================] - 0s 765us/step - loss: 0.4528 - accuracy: 0.8022
Epoch 86/500
225/225 [==============================] - 0s 755us/step - loss: 0.4488 - accuracy: 0.8035
Epoch 87/500
225/225 [==============================] - 0s 766us/step - loss: 0.4457 - accuracy: 0.8057
Epoch 88/500
225/225 [==============================] - 0s 766us/step - loss: 0.4433 - accuracy: 0.8081
Epoch 89/500
225/225 [==============================] - 0s 779us/step - loss: 0.4412 - accuracy: 0.8087
Epoch 90/500
225/225 [==============================] - 0s 773us/step - loss: 0.4394 - accuracy: 0.8094
Epoch 91/500
225/225 [==============================] - 0s 769us/step - loss: 0.4377 - accuracy: 0.8099
Epoch 92/500
225/225 [==============================] - 0s 781us/step - loss: 0.4358 - accuracy: 0.8104
Epoch 93/500
225/225 [==============================] - 0s 761us/step - loss: 0.4338 - accuracy: 0.8111
Epoch 94/500
225/225 [==============================] - 0s 829us/step - loss: 0.4318 - accuracy: 0.8124
Epoch 95/500
225/225 [==============================] - 0s 777us/step - loss: 0.4296 - accuracy: 0.8143
Epoch 96/500
225/225 [==============================] - 0s 751us/step - loss: 0.4274 - accuracy: 0.8142
Epoch 97/500
225/225 [==============================] - 0s 772us/step - loss: 0.4252 - accuracy: 0.8154
Epoch 98/500
225/225 [==============================] - 0s 782us/step - loss: 0.4230 - accuracy: 0.8174
Epoch 99/500
225/225 [==============================] - 0s 750us/step - loss: 0.4209 - accuracy: 0.8188
Epoch 100/500
225/225 [==============================] - 0s 796us/step - loss: 0.4185 - accuracy: 0.8217
Epoch 101/500
225/225 [==============================] - 0s 808us/step - loss: 0.4161 - accuracy: 0.8238
Epoch 102/500
225/225 [==============================] - 0s 770us/step - loss: 0.4133 - accuracy: 0.8249
Epoch 103/500
225/225 [==============================] - 0s 786us/step - loss: 0.4105 - accuracy: 0.8264
Epoch 104/500
225/225 [==============================] - 0s 765us/step - loss: 0.4075 - accuracy: 0.8274
Epoch 105/500
225/225 [==============================] - 0s 779us/step - loss: 0.4044 - accuracy: 0.8282
Epoch 106/500
225/225 [==============================] - 0s 828us/step - loss: 0.4013 - accuracy: 0.8310
Epoch 107/500
225/225 [==============================] - 0s 759us/step - loss: 0.3979 - accuracy: 0.8303
Epoch 108/500
225/225 [==============================] - 0s 774us/step - loss: 0.3944 - accuracy: 0.8332
Epoch 109/500
225/225 [==============================] - 0s 774us/step - loss: 0.3908 - accuracy: 0.8358
Epoch 110/500
225/225 [==============================] - 0s 752us/step - loss: 0.3873 - accuracy: 0.8371
Epoch 111/500
225/225 [==============================] - 0s 824us/step - loss: 0.3838 - accuracy: 0.8400
Epoch 112/500
225/225 [==============================] - 0s 779us/step - loss: 0.3806 - accuracy: 0.8418
Epoch 113/500
225/225 [==============================] - 0s 757us/step - loss: 0.3775 - accuracy: 0.8453
Epoch 114/500
225/225 [==============================] - 0s 771us/step - loss: 0.3742 - accuracy: 0.8457
Epoch 115/500
225/225 [==============================] - 0s 771us/step - loss: 0.3713 - accuracy: 0.8478
Epoch 116/500
225/225 [==============================] - 0s 780us/step - loss: 0.3687 - accuracy: 0.8482
Epoch 117/500
225/225 [==============================] - 0s 781us/step - loss: 0.3665 - accuracy: 0.8486
Epoch 118/500
225/225 [==============================] - 0s 778us/step - loss: 0.3647 - accuracy: 0.8490
Epoch 119/500
225/225 [==============================] - 0s 775us/step - loss: 0.3628 - accuracy: 0.8499
Epoch 120/500
225/225 [==============================] - 0s 748us/step - loss: 0.3614 - accuracy: 0.8508
Epoch 121/500
225/225 [==============================] - 0s 785us/step - loss: 0.3601 - accuracy: 0.8512
Epoch 122/500
225/225 [==============================] - 0s 772us/step - loss: 0.3588 - accuracy: 0.8522
Epoch 123/500
225/225 [==============================] - 0s 807us/step - loss: 0.3578 - accuracy: 0.8522
Epoch 124/500
225/225 [==============================] - 0s 790us/step - loss: 0.3567 - accuracy: 0.8528
Epoch 125/500
225/225 [==============================] - 0s 770us/step - loss: 0.3555 - accuracy: 0.8529
Epoch 126/500
225/225 [==============================] - 0s 779us/step - loss: 0.3547 - accuracy: 0.8561
Epoch 127/500
225/225 [==============================] - 0s 755us/step - loss: 0.3537 - accuracy: 0.8553
Epoch 128/500
225/225 [==============================] - 0s 819us/step - loss: 0.3534 - accuracy: 0.8558
Epoch 129/500
225/225 [==============================] - 0s 779us/step - loss: 0.3526 - accuracy: 0.8568
Epoch 130/500
225/225 [==============================] - 0s 768us/step - loss: 0.3519 - accuracy: 0.8565
Epoch 131/500
225/225 [==============================] - 0s 752us/step - loss: 0.3510 - accuracy: 0.8592
Epoch 132/500
225/225 [==============================] - 0s 782us/step - loss: 0.3506 - accuracy: 0.8585
Epoch 133/500
225/225 [==============================] - 0s 774us/step - loss: 0.3500 - accuracy: 0.8587
Epoch 134/500
225/225 [==============================] - 0s 772us/step - loss: 0.3495 - accuracy: 0.8571
Epoch 135/500
225/225 [==============================] - 0s 793us/step - loss: 0.3490 - accuracy: 0.8585
Epoch 136/500
225/225 [==============================] - 0s 786us/step - loss: 0.3483 - accuracy: 0.8604
Epoch 137/500
225/225 [==============================] - 0s 717us/step - loss: 0.3480 - accuracy: 0.8601
Epoch 138/500
225/225 [==============================] - 0s 739us/step - loss: 0.3473 - accuracy: 0.8603
Epoch 139/500
225/225 [==============================] - 0s 726us/step - loss: 0.3467 - accuracy: 0.8586
Epoch 140/500
225/225 [==============================] - 0s 755us/step - loss: 0.3467 - accuracy: 0.8603
Epoch 141/500
225/225 [==============================] - 0s 742us/step - loss: 0.3461 - accuracy: 0.8589
Epoch 142/500
225/225 [==============================] - 0s 729us/step - loss: 0.3457 - accuracy: 0.8597
Epoch 143/500
225/225 [==============================] - 0s 720us/step - loss: 0.3456 - accuracy: 0.8610
Epoch 144/500
225/225 [==============================] - 0s 733us/step - loss: 0.3452 - accuracy: 0.8597
Epoch 145/500
225/225 [==============================] - 0s 732us/step - loss: 0.3448 - accuracy: 0.8603
Epoch 146/500
225/225 [==============================] - 0s 763us/step - loss: 0.3447 - accuracy: 0.8597
Epoch 147/500
225/225 [==============================] - 0s 746us/step - loss: 0.3444 - accuracy: 0.8596
Epoch 148/500
225/225 [==============================] - 0s 730us/step - loss: 0.3442 - accuracy: 0.8590
Epoch 149/500
225/225 [==============================] - 0s 709us/step - loss: 0.3435 - accuracy: 0.8599
Epoch 150/500
225/225 [==============================] - 0s 749us/step - loss: 0.3434 - accuracy: 0.8589
Epoch 151/500
225/225 [==============================] - 0s 728us/step - loss: 0.3429 - accuracy: 0.8596
Epoch 152/500
225/225 [==============================] - 0s 780us/step - loss: 0.3425 - accuracy: 0.8600
Epoch 153/500
225/225 [==============================] - 0s 723us/step - loss: 0.3423 - accuracy: 0.8596
Epoch 154/500
225/225 [==============================] - 0s 727us/step - loss: 0.3423 - accuracy: 0.8610
Epoch 155/500
225/225 [==============================] - 0s 712us/step - loss: 0.3416 - accuracy: 0.8606
Epoch 156/500
225/225 [==============================] - 0s 729us/step - loss: 0.3417 - accuracy: 0.8603
Epoch 157/500
225/225 [==============================] - 0s 749us/step - loss: 0.3407 - accuracy: 0.8615
Epoch 158/500
225/225 [==============================] - 0s 721us/step - loss: 0.3404 - accuracy: 0.8611
Epoch 159/500
225/225 [==============================] - 0s 748us/step - loss: 0.3404 - accuracy: 0.8608
Epoch 160/500
225/225 [==============================] - 0s 727us/step - loss: 0.3397 - accuracy: 0.8617
Epoch 161/500
225/225 [==============================] - 0s 725us/step - loss: 0.3397 - accuracy: 0.8618
Epoch 162/500
225/225 [==============================] - 0s 729us/step - loss: 0.3392 - accuracy: 0.8617
Epoch 163/500
225/225 [==============================] - 0s 768us/step - loss: 0.3387 - accuracy: 0.8614
Epoch 164/500
225/225 [==============================] - 0s 737us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 165/500
225/225 [==============================] - 0s 720us/step - loss: 0.3377 - accuracy: 0.8617
Epoch 166/500
225/225 [==============================] - 0s 730us/step - loss: 0.3370 - accuracy: 0.8622
Epoch 167/500
225/225 [==============================] - 0s 742us/step - loss: 0.3369 - accuracy: 0.8615
Epoch 168/500
225/225 [==============================] - 0s 716us/step - loss: 0.3366 - accuracy: 0.8625
Epoch 169/500
225/225 [==============================] - 0s 756us/step - loss: 0.3362 - accuracy: 0.8632
Epoch 170/500
225/225 [==============================] - 0s 722us/step - loss: 0.3360 - accuracy: 0.8614
Epoch 171/500
225/225 [==============================] - 0s 769us/step - loss: 0.3359 - accuracy: 0.8604
Epoch 172/500
225/225 [==============================] - 0s 741us/step - loss: 0.3354 - accuracy: 0.8618
Epoch 173/500
225/225 [==============================] - 0s 799us/step - loss: 0.3352 - accuracy: 0.8628
Epoch 174/500
225/225 [==============================] - 0s 719us/step - loss: 0.3347 - accuracy: 0.8639
Epoch 175/500
225/225 [==============================] - 0s 728us/step - loss: 0.3346 - accuracy: 0.8643
Epoch 176/500
225/225 [==============================] - 0s 738us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 177/500
225/225 [==============================] - 0s 718us/step - loss: 0.3342 - accuracy: 0.8626
Epoch 178/500
225/225 [==============================] - 0s 712us/step - loss: 0.3338 - accuracy: 0.8640
Epoch 179/500
225/225 [==============================] - 0s 850us/step - loss: 0.3333 - accuracy: 0.8625
Epoch 180/500
225/225 [==============================] - 0s 721us/step - loss: 0.3334 - accuracy: 0.8615
Epoch 181/500
225/225 [==============================] - 0s 726us/step - loss: 0.3332 - accuracy: 0.8629
Epoch 182/500
225/225 [==============================] - 0s 735us/step - loss: 0.3328 - accuracy: 0.8636
Epoch 183/500
225/225 [==============================] - 0s 731us/step - loss: 0.3327 - accuracy: 0.8644
Epoch 184/500
225/225 [==============================] - 0s 735us/step - loss: 0.3323 - accuracy: 0.8649
Epoch 185/500
225/225 [==============================] - 0s 730us/step - loss: 0.3323 - accuracy: 0.8644
Epoch 186/500
225/225 [==============================] - 0s 723us/step - loss: 0.3318 - accuracy: 0.8644
Epoch 187/500
225/225 [==============================] - 0s 730us/step - loss: 0.3317 - accuracy: 0.8643
Epoch 188/500
225/225 [==============================] - 0s 812us/step - loss: 0.3320 - accuracy: 0.8633
Epoch 189/500
225/225 [==============================] - 0s 726us/step - loss: 0.3314 - accuracy: 0.8647
Epoch 190/500
225/225 [==============================] - 0s 732us/step - loss: 0.3310 - accuracy: 0.8646
Epoch 191/500
225/225 [==============================] - 0s 735us/step - loss: 0.3314 - accuracy: 0.8651
Epoch 192/500
225/225 [==============================] - 0s 767us/step - loss: 0.3310 - accuracy: 0.8654
Epoch 193/500
225/225 [==============================] - 0s 731us/step - loss: 0.3309 - accuracy: 0.8653
Epoch 194/500
225/225 [==============================] - 0s 729us/step - loss: 0.3306 - accuracy: 0.8649
Epoch 195/500
225/225 [==============================] - 0s 719us/step - loss: 0.3309 - accuracy: 0.8640
Epoch 196/500
225/225 [==============================] - 0s 732us/step - loss: 0.3306 - accuracy: 0.8642
Epoch 197/500
225/225 [==============================] - 0s 736us/step - loss: 0.3303 - accuracy: 0.8654
Epoch 198/500
225/225 [==============================] - 0s 735us/step - loss: 0.3304 - accuracy: 0.8661
Epoch 199/500
225/225 [==============================] - 0s 753us/step - loss: 0.3288 - accuracy: 0.8674
Epoch 200/500
225/225 [==============================] - 0s 729us/step - loss: 0.3302 - accuracy: 0.8649
Epoch 201/500
225/225 [==============================] - 0s 717us/step - loss: 0.3299 - accuracy: 0.8657
Epoch 202/500
225/225 [==============================] - 0s 732us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 203/500
225/225 [==============================] - 0s 728us/step - loss: 0.3295 - accuracy: 0.8669
Epoch 204/500
225/225 [==============================] - 0s 733us/step - loss: 0.3295 - accuracy: 0.8649
Epoch 205/500
225/225 [==============================] - 0s 802us/step - loss: 0.3295 - accuracy: 0.8660
Epoch 206/500
225/225 [==============================] - 0s 734us/step - loss: 0.3293 - accuracy: 0.8646
Epoch 207/500
225/225 [==============================] - 0s 733us/step - loss: 0.3295 - accuracy: 0.8644
Epoch 208/500
225/225 [==============================] - 0s 732us/step - loss: 0.3295 - accuracy: 0.8664
Epoch 209/500
225/225 [==============================] - 0s 750us/step - loss: 0.3292 - accuracy: 0.8651
Epoch 210/500
225/225 [==============================] - 0s 729us/step - loss: 0.3294 - accuracy: 0.8664
Epoch 211/500
225/225 [==============================] - 0s 748us/step - loss: 0.3296 - accuracy: 0.8646
Epoch 212/500
225/225 [==============================] - 0s 733us/step - loss: 0.3294 - accuracy: 0.8656
Epoch 213/500
225/225 [==============================] - 0s 717us/step - loss: 0.3287 - accuracy: 0.8656
Epoch 214/500
225/225 [==============================] - 0s 726us/step - loss: 0.3291 - accuracy: 0.8650
Epoch 215/500
225/225 [==============================] - 0s 731us/step - loss: 0.3288 - accuracy: 0.8662
Epoch 216/500
225/225 [==============================] - 0s 723us/step - loss: 0.3286 - accuracy: 0.8660
Epoch 217/500
225/225 [==============================] - 0s 758us/step - loss: 0.3289 - accuracy: 0.8664
Epoch 218/500
225/225 [==============================] - 0s 752us/step - loss: 0.3291 - accuracy: 0.8665
Epoch 219/500
225/225 [==============================] - 0s 725us/step - loss: 0.3291 - accuracy: 0.8647
Epoch 220/500
225/225 [==============================] - 0s 728us/step - loss: 0.3284 - accuracy: 0.8669
Epoch 221/500
225/225 [==============================] - 0s 736us/step - loss: 0.3289 - accuracy: 0.8661
Epoch 222/500
225/225 [==============================] - 0s 723us/step - loss: 0.3290 - accuracy: 0.8653
Epoch 223/500
225/225 [==============================] - 0s 767us/step - loss: 0.3282 - accuracy: 0.8667
Epoch 224/500
225/225 [==============================] - 0s 728us/step - loss: 0.3287 - accuracy: 0.8671
Epoch 225/500
225/225 [==============================] - 0s 718us/step - loss: 0.3287 - accuracy: 0.8660
Epoch 226/500
225/225 [==============================] - 0s 752us/step - loss: 0.3284 - accuracy: 0.8664
Epoch 227/500
225/225 [==============================] - 0s 734us/step - loss: 0.3285 - accuracy: 0.8678
Epoch 228/500
225/225 [==============================] - 0s 718us/step - loss: 0.3287 - accuracy: 0.8654
Epoch 229/500
225/225 [==============================] - 0s 748us/step - loss: 0.3284 - accuracy: 0.8671
Epoch 230/500
225/225 [==============================] - 0s 732us/step - loss: 0.3287 - accuracy: 0.8678
Epoch 231/500
225/225 [==============================] - 0s 724us/step - loss: 0.3285 - accuracy: 0.8678
Epoch 232/500
225/225 [==============================] - 0s 740us/step - loss: 0.3286 - accuracy: 0.8646
Epoch 233/500
225/225 [==============================] - 0s 730us/step - loss: 0.3285 - accuracy: 0.8672
Epoch 234/500
225/225 [==============================] - 0s 737us/step - loss: 0.3286 - accuracy: 0.8656
Epoch 235/500
225/225 [==============================] - 0s 745us/step - loss: 0.3285 - accuracy: 0.8656
Epoch 236/500
225/225 [==============================] - 0s 730us/step - loss: 0.3283 - accuracy: 0.8665
Epoch 237/500
225/225 [==============================] - 0s 731us/step - loss: 0.3287 - accuracy: 0.8658
Epoch 238/500
225/225 [==============================] - 0s 724us/step - loss: 0.3286 - accuracy: 0.8650
Epoch 239/500
225/225 [==============================] - 0s 740us/step - loss: 0.3284 - accuracy: 0.8661
Epoch 240/500
225/225 [==============================] - 0s 726us/step - loss: 0.3284 - accuracy: 0.8644
Epoch 241/500
225/225 [==============================] - 0s 764us/step - loss: 0.3282 - accuracy: 0.8661
Epoch 242/500
225/225 [==============================] - 0s 747us/step - loss: 0.3284 - accuracy: 0.8657
Epoch 243/500
225/225 [==============================] - 0s 724us/step - loss: 0.3286 - accuracy: 0.8651
Epoch 244/500
225/225 [==============================] - 0s 733us/step - loss: 0.3282 - accuracy: 0.8651
Epoch 245/500
225/225 [==============================] - 0s 729us/step - loss: 0.3282 - accuracy: 0.8649
Epoch 246/500
225/225 [==============================] - 0s 722us/step - loss: 0.3285 - accuracy: 0.8676
Epoch 247/500
225/225 [==============================] - 0s 782us/step - loss: 0.3280 - accuracy: 0.8682
Epoch 248/500
225/225 [==============================] - 0s 730us/step - loss: 0.3282 - accuracy: 0.8676
Epoch 249/500
225/225 [==============================] - 0s 714us/step - loss: 0.3281 - accuracy: 0.8658
Epoch 250/500
225/225 [==============================] - 0s 731us/step - loss: 0.3283 - accuracy: 0.8640
Epoch 251/500
225/225 [==============================] - 0s 727us/step - loss: 0.3282 - accuracy: 0.8664
Epoch 252/500
225/225 [==============================] - 0s 745us/step - loss: 0.3281 - accuracy: 0.8669
Epoch 253/500
225/225 [==============================] - 0s 742us/step - loss: 0.3280 - accuracy: 0.8676
Epoch 254/500
225/225 [==============================] - 0s 750us/step - loss: 0.3282 - accuracy: 0.8661
Epoch 255/500
225/225 [==============================] - 0s 725us/step - loss: 0.3278 - accuracy: 0.8672
Epoch 256/500
225/225 [==============================] - 0s 736us/step - loss: 0.3283 - accuracy: 0.8675
Epoch 257/500
225/225 [==============================] - 0s 866us/step - loss: 0.3282 - accuracy: 0.8669
Epoch 258/500
225/225 [==============================] - 0s 772us/step - loss: 0.3280 - accuracy: 0.8656
Epoch 259/500
225/225 [==============================] - 0s 714us/step - loss: 0.3279 - accuracy: 0.8650
Epoch 260/500
225/225 [==============================] - 0s 732us/step - loss: 0.3280 - accuracy: 0.8679
Epoch 261/500
225/225 [==============================] - 0s 744us/step - loss: 0.3283 - accuracy: 0.8669
Epoch 262/500
225/225 [==============================] - 0s 711us/step - loss: 0.3277 - accuracy: 0.8660
Epoch 263/500
225/225 [==============================] - 0s 728us/step - loss: 0.3282 - accuracy: 0.8668
Epoch 264/500
225/225 [==============================] - 0s 769us/step - loss: 0.3279 - accuracy: 0.8674
Epoch 265/500
225/225 [==============================] - 0s 718us/step - loss: 0.3283 - accuracy: 0.8657
Epoch 266/500
225/225 [==============================] - 0s 731us/step - loss: 0.3283 - accuracy: 0.8658
Epoch 267/500
225/225 [==============================] - 0s 738us/step - loss: 0.3279 - accuracy: 0.8668
Epoch 268/500
225/225 [==============================] - 0s 716us/step - loss: 0.3282 - accuracy: 0.8690
Epoch 269/500
225/225 [==============================] - 0s 733us/step - loss: 0.3281 - accuracy: 0.8667
Epoch 270/500
225/225 [==============================] - 0s 757us/step - loss: 0.3283 - accuracy: 0.8674
Epoch 271/500
225/225 [==============================] - 0s 715us/step - loss: 0.3279 - accuracy: 0.8656
Epoch 272/500
225/225 [==============================] - 0s 731us/step - loss: 0.3277 - accuracy: 0.8678
Epoch 273/500
225/225 [==============================] - 0s 736us/step - loss: 0.3280 - accuracy: 0.8665
Epoch 274/500
225/225 [==============================] - 0s 714us/step - loss: 0.3282 - accuracy: 0.8660
Epoch 275/500
225/225 [==============================] - 0s 737us/step - loss: 0.3279 - accuracy: 0.8654
Epoch 276/500
225/225 [==============================] - 0s 784us/step - loss: 0.3284 - accuracy: 0.8672
Epoch 277/500
225/225 [==============================] - 0s 739us/step - loss: 0.3275 - accuracy: 0.8668
Epoch 278/500
225/225 [==============================] - 0s 731us/step - loss: 0.3278 - accuracy: 0.8667
Epoch 279/500
225/225 [==============================] - 0s 758us/step - loss: 0.3278 - accuracy: 0.8653
Epoch 280/500
225/225 [==============================] - 0s 723us/step - loss: 0.3280 - accuracy: 0.8640
Epoch 281/500
225/225 [==============================] - 0s 731us/step - loss: 0.3281 - accuracy: 0.8676
Epoch 282/500
225/225 [==============================] - 0s 926us/step - loss: 0.3277 - accuracy: 0.8649
Epoch 283/500
225/225 [==============================] - 0s 716us/step - loss: 0.3275 - accuracy: 0.8690
Epoch 284/500
225/225 [==============================] - 0s 734us/step - loss: 0.3282 - accuracy: 0.8667
Epoch 285/500
225/225 [==============================] - 0s 731us/step - loss: 0.3280 - accuracy: 0.8662
Epoch 286/500
225/225 [==============================] - 0s 715us/step - loss: 0.3274 - accuracy: 0.8662
Epoch 287/500
225/225 [==============================] - 0s 738us/step - loss: 0.3280 - accuracy: 0.8660
Epoch 288/500
225/225 [==============================] - 0s 776us/step - loss: 0.3278 - accuracy: 0.8674
Epoch 289/500
225/225 [==============================] - 0s 717us/step - loss: 0.3276 - accuracy: 0.8668
Epoch 290/500
225/225 [==============================] - 0s 729us/step - loss: 0.3277 - accuracy: 0.8676
Epoch 291/500
225/225 [==============================] - 0s 742us/step - loss: 0.3276 - accuracy: 0.8657
Epoch 292/500
225/225 [==============================] - 0s 716us/step - loss: 0.3278 - accuracy: 0.8657
Epoch 293/500
225/225 [==============================] - 0s 731us/step - loss: 0.3278 - accuracy: 0.8658
Epoch 294/500
225/225 [==============================] - 0s 748us/step - loss: 0.3279 - accuracy: 0.8662
Epoch 295/500
225/225 [==============================] - 0s 719us/step - loss: 0.3277 - accuracy: 0.8668
Epoch 296/500
225/225 [==============================] - 0s 735us/step - loss: 0.3272 - accuracy: 0.8667
Epoch 297/500
225/225 [==============================] - 0s 736us/step - loss: 0.3279 - accuracy: 0.8658
Epoch 298/500
225/225 [==============================] - 0s 720us/step - loss: 0.3276 - accuracy: 0.8664
Epoch 299/500
225/225 [==============================] - 0s 734us/step - loss: 0.3276 - accuracy: 0.8656
Epoch 300/500
225/225 [==============================] - 0s 772us/step - loss: 0.3280 - accuracy: 0.8664
Epoch 301/500
225/225 [==============================] - 0s 749us/step - loss: 0.3274 - accuracy: 0.8662
Epoch 302/500
225/225 [==============================] - 0s 723us/step - loss: 0.3273 - accuracy: 0.8658
Epoch 303/500
225/225 [==============================] - 0s 736us/step - loss: 0.3280 - accuracy: 0.8654
Epoch 304/500
225/225 [==============================] - 0s 733us/step - loss: 0.3273 - accuracy: 0.8669
Epoch 305/500
225/225 [==============================] - 0s 710us/step - loss: 0.3274 - accuracy: 0.8669
Epoch 306/500
225/225 [==============================] - 0s 768us/step - loss: 0.3273 - accuracy: 0.8679
Epoch 307/500
225/225 [==============================] - 0s 740us/step - loss: 0.3275 - accuracy: 0.8664
Epoch 308/500
225/225 [==============================] - 0s 714us/step - loss: 0.3277 - accuracy: 0.8674
Epoch 309/500
225/225 [==============================] - 0s 738us/step - loss: 0.3273 - accuracy: 0.8661
Epoch 310/500
225/225 [==============================] - 0s 731us/step - loss: 0.3274 - accuracy: 0.8675
Epoch 311/500
225/225 [==============================] - 0s 718us/step - loss: 0.3277 - accuracy: 0.8667
Epoch 312/500
225/225 [==============================] - 0s 778us/step - loss: 0.3277 - accuracy: 0.8671
Epoch 313/500
225/225 [==============================] - 0s 775us/step - loss: 0.3277 - accuracy: 0.8656
Epoch 314/500
225/225 [==============================] - 0s 803us/step - loss: 0.3274 - accuracy: 0.8649
Epoch 315/500
225/225 [==============================] - 0s 727us/step - loss: 0.3279 - accuracy: 0.8640
Epoch 316/500
225/225 [==============================] - 0s 715us/step - loss: 0.3276 - accuracy: 0.8667
Epoch 317/500
225/225 [==============================] - 0s 731us/step - loss: 0.3278 - accuracy: 0.8681
Epoch 318/500
225/225 [==============================] - 0s 788us/step - loss: 0.3278 - accuracy: 0.8668
Epoch 319/500
225/225 [==============================] - 0s 740us/step - loss: 0.3279 - accuracy: 0.8654
Epoch 320/500
225/225 [==============================] - 0s 718us/step - loss: 0.3271 - accuracy: 0.8651
Epoch 321/500
225/225 [==============================] - 0s 732us/step - loss: 0.3277 - accuracy: 0.8651
Epoch 322/500
225/225 [==============================] - 0s 726us/step - loss: 0.3278 - accuracy: 0.8658
Epoch 323/500
225/225 [==============================] - 0s 715us/step - loss: 0.3278 - accuracy: 0.8664
Epoch 324/500
225/225 [==============================] - 0s 765us/step - loss: 0.3275 - accuracy: 0.8669
Epoch 325/500
225/225 [==============================] - 0s 728us/step - loss: 0.3277 - accuracy: 0.8658
Epoch 326/500
225/225 [==============================] - 0s 720us/step - loss: 0.3271 - accuracy: 0.8662
Epoch 327/500
225/225 [==============================] - 0s 744us/step - loss: 0.3278 - accuracy: 0.8676
Epoch 328/500
225/225 [==============================] - 0s 731us/step - loss: 0.3275 - accuracy: 0.8667
Epoch 329/500
225/225 [==============================] - 0s 716us/step - loss: 0.3275 - accuracy: 0.8678
Epoch 330/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3277 - accuracy: 0.8667
Epoch 331/500
225/225 [==============================] - 0s 738us/step - loss: 0.3277 - accuracy: 0.8658
Epoch 332/500
225/225 [==============================] - 0s 736us/step - loss: 0.3274 - accuracy: 0.8674
Epoch 333/500
225/225 [==============================] - 0s 731us/step - loss: 0.3279 - accuracy: 0.8646
Epoch 334/500
225/225 [==============================] - 0s 735us/step - loss: 0.3277 - accuracy: 0.8664
Epoch 335/500
225/225 [==============================] - 0s 771us/step - loss: 0.3276 - accuracy: 0.8674
Epoch 336/500
225/225 [==============================] - 0s 757us/step - loss: 0.3272 - accuracy: 0.8669
Epoch 337/500
225/225 [==============================] - 0s 738us/step - loss: 0.3278 - accuracy: 0.8667
Epoch 338/500
225/225 [==============================] - 0s 739us/step - loss: 0.3272 - accuracy: 0.8667
Epoch 339/500
225/225 [==============================] - 0s 845us/step - loss: 0.3276 - accuracy: 0.8668
Epoch 340/500
225/225 [==============================] - 0s 741us/step - loss: 0.3273 - accuracy: 0.8671
Epoch 341/500
225/225 [==============================] - 0s 800us/step - loss: 0.3276 - accuracy: 0.8660
Epoch 342/500
225/225 [==============================] - 0s 720us/step - loss: 0.3275 - accuracy: 0.8665
Epoch 343/500
225/225 [==============================] - 0s 742us/step - loss: 0.3270 - accuracy: 0.8650
Epoch 344/500
225/225 [==============================] - 0s 742us/step - loss: 0.3271 - accuracy: 0.8671
Epoch 345/500
225/225 [==============================] - 0s 724us/step - loss: 0.3275 - accuracy: 0.8671
Epoch 346/500
225/225 [==============================] - 0s 735us/step - loss: 0.3272 - accuracy: 0.8667
Epoch 347/500
225/225 [==============================] - 0s 785us/step - loss: 0.3274 - accuracy: 0.8667
Epoch 348/500
225/225 [==============================] - 0s 719us/step - loss: 0.3275 - accuracy: 0.8660
Epoch 349/500
225/225 [==============================] - 0s 735us/step - loss: 0.3268 - accuracy: 0.8660
Epoch 350/500
225/225 [==============================] - 0s 742us/step - loss: 0.3267 - accuracy: 0.8678
Epoch 351/500
225/225 [==============================] - 0s 725us/step - loss: 0.3278 - accuracy: 0.8660
Epoch 352/500
225/225 [==============================] - 0s 741us/step - loss: 0.3272 - accuracy: 0.8674
Epoch 353/500
225/225 [==============================] - 0s 766us/step - loss: 0.3274 - accuracy: 0.8665
Epoch 354/500
225/225 [==============================] - 0s 718us/step - loss: 0.3276 - accuracy: 0.8661
Epoch 355/500
225/225 [==============================] - 0s 735us/step - loss: 0.3275 - accuracy: 0.8662
Epoch 356/500
225/225 [==============================] - 0s 747us/step - loss: 0.3272 - accuracy: 0.8676
Epoch 357/500
225/225 [==============================] - 0s 749us/step - loss: 0.3277 - accuracy: 0.8664
Epoch 358/500
225/225 [==============================] - 0s 722us/step - loss: 0.3270 - accuracy: 0.8665
Epoch 359/500
225/225 [==============================] - 0s 741us/step - loss: 0.3269 - accuracy: 0.8669
Epoch 360/500
225/225 [==============================] - 0s 762us/step - loss: 0.3270 - accuracy: 0.8662
Epoch 361/500
225/225 [==============================] - 0s 725us/step - loss: 0.3272 - accuracy: 0.8651
Epoch 362/500
225/225 [==============================] - 0s 738us/step - loss: 0.3273 - accuracy: 0.8675
Epoch 363/500
225/225 [==============================] - 0s 737us/step - loss: 0.3273 - accuracy: 0.8657
Epoch 364/500
225/225 [==============================] - 0s 717us/step - loss: 0.3275 - accuracy: 0.8669
Epoch 365/500
225/225 [==============================] - 0s 774us/step - loss: 0.3270 - accuracy: 0.8675
Epoch 366/500
225/225 [==============================] - 0s 737us/step - loss: 0.3272 - accuracy: 0.8662
Epoch 367/500
225/225 [==============================] - 0s 719us/step - loss: 0.3271 - accuracy: 0.8661
Epoch 368/500
225/225 [==============================] - 0s 740us/step - loss: 0.3276 - accuracy: 0.8660
Epoch 369/500
225/225 [==============================] - 0s 736us/step - loss: 0.3271 - accuracy: 0.8658
Epoch 370/500
225/225 [==============================] - 0s 761us/step - loss: 0.3272 - accuracy: 0.8660
Epoch 371/500
225/225 [==============================] - 0s 740us/step - loss: 0.3276 - accuracy: 0.8649
Epoch 372/500
225/225 [==============================] - 0s 744us/step - loss: 0.3273 - accuracy: 0.8660
Epoch 373/500
225/225 [==============================] - 0s 725us/step - loss: 0.3273 - accuracy: 0.8668
Epoch 374/500
225/225 [==============================] - 0s 748us/step - loss: 0.3274 - accuracy: 0.8667
Epoch 375/500
225/225 [==============================] - 0s 741us/step - loss: 0.3273 - accuracy: 0.8662
Epoch 376/500
225/225 [==============================] - 0s 758us/step - loss: 0.3274 - accuracy: 0.8661
Epoch 377/500
225/225 [==============================] - 0s 754us/step - loss: 0.3267 - accuracy: 0.8654
Epoch 378/500
225/225 [==============================] - 0s 735us/step - loss: 0.3274 - accuracy: 0.8669
Epoch 379/500
225/225 [==============================] - 0s 718us/step - loss: 0.3276 - accuracy: 0.8679
Epoch 380/500
225/225 [==============================] - 0s 739us/step - loss: 0.3267 - accuracy: 0.8675
Epoch 381/500
225/225 [==============================] - 0s 737us/step - loss: 0.3273 - accuracy: 0.8668
Epoch 382/500
225/225 [==============================] - 0s 735us/step - loss: 0.3277 - accuracy: 0.8661
Epoch 383/500
225/225 [==============================] - 0s 757us/step - loss: 0.3272 - accuracy: 0.8679
Epoch 384/500
225/225 [==============================] - 0s 745us/step - loss: 0.3272 - accuracy: 0.8656
Epoch 385/500
225/225 [==============================] - 0s 720us/step - loss: 0.3269 - accuracy: 0.8660
Epoch 386/500
225/225 [==============================] - 0s 774us/step - loss: 0.3271 - accuracy: 0.8668
Epoch 387/500
225/225 [==============================] - 0s 750us/step - loss: 0.3273 - accuracy: 0.8660
Epoch 388/500
225/225 [==============================] - 0s 749us/step - loss: 0.3272 - accuracy: 0.8668
Epoch 389/500
225/225 [==============================] - 0s 744us/step - loss: 0.3273 - accuracy: 0.8650
Epoch 390/500
225/225 [==============================] - 0s 737us/step - loss: 0.3267 - accuracy: 0.8665
Epoch 391/500
225/225 [==============================] - 0s 729us/step - loss: 0.3266 - accuracy: 0.8665
Epoch 392/500
225/225 [==============================] - 0s 741us/step - loss: 0.3270 - accuracy: 0.8656
Epoch 393/500
225/225 [==============================] - 0s 733us/step - loss: 0.3270 - accuracy: 0.8667
Epoch 394/500
225/225 [==============================] - 0s 765us/step - loss: 0.3270 - accuracy: 0.8669
Epoch 395/500
225/225 [==============================] - 0s 754us/step - loss: 0.3268 - accuracy: 0.8665
Epoch 396/500
225/225 [==============================] - 0s 733us/step - loss: 0.3269 - accuracy: 0.8658
Epoch 397/500
225/225 [==============================] - 0s 735us/step - loss: 0.3275 - accuracy: 0.8672
Epoch 398/500
225/225 [==============================] - 0s 727us/step - loss: 0.3268 - accuracy: 0.8667
Epoch 399/500
225/225 [==============================] - 0s 737us/step - loss: 0.3272 - accuracy: 0.8664
Epoch 400/500
225/225 [==============================] - 0s 779us/step - loss: 0.3269 - accuracy: 0.8669
Epoch 401/500
225/225 [==============================] - 0s 728us/step - loss: 0.3273 - accuracy: 0.8669
Epoch 402/500
225/225 [==============================] - 0s 735us/step - loss: 0.3272 - accuracy: 0.8662
Epoch 403/500
225/225 [==============================] - 0s 738us/step - loss: 0.3267 - accuracy: 0.8654
Epoch 404/500
225/225 [==============================] - 0s 727us/step - loss: 0.3272 - accuracy: 0.8667
Epoch 405/500
225/225 [==============================] - 0s 734us/step - loss: 0.3268 - accuracy: 0.8671
Epoch 406/500
225/225 [==============================] - 0s 843us/step - loss: 0.3272 - accuracy: 0.8664
Epoch 407/500
225/225 [==============================] - 0s 736us/step - loss: 0.3270 - accuracy: 0.8661
Epoch 408/500
225/225 [==============================] - 0s 729us/step - loss: 0.3266 - accuracy: 0.8665
Epoch 409/500
225/225 [==============================] - 0s 739us/step - loss: 0.3270 - accuracy: 0.8668
Epoch 410/500
225/225 [==============================] - 0s 732us/step - loss: 0.3269 - accuracy: 0.8658
Epoch 411/500
225/225 [==============================] - 0s 731us/step - loss: 0.3273 - accuracy: 0.8665
Epoch 412/500
225/225 [==============================] - 0s 752us/step - loss: 0.3271 - accuracy: 0.8676
Epoch 413/500
225/225 [==============================] - 0s 732us/step - loss: 0.3271 - accuracy: 0.8681
Epoch 414/500
225/225 [==============================] - 0s 733us/step - loss: 0.3272 - accuracy: 0.8658
Epoch 415/500
225/225 [==============================] - 0s 734us/step - loss: 0.3269 - accuracy: 0.8657
Epoch 416/500
225/225 [==============================] - 0s 726us/step - loss: 0.3272 - accuracy: 0.8669
Epoch 417/500
225/225 [==============================] - 0s 734us/step - loss: 0.3271 - accuracy: 0.8665
Epoch 418/500
225/225 [==============================] - 0s 765us/step - loss: 0.3268 - accuracy: 0.8661
Epoch 419/500
225/225 [==============================] - 0s 748us/step - loss: 0.3266 - accuracy: 0.8662
Epoch 420/500
225/225 [==============================] - 0s 731us/step - loss: 0.3267 - accuracy: 0.8658
Epoch 421/500
225/225 [==============================] - 0s 740us/step - loss: 0.3270 - accuracy: 0.8662
Epoch 422/500
225/225 [==============================] - 0s 729us/step - loss: 0.3268 - accuracy: 0.8658
Epoch 423/500
225/225 [==============================] - 0s 773us/step - loss: 0.3267 - accuracy: 0.8675
Epoch 424/500
225/225 [==============================] - 0s 742us/step - loss: 0.3267 - accuracy: 0.8683
Epoch 425/500
225/225 [==============================] - 0s 738us/step - loss: 0.3266 - accuracy: 0.8671
Epoch 426/500
225/225 [==============================] - 0s 738us/step - loss: 0.3269 - accuracy: 0.8687
Epoch 427/500
225/225 [==============================] - 0s 733us/step - loss: 0.3270 - accuracy: 0.8667
Epoch 428/500
225/225 [==============================] - 0s 729us/step - loss: 0.3273 - accuracy: 0.8664
Epoch 429/500
225/225 [==============================] - 0s 769us/step - loss: 0.3271 - accuracy: 0.8661
Epoch 430/500
225/225 [==============================] - 0s 735us/step - loss: 0.3267 - accuracy: 0.8653
Epoch 431/500
225/225 [==============================] - 0s 738us/step - loss: 0.3270 - accuracy: 0.8660
Epoch 432/500
225/225 [==============================] - 0s 722us/step - loss: 0.3266 - accuracy: 0.8687
Epoch 433/500
225/225 [==============================] - 0s 738us/step - loss: 0.3267 - accuracy: 0.8664
Epoch 434/500
225/225 [==============================] - 0s 742us/step - loss: 0.3271 - accuracy: 0.8669
Epoch 435/500
225/225 [==============================] - 0s 739us/step - loss: 0.3266 - accuracy: 0.8678
Epoch 436/500
225/225 [==============================] - 0s 743us/step - loss: 0.3270 - accuracy: 0.8653
Epoch 437/500
225/225 [==============================] - 0s 740us/step - loss: 0.3268 - accuracy: 0.8661
Epoch 438/500
225/225 [==============================] - 0s 717us/step - loss: 0.3271 - accuracy: 0.8668
Epoch 439/500
225/225 [==============================] - 0s 733us/step - loss: 0.3268 - accuracy: 0.8678
Epoch 440/500
225/225 [==============================] - 0s 739us/step - loss: 0.3266 - accuracy: 0.8667
Epoch 441/500
225/225 [==============================] - 0s 746us/step - loss: 0.3264 - accuracy: 0.8665
Epoch 442/500
225/225 [==============================] - 0s 731us/step - loss: 0.3270 - accuracy: 0.8664
Epoch 443/500
225/225 [==============================] - 0s 745us/step - loss: 0.3266 - accuracy: 0.8676
Epoch 444/500
225/225 [==============================] - 0s 719us/step - loss: 0.3268 - accuracy: 0.8678
Epoch 445/500
225/225 [==============================] - 0s 738us/step - loss: 0.3267 - accuracy: 0.8660
Epoch 446/500
225/225 [==============================] - 0s 749us/step - loss: 0.3268 - accuracy: 0.8671
Epoch 447/500
225/225 [==============================] - 0s 756us/step - loss: 0.3269 - accuracy: 0.8662
Epoch 448/500
225/225 [==============================] - 0s 734us/step - loss: 0.3266 - accuracy: 0.8672
Epoch 449/500
225/225 [==============================] - 0s 743us/step - loss: 0.3267 - accuracy: 0.8662
Epoch 450/500
225/225 [==============================] - 0s 731us/step - loss: 0.3266 - accuracy: 0.8667
Epoch 451/500
225/225 [==============================] - 0s 734us/step - loss: 0.3266 - accuracy: 0.8668
Epoch 452/500
225/225 [==============================] - 0s 741us/step - loss: 0.3265 - accuracy: 0.8671
Epoch 453/500
225/225 [==============================] - 0s 747us/step - loss: 0.3266 - accuracy: 0.8671
Epoch 454/500
225/225 [==============================] - 0s 758us/step - loss: 0.3271 - accuracy: 0.8662
Epoch 455/500
225/225 [==============================] - 0s 754us/step - loss: 0.3264 - accuracy: 0.8682
Epoch 456/500
225/225 [==============================] - 0s 734us/step - loss: 0.3266 - accuracy: 0.8662
Epoch 457/500
225/225 [==============================] - 0s 736us/step - loss: 0.3269 - accuracy: 0.8674
Epoch 458/500
225/225 [==============================] - 0s 743us/step - loss: 0.3269 - accuracy: 0.8690
Epoch 459/500
225/225 [==============================] - 0s 760us/step - loss: 0.3268 - accuracy: 0.8679
Epoch 460/500
225/225 [==============================] - 0s 732us/step - loss: 0.3267 - accuracy: 0.8662
Epoch 461/500
225/225 [==============================] - 0s 734us/step - loss: 0.3268 - accuracy: 0.8678
Epoch 462/500
225/225 [==============================] - 0s 722us/step - loss: 0.3267 - accuracy: 0.8656
Epoch 463/500
225/225 [==============================] - 0s 728us/step - loss: 0.3267 - accuracy: 0.8667
Epoch 464/500
225/225 [==============================] - 0s 722us/step - loss: 0.3268 - accuracy: 0.8665
Epoch 465/500
225/225 [==============================] - 0s 758us/step - loss: 0.3265 - accuracy: 0.8679
Epoch 466/500
225/225 [==============================] - 0s 831us/step - loss: 0.3268 - accuracy: 0.8664
Epoch 467/500
225/225 [==============================] - 0s 741us/step - loss: 0.3265 - accuracy: 0.8665
Epoch 468/500
225/225 [==============================] - 0s 724us/step - loss: 0.3265 - accuracy: 0.8657
Epoch 469/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3265 - accuracy: 0.8675
Epoch 470/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3268 - accuracy: 0.8667
Epoch 471/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3265 - accuracy: 0.8686
Epoch 472/500
225/225 [==============================] - 0s 724us/step - loss: 0.3269 - accuracy: 0.8683
Epoch 473/500
225/225 [==============================] - 0s 739us/step - loss: 0.3268 - accuracy: 0.8665
Epoch 474/500
225/225 [==============================] - 0s 776us/step - loss: 0.3264 - accuracy: 0.8679
Epoch 475/500
225/225 [==============================] - 0s 993us/step - loss: 0.3268 - accuracy: 0.8662
Epoch 476/500
225/225 [==============================] - 0s 901us/step - loss: 0.3267 - accuracy: 0.8669
Epoch 477/500
225/225 [==============================] - 0s 787us/step - loss: 0.3270 - accuracy: 0.8669
Epoch 478/500
225/225 [==============================] - 0s 973us/step - loss: 0.3267 - accuracy: 0.8669
Epoch 479/500
225/225 [==============================] - 0s 846us/step - loss: 0.3267 - accuracy: 0.8658
Epoch 480/500
225/225 [==============================] - 0s 965us/step - loss: 0.3265 - accuracy: 0.8672
Epoch 481/500
225/225 [==============================] - 0s 820us/step - loss: 0.3265 - accuracy: 0.8674
Epoch 482/500
225/225 [==============================] - 0s 789us/step - loss: 0.3268 - accuracy: 0.8674
Epoch 483/500
225/225 [==============================] - 0s 884us/step - loss: 0.3268 - accuracy: 0.8671
Epoch 484/500
225/225 [==============================] - 0s 771us/step - loss: 0.3264 - accuracy: 0.8662
Epoch 485/500
225/225 [==============================] - 0s 757us/step - loss: 0.3265 - accuracy: 0.8657
Epoch 486/500
225/225 [==============================] - 0s 894us/step - loss: 0.3267 - accuracy: 0.8675
Epoch 487/500
225/225 [==============================] - 0s 749us/step - loss: 0.3267 - accuracy: 0.8683
Epoch 488/500
225/225 [==============================] - 0s 792us/step - loss: 0.3265 - accuracy: 0.8676
Epoch 489/500
225/225 [==============================] - 0s 849us/step - loss: 0.3266 - accuracy: 0.8693
Epoch 490/500
225/225 [==============================] - 0s 709us/step - loss: 0.3264 - accuracy: 0.8654
Epoch 491/500
225/225 [==============================] - 0s 758us/step - loss: 0.3270 - accuracy: 0.8658
Epoch 492/500
225/225 [==============================] - 0s 742us/step - loss: 0.3263 - accuracy: 0.8669
Epoch 493/500
225/225 [==============================] - 0s 720us/step - loss: 0.3265 - accuracy: 0.8662
Epoch 494/500
225/225 [==============================] - 0s 797us/step - loss: 0.3266 - accuracy: 0.8676
Epoch 495/500
225/225 [==============================] - 0s 759us/step - loss: 0.3264 - accuracy: 0.8675
Epoch 496/500
225/225 [==============================] - 0s 726us/step - loss: 0.3269 - accuracy: 0.8671
Epoch 497/500
225/225 [==============================] - 0s 728us/step - loss: 0.3266 - accuracy: 0.8662
Epoch 498/500
225/225 [==============================] - 0s 762us/step - loss: 0.3266 - accuracy: 0.8667
Epoch 499/500
225/225 [==============================] - 0s 723us/step - loss: 0.3264 - accuracy: 0.8658
Epoch 500/500
225/225 [==============================] - 0s 734us/step - loss: 0.3263 - accuracy: 0.8671
Epoch 1/500
225/225 [==============================] - 0s 961us/step - loss: 0.6241 - accuracy: 0.7926
Epoch 2/500
225/225 [==============================] - 0s 808us/step - loss: 0.5521 - accuracy: 0.7940
Epoch 3/500
225/225 [==============================] - 0s 810us/step - loss: 0.5263 - accuracy: 0.7940
Epoch 4/500
225/225 [==============================] - 0s 807us/step - loss: 0.5162 - accuracy: 0.7940
Epoch 5/500
225/225 [==============================] - 0s 820us/step - loss: 0.5119 - accuracy: 0.7940
Epoch 6/500
225/225 [==============================] - 0s 792us/step - loss: 0.5101 - accuracy: 0.7940
Epoch 7/500
225/225 [==============================] - 0s 734us/step - loss: 0.5093 - accuracy: 0.7940
Epoch 8/500
225/225 [==============================] - 0s 722us/step - loss: 0.5089 - accuracy: 0.7940
Epoch 9/500
225/225 [==============================] - 0s 724us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 10/500
225/225 [==============================] - 0s 722us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 11/500
225/225 [==============================] - 0s 760us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 12/500
225/225 [==============================] - 0s 728us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 13/500
225/225 [==============================] - 0s 727us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 14/500
225/225 [==============================] - 0s 959us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 15/500
225/225 [==============================] - 0s 973us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 16/500
225/225 [==============================] - 0s 746us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 17/500
225/225 [==============================] - 0s 739us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 18/500
225/225 [==============================] - 0s 719us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 19/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5086 - accuracy: 0.7940
Epoch 20/500
225/225 [==============================] - 0s 744us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 21/500
225/225 [==============================] - 0s 746us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 22/500
225/225 [==============================] - 0s 758us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 23/500
225/225 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 24/500
225/225 [==============================] - 0s 813us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 25/500
225/225 [==============================] - 0s 809us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 26/500
225/225 [==============================] - 0s 784us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 27/500
225/225 [==============================] - 0s 745us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 28/500
225/225 [==============================] - 0s 777us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 29/500
225/225 [==============================] - 0s 818us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 30/500
225/225 [==============================] - 0s 814us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 31/500
225/225 [==============================] - 0s 814us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 32/500
225/225 [==============================] - 0s 820us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 33/500
225/225 [==============================] - 0s 829us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 34/500
225/225 [==============================] - 0s 735us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 35/500
225/225 [==============================] - 0s 723us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 36/500
225/225 [==============================] - 0s 721us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 37/500
225/225 [==============================] - 0s 725us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 38/500
225/225 [==============================] - 0s 776us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 39/500
225/225 [==============================] - 0s 725us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 40/500
225/225 [==============================] - 0s 718us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 41/500
225/225 [==============================] - 0s 713us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 42/500
225/225 [==============================] - 0s 740us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 43/500
225/225 [==============================] - 0s 718us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 44/500
225/225 [==============================] - 0s 743us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 45/500
225/225 [==============================] - 0s 727us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 46/500
225/225 [==============================] - 0s 718us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 47/500
225/225 [==============================] - 0s 720us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 48/500
225/225 [==============================] - 0s 725us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 49/500
225/225 [==============================] - 0s 725us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 50/500
225/225 [==============================] - 0s 752us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 51/500
225/225 [==============================] - 0s 726us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 52/500
225/225 [==============================] - 0s 724us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 53/500
225/225 [==============================] - 0s 720us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 54/500
225/225 [==============================] - 0s 735us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 55/500
225/225 [==============================] - 0s 735us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 56/500
225/225 [==============================] - 0s 746us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 57/500
225/225 [==============================] - 0s 737us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 58/500
225/225 [==============================] - 0s 717us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 59/500
225/225 [==============================] - 0s 720us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 60/500
225/225 [==============================] - 0s 744us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 61/500
225/225 [==============================] - 0s 722us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 62/500
225/225 [==============================] - 0s 751us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 63/500
225/225 [==============================] - 0s 753us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 64/500
225/225 [==============================] - 0s 718us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 65/500
225/225 [==============================] - 0s 717us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 66/500
225/225 [==============================] - 0s 729us/step - loss: 0.5080 - accuracy: 0.7940
Epoch 67/500
225/225 [==============================] - 0s 723us/step - loss: 0.5080 - accuracy: 0.7940
Epoch 68/500
225/225 [==============================] - 0s 758us/step - loss: 0.5079 - accuracy: 0.7940
Epoch 69/500
225/225 [==============================] - 0s 732us/step - loss: 0.5078 - accuracy: 0.7940
Epoch 70/500
225/225 [==============================] - 0s 720us/step - loss: 0.5077 - accuracy: 0.7940
Epoch 71/500
225/225 [==============================] - 0s 716us/step - loss: 0.5076 - accuracy: 0.7940
Epoch 72/500
225/225 [==============================] - 0s 725us/step - loss: 0.5074 - accuracy: 0.7940
Epoch 73/500
225/225 [==============================] - 0s 722us/step - loss: 0.5072 - accuracy: 0.7940
Epoch 74/500
225/225 [==============================] - 0s 779us/step - loss: 0.5070 - accuracy: 0.7940
Epoch 75/500
225/225 [==============================] - 0s 718us/step - loss: 0.5068 - accuracy: 0.7940
Epoch 76/500
225/225 [==============================] - 0s 724us/step - loss: 0.5065 - accuracy: 0.7940
Epoch 77/500
225/225 [==============================] - 0s 719us/step - loss: 0.5061 - accuracy: 0.7940
Epoch 78/500
225/225 [==============================] - 0s 725us/step - loss: 0.5056 - accuracy: 0.7940
Epoch 79/500
225/225 [==============================] - 0s 722us/step - loss: 0.5050 - accuracy: 0.7940
Epoch 80/500
225/225 [==============================] - 0s 765us/step - loss: 0.5043 - accuracy: 0.7940
Epoch 81/500
225/225 [==============================] - 0s 722us/step - loss: 0.5034 - accuracy: 0.7940
Epoch 82/500
225/225 [==============================] - 0s 721us/step - loss: 0.5022 - accuracy: 0.7940
Epoch 83/500
225/225 [==============================] - 0s 722us/step - loss: 0.5007 - accuracy: 0.7940
Epoch 84/500
225/225 [==============================] - 0s 721us/step - loss: 0.4987 - accuracy: 0.7940
Epoch 85/500
225/225 [==============================] - 0s 721us/step - loss: 0.4961 - accuracy: 0.7940
Epoch 86/500
225/225 [==============================] - 0s 743us/step - loss: 0.4926 - accuracy: 0.7940
Epoch 87/500
225/225 [==============================] - 0s 835us/step - loss: 0.4880 - accuracy: 0.7940
Epoch 88/500
225/225 [==============================] - 0s 748us/step - loss: 0.4822 - accuracy: 0.7940
Epoch 89/500
225/225 [==============================] - 0s 718us/step - loss: 0.4750 - accuracy: 0.7940
Epoch 90/500
225/225 [==============================] - 0s 741us/step - loss: 0.4670 - accuracy: 0.7940
Epoch 91/500
225/225 [==============================] - 0s 756us/step - loss: 0.4591 - accuracy: 0.7937
Epoch 92/500
225/225 [==============================] - 0s 763us/step - loss: 0.4524 - accuracy: 0.7939
Epoch 93/500
225/225 [==============================] - 0s 776us/step - loss: 0.4474 - accuracy: 0.7957
Epoch 94/500
225/225 [==============================] - 0s 820us/step - loss: 0.4437 - accuracy: 0.7976
Epoch 95/500
225/225 [==============================] - 0s 753us/step - loss: 0.4408 - accuracy: 0.8003
Epoch 96/500
225/225 [==============================] - 0s 790us/step - loss: 0.4384 - accuracy: 0.8026
Epoch 97/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4362 - accuracy: 0.8032
Epoch 98/500
225/225 [==============================] - 0s 938us/step - loss: 0.4338 - accuracy: 0.8049
Epoch 99/500
225/225 [==============================] - 0s 775us/step - loss: 0.4312 - accuracy: 0.8064
Epoch 100/500
225/225 [==============================] - 0s 757us/step - loss: 0.4283 - accuracy: 0.8092
Epoch 101/500
225/225 [==============================] - 0s 775us/step - loss: 0.4248 - accuracy: 0.8101
Epoch 102/500
225/225 [==============================] - 0s 1ms/step - loss: 0.4212 - accuracy: 0.8121
Epoch 103/500
225/225 [==============================] - 0s 849us/step - loss: 0.4172 - accuracy: 0.8161
Epoch 104/500
225/225 [==============================] - 0s 744us/step - loss: 0.4127 - accuracy: 0.8199
Epoch 105/500
225/225 [==============================] - 0s 718us/step - loss: 0.4078 - accuracy: 0.8242
Epoch 106/500
225/225 [==============================] - 0s 739us/step - loss: 0.4026 - accuracy: 0.8276
Epoch 107/500
225/225 [==============================] - 0s 741us/step - loss: 0.3975 - accuracy: 0.8308
Epoch 108/500
225/225 [==============================] - 0s 750us/step - loss: 0.3925 - accuracy: 0.8356
Epoch 109/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3875 - accuracy: 0.8378
Epoch 110/500
225/225 [==============================] - 0s 728us/step - loss: 0.3827 - accuracy: 0.8404
Epoch 111/500
225/225 [==============================] - 0s 897us/step - loss: 0.3783 - accuracy: 0.8447
Epoch 112/500
225/225 [==============================] - 0s 736us/step - loss: 0.3742 - accuracy: 0.8456
Epoch 113/500
225/225 [==============================] - 0s 880us/step - loss: 0.3705 - accuracy: 0.8485
Epoch 114/500
225/225 [==============================] - 0s 755us/step - loss: 0.3669 - accuracy: 0.8492
Epoch 115/500
225/225 [==============================] - 0s 736us/step - loss: 0.3642 - accuracy: 0.8515
Epoch 116/500
225/225 [==============================] - 0s 738us/step - loss: 0.3617 - accuracy: 0.8542
Epoch 117/500
225/225 [==============================] - 0s 725us/step - loss: 0.3600 - accuracy: 0.8539
Epoch 118/500
225/225 [==============================] - 0s 747us/step - loss: 0.3582 - accuracy: 0.8572
Epoch 119/500
225/225 [==============================] - 0s 909us/step - loss: 0.3570 - accuracy: 0.8568
Epoch 120/500
225/225 [==============================] - 0s 759us/step - loss: 0.3557 - accuracy: 0.8572
Epoch 121/500
225/225 [==============================] - 0s 727us/step - loss: 0.3548 - accuracy: 0.8587
Epoch 122/500
225/225 [==============================] - 0s 750us/step - loss: 0.3537 - accuracy: 0.8583
Epoch 123/500
225/225 [==============================] - 0s 971us/step - loss: 0.3530 - accuracy: 0.8593
Epoch 124/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3528 - accuracy: 0.8572
Epoch 125/500
225/225 [==============================] - 0s 952us/step - loss: 0.3523 - accuracy: 0.8594
Epoch 126/500
225/225 [==============================] - 0s 875us/step - loss: 0.3517 - accuracy: 0.8592
Epoch 127/500
225/225 [==============================] - 0s 920us/step - loss: 0.3514 - accuracy: 0.8576
Epoch 128/500
225/225 [==============================] - 0s 880us/step - loss: 0.3509 - accuracy: 0.8597
Epoch 129/500
225/225 [==============================] - 0s 800us/step - loss: 0.3509 - accuracy: 0.8578
Epoch 130/500
225/225 [==============================] - 0s 971us/step - loss: 0.3506 - accuracy: 0.8571
Epoch 131/500
225/225 [==============================] - 0s 966us/step - loss: 0.3506 - accuracy: 0.8575
Epoch 132/500
225/225 [==============================] - 0s 797us/step - loss: 0.3504 - accuracy: 0.8574
Epoch 133/500
225/225 [==============================] - 0s 841us/step - loss: 0.3502 - accuracy: 0.8583
Epoch 134/500
225/225 [==============================] - 0s 791us/step - loss: 0.3497 - accuracy: 0.8594
Epoch 135/500
225/225 [==============================] - 0s 810us/step - loss: 0.3500 - accuracy: 0.8567
Epoch 136/500
225/225 [==============================] - 0s 750us/step - loss: 0.3495 - accuracy: 0.8568
Epoch 137/500
225/225 [==============================] - 0s 742us/step - loss: 0.3496 - accuracy: 0.8590
Epoch 138/500
225/225 [==============================] - 0s 743us/step - loss: 0.3497 - accuracy: 0.8586
Epoch 139/500
225/225 [==============================] - 0s 757us/step - loss: 0.3491 - accuracy: 0.8585
Epoch 140/500
225/225 [==============================] - 0s 758us/step - loss: 0.3491 - accuracy: 0.8569
Epoch 141/500
225/225 [==============================] - 0s 763us/step - loss: 0.3493 - accuracy: 0.8578
Epoch 142/500
225/225 [==============================] - 0s 721us/step - loss: 0.3491 - accuracy: 0.8571
Epoch 143/500
225/225 [==============================] - 0s 740us/step - loss: 0.3489 - accuracy: 0.8575
Epoch 144/500
225/225 [==============================] - 0s 755us/step - loss: 0.3488 - accuracy: 0.8574
Epoch 145/500
225/225 [==============================] - 0s 756us/step - loss: 0.3489 - accuracy: 0.8576
Epoch 146/500
225/225 [==============================] - 0s 743us/step - loss: 0.3485 - accuracy: 0.8590
Epoch 147/500
225/225 [==============================] - 0s 746us/step - loss: 0.3486 - accuracy: 0.8587
Epoch 148/500
225/225 [==============================] - 0s 722us/step - loss: 0.3486 - accuracy: 0.8581
Epoch 149/500
225/225 [==============================] - 0s 738us/step - loss: 0.3483 - accuracy: 0.8597
Epoch 150/500
225/225 [==============================] - 0s 742us/step - loss: 0.3483 - accuracy: 0.8586
Epoch 151/500
225/225 [==============================] - 0s 748us/step - loss: 0.3481 - accuracy: 0.8594
Epoch 152/500
225/225 [==============================] - 0s 734us/step - loss: 0.3485 - accuracy: 0.8564
Epoch 153/500
225/225 [==============================] - 0s 787us/step - loss: 0.3482 - accuracy: 0.8585
Epoch 154/500
225/225 [==============================] - 0s 720us/step - loss: 0.3477 - accuracy: 0.8599
Epoch 155/500
225/225 [==============================] - 0s 747us/step - loss: 0.3482 - accuracy: 0.8572
Epoch 156/500
225/225 [==============================] - 0s 746us/step - loss: 0.3482 - accuracy: 0.8594
Epoch 157/500
225/225 [==============================] - 0s 784us/step - loss: 0.3476 - accuracy: 0.8586
Epoch 158/500
225/225 [==============================] - 0s 727us/step - loss: 0.3479 - accuracy: 0.8589
Epoch 159/500
225/225 [==============================] - 0s 734us/step - loss: 0.3476 - accuracy: 0.8596
Epoch 160/500
225/225 [==============================] - 0s 734us/step - loss: 0.3471 - accuracy: 0.8586
Epoch 161/500
225/225 [==============================] - 0s 721us/step - loss: 0.3474 - accuracy: 0.8592
Epoch 162/500
225/225 [==============================] - 0s 742us/step - loss: 0.3476 - accuracy: 0.8589
Epoch 163/500
225/225 [==============================] - 0s 752us/step - loss: 0.3476 - accuracy: 0.8578
Epoch 164/500
225/225 [==============================] - 0s 731us/step - loss: 0.3472 - accuracy: 0.8590
Epoch 165/500
225/225 [==============================] - 0s 736us/step - loss: 0.3472 - accuracy: 0.8581
Epoch 166/500
225/225 [==============================] - 0s 730us/step - loss: 0.3476 - accuracy: 0.8576
Epoch 167/500
225/225 [==============================] - 0s 728us/step - loss: 0.3469 - accuracy: 0.8562
Epoch 168/500
225/225 [==============================] - 0s 784us/step - loss: 0.3472 - accuracy: 0.8590
Epoch 169/500
225/225 [==============================] - 0s 742us/step - loss: 0.3472 - accuracy: 0.8581
Epoch 170/500
225/225 [==============================] - 0s 723us/step - loss: 0.3470 - accuracy: 0.8578
Epoch 171/500
225/225 [==============================] - 0s 737us/step - loss: 0.3469 - accuracy: 0.8586
Epoch 172/500
225/225 [==============================] - 0s 735us/step - loss: 0.3472 - accuracy: 0.8578
Epoch 173/500
225/225 [==============================] - 0s 726us/step - loss: 0.3468 - accuracy: 0.8589
Epoch 174/500
225/225 [==============================] - 0s 754us/step - loss: 0.3468 - accuracy: 0.8594
Epoch 175/500
225/225 [==============================] - 0s 734us/step - loss: 0.3464 - accuracy: 0.8561
Epoch 176/500
225/225 [==============================] - 0s 756us/step - loss: 0.3466 - accuracy: 0.8569
Epoch 177/500
225/225 [==============================] - 0s 736us/step - loss: 0.3467 - accuracy: 0.8579
Epoch 178/500
225/225 [==============================] - 0s 734us/step - loss: 0.3463 - accuracy: 0.8593
Epoch 179/500
225/225 [==============================] - 0s 734us/step - loss: 0.3458 - accuracy: 0.8593
Epoch 180/500
225/225 [==============================] - 0s 770us/step - loss: 0.3464 - accuracy: 0.8592
Epoch 181/500
225/225 [==============================] - 0s 736us/step - loss: 0.3462 - accuracy: 0.8579
Epoch 182/500
225/225 [==============================] - 0s 727us/step - loss: 0.3462 - accuracy: 0.8592
Epoch 183/500
225/225 [==============================] - 0s 738us/step - loss: 0.3463 - accuracy: 0.8592
Epoch 184/500
225/225 [==============================] - 0s 735us/step - loss: 0.3464 - accuracy: 0.8582
Epoch 185/500
225/225 [==============================] - 0s 731us/step - loss: 0.3466 - accuracy: 0.8581
Epoch 186/500
225/225 [==============================] - 0s 781us/step - loss: 0.3461 - accuracy: 0.8581
Epoch 187/500
225/225 [==============================] - 0s 736us/step - loss: 0.3460 - accuracy: 0.8590
Epoch 188/500
225/225 [==============================] - 0s 733us/step - loss: 0.3463 - accuracy: 0.8596
Epoch 189/500
225/225 [==============================] - 0s 732us/step - loss: 0.3460 - accuracy: 0.8582
Epoch 190/500
225/225 [==============================] - 0s 737us/step - loss: 0.3460 - accuracy: 0.8589
Epoch 191/500
225/225 [==============================] - 0s 724us/step - loss: 0.3462 - accuracy: 0.8585
Epoch 192/500
225/225 [==============================] - 0s 786us/step - loss: 0.3466 - accuracy: 0.8601
Epoch 193/500
225/225 [==============================] - 0s 733us/step - loss: 0.3458 - accuracy: 0.8586
Epoch 194/500
225/225 [==============================] - 0s 723us/step - loss: 0.3458 - accuracy: 0.8587
Epoch 195/500
225/225 [==============================] - 0s 738us/step - loss: 0.3458 - accuracy: 0.8592
Epoch 196/500
225/225 [==============================] - 0s 748us/step - loss: 0.3456 - accuracy: 0.8594
Epoch 197/500
225/225 [==============================] - 0s 726us/step - loss: 0.3457 - accuracy: 0.8586
Epoch 198/500
225/225 [==============================] - 0s 726us/step - loss: 0.3450 - accuracy: 0.8592
Epoch 199/500
225/225 [==============================] - 0s 753us/step - loss: 0.3464 - accuracy: 0.8589
Epoch 200/500
225/225 [==============================] - 0s 741us/step - loss: 0.3453 - accuracy: 0.8582
Epoch 201/500
225/225 [==============================] - 0s 715us/step - loss: 0.3460 - accuracy: 0.8597
Epoch 202/500
225/225 [==============================] - 0s 725us/step - loss: 0.3460 - accuracy: 0.8603
Epoch 203/500
225/225 [==============================] - 0s 798us/step - loss: 0.3458 - accuracy: 0.8583
Epoch 204/500
225/225 [==============================] - 0s 802us/step - loss: 0.3456 - accuracy: 0.8585
Epoch 205/500
225/225 [==============================] - 0s 762us/step - loss: 0.3452 - accuracy: 0.8578
Epoch 206/500
225/225 [==============================] - 0s 731us/step - loss: 0.3457 - accuracy: 0.8582
Epoch 207/500
225/225 [==============================] - 0s 731us/step - loss: 0.3457 - accuracy: 0.8589
Epoch 208/500
225/225 [==============================] - 0s 750us/step - loss: 0.3455 - accuracy: 0.8600
Epoch 209/500
225/225 [==============================] - 0s 753us/step - loss: 0.3455 - accuracy: 0.8569
Epoch 210/500
225/225 [==============================] - 0s 732us/step - loss: 0.3455 - accuracy: 0.8593
Epoch 211/500
225/225 [==============================] - 0s 734us/step - loss: 0.3456 - accuracy: 0.8589
Epoch 212/500
225/225 [==============================] - 0s 746us/step - loss: 0.3454 - accuracy: 0.8597
Epoch 213/500
225/225 [==============================] - 0s 723us/step - loss: 0.3451 - accuracy: 0.8581
Epoch 214/500
225/225 [==============================] - 0s 737us/step - loss: 0.3453 - accuracy: 0.8581
Epoch 215/500
225/225 [==============================] - 0s 744us/step - loss: 0.3453 - accuracy: 0.8590
Epoch 216/500
225/225 [==============================] - 0s 758us/step - loss: 0.3454 - accuracy: 0.8586
Epoch 217/500
225/225 [==============================] - 0s 735us/step - loss: 0.3454 - accuracy: 0.8585
Epoch 218/500
225/225 [==============================] - 0s 749us/step - loss: 0.3444 - accuracy: 0.8583
Epoch 219/500
225/225 [==============================] - 0s 716us/step - loss: 0.3453 - accuracy: 0.8594
Epoch 220/500
225/225 [==============================] - 0s 744us/step - loss: 0.3453 - accuracy: 0.8596
Epoch 221/500
225/225 [==============================] - 0s 757us/step - loss: 0.3450 - accuracy: 0.8574
Epoch 222/500
225/225 [==============================] - 0s 723us/step - loss: 0.3451 - accuracy: 0.8600
Epoch 223/500
225/225 [==============================] - 0s 742us/step - loss: 0.3449 - accuracy: 0.8582
Epoch 224/500
225/225 [==============================] - 0s 750us/step - loss: 0.3453 - accuracy: 0.8581
Epoch 225/500
225/225 [==============================] - 0s 719us/step - loss: 0.3452 - accuracy: 0.8581
Epoch 226/500
225/225 [==============================] - 0s 771us/step - loss: 0.3451 - accuracy: 0.8590
Epoch 227/500
225/225 [==============================] - 0s 790us/step - loss: 0.3453 - accuracy: 0.8592
Epoch 228/500
225/225 [==============================] - 0s 721us/step - loss: 0.3446 - accuracy: 0.8578
Epoch 229/500
225/225 [==============================] - 0s 741us/step - loss: 0.3441 - accuracy: 0.8585
Epoch 230/500
225/225 [==============================] - 0s 745us/step - loss: 0.3452 - accuracy: 0.8569
Epoch 231/500
225/225 [==============================] - 0s 722us/step - loss: 0.3452 - accuracy: 0.8597
Epoch 232/500
225/225 [==============================] - 0s 736us/step - loss: 0.3448 - accuracy: 0.8604
Epoch 233/500
225/225 [==============================] - 0s 786us/step - loss: 0.3448 - accuracy: 0.8572
Epoch 234/500
225/225 [==============================] - 0s 718us/step - loss: 0.3448 - accuracy: 0.8586
Epoch 235/500
225/225 [==============================] - 0s 758us/step - loss: 0.3446 - accuracy: 0.8575
Epoch 236/500
225/225 [==============================] - 0s 751us/step - loss: 0.3450 - accuracy: 0.8581
Epoch 237/500
225/225 [==============================] - 0s 877us/step - loss: 0.3446 - accuracy: 0.8579
Epoch 238/500
225/225 [==============================] - 0s 727us/step - loss: 0.3445 - accuracy: 0.8586
Epoch 239/500
225/225 [==============================] - 0s 788us/step - loss: 0.3445 - accuracy: 0.8575
Epoch 240/500
225/225 [==============================] - 0s 737us/step - loss: 0.3443 - accuracy: 0.8583
Epoch 241/500
225/225 [==============================] - 0s 721us/step - loss: 0.3450 - accuracy: 0.8583
Epoch 242/500
225/225 [==============================] - 0s 752us/step - loss: 0.3447 - accuracy: 0.8576
Epoch 243/500
225/225 [==============================] - 0s 738us/step - loss: 0.3445 - accuracy: 0.8569
Epoch 244/500
225/225 [==============================] - 0s 719us/step - loss: 0.3445 - accuracy: 0.8569
Epoch 245/500
225/225 [==============================] - 0s 777us/step - loss: 0.3443 - accuracy: 0.8575
Epoch 246/500
225/225 [==============================] - 0s 738us/step - loss: 0.3443 - accuracy: 0.8567
Epoch 247/500
225/225 [==============================] - 0s 723us/step - loss: 0.3442 - accuracy: 0.8583
Epoch 248/500
225/225 [==============================] - 0s 746us/step - loss: 0.3443 - accuracy: 0.8576
Epoch 249/500
225/225 [==============================] - 0s 738us/step - loss: 0.3439 - accuracy: 0.8589
Epoch 250/500
225/225 [==============================] - 0s 718us/step - loss: 0.3445 - accuracy: 0.8575
Epoch 251/500
225/225 [==============================] - 0s 791us/step - loss: 0.3443 - accuracy: 0.8575
Epoch 252/500
225/225 [==============================] - 0s 742us/step - loss: 0.3448 - accuracy: 0.8576
Epoch 253/500
225/225 [==============================] - 0s 723us/step - loss: 0.3443 - accuracy: 0.8586
Epoch 254/500
225/225 [==============================] - 0s 743us/step - loss: 0.3435 - accuracy: 0.8590
Epoch 255/500
225/225 [==============================] - 0s 738us/step - loss: 0.3439 - accuracy: 0.8579
Epoch 256/500
225/225 [==============================] - 0s 722us/step - loss: 0.3439 - accuracy: 0.8585
Epoch 257/500
225/225 [==============================] - 0s 791us/step - loss: 0.3437 - accuracy: 0.8572
Epoch 258/500
225/225 [==============================] - 0s 755us/step - loss: 0.3443 - accuracy: 0.8594
Epoch 259/500
225/225 [==============================] - 0s 722us/step - loss: 0.3442 - accuracy: 0.8574
Epoch 260/500
225/225 [==============================] - 0s 746us/step - loss: 0.3442 - accuracy: 0.8597
Epoch 261/500
225/225 [==============================] - 0s 737us/step - loss: 0.3440 - accuracy: 0.8585
Epoch 262/500
225/225 [==============================] - 0s 722us/step - loss: 0.3441 - accuracy: 0.8576
Epoch 263/500
225/225 [==============================] - 0s 785us/step - loss: 0.3445 - accuracy: 0.8576
Epoch 264/500
225/225 [==============================] - 0s 742us/step - loss: 0.3441 - accuracy: 0.8596
Epoch 265/500
225/225 [==============================] - 0s 731us/step - loss: 0.3441 - accuracy: 0.8576
Epoch 266/500
225/225 [==============================] - 0s 727us/step - loss: 0.3439 - accuracy: 0.8562
Epoch 267/500
225/225 [==============================] - 0s 746us/step - loss: 0.3440 - accuracy: 0.8586
Epoch 268/500
225/225 [==============================] - 0s 747us/step - loss: 0.3441 - accuracy: 0.8587
Epoch 269/500
225/225 [==============================] - 0s 779us/step - loss: 0.3439 - accuracy: 0.8583
Epoch 270/500
225/225 [==============================] - 0s 739us/step - loss: 0.3435 - accuracy: 0.8597
Epoch 271/500
225/225 [==============================] - 0s 736us/step - loss: 0.3438 - accuracy: 0.8586
Epoch 272/500
225/225 [==============================] - 0s 728us/step - loss: 0.3438 - accuracy: 0.8578
Epoch 273/500
225/225 [==============================] - 0s 748us/step - loss: 0.3434 - accuracy: 0.8594
Epoch 274/500
225/225 [==============================] - 0s 774us/step - loss: 0.3439 - accuracy: 0.8589
Epoch 275/500
225/225 [==============================] - 0s 723us/step - loss: 0.3439 - accuracy: 0.8585
Epoch 276/500
225/225 [==============================] - 0s 737us/step - loss: 0.3441 - accuracy: 0.8589
Epoch 277/500
225/225 [==============================] - 0s 734us/step - loss: 0.3438 - accuracy: 0.8568
Epoch 278/500
225/225 [==============================] - 0s 729us/step - loss: 0.3439 - accuracy: 0.8594
Epoch 279/500
225/225 [==============================] - 0s 738us/step - loss: 0.3436 - accuracy: 0.8578
Epoch 280/500
225/225 [==============================] - 0s 810us/step - loss: 0.3437 - accuracy: 0.8582
Epoch 281/500
225/225 [==============================] - 0s 731us/step - loss: 0.3433 - accuracy: 0.8587
Epoch 282/500
225/225 [==============================] - 0s 739us/step - loss: 0.3428 - accuracy: 0.8589
Epoch 283/500
225/225 [==============================] - 0s 735us/step - loss: 0.3437 - accuracy: 0.8579
Epoch 284/500
225/225 [==============================] - 0s 728us/step - loss: 0.3436 - accuracy: 0.8569
Epoch 285/500
225/225 [==============================] - 0s 753us/step - loss: 0.3438 - accuracy: 0.8587
Epoch 286/500
225/225 [==============================] - 0s 862us/step - loss: 0.3435 - accuracy: 0.8593
Epoch 287/500
225/225 [==============================] - 0s 768us/step - loss: 0.3432 - accuracy: 0.8575
Epoch 288/500
225/225 [==============================] - 0s 720us/step - loss: 0.3436 - accuracy: 0.8572
Epoch 289/500
225/225 [==============================] - 0s 748us/step - loss: 0.3431 - accuracy: 0.8579
Epoch 290/500
225/225 [==============================] - 0s 735us/step - loss: 0.3432 - accuracy: 0.8608
Epoch 291/500
225/225 [==============================] - 0s 720us/step - loss: 0.3435 - accuracy: 0.8575
Epoch 292/500
225/225 [==============================] - 0s 808us/step - loss: 0.3435 - accuracy: 0.8593
Epoch 293/500
225/225 [==============================] - 0s 763us/step - loss: 0.3433 - accuracy: 0.8574
Epoch 294/500
225/225 [==============================] - 0s 760us/step - loss: 0.3428 - accuracy: 0.8597
Epoch 295/500
225/225 [==============================] - 0s 800us/step - loss: 0.3433 - accuracy: 0.8587
Epoch 296/500
225/225 [==============================] - 0s 738us/step - loss: 0.3429 - accuracy: 0.8574
Epoch 297/500
225/225 [==============================] - 0s 716us/step - loss: 0.3426 - accuracy: 0.8592
Epoch 298/500
225/225 [==============================] - 0s 764us/step - loss: 0.3432 - accuracy: 0.8585
Epoch 299/500
225/225 [==============================] - 0s 735us/step - loss: 0.3429 - accuracy: 0.8575
Epoch 300/500
225/225 [==============================] - 0s 722us/step - loss: 0.3430 - accuracy: 0.8574
Epoch 301/500
225/225 [==============================] - 0s 748us/step - loss: 0.3432 - accuracy: 0.8585
Epoch 302/500
225/225 [==============================] - 0s 738us/step - loss: 0.3429 - accuracy: 0.8592
Epoch 303/500
225/225 [==============================] - 0s 723us/step - loss: 0.3427 - accuracy: 0.8582
Epoch 304/500
225/225 [==============================] - 0s 793us/step - loss: 0.3433 - accuracy: 0.8593
Epoch 305/500
225/225 [==============================] - 0s 737us/step - loss: 0.3427 - accuracy: 0.8585
Epoch 306/500
225/225 [==============================] - 0s 722us/step - loss: 0.3427 - accuracy: 0.8581
Epoch 307/500
225/225 [==============================] - 0s 736us/step - loss: 0.3428 - accuracy: 0.8578
Epoch 308/500
225/225 [==============================] - 0s 737us/step - loss: 0.3429 - accuracy: 0.8594
Epoch 309/500
225/225 [==============================] - 0s 725us/step - loss: 0.3430 - accuracy: 0.8587
Epoch 310/500
225/225 [==============================] - 0s 774us/step - loss: 0.3419 - accuracy: 0.8582
Epoch 311/500
225/225 [==============================] - 0s 740us/step - loss: 0.3432 - accuracy: 0.8554
Epoch 312/500
225/225 [==============================] - 0s 735us/step - loss: 0.3427 - accuracy: 0.8579
Epoch 313/500
225/225 [==============================] - 0s 728us/step - loss: 0.3428 - accuracy: 0.8586
Epoch 314/500
225/225 [==============================] - 0s 739us/step - loss: 0.3431 - accuracy: 0.8596
Epoch 315/500
225/225 [==============================] - 0s 786us/step - loss: 0.3431 - accuracy: 0.8604
Epoch 316/500
225/225 [==============================] - 0s 739us/step - loss: 0.3424 - accuracy: 0.8592
Epoch 317/500
225/225 [==============================] - 0s 776us/step - loss: 0.3429 - accuracy: 0.8576
Epoch 318/500
225/225 [==============================] - 0s 731us/step - loss: 0.3426 - accuracy: 0.8569
Epoch 319/500
225/225 [==============================] - 0s 733us/step - loss: 0.3420 - accuracy: 0.8582
Epoch 320/500
225/225 [==============================] - 0s 744us/step - loss: 0.3427 - accuracy: 0.8586
Epoch 321/500
225/225 [==============================] - 0s 784us/step - loss: 0.3427 - accuracy: 0.8600
Epoch 322/500
225/225 [==============================] - 0s 732us/step - loss: 0.3426 - accuracy: 0.8586
Epoch 323/500
225/225 [==============================] - 0s 738us/step - loss: 0.3427 - accuracy: 0.8575
Epoch 324/500
225/225 [==============================] - 0s 751us/step - loss: 0.3429 - accuracy: 0.8569
Epoch 325/500
225/225 [==============================] - 0s 733us/step - loss: 0.3426 - accuracy: 0.8586
Epoch 326/500
225/225 [==============================] - 0s 741us/step - loss: 0.3430 - accuracy: 0.8583
Epoch 327/500
225/225 [==============================] - 0s 759us/step - loss: 0.3430 - accuracy: 0.8586
Epoch 328/500
225/225 [==============================] - 0s 728us/step - loss: 0.3427 - accuracy: 0.8587
Epoch 329/500
225/225 [==============================] - 0s 771us/step - loss: 0.3427 - accuracy: 0.8587
Epoch 330/500
225/225 [==============================] - 0s 731us/step - loss: 0.3425 - accuracy: 0.8571
Epoch 331/500
225/225 [==============================] - 0s 731us/step - loss: 0.3425 - accuracy: 0.8596
Epoch 332/500
225/225 [==============================] - 0s 731us/step - loss: 0.3422 - accuracy: 0.8590
Epoch 333/500
225/225 [==============================] - 0s 789us/step - loss: 0.3427 - accuracy: 0.8568
Epoch 334/500
225/225 [==============================] - 0s 728us/step - loss: 0.3425 - accuracy: 0.8589
Epoch 335/500
225/225 [==============================] - 0s 743us/step - loss: 0.3430 - accuracy: 0.8582
Epoch 336/500
225/225 [==============================] - 0s 739us/step - loss: 0.3425 - accuracy: 0.8586
Epoch 337/500
225/225 [==============================] - 0s 732us/step - loss: 0.3427 - accuracy: 0.8575
Epoch 338/500
225/225 [==============================] - 0s 717us/step - loss: 0.3429 - accuracy: 0.8601
Epoch 339/500
225/225 [==============================] - 0s 844us/step - loss: 0.3429 - accuracy: 0.8575
Epoch 340/500
225/225 [==============================] - 0s 740us/step - loss: 0.3429 - accuracy: 0.8578
Epoch 341/500
225/225 [==============================] - 0s 721us/step - loss: 0.3428 - accuracy: 0.8572
Epoch 342/500
225/225 [==============================] - 0s 735us/step - loss: 0.3425 - accuracy: 0.8592
Epoch 343/500
225/225 [==============================] - 0s 795us/step - loss: 0.3427 - accuracy: 0.8589
Epoch 344/500
225/225 [==============================] - 0s 765us/step - loss: 0.3425 - accuracy: 0.8585
Epoch 345/500
225/225 [==============================] - 0s 746us/step - loss: 0.3424 - accuracy: 0.8586
Epoch 346/500
225/225 [==============================] - 0s 738us/step - loss: 0.3426 - accuracy: 0.8592
Epoch 347/500
225/225 [==============================] - 0s 721us/step - loss: 0.3424 - accuracy: 0.8583
Epoch 348/500
225/225 [==============================] - 0s 748us/step - loss: 0.3427 - accuracy: 0.8567
Epoch 349/500
225/225 [==============================] - 0s 764us/step - loss: 0.3429 - accuracy: 0.8586
Epoch 350/500
225/225 [==============================] - 0s 723us/step - loss: 0.3429 - accuracy: 0.8594
Epoch 351/500
225/225 [==============================] - 0s 778us/step - loss: 0.3418 - accuracy: 0.8583
Epoch 352/500
225/225 [==============================] - 0s 779us/step - loss: 0.3428 - accuracy: 0.8571
Epoch 353/500
225/225 [==============================] - 0s 721us/step - loss: 0.3426 - accuracy: 0.8604
Epoch 354/500
225/225 [==============================] - 0s 734us/step - loss: 0.3426 - accuracy: 0.8589
Epoch 355/500
225/225 [==============================] - 0s 746us/step - loss: 0.3424 - accuracy: 0.8582
Epoch 356/500
225/225 [==============================] - 0s 752us/step - loss: 0.3426 - accuracy: 0.8567
Epoch 357/500
225/225 [==============================] - 0s 731us/step - loss: 0.3422 - accuracy: 0.8582
Epoch 358/500
225/225 [==============================] - 0s 750us/step - loss: 0.3428 - accuracy: 0.8583
Epoch 359/500
225/225 [==============================] - 0s 723us/step - loss: 0.3426 - accuracy: 0.8587
Epoch 360/500
225/225 [==============================] - 0s 733us/step - loss: 0.3430 - accuracy: 0.8592
Epoch 361/500
225/225 [==============================] - 0s 739us/step - loss: 0.3426 - accuracy: 0.8576
Epoch 362/500
225/225 [==============================] - 0s 774us/step - loss: 0.3421 - accuracy: 0.8586
Epoch 363/500
225/225 [==============================] - 0s 734us/step - loss: 0.3425 - accuracy: 0.8593
Epoch 364/500
225/225 [==============================] - 0s 734us/step - loss: 0.3426 - accuracy: 0.8572
Epoch 365/500
225/225 [==============================] - 0s 721us/step - loss: 0.3427 - accuracy: 0.8589
Epoch 366/500
225/225 [==============================] - 0s 743us/step - loss: 0.3424 - accuracy: 0.8586
Epoch 367/500
225/225 [==============================] - 0s 741us/step - loss: 0.3422 - accuracy: 0.8594
Epoch 368/500
225/225 [==============================] - 0s 743us/step - loss: 0.3426 - accuracy: 0.8579
Epoch 369/500
225/225 [==============================] - 0s 750us/step - loss: 0.3428 - accuracy: 0.8579
Epoch 370/500
225/225 [==============================] - 0s 741us/step - loss: 0.3425 - accuracy: 0.8574
Epoch 371/500
225/225 [==============================] - 0s 720us/step - loss: 0.3420 - accuracy: 0.8576
Epoch 372/500
225/225 [==============================] - 0s 785us/step - loss: 0.3422 - accuracy: 0.8578
Epoch 373/500
225/225 [==============================] - 0s 743us/step - loss: 0.3423 - accuracy: 0.8596
Epoch 374/500
225/225 [==============================] - 0s 720us/step - loss: 0.3424 - accuracy: 0.8585
Epoch 375/500
225/225 [==============================] - 0s 737us/step - loss: 0.3425 - accuracy: 0.8583
Epoch 376/500
225/225 [==============================] - 0s 750us/step - loss: 0.3420 - accuracy: 0.8582
Epoch 377/500
225/225 [==============================] - 0s 723us/step - loss: 0.3422 - accuracy: 0.8562
Epoch 378/500
225/225 [==============================] - 0s 738us/step - loss: 0.3422 - accuracy: 0.8579
Epoch 379/500
225/225 [==============================] - 0s 737us/step - loss: 0.3423 - accuracy: 0.8575
Epoch 380/500
225/225 [==============================] - 0s 723us/step - loss: 0.3425 - accuracy: 0.8567
Epoch 381/500
225/225 [==============================] - 0s 773us/step - loss: 0.3426 - accuracy: 0.8582
Epoch 382/500
225/225 [==============================] - 0s 750us/step - loss: 0.3421 - accuracy: 0.8575
Epoch 383/500
225/225 [==============================] - 0s 722us/step - loss: 0.3423 - accuracy: 0.8601
Epoch 384/500
225/225 [==============================] - 0s 747us/step - loss: 0.3421 - accuracy: 0.8594
Epoch 385/500
225/225 [==============================] - 0s 742us/step - loss: 0.3420 - accuracy: 0.8585
Epoch 386/500
225/225 [==============================] - 0s 793us/step - loss: 0.3422 - accuracy: 0.8569
Epoch 387/500
225/225 [==============================] - 0s 720us/step - loss: 0.3422 - accuracy: 0.8575
Epoch 388/500
225/225 [==============================] - 0s 740us/step - loss: 0.3422 - accuracy: 0.8578
Epoch 389/500
225/225 [==============================] - 0s 744us/step - loss: 0.3424 - accuracy: 0.8575
Epoch 390/500
225/225 [==============================] - 0s 717us/step - loss: 0.3420 - accuracy: 0.8585
Epoch 391/500
225/225 [==============================] - 0s 746us/step - loss: 0.3422 - accuracy: 0.8579
Epoch 392/500
225/225 [==============================] - 0s 781us/step - loss: 0.3419 - accuracy: 0.8590
Epoch 393/500
225/225 [==============================] - 0s 722us/step - loss: 0.3411 - accuracy: 0.8582
Epoch 394/500
225/225 [==============================] - 0s 738us/step - loss: 0.3423 - accuracy: 0.8585
Epoch 395/500
225/225 [==============================] - 0s 732us/step - loss: 0.3419 - accuracy: 0.8571
Epoch 396/500
225/225 [==============================] - 0s 731us/step - loss: 0.3419 - accuracy: 0.8596
Epoch 397/500
225/225 [==============================] - 0s 747us/step - loss: 0.3418 - accuracy: 0.8575
Epoch 398/500
225/225 [==============================] - 0s 754us/step - loss: 0.3420 - accuracy: 0.8586
Epoch 399/500
225/225 [==============================] - 0s 732us/step - loss: 0.3420 - accuracy: 0.8589
Epoch 400/500
225/225 [==============================] - 0s 751us/step - loss: 0.3421 - accuracy: 0.8582
Epoch 401/500
225/225 [==============================] - 0s 744us/step - loss: 0.3416 - accuracy: 0.8565
Epoch 402/500
225/225 [==============================] - 0s 743us/step - loss: 0.3421 - accuracy: 0.8587
Epoch 403/500
225/225 [==============================] - 0s 754us/step - loss: 0.3417 - accuracy: 0.8590
Epoch 404/500
225/225 [==============================] - 0s 777us/step - loss: 0.3419 - accuracy: 0.8589
Epoch 405/500
225/225 [==============================] - 0s 721us/step - loss: 0.3422 - accuracy: 0.8576
Epoch 406/500
225/225 [==============================] - 0s 742us/step - loss: 0.3419 - accuracy: 0.8590
Epoch 407/500
225/225 [==============================] - 0s 742us/step - loss: 0.3415 - accuracy: 0.8597
Epoch 408/500
225/225 [==============================] - 0s 729us/step - loss: 0.3414 - accuracy: 0.8575
Epoch 409/500
225/225 [==============================] - 0s 740us/step - loss: 0.3420 - accuracy: 0.8568
Epoch 410/500
225/225 [==============================] - 0s 769us/step - loss: 0.3421 - accuracy: 0.8597
Epoch 411/500
225/225 [==============================] - 0s 749us/step - loss: 0.3413 - accuracy: 0.8585
Epoch 412/500
225/225 [==============================] - 0s 740us/step - loss: 0.3417 - accuracy: 0.8579
Epoch 413/500
225/225 [==============================] - 0s 744us/step - loss: 0.3421 - accuracy: 0.8585
Epoch 414/500
225/225 [==============================] - 0s 721us/step - loss: 0.3419 - accuracy: 0.8597
Epoch 415/500
225/225 [==============================] - 0s 746us/step - loss: 0.3419 - accuracy: 0.8569
Epoch 416/500
225/225 [==============================] - 0s 791us/step - loss: 0.3418 - accuracy: 0.8603
Epoch 417/500
225/225 [==============================] - 0s 738us/step - loss: 0.3421 - accuracy: 0.8604
Epoch 418/500
225/225 [==============================] - 0s 727us/step - loss: 0.3419 - accuracy: 0.8569
Epoch 419/500
225/225 [==============================] - 0s 741us/step - loss: 0.3420 - accuracy: 0.8590
Epoch 420/500
225/225 [==============================] - 0s 738us/step - loss: 0.3418 - accuracy: 0.8587
Epoch 421/500
225/225 [==============================] - 0s 754us/step - loss: 0.3413 - accuracy: 0.8601
Epoch 422/500
225/225 [==============================] - 0s 739us/step - loss: 0.3419 - accuracy: 0.8586
Epoch 423/500
225/225 [==============================] - 0s 739us/step - loss: 0.3419 - accuracy: 0.8587
Epoch 424/500
225/225 [==============================] - 0s 727us/step - loss: 0.3414 - accuracy: 0.8579
Epoch 425/500
225/225 [==============================] - 0s 738us/step - loss: 0.3415 - accuracy: 0.8578
Epoch 426/500
225/225 [==============================] - 0s 740us/step - loss: 0.3420 - accuracy: 0.8572
Epoch 427/500
225/225 [==============================] - 0s 765us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 428/500
225/225 [==============================] - 0s 747us/step - loss: 0.3420 - accuracy: 0.8586
Epoch 429/500
225/225 [==============================] - 0s 737us/step - loss: 0.3418 - accuracy: 0.8583
Epoch 430/500
225/225 [==============================] - 0s 727us/step - loss: 0.3416 - accuracy: 0.8572
Epoch 431/500
225/225 [==============================] - 0s 736us/step - loss: 0.3415 - accuracy: 0.8562
Epoch 432/500
225/225 [==============================] - 0s 748us/step - loss: 0.3419 - accuracy: 0.8586
Epoch 433/500
225/225 [==============================] - 0s 765us/step - loss: 0.3419 - accuracy: 0.8582
Epoch 434/500
225/225 [==============================] - 0s 736us/step - loss: 0.3420 - accuracy: 0.8585
Epoch 435/500
225/225 [==============================] - 0s 754us/step - loss: 0.3420 - accuracy: 0.8583
Epoch 436/500
225/225 [==============================] - 0s 727us/step - loss: 0.3419 - accuracy: 0.8575
Epoch 437/500
225/225 [==============================] - 0s 738us/step - loss: 0.3416 - accuracy: 0.8581
Epoch 438/500
225/225 [==============================] - 0s 736us/step - loss: 0.3419 - accuracy: 0.8585
Epoch 439/500
225/225 [==============================] - 0s 776us/step - loss: 0.3415 - accuracy: 0.8585
Epoch 440/500
225/225 [==============================] - 0s 736us/step - loss: 0.3416 - accuracy: 0.8581
Epoch 441/500
225/225 [==============================] - 0s 748us/step - loss: 0.3419 - accuracy: 0.8593
Epoch 442/500
225/225 [==============================] - 0s 727us/step - loss: 0.3416 - accuracy: 0.8586
Epoch 443/500
225/225 [==============================] - 0s 741us/step - loss: 0.3421 - accuracy: 0.8604
Epoch 444/500
225/225 [==============================] - 0s 736us/step - loss: 0.3416 - accuracy: 0.8587
Epoch 445/500
225/225 [==============================] - 0s 835us/step - loss: 0.3419 - accuracy: 0.8612
Epoch 446/500
225/225 [==============================] - 0s 785us/step - loss: 0.3411 - accuracy: 0.8594
Epoch 447/500
225/225 [==============================] - 0s 781us/step - loss: 0.3419 - accuracy: 0.8587
Epoch 448/500
225/225 [==============================] - 0s 783us/step - loss: 0.3414 - accuracy: 0.8607
Epoch 449/500
225/225 [==============================] - 0s 761us/step - loss: 0.3417 - accuracy: 0.8585
Epoch 450/500
225/225 [==============================] - 0s 780us/step - loss: 0.3417 - accuracy: 0.8596
Epoch 451/500
225/225 [==============================] - 0s 762us/step - loss: 0.3418 - accuracy: 0.8603
Epoch 452/500
225/225 [==============================] - 0s 732us/step - loss: 0.3418 - accuracy: 0.8589
Epoch 453/500
225/225 [==============================] - 0s 776us/step - loss: 0.3417 - accuracy: 0.8574
Epoch 454/500
225/225 [==============================] - 0s 735us/step - loss: 0.3418 - accuracy: 0.8590
Epoch 455/500
225/225 [==============================] - 0s 746us/step - loss: 0.3410 - accuracy: 0.8597
Epoch 456/500
225/225 [==============================] - 0s 780us/step - loss: 0.3413 - accuracy: 0.8581
Epoch 457/500
225/225 [==============================] - 0s 751us/step - loss: 0.3418 - accuracy: 0.8579
Epoch 458/500
225/225 [==============================] - 0s 747us/step - loss: 0.3418 - accuracy: 0.8581
Epoch 459/500
225/225 [==============================] - 0s 747us/step - loss: 0.3417 - accuracy: 0.8583
Epoch 460/500
225/225 [==============================] - 0s 745us/step - loss: 0.3414 - accuracy: 0.8594
Epoch 461/500
225/225 [==============================] - 0s 750us/step - loss: 0.3418 - accuracy: 0.8592
Epoch 462/500
225/225 [==============================] - 0s 771us/step - loss: 0.3417 - accuracy: 0.8587
Epoch 463/500
225/225 [==============================] - 0s 741us/step - loss: 0.3413 - accuracy: 0.8596
Epoch 464/500
225/225 [==============================] - 0s 744us/step - loss: 0.3416 - accuracy: 0.8586
Epoch 465/500
225/225 [==============================] - 0s 760us/step - loss: 0.3417 - accuracy: 0.8597
Epoch 466/500
225/225 [==============================] - 0s 759us/step - loss: 0.3416 - accuracy: 0.8592
Epoch 467/500
225/225 [==============================] - 0s 738us/step - loss: 0.3416 - accuracy: 0.8594
Epoch 468/500
225/225 [==============================] - 0s 777us/step - loss: 0.3416 - accuracy: 0.8599
Epoch 469/500
225/225 [==============================] - 0s 756us/step - loss: 0.3416 - accuracy: 0.8582
Epoch 470/500
225/225 [==============================] - 0s 753us/step - loss: 0.3419 - accuracy: 0.8590
Epoch 471/500
225/225 [==============================] - 0s 727us/step - loss: 0.3418 - accuracy: 0.8585
Epoch 472/500
225/225 [==============================] - 0s 742us/step - loss: 0.3416 - accuracy: 0.8601
Epoch 473/500
225/225 [==============================] - 0s 733us/step - loss: 0.3409 - accuracy: 0.8606
Epoch 474/500
225/225 [==============================] - 0s 890us/step - loss: 0.3418 - accuracy: 0.8582
Epoch 475/500
225/225 [==============================] - 0s 726us/step - loss: 0.3419 - accuracy: 0.8586
Epoch 476/500
225/225 [==============================] - 0s 731us/step - loss: 0.3414 - accuracy: 0.8601
Epoch 477/500
225/225 [==============================] - 0s 748us/step - loss: 0.3417 - accuracy: 0.8579
Epoch 478/500
225/225 [==============================] - 0s 718us/step - loss: 0.3419 - accuracy: 0.8592
Epoch 479/500
225/225 [==============================] - 0s 737us/step - loss: 0.3414 - accuracy: 0.8587
Epoch 480/500
225/225 [==============================] - 0s 759us/step - loss: 0.3416 - accuracy: 0.8597
Epoch 481/500
225/225 [==============================] - 0s 723us/step - loss: 0.3413 - accuracy: 0.8607
Epoch 482/500
225/225 [==============================] - 0s 736us/step - loss: 0.3416 - accuracy: 0.8583
Epoch 483/500
225/225 [==============================] - 0s 737us/step - loss: 0.3415 - accuracy: 0.8599
Epoch 484/500
225/225 [==============================] - 0s 725us/step - loss: 0.3412 - accuracy: 0.8587
Epoch 485/500
225/225 [==============================] - 0s 740us/step - loss: 0.3417 - accuracy: 0.8592
Epoch 486/500
225/225 [==============================] - 0s 772us/step - loss: 0.3413 - accuracy: 0.8581
Epoch 487/500
225/225 [==============================] - 0s 719us/step - loss: 0.3415 - accuracy: 0.8583
Epoch 488/500
225/225 [==============================] - 0s 847us/step - loss: 0.3410 - accuracy: 0.8581
Epoch 489/500
225/225 [==============================] - 0s 746us/step - loss: 0.3414 - accuracy: 0.8587
Epoch 490/500
225/225 [==============================] - 0s 721us/step - loss: 0.3416 - accuracy: 0.8594
Epoch 491/500
225/225 [==============================] - 0s 783us/step - loss: 0.3416 - accuracy: 0.8579
Epoch 492/500
225/225 [==============================] - 0s 754us/step - loss: 0.3414 - accuracy: 0.8589
Epoch 493/500
225/225 [==============================] - 0s 772us/step - loss: 0.3413 - accuracy: 0.8597
Epoch 494/500
225/225 [==============================] - 0s 741us/step - loss: 0.3415 - accuracy: 0.8594
Epoch 495/500
225/225 [==============================] - 0s 736us/step - loss: 0.3415 - accuracy: 0.8594
Epoch 496/500
225/225 [==============================] - 0s 721us/step - loss: 0.3414 - accuracy: 0.8583
Epoch 497/500
225/225 [==============================] - 0s 777us/step - loss: 0.3414 - accuracy: 0.8576
Epoch 498/500
225/225 [==============================] - 0s 738us/step - loss: 0.3415 - accuracy: 0.8599
Epoch 499/500
225/225 [==============================] - 0s 729us/step - loss: 0.3417 - accuracy: 0.8614
Epoch 500/500
225/225 [==============================] - 0s 745us/step - loss: 0.3416 - accuracy: 0.8585
Epoch 1/500
225/225 [==============================] - 0s 789us/step - loss: 0.6231 - accuracy: 0.7958
Epoch 2/500
225/225 [==============================] - 0s 785us/step - loss: 0.5501 - accuracy: 0.7960
Epoch 3/500
225/225 [==============================] - 0s 816us/step - loss: 0.5238 - accuracy: 0.7960
Epoch 4/500
225/225 [==============================] - 0s 764us/step - loss: 0.5137 - accuracy: 0.7960
Epoch 5/500
225/225 [==============================] - 0s 775us/step - loss: 0.5094 - accuracy: 0.7960
Epoch 6/500
225/225 [==============================] - 0s 768us/step - loss: 0.5075 - accuracy: 0.7960
Epoch 7/500
225/225 [==============================] - 0s 817us/step - loss: 0.5067 - accuracy: 0.7960
Epoch 8/500
225/225 [==============================] - 0s 760us/step - loss: 0.5063 - accuracy: 0.7960
Epoch 9/500
225/225 [==============================] - 0s 775us/step - loss: 0.5061 - accuracy: 0.7960
Epoch 10/500
225/225 [==============================] - 0s 799us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 11/500
225/225 [==============================] - 0s 750us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 12/500
225/225 [==============================] - 0s 811us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 13/500
225/225 [==============================] - 0s 782us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 14/500
225/225 [==============================] - 0s 766us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 15/500
225/225 [==============================] - 0s 776us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 16/500
225/225 [==============================] - 0s 886us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 17/500
225/225 [==============================] - 0s 769us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 18/500
225/225 [==============================] - 0s 814us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 19/500
225/225 [==============================] - 0s 773us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 20/500
225/225 [==============================] - 0s 779us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 21/500
225/225 [==============================] - 0s 774us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 22/500
225/225 [==============================] - 0s 757us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 23/500
225/225 [==============================] - 0s 796us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 24/500
225/225 [==============================] - 0s 778us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 25/500
225/225 [==============================] - 0s 787us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 26/500
225/225 [==============================] - 0s 783us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 27/500
225/225 [==============================] - 0s 792us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 28/500
225/225 [==============================] - 0s 765us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 29/500
225/225 [==============================] - 0s 845us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 30/500
225/225 [==============================] - 0s 777us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 31/500
225/225 [==============================] - 0s 791us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 32/500
225/225 [==============================] - 0s 768us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 33/500
225/225 [==============================] - 0s 782us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 34/500
225/225 [==============================] - 0s 786us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 35/500
225/225 [==============================] - 0s 796us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 36/500
225/225 [==============================] - 0s 760us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 37/500
225/225 [==============================] - 0s 784us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 38/500
225/225 [==============================] - 0s 795us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 39/500
225/225 [==============================] - 0s 763us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 40/500
225/225 [==============================] - 0s 812us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 41/500
225/225 [==============================] - 0s 778us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 42/500
225/225 [==============================] - 0s 787us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 43/500
225/225 [==============================] - 0s 762us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 44/500
225/225 [==============================] - 0s 925us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 45/500
225/225 [==============================] - 0s 744us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 46/500
225/225 [==============================] - 0s 741us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 47/500
225/225 [==============================] - 0s 764us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 48/500
225/225 [==============================] - 0s 740us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 49/500
225/225 [==============================] - 0s 724us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 50/500
225/225 [==============================] - 0s 771us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 51/500
225/225 [==============================] - 0s 742us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 52/500
225/225 [==============================] - 0s 744us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 53/500
225/225 [==============================] - 0s 728us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 54/500
225/225 [==============================] - 0s 736us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 55/500
225/225 [==============================] - 0s 750us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 56/500
225/225 [==============================] - 0s 728us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 57/500
225/225 [==============================] - 0s 793us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 58/500
225/225 [==============================] - 0s 745us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 59/500
225/225 [==============================] - 0s 722us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 60/500
225/225 [==============================] - 0s 735us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 61/500
225/225 [==============================] - 0s 751us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 62/500
225/225 [==============================] - 0s 719us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 63/500
225/225 [==============================] - 0s 783us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 64/500
225/225 [==============================] - 0s 765us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 65/500
225/225 [==============================] - 0s 717us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 66/500
225/225 [==============================] - 0s 732us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 67/500
225/225 [==============================] - 0s 756us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 68/500
225/225 [==============================] - 0s 724us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 69/500
225/225 [==============================] - 0s 795us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 70/500
225/225 [==============================] - 0s 752us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 71/500
225/225 [==============================] - 0s 731us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 72/500
225/225 [==============================] - 0s 742us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 73/500
225/225 [==============================] - 0s 780us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 74/500
225/225 [==============================] - 0s 736us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 75/500
225/225 [==============================] - 0s 757us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 76/500
225/225 [==============================] - 0s 756us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 77/500
225/225 [==============================] - 0s 742us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 78/500
225/225 [==============================] - 0s 720us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 79/500
225/225 [==============================] - 0s 744us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 80/500
225/225 [==============================] - 0s 740us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 81/500
225/225 [==============================] - 0s 769us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 82/500
225/225 [==============================] - 0s 768us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 83/500
225/225 [==============================] - 0s 743us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 84/500
225/225 [==============================] - 0s 726us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 85/500
225/225 [==============================] - 0s 744us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 86/500
225/225 [==============================] - 0s 738us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 87/500
225/225 [==============================] - 0s 770us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 88/500
225/225 [==============================] - 0s 745us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 89/500
225/225 [==============================] - 0s 737us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 90/500
225/225 [==============================] - 0s 721us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 91/500
225/225 [==============================] - 0s 746us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 92/500
225/225 [==============================] - 0s 737us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 93/500
225/225 [==============================] - 0s 769us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 94/500
225/225 [==============================] - 0s 741us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 95/500
225/225 [==============================] - 0s 741us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 96/500
225/225 [==============================] - 0s 726us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 97/500
225/225 [==============================] - 0s 753us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 98/500
225/225 [==============================] - 0s 784us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 99/500
225/225 [==============================] - 0s 723us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 100/500
225/225 [==============================] - 0s 743us/step - loss: 0.5052 - accuracy: 0.7960
Epoch 101/500
225/225 [==============================] - 0s 736us/step - loss: 0.5050 - accuracy: 0.7960
Epoch 102/500
225/225 [==============================] - 0s 723us/step - loss: 0.5049 - accuracy: 0.7960
Epoch 103/500
225/225 [==============================] - 0s 751us/step - loss: 0.5047 - accuracy: 0.7960
Epoch 104/500
225/225 [==============================] - 0s 783us/step - loss: 0.5045 - accuracy: 0.7960
Epoch 105/500
225/225 [==============================] - 0s 736us/step - loss: 0.5043 - accuracy: 0.7960
Epoch 106/500
225/225 [==============================] - 0s 759us/step - loss: 0.5040 - accuracy: 0.7960
Epoch 107/500
225/225 [==============================] - 0s 737us/step - loss: 0.5036 - accuracy: 0.7960
Epoch 108/500
225/225 [==============================] - 0s 738us/step - loss: 0.5032 - accuracy: 0.7960
Epoch 109/500
225/225 [==============================] - 0s 728us/step - loss: 0.5026 - accuracy: 0.7960
Epoch 110/500
225/225 [==============================] - 0s 770us/step - loss: 0.5020 - accuracy: 0.7960
Epoch 111/500
225/225 [==============================] - 0s 738us/step - loss: 0.5011 - accuracy: 0.7960
Epoch 112/500
225/225 [==============================] - 0s 741us/step - loss: 0.5000 - accuracy: 0.7960
Epoch 113/500
225/225 [==============================] - 0s 737us/step - loss: 0.4986 - accuracy: 0.7960
Epoch 114/500
225/225 [==============================] - 0s 763us/step - loss: 0.4967 - accuracy: 0.7960
Epoch 115/500
225/225 [==============================] - 0s 735us/step - loss: 0.4943 - accuracy: 0.7960
Epoch 116/500
225/225 [==============================] - 0s 838us/step - loss: 0.4911 - accuracy: 0.7960
Epoch 117/500
225/225 [==============================] - 0s 734us/step - loss: 0.4870 - accuracy: 0.7960
Epoch 118/500
225/225 [==============================] - 0s 738us/step - loss: 0.4815 - accuracy: 0.7960
Epoch 119/500
225/225 [==============================] - 0s 731us/step - loss: 0.4746 - accuracy: 0.7960
Epoch 120/500
225/225 [==============================] - 0s 746us/step - loss: 0.4664 - accuracy: 0.7960
Epoch 121/500
225/225 [==============================] - 0s 744us/step - loss: 0.4577 - accuracy: 0.7957
Epoch 122/500
225/225 [==============================] - 0s 741us/step - loss: 0.4497 - accuracy: 0.7954
Epoch 123/500
225/225 [==============================] - 0s 779us/step - loss: 0.4433 - accuracy: 0.7939
Epoch 124/500
225/225 [==============================] - 0s 734us/step - loss: 0.4388 - accuracy: 0.7953
Epoch 125/500
225/225 [==============================] - 0s 731us/step - loss: 0.4356 - accuracy: 0.7976
Epoch 126/500
225/225 [==============================] - 0s 746us/step - loss: 0.4333 - accuracy: 0.7997
Epoch 127/500
225/225 [==============================] - 0s 760us/step - loss: 0.4316 - accuracy: 0.8043
Epoch 128/500
225/225 [==============================] - 0s 744us/step - loss: 0.4302 - accuracy: 0.8054
Epoch 129/500
225/225 [==============================] - 0s 742us/step - loss: 0.4288 - accuracy: 0.8069
Epoch 130/500
225/225 [==============================] - 0s 731us/step - loss: 0.4275 - accuracy: 0.8083
Epoch 131/500
225/225 [==============================] - 0s 738us/step - loss: 0.4262 - accuracy: 0.8103
Epoch 132/500
225/225 [==============================] - 0s 742us/step - loss: 0.4247 - accuracy: 0.8124
Epoch 133/500
225/225 [==============================] - 0s 752us/step - loss: 0.4231 - accuracy: 0.8156
Epoch 134/500
225/225 [==============================] - 0s 755us/step - loss: 0.4211 - accuracy: 0.8175
Epoch 135/500
225/225 [==============================] - 0s 735us/step - loss: 0.4190 - accuracy: 0.8194
Epoch 136/500
225/225 [==============================] - 0s 731us/step - loss: 0.4164 - accuracy: 0.8218
Epoch 137/500
225/225 [==============================] - 0s 739us/step - loss: 0.4134 - accuracy: 0.8253
Epoch 138/500
225/225 [==============================] - 0s 742us/step - loss: 0.4102 - accuracy: 0.8265
Epoch 139/500
225/225 [==============================] - 0s 729us/step - loss: 0.4066 - accuracy: 0.8304
Epoch 140/500
225/225 [==============================] - 0s 779us/step - loss: 0.4027 - accuracy: 0.8325
Epoch 141/500
225/225 [==============================] - 0s 782us/step - loss: 0.3987 - accuracy: 0.8368
Epoch 142/500
225/225 [==============================] - 0s 731us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 143/500
225/225 [==============================] - 0s 745us/step - loss: 0.3897 - accuracy: 0.8408
Epoch 144/500
225/225 [==============================] - 0s 736us/step - loss: 0.3856 - accuracy: 0.8439
Epoch 145/500
225/225 [==============================] - 0s 794us/step - loss: 0.3813 - accuracy: 0.8456
Epoch 146/500
225/225 [==============================] - 0s 725us/step - loss: 0.3775 - accuracy: 0.8456
Epoch 147/500
225/225 [==============================] - 0s 753us/step - loss: 0.3742 - accuracy: 0.8494
Epoch 148/500
225/225 [==============================] - 0s 734us/step - loss: 0.3710 - accuracy: 0.8506
Epoch 149/500
225/225 [==============================] - 0s 725us/step - loss: 0.3683 - accuracy: 0.8507
Epoch 150/500
225/225 [==============================] - 0s 741us/step - loss: 0.3657 - accuracy: 0.8512
Epoch 151/500
225/225 [==============================] - 0s 769us/step - loss: 0.3637 - accuracy: 0.8535
Epoch 152/500
225/225 [==============================] - 0s 722us/step - loss: 0.3617 - accuracy: 0.8539
Epoch 153/500
225/225 [==============================] - 0s 739us/step - loss: 0.3601 - accuracy: 0.8543
Epoch 154/500
225/225 [==============================] - 0s 738us/step - loss: 0.3587 - accuracy: 0.8551
Epoch 155/500
225/225 [==============================] - 0s 746us/step - loss: 0.3571 - accuracy: 0.8568
Epoch 156/500
225/225 [==============================] - 1s 2ms/step - loss: 0.3561 - accuracy: 0.8572
Epoch 157/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3548 - accuracy: 0.8558
Epoch 158/500
225/225 [==============================] - 0s 714us/step - loss: 0.3539 - accuracy: 0.8587
Epoch 159/500
225/225 [==============================] - 0s 983us/step - loss: 0.3527 - accuracy: 0.8564
Epoch 160/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3519 - accuracy: 0.8583
Epoch 161/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3513 - accuracy: 0.8599
Epoch 162/500
225/225 [==============================] - 0s 913us/step - loss: 0.3501 - accuracy: 0.8587
Epoch 163/500
225/225 [==============================] - 0s 904us/step - loss: 0.3495 - accuracy: 0.8586
Epoch 164/500
225/225 [==============================] - 0s 837us/step - loss: 0.3495 - accuracy: 0.8590
Epoch 165/500
225/225 [==============================] - 0s 889us/step - loss: 0.3490 - accuracy: 0.8576
Epoch 166/500
225/225 [==============================] - 0s 884us/step - loss: 0.3485 - accuracy: 0.8593
Epoch 167/500
225/225 [==============================] - 0s 796us/step - loss: 0.3484 - accuracy: 0.8587
Epoch 168/500
225/225 [==============================] - 0s 835us/step - loss: 0.3478 - accuracy: 0.8579
Epoch 169/500
225/225 [==============================] - 0s 783us/step - loss: 0.3473 - accuracy: 0.8585
Epoch 170/500
225/225 [==============================] - 0s 756us/step - loss: 0.3475 - accuracy: 0.8575
Epoch 171/500
225/225 [==============================] - 0s 813us/step - loss: 0.3472 - accuracy: 0.8582
Epoch 172/500
225/225 [==============================] - 0s 807us/step - loss: 0.3470 - accuracy: 0.8582
Epoch 173/500
225/225 [==============================] - 0s 879us/step - loss: 0.3465 - accuracy: 0.8571
Epoch 174/500
225/225 [==============================] - 0s 886us/step - loss: 0.3468 - accuracy: 0.8578
Epoch 175/500
225/225 [==============================] - 0s 737us/step - loss: 0.3464 - accuracy: 0.8594
Epoch 176/500
225/225 [==============================] - 0s 784us/step - loss: 0.3461 - accuracy: 0.8607
Epoch 177/500
225/225 [==============================] - 0s 756us/step - loss: 0.3453 - accuracy: 0.8551
Epoch 178/500
225/225 [==============================] - 0s 762us/step - loss: 0.3456 - accuracy: 0.8583
Epoch 179/500
225/225 [==============================] - 0s 762us/step - loss: 0.3458 - accuracy: 0.8594
Epoch 180/500
225/225 [==============================] - 0s 729us/step - loss: 0.3459 - accuracy: 0.8594
Epoch 181/500
225/225 [==============================] - 0s 723us/step - loss: 0.3456 - accuracy: 0.8579
Epoch 182/500
225/225 [==============================] - 0s 757us/step - loss: 0.3455 - accuracy: 0.8592
Epoch 183/500
225/225 [==============================] - 0s 757us/step - loss: 0.3452 - accuracy: 0.8586
Epoch 184/500
225/225 [==============================] - 0s 761us/step - loss: 0.3453 - accuracy: 0.8585
Epoch 185/500
225/225 [==============================] - 0s 773us/step - loss: 0.3448 - accuracy: 0.8590
Epoch 186/500
225/225 [==============================] - 0s 847us/step - loss: 0.3451 - accuracy: 0.8604
Epoch 187/500
225/225 [==============================] - 0s 917us/step - loss: 0.3443 - accuracy: 0.8589
Epoch 188/500
225/225 [==============================] - 0s 806us/step - loss: 0.3447 - accuracy: 0.8600
Epoch 189/500
225/225 [==============================] - 0s 834us/step - loss: 0.3447 - accuracy: 0.8603
Epoch 190/500
225/225 [==============================] - 0s 828us/step - loss: 0.3444 - accuracy: 0.8590
Epoch 191/500
225/225 [==============================] - 0s 823us/step - loss: 0.3441 - accuracy: 0.8593
Epoch 192/500
225/225 [==============================] - 0s 725us/step - loss: 0.3442 - accuracy: 0.8594
Epoch 193/500
225/225 [==============================] - 0s 746us/step - loss: 0.3437 - accuracy: 0.8587
Epoch 194/500
225/225 [==============================] - 0s 756us/step - loss: 0.3438 - accuracy: 0.8593
Epoch 195/500
225/225 [==============================] - 0s 733us/step - loss: 0.3438 - accuracy: 0.8597
Epoch 196/500
225/225 [==============================] - 0s 744us/step - loss: 0.3436 - accuracy: 0.8581
Epoch 197/500
225/225 [==============================] - 0s 785us/step - loss: 0.3435 - accuracy: 0.8600
Epoch 198/500
225/225 [==============================] - 0s 727us/step - loss: 0.3434 - accuracy: 0.8608
Epoch 199/500
225/225 [==============================] - 0s 734us/step - loss: 0.3428 - accuracy: 0.8600
Epoch 200/500
225/225 [==============================] - 0s 752us/step - loss: 0.3434 - accuracy: 0.8601
Epoch 201/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3435 - accuracy: 0.8607
Epoch 202/500
225/225 [==============================] - 0s 768us/step - loss: 0.3432 - accuracy: 0.8607
Epoch 203/500
225/225 [==============================] - 0s 726us/step - loss: 0.3431 - accuracy: 0.8587
Epoch 204/500
225/225 [==============================] - 0s 742us/step - loss: 0.3428 - accuracy: 0.8586
Epoch 205/500
1/225 [..............................] - ETA: 0s - loss: 0.3151 - accuracy: 0.8438WARNING:tensorflow:Method (on_train_batch_end) is slow compared to the batch update (0.109403). Check your callbacks.
225/225 [==============================] - 0s 1ms/step - loss: 0.3430 - accuracy: 0.8604
Epoch 206/500
225/225 [==============================] - 0s 775us/step - loss: 0.3430 - accuracy: 0.8596
Epoch 207/500
225/225 [==============================] - 0s 782us/step - loss: 0.3429 - accuracy: 0.8575
Epoch 208/500
225/225 [==============================] - 0s 734us/step - loss: 0.3429 - accuracy: 0.8603
Epoch 209/500
225/225 [==============================] - 0s 744us/step - loss: 0.3427 - accuracy: 0.8615
Epoch 210/500
225/225 [==============================] - 0s 747us/step - loss: 0.3422 - accuracy: 0.8594
Epoch 211/500
225/225 [==============================] - 0s 758us/step - loss: 0.3428 - accuracy: 0.8606
Epoch 212/500
225/225 [==============================] - 0s 729us/step - loss: 0.3427 - accuracy: 0.8590
Epoch 213/500
225/225 [==============================] - 0s 843us/step - loss: 0.3425 - accuracy: 0.8607
Epoch 214/500
225/225 [==============================] - 0s 846us/step - loss: 0.3425 - accuracy: 0.8615
Epoch 215/500
225/225 [==============================] - 0s 801us/step - loss: 0.3424 - accuracy: 0.8589
Epoch 216/500
225/225 [==============================] - 0s 845us/step - loss: 0.3422 - accuracy: 0.8600
Epoch 217/500
225/225 [==============================] - 0s 832us/step - loss: 0.3426 - accuracy: 0.8592
Epoch 218/500
225/225 [==============================] - 0s 767us/step - loss: 0.3421 - accuracy: 0.8607
Epoch 219/500
225/225 [==============================] - 0s 768us/step - loss: 0.3422 - accuracy: 0.8601
Epoch 220/500
225/225 [==============================] - 0s 743us/step - loss: 0.3422 - accuracy: 0.8601
Epoch 221/500
225/225 [==============================] - 0s 741us/step - loss: 0.3423 - accuracy: 0.8599
Epoch 222/500
225/225 [==============================] - 0s 737us/step - loss: 0.3421 - accuracy: 0.8592
Epoch 223/500
225/225 [==============================] - 0s 764us/step - loss: 0.3422 - accuracy: 0.8606
Epoch 224/500
225/225 [==============================] - 0s 756us/step - loss: 0.3419 - accuracy: 0.8617
Epoch 225/500
225/225 [==============================] - 0s 733us/step - loss: 0.3423 - accuracy: 0.8594
Epoch 226/500
225/225 [==============================] - 0s 742us/step - loss: 0.3418 - accuracy: 0.8607
Epoch 227/500
225/225 [==============================] - 0s 746us/step - loss: 0.3421 - accuracy: 0.8587
Epoch 228/500
225/225 [==============================] - 0s 749us/step - loss: 0.3421 - accuracy: 0.8600
Epoch 229/500
225/225 [==============================] - 0s 721us/step - loss: 0.3419 - accuracy: 0.8617
Epoch 230/500
225/225 [==============================] - 0s 785us/step - loss: 0.3422 - accuracy: 0.8592
Epoch 231/500
225/225 [==============================] - 0s 749us/step - loss: 0.3414 - accuracy: 0.8603
Epoch 232/500
225/225 [==============================] - 0s 724us/step - loss: 0.3416 - accuracy: 0.8615
Epoch 233/500
225/225 [==============================] - 0s 753us/step - loss: 0.3419 - accuracy: 0.8585
Epoch 234/500
225/225 [==============================] - 0s 913us/step - loss: 0.3416 - accuracy: 0.8590
Epoch 235/500
225/225 [==============================] - 0s 762us/step - loss: 0.3417 - accuracy: 0.8612
Epoch 236/500
225/225 [==============================] - 0s 755us/step - loss: 0.3417 - accuracy: 0.8600
Epoch 237/500
225/225 [==============================] - 0s 750us/step - loss: 0.3419 - accuracy: 0.8625
Epoch 238/500
225/225 [==============================] - 0s 733us/step - loss: 0.3414 - accuracy: 0.8611
Epoch 239/500
225/225 [==============================] - 0s 756us/step - loss: 0.3418 - accuracy: 0.8587
Epoch 240/500
225/225 [==============================] - 0s 750us/step - loss: 0.3415 - accuracy: 0.8594
Epoch 241/500
225/225 [==============================] - 0s 786us/step - loss: 0.3417 - accuracy: 0.8583
Epoch 242/500
225/225 [==============================] - 0s 734us/step - loss: 0.3414 - accuracy: 0.8600
Epoch 243/500
225/225 [==============================] - 0s 742us/step - loss: 0.3415 - accuracy: 0.8608
Epoch 244/500
225/225 [==============================] - 0s 745us/step - loss: 0.3417 - accuracy: 0.8600
Epoch 245/500
225/225 [==============================] - 0s 737us/step - loss: 0.3413 - accuracy: 0.8594
Epoch 246/500
225/225 [==============================] - 0s 732us/step - loss: 0.3414 - accuracy: 0.8596
Epoch 247/500
225/225 [==============================] - 0s 863us/step - loss: 0.3411 - accuracy: 0.8607
Epoch 248/500
225/225 [==============================] - 0s 760us/step - loss: 0.3414 - accuracy: 0.8592
Epoch 249/500
225/225 [==============================] - 0s 753us/step - loss: 0.3413 - accuracy: 0.8603
Epoch 250/500
225/225 [==============================] - 0s 743us/step - loss: 0.3409 - accuracy: 0.8597
Epoch 251/500
225/225 [==============================] - 0s 759us/step - loss: 0.3410 - accuracy: 0.8599
Epoch 252/500
225/225 [==============================] - 0s 740us/step - loss: 0.3410 - accuracy: 0.8600
Epoch 253/500
225/225 [==============================] - 0s 743us/step - loss: 0.3409 - accuracy: 0.8600
Epoch 254/500
225/225 [==============================] - 0s 732us/step - loss: 0.3409 - accuracy: 0.8597
Epoch 255/500
225/225 [==============================] - 0s 735us/step - loss: 0.3411 - accuracy: 0.8600
Epoch 256/500
225/225 [==============================] - 0s 728us/step - loss: 0.3411 - accuracy: 0.8596
Epoch 257/500
225/225 [==============================] - 0s 735us/step - loss: 0.3410 - accuracy: 0.8589
Epoch 258/500
225/225 [==============================] - 0s 837us/step - loss: 0.3410 - accuracy: 0.8600
Epoch 259/500
225/225 [==============================] - 0s 795us/step - loss: 0.3407 - accuracy: 0.8596
Epoch 260/500
225/225 [==============================] - 0s 728us/step - loss: 0.3405 - accuracy: 0.8599
Epoch 261/500
225/225 [==============================] - 0s 736us/step - loss: 0.3409 - accuracy: 0.8586
Epoch 262/500
225/225 [==============================] - 0s 750us/step - loss: 0.3407 - accuracy: 0.8601
Epoch 263/500
225/225 [==============================] - 0s 736us/step - loss: 0.3408 - accuracy: 0.8592
Epoch 264/500
225/225 [==============================] - 0s 759us/step - loss: 0.3404 - accuracy: 0.8607
Epoch 265/500
225/225 [==============================] - 0s 735us/step - loss: 0.3408 - accuracy: 0.8597
Epoch 266/500
225/225 [==============================] - 0s 728us/step - loss: 0.3411 - accuracy: 0.8600
Epoch 267/500
225/225 [==============================] - 0s 743us/step - loss: 0.3410 - accuracy: 0.8615
Epoch 268/500
225/225 [==============================] - 0s 741us/step - loss: 0.3409 - accuracy: 0.8607
Epoch 269/500
225/225 [==============================] - 0s 731us/step - loss: 0.3403 - accuracy: 0.8604
Epoch 270/500
225/225 [==============================] - 0s 741us/step - loss: 0.3405 - accuracy: 0.8603
Epoch 271/500
225/225 [==============================] - 0s 759us/step - loss: 0.3403 - accuracy: 0.8607
Epoch 272/500
225/225 [==============================] - 0s 762us/step - loss: 0.3407 - accuracy: 0.8597
Epoch 273/500
225/225 [==============================] - 0s 726us/step - loss: 0.3405 - accuracy: 0.8619
Epoch 274/500
225/225 [==============================] - 0s 743us/step - loss: 0.3406 - accuracy: 0.8594
Epoch 275/500
225/225 [==============================] - 0s 747us/step - loss: 0.3404 - accuracy: 0.8600
Epoch 276/500
225/225 [==============================] - 0s 757us/step - loss: 0.3404 - accuracy: 0.8589
Epoch 277/500
225/225 [==============================] - 0s 754us/step - loss: 0.3407 - accuracy: 0.8607
Epoch 278/500
225/225 [==============================] - 0s 743us/step - loss: 0.3403 - accuracy: 0.8601
Epoch 279/500
225/225 [==============================] - 0s 730us/step - loss: 0.3401 - accuracy: 0.8597
Epoch 280/500
225/225 [==============================] - 0s 749us/step - loss: 0.3404 - accuracy: 0.8614
Epoch 281/500
225/225 [==============================] - 0s 749us/step - loss: 0.3401 - accuracy: 0.8603
Epoch 282/500
225/225 [==============================] - 0s 756us/step - loss: 0.3404 - accuracy: 0.8611
Epoch 283/500
225/225 [==============================] - 0s 776us/step - loss: 0.3405 - accuracy: 0.8589
Epoch 284/500
225/225 [==============================] - 0s 743us/step - loss: 0.3395 - accuracy: 0.8621
Epoch 285/500
225/225 [==============================] - 0s 729us/step - loss: 0.3400 - accuracy: 0.8596
Epoch 286/500
225/225 [==============================] - 0s 755us/step - loss: 0.3401 - accuracy: 0.8587
Epoch 287/500
225/225 [==============================] - 0s 751us/step - loss: 0.3396 - accuracy: 0.8603
Epoch 288/500
225/225 [==============================] - 0s 770us/step - loss: 0.3397 - accuracy: 0.8601
Epoch 289/500
225/225 [==============================] - 0s 756us/step - loss: 0.3399 - accuracy: 0.8596
Epoch 290/500
225/225 [==============================] - 0s 740us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 291/500
225/225 [==============================] - 0s 741us/step - loss: 0.3398 - accuracy: 0.8597
Epoch 292/500
225/225 [==============================] - 0s 743us/step - loss: 0.3394 - accuracy: 0.8593
Epoch 293/500
225/225 [==============================] - 0s 742us/step - loss: 0.3397 - accuracy: 0.8596
Epoch 294/500
225/225 [==============================] - 0s 775us/step - loss: 0.3390 - accuracy: 0.8596
Epoch 295/500
225/225 [==============================] - 0s 751us/step - loss: 0.3391 - accuracy: 0.8585
Epoch 296/500
225/225 [==============================] - 0s 752us/step - loss: 0.3392 - accuracy: 0.8590
Epoch 297/500
225/225 [==============================] - 0s 741us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 298/500
225/225 [==============================] - 0s 767us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 299/500
225/225 [==============================] - 0s 763us/step - loss: 0.3385 - accuracy: 0.8601
Epoch 300/500
225/225 [==============================] - 0s 743us/step - loss: 0.3388 - accuracy: 0.8608
Epoch 301/500
225/225 [==============================] - 0s 760us/step - loss: 0.3380 - accuracy: 0.8589
Epoch 302/500
225/225 [==============================] - 0s 746us/step - loss: 0.3377 - accuracy: 0.8608
Epoch 303/500
225/225 [==============================] - 0s 740us/step - loss: 0.3381 - accuracy: 0.8611
Epoch 304/500
225/225 [==============================] - 0s 742us/step - loss: 0.3373 - accuracy: 0.8594
Epoch 305/500
225/225 [==============================] - 0s 762us/step - loss: 0.3375 - accuracy: 0.8601
Epoch 306/500
225/225 [==============================] - 0s 810us/step - loss: 0.3373 - accuracy: 0.8585
Epoch 307/500
225/225 [==============================] - 0s 834us/step - loss: 0.3370 - accuracy: 0.8610
Epoch 308/500
225/225 [==============================] - 0s 725us/step - loss: 0.3368 - accuracy: 0.8625
Epoch 309/500
225/225 [==============================] - 0s 740us/step - loss: 0.3365 - accuracy: 0.8608
Epoch 310/500
225/225 [==============================] - 0s 762us/step - loss: 0.3366 - accuracy: 0.8618
Epoch 311/500
225/225 [==============================] - 0s 748us/step - loss: 0.3363 - accuracy: 0.8601
Epoch 312/500
225/225 [==============================] - 0s 740us/step - loss: 0.3363 - accuracy: 0.8615
Epoch 313/500
225/225 [==============================] - 0s 746us/step - loss: 0.3365 - accuracy: 0.8617
Epoch 314/500
225/225 [==============================] - 0s 725us/step - loss: 0.3358 - accuracy: 0.8615
Epoch 315/500
225/225 [==============================] - 0s 738us/step - loss: 0.3358 - accuracy: 0.8607
Epoch 316/500
225/225 [==============================] - 0s 752us/step - loss: 0.3358 - accuracy: 0.8594
Epoch 317/500
225/225 [==============================] - 0s 749us/step - loss: 0.3353 - accuracy: 0.8612
Epoch 318/500
225/225 [==============================] - 0s 727us/step - loss: 0.3357 - accuracy: 0.8619
Epoch 319/500
225/225 [==============================] - 0s 740us/step - loss: 0.3355 - accuracy: 0.8614
Epoch 320/500
225/225 [==============================] - 0s 724us/step - loss: 0.3354 - accuracy: 0.8635
Epoch 321/500
225/225 [==============================] - 0s 742us/step - loss: 0.3355 - accuracy: 0.8606
Epoch 322/500
225/225 [==============================] - 0s 735us/step - loss: 0.3355 - accuracy: 0.8619
Epoch 323/500
225/225 [==============================] - 0s 756us/step - loss: 0.3356 - accuracy: 0.8621
Epoch 324/500
225/225 [==============================] - 0s 726us/step - loss: 0.3346 - accuracy: 0.8628
Epoch 325/500
225/225 [==============================] - 0s 736us/step - loss: 0.3355 - accuracy: 0.8611
Epoch 326/500
225/225 [==============================] - 0s 784us/step - loss: 0.3354 - accuracy: 0.8612
Epoch 327/500
225/225 [==============================] - 0s 810us/step - loss: 0.3355 - accuracy: 0.8615
Epoch 328/500
225/225 [==============================] - 0s 820us/step - loss: 0.3348 - accuracy: 0.8612
Epoch 329/500
225/225 [==============================] - 0s 822us/step - loss: 0.3349 - accuracy: 0.8644
Epoch 330/500
225/225 [==============================] - 0s 860us/step - loss: 0.3354 - accuracy: 0.8624
Epoch 331/500
225/225 [==============================] - 0s 770us/step - loss: 0.3347 - accuracy: 0.8625
Epoch 332/500
225/225 [==============================] - 0s 734us/step - loss: 0.3344 - accuracy: 0.8618
Epoch 333/500
225/225 [==============================] - 0s 731us/step - loss: 0.3351 - accuracy: 0.8612
Epoch 334/500
225/225 [==============================] - 0s 762us/step - loss: 0.3346 - accuracy: 0.8625
Epoch 335/500
225/225 [==============================] - 0s 733us/step - loss: 0.3349 - accuracy: 0.8643
Epoch 336/500
225/225 [==============================] - 0s 736us/step - loss: 0.3345 - accuracy: 0.8644
Epoch 337/500
225/225 [==============================] - 0s 725us/step - loss: 0.3350 - accuracy: 0.8607
Epoch 338/500
225/225 [==============================] - 0s 732us/step - loss: 0.3347 - accuracy: 0.8637
Epoch 339/500
225/225 [==============================] - 0s 733us/step - loss: 0.3341 - accuracy: 0.8640
Epoch 340/500
225/225 [==============================] - 0s 771us/step - loss: 0.3348 - accuracy: 0.8637
Epoch 341/500
225/225 [==============================] - 0s 723us/step - loss: 0.3347 - accuracy: 0.8621
Epoch 342/500
225/225 [==============================] - 0s 774us/step - loss: 0.3345 - accuracy: 0.8639
Epoch 343/500
225/225 [==============================] - 0s 734us/step - loss: 0.3345 - accuracy: 0.8631
Epoch 344/500
225/225 [==============================] - 0s 729us/step - loss: 0.3343 - accuracy: 0.8631
Epoch 345/500
225/225 [==============================] - 0s 726us/step - loss: 0.3350 - accuracy: 0.8622
Epoch 346/500
225/225 [==============================] - 0s 779us/step - loss: 0.3344 - accuracy: 0.8636
Epoch 347/500
225/225 [==============================] - 0s 728us/step - loss: 0.3342 - accuracy: 0.8635
Epoch 348/500
225/225 [==============================] - 0s 735us/step - loss: 0.3343 - accuracy: 0.8643
Epoch 349/500
225/225 [==============================] - 0s 727us/step - loss: 0.3342 - accuracy: 0.8625
Epoch 350/500
225/225 [==============================] - 0s 719us/step - loss: 0.3340 - accuracy: 0.8640
Epoch 351/500
225/225 [==============================] - 0s 739us/step - loss: 0.3339 - accuracy: 0.8621
Epoch 352/500
225/225 [==============================] - 0s 770us/step - loss: 0.3349 - accuracy: 0.8631
Epoch 353/500
225/225 [==============================] - 0s 729us/step - loss: 0.3344 - accuracy: 0.8636
Epoch 354/500
225/225 [==============================] - 0s 736us/step - loss: 0.3336 - accuracy: 0.8636
Epoch 355/500
225/225 [==============================] - 0s 730us/step - loss: 0.3344 - accuracy: 0.8642
Epoch 356/500
225/225 [==============================] - 0s 730us/step - loss: 0.3342 - accuracy: 0.8617
Epoch 357/500
225/225 [==============================] - 0s 747us/step - loss: 0.3341 - accuracy: 0.8619
Epoch 358/500
225/225 [==============================] - 0s 749us/step - loss: 0.3341 - accuracy: 0.8635
Epoch 359/500
225/225 [==============================] - 0s 734us/step - loss: 0.3344 - accuracy: 0.8632
Epoch 360/500
225/225 [==============================] - 0s 776us/step - loss: 0.3341 - accuracy: 0.8642
Epoch 361/500
225/225 [==============================] - 0s 725us/step - loss: 0.3342 - accuracy: 0.8642
Epoch 362/500
225/225 [==============================] - 0s 767us/step - loss: 0.3342 - accuracy: 0.8636
Epoch 363/500
225/225 [==============================] - 0s 745us/step - loss: 0.3344 - accuracy: 0.8628
Epoch 364/500
225/225 [==============================] - 0s 733us/step - loss: 0.3341 - accuracy: 0.8642
Epoch 365/500
225/225 [==============================] - 0s 730us/step - loss: 0.3343 - accuracy: 0.8646
Epoch 366/500
225/225 [==============================] - 0s 740us/step - loss: 0.3341 - accuracy: 0.8632
Epoch 367/500
225/225 [==============================] - 0s 725us/step - loss: 0.3336 - accuracy: 0.8639
Epoch 368/500
225/225 [==============================] - 0s 730us/step - loss: 0.3344 - accuracy: 0.8639
Epoch 369/500
225/225 [==============================] - 0s 740us/step - loss: 0.3342 - accuracy: 0.8633
Epoch 370/500
225/225 [==============================] - 0s 726us/step - loss: 0.3338 - accuracy: 0.8633
Epoch 371/500
225/225 [==============================] - 0s 779us/step - loss: 0.3338 - accuracy: 0.8635
Epoch 372/500
225/225 [==============================] - 0s 736us/step - loss: 0.3342 - accuracy: 0.8646
Epoch 373/500
225/225 [==============================] - 0s 724us/step - loss: 0.3343 - accuracy: 0.8654
Epoch 374/500
225/225 [==============================] - 0s 732us/step - loss: 0.3340 - accuracy: 0.8643
Epoch 375/500
225/225 [==============================] - 0s 774us/step - loss: 0.3342 - accuracy: 0.8643
Epoch 376/500
225/225 [==============================] - 0s 729us/step - loss: 0.3337 - accuracy: 0.8626
Epoch 377/500
225/225 [==============================] - 0s 725us/step - loss: 0.3341 - accuracy: 0.8628
Epoch 378/500
225/225 [==============================] - 0s 733us/step - loss: 0.3341 - accuracy: 0.8646
Epoch 379/500
225/225 [==============================] - 0s 727us/step - loss: 0.3334 - accuracy: 0.8647
Epoch 380/500
225/225 [==============================] - 0s 735us/step - loss: 0.3340 - accuracy: 0.8631
Epoch 381/500
225/225 [==============================] - 0s 778us/step - loss: 0.3338 - accuracy: 0.8658
Epoch 382/500
225/225 [==============================] - 0s 740us/step - loss: 0.3337 - accuracy: 0.8647
Epoch 383/500
225/225 [==============================] - 0s 724us/step - loss: 0.3340 - accuracy: 0.8646
Epoch 384/500
225/225 [==============================] - 0s 729us/step - loss: 0.3340 - accuracy: 0.8635
Epoch 385/500
225/225 [==============================] - 0s 728us/step - loss: 0.3340 - accuracy: 0.8625
Epoch 386/500
225/225 [==============================] - 0s 853us/step - loss: 0.3338 - accuracy: 0.8650
Epoch 387/500
225/225 [==============================] - 0s 735us/step - loss: 0.3342 - accuracy: 0.8640
Epoch 388/500
225/225 [==============================] - 0s 737us/step - loss: 0.3336 - accuracy: 0.8657
Epoch 389/500
225/225 [==============================] - 0s 765us/step - loss: 0.3340 - accuracy: 0.8646
Epoch 390/500
225/225 [==============================] - 0s 726us/step - loss: 0.3336 - accuracy: 0.8651
Epoch 391/500
225/225 [==============================] - 0s 754us/step - loss: 0.3341 - accuracy: 0.8642
Epoch 392/500
225/225 [==============================] - 0s 760us/step - loss: 0.3342 - accuracy: 0.8653
Epoch 393/500
225/225 [==============================] - 0s 737us/step - loss: 0.3338 - accuracy: 0.8632
Epoch 394/500
225/225 [==============================] - 0s 803us/step - loss: 0.3341 - accuracy: 0.8636
Epoch 395/500
225/225 [==============================] - 0s 743us/step - loss: 0.3338 - accuracy: 0.8640
Epoch 396/500
225/225 [==============================] - 0s 735us/step - loss: 0.3334 - accuracy: 0.8658
Epoch 397/500
225/225 [==============================] - 0s 748us/step - loss: 0.3337 - accuracy: 0.8644
Epoch 398/500
225/225 [==============================] - 0s 743us/step - loss: 0.3338 - accuracy: 0.8656
Epoch 399/500
225/225 [==============================] - 0s 769us/step - loss: 0.3334 - accuracy: 0.8658
Epoch 400/500
225/225 [==============================] - 0s 739us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 401/500
225/225 [==============================] - 0s 740us/step - loss: 0.3335 - accuracy: 0.8668
Epoch 402/500
225/225 [==============================] - 0s 735us/step - loss: 0.3337 - accuracy: 0.8636
Epoch 403/500
225/225 [==============================] - 0s 743us/step - loss: 0.3335 - accuracy: 0.8661
Epoch 404/500
225/225 [==============================] - 0s 755us/step - loss: 0.3336 - accuracy: 0.8649
Epoch 405/500
225/225 [==============================] - 0s 747us/step - loss: 0.3335 - accuracy: 0.8650
Epoch 406/500
225/225 [==============================] - 0s 749us/step - loss: 0.3333 - accuracy: 0.8656
Epoch 407/500
225/225 [==============================] - 0s 739us/step - loss: 0.3336 - accuracy: 0.8640
Epoch 408/500
225/225 [==============================] - 0s 755us/step - loss: 0.3339 - accuracy: 0.8649
Epoch 409/500
225/225 [==============================] - 0s 731us/step - loss: 0.3332 - accuracy: 0.8640
Epoch 410/500
225/225 [==============================] - 0s 739us/step - loss: 0.3338 - accuracy: 0.8639
Epoch 411/500
225/225 [==============================] - 0s 778us/step - loss: 0.3339 - accuracy: 0.8650
Epoch 412/500
225/225 [==============================] - 0s 732us/step - loss: 0.3334 - accuracy: 0.8643
Epoch 413/500
225/225 [==============================] - 0s 744us/step - loss: 0.3336 - accuracy: 0.8674
Epoch 414/500
225/225 [==============================] - 0s 751us/step - loss: 0.3330 - accuracy: 0.8647
Epoch 415/500
225/225 [==============================] - 0s 753us/step - loss: 0.3336 - accuracy: 0.8635
Epoch 416/500
225/225 [==============================] - 0s 762us/step - loss: 0.3334 - accuracy: 0.8633
Epoch 417/500
225/225 [==============================] - 0s 767us/step - loss: 0.3330 - accuracy: 0.8650
Epoch 418/500
225/225 [==============================] - 0s 727us/step - loss: 0.3329 - accuracy: 0.8650
Epoch 419/500
225/225 [==============================] - 0s 740us/step - loss: 0.3334 - accuracy: 0.8644
Epoch 420/500
225/225 [==============================] - 0s 747us/step - loss: 0.3332 - accuracy: 0.8660
Epoch 421/500
225/225 [==============================] - 0s 729us/step - loss: 0.3333 - accuracy: 0.8653
Epoch 422/500
225/225 [==============================] - 0s 737us/step - loss: 0.3329 - accuracy: 0.8636
Epoch 423/500
225/225 [==============================] - 0s 767us/step - loss: 0.3329 - accuracy: 0.8635
Epoch 424/500
225/225 [==============================] - 0s 750us/step - loss: 0.3331 - accuracy: 0.8649
Epoch 425/500
225/225 [==============================] - 0s 754us/step - loss: 0.3333 - accuracy: 0.8612
Epoch 426/500
225/225 [==============================] - 0s 742us/step - loss: 0.3336 - accuracy: 0.8651
Epoch 427/500
225/225 [==============================] - 0s 730us/step - loss: 0.3331 - accuracy: 0.8626
Epoch 428/500
225/225 [==============================] - 0s 753us/step - loss: 0.3334 - accuracy: 0.8640
Epoch 429/500
225/225 [==============================] - 0s 782us/step - loss: 0.3329 - accuracy: 0.8631
Epoch 430/500
225/225 [==============================] - 0s 745us/step - loss: 0.3333 - accuracy: 0.8631
Epoch 431/500
225/225 [==============================] - 0s 734us/step - loss: 0.3328 - accuracy: 0.8646
Epoch 432/500
225/225 [==============================] - 0s 740us/step - loss: 0.3331 - accuracy: 0.8658
Epoch 433/500
225/225 [==============================] - 0s 739us/step - loss: 0.3333 - accuracy: 0.8643
Epoch 434/500
225/225 [==============================] - 0s 789us/step - loss: 0.3331 - accuracy: 0.8646
Epoch 435/500
225/225 [==============================] - 0s 739us/step - loss: 0.3328 - accuracy: 0.8653
Epoch 436/500
225/225 [==============================] - 0s 739us/step - loss: 0.3331 - accuracy: 0.8656
Epoch 437/500
225/225 [==============================] - 0s 733us/step - loss: 0.3330 - accuracy: 0.8647
Epoch 438/500
225/225 [==============================] - 0s 741us/step - loss: 0.3333 - accuracy: 0.8653
Epoch 439/500
225/225 [==============================] - 0s 747us/step - loss: 0.3325 - accuracy: 0.8662
Epoch 440/500
225/225 [==============================] - 0s 849us/step - loss: 0.3327 - accuracy: 0.8661
Epoch 441/500
225/225 [==============================] - 0s 743us/step - loss: 0.3334 - accuracy: 0.8642
Epoch 442/500
225/225 [==============================] - 0s 743us/step - loss: 0.3330 - accuracy: 0.8635
Epoch 443/500
225/225 [==============================] - 0s 731us/step - loss: 0.3330 - accuracy: 0.8643
Epoch 444/500
225/225 [==============================] - 0s 870us/step - loss: 0.3330 - accuracy: 0.8661
Epoch 445/500
225/225 [==============================] - 0s 742us/step - loss: 0.3327 - accuracy: 0.8639
Epoch 446/500
225/225 [==============================] - 0s 765us/step - loss: 0.3333 - accuracy: 0.8632
Epoch 447/500
225/225 [==============================] - 0s 750us/step - loss: 0.3335 - accuracy: 0.8624
Epoch 448/500
225/225 [==============================] - 0s 742us/step - loss: 0.3333 - accuracy: 0.8656
Epoch 449/500
225/225 [==============================] - 0s 748us/step - loss: 0.3329 - accuracy: 0.8662
Epoch 450/500
225/225 [==============================] - 0s 740us/step - loss: 0.3334 - accuracy: 0.8660
Epoch 451/500
225/225 [==============================] - 0s 739us/step - loss: 0.3331 - accuracy: 0.8660
Epoch 452/500
225/225 [==============================] - 0s 783us/step - loss: 0.3333 - accuracy: 0.8647
Epoch 453/500
225/225 [==============================] - 0s 733us/step - loss: 0.3331 - accuracy: 0.8639
Epoch 454/500
225/225 [==============================] - 0s 746us/step - loss: 0.3330 - accuracy: 0.8644
Epoch 455/500
225/225 [==============================] - 0s 756us/step - loss: 0.3327 - accuracy: 0.8633
Epoch 456/500
225/225 [==============================] - 0s 734us/step - loss: 0.3331 - accuracy: 0.8647
Epoch 457/500
225/225 [==============================] - 0s 742us/step - loss: 0.3332 - accuracy: 0.8642
Epoch 458/500
225/225 [==============================] - 0s 758us/step - loss: 0.3334 - accuracy: 0.8644
Epoch 459/500
225/225 [==============================] - 0s 737us/step - loss: 0.3328 - accuracy: 0.8628
Epoch 460/500
225/225 [==============================] - 0s 724us/step - loss: 0.3329 - accuracy: 0.8643
Epoch 461/500
225/225 [==============================] - 0s 748us/step - loss: 0.3327 - accuracy: 0.8649
Epoch 462/500
225/225 [==============================] - 0s 744us/step - loss: 0.3326 - accuracy: 0.8637
Epoch 463/500
225/225 [==============================] - 0s 767us/step - loss: 0.3331 - accuracy: 0.8653
Epoch 464/500
225/225 [==============================] - 0s 746us/step - loss: 0.3327 - accuracy: 0.8646
Epoch 465/500
225/225 [==============================] - 0s 746us/step - loss: 0.3334 - accuracy: 0.8651
Epoch 466/500
225/225 [==============================] - 0s 733us/step - loss: 0.3328 - accuracy: 0.8657
Epoch 467/500
225/225 [==============================] - 0s 749us/step - loss: 0.3329 - accuracy: 0.8671
Epoch 468/500
225/225 [==============================] - 0s 743us/step - loss: 0.3331 - accuracy: 0.8628
Epoch 469/500
225/225 [==============================] - 0s 750us/step - loss: 0.3333 - accuracy: 0.8671
Epoch 470/500
225/225 [==============================] - 0s 749us/step - loss: 0.3325 - accuracy: 0.8633
Epoch 471/500
225/225 [==============================] - 0s 750us/step - loss: 0.3328 - accuracy: 0.8643
Epoch 472/500
225/225 [==============================] - 0s 730us/step - loss: 0.3328 - accuracy: 0.8646
Epoch 473/500
225/225 [==============================] - 0s 750us/step - loss: 0.3331 - accuracy: 0.8656
Epoch 474/500
225/225 [==============================] - 0s 743us/step - loss: 0.3334 - accuracy: 0.8651
Epoch 475/500
225/225 [==============================] - 0s 763us/step - loss: 0.3329 - accuracy: 0.8651
Epoch 476/500
225/225 [==============================] - 0s 751us/step - loss: 0.3328 - accuracy: 0.8651
Epoch 477/500
225/225 [==============================] - 0s 741us/step - loss: 0.3326 - accuracy: 0.8662
Epoch 478/500
225/225 [==============================] - 0s 731us/step - loss: 0.3326 - accuracy: 0.8646
Epoch 479/500
225/225 [==============================] - 0s 750us/step - loss: 0.3330 - accuracy: 0.8647
Epoch 480/500
225/225 [==============================] - 0s 749us/step - loss: 0.3327 - accuracy: 0.8633
Epoch 481/500
225/225 [==============================] - 0s 788us/step - loss: 0.3329 - accuracy: 0.8650
Epoch 482/500
225/225 [==============================] - 0s 784us/step - loss: 0.3328 - accuracy: 0.8656
Epoch 483/500
225/225 [==============================] - 0s 748us/step - loss: 0.3326 - accuracy: 0.8653
Epoch 484/500
225/225 [==============================] - 0s 756us/step - loss: 0.3328 - accuracy: 0.8632
Epoch 485/500
225/225 [==============================] - 0s 740us/step - loss: 0.3328 - accuracy: 0.8658
Epoch 486/500
225/225 [==============================] - 0s 743us/step - loss: 0.3328 - accuracy: 0.8629
Epoch 487/500
225/225 [==============================] - 0s 804us/step - loss: 0.3331 - accuracy: 0.8665
Epoch 488/500
225/225 [==============================] - 0s 733us/step - loss: 0.3327 - accuracy: 0.8637
Epoch 489/500
225/225 [==============================] - 0s 748us/step - loss: 0.3330 - accuracy: 0.8647
Epoch 490/500
225/225 [==============================] - 0s 753us/step - loss: 0.3328 - accuracy: 0.8640
Epoch 491/500
225/225 [==============================] - 0s 732us/step - loss: 0.3331 - accuracy: 0.8644
Epoch 492/500
225/225 [==============================] - 0s 795us/step - loss: 0.3329 - accuracy: 0.8640
Epoch 493/500
225/225 [==============================] - 0s 770us/step - loss: 0.3329 - accuracy: 0.8647
Epoch 494/500
225/225 [==============================] - 0s 729us/step - loss: 0.3329 - accuracy: 0.8662
Epoch 495/500
225/225 [==============================] - 0s 740us/step - loss: 0.3324 - accuracy: 0.8664
Epoch 496/500
225/225 [==============================] - 0s 762us/step - loss: 0.3328 - accuracy: 0.8647
Epoch 497/500
225/225 [==============================] - 0s 738us/step - loss: 0.3329 - accuracy: 0.8657
Epoch 498/500
225/225 [==============================] - 0s 751us/step - loss: 0.3329 - accuracy: 0.8643
Epoch 499/500
225/225 [==============================] - 0s 757us/step - loss: 0.3326 - accuracy: 0.8654
Epoch 500/500
225/225 [==============================] - 0s 745us/step - loss: 0.3330 - accuracy: 0.8644
Epoch 1/500
225/225 [==============================] - 0s 748us/step - loss: 0.6234 - accuracy: 0.7953
Epoch 2/500
225/225 [==============================] - 0s 793us/step - loss: 0.5506 - accuracy: 0.7953
Epoch 3/500
225/225 [==============================] - 0s 801us/step - loss: 0.5246 - accuracy: 0.7953
Epoch 4/500
225/225 [==============================] - 0s 759us/step - loss: 0.5144 - accuracy: 0.7953
Epoch 5/500
225/225 [==============================] - 0s 748us/step - loss: 0.5102 - accuracy: 0.7953
Epoch 6/500
225/225 [==============================] - 0s 888us/step - loss: 0.5084 - accuracy: 0.7953
Epoch 7/500
225/225 [==============================] - 0s 759us/step - loss: 0.5076 - accuracy: 0.7953
Epoch 8/500
225/225 [==============================] - 0s 802us/step - loss: 0.5072 - accuracy: 0.7953
Epoch 9/500
225/225 [==============================] - 0s 771us/step - loss: 0.5071 - accuracy: 0.7953
Epoch 10/500
225/225 [==============================] - 0s 785us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 11/500
225/225 [==============================] - 0s 777us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 12/500
225/225 [==============================] - 0s 748us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 13/500
225/225 [==============================] - 0s 783us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 14/500
225/225 [==============================] - 0s 772us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 15/500
225/225 [==============================] - 0s 784us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 16/500
225/225 [==============================] - 0s 769us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 17/500
225/225 [==============================] - 0s 770us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 18/500
225/225 [==============================] - 0s 759us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 19/500
225/225 [==============================] - 0s 812us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 20/500
225/225 [==============================] - 0s 770us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 21/500
225/225 [==============================] - 0s 769us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 22/500
225/225 [==============================] - 0s 755us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 23/500
225/225 [==============================] - 0s 775us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 24/500
225/225 [==============================] - 0s 769us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 25/500
225/225 [==============================] - 0s 797us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 26/500
225/225 [==============================] - 0s 776us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 27/500
225/225 [==============================] - 0s 768us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 28/500
225/225 [==============================] - 0s 770us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 29/500
225/225 [==============================] - 0s 759us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 30/500
225/225 [==============================] - 0s 790us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 31/500
225/225 [==============================] - 0s 769us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 32/500
225/225 [==============================] - 0s 744us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 33/500
225/225 [==============================] - 0s 774us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 34/500
225/225 [==============================] - 0s 929us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 35/500
225/225 [==============================] - 0s 760us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 36/500
225/225 [==============================] - 0s 782us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 37/500
225/225 [==============================] - 0s 814us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 38/500
225/225 [==============================] - 0s 768us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 39/500
225/225 [==============================] - 0s 751us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 40/500
225/225 [==============================] - 0s 780us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 41/500
225/225 [==============================] - 0s 808us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 42/500
225/225 [==============================] - 0s 769us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 43/500
225/225 [==============================] - 0s 765us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 44/500
225/225 [==============================] - 0s 765us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 45/500
225/225 [==============================] - 0s 779us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 46/500
225/225 [==============================] - 0s 752us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 47/500
225/225 [==============================] - 0s 791us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 48/500
225/225 [==============================] - 0s 778us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 49/500
225/225 [==============================] - 0s 764us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 50/500
225/225 [==============================] - 0s 753us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 51/500
225/225 [==============================] - 0s 779us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 52/500
225/225 [==============================] - 0s 784us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 53/500
225/225 [==============================] - 0s 791us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 54/500
225/225 [==============================] - 0s 776us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 55/500
225/225 [==============================] - 0s 765us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 56/500
225/225 [==============================] - 0s 747us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 57/500
225/225 [==============================] - 0s 816us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 58/500
225/225 [==============================] - 0s 773us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 59/500
225/225 [==============================] - 0s 769us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 60/500
225/225 [==============================] - 0s 781us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 61/500
225/225 [==============================] - 0s 773us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 62/500
225/225 [==============================] - 0s 773us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 63/500
225/225 [==============================] - 0s 775us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 64/500
225/225 [==============================] - 0s 786us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 65/500
225/225 [==============================] - 0s 814us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 66/500
225/225 [==============================] - 0s 780us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 67/500
225/225 [==============================] - 0s 747us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 68/500
225/225 [==============================] - 0s 773us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 69/500
225/225 [==============================] - 0s 808us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 70/500
225/225 [==============================] - 0s 781us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 71/500
225/225 [==============================] - 0s 772us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 72/500
225/225 [==============================] - 0s 770us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 73/500
225/225 [==============================] - 0s 753us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 74/500
225/225 [==============================] - 0s 780us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 75/500
225/225 [==============================] - 0s 798us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 76/500
225/225 [==============================] - 0s 786us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 77/500
225/225 [==============================] - 0s 762us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 78/500
225/225 [==============================] - 0s 771us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 79/500
225/225 [==============================] - 0s 767us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 80/500
225/225 [==============================] - 0s 784us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 81/500
225/225 [==============================] - 0s 776us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 82/500
225/225 [==============================] - 0s 766us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 83/500
225/225 [==============================] - 0s 781us/step - loss: 0.5062 - accuracy: 0.7953
Epoch 84/500
225/225 [==============================] - 0s 753us/step - loss: 0.5061 - accuracy: 0.7953
Epoch 85/500
225/225 [==============================] - 0s 791us/step - loss: 0.5060 - accuracy: 0.7953
Epoch 86/500
225/225 [==============================] - 0s 803us/step - loss: 0.5058 - accuracy: 0.7953
Epoch 87/500
225/225 [==============================] - 0s 767us/step - loss: 0.5057 - accuracy: 0.7953
Epoch 88/500
225/225 [==============================] - 0s 765us/step - loss: 0.5055 - accuracy: 0.7953
Epoch 89/500
225/225 [==============================] - 0s 766us/step - loss: 0.5052 - accuracy: 0.7953
Epoch 90/500
225/225 [==============================] - 0s 774us/step - loss: 0.5049 - accuracy: 0.7953
Epoch 91/500
225/225 [==============================] - 0s 772us/step - loss: 0.5046 - accuracy: 0.7953
Epoch 92/500
225/225 [==============================] - 0s 820us/step - loss: 0.5041 - accuracy: 0.7953
Epoch 93/500
225/225 [==============================] - 0s 791us/step - loss: 0.5036 - accuracy: 0.7953
Epoch 94/500
225/225 [==============================] - 0s 765us/step - loss: 0.5030 - accuracy: 0.7953
Epoch 95/500
225/225 [==============================] - 0s 765us/step - loss: 0.5022 - accuracy: 0.7953
Epoch 96/500
225/225 [==============================] - 0s 764us/step - loss: 0.5012 - accuracy: 0.7953
Epoch 97/500
225/225 [==============================] - 0s 757us/step - loss: 0.4999 - accuracy: 0.7953
Epoch 98/500
225/225 [==============================] - 0s 794us/step - loss: 0.4984 - accuracy: 0.7953
Epoch 99/500
225/225 [==============================] - 0s 772us/step - loss: 0.4964 - accuracy: 0.7953
Epoch 100/500
225/225 [==============================] - 0s 767us/step - loss: 0.4939 - accuracy: 0.7953
Epoch 101/500
225/225 [==============================] - 0s 757us/step - loss: 0.4909 - accuracy: 0.7953
Epoch 102/500
225/225 [==============================] - 0s 769us/step - loss: 0.4870 - accuracy: 0.7953
Epoch 103/500
225/225 [==============================] - 0s 827us/step - loss: 0.4825 - accuracy: 0.7953
Epoch 104/500
225/225 [==============================] - 0s 749us/step - loss: 0.4772 - accuracy: 0.7953
Epoch 105/500
225/225 [==============================] - 0s 765us/step - loss: 0.4712 - accuracy: 0.7953
Epoch 106/500
225/225 [==============================] - 0s 767us/step - loss: 0.4649 - accuracy: 0.7953
Epoch 107/500
225/225 [==============================] - 0s 762us/step - loss: 0.4585 - accuracy: 0.7953
Epoch 108/500
225/225 [==============================] - 0s 741us/step - loss: 0.4524 - accuracy: 0.7953
Epoch 109/500
225/225 [==============================] - 0s 831us/step - loss: 0.4468 - accuracy: 0.7953
Epoch 110/500
225/225 [==============================] - 0s 765us/step - loss: 0.4420 - accuracy: 0.7953
Epoch 111/500
225/225 [==============================] - 0s 755us/step - loss: 0.4380 - accuracy: 0.7953
Epoch 112/500
225/225 [==============================] - 0s 766us/step - loss: 0.4349 - accuracy: 0.7953
Epoch 113/500
225/225 [==============================] - 0s 770us/step - loss: 0.4323 - accuracy: 0.7951
Epoch 114/500
225/225 [==============================] - 0s 755us/step - loss: 0.4303 - accuracy: 0.7950
Epoch 115/500
225/225 [==============================] - 0s 789us/step - loss: 0.4285 - accuracy: 0.7939
Epoch 116/500
225/225 [==============================] - 0s 793us/step - loss: 0.4268 - accuracy: 0.7929
Epoch 117/500
225/225 [==============================] - 0s 774us/step - loss: 0.4250 - accuracy: 0.7936
Epoch 118/500
225/225 [==============================] - 0s 750us/step - loss: 0.4230 - accuracy: 0.7964
Epoch 119/500
225/225 [==============================] - 0s 761us/step - loss: 0.4207 - accuracy: 0.7992
Epoch 120/500
225/225 [==============================] - 0s 791us/step - loss: 0.4183 - accuracy: 0.8058
Epoch 121/500
225/225 [==============================] - 0s 770us/step - loss: 0.4153 - accuracy: 0.8129
Epoch 122/500
225/225 [==============================] - 0s 768us/step - loss: 0.4121 - accuracy: 0.8206
Epoch 123/500
225/225 [==============================] - 0s 783us/step - loss: 0.4082 - accuracy: 0.8251
Epoch 124/500
225/225 [==============================] - 0s 753us/step - loss: 0.4038 - accuracy: 0.8313
Epoch 125/500
225/225 [==============================] - 0s 768us/step - loss: 0.3988 - accuracy: 0.8360
Epoch 126/500
225/225 [==============================] - 0s 825us/step - loss: 0.3936 - accuracy: 0.8382
Epoch 127/500
225/225 [==============================] - 0s 789us/step - loss: 0.3888 - accuracy: 0.8408
Epoch 128/500
225/225 [==============================] - 0s 747us/step - loss: 0.3837 - accuracy: 0.8449
Epoch 129/500
225/225 [==============================] - 0s 772us/step - loss: 0.3792 - accuracy: 0.8481
Epoch 130/500
225/225 [==============================] - 0s 762us/step - loss: 0.3751 - accuracy: 0.8514
Epoch 131/500
225/225 [==============================] - 0s 768us/step - loss: 0.3711 - accuracy: 0.8504
Epoch 132/500
225/225 [==============================] - 0s 792us/step - loss: 0.3677 - accuracy: 0.8529
Epoch 133/500
225/225 [==============================] - 0s 771us/step - loss: 0.3647 - accuracy: 0.8529
Epoch 134/500
225/225 [==============================] - 0s 777us/step - loss: 0.3618 - accuracy: 0.8532
Epoch 135/500
225/225 [==============================] - 0s 755us/step - loss: 0.3598 - accuracy: 0.8536
Epoch 136/500
225/225 [==============================] - 0s 763us/step - loss: 0.3577 - accuracy: 0.8554
Epoch 137/500
225/225 [==============================] - 0s 765us/step - loss: 0.3560 - accuracy: 0.8564
Epoch 138/500
225/225 [==============================] - 0s 793us/step - loss: 0.3544 - accuracy: 0.8567
Epoch 139/500
225/225 [==============================] - 0s 757us/step - loss: 0.3528 - accuracy: 0.8578
Epoch 140/500
225/225 [==============================] - 0s 911us/step - loss: 0.3515 - accuracy: 0.8568
Epoch 141/500
225/225 [==============================] - 0s 741us/step - loss: 0.3505 - accuracy: 0.8582
Epoch 142/500
225/225 [==============================] - 0s 760us/step - loss: 0.3496 - accuracy: 0.8583
Epoch 143/500
225/225 [==============================] - 0s 819us/step - loss: 0.3488 - accuracy: 0.8590
Epoch 144/500
225/225 [==============================] - 0s 750us/step - loss: 0.3477 - accuracy: 0.8599
Epoch 145/500
225/225 [==============================] - 0s 762us/step - loss: 0.3474 - accuracy: 0.8581
Epoch 146/500
225/225 [==============================] - 0s 780us/step - loss: 0.3468 - accuracy: 0.8585
Epoch 147/500
225/225 [==============================] - 0s 765us/step - loss: 0.3462 - accuracy: 0.8604
Epoch 148/500
225/225 [==============================] - 0s 757us/step - loss: 0.3457 - accuracy: 0.8585
Epoch 149/500
225/225 [==============================] - 0s 797us/step - loss: 0.3454 - accuracy: 0.8592
Epoch 150/500
225/225 [==============================] - 0s 811us/step - loss: 0.3445 - accuracy: 0.8603
Epoch 151/500
225/225 [==============================] - 0s 758us/step - loss: 0.3449 - accuracy: 0.8594
Epoch 152/500
225/225 [==============================] - 0s 769us/step - loss: 0.3440 - accuracy: 0.8587
Epoch 153/500
225/225 [==============================] - 0s 759us/step - loss: 0.3445 - accuracy: 0.8599
Epoch 154/500
225/225 [==============================] - 0s 844us/step - loss: 0.3441 - accuracy: 0.8583
Epoch 155/500
225/225 [==============================] - 0s 816us/step - loss: 0.3436 - accuracy: 0.8600
Epoch 156/500
225/225 [==============================] - 0s 725us/step - loss: 0.3437 - accuracy: 0.8607
Epoch 157/500
225/225 [==============================] - 0s 736us/step - loss: 0.3435 - accuracy: 0.8606
Epoch 158/500
225/225 [==============================] - 0s 712us/step - loss: 0.3430 - accuracy: 0.8610
Epoch 159/500
225/225 [==============================] - 0s 720us/step - loss: 0.3432 - accuracy: 0.8607
Epoch 160/500
225/225 [==============================] - 0s 773us/step - loss: 0.3431 - accuracy: 0.8599
Epoch 161/500
225/225 [==============================] - 0s 713us/step - loss: 0.3429 - accuracy: 0.8587
Epoch 162/500
225/225 [==============================] - 0s 724us/step - loss: 0.3430 - accuracy: 0.8599
Epoch 163/500
225/225 [==============================] - 0s 724us/step - loss: 0.3426 - accuracy: 0.8599
Epoch 164/500
225/225 [==============================] - 0s 711us/step - loss: 0.3422 - accuracy: 0.8589
Epoch 165/500
225/225 [==============================] - 0s 727us/step - loss: 0.3422 - accuracy: 0.8604
Epoch 166/500
225/225 [==============================] - 0s 837us/step - loss: 0.3426 - accuracy: 0.8603
Epoch 167/500
225/225 [==============================] - 0s 713us/step - loss: 0.3425 - accuracy: 0.8583
Epoch 168/500
225/225 [==============================] - 0s 733us/step - loss: 0.3423 - accuracy: 0.8597
Epoch 169/500
225/225 [==============================] - 0s 732us/step - loss: 0.3422 - accuracy: 0.8593
Epoch 170/500
225/225 [==============================] - 0s 714us/step - loss: 0.3421 - accuracy: 0.8593
Epoch 171/500
225/225 [==============================] - 0s 729us/step - loss: 0.3420 - accuracy: 0.8604
Epoch 172/500
225/225 [==============================] - 0s 751us/step - loss: 0.3416 - accuracy: 0.8603
Epoch 173/500
225/225 [==============================] - 0s 721us/step - loss: 0.3414 - accuracy: 0.8582
Epoch 174/500
225/225 [==============================] - 0s 755us/step - loss: 0.3413 - accuracy: 0.8593
Epoch 175/500
225/225 [==============================] - 0s 740us/step - loss: 0.3415 - accuracy: 0.8596
Epoch 176/500
225/225 [==============================] - 0s 719us/step - loss: 0.3416 - accuracy: 0.8596
Epoch 177/500
225/225 [==============================] - 0s 722us/step - loss: 0.3414 - accuracy: 0.8600
Epoch 178/500
225/225 [==============================] - 0s 772us/step - loss: 0.3412 - accuracy: 0.8604
Epoch 179/500
225/225 [==============================] - 0s 714us/step - loss: 0.3408 - accuracy: 0.8582
Epoch 180/500
225/225 [==============================] - 0s 736us/step - loss: 0.3415 - accuracy: 0.8599
Epoch 181/500
225/225 [==============================] - 0s 741us/step - loss: 0.3405 - accuracy: 0.8606
Epoch 182/500
225/225 [==============================] - 0s 718us/step - loss: 0.3408 - accuracy: 0.8590
Epoch 183/500
225/225 [==============================] - 0s 728us/step - loss: 0.3407 - accuracy: 0.8581
Epoch 184/500
225/225 [==============================] - 0s 794us/step - loss: 0.3404 - accuracy: 0.8592
Epoch 185/500
225/225 [==============================] - 0s 722us/step - loss: 0.3399 - accuracy: 0.8606
Epoch 186/500
225/225 [==============================] - 0s 759us/step - loss: 0.3397 - accuracy: 0.8597
Epoch 187/500
225/225 [==============================] - 0s 733us/step - loss: 0.3396 - accuracy: 0.8592
Epoch 188/500
225/225 [==============================] - 0s 717us/step - loss: 0.3397 - accuracy: 0.8614
Epoch 189/500
225/225 [==============================] - 0s 730us/step - loss: 0.3387 - accuracy: 0.8606
Epoch 190/500
225/225 [==============================] - 0s 767us/step - loss: 0.3391 - accuracy: 0.8600
Epoch 191/500
225/225 [==============================] - 0s 708us/step - loss: 0.3394 - accuracy: 0.8606
Epoch 192/500
225/225 [==============================] - 0s 716us/step - loss: 0.3386 - accuracy: 0.8607
Epoch 193/500
225/225 [==============================] - 0s 728us/step - loss: 0.3385 - accuracy: 0.8607
Epoch 194/500
225/225 [==============================] - 0s 715us/step - loss: 0.3390 - accuracy: 0.8596
Epoch 195/500
225/225 [==============================] - 0s 730us/step - loss: 0.3387 - accuracy: 0.8611
Epoch 196/500
225/225 [==============================] - 0s 786us/step - loss: 0.3383 - accuracy: 0.8621
Epoch 197/500
225/225 [==============================] - 0s 708us/step - loss: 0.3385 - accuracy: 0.8603
Epoch 198/500
225/225 [==============================] - 0s 718us/step - loss: 0.3381 - accuracy: 0.8596
Epoch 199/500
225/225 [==============================] - 0s 737us/step - loss: 0.3379 - accuracy: 0.8617
Epoch 200/500
225/225 [==============================] - 0s 725us/step - loss: 0.3375 - accuracy: 0.8614
Epoch 201/500
225/225 [==============================] - 0s 706us/step - loss: 0.3380 - accuracy: 0.8615
Epoch 202/500
225/225 [==============================] - 0s 751us/step - loss: 0.3378 - accuracy: 0.8612
Epoch 203/500
225/225 [==============================] - 0s 716us/step - loss: 0.3371 - accuracy: 0.8628
Epoch 204/500
225/225 [==============================] - 0s 723us/step - loss: 0.3373 - accuracy: 0.8614
Epoch 205/500
225/225 [==============================] - 0s 727us/step - loss: 0.3369 - accuracy: 0.8624
Epoch 206/500
225/225 [==============================] - 0s 718us/step - loss: 0.3373 - accuracy: 0.8612
Epoch 207/500
225/225 [==============================] - 0s 766us/step - loss: 0.3370 - accuracy: 0.8621
Epoch 208/500
225/225 [==============================] - 0s 726us/step - loss: 0.3371 - accuracy: 0.8610
Epoch 209/500
225/225 [==============================] - 0s 749us/step - loss: 0.3370 - accuracy: 0.8611
Epoch 210/500
225/225 [==============================] - 0s 713us/step - loss: 0.3362 - accuracy: 0.8610
Epoch 211/500
225/225 [==============================] - 0s 738us/step - loss: 0.3367 - accuracy: 0.8606
Epoch 212/500
225/225 [==============================] - 0s 726us/step - loss: 0.3368 - accuracy: 0.8608
Epoch 213/500
225/225 [==============================] - 0s 706us/step - loss: 0.3367 - accuracy: 0.8607
Epoch 214/500
225/225 [==============================] - 0s 754us/step - loss: 0.3357 - accuracy: 0.8626
Epoch 215/500
225/225 [==============================] - 0s 713us/step - loss: 0.3362 - accuracy: 0.8612
Epoch 216/500
225/225 [==============================] - 0s 716us/step - loss: 0.3363 - accuracy: 0.8615
Epoch 217/500
225/225 [==============================] - 0s 727us/step - loss: 0.3363 - accuracy: 0.8624
Epoch 218/500
225/225 [==============================] - 0s 711us/step - loss: 0.3363 - accuracy: 0.8594
Epoch 219/500
225/225 [==============================] - 0s 727us/step - loss: 0.3357 - accuracy: 0.8608
Epoch 220/500
225/225 [==============================] - 0s 762us/step - loss: 0.3355 - accuracy: 0.8606
Epoch 221/500
225/225 [==============================] - 0s 716us/step - loss: 0.3359 - accuracy: 0.8611
Epoch 222/500
225/225 [==============================] - 0s 726us/step - loss: 0.3358 - accuracy: 0.8618
Epoch 223/500
225/225 [==============================] - 0s 723us/step - loss: 0.3357 - accuracy: 0.8635
Epoch 224/500
225/225 [==============================] - 0s 715us/step - loss: 0.3356 - accuracy: 0.8614
Epoch 225/500
225/225 [==============================] - 0s 726us/step - loss: 0.3357 - accuracy: 0.8597
Epoch 226/500
225/225 [==============================] - 0s 782us/step - loss: 0.3355 - accuracy: 0.8603
Epoch 227/500
225/225 [==============================] - 0s 724us/step - loss: 0.3358 - accuracy: 0.8614
Epoch 228/500
225/225 [==============================] - 0s 724us/step - loss: 0.3359 - accuracy: 0.8618
Epoch 229/500
225/225 [==============================] - 0s 724us/step - loss: 0.3354 - accuracy: 0.8621
Epoch 230/500
225/225 [==============================] - 0s 758us/step - loss: 0.3356 - accuracy: 0.8636
Epoch 231/500
225/225 [==============================] - 0s 727us/step - loss: 0.3355 - accuracy: 0.8624
Epoch 232/500
225/225 [==============================] - 0s 725us/step - loss: 0.3348 - accuracy: 0.8633
Epoch 233/500
225/225 [==============================] - 0s 744us/step - loss: 0.3359 - accuracy: 0.8615
Epoch 234/500
225/225 [==============================] - 0s 724us/step - loss: 0.3354 - accuracy: 0.8608
Epoch 235/500
225/225 [==============================] - 0s 725us/step - loss: 0.3352 - accuracy: 0.8621
Epoch 236/500
225/225 [==============================] - 0s 726us/step - loss: 0.3356 - accuracy: 0.8622
Epoch 237/500
225/225 [==============================] - 0s 728us/step - loss: 0.3356 - accuracy: 0.8624
Epoch 238/500
225/225 [==============================] - 0s 724us/step - loss: 0.3355 - accuracy: 0.8614
Epoch 239/500
225/225 [==============================] - 0s 762us/step - loss: 0.3348 - accuracy: 0.8619
Epoch 240/500
225/225 [==============================] - 0s 725us/step - loss: 0.3355 - accuracy: 0.8622
Epoch 241/500
225/225 [==============================] - 0s 726us/step - loss: 0.3351 - accuracy: 0.8633
Epoch 242/500
225/225 [==============================] - 0s 721us/step - loss: 0.3357 - accuracy: 0.8626
Epoch 243/500
225/225 [==============================] - 0s 742us/step - loss: 0.3354 - accuracy: 0.8612
Epoch 244/500
225/225 [==============================] - 0s 731us/step - loss: 0.3348 - accuracy: 0.8615
Epoch 245/500
225/225 [==============================] - 0s 714us/step - loss: 0.3351 - accuracy: 0.8644
Epoch 246/500
225/225 [==============================] - 0s 722us/step - loss: 0.3350 - accuracy: 0.8608
Epoch 247/500
225/225 [==============================] - 0s 720us/step - loss: 0.3351 - accuracy: 0.8607
Epoch 248/500
225/225 [==============================] - 0s 724us/step - loss: 0.3352 - accuracy: 0.8625
Epoch 249/500
225/225 [==============================] - 0s 728us/step - loss: 0.3353 - accuracy: 0.8615
Epoch 250/500
225/225 [==============================] - 0s 771us/step - loss: 0.3348 - accuracy: 0.8626
Epoch 251/500
225/225 [==============================] - 0s 718us/step - loss: 0.3343 - accuracy: 0.8633
Epoch 252/500
225/225 [==============================] - 0s 725us/step - loss: 0.3352 - accuracy: 0.8637
Epoch 253/500
225/225 [==============================] - 0s 727us/step - loss: 0.3351 - accuracy: 0.8617
Epoch 254/500
225/225 [==============================] - 0s 720us/step - loss: 0.3347 - accuracy: 0.8622
Epoch 255/500
225/225 [==============================] - 0s 772us/step - loss: 0.3351 - accuracy: 0.8629
Epoch 256/500
225/225 [==============================] - 0s 731us/step - loss: 0.3345 - accuracy: 0.8621
Epoch 257/500
225/225 [==============================] - 0s 717us/step - loss: 0.3346 - accuracy: 0.8618
Epoch 258/500
225/225 [==============================] - 0s 732us/step - loss: 0.3350 - accuracy: 0.8611
Epoch 259/500
225/225 [==============================] - 0s 730us/step - loss: 0.3347 - accuracy: 0.8637
Epoch 260/500
225/225 [==============================] - 0s 733us/step - loss: 0.3351 - accuracy: 0.8617
Epoch 261/500
225/225 [==============================] - 0s 735us/step - loss: 0.3350 - accuracy: 0.8640
Epoch 262/500
225/225 [==============================] - 0s 756us/step - loss: 0.3347 - accuracy: 0.8629
Epoch 263/500
225/225 [==============================] - 0s 720us/step - loss: 0.3348 - accuracy: 0.8619
Epoch 264/500
225/225 [==============================] - 0s 726us/step - loss: 0.3347 - accuracy: 0.8628
Epoch 265/500
225/225 [==============================] - 0s 728us/step - loss: 0.3349 - accuracy: 0.8617
Epoch 266/500
225/225 [==============================] - 0s 719us/step - loss: 0.3347 - accuracy: 0.8625
Epoch 267/500
225/225 [==============================] - 0s 726us/step - loss: 0.3341 - accuracy: 0.8639
Epoch 268/500
225/225 [==============================] - 0s 754us/step - loss: 0.3347 - accuracy: 0.8610
Epoch 269/500
225/225 [==============================] - 0s 744us/step - loss: 0.3345 - accuracy: 0.8615
Epoch 270/500
225/225 [==============================] - 0s 727us/step - loss: 0.3342 - accuracy: 0.8621
Epoch 271/500
225/225 [==============================] - 0s 730us/step - loss: 0.3346 - accuracy: 0.8619
Epoch 272/500
225/225 [==============================] - 0s 722us/step - loss: 0.3340 - accuracy: 0.8624
Epoch 273/500
225/225 [==============================] - 0s 722us/step - loss: 0.3345 - accuracy: 0.8617
Epoch 274/500
225/225 [==============================] - 0s 737us/step - loss: 0.3333 - accuracy: 0.8610
Epoch 275/500
225/225 [==============================] - 0s 722us/step - loss: 0.3342 - accuracy: 0.8632
Epoch 276/500
225/225 [==============================] - 0s 721us/step - loss: 0.3343 - accuracy: 0.8624
Epoch 277/500
225/225 [==============================] - 0s 728us/step - loss: 0.3342 - accuracy: 0.8607
Epoch 278/500
225/225 [==============================] - 0s 709us/step - loss: 0.3341 - accuracy: 0.8617
Epoch 279/500
225/225 [==============================] - 0s 724us/step - loss: 0.3338 - accuracy: 0.8628
Epoch 280/500
225/225 [==============================] - 0s 765us/step - loss: 0.3339 - accuracy: 0.8619
Epoch 281/500
225/225 [==============================] - 0s 717us/step - loss: 0.3338 - accuracy: 0.8621
Epoch 282/500
225/225 [==============================] - 0s 727us/step - loss: 0.3340 - accuracy: 0.8642
Epoch 283/500
225/225 [==============================] - 0s 722us/step - loss: 0.3339 - accuracy: 0.8636
Epoch 284/500
225/225 [==============================] - 0s 720us/step - loss: 0.3339 - accuracy: 0.8632
Epoch 285/500
225/225 [==============================] - 0s 710us/step - loss: 0.3338 - accuracy: 0.8621
Epoch 286/500
225/225 [==============================] - 0s 875us/step - loss: 0.3339 - accuracy: 0.8628
Epoch 287/500
225/225 [==============================] - 0s 720us/step - loss: 0.3341 - accuracy: 0.8612
Epoch 288/500
225/225 [==============================] - 0s 725us/step - loss: 0.3336 - accuracy: 0.8628
Epoch 289/500
225/225 [==============================] - 0s 724us/step - loss: 0.3340 - accuracy: 0.8625
Epoch 290/500
225/225 [==============================] - 0s 715us/step - loss: 0.3337 - accuracy: 0.8639
Epoch 291/500
225/225 [==============================] - 0s 738us/step - loss: 0.3337 - accuracy: 0.8632
Epoch 292/500
225/225 [==============================] - 0s 790us/step - loss: 0.3340 - accuracy: 0.8621
Epoch 293/500
225/225 [==============================] - 0s 731us/step - loss: 0.3335 - accuracy: 0.8617
Epoch 294/500
225/225 [==============================] - 0s 727us/step - loss: 0.3335 - accuracy: 0.8619
Epoch 295/500
225/225 [==============================] - 0s 723us/step - loss: 0.3337 - accuracy: 0.8629
Epoch 296/500
225/225 [==============================] - 0s 726us/step - loss: 0.3338 - accuracy: 0.8621
Epoch 297/500
225/225 [==============================] - 0s 726us/step - loss: 0.3340 - accuracy: 0.8633
Epoch 298/500
225/225 [==============================] - 0s 749us/step - loss: 0.3338 - accuracy: 0.8628
Epoch 299/500
225/225 [==============================] - 0s 722us/step - loss: 0.3338 - accuracy: 0.8629
Epoch 300/500
225/225 [==============================] - 0s 727us/step - loss: 0.3337 - accuracy: 0.8632
Epoch 301/500
225/225 [==============================] - 0s 726us/step - loss: 0.3342 - accuracy: 0.8619
Epoch 302/500
225/225 [==============================] - 0s 723us/step - loss: 0.3331 - accuracy: 0.8640
Epoch 303/500
225/225 [==============================] - 0s 728us/step - loss: 0.3334 - accuracy: 0.8622
Epoch 304/500
225/225 [==============================] - 0s 763us/step - loss: 0.3334 - accuracy: 0.8631
Epoch 305/500
225/225 [==============================] - 0s 720us/step - loss: 0.3338 - accuracy: 0.8612
Epoch 306/500
225/225 [==============================] - 0s 727us/step - loss: 0.3337 - accuracy: 0.8629
Epoch 307/500
225/225 [==============================] - 0s 728us/step - loss: 0.3339 - accuracy: 0.8612
Epoch 308/500
225/225 [==============================] - 0s 852us/step - loss: 0.3329 - accuracy: 0.8622
Epoch 309/500
225/225 [==============================] - 0s 773us/step - loss: 0.3337 - accuracy: 0.8614
Epoch 310/500
225/225 [==============================] - 0s 725us/step - loss: 0.3338 - accuracy: 0.8619
Epoch 311/500
225/225 [==============================] - 0s 718us/step - loss: 0.3339 - accuracy: 0.8644
Epoch 312/500
225/225 [==============================] - 0s 724us/step - loss: 0.3334 - accuracy: 0.8628
Epoch 313/500
225/225 [==============================] - 0s 724us/step - loss: 0.3333 - accuracy: 0.8631
Epoch 314/500
225/225 [==============================] - 0s 720us/step - loss: 0.3337 - accuracy: 0.8621
Epoch 315/500
225/225 [==============================] - 0s 732us/step - loss: 0.3334 - accuracy: 0.8618
Epoch 316/500
225/225 [==============================] - 0s 760us/step - loss: 0.3338 - accuracy: 0.8624
Epoch 317/500
225/225 [==============================] - 0s 722us/step - loss: 0.3335 - accuracy: 0.8626
Epoch 318/500
225/225 [==============================] - 0s 729us/step - loss: 0.3331 - accuracy: 0.8621
Epoch 319/500
225/225 [==============================] - 0s 728us/step - loss: 0.3331 - accuracy: 0.8617
Epoch 320/500
225/225 [==============================] - 0s 719us/step - loss: 0.3330 - accuracy: 0.8629
Epoch 321/500
225/225 [==============================] - 0s 726us/step - loss: 0.3337 - accuracy: 0.8626
Epoch 322/500
225/225 [==============================] - 0s 759us/step - loss: 0.3332 - accuracy: 0.8612
Epoch 323/500
225/225 [==============================] - 0s 721us/step - loss: 0.3333 - accuracy: 0.8633
Epoch 324/500
225/225 [==============================] - 0s 728us/step - loss: 0.3337 - accuracy: 0.8624
Epoch 325/500
225/225 [==============================] - 0s 725us/step - loss: 0.3336 - accuracy: 0.8628
Epoch 326/500
225/225 [==============================] - 0s 719us/step - loss: 0.3331 - accuracy: 0.8614
Epoch 327/500
225/225 [==============================] - 0s 722us/step - loss: 0.3332 - accuracy: 0.8632
Epoch 328/500
225/225 [==============================] - 0s 756us/step - loss: 0.3334 - accuracy: 0.8599
Epoch 329/500
225/225 [==============================] - 0s 768us/step - loss: 0.3331 - accuracy: 0.8629
Epoch 330/500
225/225 [==============================] - 0s 725us/step - loss: 0.3324 - accuracy: 0.8607
Epoch 331/500
225/225 [==============================] - 0s 727us/step - loss: 0.3332 - accuracy: 0.8610
Epoch 332/500
225/225 [==============================] - 0s 731us/step - loss: 0.3331 - accuracy: 0.8633
Epoch 333/500
225/225 [==============================] - 0s 723us/step - loss: 0.3325 - accuracy: 0.8633
Epoch 334/500
225/225 [==============================] - 0s 780us/step - loss: 0.3334 - accuracy: 0.8626
Epoch 335/500
225/225 [==============================] - 0s 723us/step - loss: 0.3326 - accuracy: 0.8625
Epoch 336/500
225/225 [==============================] - 0s 729us/step - loss: 0.3331 - accuracy: 0.8614
Epoch 337/500
225/225 [==============================] - 0s 723us/step - loss: 0.3328 - accuracy: 0.8629
Epoch 338/500
225/225 [==============================] - 0s 724us/step - loss: 0.3329 - accuracy: 0.8618
Epoch 339/500
225/225 [==============================] - 0s 770us/step - loss: 0.3327 - accuracy: 0.8633
Epoch 340/500
225/225 [==============================] - 0s 725us/step - loss: 0.3334 - accuracy: 0.8631
Epoch 341/500
225/225 [==============================] - 0s 728us/step - loss: 0.3328 - accuracy: 0.8633
Epoch 342/500
225/225 [==============================] - 0s 735us/step - loss: 0.3332 - accuracy: 0.8618
Epoch 343/500
225/225 [==============================] - 0s 734us/step - loss: 0.3327 - accuracy: 0.8635
Epoch 344/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3335 - accuracy: 0.8624
Epoch 345/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3336 - accuracy: 0.8603
Epoch 346/500
225/225 [==============================] - 0s 852us/step - loss: 0.3332 - accuracy: 0.8619
Epoch 347/500
225/225 [==============================] - 0s 732us/step - loss: 0.3332 - accuracy: 0.8614
Epoch 348/500
225/225 [==============================] - 0s 935us/step - loss: 0.3334 - accuracy: 0.8606
Epoch 349/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3333 - accuracy: 0.8625
Epoch 350/500
225/225 [==============================] - 0s 965us/step - loss: 0.3335 - accuracy: 0.8612
Epoch 351/500
225/225 [==============================] - 0s 820us/step - loss: 0.3327 - accuracy: 0.8628
Epoch 352/500
225/225 [==============================] - 0s 900us/step - loss: 0.3329 - accuracy: 0.8606
Epoch 353/500
225/225 [==============================] - 0s 869us/step - loss: 0.3329 - accuracy: 0.8632
Epoch 354/500
225/225 [==============================] - 0s 763us/step - loss: 0.3331 - accuracy: 0.8611
Epoch 355/500
225/225 [==============================] - 0s 747us/step - loss: 0.3328 - accuracy: 0.8625
Epoch 356/500
225/225 [==============================] - 0s 873us/step - loss: 0.3334 - accuracy: 0.8626
Epoch 357/500
225/225 [==============================] - 0s 969us/step - loss: 0.3329 - accuracy: 0.8621
Epoch 358/500
225/225 [==============================] - 0s 812us/step - loss: 0.3330 - accuracy: 0.8618
Epoch 359/500
225/225 [==============================] - 0s 750us/step - loss: 0.3329 - accuracy: 0.8612
Epoch 360/500
225/225 [==============================] - 0s 839us/step - loss: 0.3332 - accuracy: 0.8610
Epoch 361/500
225/225 [==============================] - 0s 857us/step - loss: 0.3332 - accuracy: 0.8628
Epoch 362/500
225/225 [==============================] - 0s 810us/step - loss: 0.3326 - accuracy: 0.8610
Epoch 363/500
225/225 [==============================] - 0s 891us/step - loss: 0.3330 - accuracy: 0.8614
Epoch 364/500
225/225 [==============================] - 0s 745us/step - loss: 0.3326 - accuracy: 0.8624
Epoch 365/500
225/225 [==============================] - 0s 776us/step - loss: 0.3333 - accuracy: 0.8604
Epoch 366/500
225/225 [==============================] - 0s 750us/step - loss: 0.3328 - accuracy: 0.8619
Epoch 367/500
225/225 [==============================] - 0s 722us/step - loss: 0.3330 - accuracy: 0.8618
Epoch 368/500
225/225 [==============================] - 0s 803us/step - loss: 0.3333 - accuracy: 0.8618
Epoch 369/500
225/225 [==============================] - 0s 739us/step - loss: 0.3327 - accuracy: 0.8632
Epoch 370/500
225/225 [==============================] - 0s 727us/step - loss: 0.3330 - accuracy: 0.8603
Epoch 371/500
225/225 [==============================] - 0s 803us/step - loss: 0.3331 - accuracy: 0.8619
Epoch 372/500
225/225 [==============================] - 0s 752us/step - loss: 0.3330 - accuracy: 0.8622
Epoch 373/500
225/225 [==============================] - 0s 724us/step - loss: 0.3331 - accuracy: 0.8619
Epoch 374/500
225/225 [==============================] - 0s 754us/step - loss: 0.3328 - accuracy: 0.8624
Epoch 375/500
225/225 [==============================] - 0s 862us/step - loss: 0.3331 - accuracy: 0.8631
Epoch 376/500
225/225 [==============================] - 0s 819us/step - loss: 0.3330 - accuracy: 0.8625
Epoch 377/500
225/225 [==============================] - 0s 885us/step - loss: 0.3329 - accuracy: 0.8632
Epoch 378/500
225/225 [==============================] - 0s 833us/step - loss: 0.3329 - accuracy: 0.8611
Epoch 379/500
225/225 [==============================] - 0s 796us/step - loss: 0.3327 - accuracy: 0.8618
Epoch 380/500
225/225 [==============================] - 0s 791us/step - loss: 0.3329 - accuracy: 0.8615
Epoch 381/500
225/225 [==============================] - 0s 735us/step - loss: 0.3329 - accuracy: 0.8607
Epoch 382/500
225/225 [==============================] - 0s 743us/step - loss: 0.3333 - accuracy: 0.8632
Epoch 383/500
225/225 [==============================] - 0s 742us/step - loss: 0.3331 - accuracy: 0.8622
Epoch 384/500
225/225 [==============================] - 0s 723us/step - loss: 0.3331 - accuracy: 0.8614
Epoch 385/500
225/225 [==============================] - 0s 749us/step - loss: 0.3328 - accuracy: 0.8614
Epoch 386/500
225/225 [==============================] - 0s 740us/step - loss: 0.3329 - accuracy: 0.8610
Epoch 387/500
225/225 [==============================] - 0s 782us/step - loss: 0.3332 - accuracy: 0.8619
Epoch 388/500
225/225 [==============================] - 0s 739us/step - loss: 0.3324 - accuracy: 0.8619
Epoch 389/500
225/225 [==============================] - 0s 739us/step - loss: 0.3328 - accuracy: 0.8629
Epoch 390/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3323 - accuracy: 0.8628
Epoch 391/500
225/225 [==============================] - 0s 747us/step - loss: 0.3326 - accuracy: 0.8614
Epoch 392/500
225/225 [==============================] - 0s 750us/step - loss: 0.3326 - accuracy: 0.8628
Epoch 393/500
225/225 [==============================] - 0s 738us/step - loss: 0.3330 - accuracy: 0.8618
Epoch 394/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3324 - accuracy: 0.8619
Epoch 395/500
225/225 [==============================] - 0s 754us/step - loss: 0.3328 - accuracy: 0.8612
Epoch 396/500
225/225 [==============================] - 0s 724us/step - loss: 0.3326 - accuracy: 0.8624
Epoch 397/500
225/225 [==============================] - 0s 792us/step - loss: 0.3329 - accuracy: 0.8621
Epoch 398/500
225/225 [==============================] - 0s 768us/step - loss: 0.3331 - accuracy: 0.8615
Epoch 399/500
225/225 [==============================] - 0s 737us/step - loss: 0.3325 - accuracy: 0.8618
Epoch 400/500
225/225 [==============================] - 0s 734us/step - loss: 0.3324 - accuracy: 0.8621
Epoch 401/500
225/225 [==============================] - 0s 786us/step - loss: 0.3329 - accuracy: 0.8640
Epoch 402/500
225/225 [==============================] - 0s 809us/step - loss: 0.3331 - accuracy: 0.8621
Epoch 403/500
225/225 [==============================] - 0s 813us/step - loss: 0.3328 - accuracy: 0.8618
Epoch 404/500
225/225 [==============================] - 0s 873us/step - loss: 0.3327 - accuracy: 0.8614
Epoch 405/500
225/225 [==============================] - 0s 835us/step - loss: 0.3328 - accuracy: 0.8603
Epoch 406/500
225/225 [==============================] - 0s 825us/step - loss: 0.3328 - accuracy: 0.8624
Epoch 407/500
225/225 [==============================] - 0s 739us/step - loss: 0.3325 - accuracy: 0.8614
Epoch 408/500
225/225 [==============================] - 0s 758us/step - loss: 0.3325 - accuracy: 0.8625
Epoch 409/500
225/225 [==============================] - 0s 773us/step - loss: 0.3329 - accuracy: 0.8629
Epoch 410/500
225/225 [==============================] - 0s 735us/step - loss: 0.3324 - accuracy: 0.8643
Epoch 411/500
225/225 [==============================] - 0s 740us/step - loss: 0.3327 - accuracy: 0.8593
Epoch 412/500
225/225 [==============================] - 0s 837us/step - loss: 0.3328 - accuracy: 0.8606
Epoch 413/500
225/225 [==============================] - 0s 735us/step - loss: 0.3328 - accuracy: 0.8619
Epoch 414/500
225/225 [==============================] - 0s 768us/step - loss: 0.3331 - accuracy: 0.8608
Epoch 415/500
225/225 [==============================] - 0s 745us/step - loss: 0.3330 - accuracy: 0.8629
Epoch 416/500
225/225 [==============================] - 0s 721us/step - loss: 0.3331 - accuracy: 0.8611
Epoch 417/500
225/225 [==============================] - 0s 759us/step - loss: 0.3330 - accuracy: 0.8614
Epoch 418/500
225/225 [==============================] - 0s 745us/step - loss: 0.3330 - accuracy: 0.8606
Epoch 419/500
225/225 [==============================] - 0s 738us/step - loss: 0.3327 - accuracy: 0.8619
Epoch 420/500
225/225 [==============================] - 0s 766us/step - loss: 0.3321 - accuracy: 0.8626
Epoch 421/500
225/225 [==============================] - 0s 745us/step - loss: 0.3326 - accuracy: 0.8621
Epoch 422/500
225/225 [==============================] - 0s 727us/step - loss: 0.3330 - accuracy: 0.8607
Epoch 423/500
225/225 [==============================] - 0s 741us/step - loss: 0.3324 - accuracy: 0.8617
Epoch 424/500
225/225 [==============================] - 0s 746us/step - loss: 0.3332 - accuracy: 0.8625
Epoch 425/500
225/225 [==============================] - 0s 766us/step - loss: 0.3326 - accuracy: 0.8631
Epoch 426/500
225/225 [==============================] - 0s 723us/step - loss: 0.3322 - accuracy: 0.8618
Epoch 427/500
225/225 [==============================] - 0s 742us/step - loss: 0.3326 - accuracy: 0.8618
Epoch 428/500
225/225 [==============================] - 0s 740us/step - loss: 0.3325 - accuracy: 0.8632
Epoch 429/500
225/225 [==============================] - 0s 737us/step - loss: 0.3324 - accuracy: 0.8624
Epoch 430/500
225/225 [==============================] - 0s 760us/step - loss: 0.3328 - accuracy: 0.8606
Epoch 431/500
225/225 [==============================] - 0s 744us/step - loss: 0.3328 - accuracy: 0.8643
Epoch 432/500
225/225 [==============================] - 0s 766us/step - loss: 0.3327 - accuracy: 0.8614
Epoch 433/500
225/225 [==============================] - 0s 736us/step - loss: 0.3332 - accuracy: 0.8622
Epoch 434/500
225/225 [==============================] - 0s 738us/step - loss: 0.3326 - accuracy: 0.8628
Epoch 435/500
225/225 [==============================] - 0s 722us/step - loss: 0.3329 - accuracy: 0.8612
Epoch 436/500
225/225 [==============================] - 0s 867us/step - loss: 0.3323 - accuracy: 0.8611
Epoch 437/500
225/225 [==============================] - 0s 773us/step - loss: 0.3321 - accuracy: 0.8617
Epoch 438/500
225/225 [==============================] - 0s 732us/step - loss: 0.3321 - accuracy: 0.8621
Epoch 439/500
225/225 [==============================] - 0s 770us/step - loss: 0.3332 - accuracy: 0.8622
Epoch 440/500
225/225 [==============================] - 0s 739us/step - loss: 0.3328 - accuracy: 0.8615
Epoch 441/500
225/225 [==============================] - 0s 747us/step - loss: 0.3323 - accuracy: 0.8626
Epoch 442/500
225/225 [==============================] - 0s 730us/step - loss: 0.3324 - accuracy: 0.8607
Epoch 443/500
225/225 [==============================] - 0s 781us/step - loss: 0.3325 - accuracy: 0.8644
Epoch 444/500
225/225 [==============================] - 0s 743us/step - loss: 0.3323 - accuracy: 0.8625
Epoch 445/500
225/225 [==============================] - 0s 723us/step - loss: 0.3325 - accuracy: 0.8637
Epoch 446/500
225/225 [==============================] - 0s 734us/step - loss: 0.3324 - accuracy: 0.8635
Epoch 447/500
225/225 [==============================] - 0s 755us/step - loss: 0.3322 - accuracy: 0.8621
Epoch 448/500
225/225 [==============================] - 0s 729us/step - loss: 0.3326 - accuracy: 0.8618
Epoch 449/500
225/225 [==============================] - 0s 756us/step - loss: 0.3326 - accuracy: 0.8617
Epoch 450/500
225/225 [==============================] - 0s 742us/step - loss: 0.3327 - accuracy: 0.8597
Epoch 451/500
225/225 [==============================] - 0s 728us/step - loss: 0.3326 - accuracy: 0.8608
Epoch 452/500
225/225 [==============================] - 0s 734us/step - loss: 0.3329 - accuracy: 0.8631
Epoch 453/500
225/225 [==============================] - 0s 745us/step - loss: 0.3325 - accuracy: 0.8607
Epoch 454/500
225/225 [==============================] - 0s 737us/step - loss: 0.3325 - accuracy: 0.8624
Epoch 455/500
225/225 [==============================] - 0s 766us/step - loss: 0.3328 - accuracy: 0.8626
Epoch 456/500
225/225 [==============================] - 0s 749us/step - loss: 0.3326 - accuracy: 0.8622
Epoch 457/500
225/225 [==============================] - 0s 725us/step - loss: 0.3327 - accuracy: 0.8612
Epoch 458/500
225/225 [==============================] - 0s 733us/step - loss: 0.3326 - accuracy: 0.8614
Epoch 459/500
225/225 [==============================] - 0s 741us/step - loss: 0.3322 - accuracy: 0.8643
Epoch 460/500
225/225 [==============================] - 0s 723us/step - loss: 0.3328 - accuracy: 0.8607
Epoch 461/500
225/225 [==============================] - 0s 783us/step - loss: 0.3332 - accuracy: 0.8629
Epoch 462/500
225/225 [==============================] - 0s 763us/step - loss: 0.3321 - accuracy: 0.8628
Epoch 463/500
225/225 [==============================] - 0s 729us/step - loss: 0.3327 - accuracy: 0.8599
Epoch 464/500
225/225 [==============================] - 0s 734us/step - loss: 0.3323 - accuracy: 0.8625
Epoch 465/500
225/225 [==============================] - 0s 750us/step - loss: 0.3326 - accuracy: 0.8621
Epoch 466/500
225/225 [==============================] - 0s 751us/step - loss: 0.3323 - accuracy: 0.8617
Epoch 467/500
225/225 [==============================] - 0s 747us/step - loss: 0.3325 - accuracy: 0.8639
Epoch 468/500
225/225 [==============================] - 0s 757us/step - loss: 0.3328 - accuracy: 0.8629
Epoch 469/500
225/225 [==============================] - 0s 729us/step - loss: 0.3324 - accuracy: 0.8628
Epoch 470/500
225/225 [==============================] - 0s 725us/step - loss: 0.3328 - accuracy: 0.8626
Epoch 471/500
225/225 [==============================] - 0s 745us/step - loss: 0.3325 - accuracy: 0.8622
Epoch 472/500
225/225 [==============================] - 0s 720us/step - loss: 0.3325 - accuracy: 0.8617
Epoch 473/500
225/225 [==============================] - 0s 765us/step - loss: 0.3324 - accuracy: 0.8608
Epoch 474/500
225/225 [==============================] - 0s 757us/step - loss: 0.3326 - accuracy: 0.8617
Epoch 475/500
225/225 [==============================] - 0s 733us/step - loss: 0.3324 - accuracy: 0.8626
Epoch 476/500
225/225 [==============================] - 0s 726us/step - loss: 0.3329 - accuracy: 0.8618
Epoch 477/500
225/225 [==============================] - 0s 755us/step - loss: 0.3327 - accuracy: 0.8612
Epoch 478/500
225/225 [==============================] - 0s 753us/step - loss: 0.3329 - accuracy: 0.8625
Epoch 479/500
225/225 [==============================] - 0s 751us/step - loss: 0.3325 - accuracy: 0.8622
Epoch 480/500
225/225 [==============================] - 0s 745us/step - loss: 0.3329 - accuracy: 0.8619
Epoch 481/500
225/225 [==============================] - 0s 732us/step - loss: 0.3325 - accuracy: 0.8624
Epoch 482/500
225/225 [==============================] - 0s 723us/step - loss: 0.3327 - accuracy: 0.8614
Epoch 483/500
225/225 [==============================] - 0s 758us/step - loss: 0.3329 - accuracy: 0.8621
Epoch 484/500
225/225 [==============================] - 0s 738us/step - loss: 0.3324 - accuracy: 0.8603
Epoch 485/500
225/225 [==============================] - 0s 752us/step - loss: 0.3329 - accuracy: 0.8622
Epoch 486/500
225/225 [==============================] - 0s 749us/step - loss: 0.3322 - accuracy: 0.8622
Epoch 487/500
225/225 [==============================] - 0s 735us/step - loss: 0.3325 - accuracy: 0.8618
Epoch 488/500
225/225 [==============================] - 0s 729us/step - loss: 0.3326 - accuracy: 0.8635
Epoch 489/500
225/225 [==============================] - 0s 757us/step - loss: 0.3325 - accuracy: 0.8612
Epoch 490/500
225/225 [==============================] - 0s 787us/step - loss: 0.3322 - accuracy: 0.8636
Epoch 491/500
225/225 [==============================] - 0s 733us/step - loss: 0.3328 - accuracy: 0.8611
Epoch 492/500
225/225 [==============================] - 0s 736us/step - loss: 0.3322 - accuracy: 0.8622
Epoch 493/500
225/225 [==============================] - 0s 740us/step - loss: 0.3322 - accuracy: 0.8642
Epoch 494/500
225/225 [==============================] - 0s 731us/step - loss: 0.3324 - accuracy: 0.8628
Epoch 495/500
225/225 [==============================] - 0s 744us/step - loss: 0.3330 - accuracy: 0.8606
Epoch 496/500
225/225 [==============================] - 0s 781us/step - loss: 0.3329 - accuracy: 0.8619
Epoch 497/500
225/225 [==============================] - 0s 770us/step - loss: 0.3325 - accuracy: 0.8626
Epoch 498/500
225/225 [==============================] - 0s 747us/step - loss: 0.3328 - accuracy: 0.8617
Epoch 499/500
225/225 [==============================] - 0s 739us/step - loss: 0.3327 - accuracy: 0.8631
Epoch 500/500
225/225 [==============================] - 0s 740us/step - loss: 0.3321 - accuracy: 0.8619
Epoch 1/500
225/225 [==============================] - 0s 814us/step - loss: 0.6225 - accuracy: 0.7953
Epoch 2/500
225/225 [==============================] - 0s 711us/step - loss: 0.5487 - accuracy: 0.7974
Epoch 3/500
225/225 [==============================] - 0s 729us/step - loss: 0.5222 - accuracy: 0.7974
Epoch 4/500
225/225 [==============================] - 0s 739us/step - loss: 0.5119 - accuracy: 0.7974
Epoch 5/500
225/225 [==============================] - 0s 719us/step - loss: 0.5076 - accuracy: 0.7974
Epoch 6/500
225/225 [==============================] - 0s 753us/step - loss: 0.5057 - accuracy: 0.7974
Epoch 7/500
225/225 [==============================] - 0s 736us/step - loss: 0.5048 - accuracy: 0.7974
Epoch 8/500
225/225 [==============================] - 0s 719us/step - loss: 0.5044 - accuracy: 0.7974
Epoch 9/500
225/225 [==============================] - 0s 731us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 10/500
225/225 [==============================] - 0s 741us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 11/500
225/225 [==============================] - 0s 777us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 12/500
225/225 [==============================] - 0s 737us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 13/500
225/225 [==============================] - 0s 744us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 14/500
225/225 [==============================] - 0s 722us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 15/500
225/225 [==============================] - 0s 735us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 16/500
225/225 [==============================] - 0s 774us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 17/500
225/225 [==============================] - 0s 734us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 18/500
225/225 [==============================] - 0s 774us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 19/500
225/225 [==============================] - 0s 924us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 20/500
225/225 [==============================] - 0s 735us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 21/500
225/225 [==============================] - 0s 715us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 22/500
225/225 [==============================] - 0s 767us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 23/500
225/225 [==============================] - 0s 731us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 24/500
225/225 [==============================] - 0s 722us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 25/500
225/225 [==============================] - 0s 752us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 26/500
225/225 [==============================] - 0s 732us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 27/500
225/225 [==============================] - 0s 717us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 28/500
225/225 [==============================] - 0s 758us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 29/500
225/225 [==============================] - 0s 714us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 30/500
225/225 [==============================] - 0s 716us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 31/500
225/225 [==============================] - 0s 780us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 32/500
225/225 [==============================] - 0s 756us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 33/500
225/225 [==============================] - 0s 723us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 34/500
225/225 [==============================] - 0s 746us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 35/500
225/225 [==============================] - 0s 770us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 36/500
225/225 [==============================] - 0s 717us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 37/500
225/225 [==============================] - 0s 733us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 38/500
225/225 [==============================] - 0s 732us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 39/500
225/225 [==============================] - 0s 723us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 40/500
225/225 [==============================] - 0s 734us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 41/500
225/225 [==============================] - 0s 740us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 42/500
225/225 [==============================] - 0s 733us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 43/500
225/225 [==============================] - 0s 754us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 44/500
225/225 [==============================] - 0s 737us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 45/500
225/225 [==============================] - 0s 726us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 46/500
225/225 [==============================] - 0s 744us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 47/500
225/225 [==============================] - 0s 766us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 48/500
225/225 [==============================] - 0s 743us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 49/500
225/225 [==============================] - 0s 743us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 50/500
225/225 [==============================] - 0s 731us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 51/500
225/225 [==============================] - 0s 720us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 52/500
225/225 [==============================] - 0s 744us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 53/500
225/225 [==============================] - 0s 836us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 54/500
225/225 [==============================] - 0s 741us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 55/500
225/225 [==============================] - 0s 726us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 56/500
225/225 [==============================] - 0s 730us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 57/500
225/225 [==============================] - 0s 736us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 58/500
225/225 [==============================] - 0s 723us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 59/500
225/225 [==============================] - 0s 749us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 60/500
225/225 [==============================] - 0s 720us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 61/500
225/225 [==============================] - 0s 724us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 62/500
225/225 [==============================] - 0s 824us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 63/500
225/225 [==============================] - 0s 729us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 64/500
225/225 [==============================] - 0s 737us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 65/500
225/225 [==============================] - 0s 775us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 66/500
225/225 [==============================] - 0s 720us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 67/500
225/225 [==============================] - 0s 747us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 68/500
225/225 [==============================] - 0s 736us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 69/500
225/225 [==============================] - 0s 738us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 70/500
225/225 [==============================] - 0s 721us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 71/500
225/225 [==============================] - 0s 792us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 72/500
225/225 [==============================] - 0s 735us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 73/500
225/225 [==============================] - 0s 730us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 74/500
225/225 [==============================] - 0s 729us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 75/500
225/225 [==============================] - 0s 756us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 76/500
225/225 [==============================] - 0s 723us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 77/500
225/225 [==============================] - 0s 729us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 78/500
225/225 [==============================] - 0s 754us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 79/500
225/225 [==============================] - 0s 727us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 80/500
225/225 [==============================] - 0s 736us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 81/500
225/225 [==============================] - 0s 729us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 82/500
225/225 [==============================] - 0s 732us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 83/500
225/225 [==============================] - 0s 731us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 84/500
225/225 [==============================] - 0s 789us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 85/500
225/225 [==============================] - 0s 729us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 86/500
225/225 [==============================] - 0s 728us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 87/500
225/225 [==============================] - 0s 734us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 88/500
225/225 [==============================] - 0s 775us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 89/500
225/225 [==============================] - 0s 729us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 90/500
225/225 [==============================] - 0s 730us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 91/500
225/225 [==============================] - 0s 723us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 92/500
225/225 [==============================] - 0s 738us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 93/500
225/225 [==============================] - 0s 730us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 94/500
225/225 [==============================] - 0s 747us/step - loss: 0.5034 - accuracy: 0.7974
Epoch 95/500
225/225 [==============================] - 0s 756us/step - loss: 0.5033 - accuracy: 0.7974
Epoch 96/500
225/225 [==============================] - 0s 729us/step - loss: 0.5032 - accuracy: 0.7974
Epoch 97/500
225/225 [==============================] - 0s 726us/step - loss: 0.5031 - accuracy: 0.7974
Epoch 98/500
225/225 [==============================] - 0s 729us/step - loss: 0.5030 - accuracy: 0.7974
Epoch 99/500
225/225 [==============================] - 0s 740us/step - loss: 0.5028 - accuracy: 0.7974
Epoch 100/500
225/225 [==============================] - 0s 825us/step - loss: 0.5027 - accuracy: 0.7974
Epoch 101/500
225/225 [==============================] - 0s 751us/step - loss: 0.5024 - accuracy: 0.7974
Epoch 102/500
225/225 [==============================] - 0s 765us/step - loss: 0.5022 - accuracy: 0.7974
Epoch 103/500
225/225 [==============================] - 0s 726us/step - loss: 0.5018 - accuracy: 0.7974
Epoch 104/500
225/225 [==============================] - 0s 754us/step - loss: 0.5014 - accuracy: 0.7974
Epoch 105/500
225/225 [==============================] - 0s 753us/step - loss: 0.5009 - accuracy: 0.7974
Epoch 106/500
225/225 [==============================] - 0s 746us/step - loss: 0.5003 - accuracy: 0.7974
Epoch 107/500
225/225 [==============================] - 0s 721us/step - loss: 0.4995 - accuracy: 0.7974
Epoch 108/500
225/225 [==============================] - 0s 752us/step - loss: 0.4985 - accuracy: 0.7974
Epoch 109/500
225/225 [==============================] - 0s 736us/step - loss: 0.4971 - accuracy: 0.7974
Epoch 110/500
225/225 [==============================] - 0s 728us/step - loss: 0.4953 - accuracy: 0.7974
Epoch 111/500
225/225 [==============================] - 0s 728us/step - loss: 0.4930 - accuracy: 0.7974
Epoch 112/500
225/225 [==============================] - 0s 745us/step - loss: 0.4899 - accuracy: 0.7974
Epoch 113/500
225/225 [==============================] - 0s 762us/step - loss: 0.4858 - accuracy: 0.7974
Epoch 114/500
225/225 [==============================] - 0s 733us/step - loss: 0.4803 - accuracy: 0.7974
Epoch 115/500
225/225 [==============================] - 0s 735us/step - loss: 0.4734 - accuracy: 0.7974
Epoch 116/500
225/225 [==============================] - 0s 716us/step - loss: 0.4651 - accuracy: 0.7974
Epoch 117/500
225/225 [==============================] - 0s 734us/step - loss: 0.4560 - accuracy: 0.7974
Epoch 118/500
225/225 [==============================] - 0s 782us/step - loss: 0.4475 - accuracy: 0.7976
Epoch 119/500
225/225 [==============================] - 0s 714us/step - loss: 0.4404 - accuracy: 0.7978
Epoch 120/500
225/225 [==============================] - 0s 730us/step - loss: 0.4350 - accuracy: 0.8031
Epoch 121/500
225/225 [==============================] - 0s 725us/step - loss: 0.4312 - accuracy: 0.8062
Epoch 122/500
225/225 [==============================] - 0s 719us/step - loss: 0.4284 - accuracy: 0.8112
Epoch 123/500
225/225 [==============================] - 0s 736us/step - loss: 0.4262 - accuracy: 0.8122
Epoch 124/500
225/225 [==============================] - 0s 741us/step - loss: 0.4244 - accuracy: 0.8154
Epoch 125/500
225/225 [==============================] - 0s 719us/step - loss: 0.4230 - accuracy: 0.8186
Epoch 126/500
225/225 [==============================] - 0s 723us/step - loss: 0.4216 - accuracy: 0.8201
Epoch 127/500
225/225 [==============================] - 0s 730us/step - loss: 0.4204 - accuracy: 0.8221
Epoch 128/500
225/225 [==============================] - 0s 718us/step - loss: 0.4193 - accuracy: 0.8236
Epoch 129/500
225/225 [==============================] - 0s 720us/step - loss: 0.4183 - accuracy: 0.8246
Epoch 130/500
225/225 [==============================] - 0s 764us/step - loss: 0.4174 - accuracy: 0.8265
Epoch 131/500
225/225 [==============================] - 0s 719us/step - loss: 0.4165 - accuracy: 0.8276
Epoch 132/500
225/225 [==============================] - 0s 718us/step - loss: 0.4156 - accuracy: 0.8281
Epoch 133/500
225/225 [==============================] - 0s 735us/step - loss: 0.4148 - accuracy: 0.8279
Epoch 134/500
225/225 [==============================] - 0s 720us/step - loss: 0.4142 - accuracy: 0.8304
Epoch 135/500
225/225 [==============================] - 0s 719us/step - loss: 0.4135 - accuracy: 0.8321
Epoch 136/500
225/225 [==============================] - 0s 743us/step - loss: 0.4127 - accuracy: 0.8321
Epoch 137/500
225/225 [==============================] - 0s 717us/step - loss: 0.4121 - accuracy: 0.8326
Epoch 138/500
225/225 [==============================] - 0s 741us/step - loss: 0.4115 - accuracy: 0.8326
Epoch 139/500
225/225 [==============================] - 0s 720us/step - loss: 0.4108 - accuracy: 0.8332
Epoch 140/500
225/225 [==============================] - 0s 718us/step - loss: 0.4101 - accuracy: 0.8326
Epoch 141/500
225/225 [==============================] - 0s 720us/step - loss: 0.4095 - accuracy: 0.8333
Epoch 142/500
225/225 [==============================] - 0s 769us/step - loss: 0.4089 - accuracy: 0.8338
Epoch 143/500
225/225 [==============================] - 0s 720us/step - loss: 0.4082 - accuracy: 0.8340
Epoch 144/500
225/225 [==============================] - 0s 732us/step - loss: 0.4079 - accuracy: 0.8333
Epoch 145/500
225/225 [==============================] - 0s 730us/step - loss: 0.4074 - accuracy: 0.8347
Epoch 146/500
225/225 [==============================] - 0s 759us/step - loss: 0.4068 - accuracy: 0.8354
Epoch 147/500
225/225 [==============================] - 0s 718us/step - loss: 0.4064 - accuracy: 0.8346
Epoch 148/500
225/225 [==============================] - 0s 723us/step - loss: 0.4060 - accuracy: 0.8350
Epoch 149/500
225/225 [==============================] - 0s 717us/step - loss: 0.4055 - accuracy: 0.8356
Epoch 150/500
225/225 [==============================] - 0s 719us/step - loss: 0.4053 - accuracy: 0.8339
Epoch 151/500
225/225 [==============================] - 0s 722us/step - loss: 0.4050 - accuracy: 0.8367
Epoch 152/500
225/225 [==============================] - 0s 725us/step - loss: 0.4047 - accuracy: 0.8349
Epoch 153/500
225/225 [==============================] - 0s 716us/step - loss: 0.4043 - accuracy: 0.8378
Epoch 154/500
225/225 [==============================] - 0s 728us/step - loss: 0.4042 - accuracy: 0.8374
Epoch 155/500
225/225 [==============================] - 0s 753us/step - loss: 0.4039 - accuracy: 0.8358
Epoch 156/500
225/225 [==============================] - 0s 717us/step - loss: 0.4035 - accuracy: 0.8358
Epoch 157/500
225/225 [==============================] - 0s 732us/step - loss: 0.4034 - accuracy: 0.8369
Epoch 158/500
225/225 [==============================] - 0s 725us/step - loss: 0.4029 - accuracy: 0.8365
Epoch 159/500
225/225 [==============================] - 0s 718us/step - loss: 0.4029 - accuracy: 0.8368
Epoch 160/500
225/225 [==============================] - 0s 760us/step - loss: 0.4026 - accuracy: 0.8356
Epoch 161/500
225/225 [==============================] - 0s 723us/step - loss: 0.4023 - accuracy: 0.8365
Epoch 162/500
225/225 [==============================] - 0s 718us/step - loss: 0.4021 - accuracy: 0.8350
Epoch 163/500
225/225 [==============================] - 0s 722us/step - loss: 0.4020 - accuracy: 0.8368
Epoch 164/500
225/225 [==============================] - 0s 723us/step - loss: 0.4017 - accuracy: 0.8376
Epoch 165/500
225/225 [==============================] - 0s 730us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 166/500
225/225 [==============================] - 0s 726us/step - loss: 0.4015 - accuracy: 0.8369
Epoch 167/500
225/225 [==============================] - 0s 772us/step - loss: 0.4013 - accuracy: 0.8364
Epoch 168/500
225/225 [==============================] - 0s 722us/step - loss: 0.4011 - accuracy: 0.8368
Epoch 169/500
225/225 [==============================] - 0s 719us/step - loss: 0.4010 - accuracy: 0.8369
Epoch 170/500
225/225 [==============================] - 0s 720us/step - loss: 0.4007 - accuracy: 0.8374
Epoch 171/500
225/225 [==============================] - 0s 722us/step - loss: 0.4008 - accuracy: 0.8378
Epoch 172/500
225/225 [==============================] - 0s 762us/step - loss: 0.4003 - accuracy: 0.8378
Epoch 173/500
225/225 [==============================] - 0s 783us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 174/500
225/225 [==============================] - 0s 727us/step - loss: 0.3999 - accuracy: 0.8374
Epoch 175/500
225/225 [==============================] - 0s 716us/step - loss: 0.3999 - accuracy: 0.8365
Epoch 176/500
225/225 [==============================] - 0s 730us/step - loss: 0.3994 - accuracy: 0.8376
Epoch 177/500
225/225 [==============================] - 0s 722us/step - loss: 0.3994 - accuracy: 0.8374
Epoch 178/500
225/225 [==============================] - 0s 746us/step - loss: 0.3991 - accuracy: 0.8354
Epoch 179/500
225/225 [==============================] - 0s 724us/step - loss: 0.3992 - accuracy: 0.8371
Epoch 180/500
225/225 [==============================] - 0s 721us/step - loss: 0.3990 - accuracy: 0.8360
Epoch 181/500
225/225 [==============================] - 0s 716us/step - loss: 0.3985 - accuracy: 0.8361
Epoch 182/500
225/225 [==============================] - 0s 712us/step - loss: 0.3987 - accuracy: 0.8371
Epoch 183/500
225/225 [==============================] - 0s 711us/step - loss: 0.3984 - accuracy: 0.8368
Epoch 184/500
225/225 [==============================] - 0s 763us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 185/500
225/225 [==============================] - 0s 723us/step - loss: 0.3980 - accuracy: 0.8349
Epoch 186/500
225/225 [==============================] - 0s 722us/step - loss: 0.3975 - accuracy: 0.8368
Epoch 187/500
225/225 [==============================] - 0s 714us/step - loss: 0.3977 - accuracy: 0.8356
Epoch 188/500
225/225 [==============================] - 0s 721us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 189/500
225/225 [==============================] - 0s 716us/step - loss: 0.3972 - accuracy: 0.8376
Epoch 190/500
225/225 [==============================] - 0s 739us/step - loss: 0.3969 - accuracy: 0.8353
Epoch 191/500
225/225 [==============================] - 0s 723us/step - loss: 0.3969 - accuracy: 0.8365
Epoch 192/500
225/225 [==============================] - 0s 716us/step - loss: 0.3965 - accuracy: 0.8364
Epoch 193/500
225/225 [==============================] - 0s 824us/step - loss: 0.3964 - accuracy: 0.8367
Epoch 194/500
225/225 [==============================] - 0s 725us/step - loss: 0.3960 - accuracy: 0.8371
Epoch 195/500
225/225 [==============================] - 0s 730us/step - loss: 0.3962 - accuracy: 0.8368
Epoch 196/500
225/225 [==============================] - 0s 773us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 197/500
225/225 [==============================] - 0s 739us/step - loss: 0.3955 - accuracy: 0.8361
Epoch 198/500
225/225 [==============================] - 0s 779us/step - loss: 0.3951 - accuracy: 0.8365
Epoch 199/500
225/225 [==============================] - 0s 734us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 200/500
225/225 [==============================] - 0s 726us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 201/500
225/225 [==============================] - 0s 744us/step - loss: 0.3945 - accuracy: 0.8371
Epoch 202/500
225/225 [==============================] - 0s 772us/step - loss: 0.3943 - accuracy: 0.8361
Epoch 203/500
225/225 [==============================] - 0s 732us/step - loss: 0.3938 - accuracy: 0.8367
Epoch 204/500
225/225 [==============================] - 0s 719us/step - loss: 0.3933 - accuracy: 0.8399
Epoch 205/500
225/225 [==============================] - 0s 734us/step - loss: 0.3930 - accuracy: 0.8378
Epoch 206/500
225/225 [==============================] - 0s 726us/step - loss: 0.3930 - accuracy: 0.8379
Epoch 207/500
225/225 [==============================] - 0s 715us/step - loss: 0.3929 - accuracy: 0.8385
Epoch 208/500
225/225 [==============================] - 0s 775us/step - loss: 0.3924 - accuracy: 0.8381
Epoch 209/500
225/225 [==============================] - 0s 744us/step - loss: 0.3923 - accuracy: 0.8385
Epoch 210/500
225/225 [==============================] - 0s 754us/step - loss: 0.3916 - accuracy: 0.8378
Epoch 211/500
225/225 [==============================] - 0s 734us/step - loss: 0.3916 - accuracy: 0.8371
Epoch 212/500
225/225 [==============================] - 0s 743us/step - loss: 0.3913 - accuracy: 0.8393
Epoch 213/500
225/225 [==============================] - 0s 716us/step - loss: 0.3912 - accuracy: 0.8383
Epoch 214/500
225/225 [==============================] - 0s 784us/step - loss: 0.3910 - accuracy: 0.8378
Epoch 215/500
225/225 [==============================] - 0s 737us/step - loss: 0.3907 - accuracy: 0.8382
Epoch 216/500
225/225 [==============================] - 0s 722us/step - loss: 0.3907 - accuracy: 0.8379
Epoch 217/500
225/225 [==============================] - 0s 734us/step - loss: 0.3901 - accuracy: 0.8392
Epoch 218/500
225/225 [==============================] - 0s 739us/step - loss: 0.3902 - accuracy: 0.8379
Epoch 219/500
225/225 [==============================] - 0s 724us/step - loss: 0.3898 - accuracy: 0.8388
Epoch 220/500
225/225 [==============================] - 0s 754us/step - loss: 0.3899 - accuracy: 0.8383
Epoch 221/500
225/225 [==============================] - 0s 740us/step - loss: 0.3891 - accuracy: 0.8374
Epoch 222/500
225/225 [==============================] - 0s 715us/step - loss: 0.3890 - accuracy: 0.8404
Epoch 223/500
225/225 [==============================] - 0s 726us/step - loss: 0.3889 - accuracy: 0.8368
Epoch 224/500
225/225 [==============================] - 0s 744us/step - loss: 0.3879 - accuracy: 0.8375
Epoch 225/500
225/225 [==============================] - 0s 722us/step - loss: 0.3885 - accuracy: 0.8381
Epoch 226/500
225/225 [==============================] - 0s 800us/step - loss: 0.3878 - accuracy: 0.8383
Epoch 227/500
225/225 [==============================] - 0s 741us/step - loss: 0.3876 - accuracy: 0.8394
Epoch 228/500
225/225 [==============================] - 0s 728us/step - loss: 0.3872 - accuracy: 0.8396
Epoch 229/500
225/225 [==============================] - 0s 733us/step - loss: 0.3870 - accuracy: 0.8392
Epoch 230/500
225/225 [==============================] - 0s 734us/step - loss: 0.3866 - accuracy: 0.8389
Epoch 231/500
225/225 [==============================] - 0s 721us/step - loss: 0.3858 - accuracy: 0.8399
Epoch 232/500
225/225 [==============================] - 0s 790us/step - loss: 0.3858 - accuracy: 0.8400
Epoch 233/500
225/225 [==============================] - 0s 760us/step - loss: 0.3855 - accuracy: 0.8396
Epoch 234/500
225/225 [==============================] - 0s 722us/step - loss: 0.3852 - accuracy: 0.8376
Epoch 235/500
225/225 [==============================] - 0s 738us/step - loss: 0.3842 - accuracy: 0.8411
Epoch 236/500
225/225 [==============================] - 0s 749us/step - loss: 0.3841 - accuracy: 0.8403
Epoch 237/500
225/225 [==============================] - 0s 767us/step - loss: 0.3838 - accuracy: 0.8408
Epoch 238/500
225/225 [==============================] - 0s 752us/step - loss: 0.3833 - accuracy: 0.8408
Epoch 239/500
225/225 [==============================] - 0s 740us/step - loss: 0.3828 - accuracy: 0.8404
Epoch 240/500
225/225 [==============================] - 0s 720us/step - loss: 0.3825 - accuracy: 0.8421
Epoch 241/500
225/225 [==============================] - 0s 735us/step - loss: 0.3814 - accuracy: 0.8422
Epoch 242/500
225/225 [==============================] - 0s 742us/step - loss: 0.3817 - accuracy: 0.8414
Epoch 243/500
225/225 [==============================] - 0s 716us/step - loss: 0.3812 - accuracy: 0.8410
Epoch 244/500
225/225 [==============================] - 0s 762us/step - loss: 0.3808 - accuracy: 0.8425
Epoch 245/500
225/225 [==============================] - 0s 748us/step - loss: 0.3798 - accuracy: 0.8436
Epoch 246/500
225/225 [==============================] - 0s 732us/step - loss: 0.3798 - accuracy: 0.8418
Epoch 247/500
225/225 [==============================] - 0s 717us/step - loss: 0.3792 - accuracy: 0.8419
Epoch 248/500
225/225 [==============================] - 0s 740us/step - loss: 0.3787 - accuracy: 0.8432
Epoch 249/500
225/225 [==============================] - 0s 766us/step - loss: 0.3786 - accuracy: 0.8422
Epoch 250/500
225/225 [==============================] - 0s 732us/step - loss: 0.3779 - accuracy: 0.8429
Epoch 251/500
225/225 [==============================] - 0s 741us/step - loss: 0.3776 - accuracy: 0.8450
Epoch 252/500
225/225 [==============================] - 0s 733us/step - loss: 0.3770 - accuracy: 0.8447
Epoch 253/500
225/225 [==============================] - 0s 730us/step - loss: 0.3766 - accuracy: 0.8442
Epoch 254/500
225/225 [==============================] - 0s 885us/step - loss: 0.3763 - accuracy: 0.8451
Epoch 255/500
225/225 [==============================] - 0s 743us/step - loss: 0.3757 - accuracy: 0.8457
Epoch 256/500
225/225 [==============================] - 0s 717us/step - loss: 0.3754 - accuracy: 0.8449
Epoch 257/500
225/225 [==============================] - 0s 769us/step - loss: 0.3749 - accuracy: 0.8460
Epoch 258/500
225/225 [==============================] - 0s 732us/step - loss: 0.3748 - accuracy: 0.8446
Epoch 259/500
225/225 [==============================] - 0s 724us/step - loss: 0.3743 - accuracy: 0.8451
Epoch 260/500
225/225 [==============================] - 0s 745us/step - loss: 0.3736 - accuracy: 0.8478
Epoch 261/500
225/225 [==============================] - 0s 817us/step - loss: 0.3731 - accuracy: 0.8481
Epoch 262/500
225/225 [==============================] - 0s 754us/step - loss: 0.3727 - accuracy: 0.8476
Epoch 263/500
225/225 [==============================] - 0s 732us/step - loss: 0.3729 - accuracy: 0.8476
Epoch 264/500
225/225 [==============================] - 0s 744us/step - loss: 0.3723 - accuracy: 0.8472
Epoch 265/500
225/225 [==============================] - 0s 742us/step - loss: 0.3719 - accuracy: 0.8486
Epoch 266/500
225/225 [==============================] - 0s 741us/step - loss: 0.3719 - accuracy: 0.8486
Epoch 267/500
225/225 [==============================] - 0s 734us/step - loss: 0.3713 - accuracy: 0.8461
Epoch 268/500
225/225 [==============================] - 0s 740us/step - loss: 0.3713 - accuracy: 0.8464
Epoch 269/500
225/225 [==============================] - 0s 720us/step - loss: 0.3708 - accuracy: 0.8475
Epoch 270/500
225/225 [==============================] - 0s 732us/step - loss: 0.3709 - accuracy: 0.8475
Epoch 271/500
225/225 [==============================] - 0s 741us/step - loss: 0.3700 - accuracy: 0.8483
Epoch 272/500
225/225 [==============================] - 0s 730us/step - loss: 0.3700 - accuracy: 0.8487
Epoch 273/500
225/225 [==============================] - 0s 779us/step - loss: 0.3695 - accuracy: 0.8478
Epoch 274/500
225/225 [==============================] - 0s 730us/step - loss: 0.3693 - accuracy: 0.8490
Epoch 275/500
225/225 [==============================] - 0s 845us/step - loss: 0.3695 - accuracy: 0.8481
Epoch 276/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3686 - accuracy: 0.8482
Epoch 277/500
225/225 [==============================] - 0s 882us/step - loss: 0.3684 - accuracy: 0.8490
Epoch 278/500
225/225 [==============================] - 0s 809us/step - loss: 0.3680 - accuracy: 0.8485
Epoch 279/500
225/225 [==============================] - 0s 802us/step - loss: 0.3684 - accuracy: 0.8487
Epoch 280/500
225/225 [==============================] - 0s 790us/step - loss: 0.3678 - accuracy: 0.8482
Epoch 281/500
225/225 [==============================] - 0s 802us/step - loss: 0.3680 - accuracy: 0.8492
Epoch 282/500
225/225 [==============================] - 0s 857us/step - loss: 0.3675 - accuracy: 0.8489
Epoch 283/500
225/225 [==============================] - 0s 794us/step - loss: 0.3668 - accuracy: 0.8492
Epoch 284/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3672 - accuracy: 0.8503
Epoch 285/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3669 - accuracy: 0.8506
Epoch 286/500
225/225 [==============================] - 0s 788us/step - loss: 0.3661 - accuracy: 0.8507
Epoch 287/500
225/225 [==============================] - 0s 745us/step - loss: 0.3663 - accuracy: 0.8496
Epoch 288/500
225/225 [==============================] - 0s 744us/step - loss: 0.3665 - accuracy: 0.8497
Epoch 289/500
225/225 [==============================] - 0s 778us/step - loss: 0.3656 - accuracy: 0.8487
Epoch 290/500
225/225 [==============================] - 0s 740us/step - loss: 0.3659 - accuracy: 0.8519
Epoch 291/500
225/225 [==============================] - 0s 730us/step - loss: 0.3644 - accuracy: 0.8515
Epoch 292/500
225/225 [==============================] - 0s 747us/step - loss: 0.3653 - accuracy: 0.8518
Epoch 293/500
225/225 [==============================] - 0s 764us/step - loss: 0.3646 - accuracy: 0.8506
Epoch 294/500
225/225 [==============================] - 0s 736us/step - loss: 0.3644 - accuracy: 0.8508
Epoch 295/500
225/225 [==============================] - 0s 747us/step - loss: 0.3635 - accuracy: 0.8525
Epoch 296/500
225/225 [==============================] - 0s 739us/step - loss: 0.3635 - accuracy: 0.8504
Epoch 297/500
225/225 [==============================] - 0s 724us/step - loss: 0.3625 - accuracy: 0.8508
Epoch 298/500
225/225 [==============================] - 0s 752us/step - loss: 0.3628 - accuracy: 0.8532
Epoch 299/500
225/225 [==============================] - 0s 799us/step - loss: 0.3624 - accuracy: 0.8521
Epoch 300/500
225/225 [==============================] - 0s 729us/step - loss: 0.3621 - accuracy: 0.8497
Epoch 301/500
225/225 [==============================] - 0s 761us/step - loss: 0.3618 - accuracy: 0.8525
Epoch 302/500
225/225 [==============================] - 0s 739us/step - loss: 0.3610 - accuracy: 0.8542
Epoch 303/500
225/225 [==============================] - 0s 727us/step - loss: 0.3610 - accuracy: 0.8533
Epoch 304/500
225/225 [==============================] - 0s 751us/step - loss: 0.3606 - accuracy: 0.8522
Epoch 305/500
225/225 [==============================] - 0s 790us/step - loss: 0.3599 - accuracy: 0.8510
Epoch 306/500
225/225 [==============================] - 0s 732us/step - loss: 0.3595 - accuracy: 0.8532
Epoch 307/500
225/225 [==============================] - 0s 759us/step - loss: 0.3586 - accuracy: 0.8529
Epoch 308/500
225/225 [==============================] - 0s 736us/step - loss: 0.3589 - accuracy: 0.8529
Epoch 309/500
225/225 [==============================] - 0s 729us/step - loss: 0.3585 - accuracy: 0.8546
Epoch 310/500
225/225 [==============================] - 0s 744us/step - loss: 0.3585 - accuracy: 0.8537
Epoch 311/500
225/225 [==============================] - 0s 729us/step - loss: 0.3579 - accuracy: 0.8540
Epoch 312/500
225/225 [==============================] - 0s 798us/step - loss: 0.3576 - accuracy: 0.8537
Epoch 313/500
225/225 [==============================] - 0s 818us/step - loss: 0.3567 - accuracy: 0.8562
Epoch 314/500
225/225 [==============================] - 0s 739us/step - loss: 0.3564 - accuracy: 0.8553
Epoch 315/500
225/225 [==============================] - 0s 738us/step - loss: 0.3558 - accuracy: 0.8543
Epoch 316/500
225/225 [==============================] - 0s 752us/step - loss: 0.3551 - accuracy: 0.8550
Epoch 317/500
225/225 [==============================] - 0s 781us/step - loss: 0.3546 - accuracy: 0.8560
Epoch 318/500
225/225 [==============================] - 0s 736us/step - loss: 0.3544 - accuracy: 0.8571
Epoch 319/500
225/225 [==============================] - 0s 744us/step - loss: 0.3546 - accuracy: 0.8550
Epoch 320/500
225/225 [==============================] - 0s 743us/step - loss: 0.3543 - accuracy: 0.8551
Epoch 321/500
225/225 [==============================] - 0s 739us/step - loss: 0.3538 - accuracy: 0.8569
Epoch 322/500
225/225 [==============================] - 0s 773us/step - loss: 0.3534 - accuracy: 0.8537
Epoch 323/500
225/225 [==============================] - 0s 758us/step - loss: 0.3524 - accuracy: 0.8585
Epoch 324/500
225/225 [==============================] - 0s 765us/step - loss: 0.3527 - accuracy: 0.8571
Epoch 325/500
225/225 [==============================] - 0s 731us/step - loss: 0.3527 - accuracy: 0.8564
Epoch 326/500
225/225 [==============================] - 0s 739us/step - loss: 0.3522 - accuracy: 0.8568
Epoch 327/500
225/225 [==============================] - 0s 867us/step - loss: 0.3513 - accuracy: 0.8579
Epoch 328/500
225/225 [==============================] - 0s 755us/step - loss: 0.3514 - accuracy: 0.8594
Epoch 329/500
225/225 [==============================] - 0s 735us/step - loss: 0.3503 - accuracy: 0.8571
Epoch 330/500
225/225 [==============================] - 0s 740us/step - loss: 0.3507 - accuracy: 0.8576
Epoch 331/500
225/225 [==============================] - 0s 727us/step - loss: 0.3507 - accuracy: 0.8587
Epoch 332/500
225/225 [==============================] - 0s 737us/step - loss: 0.3506 - accuracy: 0.8567
Epoch 333/500
225/225 [==============================] - 0s 747us/step - loss: 0.3500 - accuracy: 0.8601
Epoch 334/500
225/225 [==============================] - 0s 747us/step - loss: 0.3501 - accuracy: 0.8582
Epoch 335/500
225/225 [==============================] - 0s 737us/step - loss: 0.3499 - accuracy: 0.8571
Epoch 336/500
225/225 [==============================] - 0s 749us/step - loss: 0.3496 - accuracy: 0.8582
Epoch 337/500
225/225 [==============================] - 0s 724us/step - loss: 0.3490 - accuracy: 0.8608
Epoch 338/500
225/225 [==============================] - 0s 735us/step - loss: 0.3493 - accuracy: 0.8565
Epoch 339/500
225/225 [==============================] - 0s 741us/step - loss: 0.3488 - accuracy: 0.8579
Epoch 340/500
225/225 [==============================] - 0s 779us/step - loss: 0.3484 - accuracy: 0.8582
Epoch 341/500
225/225 [==============================] - 0s 742us/step - loss: 0.3491 - accuracy: 0.8597
Epoch 342/500
225/225 [==============================] - 0s 741us/step - loss: 0.3486 - accuracy: 0.8585
Epoch 343/500
225/225 [==============================] - 0s 739us/step - loss: 0.3484 - accuracy: 0.8587
Epoch 344/500
225/225 [==============================] - 0s 731us/step - loss: 0.3485 - accuracy: 0.8597
Epoch 345/500
225/225 [==============================] - 0s 747us/step - loss: 0.3480 - accuracy: 0.8603
Epoch 346/500
225/225 [==============================] - 0s 810us/step - loss: 0.3481 - accuracy: 0.8586
Epoch 347/500
225/225 [==============================] - 0s 745us/step - loss: 0.3476 - accuracy: 0.8596
Epoch 348/500
225/225 [==============================] - 0s 749us/step - loss: 0.3485 - accuracy: 0.8585
Epoch 349/500
225/225 [==============================] - 0s 740us/step - loss: 0.3477 - accuracy: 0.8587
Epoch 350/500
225/225 [==============================] - 0s 733us/step - loss: 0.3473 - accuracy: 0.8583
Epoch 351/500
225/225 [==============================] - 0s 816us/step - loss: 0.3479 - accuracy: 0.8589
Epoch 352/500
225/225 [==============================] - 0s 853us/step - loss: 0.3470 - accuracy: 0.8589
Epoch 353/500
225/225 [==============================] - 0s 746us/step - loss: 0.3469 - accuracy: 0.8586
Epoch 354/500
225/225 [==============================] - 0s 729us/step - loss: 0.3477 - accuracy: 0.8600
Epoch 355/500
225/225 [==============================] - 0s 750us/step - loss: 0.3463 - accuracy: 0.8592
Epoch 356/500
225/225 [==============================] - 0s 738us/step - loss: 0.3470 - accuracy: 0.8601
Epoch 357/500
225/225 [==============================] - 0s 783us/step - loss: 0.3471 - accuracy: 0.8590
Epoch 358/500
225/225 [==============================] - 0s 742us/step - loss: 0.3468 - accuracy: 0.8592
Epoch 359/500
225/225 [==============================] - 0s 742us/step - loss: 0.3470 - accuracy: 0.8594
Epoch 360/500
225/225 [==============================] - 0s 734us/step - loss: 0.3471 - accuracy: 0.8599
Epoch 361/500
225/225 [==============================] - 0s 741us/step - loss: 0.3463 - accuracy: 0.8626
Epoch 362/500
225/225 [==============================] - 0s 739us/step - loss: 0.3464 - accuracy: 0.8610
Epoch 363/500
225/225 [==============================] - 0s 755us/step - loss: 0.3471 - accuracy: 0.8569
Epoch 364/500
225/225 [==============================] - 0s 743us/step - loss: 0.3464 - accuracy: 0.8601
Epoch 365/500
225/225 [==============================] - 0s 743us/step - loss: 0.3458 - accuracy: 0.8599
Epoch 366/500
225/225 [==============================] - 0s 730us/step - loss: 0.3460 - accuracy: 0.8590
Epoch 367/500
225/225 [==============================] - 0s 740us/step - loss: 0.3462 - accuracy: 0.8583
Epoch 368/500
225/225 [==============================] - 0s 742us/step - loss: 0.3455 - accuracy: 0.8583
Epoch 369/500
225/225 [==============================] - 0s 765us/step - loss: 0.3461 - accuracy: 0.8607
Epoch 370/500
225/225 [==============================] - 0s 773us/step - loss: 0.3460 - accuracy: 0.8594
Epoch 371/500
225/225 [==============================] - 0s 754us/step - loss: 0.3460 - accuracy: 0.8611
Epoch 372/500
225/225 [==============================] - 0s 736us/step - loss: 0.3455 - accuracy: 0.8592
Epoch 373/500
225/225 [==============================] - 0s 737us/step - loss: 0.3458 - accuracy: 0.8585
Epoch 374/500
225/225 [==============================] - 0s 745us/step - loss: 0.3454 - accuracy: 0.8603
Epoch 375/500
225/225 [==============================] - 0s 807us/step - loss: 0.3450 - accuracy: 0.8597
Epoch 376/500
225/225 [==============================] - 0s 732us/step - loss: 0.3452 - accuracy: 0.8597
Epoch 377/500
225/225 [==============================] - 0s 747us/step - loss: 0.3457 - accuracy: 0.8607
Epoch 378/500
225/225 [==============================] - 0s 744us/step - loss: 0.3450 - accuracy: 0.8611
Epoch 379/500
225/225 [==============================] - 0s 735us/step - loss: 0.3450 - accuracy: 0.8603
Epoch 380/500
225/225 [==============================] - 0s 738us/step - loss: 0.3451 - accuracy: 0.8581
Epoch 381/500
225/225 [==============================] - 0s 792us/step - loss: 0.3450 - accuracy: 0.8600
Epoch 382/500
225/225 [==============================] - 0s 724us/step - loss: 0.3454 - accuracy: 0.8600
Epoch 383/500
225/225 [==============================] - 0s 863us/step - loss: 0.3453 - accuracy: 0.8590
Epoch 384/500
225/225 [==============================] - 0s 740us/step - loss: 0.3451 - accuracy: 0.8572
Epoch 385/500
225/225 [==============================] - 0s 730us/step - loss: 0.3447 - accuracy: 0.8594
Epoch 386/500
225/225 [==============================] - 0s 741us/step - loss: 0.3448 - accuracy: 0.8576
Epoch 387/500
225/225 [==============================] - 0s 779us/step - loss: 0.3445 - accuracy: 0.8593
Epoch 388/500
225/225 [==============================] - 0s 724us/step - loss: 0.3444 - accuracy: 0.8581
Epoch 389/500
225/225 [==============================] - 0s 743us/step - loss: 0.3442 - accuracy: 0.8606
Epoch 390/500
225/225 [==============================] - 0s 739us/step - loss: 0.3449 - accuracy: 0.8597
Epoch 391/500
225/225 [==============================] - 0s 728us/step - loss: 0.3448 - accuracy: 0.8596
Epoch 392/500
225/225 [==============================] - 0s 767us/step - loss: 0.3444 - accuracy: 0.8593
Epoch 393/500
225/225 [==============================] - 0s 741us/step - loss: 0.3446 - accuracy: 0.8590
Epoch 394/500
225/225 [==============================] - 0s 733us/step - loss: 0.3448 - accuracy: 0.8597
Epoch 395/500
225/225 [==============================] - 0s 728us/step - loss: 0.3443 - accuracy: 0.8587
Epoch 396/500
225/225 [==============================] - 0s 740us/step - loss: 0.3445 - accuracy: 0.8581
Epoch 397/500
225/225 [==============================] - 0s 737us/step - loss: 0.3439 - accuracy: 0.8607
Epoch 398/500
225/225 [==============================] - 0s 780us/step - loss: 0.3439 - accuracy: 0.8600
Epoch 399/500
225/225 [==============================] - 0s 740us/step - loss: 0.3433 - accuracy: 0.8614
Epoch 400/500
225/225 [==============================] - 0s 740us/step - loss: 0.3438 - accuracy: 0.8587
Epoch 401/500
225/225 [==============================] - 0s 742us/step - loss: 0.3448 - accuracy: 0.8586
Epoch 402/500
225/225 [==============================] - 0s 744us/step - loss: 0.3431 - accuracy: 0.8592
Epoch 403/500
225/225 [==============================] - 0s 738us/step - loss: 0.3441 - accuracy: 0.8592
Epoch 404/500
225/225 [==============================] - 0s 762us/step - loss: 0.3438 - accuracy: 0.8621
Epoch 405/500
225/225 [==============================] - 0s 757us/step - loss: 0.3436 - accuracy: 0.8586
Epoch 406/500
225/225 [==============================] - 0s 746us/step - loss: 0.3440 - accuracy: 0.8599
Epoch 407/500
225/225 [==============================] - 0s 732us/step - loss: 0.3444 - accuracy: 0.8604
Epoch 408/500
225/225 [==============================] - 0s 738us/step - loss: 0.3441 - accuracy: 0.8585
Epoch 409/500
225/225 [==============================] - 0s 739us/step - loss: 0.3434 - accuracy: 0.8600
Epoch 410/500
225/225 [==============================] - 0s 764us/step - loss: 0.3433 - accuracy: 0.8610
Epoch 411/500
225/225 [==============================] - 0s 738us/step - loss: 0.3433 - accuracy: 0.8583
Epoch 412/500
225/225 [==============================] - 0s 737us/step - loss: 0.3434 - accuracy: 0.8615
Epoch 413/500
225/225 [==============================] - 0s 732us/step - loss: 0.3433 - accuracy: 0.8590
Epoch 414/500
225/225 [==============================] - 0s 740us/step - loss: 0.3435 - accuracy: 0.8608
Epoch 415/500
225/225 [==============================] - 0s 735us/step - loss: 0.3431 - accuracy: 0.8579
Epoch 416/500
225/225 [==============================] - 0s 754us/step - loss: 0.3426 - accuracy: 0.8606
Epoch 417/500
225/225 [==============================] - 0s 739us/step - loss: 0.3423 - accuracy: 0.8603
Epoch 418/500
225/225 [==============================] - 0s 738us/step - loss: 0.3429 - accuracy: 0.8601
Epoch 419/500
225/225 [==============================] - 0s 724us/step - loss: 0.3432 - accuracy: 0.8587
Epoch 420/500
225/225 [==============================] - 0s 742us/step - loss: 0.3425 - accuracy: 0.8603
Epoch 421/500
225/225 [==============================] - 0s 739us/step - loss: 0.3429 - accuracy: 0.8608
Epoch 422/500
225/225 [==============================] - 0s 802us/step - loss: 0.3431 - accuracy: 0.8597
Epoch 423/500
225/225 [==============================] - 0s 899us/step - loss: 0.3434 - accuracy: 0.8594
Epoch 424/500
225/225 [==============================] - 0s 778us/step - loss: 0.3431 - accuracy: 0.8596
Epoch 425/500
225/225 [==============================] - 0s 809us/step - loss: 0.3431 - accuracy: 0.8593
Epoch 426/500
225/225 [==============================] - 0s 749us/step - loss: 0.3432 - accuracy: 0.8594
Epoch 427/500
225/225 [==============================] - 0s 761us/step - loss: 0.3429 - accuracy: 0.8618
Epoch 428/500
225/225 [==============================] - 0s 768us/step - loss: 0.3430 - accuracy: 0.8590
Epoch 429/500
225/225 [==============================] - 0s 818us/step - loss: 0.3427 - accuracy: 0.8604
Epoch 430/500
225/225 [==============================] - 0s 749us/step - loss: 0.3427 - accuracy: 0.8599
Epoch 431/500
225/225 [==============================] - 0s 774us/step - loss: 0.3430 - accuracy: 0.8597
Epoch 432/500
225/225 [==============================] - 0s 765us/step - loss: 0.3433 - accuracy: 0.8608
Epoch 433/500
225/225 [==============================] - 0s 764us/step - loss: 0.3422 - accuracy: 0.8611
Epoch 434/500
225/225 [==============================] - 0s 820us/step - loss: 0.3422 - accuracy: 0.8617
Epoch 435/500
225/225 [==============================] - 0s 892us/step - loss: 0.3428 - accuracy: 0.8596
Epoch 436/500
225/225 [==============================] - 0s 848us/step - loss: 0.3427 - accuracy: 0.8596
Epoch 437/500
225/225 [==============================] - 0s 729us/step - loss: 0.3425 - accuracy: 0.8571
Epoch 438/500
225/225 [==============================] - 0s 750us/step - loss: 0.3426 - accuracy: 0.8600
Epoch 439/500
225/225 [==============================] - 0s 751us/step - loss: 0.3428 - accuracy: 0.8615
Epoch 440/500
225/225 [==============================] - 0s 731us/step - loss: 0.3424 - accuracy: 0.8608
Epoch 441/500
225/225 [==============================] - 0s 734us/step - loss: 0.3424 - accuracy: 0.8608
Epoch 442/500
225/225 [==============================] - 0s 748us/step - loss: 0.3425 - accuracy: 0.8597
Epoch 443/500
225/225 [==============================] - 0s 728us/step - loss: 0.3423 - accuracy: 0.8590
Epoch 444/500
225/225 [==============================] - 0s 760us/step - loss: 0.3416 - accuracy: 0.8589
Epoch 445/500
225/225 [==============================] - 0s 751us/step - loss: 0.3420 - accuracy: 0.8596
Epoch 446/500
225/225 [==============================] - 0s 726us/step - loss: 0.3428 - accuracy: 0.8590
Epoch 447/500
225/225 [==============================] - 0s 739us/step - loss: 0.3420 - accuracy: 0.8600
Epoch 448/500
225/225 [==============================] - 0s 750us/step - loss: 0.3423 - accuracy: 0.8589
Epoch 449/500
225/225 [==============================] - 0s 726us/step - loss: 0.3420 - accuracy: 0.8592
Epoch 450/500
225/225 [==============================] - 0s 778us/step - loss: 0.3421 - accuracy: 0.8601
Epoch 451/500
225/225 [==============================] - 0s 849us/step - loss: 0.3418 - accuracy: 0.8608
Epoch 452/500
225/225 [==============================] - 0s 734us/step - loss: 0.3419 - accuracy: 0.8615
Epoch 453/500
225/225 [==============================] - 0s 715us/step - loss: 0.3417 - accuracy: 0.8614
Epoch 454/500
225/225 [==============================] - 0s 772us/step - loss: 0.3421 - accuracy: 0.8603
Epoch 455/500
225/225 [==============================] - 0s 750us/step - loss: 0.3418 - accuracy: 0.8603
Epoch 456/500
225/225 [==============================] - 0s 764us/step - loss: 0.3425 - accuracy: 0.8604
Epoch 457/500
225/225 [==============================] - 0s 755us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 458/500
225/225 [==============================] - 0s 741us/step - loss: 0.3417 - accuracy: 0.8614
Epoch 459/500
225/225 [==============================] - 0s 724us/step - loss: 0.3412 - accuracy: 0.8619
Epoch 460/500
225/225 [==============================] - 0s 758us/step - loss: 0.3421 - accuracy: 0.8597
Epoch 461/500
225/225 [==============================] - 0s 736us/step - loss: 0.3421 - accuracy: 0.8589
Epoch 462/500
225/225 [==============================] - 0s 761us/step - loss: 0.3421 - accuracy: 0.8610
Epoch 463/500
225/225 [==============================] - 0s 779us/step - loss: 0.3420 - accuracy: 0.8607
Epoch 464/500
225/225 [==============================] - 0s 734us/step - loss: 0.3420 - accuracy: 0.8571
Epoch 465/500
225/225 [==============================] - 0s 727us/step - loss: 0.3416 - accuracy: 0.8606
Epoch 466/500
225/225 [==============================] - 0s 757us/step - loss: 0.3415 - accuracy: 0.8593
Epoch 467/500
225/225 [==============================] - 0s 741us/step - loss: 0.3413 - accuracy: 0.8604
Epoch 468/500
225/225 [==============================] - 0s 740us/step - loss: 0.3416 - accuracy: 0.8615
Epoch 469/500
225/225 [==============================] - 0s 750us/step - loss: 0.3418 - accuracy: 0.8597
Epoch 470/500
225/225 [==============================] - 0s 736us/step - loss: 0.3411 - accuracy: 0.8610
Epoch 471/500
225/225 [==============================] - 0s 721us/step - loss: 0.3413 - accuracy: 0.8610
Epoch 472/500
225/225 [==============================] - 0s 746us/step - loss: 0.3410 - accuracy: 0.8606
Epoch 473/500
225/225 [==============================] - 0s 740us/step - loss: 0.3416 - accuracy: 0.8596
Epoch 474/500
225/225 [==============================] - 0s 838us/step - loss: 0.3414 - accuracy: 0.8600
Epoch 475/500
225/225 [==============================] - 0s 732us/step - loss: 0.3415 - accuracy: 0.8592
Epoch 476/500
225/225 [==============================] - 0s 741us/step - loss: 0.3416 - accuracy: 0.8597
Epoch 477/500
225/225 [==============================] - 0s 737us/step - loss: 0.3406 - accuracy: 0.8626
Epoch 478/500
225/225 [==============================] - 0s 733us/step - loss: 0.3413 - accuracy: 0.8597
Epoch 479/500
225/225 [==============================] - 0s 765us/step - loss: 0.3409 - accuracy: 0.8614
Epoch 480/500
225/225 [==============================] - 0s 737us/step - loss: 0.3414 - accuracy: 0.8596
Epoch 481/500
225/225 [==============================] - 0s 731us/step - loss: 0.3408 - accuracy: 0.8597
Epoch 482/500
225/225 [==============================] - 0s 740us/step - loss: 0.3413 - accuracy: 0.8604
Epoch 483/500
225/225 [==============================] - 0s 739us/step - loss: 0.3412 - accuracy: 0.8585
Epoch 484/500
225/225 [==============================] - 0s 732us/step - loss: 0.3413 - accuracy: 0.8604
Epoch 485/500
225/225 [==============================] - 0s 761us/step - loss: 0.3406 - accuracy: 0.8617
Epoch 486/500
225/225 [==============================] - 0s 737us/step - loss: 0.3408 - accuracy: 0.8615
Epoch 487/500
225/225 [==============================] - 0s 748us/step - loss: 0.3412 - accuracy: 0.8597
Epoch 488/500
225/225 [==============================] - 0s 738us/step - loss: 0.3412 - accuracy: 0.8610
Epoch 489/500
225/225 [==============================] - 0s 742us/step - loss: 0.3407 - accuracy: 0.8590
Epoch 490/500
225/225 [==============================] - 0s 730us/step - loss: 0.3409 - accuracy: 0.8632
Epoch 491/500
225/225 [==============================] - 0s 762us/step - loss: 0.3414 - accuracy: 0.8614
Epoch 492/500
225/225 [==============================] - 0s 742us/step - loss: 0.3406 - accuracy: 0.8617
Epoch 493/500
225/225 [==============================] - 0s 728us/step - loss: 0.3402 - accuracy: 0.8606
Epoch 494/500
225/225 [==============================] - 0s 738us/step - loss: 0.3414 - accuracy: 0.8603
Epoch 495/500
225/225 [==============================] - 0s 745us/step - loss: 0.3405 - accuracy: 0.8624
Epoch 496/500
225/225 [==============================] - 0s 728us/step - loss: 0.3412 - accuracy: 0.8601
Epoch 497/500
225/225 [==============================] - 0s 780us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 498/500
225/225 [==============================] - 0s 736us/step - loss: 0.3409 - accuracy: 0.8601
Epoch 499/500
225/225 [==============================] - 0s 725us/step - loss: 0.3413 - accuracy: 0.8608
Epoch 500/500
225/225 [==============================] - 0s 736us/step - loss: 0.3409 - accuracy: 0.8601
Epoch 1/500
225/225 [==============================] - 0s 831us/step - loss: 0.6220 - accuracy: 0.7971
Epoch 2/500
225/225 [==============================] - 0s 770us/step - loss: 0.5476 - accuracy: 0.7986
Epoch 3/500
225/225 [==============================] - 0s 779us/step - loss: 0.5207 - accuracy: 0.7986
Epoch 4/500
225/225 [==============================] - 0s 759us/step - loss: 0.5102 - accuracy: 0.7986
Epoch 5/500
225/225 [==============================] - 0s 783us/step - loss: 0.5058 - accuracy: 0.7986
Epoch 6/500
225/225 [==============================] - 0s 803us/step - loss: 0.5039 - accuracy: 0.7986
Epoch 7/500
225/225 [==============================] - 0s 754us/step - loss: 0.5030 - accuracy: 0.7986
Epoch 8/500
225/225 [==============================] - 0s 784us/step - loss: 0.5026 - accuracy: 0.7986
Epoch 9/500
225/225 [==============================] - 0s 769us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 10/500
225/225 [==============================] - 0s 754us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 11/500
225/225 [==============================] - 0s 805us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 12/500
225/225 [==============================] - 0s 835us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 13/500
225/225 [==============================] - 0s 783us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 14/500
225/225 [==============================] - 0s 767us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 15/500
225/225 [==============================] - 0s 771us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 16/500
225/225 [==============================] - 0s 785us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 17/500
225/225 [==============================] - 0s 771us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 18/500
225/225 [==============================] - 0s 831us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 19/500
225/225 [==============================] - 0s 829us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 20/500
225/225 [==============================] - 0s 773us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 21/500
225/225 [==============================] - 0s 764us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 22/500
225/225 [==============================] - 0s 783us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 23/500
225/225 [==============================] - 0s 785us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 24/500
225/225 [==============================] - 0s 788us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 25/500
225/225 [==============================] - 0s 771us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 26/500
225/225 [==============================] - 0s 781us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 27/500
225/225 [==============================] - 0s 774us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 28/500
225/225 [==============================] - 0s 770us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 29/500
225/225 [==============================] - 0s 829us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 30/500
225/225 [==============================] - 0s 777us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 31/500
225/225 [==============================] - 0s 792us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 32/500
225/225 [==============================] - 0s 761us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 33/500
225/225 [==============================] - 0s 2ms/step - loss: 0.5019 - accuracy: 0.7986
Epoch 34/500
225/225 [==============================] - 0s 2ms/step - loss: 0.5018 - accuracy: 0.7986
Epoch 35/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5017 - accuracy: 0.7986
Epoch 36/500
225/225 [==============================] - 0s 740us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 37/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5016 - accuracy: 0.7986
Epoch 38/500
225/225 [==============================] - 0s 1ms/step - loss: 0.5015 - accuracy: 0.7986
Epoch 39/500
225/225 [==============================] - 0s 988us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 40/500
225/225 [==============================] - 0s 868us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 41/500
225/225 [==============================] - 0s 843us/step - loss: 0.5010 - accuracy: 0.7986
Epoch 42/500
225/225 [==============================] - 0s 834us/step - loss: 0.5009 - accuracy: 0.7986
Epoch 43/500
225/225 [==============================] - 0s 859us/step - loss: 0.5006 - accuracy: 0.7986
Epoch 44/500
225/225 [==============================] - 0s 926us/step - loss: 0.5004 - accuracy: 0.7986
Epoch 45/500
225/225 [==============================] - 0s 778us/step - loss: 0.5001 - accuracy: 0.7986
Epoch 46/500
225/225 [==============================] - 0s 867us/step - loss: 0.4997 - accuracy: 0.7986
Epoch 47/500
225/225 [==============================] - 0s 782us/step - loss: 0.4993 - accuracy: 0.7986
Epoch 48/500
225/225 [==============================] - 0s 764us/step - loss: 0.4987 - accuracy: 0.7986
Epoch 49/500
225/225 [==============================] - 0s 764us/step - loss: 0.4980 - accuracy: 0.7986
Epoch 50/500
225/225 [==============================] - 0s 816us/step - loss: 0.4973 - accuracy: 0.7986
Epoch 51/500
225/225 [==============================] - 0s 885us/step - loss: 0.4963 - accuracy: 0.7986
Epoch 52/500
225/225 [==============================] - 0s 781us/step - loss: 0.4951 - accuracy: 0.7986
Epoch 53/500
225/225 [==============================] - 0s 714us/step - loss: 0.4935 - accuracy: 0.7986
Epoch 54/500
225/225 [==============================] - 0s 782us/step - loss: 0.4916 - accuracy: 0.7986
Epoch 55/500
225/225 [==============================] - 0s 853us/step - loss: 0.4892 - accuracy: 0.7986
Epoch 56/500
225/225 [==============================] - 0s 723us/step - loss: 0.4862 - accuracy: 0.7986
Epoch 57/500
225/225 [==============================] - 0s 816us/step - loss: 0.4824 - accuracy: 0.7986
Epoch 58/500
225/225 [==============================] - 0s 758us/step - loss: 0.4776 - accuracy: 0.7986
Epoch 59/500
225/225 [==============================] - 0s 723us/step - loss: 0.4716 - accuracy: 0.7986
Epoch 60/500
225/225 [==============================] - 0s 742us/step - loss: 0.4646 - accuracy: 0.7986
Epoch 61/500
225/225 [==============================] - 0s 747us/step - loss: 0.4569 - accuracy: 0.7987
Epoch 62/500
225/225 [==============================] - 0s 728us/step - loss: 0.4494 - accuracy: 0.7983
Epoch 63/500
225/225 [==============================] - 0s 765us/step - loss: 0.4429 - accuracy: 0.7974
Epoch 64/500
225/225 [==============================] - 0s 869us/step - loss: 0.4380 - accuracy: 0.7975
Epoch 65/500
225/225 [==============================] - 0s 917us/step - loss: 0.4342 - accuracy: 0.7979
Epoch 66/500
225/225 [==============================] - 0s 808us/step - loss: 0.4313 - accuracy: 0.7994
Epoch 67/500
225/225 [==============================] - 0s 780us/step - loss: 0.4285 - accuracy: 0.8021
Epoch 68/500
225/225 [==============================] - 0s 811us/step - loss: 0.4255 - accuracy: 0.8033
Epoch 69/500
225/225 [==============================] - 0s 808us/step - loss: 0.4220 - accuracy: 0.8046
Epoch 70/500
225/225 [==============================] - 0s 729us/step - loss: 0.4180 - accuracy: 0.8058
Epoch 71/500
225/225 [==============================] - 0s 796us/step - loss: 0.4134 - accuracy: 0.8075
Epoch 72/500
225/225 [==============================] - 0s 822us/step - loss: 0.4084 - accuracy: 0.8099
Epoch 73/500
225/225 [==============================] - 0s 757us/step - loss: 0.4031 - accuracy: 0.8129
Epoch 74/500
225/225 [==============================] - 0s 848us/step - loss: 0.3979 - accuracy: 0.8172
Epoch 75/500
225/225 [==============================] - 0s 770us/step - loss: 0.3925 - accuracy: 0.8257
Epoch 76/500
225/225 [==============================] - 0s 733us/step - loss: 0.3873 - accuracy: 0.8303
Epoch 77/500
225/225 [==============================] - 0s 729us/step - loss: 0.3824 - accuracy: 0.8340
Epoch 78/500
225/225 [==============================] - 0s 887us/step - loss: 0.3781 - accuracy: 0.8369
Epoch 79/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3742 - accuracy: 0.8418
Epoch 80/500
225/225 [==============================] - 0s 773us/step - loss: 0.3708 - accuracy: 0.8438
Epoch 81/500
225/225 [==============================] - 0s 752us/step - loss: 0.3679 - accuracy: 0.8464
Epoch 82/500
225/225 [==============================] - 0s 745us/step - loss: 0.3653 - accuracy: 0.8465
Epoch 83/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3630 - accuracy: 0.8494
Epoch 84/500
225/225 [==============================] - 0s 874us/step - loss: 0.3610 - accuracy: 0.8506
Epoch 85/500
225/225 [==============================] - 0s 767us/step - loss: 0.3591 - accuracy: 0.8506
Epoch 86/500
225/225 [==============================] - 0s 780us/step - loss: 0.3575 - accuracy: 0.8521
Epoch 87/500
225/225 [==============================] - 0s 753us/step - loss: 0.3559 - accuracy: 0.8542
Epoch 88/500
225/225 [==============================] - 0s 758us/step - loss: 0.3549 - accuracy: 0.8528
Epoch 89/500
225/225 [==============================] - 0s 769us/step - loss: 0.3537 - accuracy: 0.8544
Epoch 90/500
225/225 [==============================] - 0s 779us/step - loss: 0.3529 - accuracy: 0.8551
Epoch 91/500
225/225 [==============================] - 0s 848us/step - loss: 0.3520 - accuracy: 0.8544
Epoch 92/500
225/225 [==============================] - 0s 852us/step - loss: 0.3515 - accuracy: 0.8553
Epoch 93/500
225/225 [==============================] - 0s 815us/step - loss: 0.3507 - accuracy: 0.8556
Epoch 94/500
225/225 [==============================] - 0s 863us/step - loss: 0.3502 - accuracy: 0.8557
Epoch 95/500
225/225 [==============================] - 0s 813us/step - loss: 0.3499 - accuracy: 0.8581
Epoch 96/500
225/225 [==============================] - 0s 765us/step - loss: 0.3492 - accuracy: 0.8567
Epoch 97/500
225/225 [==============================] - 0s 755us/step - loss: 0.3488 - accuracy: 0.8572
Epoch 98/500
225/225 [==============================] - 0s 755us/step - loss: 0.3486 - accuracy: 0.8594
Epoch 99/500
225/225 [==============================] - 0s 759us/step - loss: 0.3482 - accuracy: 0.8606
Epoch 100/500
225/225 [==============================] - 0s 725us/step - loss: 0.3479 - accuracy: 0.8597
Epoch 101/500
225/225 [==============================] - 0s 750us/step - loss: 0.3475 - accuracy: 0.8600
Epoch 102/500
225/225 [==============================] - 0s 785us/step - loss: 0.3472 - accuracy: 0.8601
Epoch 103/500
225/225 [==============================] - 0s 737us/step - loss: 0.3469 - accuracy: 0.8594
Epoch 104/500
225/225 [==============================] - 0s 742us/step - loss: 0.3465 - accuracy: 0.8593
Epoch 105/500
225/225 [==============================] - 0s 753us/step - loss: 0.3463 - accuracy: 0.8606
Epoch 106/500
225/225 [==============================] - 0s 737us/step - loss: 0.3461 - accuracy: 0.8606
Epoch 107/500
225/225 [==============================] - 0s 767us/step - loss: 0.3456 - accuracy: 0.8612
Epoch 108/500
225/225 [==============================] - 0s 798us/step - loss: 0.3456 - accuracy: 0.8597
Epoch 109/500
225/225 [==============================] - 0s 753us/step - loss: 0.3450 - accuracy: 0.8612
Epoch 110/500
225/225 [==============================] - 0s 734us/step - loss: 0.3447 - accuracy: 0.8608
Epoch 111/500
225/225 [==============================] - 0s 748us/step - loss: 0.3446 - accuracy: 0.8610
Epoch 112/500
225/225 [==============================] - 0s 758us/step - loss: 0.3443 - accuracy: 0.8600
Epoch 113/500
225/225 [==============================] - 0s 791us/step - loss: 0.3440 - accuracy: 0.8608
Epoch 114/500
225/225 [==============================] - 0s 745us/step - loss: 0.3437 - accuracy: 0.8624
Epoch 115/500
225/225 [==============================] - 0s 751us/step - loss: 0.3439 - accuracy: 0.8614
Epoch 116/500
225/225 [==============================] - 0s 729us/step - loss: 0.3432 - accuracy: 0.8612
Epoch 117/500
225/225 [==============================] - 0s 755us/step - loss: 0.3432 - accuracy: 0.8621
Epoch 118/500
225/225 [==============================] - 0s 887us/step - loss: 0.3430 - accuracy: 0.8604
Epoch 119/500
225/225 [==============================] - 0s 743us/step - loss: 0.3424 - accuracy: 0.8607
Epoch 120/500
225/225 [==============================] - 0s 778us/step - loss: 0.3429 - accuracy: 0.8607
Epoch 121/500
225/225 [==============================] - 0s 749us/step - loss: 0.3427 - accuracy: 0.8611
Epoch 122/500
225/225 [==============================] - 0s 747us/step - loss: 0.3423 - accuracy: 0.8611
Epoch 123/500
225/225 [==============================] - 0s 763us/step - loss: 0.3420 - accuracy: 0.8619
Epoch 124/500
225/225 [==============================] - 0s 749us/step - loss: 0.3420 - accuracy: 0.8619
Epoch 125/500
225/225 [==============================] - 0s 786us/step - loss: 0.3419 - accuracy: 0.8610
Epoch 126/500
225/225 [==============================] - 0s 751us/step - loss: 0.3420 - accuracy: 0.8603
Epoch 127/500
225/225 [==============================] - 0s 762us/step - loss: 0.3415 - accuracy: 0.8612
Epoch 128/500
225/225 [==============================] - 0s 760us/step - loss: 0.3414 - accuracy: 0.8612
Epoch 129/500
225/225 [==============================] - 0s 739us/step - loss: 0.3413 - accuracy: 0.8606
Epoch 130/500
225/225 [==============================] - 0s 747us/step - loss: 0.3412 - accuracy: 0.8619
Epoch 131/500
225/225 [==============================] - 0s 777us/step - loss: 0.3413 - accuracy: 0.8607
Epoch 132/500
225/225 [==============================] - 0s 731us/step - loss: 0.3407 - accuracy: 0.8619
Epoch 133/500
225/225 [==============================] - 0s 742us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 134/500
225/225 [==============================] - 0s 749us/step - loss: 0.3405 - accuracy: 0.8601
Epoch 135/500
225/225 [==============================] - 0s 760us/step - loss: 0.3403 - accuracy: 0.8610
Epoch 136/500
225/225 [==============================] - 0s 791us/step - loss: 0.3400 - accuracy: 0.8608
Epoch 137/500
225/225 [==============================] - 0s 754us/step - loss: 0.3399 - accuracy: 0.8597
Epoch 138/500
225/225 [==============================] - 0s 753us/step - loss: 0.3391 - accuracy: 0.8614
Epoch 139/500
225/225 [==============================] - 0s 734us/step - loss: 0.3393 - accuracy: 0.8624
Epoch 140/500
225/225 [==============================] - 0s 751us/step - loss: 0.3388 - accuracy: 0.8617
Epoch 141/500
225/225 [==============================] - 0s 753us/step - loss: 0.3385 - accuracy: 0.8612
Epoch 142/500
225/225 [==============================] - 0s 729us/step - loss: 0.3385 - accuracy: 0.8611
Epoch 143/500
225/225 [==============================] - 0s 800us/step - loss: 0.3385 - accuracy: 0.8617
Epoch 144/500
225/225 [==============================] - 0s 743us/step - loss: 0.3379 - accuracy: 0.8614
Epoch 145/500
225/225 [==============================] - 0s 733us/step - loss: 0.3380 - accuracy: 0.8607
Epoch 146/500
225/225 [==============================] - 0s 765us/step - loss: 0.3375 - accuracy: 0.8633
Epoch 147/500
225/225 [==============================] - 0s 749us/step - loss: 0.3373 - accuracy: 0.8624
Epoch 148/500
225/225 [==============================] - 0s 785us/step - loss: 0.3369 - accuracy: 0.8617
Epoch 149/500
225/225 [==============================] - 0s 748us/step - loss: 0.3368 - accuracy: 0.8635
Epoch 150/500
225/225 [==============================] - 0s 760us/step - loss: 0.3361 - accuracy: 0.8612
Epoch 151/500
225/225 [==============================] - 0s 731us/step - loss: 0.3361 - accuracy: 0.8639
Epoch 152/500
225/225 [==============================] - 0s 755us/step - loss: 0.3362 - accuracy: 0.8622
Epoch 153/500
225/225 [==============================] - 0s 750us/step - loss: 0.3356 - accuracy: 0.8603
Epoch 154/500
225/225 [==============================] - 0s 728us/step - loss: 0.3354 - accuracy: 0.8622
Epoch 155/500
225/225 [==============================] - 0s 787us/step - loss: 0.3353 - accuracy: 0.8628
Epoch 156/500
225/225 [==============================] - 0s 793us/step - loss: 0.3349 - accuracy: 0.8629
Epoch 157/500
225/225 [==============================] - 0s 759us/step - loss: 0.3345 - accuracy: 0.8635
Epoch 158/500
225/225 [==============================] - 0s 752us/step - loss: 0.3349 - accuracy: 0.8639
Epoch 159/500
225/225 [==============================] - 0s 750us/step - loss: 0.3346 - accuracy: 0.8612
Epoch 160/500
225/225 [==============================] - 0s 765us/step - loss: 0.3346 - accuracy: 0.8637
Epoch 161/500
225/225 [==============================] - 0s 765us/step - loss: 0.3340 - accuracy: 0.8643
Epoch 162/500
225/225 [==============================] - 0s 768us/step - loss: 0.3347 - accuracy: 0.8619
Epoch 163/500
225/225 [==============================] - 0s 779us/step - loss: 0.3342 - accuracy: 0.8639
Epoch 164/500
225/225 [==============================] - 0s 800us/step - loss: 0.3344 - accuracy: 0.8644
Epoch 165/500
225/225 [==============================] - 0s 789us/step - loss: 0.3344 - accuracy: 0.8628
Epoch 166/500
225/225 [==============================] - 0s 847us/step - loss: 0.3342 - accuracy: 0.8628
Epoch 167/500
225/225 [==============================] - 0s 760us/step - loss: 0.3338 - accuracy: 0.8625
Epoch 168/500
225/225 [==============================] - 0s 738us/step - loss: 0.3343 - accuracy: 0.8626
Epoch 169/500
225/225 [==============================] - 0s 766us/step - loss: 0.3339 - accuracy: 0.8625
Epoch 170/500
225/225 [==============================] - 0s 762us/step - loss: 0.3342 - accuracy: 0.8625
Epoch 171/500
225/225 [==============================] - 0s 880us/step - loss: 0.3343 - accuracy: 0.8622
Epoch 172/500
225/225 [==============================] - 0s 759us/step - loss: 0.3337 - accuracy: 0.8644
Epoch 173/500
225/225 [==============================] - 0s 767us/step - loss: 0.3338 - accuracy: 0.8636
Epoch 174/500
225/225 [==============================] - 0s 771us/step - loss: 0.3341 - accuracy: 0.8625
Epoch 175/500
225/225 [==============================] - 0s 759us/step - loss: 0.3340 - accuracy: 0.8632
Epoch 176/500
225/225 [==============================] - 0s 775us/step - loss: 0.3336 - accuracy: 0.8646
Epoch 177/500
225/225 [==============================] - 0s 756us/step - loss: 0.3336 - accuracy: 0.8643
Epoch 178/500
225/225 [==============================] - 0s 740us/step - loss: 0.3338 - accuracy: 0.8611
Epoch 179/500
225/225 [==============================] - 0s 755us/step - loss: 0.3341 - accuracy: 0.8618
Epoch 180/500
225/225 [==============================] - 0s 757us/step - loss: 0.3338 - accuracy: 0.8619
Epoch 181/500
225/225 [==============================] - 0s 792us/step - loss: 0.3337 - accuracy: 0.8651
Epoch 182/500
225/225 [==============================] - 0s 755us/step - loss: 0.3340 - accuracy: 0.8629
Epoch 183/500
225/225 [==============================] - 0s 802us/step - loss: 0.3336 - accuracy: 0.8661
Epoch 184/500
225/225 [==============================] - 0s 782us/step - loss: 0.3336 - accuracy: 0.8649
Epoch 185/500
225/225 [==============================] - 0s 735us/step - loss: 0.3336 - accuracy: 0.8656
Epoch 186/500
225/225 [==============================] - 0s 751us/step - loss: 0.3338 - accuracy: 0.8631
Epoch 187/500
225/225 [==============================] - 0s 759us/step - loss: 0.3337 - accuracy: 0.8653
Epoch 188/500
225/225 [==============================] - 0s 838us/step - loss: 0.3337 - accuracy: 0.8633
Epoch 189/500
225/225 [==============================] - 0s 769us/step - loss: 0.3337 - accuracy: 0.8654
Epoch 190/500
225/225 [==============================] - 0s 747us/step - loss: 0.3340 - accuracy: 0.8642
Epoch 191/500
225/225 [==============================] - 0s 749us/step - loss: 0.3331 - accuracy: 0.8637
Epoch 192/500
225/225 [==============================] - 0s 734us/step - loss: 0.3334 - accuracy: 0.8629
Epoch 193/500
225/225 [==============================] - 0s 746us/step - loss: 0.3336 - accuracy: 0.8657
Epoch 194/500
225/225 [==============================] - 0s 792us/step - loss: 0.3331 - accuracy: 0.8650
Epoch 195/500
225/225 [==============================] - 0s 738us/step - loss: 0.3335 - accuracy: 0.8649
Epoch 196/500
225/225 [==============================] - 0s 743us/step - loss: 0.3331 - accuracy: 0.8633
Epoch 197/500
225/225 [==============================] - 0s 744us/step - loss: 0.3332 - accuracy: 0.8649
Epoch 198/500
225/225 [==============================] - 0s 744us/step - loss: 0.3333 - accuracy: 0.8631
Epoch 199/500
225/225 [==============================] - 0s 752us/step - loss: 0.3338 - accuracy: 0.8654
Epoch 200/500
225/225 [==============================] - 0s 770us/step - loss: 0.3335 - accuracy: 0.8640
Epoch 201/500
225/225 [==============================] - 0s 743us/step - loss: 0.3336 - accuracy: 0.8644
Epoch 202/500
225/225 [==============================] - 0s 746us/step - loss: 0.3333 - accuracy: 0.8658
Epoch 203/500
225/225 [==============================] - 0s 745us/step - loss: 0.3333 - accuracy: 0.8642
Epoch 204/500
225/225 [==============================] - 0s 738us/step - loss: 0.3331 - accuracy: 0.8656
Epoch 205/500
225/225 [==============================] - 0s 741us/step - loss: 0.3335 - accuracy: 0.8626
Epoch 206/500
225/225 [==============================] - 0s 775us/step - loss: 0.3336 - accuracy: 0.8647
Epoch 207/500
225/225 [==============================] - 0s 773us/step - loss: 0.3334 - accuracy: 0.8647
Epoch 208/500
225/225 [==============================] - 0s 762us/step - loss: 0.3334 - accuracy: 0.8649
Epoch 209/500
225/225 [==============================] - 0s 751us/step - loss: 0.3335 - accuracy: 0.8631
Epoch 210/500
225/225 [==============================] - 0s 752us/step - loss: 0.3336 - accuracy: 0.8632
Epoch 211/500
225/225 [==============================] - 0s 755us/step - loss: 0.3330 - accuracy: 0.8651
Epoch 212/500
225/225 [==============================] - 0s 754us/step - loss: 0.3332 - accuracy: 0.8650
Epoch 213/500
225/225 [==============================] - 0s 852us/step - loss: 0.3334 - accuracy: 0.8653
Epoch 214/500
225/225 [==============================] - 0s 743us/step - loss: 0.3332 - accuracy: 0.8653
Epoch 215/500
225/225 [==============================] - 0s 744us/step - loss: 0.3333 - accuracy: 0.8635
Epoch 216/500
225/225 [==============================] - 0s 753us/step - loss: 0.3328 - accuracy: 0.8646
Epoch 217/500
225/225 [==============================] - 0s 761us/step - loss: 0.3332 - accuracy: 0.8658
Epoch 218/500
225/225 [==============================] - 0s 765us/step - loss: 0.3334 - accuracy: 0.8639
Epoch 219/500
225/225 [==============================] - 0s 798us/step - loss: 0.3333 - accuracy: 0.8646
Epoch 220/500
225/225 [==============================] - 0s 745us/step - loss: 0.3328 - accuracy: 0.8642
Epoch 221/500
225/225 [==============================] - 0s 747us/step - loss: 0.3334 - accuracy: 0.8654
Epoch 222/500
225/225 [==============================] - 0s 756us/step - loss: 0.3329 - accuracy: 0.8650
Epoch 223/500
225/225 [==============================] - 0s 760us/step - loss: 0.3324 - accuracy: 0.8656
Epoch 224/500
225/225 [==============================] - 0s 746us/step - loss: 0.3336 - accuracy: 0.8649
Epoch 225/500
225/225 [==============================] - 0s 755us/step - loss: 0.3333 - accuracy: 0.8644
Epoch 226/500
225/225 [==============================] - 0s 725us/step - loss: 0.3332 - accuracy: 0.8649
Epoch 227/500
225/225 [==============================] - 0s 741us/step - loss: 0.3330 - accuracy: 0.8629
Epoch 228/500
225/225 [==============================] - 0s 753us/step - loss: 0.3332 - accuracy: 0.8640
Epoch 229/500
225/225 [==============================] - 0s 773us/step - loss: 0.3330 - accuracy: 0.8632
Epoch 230/500
225/225 [==============================] - 0s 734us/step - loss: 0.3332 - accuracy: 0.8636
Epoch 231/500
225/225 [==============================] - 0s 753us/step - loss: 0.3333 - accuracy: 0.8657
Epoch 232/500
225/225 [==============================] - 0s 741us/step - loss: 0.3326 - accuracy: 0.8637
Epoch 233/500
225/225 [==============================] - 0s 874us/step - loss: 0.3330 - accuracy: 0.8639
Epoch 234/500
225/225 [==============================] - 0s 787us/step - loss: 0.3325 - accuracy: 0.8646
Epoch 235/500
225/225 [==============================] - 0s 751us/step - loss: 0.3336 - accuracy: 0.8654
Epoch 236/500
225/225 [==============================] - 0s 737us/step - loss: 0.3333 - accuracy: 0.8654
Epoch 237/500
225/225 [==============================] - 0s 751us/step - loss: 0.3329 - accuracy: 0.8656
Epoch 238/500
225/225 [==============================] - 0s 744us/step - loss: 0.3332 - accuracy: 0.8657
Epoch 239/500
225/225 [==============================] - 0s 738us/step - loss: 0.3333 - accuracy: 0.8662
Epoch 240/500
225/225 [==============================] - 0s 786us/step - loss: 0.3330 - accuracy: 0.8644
Epoch 241/500
225/225 [==============================] - 0s 744us/step - loss: 0.3327 - accuracy: 0.8637
Epoch 242/500
225/225 [==============================] - 0s 774us/step - loss: 0.3333 - accuracy: 0.8653
Epoch 243/500
225/225 [==============================] - 0s 727us/step - loss: 0.3330 - accuracy: 0.8654
Epoch 244/500
225/225 [==============================] - 0s 745us/step - loss: 0.3329 - accuracy: 0.8660
Epoch 245/500
225/225 [==============================] - 0s 753us/step - loss: 0.3331 - accuracy: 0.8632
Epoch 246/500
225/225 [==============================] - 0s 808us/step - loss: 0.3331 - accuracy: 0.8626
Epoch 247/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3327 - accuracy: 0.8664
Epoch 248/500
225/225 [==============================] - 0s 883us/step - loss: 0.3330 - accuracy: 0.8649
Epoch 249/500
225/225 [==============================] - 0s 819us/step - loss: 0.3327 - accuracy: 0.8647
Epoch 250/500
225/225 [==============================] - 0s 782us/step - loss: 0.3330 - accuracy: 0.8665
Epoch 251/500
225/225 [==============================] - 0s 728us/step - loss: 0.3325 - accuracy: 0.8646
Epoch 252/500
225/225 [==============================] - 0s 743us/step - loss: 0.3331 - accuracy: 0.8625
Epoch 253/500
225/225 [==============================] - 0s 752us/step - loss: 0.3328 - accuracy: 0.8661
Epoch 254/500
225/225 [==============================] - 0s 722us/step - loss: 0.3328 - accuracy: 0.8631
Epoch 255/500
225/225 [==============================] - 0s 736us/step - loss: 0.3328 - accuracy: 0.8651
Epoch 256/500
225/225 [==============================] - 0s 752us/step - loss: 0.3325 - accuracy: 0.8668
Epoch 257/500
225/225 [==============================] - 0s 799us/step - loss: 0.3326 - accuracy: 0.8647
Epoch 258/500
225/225 [==============================] - 0s 744us/step - loss: 0.3325 - accuracy: 0.8640
Epoch 259/500
225/225 [==============================] - 0s 748us/step - loss: 0.3319 - accuracy: 0.8654
Epoch 260/500
225/225 [==============================] - 0s 728us/step - loss: 0.3326 - accuracy: 0.8642
Epoch 261/500
225/225 [==============================] - 0s 761us/step - loss: 0.3326 - accuracy: 0.8629
Epoch 262/500
225/225 [==============================] - 0s 749us/step - loss: 0.3325 - accuracy: 0.8651
Epoch 263/500
225/225 [==============================] - 0s 726us/step - loss: 0.3320 - accuracy: 0.8654
Epoch 264/500
225/225 [==============================] - 0s 766us/step - loss: 0.3323 - accuracy: 0.8651
Epoch 265/500
225/225 [==============================] - 0s 745us/step - loss: 0.3319 - accuracy: 0.8658
Epoch 266/500
225/225 [==============================] - 0s 752us/step - loss: 0.3311 - accuracy: 0.8669
Epoch 267/500
225/225 [==============================] - 0s 732us/step - loss: 0.3320 - accuracy: 0.8668
Epoch 268/500
225/225 [==============================] - 0s 754us/step - loss: 0.3316 - accuracy: 0.8667
Epoch 269/500
225/225 [==============================] - 0s 754us/step - loss: 0.3318 - accuracy: 0.8631
Epoch 270/500
225/225 [==============================] - 0s 751us/step - loss: 0.3320 - accuracy: 0.8653
Epoch 271/500
225/225 [==============================] - 0s 767us/step - loss: 0.3319 - accuracy: 0.8647
Epoch 272/500
225/225 [==============================] - 0s 736us/step - loss: 0.3317 - accuracy: 0.8664
Epoch 273/500
225/225 [==============================] - 0s 736us/step - loss: 0.3317 - accuracy: 0.8658
Epoch 274/500
225/225 [==============================] - 0s 788us/step - loss: 0.3314 - accuracy: 0.8647
Epoch 275/500
225/225 [==============================] - 0s 753us/step - loss: 0.3314 - accuracy: 0.8654
Epoch 276/500
225/225 [==============================] - 0s 726us/step - loss: 0.3314 - accuracy: 0.8650
Epoch 277/500
225/225 [==============================] - 0s 746us/step - loss: 0.3313 - accuracy: 0.8662
Epoch 278/500
225/225 [==============================] - 0s 751us/step - loss: 0.3310 - accuracy: 0.8654
Epoch 279/500
225/225 [==============================] - 0s 728us/step - loss: 0.3313 - accuracy: 0.8656
Epoch 280/500
225/225 [==============================] - 0s 798us/step - loss: 0.3306 - accuracy: 0.8649
Epoch 281/500
225/225 [==============================] - 0s 747us/step - loss: 0.3306 - accuracy: 0.8629
Epoch 282/500
225/225 [==============================] - 0s 734us/step - loss: 0.3305 - accuracy: 0.8640
Epoch 283/500
225/225 [==============================] - 0s 755us/step - loss: 0.3307 - accuracy: 0.8654
Epoch 284/500
225/225 [==============================] - 0s 743us/step - loss: 0.3302 - accuracy: 0.8667
Epoch 285/500
225/225 [==============================] - 0s 735us/step - loss: 0.3305 - accuracy: 0.8650
Epoch 286/500
225/225 [==============================] - 0s 789us/step - loss: 0.3302 - accuracy: 0.8658
Epoch 287/500
225/225 [==============================] - 0s 764us/step - loss: 0.3297 - accuracy: 0.8653
Epoch 288/500
225/225 [==============================] - 0s 741us/step - loss: 0.3300 - accuracy: 0.8660
Epoch 289/500
225/225 [==============================] - 0s 738us/step - loss: 0.3297 - accuracy: 0.8674
Epoch 290/500
225/225 [==============================] - 0s 793us/step - loss: 0.3302 - accuracy: 0.8651
Epoch 291/500
225/225 [==============================] - 0s 753us/step - loss: 0.3301 - accuracy: 0.8661
Epoch 292/500
225/225 [==============================] - 0s 760us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 293/500
225/225 [==============================] - 0s 769us/step - loss: 0.3297 - accuracy: 0.8664
Epoch 294/500
225/225 [==============================] - 0s 758us/step - loss: 0.3296 - accuracy: 0.8664
Epoch 295/500
225/225 [==============================] - 0s 749us/step - loss: 0.3292 - accuracy: 0.8667
Epoch 296/500
225/225 [==============================] - 0s 764us/step - loss: 0.3293 - accuracy: 0.8676
Epoch 297/500
225/225 [==============================] - 0s 831us/step - loss: 0.3289 - accuracy: 0.8656
Epoch 298/500
225/225 [==============================] - 0s 752us/step - loss: 0.3295 - accuracy: 0.8658
Epoch 299/500
225/225 [==============================] - 0s 735us/step - loss: 0.3292 - accuracy: 0.8653
Epoch 300/500
225/225 [==============================] - 0s 753us/step - loss: 0.3293 - accuracy: 0.8675
Epoch 301/500
225/225 [==============================] - 0s 750us/step - loss: 0.3288 - accuracy: 0.8661
Epoch 302/500
225/225 [==============================] - 0s 737us/step - loss: 0.3292 - accuracy: 0.8671
Epoch 303/500
225/225 [==============================] - 0s 763us/step - loss: 0.3291 - accuracy: 0.8674
Epoch 304/500
225/225 [==============================] - 0s 802us/step - loss: 0.3288 - accuracy: 0.8657
Epoch 305/500
225/225 [==============================] - 0s 735us/step - loss: 0.3291 - accuracy: 0.8639
Epoch 306/500
225/225 [==============================] - 0s 758us/step - loss: 0.3288 - accuracy: 0.8678
Epoch 307/500
225/225 [==============================] - 0s 753us/step - loss: 0.3291 - accuracy: 0.8643
Epoch 308/500
225/225 [==============================] - 0s 733us/step - loss: 0.3289 - accuracy: 0.8668
Epoch 309/500
225/225 [==============================] - 0s 763us/step - loss: 0.3290 - accuracy: 0.8660
Epoch 310/500
225/225 [==============================] - 0s 748us/step - loss: 0.3288 - accuracy: 0.8660
Epoch 311/500
225/225 [==============================] - 0s 731us/step - loss: 0.3283 - accuracy: 0.8681
Epoch 312/500
225/225 [==============================] - 0s 747us/step - loss: 0.3290 - accuracy: 0.8667
Epoch 313/500
225/225 [==============================] - 0s 747us/step - loss: 0.3285 - accuracy: 0.8650
Epoch 314/500
225/225 [==============================] - 0s 786us/step - loss: 0.3285 - accuracy: 0.8672
Epoch 315/500
225/225 [==============================] - 0s 770us/step - loss: 0.3284 - accuracy: 0.8656
Epoch 316/500
225/225 [==============================] - 0s 743us/step - loss: 0.3288 - accuracy: 0.8656
Epoch 317/500
225/225 [==============================] - 0s 743us/step - loss: 0.3286 - accuracy: 0.8650
Epoch 318/500
225/225 [==============================] - 0s 743us/step - loss: 0.3284 - accuracy: 0.8664
Epoch 319/500
225/225 [==============================] - 0s 745us/step - loss: 0.3279 - accuracy: 0.8665
Epoch 320/500
225/225 [==============================] - 0s 745us/step - loss: 0.3280 - accuracy: 0.8662
Epoch 321/500
225/225 [==============================] - 0s 787us/step - loss: 0.3281 - accuracy: 0.8672
Epoch 322/500
225/225 [==============================] - 0s 767us/step - loss: 0.3286 - accuracy: 0.8657
Epoch 323/500
225/225 [==============================] - 0s 742us/step - loss: 0.3285 - accuracy: 0.8668
Epoch 324/500
225/225 [==============================] - 0s 737us/step - loss: 0.3283 - accuracy: 0.8668
Epoch 325/500
225/225 [==============================] - 0s 747us/step - loss: 0.3282 - accuracy: 0.8664
Epoch 326/500
225/225 [==============================] - 0s 745us/step - loss: 0.3281 - accuracy: 0.8658
Epoch 327/500
225/225 [==============================] - 0s 782us/step - loss: 0.3280 - accuracy: 0.8661
Epoch 328/500
225/225 [==============================] - 0s 755us/step - loss: 0.3280 - accuracy: 0.8665
Epoch 329/500
225/225 [==============================] - 0s 745us/step - loss: 0.3282 - accuracy: 0.8661
Epoch 330/500
225/225 [==============================] - 0s 754us/step - loss: 0.3278 - accuracy: 0.8668
Epoch 331/500
225/225 [==============================] - 0s 728us/step - loss: 0.3280 - accuracy: 0.8651
Epoch 332/500
225/225 [==============================] - 0s 792us/step - loss: 0.3276 - accuracy: 0.8656
Epoch 333/500
225/225 [==============================] - 0s 763us/step - loss: 0.3279 - accuracy: 0.8656
Epoch 334/500
225/225 [==============================] - 0s 730us/step - loss: 0.3279 - accuracy: 0.8668
Epoch 335/500
225/225 [==============================] - 0s 748us/step - loss: 0.3276 - accuracy: 0.8649
Epoch 336/500
225/225 [==============================] - 0s 742us/step - loss: 0.3277 - accuracy: 0.8647
Epoch 337/500
225/225 [==============================] - 0s 732us/step - loss: 0.3281 - accuracy: 0.8665
Epoch 338/500
225/225 [==============================] - 0s 746us/step - loss: 0.3274 - accuracy: 0.8664
Epoch 339/500
225/225 [==============================] - 0s 775us/step - loss: 0.3280 - accuracy: 0.8674
Epoch 340/500
225/225 [==============================] - 0s 732us/step - loss: 0.3274 - accuracy: 0.8654
Epoch 341/500
225/225 [==============================] - 0s 751us/step - loss: 0.3277 - accuracy: 0.8668
Epoch 342/500
225/225 [==============================] - 0s 749us/step - loss: 0.3278 - accuracy: 0.8678
Epoch 343/500
225/225 [==============================] - 0s 734us/step - loss: 0.3274 - accuracy: 0.8672
Epoch 344/500
225/225 [==============================] - 0s 800us/step - loss: 0.3274 - accuracy: 0.8678
Epoch 345/500
225/225 [==============================] - 0s 750us/step - loss: 0.3275 - accuracy: 0.8682
Epoch 346/500
225/225 [==============================] - 0s 736us/step - loss: 0.3276 - accuracy: 0.8647
Epoch 347/500
225/225 [==============================] - 0s 745us/step - loss: 0.3275 - accuracy: 0.8665
Epoch 348/500
225/225 [==============================] - 0s 745us/step - loss: 0.3274 - accuracy: 0.8661
Epoch 349/500
225/225 [==============================] - 0s 743us/step - loss: 0.3273 - accuracy: 0.8667
Epoch 350/500
225/225 [==============================] - 0s 777us/step - loss: 0.3272 - accuracy: 0.8662
Epoch 351/500
225/225 [==============================] - 0s 746us/step - loss: 0.3275 - accuracy: 0.8674
Epoch 352/500
225/225 [==============================] - 0s 739us/step - loss: 0.3273 - accuracy: 0.8661
Epoch 353/500
225/225 [==============================] - 0s 740us/step - loss: 0.3270 - accuracy: 0.8668
Epoch 354/500
225/225 [==============================] - 0s 748us/step - loss: 0.3275 - accuracy: 0.8669
Epoch 355/500
225/225 [==============================] - 0s 739us/step - loss: 0.3273 - accuracy: 0.8668
Epoch 356/500
225/225 [==============================] - 0s 809us/step - loss: 0.3272 - accuracy: 0.8675
Epoch 357/500
225/225 [==============================] - 0s 768us/step - loss: 0.3267 - accuracy: 0.8654
Epoch 358/500
225/225 [==============================] - 0s 749us/step - loss: 0.3276 - accuracy: 0.8676
Epoch 359/500
225/225 [==============================] - 0s 733us/step - loss: 0.3270 - accuracy: 0.8669
Epoch 360/500
225/225 [==============================] - 0s 744us/step - loss: 0.3268 - accuracy: 0.8678
Epoch 361/500
225/225 [==============================] - 0s 730us/step - loss: 0.3271 - accuracy: 0.8678
Epoch 362/500
225/225 [==============================] - 0s 790us/step - loss: 0.3269 - accuracy: 0.8674
Epoch 363/500
225/225 [==============================] - 0s 845us/step - loss: 0.3268 - accuracy: 0.8682
Epoch 364/500
225/225 [==============================] - 0s 746us/step - loss: 0.3267 - accuracy: 0.8661
Epoch 365/500
225/225 [==============================] - 0s 745us/step - loss: 0.3271 - accuracy: 0.8662
Epoch 366/500
225/225 [==============================] - 0s 742us/step - loss: 0.3267 - accuracy: 0.8662
Epoch 367/500
225/225 [==============================] - 0s 796us/step - loss: 0.3271 - accuracy: 0.8668
Epoch 368/500
225/225 [==============================] - 0s 754us/step - loss: 0.3269 - accuracy: 0.8665
Epoch 369/500
225/225 [==============================] - 0s 754us/step - loss: 0.3271 - accuracy: 0.8676
Epoch 370/500
225/225 [==============================] - 0s 742us/step - loss: 0.3265 - accuracy: 0.8678
Epoch 371/500
225/225 [==============================] - 0s 759us/step - loss: 0.3264 - accuracy: 0.8675
Epoch 372/500
225/225 [==============================] - 0s 732us/step - loss: 0.3269 - accuracy: 0.8671
Epoch 373/500
225/225 [==============================] - 0s 758us/step - loss: 0.3267 - accuracy: 0.8687
Epoch 374/500
225/225 [==============================] - 0s 748us/step - loss: 0.3269 - accuracy: 0.8676
Epoch 375/500
225/225 [==============================] - 0s 735us/step - loss: 0.3264 - accuracy: 0.8672
Epoch 376/500
225/225 [==============================] - 0s 746us/step - loss: 0.3264 - accuracy: 0.8665
Epoch 377/500
225/225 [==============================] - 0s 748us/step - loss: 0.3264 - accuracy: 0.8656
Epoch 378/500
225/225 [==============================] - 0s 732us/step - loss: 0.3270 - accuracy: 0.8665
Epoch 379/500
225/225 [==============================] - 0s 784us/step - loss: 0.3264 - accuracy: 0.8681
Epoch 380/500
225/225 [==============================] - 0s 756us/step - loss: 0.3268 - accuracy: 0.8682
Epoch 381/500
225/225 [==============================] - 0s 755us/step - loss: 0.3259 - accuracy: 0.8676
Epoch 382/500
225/225 [==============================] - 0s 742us/step - loss: 0.3264 - accuracy: 0.8661
Epoch 383/500
225/225 [==============================] - 0s 752us/step - loss: 0.3262 - accuracy: 0.8671
Epoch 384/500
225/225 [==============================] - 0s 727us/step - loss: 0.3266 - accuracy: 0.8672
Epoch 385/500
225/225 [==============================] - 0s 864us/step - loss: 0.3267 - accuracy: 0.8681
Epoch 386/500
225/225 [==============================] - 0s 743us/step - loss: 0.3266 - accuracy: 0.8669
Epoch 387/500
225/225 [==============================] - 0s 730us/step - loss: 0.3262 - accuracy: 0.8687
Epoch 388/500
225/225 [==============================] - 0s 737us/step - loss: 0.3265 - accuracy: 0.8658
Epoch 389/500
225/225 [==============================] - 0s 743us/step - loss: 0.3264 - accuracy: 0.8678
Epoch 390/500
225/225 [==============================] - 0s 742us/step - loss: 0.3265 - accuracy: 0.8669
Epoch 391/500
225/225 [==============================] - 0s 747us/step - loss: 0.3266 - accuracy: 0.8656
Epoch 392/500
225/225 [==============================] - 0s 745us/step - loss: 0.3264 - accuracy: 0.8686
Epoch 393/500
225/225 [==============================] - 0s 801us/step - loss: 0.3265 - accuracy: 0.8665
Epoch 394/500
225/225 [==============================] - 0s 964us/step - loss: 0.3265 - accuracy: 0.8674
Epoch 395/500
225/225 [==============================] - 0s 739us/step - loss: 0.3264 - accuracy: 0.8662
Epoch 396/500
225/225 [==============================] - 0s 770us/step - loss: 0.3267 - accuracy: 0.8686
Epoch 397/500
225/225 [==============================] - 0s 752us/step - loss: 0.3261 - accuracy: 0.8662
Epoch 398/500
225/225 [==============================] - 0s 730us/step - loss: 0.3264 - accuracy: 0.8661
Epoch 399/500
225/225 [==============================] - 0s 739us/step - loss: 0.3263 - accuracy: 0.8657
Epoch 400/500
225/225 [==============================] - 0s 761us/step - loss: 0.3263 - accuracy: 0.8679
Epoch 401/500
225/225 [==============================] - 0s 742us/step - loss: 0.3266 - accuracy: 0.8676
Epoch 402/500
225/225 [==============================] - 0s 772us/step - loss: 0.3263 - accuracy: 0.8678
Epoch 403/500
225/225 [==============================] - 0s 755us/step - loss: 0.3264 - accuracy: 0.8668
Epoch 404/500
225/225 [==============================] - 0s 737us/step - loss: 0.3263 - accuracy: 0.8667
Epoch 405/500
225/225 [==============================] - 0s 743us/step - loss: 0.3261 - accuracy: 0.8678
Epoch 406/500
225/225 [==============================] - 0s 753us/step - loss: 0.3261 - accuracy: 0.8668
Epoch 407/500
225/225 [==============================] - 0s 732us/step - loss: 0.3264 - accuracy: 0.8672
Epoch 408/500
225/225 [==============================] - 0s 785us/step - loss: 0.3262 - accuracy: 0.8682
Epoch 409/500
225/225 [==============================] - 0s 755us/step - loss: 0.3262 - accuracy: 0.8674
Epoch 410/500
225/225 [==============================] - 0s 734us/step - loss: 0.3260 - accuracy: 0.8664
Epoch 411/500
225/225 [==============================] - 0s 740us/step - loss: 0.3257 - accuracy: 0.8690
Epoch 412/500
225/225 [==============================] - 0s 753us/step - loss: 0.3264 - accuracy: 0.8679
Epoch 413/500
225/225 [==============================] - 0s 735us/step - loss: 0.3261 - accuracy: 0.8658
Epoch 414/500
225/225 [==============================] - 0s 764us/step - loss: 0.3263 - accuracy: 0.8662
Epoch 415/500
225/225 [==============================] - 0s 767us/step - loss: 0.3257 - accuracy: 0.8686
Epoch 416/500
225/225 [==============================] - 0s 743us/step - loss: 0.3264 - accuracy: 0.8665
Epoch 417/500
225/225 [==============================] - 0s 732us/step - loss: 0.3261 - accuracy: 0.8676
Epoch 418/500
225/225 [==============================] - 0s 751us/step - loss: 0.3260 - accuracy: 0.8679
Epoch 419/500
225/225 [==============================] - 0s 745us/step - loss: 0.3258 - accuracy: 0.8671
Epoch 420/500
225/225 [==============================] - 0s 769us/step - loss: 0.3260 - accuracy: 0.8669
Epoch 421/500
225/225 [==============================] - 0s 746us/step - loss: 0.3262 - accuracy: 0.8674
Epoch 422/500
225/225 [==============================] - 0s 734us/step - loss: 0.3260 - accuracy: 0.8672
Epoch 423/500
225/225 [==============================] - 0s 747us/step - loss: 0.3257 - accuracy: 0.8672
Epoch 424/500
225/225 [==============================] - 0s 800us/step - loss: 0.3257 - accuracy: 0.8678
Epoch 425/500
225/225 [==============================] - 0s 743us/step - loss: 0.3258 - accuracy: 0.8681
Epoch 426/500
225/225 [==============================] - 0s 733us/step - loss: 0.3260 - accuracy: 0.8665
Epoch 427/500
225/225 [==============================] - 0s 735us/step - loss: 0.3260 - accuracy: 0.8678
Epoch 428/500
225/225 [==============================] - 0s 729us/step - loss: 0.3258 - accuracy: 0.8665
Epoch 429/500
225/225 [==============================] - 0s 733us/step - loss: 0.3251 - accuracy: 0.8681
Epoch 430/500
225/225 [==============================] - 0s 733us/step - loss: 0.3252 - accuracy: 0.8668
Epoch 431/500
225/225 [==============================] - 0s 743us/step - loss: 0.3260 - accuracy: 0.8668
Epoch 432/500
225/225 [==============================] - 0s 774us/step - loss: 0.3258 - accuracy: 0.8676
Epoch 433/500
225/225 [==============================] - 0s 728us/step - loss: 0.3256 - accuracy: 0.8678
Epoch 434/500
225/225 [==============================] - 0s 735us/step - loss: 0.3256 - accuracy: 0.8678
Epoch 435/500
225/225 [==============================] - 0s 738us/step - loss: 0.3254 - accuracy: 0.8678
Epoch 436/500
225/225 [==============================] - 0s 830us/step - loss: 0.3251 - accuracy: 0.8679
Epoch 437/500
225/225 [==============================] - 0s 748us/step - loss: 0.3257 - accuracy: 0.8668
Epoch 438/500
225/225 [==============================] - 0s 732us/step - loss: 0.3254 - accuracy: 0.8664
Epoch 439/500
225/225 [==============================] - 0s 756us/step - loss: 0.3257 - accuracy: 0.8690
Epoch 440/500
225/225 [==============================] - 0s 728us/step - loss: 0.3255 - accuracy: 0.8662
Epoch 441/500
225/225 [==============================] - 0s 740us/step - loss: 0.3253 - accuracy: 0.8664
Epoch 442/500
225/225 [==============================] - 0s 743us/step - loss: 0.3257 - accuracy: 0.8686
Epoch 443/500
225/225 [==============================] - 0s 753us/step - loss: 0.3253 - accuracy: 0.8676
Epoch 444/500
225/225 [==============================] - 0s 739us/step - loss: 0.3258 - accuracy: 0.8675
Epoch 445/500
225/225 [==============================] - 0s 731us/step - loss: 0.3257 - accuracy: 0.8682
Epoch 446/500
225/225 [==============================] - 0s 732us/step - loss: 0.3252 - accuracy: 0.8668
Epoch 447/500
225/225 [==============================] - 0s 737us/step - loss: 0.3255 - accuracy: 0.8679
Epoch 448/500
225/225 [==============================] - 0s 731us/step - loss: 0.3252 - accuracy: 0.8664
Epoch 449/500
225/225 [==============================] - 0s 767us/step - loss: 0.3252 - accuracy: 0.8664
Epoch 450/500
225/225 [==============================] - 0s 735us/step - loss: 0.3255 - accuracy: 0.8665
Epoch 451/500
225/225 [==============================] - 0s 730us/step - loss: 0.3253 - accuracy: 0.8682
Epoch 452/500
225/225 [==============================] - 0s 734us/step - loss: 0.3252 - accuracy: 0.8690
Epoch 453/500
225/225 [==============================] - 0s 743us/step - loss: 0.3252 - accuracy: 0.8693
Epoch 454/500
225/225 [==============================] - 0s 728us/step - loss: 0.3248 - accuracy: 0.8679
Epoch 455/500
225/225 [==============================] - 0s 777us/step - loss: 0.3257 - accuracy: 0.8656
Epoch 456/500
225/225 [==============================] - 0s 742us/step - loss: 0.3253 - accuracy: 0.8669
Epoch 457/500
225/225 [==============================] - 0s 732us/step - loss: 0.3253 - accuracy: 0.8676
Epoch 458/500
225/225 [==============================] - 0s 733us/step - loss: 0.3256 - accuracy: 0.8682
Epoch 459/500
225/225 [==============================] - 0s 744us/step - loss: 0.3253 - accuracy: 0.8669
Epoch 460/500
225/225 [==============================] - 0s 757us/step - loss: 0.3252 - accuracy: 0.8672
Epoch 461/500
225/225 [==============================] - 0s 747us/step - loss: 0.3254 - accuracy: 0.8671
Epoch 462/500
225/225 [==============================] - 0s 735us/step - loss: 0.3255 - accuracy: 0.8654
Epoch 463/500
225/225 [==============================] - 0s 731us/step - loss: 0.3253 - accuracy: 0.8667
Epoch 464/500
225/225 [==============================] - 0s 726us/step - loss: 0.3249 - accuracy: 0.8686
Epoch 465/500
225/225 [==============================] - 0s 750us/step - loss: 0.3251 - accuracy: 0.8665
Epoch 466/500
225/225 [==============================] - 0s 743us/step - loss: 0.3254 - accuracy: 0.8676
Epoch 467/500
225/225 [==============================] - 0s 768us/step - loss: 0.3252 - accuracy: 0.8690
Epoch 468/500
225/225 [==============================] - 0s 740us/step - loss: 0.3255 - accuracy: 0.8679
Epoch 469/500
225/225 [==============================] - 0s 730us/step - loss: 0.3251 - accuracy: 0.8665
Epoch 470/500
225/225 [==============================] - 0s 734us/step - loss: 0.3251 - accuracy: 0.8662
Epoch 471/500
225/225 [==============================] - 0s 781us/step - loss: 0.3253 - accuracy: 0.8672
Epoch 472/500
225/225 [==============================] - 0s 814us/step - loss: 0.3247 - accuracy: 0.8668
Epoch 473/500
225/225 [==============================] - 0s 816us/step - loss: 0.3253 - accuracy: 0.8671
Epoch 474/500
225/225 [==============================] - 0s 828us/step - loss: 0.3244 - accuracy: 0.8669
Epoch 475/500
225/225 [==============================] - 0s 815us/step - loss: 0.3253 - accuracy: 0.8674
Epoch 476/500
225/225 [==============================] - 0s 789us/step - loss: 0.3251 - accuracy: 0.8681
Epoch 477/500
225/225 [==============================] - 0s 740us/step - loss: 0.3251 - accuracy: 0.8679
Epoch 478/500
225/225 [==============================] - 0s 760us/step - loss: 0.3247 - accuracy: 0.8662
Epoch 479/500
225/225 [==============================] - 0s 731us/step - loss: 0.3248 - accuracy: 0.8685
Epoch 480/500
225/225 [==============================] - 0s 737us/step - loss: 0.3247 - accuracy: 0.8676
Epoch 481/500
225/225 [==============================] - 0s 733us/step - loss: 0.3250 - accuracy: 0.8682
Epoch 482/500
225/225 [==============================] - 0s 734us/step - loss: 0.3250 - accuracy: 0.8679
Epoch 483/500
225/225 [==============================] - 0s 732us/step - loss: 0.3248 - accuracy: 0.8671
Epoch 484/500
225/225 [==============================] - 0s 785us/step - loss: 0.3250 - accuracy: 0.8689
Epoch 485/500
225/225 [==============================] - 0s 730us/step - loss: 0.3249 - accuracy: 0.8667
Epoch 486/500
225/225 [==============================] - 0s 736us/step - loss: 0.3248 - accuracy: 0.8692
Epoch 487/500
225/225 [==============================] - 0s 737us/step - loss: 0.3252 - accuracy: 0.8679
Epoch 488/500
225/225 [==============================] - 0s 735us/step - loss: 0.3247 - accuracy: 0.8692
Epoch 489/500
225/225 [==============================] - 0s 739us/step - loss: 0.3250 - accuracy: 0.8676
Epoch 490/500
225/225 [==============================] - 0s 774us/step - loss: 0.3246 - accuracy: 0.8672
Epoch 491/500
225/225 [==============================] - 0s 844us/step - loss: 0.3247 - accuracy: 0.8681
Epoch 492/500
225/225 [==============================] - 0s 754us/step - loss: 0.3248 - accuracy: 0.8672
Epoch 493/500
225/225 [==============================] - 0s 730us/step - loss: 0.3251 - accuracy: 0.8675
Epoch 494/500
225/225 [==============================] - 0s 755us/step - loss: 0.3247 - accuracy: 0.8678
Epoch 495/500
225/225 [==============================] - 0s 771us/step - loss: 0.3252 - accuracy: 0.8683
Epoch 496/500
225/225 [==============================] - 0s 766us/step - loss: 0.3249 - accuracy: 0.8683
Epoch 497/500
225/225 [==============================] - 0s 757us/step - loss: 0.3247 - accuracy: 0.8671
Epoch 498/500
225/225 [==============================] - 0s 754us/step - loss: 0.3244 - accuracy: 0.8667
Epoch 499/500
225/225 [==============================] - 0s 726us/step - loss: 0.3250 - accuracy: 0.8672
Epoch 500/500
225/225 [==============================] - 0s 744us/step - loss: 0.3244 - accuracy: 0.8685
Epoch 1/500
225/225 [==============================] - 0s 752us/step - loss: 0.6230 - accuracy: 0.7949
Epoch 2/500
225/225 [==============================] - 0s 774us/step - loss: 0.5499 - accuracy: 0.7964
Epoch 3/500
225/225 [==============================] - 0s 762us/step - loss: 0.5235 - accuracy: 0.7964
Epoch 4/500
225/225 [==============================] - 0s 770us/step - loss: 0.5131 - accuracy: 0.7964
Epoch 5/500
225/225 [==============================] - 0s 814us/step - loss: 0.5088 - accuracy: 0.7964
Epoch 6/500
225/225 [==============================] - 0s 796us/step - loss: 0.5070 - accuracy: 0.7964
Epoch 7/500
225/225 [==============================] - 0s 759us/step - loss: 0.5061 - accuracy: 0.7964
Epoch 8/500
225/225 [==============================] - 0s 777us/step - loss: 0.5058 - accuracy: 0.7964
Epoch 9/500
225/225 [==============================] - 0s 781us/step - loss: 0.5056 - accuracy: 0.7964
Epoch 10/500
225/225 [==============================] - 0s 784us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 11/500
225/225 [==============================] - 0s 827us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 12/500
225/225 [==============================] - 0s 767us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 13/500
225/225 [==============================] - 0s 780us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 14/500
225/225 [==============================] - 0s 799us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 15/500
225/225 [==============================] - 0s 885us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 16/500
225/225 [==============================] - 0s 829us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 17/500
225/225 [==============================] - 0s 834us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 18/500
225/225 [==============================] - 0s 916us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 19/500
225/225 [==============================] - 0s 830us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 20/500
225/225 [==============================] - 0s 745us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 21/500
225/225 [==============================] - 0s 753us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 22/500
225/225 [==============================] - 0s 735us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 23/500
225/225 [==============================] - 0s 735us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 24/500
225/225 [==============================] - 0s 743us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 25/500
225/225 [==============================] - 0s 714us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 26/500
225/225 [==============================] - 0s 748us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 27/500
225/225 [==============================] - 0s 809us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 28/500
225/225 [==============================] - 0s 759us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 29/500
225/225 [==============================] - 0s 719us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 30/500
225/225 [==============================] - 0s 744us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 31/500
225/225 [==============================] - 0s 738us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 32/500
225/225 [==============================] - 0s 715us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 33/500
225/225 [==============================] - 0s 908us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 34/500
225/225 [==============================] - 0s 721us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 35/500
225/225 [==============================] - 0s 725us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 36/500
225/225 [==============================] - 0s 751us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 37/500
225/225 [==============================] - 0s 739us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 38/500
225/225 [==============================] - 0s 719us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 39/500
225/225 [==============================] - 0s 778us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 40/500
225/225 [==============================] - 0s 744us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 41/500
225/225 [==============================] - 0s 726us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 42/500
225/225 [==============================] - 0s 742us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 43/500
225/225 [==============================] - 0s 742us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 44/500
225/225 [==============================] - 0s 725us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 45/500
225/225 [==============================] - 0s 766us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 46/500
225/225 [==============================] - 0s 747us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 47/500
225/225 [==============================] - 0s 720us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 48/500
225/225 [==============================] - 0s 752us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 49/500
225/225 [==============================] - 0s 745us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 50/500
225/225 [==============================] - 0s 731us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 51/500
225/225 [==============================] - 0s 764us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 52/500
225/225 [==============================] - 0s 764us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 53/500
225/225 [==============================] - 0s 743us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 54/500
225/225 [==============================] - 0s 731us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 55/500
225/225 [==============================] - 0s 739us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 56/500
225/225 [==============================] - 0s 749us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 57/500
225/225 [==============================] - 0s 744us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 58/500
225/225 [==============================] - 0s 739us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 59/500
225/225 [==============================] - 0s 748us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 60/500
225/225 [==============================] - 0s 731us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 61/500
225/225 [==============================] - 0s 735us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 62/500
225/225 [==============================] - 0s 772us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 63/500
225/225 [==============================] - 0s 722us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 64/500
225/225 [==============================] - 0s 748us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 65/500
225/225 [==============================] - 0s 791us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 66/500
225/225 [==============================] - 0s 732us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 67/500
225/225 [==============================] - 0s 736us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 68/500
225/225 [==============================] - 0s 750us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 69/500
225/225 [==============================] - 0s 744us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 70/500
225/225 [==============================] - 0s 737us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 71/500
225/225 [==============================] - 0s 762us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 72/500
225/225 [==============================] - 0s 721us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 73/500
225/225 [==============================] - 0s 752us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 74/500
225/225 [==============================] - 0s 764us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 75/500
225/225 [==============================] - 0s 726us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 76/500
225/225 [==============================] - 0s 740us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 77/500
225/225 [==============================] - 0s 750us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 78/500
225/225 [==============================] - 0s 727us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 79/500
225/225 [==============================] - 0s 753us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 80/500
225/225 [==============================] - 0s 767us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 81/500
225/225 [==============================] - 0s 740us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 82/500
225/225 [==============================] - 0s 737us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 83/500
225/225 [==============================] - 0s 760us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 84/500
225/225 [==============================] - 0s 740us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 85/500
225/225 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 86/500
225/225 [==============================] - 0s 767us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 87/500
225/225 [==============================] - 0s 785us/step - loss: 0.5046 - accuracy: 0.7964
Epoch 88/500
225/225 [==============================] - 0s 728us/step - loss: 0.5045 - accuracy: 0.7964
Epoch 89/500
225/225 [==============================] - 0s 750us/step - loss: 0.5043 - accuracy: 0.7964
Epoch 90/500
225/225 [==============================] - 0s 740us/step - loss: 0.5042 - accuracy: 0.7964
Epoch 91/500
225/225 [==============================] - 0s 726us/step - loss: 0.5040 - accuracy: 0.7964
Epoch 92/500
225/225 [==============================] - 0s 775us/step - loss: 0.5038 - accuracy: 0.7964
Epoch 93/500
225/225 [==============================] - 0s 740us/step - loss: 0.5035 - accuracy: 0.7964
Epoch 94/500
225/225 [==============================] - 0s 726us/step - loss: 0.5032 - accuracy: 0.7964
Epoch 95/500
225/225 [==============================] - 0s 756us/step - loss: 0.5028 - accuracy: 0.7964
Epoch 96/500
225/225 [==============================] - 0s 738us/step - loss: 0.5023 - accuracy: 0.7964
Epoch 97/500
225/225 [==============================] - 0s 728us/step - loss: 0.5017 - accuracy: 0.7964
Epoch 98/500
225/225 [==============================] - 0s 786us/step - loss: 0.5009 - accuracy: 0.7964
Epoch 99/500
225/225 [==============================] - 0s 740us/step - loss: 0.4999 - accuracy: 0.7964
Epoch 100/500
225/225 [==============================] - 0s 718us/step - loss: 0.4986 - accuracy: 0.7964
Epoch 101/500
225/225 [==============================] - 0s 742us/step - loss: 0.4970 - accuracy: 0.7964
Epoch 102/500
225/225 [==============================] - 0s 741us/step - loss: 0.4949 - accuracy: 0.7964
Epoch 103/500
225/225 [==============================] - 0s 722us/step - loss: 0.4922 - accuracy: 0.7964
Epoch 104/500
225/225 [==============================] - 0s 805us/step - loss: 0.4888 - accuracy: 0.7964
Epoch 105/500
225/225 [==============================] - 0s 740us/step - loss: 0.4845 - accuracy: 0.7964
Epoch 106/500
225/225 [==============================] - 0s 732us/step - loss: 0.4791 - accuracy: 0.7964
Epoch 107/500
225/225 [==============================] - 0s 736us/step - loss: 0.4729 - accuracy: 0.7964
Epoch 108/500
225/225 [==============================] - 0s 739us/step - loss: 0.4659 - accuracy: 0.7964
Epoch 109/500
225/225 [==============================] - 0s 753us/step - loss: 0.4587 - accuracy: 0.7964
Epoch 110/500
225/225 [==============================] - 0s 822us/step - loss: 0.4516 - accuracy: 0.7964
Epoch 111/500
225/225 [==============================] - 0s 760us/step - loss: 0.4453 - accuracy: 0.7964
Epoch 112/500
225/225 [==============================] - 0s 724us/step - loss: 0.4400 - accuracy: 0.7964
Epoch 113/500
225/225 [==============================] - 0s 752us/step - loss: 0.4357 - accuracy: 0.7964
Epoch 114/500
225/225 [==============================] - 0s 751us/step - loss: 0.4324 - accuracy: 0.7964
Epoch 115/500
225/225 [==============================] - 0s 728us/step - loss: 0.4299 - accuracy: 0.7964
Epoch 116/500
225/225 [==============================] - 0s 845us/step - loss: 0.4279 - accuracy: 0.7976
Epoch 117/500
225/225 [==============================] - 0s 749us/step - loss: 0.4261 - accuracy: 0.8011
Epoch 118/500
225/225 [==============================] - 0s 737us/step - loss: 0.4243 - accuracy: 0.8074
Epoch 119/500
225/225 [==============================] - 0s 740us/step - loss: 0.4222 - accuracy: 0.8149
Epoch 120/500
225/225 [==============================] - 0s 761us/step - loss: 0.4197 - accuracy: 0.8225
Epoch 121/500
225/225 [==============================] - 0s 736us/step - loss: 0.4172 - accuracy: 0.8282
Epoch 122/500
225/225 [==============================] - 0s 731us/step - loss: 0.4145 - accuracy: 0.8324
Epoch 123/500
225/225 [==============================] - 0s 742us/step - loss: 0.4116 - accuracy: 0.8356
Epoch 124/500
225/225 [==============================] - 0s 737us/step - loss: 0.4086 - accuracy: 0.8361
Epoch 125/500
225/225 [==============================] - 0s 780us/step - loss: 0.4053 - accuracy: 0.8372
Epoch 126/500
225/225 [==============================] - 0s 797us/step - loss: 0.4021 - accuracy: 0.8375
Epoch 127/500
225/225 [==============================] - 0s 755us/step - loss: 0.3988 - accuracy: 0.8403
Epoch 128/500
225/225 [==============================] - 0s 750us/step - loss: 0.3953 - accuracy: 0.8400
Epoch 129/500
225/225 [==============================] - 0s 743us/step - loss: 0.3919 - accuracy: 0.8415
Epoch 130/500
225/225 [==============================] - 0s 744us/step - loss: 0.3885 - accuracy: 0.8425
Epoch 131/500
225/225 [==============================] - 0s 738us/step - loss: 0.3852 - accuracy: 0.8439
Epoch 132/500
225/225 [==============================] - 0s 761us/step - loss: 0.3818 - accuracy: 0.8465
Epoch 133/500
225/225 [==============================] - 0s 746us/step - loss: 0.3786 - accuracy: 0.8475
Epoch 134/500
225/225 [==============================] - 0s 761us/step - loss: 0.3755 - accuracy: 0.8486
Epoch 135/500
225/225 [==============================] - 0s 742us/step - loss: 0.3727 - accuracy: 0.8492
Epoch 136/500
225/225 [==============================] - 0s 747us/step - loss: 0.3700 - accuracy: 0.8501
Epoch 137/500
225/225 [==============================] - 0s 768us/step - loss: 0.3677 - accuracy: 0.8512
Epoch 138/500
225/225 [==============================] - 0s 750us/step - loss: 0.3653 - accuracy: 0.8497
Epoch 139/500
225/225 [==============================] - 0s 770us/step - loss: 0.3632 - accuracy: 0.8526
Epoch 140/500
225/225 [==============================] - 0s 744us/step - loss: 0.3615 - accuracy: 0.8529
Epoch 141/500
225/225 [==============================] - 0s 730us/step - loss: 0.3595 - accuracy: 0.8543
Epoch 142/500
225/225 [==============================] - 0s 751us/step - loss: 0.3580 - accuracy: 0.8556
Epoch 143/500
225/225 [==============================] - 0s 760us/step - loss: 0.3565 - accuracy: 0.8556
Epoch 144/500
225/225 [==============================] - 0s 745us/step - loss: 0.3553 - accuracy: 0.8571
Epoch 145/500
225/225 [==============================] - 0s 769us/step - loss: 0.3544 - accuracy: 0.8568
Epoch 146/500
225/225 [==============================] - 0s 752us/step - loss: 0.3531 - accuracy: 0.8572
Epoch 147/500
225/225 [==============================] - 0s 727us/step - loss: 0.3525 - accuracy: 0.8560
Epoch 148/500
225/225 [==============================] - 0s 746us/step - loss: 0.3518 - accuracy: 0.8596
Epoch 149/500
225/225 [==============================] - 0s 745us/step - loss: 0.3515 - accuracy: 0.8581
Epoch 150/500
225/225 [==============================] - 0s 753us/step - loss: 0.3509 - accuracy: 0.8568
Epoch 151/500
225/225 [==============================] - 0s 769us/step - loss: 0.3504 - accuracy: 0.8578
Epoch 152/500
225/225 [==============================] - 0s 745us/step - loss: 0.3499 - accuracy: 0.8576
Epoch 153/500
225/225 [==============================] - 0s 749us/step - loss: 0.3489 - accuracy: 0.8586
Epoch 154/500
225/225 [==============================] - 0s 731us/step - loss: 0.3490 - accuracy: 0.8557
Epoch 155/500
225/225 [==============================] - 0s 743us/step - loss: 0.3484 - accuracy: 0.8578
Epoch 156/500
225/225 [==============================] - 0s 766us/step - loss: 0.3480 - accuracy: 0.8571
Epoch 157/500
225/225 [==============================] - 0s 728us/step - loss: 0.3480 - accuracy: 0.8578
Epoch 158/500
225/225 [==============================] - 0s 745us/step - loss: 0.3476 - accuracy: 0.8585
Epoch 159/500
225/225 [==============================] - 0s 742us/step - loss: 0.3473 - accuracy: 0.8586
Epoch 160/500
225/225 [==============================] - 0s 737us/step - loss: 0.3468 - accuracy: 0.8592
Epoch 161/500
225/225 [==============================] - 0s 750us/step - loss: 0.3464 - accuracy: 0.8571
Epoch 162/500
225/225 [==============================] - 0s 780us/step - loss: 0.3461 - accuracy: 0.8579
Epoch 163/500
225/225 [==============================] - 0s 737us/step - loss: 0.3457 - accuracy: 0.8586
Epoch 164/500
225/225 [==============================] - 0s 740us/step - loss: 0.3457 - accuracy: 0.8578
Epoch 165/500
225/225 [==============================] - 0s 747us/step - loss: 0.3450 - accuracy: 0.8564
Epoch 166/500
225/225 [==============================] - 0s 740us/step - loss: 0.3447 - accuracy: 0.8590
Epoch 167/500
225/225 [==============================] - 0s 755us/step - loss: 0.3444 - accuracy: 0.8581
Epoch 168/500
225/225 [==============================] - 0s 770us/step - loss: 0.3440 - accuracy: 0.8578
Epoch 169/500
225/225 [==============================] - 0s 756us/step - loss: 0.3434 - accuracy: 0.8587
Epoch 170/500
225/225 [==============================] - 0s 743us/step - loss: 0.3430 - accuracy: 0.8601
Epoch 171/500
225/225 [==============================] - 0s 746us/step - loss: 0.3433 - accuracy: 0.8590
Epoch 172/500
225/225 [==============================] - 0s 742us/step - loss: 0.3422 - accuracy: 0.8592
Epoch 173/500
225/225 [==============================] - 0s 751us/step - loss: 0.3424 - accuracy: 0.8611
Epoch 174/500
225/225 [==============================] - 0s 775us/step - loss: 0.3417 - accuracy: 0.8592
Epoch 175/500
225/225 [==============================] - 0s 753us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 176/500
225/225 [==============================] - 0s 729us/step - loss: 0.3407 - accuracy: 0.8592
Epoch 177/500
225/225 [==============================] - 0s 746us/step - loss: 0.3413 - accuracy: 0.8601
Epoch 178/500
225/225 [==============================] - 0s 755us/step - loss: 0.3402 - accuracy: 0.8600
Epoch 179/500
225/225 [==============================] - 0s 783us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 180/500
225/225 [==============================] - 0s 747us/step - loss: 0.3399 - accuracy: 0.8582
Epoch 181/500
225/225 [==============================] - 0s 761us/step - loss: 0.3399 - accuracy: 0.8624
Epoch 182/500
225/225 [==============================] - 0s 755us/step - loss: 0.3395 - accuracy: 0.8612
Epoch 183/500
225/225 [==============================] - 0s 770us/step - loss: 0.3392 - accuracy: 0.8590
Epoch 184/500
225/225 [==============================] - 0s 788us/step - loss: 0.3392 - accuracy: 0.8617
Epoch 185/500
225/225 [==============================] - 0s 732us/step - loss: 0.3386 - accuracy: 0.8618
Epoch 186/500
225/225 [==============================] - 0s 744us/step - loss: 0.3384 - accuracy: 0.8614
Epoch 187/500
225/225 [==============================] - 0s 751us/step - loss: 0.3389 - accuracy: 0.8614
Epoch 188/500
225/225 [==============================] - 0s 733us/step - loss: 0.3388 - accuracy: 0.8603
Epoch 189/500
225/225 [==============================] - 0s 779us/step - loss: 0.3383 - accuracy: 0.8624
Epoch 190/500
225/225 [==============================] - 0s 762us/step - loss: 0.3384 - accuracy: 0.8622
Epoch 191/500
225/225 [==============================] - 0s 763us/step - loss: 0.3377 - accuracy: 0.8636
Epoch 192/500
225/225 [==============================] - 0s 730us/step - loss: 0.3381 - accuracy: 0.8615
Epoch 193/500
225/225 [==============================] - 0s 765us/step - loss: 0.3377 - accuracy: 0.8617
Epoch 194/500
225/225 [==============================] - 0s 745us/step - loss: 0.3377 - accuracy: 0.8618
Epoch 195/500
225/225 [==============================] - 0s 733us/step - loss: 0.3377 - accuracy: 0.8622
Epoch 196/500
225/225 [==============================] - 0s 759us/step - loss: 0.3374 - accuracy: 0.8597
Epoch 197/500
225/225 [==============================] - 0s 771us/step - loss: 0.3374 - accuracy: 0.8601
Epoch 198/500
225/225 [==============================] - 0s 779us/step - loss: 0.3374 - accuracy: 0.8635
Epoch 199/500
225/225 [==============================] - 0s 755us/step - loss: 0.3377 - accuracy: 0.8608
Epoch 200/500
225/225 [==============================] - 0s 749us/step - loss: 0.3372 - accuracy: 0.8622
Epoch 201/500
225/225 [==============================] - 0s 746us/step - loss: 0.3372 - accuracy: 0.8625
Epoch 202/500
225/225 [==============================] - 0s 765us/step - loss: 0.3371 - accuracy: 0.8614
Epoch 203/500
225/225 [==============================] - 0s 773us/step - loss: 0.3370 - accuracy: 0.8642
Epoch 204/500
225/225 [==============================] - 0s 748us/step - loss: 0.3371 - accuracy: 0.8615
Epoch 205/500
225/225 [==============================] - 0s 733us/step - loss: 0.3370 - accuracy: 0.8603
Epoch 206/500
225/225 [==============================] - 0s 742us/step - loss: 0.3370 - accuracy: 0.8618
Epoch 207/500
225/225 [==============================] - 0s 770us/step - loss: 0.3373 - accuracy: 0.8625
Epoch 208/500
225/225 [==============================] - 0s 733us/step - loss: 0.3368 - accuracy: 0.8629
Epoch 209/500
225/225 [==============================] - 0s 772us/step - loss: 0.3366 - accuracy: 0.8631
Epoch 210/500
225/225 [==============================] - 0s 763us/step - loss: 0.3370 - accuracy: 0.8636
Epoch 211/500
225/225 [==============================] - 0s 732us/step - loss: 0.3363 - accuracy: 0.8639
Epoch 212/500
225/225 [==============================] - 0s 750us/step - loss: 0.3367 - accuracy: 0.8633
Epoch 213/500
225/225 [==============================] - 0s 776us/step - loss: 0.3369 - accuracy: 0.8619
Epoch 214/500
225/225 [==============================] - 0s 729us/step - loss: 0.3366 - accuracy: 0.8649
Epoch 215/500
225/225 [==============================] - 0s 740us/step - loss: 0.3366 - accuracy: 0.8622
Epoch 216/500
225/225 [==============================] - 0s 747us/step - loss: 0.3369 - accuracy: 0.8622
Epoch 217/500
225/225 [==============================] - 0s 736us/step - loss: 0.3369 - accuracy: 0.8615
Epoch 218/500
225/225 [==============================] - 0s 769us/step - loss: 0.3367 - accuracy: 0.8615
Epoch 219/500
225/225 [==============================] - 0s 2ms/step - loss: 0.3362 - accuracy: 0.8636
Epoch 220/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3368 - accuracy: 0.8647
Epoch 221/500
225/225 [==============================] - 0s 732us/step - loss: 0.3368 - accuracy: 0.8622
Epoch 222/500
225/225 [==============================] - 0s 725us/step - loss: 0.3363 - accuracy: 0.8631
Epoch 223/500
225/225 [==============================] - 0s 957us/step - loss: 0.3365 - accuracy: 0.8635
Epoch 224/500
225/225 [==============================] - 0s 871us/step - loss: 0.3368 - accuracy: 0.8639
Epoch 225/500
225/225 [==============================] - 0s 876us/step - loss: 0.3363 - accuracy: 0.8646
Epoch 226/500
225/225 [==============================] - 0s 799us/step - loss: 0.3368 - accuracy: 0.8614
Epoch 227/500
225/225 [==============================] - 0s 835us/step - loss: 0.3361 - accuracy: 0.8649
Epoch 228/500
225/225 [==============================] - 0s 800us/step - loss: 0.3364 - accuracy: 0.8637
Epoch 229/500
225/225 [==============================] - 0s 813us/step - loss: 0.3366 - accuracy: 0.8640
Epoch 230/500
225/225 [==============================] - 0s 816us/step - loss: 0.3363 - accuracy: 0.8606
Epoch 231/500
225/225 [==============================] - 0s 797us/step - loss: 0.3366 - accuracy: 0.8635
Epoch 232/500
225/225 [==============================] - 0s 746us/step - loss: 0.3368 - accuracy: 0.8637
Epoch 233/500
225/225 [==============================] - 0s 715us/step - loss: 0.3362 - accuracy: 0.8633
Epoch 234/500
225/225 [==============================] - 0s 776us/step - loss: 0.3360 - accuracy: 0.8640
Epoch 235/500
225/225 [==============================] - 0s 811us/step - loss: 0.3365 - accuracy: 0.8636
Epoch 236/500
225/225 [==============================] - 0s 794us/step - loss: 0.3365 - accuracy: 0.8644
Epoch 237/500
225/225 [==============================] - 0s 758us/step - loss: 0.3358 - accuracy: 0.8635
Epoch 238/500
225/225 [==============================] - 0s 737us/step - loss: 0.3364 - accuracy: 0.8621
Epoch 239/500
225/225 [==============================] - 0s 787us/step - loss: 0.3366 - accuracy: 0.8649
Epoch 240/500
225/225 [==============================] - 0s 726us/step - loss: 0.3363 - accuracy: 0.8625
Epoch 241/500
225/225 [==============================] - 0s 726us/step - loss: 0.3364 - accuracy: 0.8628
Epoch 242/500
225/225 [==============================] - 0s 741us/step - loss: 0.3364 - accuracy: 0.8629
Epoch 243/500
225/225 [==============================] - 0s 719us/step - loss: 0.3360 - accuracy: 0.8640
Epoch 244/500
225/225 [==============================] - 0s 714us/step - loss: 0.3354 - accuracy: 0.8636
Epoch 245/500
225/225 [==============================] - 0s 869us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 246/500
225/225 [==============================] - 0s 746us/step - loss: 0.3365 - accuracy: 0.8649
Epoch 247/500
225/225 [==============================] - 0s 766us/step - loss: 0.3359 - accuracy: 0.8636
Epoch 248/500
225/225 [==============================] - 0s 779us/step - loss: 0.3364 - accuracy: 0.8635
Epoch 249/500
225/225 [==============================] - 0s 772us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 250/500
225/225 [==============================] - 0s 814us/step - loss: 0.3365 - accuracy: 0.8642
Epoch 251/500
225/225 [==============================] - 0s 768us/step - loss: 0.3359 - accuracy: 0.8642
Epoch 252/500
225/225 [==============================] - 0s 757us/step - loss: 0.3359 - accuracy: 0.8633
Epoch 253/500
225/225 [==============================] - 0s 823us/step - loss: 0.3361 - accuracy: 0.8610
Epoch 254/500
225/225 [==============================] - 0s 848us/step - loss: 0.3363 - accuracy: 0.8640
Epoch 255/500
225/225 [==============================] - 0s 970us/step - loss: 0.3362 - accuracy: 0.8647
Epoch 256/500
225/225 [==============================] - 0s 924us/step - loss: 0.3361 - accuracy: 0.8635
Epoch 257/500
225/225 [==============================] - 0s 867us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 258/500
225/225 [==============================] - 0s 794us/step - loss: 0.3359 - accuracy: 0.8640
Epoch 259/500
225/225 [==============================] - 0s 809us/step - loss: 0.3359 - accuracy: 0.8637
Epoch 260/500
225/225 [==============================] - 0s 801us/step - loss: 0.3359 - accuracy: 0.8612
Epoch 261/500
225/225 [==============================] - 0s 882us/step - loss: 0.3362 - accuracy: 0.8635
Epoch 262/500
225/225 [==============================] - 0s 796us/step - loss: 0.3356 - accuracy: 0.8654
Epoch 263/500
225/225 [==============================] - 0s 745us/step - loss: 0.3363 - accuracy: 0.8635
Epoch 264/500
225/225 [==============================] - 0s 781us/step - loss: 0.3360 - accuracy: 0.8635
Epoch 265/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3357 - accuracy: 0.8625
Epoch 266/500
225/225 [==============================] - 0s 849us/step - loss: 0.3362 - accuracy: 0.8653
Epoch 267/500
225/225 [==============================] - 0s 741us/step - loss: 0.3361 - accuracy: 0.8633
Epoch 268/500
225/225 [==============================] - 0s 771us/step - loss: 0.3362 - accuracy: 0.8642
Epoch 269/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3357 - accuracy: 0.8636
Epoch 270/500
225/225 [==============================] - 0s 763us/step - loss: 0.3363 - accuracy: 0.8640
Epoch 271/500
225/225 [==============================] - 0s 745us/step - loss: 0.3356 - accuracy: 0.8643
Epoch 272/500
225/225 [==============================] - 0s 805us/step - loss: 0.3360 - accuracy: 0.8633
Epoch 273/500
225/225 [==============================] - 0s 749us/step - loss: 0.3356 - accuracy: 0.8626
Epoch 274/500
225/225 [==============================] - 0s 746us/step - loss: 0.3360 - accuracy: 0.8665
Epoch 275/500
225/225 [==============================] - 0s 736us/step - loss: 0.3356 - accuracy: 0.8639
Epoch 276/500
225/225 [==============================] - 0s 750us/step - loss: 0.3352 - accuracy: 0.8639
Epoch 277/500
225/225 [==============================] - 0s 794us/step - loss: 0.3361 - accuracy: 0.8628
Epoch 278/500
225/225 [==============================] - 0s 741us/step - loss: 0.3359 - accuracy: 0.8640
Epoch 279/500
225/225 [==============================] - 0s 812us/step - loss: 0.3357 - accuracy: 0.8649
Epoch 280/500
225/225 [==============================] - 0s 872us/step - loss: 0.3356 - accuracy: 0.8637
Epoch 281/500
225/225 [==============================] - 0s 829us/step - loss: 0.3358 - accuracy: 0.8640
Epoch 282/500
225/225 [==============================] - 0s 840us/step - loss: 0.3362 - accuracy: 0.8657
Epoch 283/500
225/225 [==============================] - 0s 860us/step - loss: 0.3360 - accuracy: 0.8642
Epoch 284/500
225/225 [==============================] - 0s 795us/step - loss: 0.3357 - accuracy: 0.8647
Epoch 285/500
225/225 [==============================] - 0s 750us/step - loss: 0.3357 - accuracy: 0.8643
Epoch 286/500
225/225 [==============================] - 0s 748us/step - loss: 0.3359 - accuracy: 0.8625
Epoch 287/500
225/225 [==============================] - 0s 747us/step - loss: 0.3361 - accuracy: 0.8640
Epoch 288/500
225/225 [==============================] - 0s 773us/step - loss: 0.3363 - accuracy: 0.8637
Epoch 289/500
225/225 [==============================] - 0s 768us/step - loss: 0.3355 - accuracy: 0.8651
Epoch 290/500
225/225 [==============================] - 0s 740us/step - loss: 0.3356 - accuracy: 0.8626
Epoch 291/500
225/225 [==============================] - 0s 745us/step - loss: 0.3356 - accuracy: 0.8636
Epoch 292/500
225/225 [==============================] - 0s 746us/step - loss: 0.3360 - accuracy: 0.8612
Epoch 293/500
225/225 [==============================] - 0s 739us/step - loss: 0.3360 - accuracy: 0.8654
Epoch 294/500
225/225 [==============================] - 0s 764us/step - loss: 0.3356 - accuracy: 0.8644
Epoch 295/500
225/225 [==============================] - 0s 764us/step - loss: 0.3357 - accuracy: 0.8633
Epoch 296/500
225/225 [==============================] - 0s 733us/step - loss: 0.3358 - accuracy: 0.8639
Epoch 297/500
225/225 [==============================] - 0s 747us/step - loss: 0.3354 - accuracy: 0.8640
Epoch 298/500
225/225 [==============================] - 0s 753us/step - loss: 0.3353 - accuracy: 0.8644
Epoch 299/500
225/225 [==============================] - 0s 735us/step - loss: 0.3354 - accuracy: 0.8635
Epoch 300/500
225/225 [==============================] - 0s 779us/step - loss: 0.3358 - accuracy: 0.8628
Epoch 301/500
225/225 [==============================] - 0s 753us/step - loss: 0.3357 - accuracy: 0.8631
Epoch 302/500
225/225 [==============================] - 0s 730us/step - loss: 0.3353 - accuracy: 0.8640
Epoch 303/500
225/225 [==============================] - 0s 753us/step - loss: 0.3359 - accuracy: 0.8629
Epoch 304/500
225/225 [==============================] - 0s 765us/step - loss: 0.3360 - accuracy: 0.8646
Epoch 305/500
225/225 [==============================] - 0s 755us/step - loss: 0.3358 - accuracy: 0.8636
Epoch 306/500
225/225 [==============================] - 0s 797us/step - loss: 0.3352 - accuracy: 0.8644
Epoch 307/500
225/225 [==============================] - 0s 754us/step - loss: 0.3360 - accuracy: 0.8633
Epoch 308/500
225/225 [==============================] - 0s 840us/step - loss: 0.3357 - accuracy: 0.8640
Epoch 309/500
225/225 [==============================] - 0s 829us/step - loss: 0.3358 - accuracy: 0.8650
Epoch 310/500
225/225 [==============================] - 0s 876us/step - loss: 0.3358 - accuracy: 0.8631
Epoch 311/500
225/225 [==============================] - 0s 838us/step - loss: 0.3358 - accuracy: 0.8629
Epoch 312/500
225/225 [==============================] - 0s 833us/step - loss: 0.3356 - accuracy: 0.8646
Epoch 313/500
225/225 [==============================] - 0s 751us/step - loss: 0.3354 - accuracy: 0.8631
Epoch 314/500
225/225 [==============================] - 0s 747us/step - loss: 0.3355 - accuracy: 0.8643
Epoch 315/500
225/225 [==============================] - 0s 758us/step - loss: 0.3352 - accuracy: 0.8642
Epoch 316/500
225/225 [==============================] - 0s 829us/step - loss: 0.3352 - accuracy: 0.8639
Epoch 317/500
225/225 [==============================] - 0s 739us/step - loss: 0.3358 - accuracy: 0.8658
Epoch 318/500
225/225 [==============================] - 0s 772us/step - loss: 0.3359 - accuracy: 0.8656
Epoch 319/500
225/225 [==============================] - 0s 753us/step - loss: 0.3352 - accuracy: 0.8647
Epoch 320/500
225/225 [==============================] - 0s 740us/step - loss: 0.3353 - accuracy: 0.8631
Epoch 321/500
225/225 [==============================] - 0s 749us/step - loss: 0.3360 - accuracy: 0.8640
Epoch 322/500
225/225 [==============================] - 0s 754us/step - loss: 0.3357 - accuracy: 0.8647
Epoch 323/500
225/225 [==============================] - 0s 753us/step - loss: 0.3358 - accuracy: 0.8651
Epoch 324/500
225/225 [==============================] - 0s 753us/step - loss: 0.3356 - accuracy: 0.8653
Epoch 325/500
225/225 [==============================] - 0s 745us/step - loss: 0.3357 - accuracy: 0.8637
Epoch 326/500
225/225 [==============================] - 0s 739us/step - loss: 0.3354 - accuracy: 0.8649
Epoch 327/500
225/225 [==============================] - 0s 749us/step - loss: 0.3353 - accuracy: 0.8644
Epoch 328/500
225/225 [==============================] - 0s 795us/step - loss: 0.3354 - accuracy: 0.8644
Epoch 329/500
225/225 [==============================] - 0s 743us/step - loss: 0.3354 - accuracy: 0.8631
Epoch 330/500
225/225 [==============================] - 0s 747us/step - loss: 0.3353 - accuracy: 0.8642
Epoch 331/500
225/225 [==============================] - 0s 745us/step - loss: 0.3354 - accuracy: 0.8649
Epoch 332/500
225/225 [==============================] - 0s 742us/step - loss: 0.3353 - accuracy: 0.8640
Epoch 333/500
225/225 [==============================] - 0s 754us/step - loss: 0.3350 - accuracy: 0.8637
Epoch 334/500
225/225 [==============================] - 0s 788us/step - loss: 0.3348 - accuracy: 0.8636
Epoch 335/500
225/225 [==============================] - 0s 760us/step - loss: 0.3349 - accuracy: 0.8643
Epoch 336/500
225/225 [==============================] - 0s 757us/step - loss: 0.3343 - accuracy: 0.8642
Epoch 337/500
225/225 [==============================] - 0s 752us/step - loss: 0.3345 - accuracy: 0.8628
Epoch 338/500
225/225 [==============================] - 0s 754us/step - loss: 0.3348 - accuracy: 0.8636
Epoch 339/500
225/225 [==============================] - 0s 735us/step - loss: 0.3347 - accuracy: 0.8653
Epoch 340/500
225/225 [==============================] - 0s 795us/step - loss: 0.3345 - accuracy: 0.8646
Epoch 341/500
225/225 [==============================] - 0s 758us/step - loss: 0.3343 - accuracy: 0.8649
Epoch 342/500
225/225 [==============================] - 0s 742us/step - loss: 0.3342 - accuracy: 0.8651
Epoch 343/500
225/225 [==============================] - 0s 745us/step - loss: 0.3339 - accuracy: 0.8661
Epoch 344/500
225/225 [==============================] - 0s 750us/step - loss: 0.3339 - accuracy: 0.8642
Epoch 345/500
225/225 [==============================] - 0s 734us/step - loss: 0.3333 - accuracy: 0.8650
Epoch 346/500
225/225 [==============================] - 0s 783us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 347/500
225/225 [==============================] - 0s 772us/step - loss: 0.3332 - accuracy: 0.8644
Epoch 348/500
225/225 [==============================] - 0s 734us/step - loss: 0.3335 - accuracy: 0.8653
Epoch 349/500
225/225 [==============================] - 0s 751us/step - loss: 0.3335 - accuracy: 0.8636
Epoch 350/500
225/225 [==============================] - 0s 761us/step - loss: 0.3334 - accuracy: 0.8643
Epoch 351/500
225/225 [==============================] - 0s 746us/step - loss: 0.3333 - accuracy: 0.8656
Epoch 352/500
225/225 [==============================] - 0s 755us/step - loss: 0.3328 - accuracy: 0.8647
Epoch 353/500
225/225 [==============================] - 0s 756us/step - loss: 0.3336 - accuracy: 0.8644
Epoch 354/500
225/225 [==============================] - 0s 744us/step - loss: 0.3328 - accuracy: 0.8640
Epoch 355/500
225/225 [==============================] - 0s 733us/step - loss: 0.3331 - accuracy: 0.8653
Epoch 356/500
225/225 [==============================] - 0s 756us/step - loss: 0.3330 - accuracy: 0.8660
Epoch 357/500
225/225 [==============================] - 0s 744us/step - loss: 0.3326 - accuracy: 0.8635
Epoch 358/500
225/225 [==============================] - 0s 777us/step - loss: 0.3328 - accuracy: 0.8664
Epoch 359/500
225/225 [==============================] - 0s 754us/step - loss: 0.3331 - accuracy: 0.8643
Epoch 360/500
225/225 [==============================] - 0s 746us/step - loss: 0.3329 - accuracy: 0.8661
Epoch 361/500
225/225 [==============================] - 0s 733us/step - loss: 0.3329 - accuracy: 0.8642
Epoch 362/500
225/225 [==============================] - 0s 760us/step - loss: 0.3325 - accuracy: 0.8647
Epoch 363/500
225/225 [==============================] - 0s 802us/step - loss: 0.3328 - accuracy: 0.8653
Epoch 364/500
225/225 [==============================] - 0s 734us/step - loss: 0.3325 - accuracy: 0.8653
Epoch 365/500
225/225 [==============================] - 0s 753us/step - loss: 0.3323 - accuracy: 0.8656
Epoch 366/500
225/225 [==============================] - 0s 748us/step - loss: 0.3327 - accuracy: 0.8660
Epoch 367/500
225/225 [==============================] - 0s 736us/step - loss: 0.3327 - accuracy: 0.8664
Epoch 368/500
225/225 [==============================] - 0s 769us/step - loss: 0.3328 - accuracy: 0.8654
Epoch 369/500
225/225 [==============================] - 0s 754us/step - loss: 0.3327 - accuracy: 0.8642
Epoch 370/500
225/225 [==============================] - 0s 772us/step - loss: 0.3321 - accuracy: 0.8635
Epoch 371/500
225/225 [==============================] - 0s 764us/step - loss: 0.3323 - accuracy: 0.8644
Epoch 372/500
225/225 [==============================] - 0s 747us/step - loss: 0.3321 - accuracy: 0.8653
Epoch 373/500
225/225 [==============================] - 0s 757us/step - loss: 0.3327 - accuracy: 0.8664
Epoch 374/500
225/225 [==============================] - 0s 735us/step - loss: 0.3322 - accuracy: 0.8650
Epoch 375/500
225/225 [==============================] - 0s 885us/step - loss: 0.3323 - accuracy: 0.8650
Epoch 376/500
225/225 [==============================] - 0s 757us/step - loss: 0.3323 - accuracy: 0.8644
Epoch 377/500
225/225 [==============================] - 0s 739us/step - loss: 0.3323 - accuracy: 0.8654
Epoch 378/500
225/225 [==============================] - 0s 747us/step - loss: 0.3321 - accuracy: 0.8644
Epoch 379/500
225/225 [==============================] - 0s 761us/step - loss: 0.3320 - accuracy: 0.8651
Epoch 380/500
225/225 [==============================] - 0s 741us/step - loss: 0.3324 - accuracy: 0.8653
Epoch 381/500
225/225 [==============================] - 0s 766us/step - loss: 0.3320 - accuracy: 0.8657
Epoch 382/500
225/225 [==============================] - 0s 737us/step - loss: 0.3324 - accuracy: 0.8664
Epoch 383/500
225/225 [==============================] - 0s 774us/step - loss: 0.3322 - accuracy: 0.8660
Epoch 384/500
225/225 [==============================] - 0s 807us/step - loss: 0.3322 - accuracy: 0.8654
Epoch 385/500
225/225 [==============================] - 0s 749us/step - loss: 0.3319 - accuracy: 0.8650
Epoch 386/500
225/225 [==============================] - 0s 752us/step - loss: 0.3322 - accuracy: 0.8674
Epoch 387/500
225/225 [==============================] - 0s 783us/step - loss: 0.3323 - accuracy: 0.8658
Epoch 388/500
225/225 [==============================] - 0s 789us/step - loss: 0.3318 - accuracy: 0.8654
Epoch 389/500
225/225 [==============================] - 0s 748us/step - loss: 0.3321 - accuracy: 0.8646
Epoch 390/500
225/225 [==============================] - 0s 733us/step - loss: 0.3314 - accuracy: 0.8647
Epoch 391/500
225/225 [==============================] - 0s 762us/step - loss: 0.3315 - accuracy: 0.8654
Epoch 392/500
225/225 [==============================] - 0s 765us/step - loss: 0.3322 - accuracy: 0.8664
Epoch 393/500
225/225 [==============================] - 0s 737us/step - loss: 0.3319 - accuracy: 0.8649
Epoch 394/500
225/225 [==============================] - 0s 786us/step - loss: 0.3319 - accuracy: 0.8653
Epoch 395/500
225/225 [==============================] - 0s 760us/step - loss: 0.3318 - accuracy: 0.8661
Epoch 396/500
225/225 [==============================] - 0s 738us/step - loss: 0.3318 - accuracy: 0.8649
Epoch 397/500
225/225 [==============================] - 0s 763us/step - loss: 0.3319 - accuracy: 0.8661
Epoch 398/500
225/225 [==============================] - 0s 786us/step - loss: 0.3317 - accuracy: 0.8658
Epoch 399/500
225/225 [==============================] - 0s 763us/step - loss: 0.3318 - accuracy: 0.8664
Epoch 400/500
225/225 [==============================] - 0s 739us/step - loss: 0.3320 - accuracy: 0.8646
Epoch 401/500
225/225 [==============================] - 0s 754us/step - loss: 0.3313 - accuracy: 0.8654
Epoch 402/500
225/225 [==============================] - 0s 754us/step - loss: 0.3314 - accuracy: 0.8654
Epoch 403/500
225/225 [==============================] - 0s 729us/step - loss: 0.3316 - accuracy: 0.8653
Epoch 404/500
225/225 [==============================] - 0s 787us/step - loss: 0.3312 - accuracy: 0.8646
Epoch 405/500
225/225 [==============================] - 0s 754us/step - loss: 0.3315 - accuracy: 0.8656
Epoch 406/500
225/225 [==============================] - 0s 780us/step - loss: 0.3316 - accuracy: 0.8657
Epoch 407/500
225/225 [==============================] - 0s 749us/step - loss: 0.3315 - accuracy: 0.8651
Epoch 408/500
225/225 [==============================] - 0s 757us/step - loss: 0.3319 - accuracy: 0.8662
Epoch 409/500
225/225 [==============================] - 0s 756us/step - loss: 0.3313 - accuracy: 0.8658
Epoch 410/500
225/225 [==============================] - 0s 757us/step - loss: 0.3315 - accuracy: 0.8649
Epoch 411/500
225/225 [==============================] - 0s 757us/step - loss: 0.3315 - accuracy: 0.8671
Epoch 412/500
225/225 [==============================] - 0s 730us/step - loss: 0.3315 - accuracy: 0.8658
Epoch 413/500
225/225 [==============================] - 0s 744us/step - loss: 0.3311 - accuracy: 0.8665
Epoch 414/500
225/225 [==============================] - 0s 762us/step - loss: 0.3312 - accuracy: 0.8661
Epoch 415/500
225/225 [==============================] - 0s 783us/step - loss: 0.3311 - accuracy: 0.8647
Epoch 416/500
225/225 [==============================] - 0s 737us/step - loss: 0.3314 - accuracy: 0.8665
Epoch 417/500
225/225 [==============================] - 0s 756us/step - loss: 0.3314 - accuracy: 0.8653
Epoch 418/500
225/225 [==============================] - 0s 748us/step - loss: 0.3311 - accuracy: 0.8656
Epoch 419/500
225/225 [==============================] - 0s 731us/step - loss: 0.3317 - accuracy: 0.8653
Epoch 420/500
225/225 [==============================] - 0s 761us/step - loss: 0.3313 - accuracy: 0.8647
Epoch 421/500
225/225 [==============================] - 0s 770us/step - loss: 0.3315 - accuracy: 0.8654
Epoch 422/500
225/225 [==============================] - 0s 736us/step - loss: 0.3311 - accuracy: 0.8656
Epoch 423/500
225/225 [==============================] - 0s 755us/step - loss: 0.3316 - accuracy: 0.8664
Epoch 424/500
225/225 [==============================] - 0s 756us/step - loss: 0.3310 - accuracy: 0.8658
Epoch 425/500
225/225 [==============================] - 0s 731us/step - loss: 0.3313 - accuracy: 0.8642
Epoch 426/500
225/225 [==============================] - 0s 753us/step - loss: 0.3312 - accuracy: 0.8660
Epoch 427/500
225/225 [==============================] - 0s 800us/step - loss: 0.3314 - accuracy: 0.8661
Epoch 428/500
225/225 [==============================] - 0s 758us/step - loss: 0.3313 - accuracy: 0.8651
Epoch 429/500
225/225 [==============================] - 0s 750us/step - loss: 0.3311 - accuracy: 0.8651
Epoch 430/500
225/225 [==============================] - 0s 749us/step - loss: 0.3313 - accuracy: 0.8657
Epoch 431/500
225/225 [==============================] - 0s 752us/step - loss: 0.3309 - accuracy: 0.8661
Epoch 432/500
225/225 [==============================] - 0s 744us/step - loss: 0.3314 - accuracy: 0.8644
Epoch 433/500
225/225 [==============================] - 0s 782us/step - loss: 0.3312 - accuracy: 0.8640
Epoch 434/500
225/225 [==============================] - 0s 749us/step - loss: 0.3313 - accuracy: 0.8649
Epoch 435/500
225/225 [==============================] - 0s 741us/step - loss: 0.3311 - accuracy: 0.8654
Epoch 436/500
225/225 [==============================] - 0s 742us/step - loss: 0.3309 - accuracy: 0.8654
Epoch 437/500
225/225 [==============================] - 0s 758us/step - loss: 0.3310 - accuracy: 0.8672
Epoch 438/500
225/225 [==============================] - 0s 742us/step - loss: 0.3311 - accuracy: 0.8653
Epoch 439/500
225/225 [==============================] - 0s 793us/step - loss: 0.3309 - accuracy: 0.8650
Epoch 440/500
225/225 [==============================] - 0s 748us/step - loss: 0.3308 - accuracy: 0.8647
Epoch 441/500
225/225 [==============================] - 0s 739us/step - loss: 0.3308 - accuracy: 0.8643
Epoch 442/500
225/225 [==============================] - 0s 749us/step - loss: 0.3307 - accuracy: 0.8654
Epoch 443/500
225/225 [==============================] - 0s 895us/step - loss: 0.3310 - accuracy: 0.8660
Epoch 444/500
225/225 [==============================] - 0s 768us/step - loss: 0.3314 - accuracy: 0.8651
Epoch 445/500
225/225 [==============================] - 0s 747us/step - loss: 0.3311 - accuracy: 0.8656
Epoch 446/500
225/225 [==============================] - 0s 763us/step - loss: 0.3308 - accuracy: 0.8668
Epoch 447/500
225/225 [==============================] - 0s 748us/step - loss: 0.3309 - accuracy: 0.8658
Epoch 448/500
225/225 [==============================] - 0s 769us/step - loss: 0.3311 - accuracy: 0.8671
Epoch 449/500
225/225 [==============================] - 0s 755us/step - loss: 0.3307 - accuracy: 0.8664
Epoch 450/500
225/225 [==============================] - 0s 751us/step - loss: 0.3310 - accuracy: 0.8658
Epoch 451/500
225/225 [==============================] - 0s 739us/step - loss: 0.3307 - accuracy: 0.8657
Epoch 452/500
225/225 [==============================] - 0s 769us/step - loss: 0.3307 - accuracy: 0.8665
Epoch 453/500
225/225 [==============================] - 0s 753us/step - loss: 0.3306 - accuracy: 0.8650
Epoch 454/500
225/225 [==============================] - 0s 736us/step - loss: 0.3305 - accuracy: 0.8647
Epoch 455/500
225/225 [==============================] - 0s 758us/step - loss: 0.3309 - accuracy: 0.8654
Epoch 456/500
225/225 [==============================] - 0s 751us/step - loss: 0.3309 - accuracy: 0.8660
Epoch 457/500
225/225 [==============================] - 0s 787us/step - loss: 0.3309 - accuracy: 0.8671
Epoch 458/500
225/225 [==============================] - 0s 737us/step - loss: 0.3302 - accuracy: 0.8686
Epoch 459/500
225/225 [==============================] - 0s 755us/step - loss: 0.3308 - accuracy: 0.8657
Epoch 460/500
225/225 [==============================] - 0s 745us/step - loss: 0.3302 - accuracy: 0.8644
Epoch 461/500
225/225 [==============================] - 0s 756us/step - loss: 0.3309 - accuracy: 0.8667
Epoch 462/500
225/225 [==============================] - 0s 751us/step - loss: 0.3307 - accuracy: 0.8658
Epoch 463/500
225/225 [==============================] - 0s 749us/step - loss: 0.3305 - accuracy: 0.8657
Epoch 464/500
225/225 [==============================] - 0s 747us/step - loss: 0.3304 - accuracy: 0.8686
Epoch 465/500
225/225 [==============================] - 0s 754us/step - loss: 0.3305 - accuracy: 0.8674
Epoch 466/500
225/225 [==============================] - 0s 752us/step - loss: 0.3301 - accuracy: 0.8681
Epoch 467/500
225/225 [==============================] - 0s 784us/step - loss: 0.3310 - accuracy: 0.8649
Epoch 468/500
225/225 [==============================] - 0s 753us/step - loss: 0.3307 - accuracy: 0.8664
Epoch 469/500
225/225 [==============================] - 0s 746us/step - loss: 0.3303 - accuracy: 0.8662
Epoch 470/500
225/225 [==============================] - 0s 746us/step - loss: 0.3304 - accuracy: 0.8675
Epoch 471/500
225/225 [==============================] - 0s 752us/step - loss: 0.3305 - accuracy: 0.8651
Epoch 472/500
225/225 [==============================] - 0s 752us/step - loss: 0.3305 - accuracy: 0.8643
Epoch 473/500
225/225 [==============================] - 0s 815us/step - loss: 0.3308 - accuracy: 0.8657
Epoch 474/500
225/225 [==============================] - 0s 737us/step - loss: 0.3305 - accuracy: 0.8668
Epoch 475/500
225/225 [==============================] - 0s 747us/step - loss: 0.3308 - accuracy: 0.8653
Epoch 476/500
225/225 [==============================] - 0s 754us/step - loss: 0.3304 - accuracy: 0.8675
Epoch 477/500
225/225 [==============================] - 0s 742us/step - loss: 0.3303 - accuracy: 0.8653
Epoch 478/500
225/225 [==============================] - 0s 780us/step - loss: 0.3309 - accuracy: 0.8654
Epoch 479/500
225/225 [==============================] - 0s 799us/step - loss: 0.3306 - accuracy: 0.8665
Epoch 480/500
225/225 [==============================] - 0s 735us/step - loss: 0.3306 - accuracy: 0.8644
Epoch 481/500
225/225 [==============================] - 0s 766us/step - loss: 0.3302 - accuracy: 0.8667
Epoch 482/500
225/225 [==============================] - 0s 762us/step - loss: 0.3303 - accuracy: 0.8681
Epoch 483/500
225/225 [==============================] - 0s 732us/step - loss: 0.3307 - accuracy: 0.8669
Epoch 484/500
225/225 [==============================] - 0s 753us/step - loss: 0.3306 - accuracy: 0.8662
Epoch 485/500
225/225 [==============================] - 0s 787us/step - loss: 0.3308 - accuracy: 0.8662
Epoch 486/500
225/225 [==============================] - 0s 747us/step - loss: 0.3308 - accuracy: 0.8675
Epoch 487/500
225/225 [==============================] - 0s 732us/step - loss: 0.3302 - accuracy: 0.8668
Epoch 488/500
225/225 [==============================] - 0s 758us/step - loss: 0.3303 - accuracy: 0.8647
Epoch 489/500
225/225 [==============================] - 0s 748us/step - loss: 0.3304 - accuracy: 0.8661
Epoch 490/500
225/225 [==============================] - 0s 735us/step - loss: 0.3305 - accuracy: 0.8668
Epoch 491/500
225/225 [==============================] - 0s 772us/step - loss: 0.3308 - accuracy: 0.8664
Epoch 492/500
225/225 [==============================] - 0s 747us/step - loss: 0.3304 - accuracy: 0.8660
Epoch 493/500
225/225 [==============================] - 0s 734us/step - loss: 0.3304 - accuracy: 0.8671
Epoch 494/500
225/225 [==============================] - 0s 750us/step - loss: 0.3300 - accuracy: 0.8658
Epoch 495/500
225/225 [==============================] - 0s 747us/step - loss: 0.3304 - accuracy: 0.8676
Epoch 496/500
225/225 [==============================] - 0s 735us/step - loss: 0.3302 - accuracy: 0.8660
Epoch 497/500
225/225 [==============================] - 0s 807us/step - loss: 0.3303 - accuracy: 0.8653
Epoch 498/500
225/225 [==============================] - 0s 751us/step - loss: 0.3306 - accuracy: 0.8675
Epoch 499/500
225/225 [==============================] - 0s 741us/step - loss: 0.3300 - accuracy: 0.8660
Epoch 500/500
225/225 [==============================] - 0s 747us/step - loss: 0.3306 - accuracy: 0.8664
Epoch 1/500
225/225 [==============================] - 0s 768us/step - loss: 0.6220 - accuracy: 0.7960
Epoch 2/500
225/225 [==============================] - 0s 774us/step - loss: 0.5478 - accuracy: 0.7985
Epoch 3/500
225/225 [==============================] - 0s 790us/step - loss: 0.5211 - accuracy: 0.7985
Epoch 4/500
225/225 [==============================] - 0s 750us/step - loss: 0.5106 - accuracy: 0.7985
Epoch 5/500
225/225 [==============================] - 0s 777us/step - loss: 0.5062 - accuracy: 0.7985
Epoch 6/500
225/225 [==============================] - 0s 793us/step - loss: 0.5042 - accuracy: 0.7985
Epoch 7/500
225/225 [==============================] - 0s 764us/step - loss: 0.5033 - accuracy: 0.7985
Epoch 8/500
225/225 [==============================] - 0s 772us/step - loss: 0.5029 - accuracy: 0.7985
Epoch 9/500
225/225 [==============================] - 0s 781us/step - loss: 0.5027 - accuracy: 0.7985
Epoch 10/500
225/225 [==============================] - 0s 763us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 11/500
225/225 [==============================] - 0s 762us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 12/500
225/225 [==============================] - 0s 934us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 13/500
225/225 [==============================] - 0s 716us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 14/500
225/225 [==============================] - 0s 732us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 15/500
225/225 [==============================] - 0s 742us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 16/500
225/225 [==============================] - 0s 723us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 17/500
225/225 [==============================] - 0s 751us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 18/500
225/225 [==============================] - 0s 787us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 19/500
225/225 [==============================] - 0s 723us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 20/500
225/225 [==============================] - 0s 722us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 21/500
225/225 [==============================] - 0s 735us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 22/500
225/225 [==============================] - 0s 727us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 23/500
225/225 [==============================] - 0s 767us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 24/500
225/225 [==============================] - 0s 745us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 25/500
225/225 [==============================] - 0s 736us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 26/500
225/225 [==============================] - 0s 726us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 27/500
225/225 [==============================] - 0s 750us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 28/500
225/225 [==============================] - 0s 727us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 29/500
225/225 [==============================] - 0s 758us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 30/500
225/225 [==============================] - 0s 754us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 31/500
225/225 [==============================] - 0s 736us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 32/500
225/225 [==============================] - 0s 723us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 33/500
225/225 [==============================] - 0s 741us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 34/500
225/225 [==============================] - 0s 749us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 35/500
225/225 [==============================] - 0s 762us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 36/500
225/225 [==============================] - 0s 751us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 37/500
225/225 [==============================] - 0s 743us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 38/500
225/225 [==============================] - 0s 724us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 39/500
225/225 [==============================] - 0s 743us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 40/500
225/225 [==============================] - 0s 736us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 41/500
225/225 [==============================] - 0s 808us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 42/500
225/225 [==============================] - 0s 792us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 43/500
225/225 [==============================] - 0s 739us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 44/500
225/225 [==============================] - 0s 724us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 45/500
225/225 [==============================] - 0s 747us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 46/500
225/225 [==============================] - 0s 741us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 47/500
225/225 [==============================] - 0s 791us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 48/500
225/225 [==============================] - 0s 725us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 49/500
225/225 [==============================] - 0s 734us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 50/500
225/225 [==============================] - 0s 749us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 51/500
225/225 [==============================] - 0s 732us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 52/500
225/225 [==============================] - 0s 737us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 53/500
225/225 [==============================] - 0s 795us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 54/500
225/225 [==============================] - 0s 728us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 55/500
225/225 [==============================] - 0s 737us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 56/500
225/225 [==============================] - 0s 744us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 57/500
225/225 [==============================] - 0s 863us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 58/500
225/225 [==============================] - 0s 758us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 59/500
225/225 [==============================] - 0s 748us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 60/500
225/225 [==============================] - 0s 715us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 61/500
225/225 [==============================] - 0s 741us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 62/500
225/225 [==============================] - 0s 743us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 63/500
225/225 [==============================] - 0s 730us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 64/500
225/225 [==============================] - 0s 736us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 65/500
225/225 [==============================] - 0s 805us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 66/500
225/225 [==============================] - 0s 767us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 67/500
225/225 [==============================] - 0s 727us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 68/500
225/225 [==============================] - 0s 746us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 69/500
225/225 [==============================] - 0s 749us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 70/500
225/225 [==============================] - 0s 847us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 71/500
225/225 [==============================] - 0s 765us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 72/500
225/225 [==============================] - 0s 744us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 73/500
225/225 [==============================] - 0s 730us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 74/500
225/225 [==============================] - 0s 748us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 75/500
225/225 [==============================] - 0s 745us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 76/500
225/225 [==============================] - 0s 748us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 77/500
225/225 [==============================] - 0s 744us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 78/500
225/225 [==============================] - 0s 774us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 79/500
225/225 [==============================] - 0s 725us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 80/500
225/225 [==============================] - 0s 754us/step - loss: 0.5019 - accuracy: 0.7985
Epoch 81/500
225/225 [==============================] - 0s 789us/step - loss: 0.5018 - accuracy: 0.7985
Epoch 82/500
225/225 [==============================] - 0s 956us/step - loss: 0.5018 - accuracy: 0.7985
Epoch 83/500
225/225 [==============================] - 0s 806us/step - loss: 0.5017 - accuracy: 0.7985
Epoch 84/500
225/225 [==============================] - 0s 793us/step - loss: 0.5015 - accuracy: 0.7985
Epoch 85/500
225/225 [==============================] - 0s 801us/step - loss: 0.5014 - accuracy: 0.7985
Epoch 86/500
225/225 [==============================] - 0s 802us/step - loss: 0.5012 - accuracy: 0.7985
Epoch 87/500
225/225 [==============================] - 0s 853us/step - loss: 0.5010 - accuracy: 0.7985
Epoch 88/500
225/225 [==============================] - 0s 832us/step - loss: 0.5008 - accuracy: 0.7985
Epoch 89/500
225/225 [==============================] - 0s 806us/step - loss: 0.5005 - accuracy: 0.7985
Epoch 90/500
225/225 [==============================] - 0s 810us/step - loss: 0.5002 - accuracy: 0.7985
Epoch 91/500
225/225 [==============================] - 0s 807us/step - loss: 0.4998 - accuracy: 0.7985
Epoch 92/500
225/225 [==============================] - 0s 823us/step - loss: 0.4993 - accuracy: 0.7985
Epoch 93/500
225/225 [==============================] - 0s 752us/step - loss: 0.4987 - accuracy: 0.7985
Epoch 94/500
225/225 [==============================] - 0s 746us/step - loss: 0.4979 - accuracy: 0.7985
Epoch 95/500
225/225 [==============================] - 0s 760us/step - loss: 0.4970 - accuracy: 0.7985
Epoch 96/500
225/225 [==============================] - 0s 778us/step - loss: 0.4957 - accuracy: 0.7985
Epoch 97/500
225/225 [==============================] - 0s 749us/step - loss: 0.4942 - accuracy: 0.7985
Epoch 98/500
225/225 [==============================] - 0s 727us/step - loss: 0.4921 - accuracy: 0.7985
Epoch 99/500
225/225 [==============================] - 0s 758us/step - loss: 0.4895 - accuracy: 0.7985
Epoch 100/500
225/225 [==============================] - 0s 745us/step - loss: 0.4861 - accuracy: 0.7985
Epoch 101/500
225/225 [==============================] - 0s 726us/step - loss: 0.4816 - accuracy: 0.7985
Epoch 102/500
225/225 [==============================] - 0s 759us/step - loss: 0.4760 - accuracy: 0.7985
Epoch 103/500
225/225 [==============================] - 0s 747us/step - loss: 0.4690 - accuracy: 0.7985
Epoch 104/500
225/225 [==============================] - 0s 751us/step - loss: 0.4612 - accuracy: 0.7985
Epoch 105/500
225/225 [==============================] - 0s 774us/step - loss: 0.4534 - accuracy: 0.7979
Epoch 106/500
225/225 [==============================] - 0s 749us/step - loss: 0.4466 - accuracy: 0.7971
Epoch 107/500
225/225 [==============================] - 0s 736us/step - loss: 0.4415 - accuracy: 0.7976
Epoch 108/500
225/225 [==============================] - 0s 760us/step - loss: 0.4379 - accuracy: 0.8001
Epoch 109/500
225/225 [==============================] - 0s 754us/step - loss: 0.4354 - accuracy: 0.8001
Epoch 110/500
225/225 [==============================] - 0s 755us/step - loss: 0.4335 - accuracy: 0.8012
Epoch 111/500
225/225 [==============================] - 0s 762us/step - loss: 0.4320 - accuracy: 0.8015
Epoch 112/500
225/225 [==============================] - 0s 747us/step - loss: 0.4307 - accuracy: 0.8046
Epoch 113/500
225/225 [==============================] - 0s 743us/step - loss: 0.4294 - accuracy: 0.8057
Epoch 114/500
225/225 [==============================] - 0s 737us/step - loss: 0.4281 - accuracy: 0.8053
Epoch 115/500
225/225 [==============================] - 0s 769us/step - loss: 0.4268 - accuracy: 0.8069
Epoch 116/500
225/225 [==============================] - 0s 772us/step - loss: 0.4254 - accuracy: 0.8076
Epoch 117/500
225/225 [==============================] - 0s 752us/step - loss: 0.4238 - accuracy: 0.8079
Epoch 118/500
225/225 [==============================] - 0s 745us/step - loss: 0.4220 - accuracy: 0.8097
Epoch 119/500
225/225 [==============================] - 0s 744us/step - loss: 0.4201 - accuracy: 0.8103
Epoch 120/500
225/225 [==============================] - 0s 755us/step - loss: 0.4178 - accuracy: 0.8117
Epoch 121/500
225/225 [==============================] - 0s 744us/step - loss: 0.4152 - accuracy: 0.8131
Epoch 122/500
225/225 [==============================] - 0s 748us/step - loss: 0.4123 - accuracy: 0.8161
Epoch 123/500
225/225 [==============================] - 0s 759us/step - loss: 0.4090 - accuracy: 0.8169
Epoch 124/500
225/225 [==============================] - 0s 753us/step - loss: 0.4052 - accuracy: 0.8197
Epoch 125/500
225/225 [==============================] - 0s 748us/step - loss: 0.4011 - accuracy: 0.8219
Epoch 126/500
225/225 [==============================] - 0s 741us/step - loss: 0.3964 - accuracy: 0.8263
Epoch 127/500
225/225 [==============================] - 0s 771us/step - loss: 0.3915 - accuracy: 0.8300
Epoch 128/500
225/225 [==============================] - 0s 760us/step - loss: 0.3867 - accuracy: 0.8339
Epoch 129/500
225/225 [==============================] - 0s 747us/step - loss: 0.3821 - accuracy: 0.8382
Epoch 130/500
225/225 [==============================] - 0s 731us/step - loss: 0.3776 - accuracy: 0.8425
Epoch 131/500
225/225 [==============================] - 0s 742us/step - loss: 0.3737 - accuracy: 0.8447
Epoch 132/500
225/225 [==============================] - 0s 756us/step - loss: 0.3700 - accuracy: 0.8469
Epoch 133/500
225/225 [==============================] - 0s 765us/step - loss: 0.3666 - accuracy: 0.8490
Epoch 134/500
225/225 [==============================] - 0s 746us/step - loss: 0.3638 - accuracy: 0.8497
Epoch 135/500
225/225 [==============================] - 0s 748us/step - loss: 0.3612 - accuracy: 0.8522
Epoch 136/500
225/225 [==============================] - 0s 730us/step - loss: 0.3589 - accuracy: 0.8532
Epoch 137/500
225/225 [==============================] - 0s 744us/step - loss: 0.3567 - accuracy: 0.8549
Epoch 138/500
225/225 [==============================] - 0s 757us/step - loss: 0.3550 - accuracy: 0.8558
Epoch 139/500
225/225 [==============================] - 0s 760us/step - loss: 0.3536 - accuracy: 0.8568
Epoch 140/500
225/225 [==============================] - 0s 756us/step - loss: 0.3524 - accuracy: 0.8575
Epoch 141/500
225/225 [==============================] - 0s 762us/step - loss: 0.3513 - accuracy: 0.8576
Epoch 142/500
225/225 [==============================] - 0s 776us/step - loss: 0.3506 - accuracy: 0.8590
Epoch 143/500
225/225 [==============================] - 0s 765us/step - loss: 0.3498 - accuracy: 0.8582
Epoch 144/500
225/225 [==============================] - 0s 849us/step - loss: 0.3490 - accuracy: 0.8583
Epoch 145/500
225/225 [==============================] - 0s 860us/step - loss: 0.3483 - accuracy: 0.8587
Epoch 146/500
225/225 [==============================] - 0s 740us/step - loss: 0.3478 - accuracy: 0.8589
Epoch 147/500
225/225 [==============================] - 0s 744us/step - loss: 0.3477 - accuracy: 0.8587
Epoch 148/500
225/225 [==============================] - 0s 752us/step - loss: 0.3471 - accuracy: 0.8589
Epoch 149/500
225/225 [==============================] - 0s 756us/step - loss: 0.3469 - accuracy: 0.8589
Epoch 150/500
225/225 [==============================] - 0s 752us/step - loss: 0.3464 - accuracy: 0.8569
Epoch 151/500
225/225 [==============================] - 0s 766us/step - loss: 0.3464 - accuracy: 0.8582
Epoch 152/500
225/225 [==============================] - 0s 741us/step - loss: 0.3461 - accuracy: 0.8596
Epoch 153/500
225/225 [==============================] - 0s 752us/step - loss: 0.3461 - accuracy: 0.8601
Epoch 154/500
225/225 [==============================] - 0s 752us/step - loss: 0.3459 - accuracy: 0.8589
Epoch 155/500
225/225 [==============================] - 0s 745us/step - loss: 0.3455 - accuracy: 0.8593
Epoch 156/500
225/225 [==============================] - 0s 775us/step - loss: 0.3451 - accuracy: 0.8593
Epoch 157/500
225/225 [==============================] - 0s 744us/step - loss: 0.3452 - accuracy: 0.8590
Epoch 158/500
225/225 [==============================] - 0s 780us/step - loss: 0.3451 - accuracy: 0.8599
Epoch 159/500
225/225 [==============================] - 0s 729us/step - loss: 0.3451 - accuracy: 0.8579
Epoch 160/500
225/225 [==============================] - 0s 737us/step - loss: 0.3449 - accuracy: 0.8599
Epoch 161/500
225/225 [==============================] - 0s 854us/step - loss: 0.3452 - accuracy: 0.8585
Epoch 162/500
225/225 [==============================] - 0s 760us/step - loss: 0.3446 - accuracy: 0.8597
Epoch 163/500
225/225 [==============================] - 0s 743us/step - loss: 0.3443 - accuracy: 0.8604
Epoch 164/500
225/225 [==============================] - 0s 752us/step - loss: 0.3447 - accuracy: 0.8590
Epoch 165/500
225/225 [==============================] - 0s 733us/step - loss: 0.3447 - accuracy: 0.8582
Epoch 166/500
225/225 [==============================] - 0s 753us/step - loss: 0.3440 - accuracy: 0.8593
Epoch 167/500
225/225 [==============================] - 0s 751us/step - loss: 0.3443 - accuracy: 0.8597
Epoch 168/500
225/225 [==============================] - 0s 769us/step - loss: 0.3445 - accuracy: 0.8611
Epoch 169/500
225/225 [==============================] - 0s 757us/step - loss: 0.3438 - accuracy: 0.8583
Epoch 170/500
225/225 [==============================] - 0s 759us/step - loss: 0.3437 - accuracy: 0.8589
Epoch 171/500
225/225 [==============================] - 0s 729us/step - loss: 0.3442 - accuracy: 0.8610
Epoch 172/500
225/225 [==============================] - 0s 752us/step - loss: 0.3443 - accuracy: 0.8607
Epoch 173/500
225/225 [==============================] - 0s 772us/step - loss: 0.3439 - accuracy: 0.8603
Epoch 174/500
225/225 [==============================] - 0s 748us/step - loss: 0.3435 - accuracy: 0.8576
Epoch 175/500
225/225 [==============================] - 0s 745us/step - loss: 0.3438 - accuracy: 0.8590
Epoch 176/500
225/225 [==============================] - 0s 752us/step - loss: 0.3435 - accuracy: 0.8574
Epoch 177/500
225/225 [==============================] - 0s 729us/step - loss: 0.3435 - accuracy: 0.8596
Epoch 178/500
225/225 [==============================] - 0s 748us/step - loss: 0.3437 - accuracy: 0.8579
Epoch 179/500
225/225 [==============================] - 0s 763us/step - loss: 0.3435 - accuracy: 0.8575
Epoch 180/500
225/225 [==============================] - 0s 733us/step - loss: 0.3435 - accuracy: 0.8610
Epoch 181/500
225/225 [==============================] - 0s 763us/step - loss: 0.3432 - accuracy: 0.8592
Epoch 182/500
225/225 [==============================] - 0s 760us/step - loss: 0.3431 - accuracy: 0.8603
Epoch 183/500
225/225 [==============================] - 0s 750us/step - loss: 0.3433 - accuracy: 0.8592
Epoch 184/500
225/225 [==============================] - 0s 752us/step - loss: 0.3435 - accuracy: 0.8589
Epoch 185/500
225/225 [==============================] - 0s 776us/step - loss: 0.3433 - accuracy: 0.8590
Epoch 186/500
225/225 [==============================] - 0s 739us/step - loss: 0.3430 - accuracy: 0.8596
Epoch 187/500
225/225 [==============================] - 0s 736us/step - loss: 0.3428 - accuracy: 0.8593
Epoch 188/500
225/225 [==============================] - 0s 751us/step - loss: 0.3428 - accuracy: 0.8610
Epoch 189/500
225/225 [==============================] - 0s 745us/step - loss: 0.3428 - accuracy: 0.8586
Epoch 190/500
225/225 [==============================] - 0s 745us/step - loss: 0.3426 - accuracy: 0.8601
Epoch 191/500
225/225 [==============================] - 0s 772us/step - loss: 0.3423 - accuracy: 0.8594
Epoch 192/500
225/225 [==============================] - 0s 767us/step - loss: 0.3421 - accuracy: 0.8611
Epoch 193/500
225/225 [==============================] - 0s 742us/step - loss: 0.3427 - accuracy: 0.8604
Epoch 194/500
225/225 [==============================] - 0s 741us/step - loss: 0.3421 - accuracy: 0.8589
Epoch 195/500
225/225 [==============================] - 0s 750us/step - loss: 0.3424 - accuracy: 0.8585
Epoch 196/500
225/225 [==============================] - 0s 742us/step - loss: 0.3420 - accuracy: 0.8592
Epoch 197/500
225/225 [==============================] - 0s 793us/step - loss: 0.3425 - accuracy: 0.8586
Epoch 198/500
225/225 [==============================] - 0s 751us/step - loss: 0.3421 - accuracy: 0.8597
Epoch 199/500
225/225 [==============================] - 0s 753us/step - loss: 0.3421 - accuracy: 0.8593
Epoch 200/500
225/225 [==============================] - 0s 729us/step - loss: 0.3421 - accuracy: 0.8593
Epoch 201/500
225/225 [==============================] - 0s 743us/step - loss: 0.3420 - accuracy: 0.8604
Epoch 202/500
225/225 [==============================] - 0s 751us/step - loss: 0.3420 - accuracy: 0.8586
Epoch 203/500
225/225 [==============================] - 0s 779us/step - loss: 0.3414 - accuracy: 0.8611
Epoch 204/500
225/225 [==============================] - 0s 744us/step - loss: 0.3420 - accuracy: 0.8603
Epoch 205/500
225/225 [==============================] - 0s 753us/step - loss: 0.3414 - accuracy: 0.8589
Epoch 206/500
225/225 [==============================] - 0s 731us/step - loss: 0.3414 - accuracy: 0.8593
Epoch 207/500
225/225 [==============================] - 0s 745us/step - loss: 0.3417 - accuracy: 0.8594
Epoch 208/500
225/225 [==============================] - 0s 771us/step - loss: 0.3418 - accuracy: 0.8592
Epoch 209/500
225/225 [==============================] - 0s 747us/step - loss: 0.3414 - accuracy: 0.8590
Epoch 210/500
225/225 [==============================] - 0s 746us/step - loss: 0.3411 - accuracy: 0.8606
Epoch 211/500
225/225 [==============================] - 0s 749us/step - loss: 0.3409 - accuracy: 0.8608
Epoch 212/500
225/225 [==============================] - 0s 735us/step - loss: 0.3404 - accuracy: 0.8593
Epoch 213/500
225/225 [==============================] - 0s 748us/step - loss: 0.3414 - accuracy: 0.8587
Epoch 214/500
225/225 [==============================] - 0s 782us/step - loss: 0.3411 - accuracy: 0.8589
Epoch 215/500
225/225 [==============================] - 0s 731us/step - loss: 0.3409 - accuracy: 0.8608
Epoch 216/500
225/225 [==============================] - 0s 770us/step - loss: 0.3408 - accuracy: 0.8608
Epoch 217/500
225/225 [==============================] - 0s 744us/step - loss: 0.3408 - accuracy: 0.8592
Epoch 218/500
225/225 [==============================] - 0s 731us/step - loss: 0.3408 - accuracy: 0.8604
Epoch 219/500
225/225 [==============================] - 0s 751us/step - loss: 0.3406 - accuracy: 0.8599
Epoch 220/500
225/225 [==============================] - 0s 819us/step - loss: 0.3405 - accuracy: 0.8603
Epoch 221/500
225/225 [==============================] - 0s 815us/step - loss: 0.3407 - accuracy: 0.8611
Epoch 222/500
225/225 [==============================] - 0s 732us/step - loss: 0.3406 - accuracy: 0.8611
Epoch 223/500
225/225 [==============================] - 0s 746us/step - loss: 0.3401 - accuracy: 0.8599
Epoch 224/500
225/225 [==============================] - 0s 734us/step - loss: 0.3400 - accuracy: 0.8610
Epoch 225/500
225/225 [==============================] - 0s 731us/step - loss: 0.3404 - accuracy: 0.8601
Epoch 226/500
225/225 [==============================] - 0s 774us/step - loss: 0.3402 - accuracy: 0.8594
Epoch 227/500
225/225 [==============================] - 0s 737us/step - loss: 0.3402 - accuracy: 0.8608
Epoch 228/500
225/225 [==============================] - 0s 726us/step - loss: 0.3402 - accuracy: 0.8589
Epoch 229/500
225/225 [==============================] - 0s 741us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 230/500
225/225 [==============================] - 0s 736us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 231/500
225/225 [==============================] - 0s 731us/step - loss: 0.3396 - accuracy: 0.8583
Epoch 232/500
225/225 [==============================] - 0s 779us/step - loss: 0.3402 - accuracy: 0.8606
Epoch 233/500
225/225 [==============================] - 0s 743us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 234/500
225/225 [==============================] - 0s 736us/step - loss: 0.3404 - accuracy: 0.8604
Epoch 235/500
225/225 [==============================] - 0s 733us/step - loss: 0.3398 - accuracy: 0.8597
Epoch 236/500
225/225 [==============================] - 0s 734us/step - loss: 0.3400 - accuracy: 0.8594
Epoch 237/500
225/225 [==============================] - 0s 738us/step - loss: 0.3405 - accuracy: 0.8611
Epoch 238/500
225/225 [==============================] - 0s 762us/step - loss: 0.3402 - accuracy: 0.8590
Epoch 239/500
225/225 [==============================] - 0s 754us/step - loss: 0.3396 - accuracy: 0.8587
Epoch 240/500
225/225 [==============================] - 0s 739us/step - loss: 0.3401 - accuracy: 0.8601
Epoch 241/500
225/225 [==============================] - 0s 739us/step - loss: 0.3402 - accuracy: 0.8601
Epoch 242/500
225/225 [==============================] - 0s 732us/step - loss: 0.3400 - accuracy: 0.8625
Epoch 243/500
225/225 [==============================] - 0s 736us/step - loss: 0.3394 - accuracy: 0.8593
Epoch 244/500
225/225 [==============================] - 0s 778us/step - loss: 0.3394 - accuracy: 0.8610
Epoch 245/500
225/225 [==============================] - 0s 735us/step - loss: 0.3398 - accuracy: 0.8608
Epoch 246/500
225/225 [==============================] - 0s 740us/step - loss: 0.3401 - accuracy: 0.8610
Epoch 247/500
225/225 [==============================] - 0s 735us/step - loss: 0.3395 - accuracy: 0.8601
Epoch 248/500
225/225 [==============================] - 0s 737us/step - loss: 0.3395 - accuracy: 0.8596
Epoch 249/500
225/225 [==============================] - 0s 776us/step - loss: 0.3401 - accuracy: 0.8590
Epoch 250/500
225/225 [==============================] - 0s 744us/step - loss: 0.3398 - accuracy: 0.8603
Epoch 251/500
225/225 [==============================] - 0s 734us/step - loss: 0.3399 - accuracy: 0.8604
Epoch 252/500
225/225 [==============================] - 0s 761us/step - loss: 0.3397 - accuracy: 0.8599
Epoch 253/500
225/225 [==============================] - 0s 736us/step - loss: 0.3394 - accuracy: 0.8600
Epoch 254/500
225/225 [==============================] - 0s 735us/step - loss: 0.3399 - accuracy: 0.8590
Epoch 255/500
225/225 [==============================] - 0s 767us/step - loss: 0.3398 - accuracy: 0.8612
Epoch 256/500
225/225 [==============================] - 0s 739us/step - loss: 0.3400 - accuracy: 0.8593
Epoch 257/500
225/225 [==============================] - 0s 735us/step - loss: 0.3396 - accuracy: 0.8594
Epoch 258/500
225/225 [==============================] - 0s 735us/step - loss: 0.3399 - accuracy: 0.8586
Epoch 259/500
225/225 [==============================] - 0s 738us/step - loss: 0.3395 - accuracy: 0.8611
Epoch 260/500
225/225 [==============================] - 0s 731us/step - loss: 0.3395 - accuracy: 0.8614
Epoch 261/500
225/225 [==============================] - 0s 733us/step - loss: 0.3398 - accuracy: 0.8615
Epoch 262/500
225/225 [==============================] - 0s 785us/step - loss: 0.3392 - accuracy: 0.8619
Epoch 263/500
225/225 [==============================] - 0s 731us/step - loss: 0.3397 - accuracy: 0.8607
Epoch 264/500
225/225 [==============================] - 0s 740us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 265/500
225/225 [==============================] - 0s 728us/step - loss: 0.3398 - accuracy: 0.8615
Epoch 266/500
225/225 [==============================] - 0s 735us/step - loss: 0.3399 - accuracy: 0.8583
Epoch 267/500
225/225 [==============================] - 0s 751us/step - loss: 0.3396 - accuracy: 0.8621
Epoch 268/500
225/225 [==============================] - 0s 737us/step - loss: 0.3393 - accuracy: 0.8600
Epoch 269/500
225/225 [==============================] - 0s 733us/step - loss: 0.3401 - accuracy: 0.8592
Epoch 270/500
225/225 [==============================] - 0s 741us/step - loss: 0.3397 - accuracy: 0.8597
Epoch 271/500
225/225 [==============================] - 0s 734us/step - loss: 0.3397 - accuracy: 0.8610
Epoch 272/500
225/225 [==============================] - 0s 734us/step - loss: 0.3398 - accuracy: 0.8593
Epoch 273/500
225/225 [==============================] - 0s 780us/step - loss: 0.3394 - accuracy: 0.8607
Epoch 274/500
225/225 [==============================] - 0s 731us/step - loss: 0.3398 - accuracy: 0.8597
Epoch 275/500
225/225 [==============================] - 0s 758us/step - loss: 0.3397 - accuracy: 0.8606
Epoch 276/500
225/225 [==============================] - 0s 735us/step - loss: 0.3387 - accuracy: 0.8601
Epoch 277/500
225/225 [==============================] - 0s 730us/step - loss: 0.3396 - accuracy: 0.8587
Epoch 278/500
225/225 [==============================] - 0s 741us/step - loss: 0.3392 - accuracy: 0.8594
Epoch 279/500
225/225 [==============================] - 0s 860us/step - loss: 0.3393 - accuracy: 0.8593
Epoch 280/500
225/225 [==============================] - 0s 734us/step - loss: 0.3390 - accuracy: 0.8599
Epoch 281/500
225/225 [==============================] - 0s 733us/step - loss: 0.3395 - accuracy: 0.8581
Epoch 282/500
225/225 [==============================] - 0s 742us/step - loss: 0.3396 - accuracy: 0.8586
Epoch 283/500
225/225 [==============================] - 0s 734us/step - loss: 0.3397 - accuracy: 0.8597
Epoch 284/500
225/225 [==============================] - 0s 727us/step - loss: 0.3397 - accuracy: 0.8589
Epoch 285/500
225/225 [==============================] - 0s 755us/step - loss: 0.3393 - accuracy: 0.8599
Epoch 286/500
225/225 [==============================] - 0s 740us/step - loss: 0.3392 - accuracy: 0.8600
Epoch 287/500
225/225 [==============================] - 0s 729us/step - loss: 0.3389 - accuracy: 0.8600
Epoch 288/500
225/225 [==============================] - 0s 738us/step - loss: 0.3392 - accuracy: 0.8601
Epoch 289/500
225/225 [==============================] - 0s 729us/step - loss: 0.3393 - accuracy: 0.8610
Epoch 290/500
225/225 [==============================] - 0s 843us/step - loss: 0.3396 - accuracy: 0.8600
Epoch 291/500
225/225 [==============================] - 0s 787us/step - loss: 0.3395 - accuracy: 0.8603
Epoch 292/500
225/225 [==============================] - 0s 745us/step - loss: 0.3397 - accuracy: 0.8589
Epoch 293/500
225/225 [==============================] - 0s 743us/step - loss: 0.3391 - accuracy: 0.8596
Epoch 294/500
225/225 [==============================] - 0s 737us/step - loss: 0.3392 - accuracy: 0.8597
Epoch 295/500
225/225 [==============================] - 0s 790us/step - loss: 0.3394 - accuracy: 0.8582
Epoch 296/500
225/225 [==============================] - 0s 753us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 297/500
225/225 [==============================] - 0s 762us/step - loss: 0.3392 - accuracy: 0.8582
Epoch 298/500
225/225 [==============================] - 0s 748us/step - loss: 0.3394 - accuracy: 0.8603
Epoch 299/500
225/225 [==============================] - 0s 749us/step - loss: 0.3392 - accuracy: 0.8582
Epoch 300/500
225/225 [==============================] - 0s 753us/step - loss: 0.3390 - accuracy: 0.8589
Epoch 301/500
225/225 [==============================] - 0s 732us/step - loss: 0.3396 - accuracy: 0.8594
Epoch 302/500
225/225 [==============================] - 0s 768us/step - loss: 0.3389 - accuracy: 0.8599
Epoch 303/500
225/225 [==============================] - 0s 771us/step - loss: 0.3396 - accuracy: 0.8611
Epoch 304/500
225/225 [==============================] - 0s 737us/step - loss: 0.3390 - accuracy: 0.8581
Epoch 305/500
225/225 [==============================] - 0s 749us/step - loss: 0.3386 - accuracy: 0.8597
Epoch 306/500
225/225 [==============================] - 0s 754us/step - loss: 0.3389 - accuracy: 0.8576
Epoch 307/500
225/225 [==============================] - 0s 736us/step - loss: 0.3390 - accuracy: 0.8610
Epoch 308/500
225/225 [==============================] - 0s 772us/step - loss: 0.3392 - accuracy: 0.8606
Epoch 309/500
225/225 [==============================] - 0s 758us/step - loss: 0.3392 - accuracy: 0.8594
Epoch 310/500
225/225 [==============================] - 0s 731us/step - loss: 0.3392 - accuracy: 0.8585
Epoch 311/500
225/225 [==============================] - 0s 751us/step - loss: 0.3388 - accuracy: 0.8589
Epoch 312/500
225/225 [==============================] - 0s 758us/step - loss: 0.3390 - accuracy: 0.8593
Epoch 313/500
225/225 [==============================] - 0s 734us/step - loss: 0.3392 - accuracy: 0.8592
Epoch 314/500
225/225 [==============================] - 0s 773us/step - loss: 0.3383 - accuracy: 0.8596
Epoch 315/500
225/225 [==============================] - 0s 748us/step - loss: 0.3394 - accuracy: 0.8600
Epoch 316/500
225/225 [==============================] - 0s 746us/step - loss: 0.3393 - accuracy: 0.8607
Epoch 317/500
225/225 [==============================] - 0s 734us/step - loss: 0.3382 - accuracy: 0.8596
Epoch 318/500
225/225 [==============================] - 0s 759us/step - loss: 0.3386 - accuracy: 0.8604
Epoch 319/500
225/225 [==============================] - 0s 753us/step - loss: 0.3394 - accuracy: 0.8594
Epoch 320/500
225/225 [==============================] - 0s 778us/step - loss: 0.3386 - accuracy: 0.8587
Epoch 321/500
225/225 [==============================] - 0s 752us/step - loss: 0.3393 - accuracy: 0.8608
Epoch 322/500
225/225 [==============================] - 0s 747us/step - loss: 0.3392 - accuracy: 0.8601
Epoch 323/500
225/225 [==============================] - 0s 732us/step - loss: 0.3384 - accuracy: 0.8606
Epoch 324/500
225/225 [==============================] - 0s 782us/step - loss: 0.3390 - accuracy: 0.8592
Epoch 325/500
225/225 [==============================] - 0s 758us/step - loss: 0.3392 - accuracy: 0.8603
Epoch 326/500
225/225 [==============================] - 0s 787us/step - loss: 0.3392 - accuracy: 0.8600
Epoch 327/500
225/225 [==============================] - 0s 755us/step - loss: 0.3394 - accuracy: 0.8601
Epoch 328/500
225/225 [==============================] - 0s 742us/step - loss: 0.3389 - accuracy: 0.8597
Epoch 329/500
225/225 [==============================] - 0s 737us/step - loss: 0.3393 - accuracy: 0.8599
Epoch 330/500
225/225 [==============================] - 0s 752us/step - loss: 0.3391 - accuracy: 0.8593
Epoch 331/500
225/225 [==============================] - 0s 806us/step - loss: 0.3391 - accuracy: 0.8615
Epoch 332/500
225/225 [==============================] - 0s 757us/step - loss: 0.3391 - accuracy: 0.8601
Epoch 333/500
225/225 [==============================] - 0s 759us/step - loss: 0.3390 - accuracy: 0.8590
Epoch 334/500
225/225 [==============================] - 0s 743us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 335/500
225/225 [==============================] - 0s 754us/step - loss: 0.3393 - accuracy: 0.8594
Epoch 336/500
225/225 [==============================] - 0s 733us/step - loss: 0.3387 - accuracy: 0.8592
Epoch 337/500
225/225 [==============================] - 0s 766us/step - loss: 0.3396 - accuracy: 0.8594
Epoch 338/500
225/225 [==============================] - 0s 754us/step - loss: 0.3391 - accuracy: 0.8594
Epoch 339/500
225/225 [==============================] - 0s 734us/step - loss: 0.3391 - accuracy: 0.8601
Epoch 340/500
225/225 [==============================] - 0s 758us/step - loss: 0.3385 - accuracy: 0.8600
Epoch 341/500
225/225 [==============================] - 0s 798us/step - loss: 0.3388 - accuracy: 0.8593
Epoch 342/500
225/225 [==============================] - 0s 730us/step - loss: 0.3389 - accuracy: 0.8575
Epoch 343/500
225/225 [==============================] - 0s 750us/step - loss: 0.3391 - accuracy: 0.8578
Epoch 344/500
225/225 [==============================] - 0s 757us/step - loss: 0.3389 - accuracy: 0.8615
Epoch 345/500
225/225 [==============================] - 0s 734us/step - loss: 0.3386 - accuracy: 0.8608
Epoch 346/500
225/225 [==============================] - 0s 732us/step - loss: 0.3391 - accuracy: 0.8587
Epoch 347/500
225/225 [==============================] - 0s 755us/step - loss: 0.3391 - accuracy: 0.8592
Epoch 348/500
225/225 [==============================] - 0s 750us/step - loss: 0.3389 - accuracy: 0.8590
Epoch 349/500
225/225 [==============================] - 0s 736us/step - loss: 0.3389 - accuracy: 0.8587
Epoch 350/500
225/225 [==============================] - 0s 796us/step - loss: 0.3386 - accuracy: 0.8587
Epoch 351/500
225/225 [==============================] - 0s 747us/step - loss: 0.3390 - accuracy: 0.8607
Epoch 352/500
225/225 [==============================] - 0s 742us/step - loss: 0.3390 - accuracy: 0.8585
Epoch 353/500
225/225 [==============================] - 0s 764us/step - loss: 0.3392 - accuracy: 0.8585
Epoch 354/500
225/225 [==============================] - 0s 787us/step - loss: 0.3391 - accuracy: 0.8585
Epoch 355/500
225/225 [==============================] - 0s 734us/step - loss: 0.3388 - accuracy: 0.8597
Epoch 356/500
225/225 [==============================] - 0s 773us/step - loss: 0.3388 - accuracy: 0.8601
Epoch 357/500
225/225 [==============================] - 0s 749us/step - loss: 0.3387 - accuracy: 0.8581
Epoch 358/500
225/225 [==============================] - 0s 732us/step - loss: 0.3387 - accuracy: 0.8604
Epoch 359/500
225/225 [==============================] - 0s 761us/step - loss: 0.3390 - accuracy: 0.8597
Epoch 360/500
225/225 [==============================] - 0s 750us/step - loss: 0.3389 - accuracy: 0.8599
Epoch 361/500
225/225 [==============================] - 0s 753us/step - loss: 0.3383 - accuracy: 0.8596
Epoch 362/500
225/225 [==============================] - 0s 755us/step - loss: 0.3389 - accuracy: 0.8603
Epoch 363/500
225/225 [==============================] - 0s 756us/step - loss: 0.3384 - accuracy: 0.8596
Epoch 364/500
225/225 [==============================] - 0s 745us/step - loss: 0.3387 - accuracy: 0.8581
Epoch 365/500
225/225 [==============================] - 0s 736us/step - loss: 0.3388 - accuracy: 0.8596
Epoch 366/500
225/225 [==============================] - 0s 780us/step - loss: 0.3390 - accuracy: 0.8592
Epoch 367/500
225/225 [==============================] - 0s 752us/step - loss: 0.3388 - accuracy: 0.8604
Epoch 368/500
225/225 [==============================] - 0s 739us/step - loss: 0.3388 - accuracy: 0.8601
Epoch 369/500
225/225 [==============================] - 0s 742us/step - loss: 0.3389 - accuracy: 0.8603
Epoch 370/500
225/225 [==============================] - 0s 749us/step - loss: 0.3387 - accuracy: 0.8611
Epoch 371/500
225/225 [==============================] - 0s 737us/step - loss: 0.3390 - accuracy: 0.8578
Epoch 372/500
225/225 [==============================] - 0s 792us/step - loss: 0.3387 - accuracy: 0.8582
Epoch 373/500
225/225 [==============================] - 0s 751us/step - loss: 0.3389 - accuracy: 0.8581
Epoch 374/500
225/225 [==============================] - 0s 740us/step - loss: 0.3389 - accuracy: 0.8594
Epoch 375/500
225/225 [==============================] - 0s 744us/step - loss: 0.3388 - accuracy: 0.8578
Epoch 376/500
225/225 [==============================] - 0s 754us/step - loss: 0.3389 - accuracy: 0.8586
Epoch 377/500
225/225 [==============================] - 0s 741us/step - loss: 0.3390 - accuracy: 0.8583
Epoch 378/500
225/225 [==============================] - 0s 788us/step - loss: 0.3388 - accuracy: 0.8594
Epoch 379/500
225/225 [==============================] - 0s 748us/step - loss: 0.3390 - accuracy: 0.8594
Epoch 380/500
225/225 [==============================] - 0s 740us/step - loss: 0.3389 - accuracy: 0.8589
Epoch 381/500
225/225 [==============================] - 0s 746us/step - loss: 0.3387 - accuracy: 0.8600
Epoch 382/500
225/225 [==============================] - 0s 754us/step - loss: 0.3392 - accuracy: 0.8599
Epoch 383/500
225/225 [==============================] - 0s 758us/step - loss: 0.3388 - accuracy: 0.8586
Epoch 384/500
225/225 [==============================] - 0s 745us/step - loss: 0.3390 - accuracy: 0.8585
Epoch 385/500
225/225 [==============================] - 0s 744us/step - loss: 0.3385 - accuracy: 0.8579
Epoch 386/500
225/225 [==============================] - 0s 753us/step - loss: 0.3388 - accuracy: 0.8585
Epoch 387/500
225/225 [==============================] - 0s 733us/step - loss: 0.3387 - accuracy: 0.8587
Epoch 388/500
225/225 [==============================] - 0s 753us/step - loss: 0.3381 - accuracy: 0.8578
Epoch 389/500
225/225 [==============================] - 0s 790us/step - loss: 0.3387 - accuracy: 0.8592
Epoch 390/500
225/225 [==============================] - 0s 747us/step - loss: 0.3386 - accuracy: 0.8589
Epoch 391/500
225/225 [==============================] - 0s 783us/step - loss: 0.3384 - accuracy: 0.8581
Epoch 392/500
225/225 [==============================] - 0s 748us/step - loss: 0.3381 - accuracy: 0.8581
Epoch 393/500
225/225 [==============================] - 0s 732us/step - loss: 0.3384 - accuracy: 0.8593
Epoch 394/500
225/225 [==============================] - 0s 757us/step - loss: 0.3382 - accuracy: 0.8606
Epoch 395/500
225/225 [==============================] - 0s 748us/step - loss: 0.3386 - accuracy: 0.8582
Epoch 396/500
225/225 [==============================] - 0s 766us/step - loss: 0.3385 - accuracy: 0.8589
Epoch 397/500
225/225 [==============================] - 0s 751us/step - loss: 0.3381 - accuracy: 0.8575
Epoch 398/500
225/225 [==============================] - 0s 739us/step - loss: 0.3383 - accuracy: 0.8601
Epoch 399/500
225/225 [==============================] - 0s 729us/step - loss: 0.3381 - accuracy: 0.8586
Epoch 400/500
225/225 [==============================] - 0s 754us/step - loss: 0.3384 - accuracy: 0.8593
Epoch 401/500
225/225 [==============================] - 0s 766us/step - loss: 0.3380 - accuracy: 0.8592
Epoch 402/500
225/225 [==============================] - 0s 742us/step - loss: 0.3383 - accuracy: 0.8589
Epoch 403/500
225/225 [==============================] - 0s 737us/step - loss: 0.3376 - accuracy: 0.8596
Epoch 404/500
225/225 [==============================] - 0s 743us/step - loss: 0.3382 - accuracy: 0.8586
Epoch 405/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3382 - accuracy: 0.8592
Epoch 406/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3388 - accuracy: 0.8579
Epoch 407/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3381 - accuracy: 0.8586
Epoch 408/500
225/225 [==============================] - 0s 709us/step - loss: 0.3381 - accuracy: 0.8578
Epoch 409/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3380 - accuracy: 0.8586
Epoch 410/500
225/225 [==============================] - 0s 884us/step - loss: 0.3381 - accuracy: 0.8576
Epoch 411/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3376 - accuracy: 0.8593
Epoch 412/500
225/225 [==============================] - 0s 822us/step - loss: 0.3377 - accuracy: 0.8607
Epoch 413/500
225/225 [==============================] - 0s 836us/step - loss: 0.3378 - accuracy: 0.8585
Epoch 414/500
225/225 [==============================] - 0s 836us/step - loss: 0.3380 - accuracy: 0.8608
Epoch 415/500
225/225 [==============================] - 0s 795us/step - loss: 0.3370 - accuracy: 0.8593
Epoch 416/500
225/225 [==============================] - 0s 740us/step - loss: 0.3375 - accuracy: 0.8600
Epoch 417/500
225/225 [==============================] - 0s 765us/step - loss: 0.3381 - accuracy: 0.8581
Epoch 418/500
225/225 [==============================] - 0s 771us/step - loss: 0.3370 - accuracy: 0.8579
Epoch 419/500
225/225 [==============================] - 0s 769us/step - loss: 0.3376 - accuracy: 0.8589
Epoch 420/500
225/225 [==============================] - 0s 743us/step - loss: 0.3372 - accuracy: 0.8597
Epoch 421/500
225/225 [==============================] - 0s 772us/step - loss: 0.3374 - accuracy: 0.8581
Epoch 422/500
225/225 [==============================] - 0s 758us/step - loss: 0.3376 - accuracy: 0.8600
Epoch 423/500
225/225 [==============================] - 0s 775us/step - loss: 0.3381 - accuracy: 0.8574
Epoch 424/500
225/225 [==============================] - 0s 736us/step - loss: 0.3373 - accuracy: 0.8606
Epoch 425/500
225/225 [==============================] - 0s 734us/step - loss: 0.3372 - accuracy: 0.8590
Epoch 426/500
225/225 [==============================] - 0s 761us/step - loss: 0.3374 - accuracy: 0.8593
Epoch 427/500
225/225 [==============================] - 0s 736us/step - loss: 0.3378 - accuracy: 0.8594
Epoch 428/500
225/225 [==============================] - 0s 730us/step - loss: 0.3376 - accuracy: 0.8599
Epoch 429/500
225/225 [==============================] - 0s 734us/step - loss: 0.3379 - accuracy: 0.8575
Epoch 430/500
225/225 [==============================] - 0s 730us/step - loss: 0.3375 - accuracy: 0.8600
Epoch 431/500
225/225 [==============================] - 0s 755us/step - loss: 0.3376 - accuracy: 0.8589
Epoch 432/500
225/225 [==============================] - 0s 788us/step - loss: 0.3375 - accuracy: 0.8583
Epoch 433/500
225/225 [==============================] - 0s 743us/step - loss: 0.3377 - accuracy: 0.8607
Epoch 434/500
225/225 [==============================] - 0s 750us/step - loss: 0.3376 - accuracy: 0.8575
Epoch 435/500
225/225 [==============================] - 0s 748us/step - loss: 0.3373 - accuracy: 0.8590
Epoch 436/500
225/225 [==============================] - 0s 728us/step - loss: 0.3376 - accuracy: 0.8583
Epoch 437/500
225/225 [==============================] - 0s 779us/step - loss: 0.3373 - accuracy: 0.8585
Epoch 438/500
225/225 [==============================] - 0s 871us/step - loss: 0.3376 - accuracy: 0.8587
Epoch 439/500
225/225 [==============================] - 0s 838us/step - loss: 0.3369 - accuracy: 0.8600
Epoch 440/500
225/225 [==============================] - 0s 832us/step - loss: 0.3379 - accuracy: 0.8578
Epoch 441/500
225/225 [==============================] - 0s 828us/step - loss: 0.3374 - accuracy: 0.8596
Epoch 442/500
225/225 [==============================] - 0s 795us/step - loss: 0.3377 - accuracy: 0.8578
Epoch 443/500
225/225 [==============================] - 0s 738us/step - loss: 0.3371 - accuracy: 0.8599
Epoch 444/500
225/225 [==============================] - 0s 760us/step - loss: 0.3375 - accuracy: 0.8590
Epoch 445/500
225/225 [==============================] - 0s 773us/step - loss: 0.3374 - accuracy: 0.8594
Epoch 446/500
225/225 [==============================] - 0s 758us/step - loss: 0.3370 - accuracy: 0.8583
Epoch 447/500
225/225 [==============================] - 0s 736us/step - loss: 0.3371 - accuracy: 0.8585
Epoch 448/500
225/225 [==============================] - 0s 753us/step - loss: 0.3374 - accuracy: 0.8612
Epoch 449/500
225/225 [==============================] - 0s 788us/step - loss: 0.3371 - accuracy: 0.8601
Epoch 450/500
225/225 [==============================] - 0s 734us/step - loss: 0.3371 - accuracy: 0.8585
Epoch 451/500
225/225 [==============================] - 0s 750us/step - loss: 0.3376 - accuracy: 0.8592
Epoch 452/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3371 - accuracy: 0.8590
Epoch 453/500
225/225 [==============================] - 0s 968us/step - loss: 0.3370 - accuracy: 0.8592
Epoch 454/500
225/225 [==============================] - 0s 749us/step - loss: 0.3371 - accuracy: 0.8586
Epoch 455/500
225/225 [==============================] - 0s 762us/step - loss: 0.3372 - accuracy: 0.8596
Epoch 456/500
225/225 [==============================] - 0s 1ms/step - loss: 0.3377 - accuracy: 0.8593
Epoch 457/500
225/225 [==============================] - 0s 950us/step - loss: 0.3371 - accuracy: 0.8610
Epoch 458/500
225/225 [==============================] - 0s 790us/step - loss: 0.3376 - accuracy: 0.8606
Epoch 459/500
225/225 [==============================] - 0s 772us/step - loss: 0.3372 - accuracy: 0.8589
Epoch 460/500
225/225 [==============================] - 0s 770us/step - loss: 0.3369 - accuracy: 0.8589
Epoch 461/500
225/225 [==============================] - 0s 793us/step - loss: 0.3373 - accuracy: 0.8592
Epoch 462/500
225/225 [==============================] - 0s 760us/step - loss: 0.3373 - accuracy: 0.8604
Epoch 463/500
225/225 [==============================] - 0s 957us/step - loss: 0.3373 - accuracy: 0.8600
Epoch 464/500
225/225 [==============================] - 0s 753us/step - loss: 0.3368 - accuracy: 0.8593
Epoch 465/500
225/225 [==============================] - 0s 815us/step - loss: 0.3375 - accuracy: 0.8590
Epoch 466/500
225/225 [==============================] - 0s 810us/step - loss: 0.3379 - accuracy: 0.8582
Epoch 467/500
225/225 [==============================] - 0s 777us/step - loss: 0.3376 - accuracy: 0.8593
Epoch 468/500
225/225 [==============================] - 0s 823us/step - loss: 0.3370 - accuracy: 0.8585
Epoch 469/500
225/225 [==============================] - 0s 786us/step - loss: 0.3367 - accuracy: 0.8574
Epoch 470/500
225/225 [==============================] - 0s 787us/step - loss: 0.3372 - accuracy: 0.8582
Epoch 471/500
225/225 [==============================] - 0s 818us/step - loss: 0.3374 - accuracy: 0.8574
Epoch 472/500
225/225 [==============================] - 0s 767us/step - loss: 0.3370 - accuracy: 0.8596
Epoch 473/500
225/225 [==============================] - 0s 774us/step - loss: 0.3373 - accuracy: 0.8589
Epoch 474/500
225/225 [==============================] - 0s 886us/step - loss: 0.3372 - accuracy: 0.8575
Epoch 475/500
225/225 [==============================] - 0s 803us/step - loss: 0.3373 - accuracy: 0.8606
Epoch 476/500
225/225 [==============================] - 0s 830us/step - loss: 0.3370 - accuracy: 0.8581
Epoch 477/500
225/225 [==============================] - 0s 816us/step - loss: 0.3376 - accuracy: 0.8575
Epoch 478/500
225/225 [==============================] - 0s 827us/step - loss: 0.3375 - accuracy: 0.8585
Epoch 479/500
225/225 [==============================] - 0s 851us/step - loss: 0.3372 - accuracy: 0.8565
Epoch 480/500
225/225 [==============================] - 0s 763us/step - loss: 0.3371 - accuracy: 0.8589
Epoch 481/500
225/225 [==============================] - 0s 809us/step - loss: 0.3374 - accuracy: 0.8582
Epoch 482/500
225/225 [==============================] - 0s 783us/step - loss: 0.3374 - accuracy: 0.8585
Epoch 483/500
225/225 [==============================] - 0s 735us/step - loss: 0.3369 - accuracy: 0.8604
Epoch 484/500
225/225 [==============================] - 0s 758us/step - loss: 0.3368 - accuracy: 0.8608
Epoch 485/500
225/225 [==============================] - 0s 760us/step - loss: 0.3372 - accuracy: 0.8592
Epoch 486/500
225/225 [==============================] - 0s 737us/step - loss: 0.3371 - accuracy: 0.8589
Epoch 487/500
225/225 [==============================] - 0s 754us/step - loss: 0.3372 - accuracy: 0.8596
Epoch 488/500
225/225 [==============================] - 0s 901us/step - loss: 0.3361 - accuracy: 0.8585
Epoch 489/500
225/225 [==============================] - 0s 751us/step - loss: 0.3376 - accuracy: 0.8593
Epoch 490/500
225/225 [==============================] - 0s 737us/step - loss: 0.3376 - accuracy: 0.8586
Epoch 491/500
225/225 [==============================] - 0s 769us/step - loss: 0.3369 - accuracy: 0.8593
Epoch 492/500
225/225 [==============================] - 0s 762us/step - loss: 0.3366 - accuracy: 0.8579
Epoch 493/500
225/225 [==============================] - 0s 743us/step - loss: 0.3374 - accuracy: 0.8581
Epoch 494/500
225/225 [==============================] - 0s 746us/step - loss: 0.3369 - accuracy: 0.8585
Epoch 495/500
225/225 [==============================] - 0s 746us/step - loss: 0.3370 - accuracy: 0.8606
Epoch 496/500
225/225 [==============================] - 0s 739us/step - loss: 0.3366 - accuracy: 0.8587
Epoch 497/500
225/225 [==============================] - 0s 751us/step - loss: 0.3369 - accuracy: 0.8581
Epoch 498/500
225/225 [==============================] - 0s 759us/step - loss: 0.3374 - accuracy: 0.8603
Epoch 499/500
225/225 [==============================] - 0s 767us/step - loss: 0.3372 - accuracy: 0.8610
Epoch 500/500
225/225 [==============================] - 0s 751us/step - loss: 0.3369 - accuracy: 0.8581
Epoch 1/100
113/113 [==============================] - 0s 1ms/step - loss: 0.6564 - accuracy: 0.7962
Epoch 2/100
113/113 [==============================] - 0s 931us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 3/100
113/113 [==============================] - 0s 918us/step - loss: 0.4477 - accuracy: 0.7962
Epoch 4/100
113/113 [==============================] - 0s 946us/step - loss: 0.4397 - accuracy: 0.7962
Epoch 5/100
113/113 [==============================] - 0s 914us/step - loss: 0.4366 - accuracy: 0.7962
Epoch 6/100
113/113 [==============================] - 0s 961us/step - loss: 0.4349 - accuracy: 0.7962
Epoch 7/100
113/113 [==============================] - 0s 917us/step - loss: 0.4338 - accuracy: 0.7962
Epoch 8/100
113/113 [==============================] - 0s 903us/step - loss: 0.4328 - accuracy: 0.7962
Epoch 9/100
113/113 [==============================] - 0s 807us/step - loss: 0.4321 - accuracy: 0.7962
Epoch 10/100
113/113 [==============================] - 0s 872us/step - loss: 0.4313 - accuracy: 0.7962
Epoch 11/100
113/113 [==============================] - 0s 845us/step - loss: 0.4306 - accuracy: 0.7962
Epoch 12/100
113/113 [==============================] - 0s 846us/step - loss: 0.4297 - accuracy: 0.7962
Epoch 13/100
113/113 [==============================] - 0s 845us/step - loss: 0.4291 - accuracy: 0.7962
Epoch 14/100
113/113 [==============================] - 0s 816us/step - loss: 0.4285 - accuracy: 0.7962
Epoch 15/100
113/113 [==============================] - 0s 811us/step - loss: 0.4277 - accuracy: 0.7962
Epoch 16/100
113/113 [==============================] - 0s 844us/step - loss: 0.4269 - accuracy: 0.7962
Epoch 17/100
113/113 [==============================] - 0s 809us/step - loss: 0.4262 - accuracy: 0.7962
Epoch 18/100
113/113 [==============================] - 0s 815us/step - loss: 0.4252 - accuracy: 0.8022
Epoch 19/100
113/113 [==============================] - 0s 838us/step - loss: 0.4243 - accuracy: 0.8126
Epoch 20/100
113/113 [==============================] - 0s 812us/step - loss: 0.4238 - accuracy: 0.8153
Epoch 21/100
113/113 [==============================] - 0s 881us/step - loss: 0.4229 - accuracy: 0.8168
Epoch 22/100
113/113 [==============================] - 0s 848us/step - loss: 0.4219 - accuracy: 0.8174
Epoch 23/100
113/113 [==============================] - 0s 819us/step - loss: 0.4210 - accuracy: 0.8189
Epoch 24/100
113/113 [==============================] - 0s 839us/step - loss: 0.4202 - accuracy: 0.8193
Epoch 25/100
113/113 [==============================] - 0s 812us/step - loss: 0.4196 - accuracy: 0.8218
Epoch 26/100
113/113 [==============================] - 0s 864us/step - loss: 0.4185 - accuracy: 0.8225
Epoch 27/100
113/113 [==============================] - 0s 832us/step - loss: 0.4178 - accuracy: 0.8225
Epoch 28/100
113/113 [==============================] - 0s 821us/step - loss: 0.4170 - accuracy: 0.8239
Epoch 29/100
113/113 [==============================] - 0s 853us/step - loss: 0.4164 - accuracy: 0.8246
Epoch 30/100
113/113 [==============================] - 0s 820us/step - loss: 0.4155 - accuracy: 0.8256
Epoch 31/100
113/113 [==============================] - 0s 931us/step - loss: 0.4149 - accuracy: 0.8275
Epoch 32/100
113/113 [==============================] - 0s 813us/step - loss: 0.4141 - accuracy: 0.8279
Epoch 33/100
113/113 [==============================] - 0s 856us/step - loss: 0.4136 - accuracy: 0.8279
Epoch 34/100
113/113 [==============================] - 0s 886us/step - loss: 0.4128 - accuracy: 0.8276
Epoch 35/100
113/113 [==============================] - 0s 829us/step - loss: 0.4121 - accuracy: 0.8289
Epoch 36/100
113/113 [==============================] - 0s 834us/step - loss: 0.4113 - accuracy: 0.8297
Epoch 37/100
113/113 [==============================] - 0s 861us/step - loss: 0.4110 - accuracy: 0.8311
Epoch 38/100
113/113 [==============================] - 0s 850us/step - loss: 0.4105 - accuracy: 0.8311
Epoch 39/100
113/113 [==============================] - 0s 883us/step - loss: 0.4099 - accuracy: 0.8321
Epoch 40/100
113/113 [==============================] - 0s 872us/step - loss: 0.4095 - accuracy: 0.8310
Epoch 41/100
113/113 [==============================] - 0s 895us/step - loss: 0.4088 - accuracy: 0.83250s - loss: 0.3978 - accuracy: 0.83
Epoch 42/100
113/113 [==============================] - 0s 835us/step - loss: 0.4085 - accuracy: 0.8335
Epoch 43/100
113/113 [==============================] - 0s 852us/step - loss: 0.4082 - accuracy: 0.8319
Epoch 44/100
113/113 [==============================] - 0s 873us/step - loss: 0.4079 - accuracy: 0.8331
Epoch 45/100
113/113 [==============================] - 0s 851us/step - loss: 0.4074 - accuracy: 0.8333
Epoch 46/100
113/113 [==============================] - 0s 833us/step - loss: 0.4070 - accuracy: 0.8340
Epoch 47/100
113/113 [==============================] - 0s 857us/step - loss: 0.4069 - accuracy: 0.8335
Epoch 48/100
113/113 [==============================] - 0s 857us/step - loss: 0.4065 - accuracy: 0.8336
Epoch 49/100
113/113 [==============================] - 0s 870us/step - loss: 0.4063 - accuracy: 0.8335
Epoch 50/100
113/113 [==============================] - 0s 829us/step - loss: 0.4059 - accuracy: 0.8336
Epoch 51/100
113/113 [==============================] - 0s 872us/step - loss: 0.4057 - accuracy: 0.8349
Epoch 52/100
113/113 [==============================] - 0s 889us/step - loss: 0.4056 - accuracy: 0.8342
Epoch 53/100
113/113 [==============================] - 0s 919us/step - loss: 0.4053 - accuracy: 0.8353
Epoch 54/100
113/113 [==============================] - 0s 889us/step - loss: 0.4050 - accuracy: 0.8343
Epoch 55/100
113/113 [==============================] - 0s 861us/step - loss: 0.4049 - accuracy: 0.8331
Epoch 56/100
113/113 [==============================] - 0s 901us/step - loss: 0.4047 - accuracy: 0.8347
Epoch 57/100
113/113 [==============================] - 0s 856us/step - loss: 0.4044 - accuracy: 0.8349
Epoch 58/100
113/113 [==============================] - 0s 882us/step - loss: 0.4042 - accuracy: 0.8338
Epoch 59/100
113/113 [==============================] - 0s 858us/step - loss: 0.4040 - accuracy: 0.8339
Epoch 60/100
113/113 [==============================] - 0s 851us/step - loss: 0.4037 - accuracy: 0.83360s - loss: 0.3971 - accuracy: 0.83
Epoch 61/100
113/113 [==============================] - 0s 920us/step - loss: 0.4038 - accuracy: 0.8349
Epoch 62/100
113/113 [==============================] - 0s 833us/step - loss: 0.4035 - accuracy: 0.8354
Epoch 63/100
113/113 [==============================] - 0s 860us/step - loss: 0.4036 - accuracy: 0.8349
Epoch 64/100
113/113 [==============================] - 0s 856us/step - loss: 0.4035 - accuracy: 0.8346
Epoch 65/100
113/113 [==============================] - 0s 843us/step - loss: 0.4032 - accuracy: 0.8358
Epoch 66/100
113/113 [==============================] - 0s 855us/step - loss: 0.4030 - accuracy: 0.8347
Epoch 67/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4031 - accuracy: 0.8360
Epoch 68/100
113/113 [==============================] - 0s 862us/step - loss: 0.4029 - accuracy: 0.8353
Epoch 69/100
113/113 [==============================] - 0s 852us/step - loss: 0.4030 - accuracy: 0.8351
Epoch 70/100
113/113 [==============================] - 0s 848us/step - loss: 0.4026 - accuracy: 0.8356
Epoch 71/100
113/113 [==============================] - 0s 890us/step - loss: 0.4028 - accuracy: 0.8344
Epoch 72/100
113/113 [==============================] - 0s 856us/step - loss: 0.4024 - accuracy: 0.8358
Epoch 73/100
113/113 [==============================] - 0s 842us/step - loss: 0.4028 - accuracy: 0.8351
Epoch 74/100
113/113 [==============================] - 0s 881us/step - loss: 0.4025 - accuracy: 0.8351
Epoch 75/100
113/113 [==============================] - 0s 844us/step - loss: 0.4023 - accuracy: 0.8356
Epoch 76/100
113/113 [==============================] - 0s 840us/step - loss: 0.4023 - accuracy: 0.8364
Epoch 77/100
113/113 [==============================] - 0s 865us/step - loss: 0.4022 - accuracy: 0.8350
Epoch 78/100
113/113 [==============================] - 0s 859us/step - loss: 0.4021 - accuracy: 0.8351
Epoch 79/100
113/113 [==============================] - 0s 875us/step - loss: 0.4020 - accuracy: 0.8368
Epoch 80/100
113/113 [==============================] - 0s 836us/step - loss: 0.4024 - accuracy: 0.8353
Epoch 81/100
113/113 [==============================] - 0s 910us/step - loss: 0.4020 - accuracy: 0.8367
Epoch 82/100
113/113 [==============================] - 0s 861us/step - loss: 0.4019 - accuracy: 0.8350
Epoch 83/100
113/113 [==============================] - 0s 847us/step - loss: 0.4021 - accuracy: 0.8360
Epoch 84/100
113/113 [==============================] - 0s 860us/step - loss: 0.4015 - accuracy: 0.8349
Epoch 85/100
113/113 [==============================] - 0s 845us/step - loss: 0.4015 - accuracy: 0.8333
Epoch 86/100
113/113 [==============================] - 0s 838us/step - loss: 0.4020 - accuracy: 0.8349
Epoch 87/100
113/113 [==============================] - 0s 874us/step - loss: 0.4016 - accuracy: 0.8365
Epoch 88/100
113/113 [==============================] - 0s 864us/step - loss: 0.4020 - accuracy: 0.8360
Epoch 89/100
113/113 [==============================] - 0s 897us/step - loss: 0.4016 - accuracy: 0.8342
Epoch 90/100
113/113 [==============================] - 0s 823us/step - loss: 0.4016 - accuracy: 0.8363
Epoch 91/100
113/113 [==============================] - 0s 936us/step - loss: 0.4016 - accuracy: 0.8356
Epoch 92/100
113/113 [==============================] - 0s 870us/step - loss: 0.4017 - accuracy: 0.8361
Epoch 93/100
113/113 [==============================] - 0s 928us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 94/100
113/113 [==============================] - 0s 857us/step - loss: 0.4015 - accuracy: 0.8351
Epoch 95/100
113/113 [==============================] - 0s 824us/step - loss: 0.4012 - accuracy: 0.8351
Epoch 96/100
113/113 [==============================] - 0s 840us/step - loss: 0.4014 - accuracy: 0.8356
Epoch 97/100
113/113 [==============================] - 0s 867us/step - loss: 0.4014 - accuracy: 0.8364
Epoch 98/100
113/113 [==============================] - 0s 840us/step - loss: 0.4011 - accuracy: 0.8365
Epoch 99/100
113/113 [==============================] - 0s 867us/step - loss: 0.4014 - accuracy: 0.8349
Epoch 100/100
113/113 [==============================] - 0s 826us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 1/100
113/113 [==============================] - 0s 840us/step - loss: 0.6595 - accuracy: 0.7968
Epoch 2/100
113/113 [==============================] - 0s 876us/step - loss: 0.5093 - accuracy: 0.7986
Epoch 3/100
113/113 [==============================] - 0s 838us/step - loss: 0.4435 - accuracy: 0.7986
Epoch 4/100
113/113 [==============================] - 0s 858us/step - loss: 0.4361 - accuracy: 0.7986
Epoch 5/100
113/113 [==============================] - 0s 867us/step - loss: 0.4327 - accuracy: 0.7986
Epoch 6/100
113/113 [==============================] - 0s 868us/step - loss: 0.4307 - accuracy: 0.7986
Epoch 7/100
113/113 [==============================] - 0s 889us/step - loss: 0.4292 - accuracy: 0.7986
Epoch 8/100
113/113 [==============================] - 0s 859us/step - loss: 0.4279 - accuracy: 0.7986
Epoch 9/100
113/113 [==============================] - 0s 880us/step - loss: 0.4266 - accuracy: 0.7986
Epoch 10/100
113/113 [==============================] - 0s 898us/step - loss: 0.4253 - accuracy: 0.7986
Epoch 11/100
113/113 [==============================] - 0s 848us/step - loss: 0.4241 - accuracy: 0.7986
Epoch 12/100
113/113 [==============================] - 0s 881us/step - loss: 0.4229 - accuracy: 0.7986
Epoch 13/100
113/113 [==============================] - 0s 875us/step - loss: 0.4214 - accuracy: 0.7986
Epoch 14/100
113/113 [==============================] - 0s 860us/step - loss: 0.4203 - accuracy: 0.7986
Epoch 15/100
113/113 [==============================] - 0s 943us/step - loss: 0.4192 - accuracy: 0.8017
Epoch 16/100
113/113 [==============================] - 0s 961us/step - loss: 0.4180 - accuracy: 0.8185
Epoch 17/100
113/113 [==============================] - 0s 885us/step - loss: 0.4171 - accuracy: 0.8194
Epoch 18/100
113/113 [==============================] - 0s 849us/step - loss: 0.4159 - accuracy: 0.8221
Epoch 19/100
113/113 [==============================] - 0s 870us/step - loss: 0.4150 - accuracy: 0.8253
Epoch 20/100
113/113 [==============================] - 0s 913us/step - loss: 0.4140 - accuracy: 0.8246
Epoch 21/100
113/113 [==============================] - 0s 857us/step - loss: 0.4133 - accuracy: 0.8272
Epoch 22/100
113/113 [==============================] - 0s 887us/step - loss: 0.4124 - accuracy: 0.8278
Epoch 23/100
113/113 [==============================] - 0s 862us/step - loss: 0.4117 - accuracy: 0.8297
Epoch 24/100
113/113 [==============================] - 0s 864us/step - loss: 0.4110 - accuracy: 0.8308
Epoch 25/100
113/113 [==============================] - 0s 852us/step - loss: 0.4103 - accuracy: 0.8318
Epoch 26/100
113/113 [==============================] - 0s 958us/step - loss: 0.4097 - accuracy: 0.8317
Epoch 27/100
113/113 [==============================] - 0s 866us/step - loss: 0.4088 - accuracy: 0.8326
Epoch 28/100
113/113 [==============================] - 0s 918us/step - loss: 0.4084 - accuracy: 0.8347
Epoch 29/100
113/113 [==============================] - 0s 934us/step - loss: 0.4078 - accuracy: 0.8353
Epoch 30/100
113/113 [==============================] - 0s 807us/step - loss: 0.4073 - accuracy: 0.8363
Epoch 31/100
113/113 [==============================] - 0s 815us/step - loss: 0.4069 - accuracy: 0.8369
Epoch 32/100
113/113 [==============================] - 0s 829us/step - loss: 0.4062 - accuracy: 0.8363
Epoch 33/100
113/113 [==============================] - 0s 814us/step - loss: 0.4056 - accuracy: 0.8369
Epoch 34/100
113/113 [==============================] - 0s 841us/step - loss: 0.4053 - accuracy: 0.8371
Epoch 35/100
113/113 [==============================] - 0s 804us/step - loss: 0.4048 - accuracy: 0.8378
Epoch 36/100
113/113 [==============================] - 0s 839us/step - loss: 0.4046 - accuracy: 0.8376
Epoch 37/100
113/113 [==============================] - 0s 839us/step - loss: 0.4042 - accuracy: 0.8372
Epoch 38/100
113/113 [==============================] - 0s 801us/step - loss: 0.4037 - accuracy: 0.8376
Epoch 39/100
113/113 [==============================] - 0s 807us/step - loss: 0.4035 - accuracy: 0.8382
Epoch 40/100
113/113 [==============================] - 0s 841us/step - loss: 0.4028 - accuracy: 0.8383
Epoch 41/100
113/113 [==============================] - 0s 799us/step - loss: 0.4024 - accuracy: 0.8393
Epoch 42/100
113/113 [==============================] - 0s 840us/step - loss: 0.4025 - accuracy: 0.8379
Epoch 43/100
113/113 [==============================] - 0s 825us/step - loss: 0.4019 - accuracy: 0.8393
Epoch 44/100
113/113 [==============================] - 0s 872us/step - loss: 0.4014 - accuracy: 0.8386
Epoch 45/100
113/113 [==============================] - 0s 860us/step - loss: 0.4012 - accuracy: 0.8386
Epoch 46/100
113/113 [==============================] - 0s 913us/step - loss: 0.4009 - accuracy: 0.8381
Epoch 47/100
113/113 [==============================] - 0s 864us/step - loss: 0.4006 - accuracy: 0.8396
Epoch 48/100
113/113 [==============================] - 0s 825us/step - loss: 0.4007 - accuracy: 0.8393
Epoch 49/100
113/113 [==============================] - 0s 857us/step - loss: 0.4001 - accuracy: 0.8393
Epoch 50/100
113/113 [==============================] - 0s 954us/step - loss: 0.4001 - accuracy: 0.8390
Epoch 51/100
113/113 [==============================] - 0s 822us/step - loss: 0.4000 - accuracy: 0.8392
Epoch 52/100
113/113 [==============================] - 0s 855us/step - loss: 0.3997 - accuracy: 0.8393
Epoch 53/100
113/113 [==============================] - 0s 827us/step - loss: 0.3995 - accuracy: 0.8392
Epoch 54/100
113/113 [==============================] - 0s 839us/step - loss: 0.3994 - accuracy: 0.8390
Epoch 55/100
113/113 [==============================] - 0s 844us/step - loss: 0.3991 - accuracy: 0.8394
Epoch 56/100
113/113 [==============================] - 0s 928us/step - loss: 0.3989 - accuracy: 0.8396
Epoch 57/100
113/113 [==============================] - 0s 863us/step - loss: 0.3991 - accuracy: 0.8386
Epoch 58/100
113/113 [==============================] - 0s 825us/step - loss: 0.3988 - accuracy: 0.8400
Epoch 59/100
113/113 [==============================] - 0s 844us/step - loss: 0.3987 - accuracy: 0.8390
Epoch 60/100
113/113 [==============================] - 0s 851us/step - loss: 0.3985 - accuracy: 0.8397
Epoch 61/100
113/113 [==============================] - 0s 829us/step - loss: 0.3986 - accuracy: 0.8400
Epoch 62/100
113/113 [==============================] - 0s 822us/step - loss: 0.3980 - accuracy: 0.8390
Epoch 63/100
113/113 [==============================] - 0s 841us/step - loss: 0.3985 - accuracy: 0.8396
Epoch 64/100
113/113 [==============================] - 0s 813us/step - loss: 0.3980 - accuracy: 0.8393
Epoch 65/100
113/113 [==============================] - 0s 864us/step - loss: 0.3979 - accuracy: 0.8388
Epoch 66/100
113/113 [==============================] - 0s 818us/step - loss: 0.3980 - accuracy: 0.8400
Epoch 67/100
113/113 [==============================] - 0s 891us/step - loss: 0.3980 - accuracy: 0.8392
Epoch 68/100
113/113 [==============================] - 0s 858us/step - loss: 0.3976 - accuracy: 0.8394
Epoch 69/100
113/113 [==============================] - 0s 834us/step - loss: 0.3975 - accuracy: 0.8383
Epoch 70/100
113/113 [==============================] - 0s 865us/step - loss: 0.3971 - accuracy: 0.8388
Epoch 71/100
113/113 [==============================] - 0s 822us/step - loss: 0.3975 - accuracy: 0.8388
Epoch 72/100
113/113 [==============================] - 0s 823us/step - loss: 0.3973 - accuracy: 0.8386
Epoch 73/100
113/113 [==============================] - 0s 849us/step - loss: 0.3971 - accuracy: 0.8385
Epoch 74/100
113/113 [==============================] - 0s 829us/step - loss: 0.3971 - accuracy: 0.8389
Epoch 75/100
113/113 [==============================] - 0s 857us/step - loss: 0.3967 - accuracy: 0.8394
Epoch 76/100
113/113 [==============================] - 0s 817us/step - loss: 0.3970 - accuracy: 0.8403
Epoch 77/100
113/113 [==============================] - 0s 883us/step - loss: 0.3966 - accuracy: 0.8399
Epoch 78/100
113/113 [==============================] - 0s 865us/step - loss: 0.3965 - accuracy: 0.8389
Epoch 79/100
113/113 [==============================] - 0s 823us/step - loss: 0.3965 - accuracy: 0.8397
Epoch 80/100
113/113 [==============================] - 0s 865us/step - loss: 0.3966 - accuracy: 0.8404
Epoch 81/100
113/113 [==============================] - 0s 837us/step - loss: 0.3966 - accuracy: 0.8397
Epoch 82/100
113/113 [==============================] - 0s 836us/step - loss: 0.3966 - accuracy: 0.8397
Epoch 83/100
113/113 [==============================] - 0s 865us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 84/100
113/113 [==============================] - 0s 829us/step - loss: 0.3963 - accuracy: 0.8401
Epoch 85/100
113/113 [==============================] - 0s 838us/step - loss: 0.3960 - accuracy: 0.8392
Epoch 86/100
113/113 [==============================] - 0s 851us/step - loss: 0.3960 - accuracy: 0.8394
Epoch 87/100
113/113 [==============================] - 0s 928us/step - loss: 0.3961 - accuracy: 0.8394
Epoch 88/100
113/113 [==============================] - 0s 865us/step - loss: 0.3958 - accuracy: 0.8394
Epoch 89/100
113/113 [==============================] - 0s 864us/step - loss: 0.3956 - accuracy: 0.8401
Epoch 90/100
113/113 [==============================] - 0s 866us/step - loss: 0.3960 - accuracy: 0.8394
Epoch 91/100
113/113 [==============================] - 0s 872us/step - loss: 0.3956 - accuracy: 0.8407
Epoch 92/100
113/113 [==============================] - 0s 830us/step - loss: 0.3956 - accuracy: 0.8407
Epoch 93/100
113/113 [==============================] - 0s 876us/step - loss: 0.3959 - accuracy: 0.8392
Epoch 94/100
113/113 [==============================] - 0s 833us/step - loss: 0.3954 - accuracy: 0.8400
Epoch 95/100
113/113 [==============================] - 0s 832us/step - loss: 0.3955 - accuracy: 0.8394
Epoch 96/100
113/113 [==============================] - 0s 876us/step - loss: 0.3954 - accuracy: 0.8401
Epoch 97/100
113/113 [==============================] - 0s 933us/step - loss: 0.3954 - accuracy: 0.8397
Epoch 98/100
113/113 [==============================] - 0s 863us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 99/100
113/113 [==============================] - 0s 829us/step - loss: 0.3951 - accuracy: 0.8400
Epoch 100/100
113/113 [==============================] - 0s 817us/step - loss: 0.3953 - accuracy: 0.8400
Epoch 1/100
113/113 [==============================] - 0s 889us/step - loss: 0.6699 - accuracy: 0.7925
Epoch 2/100
113/113 [==============================] - 0s 847us/step - loss: 0.5417 - accuracy: 0.7978
Epoch 3/100
113/113 [==============================] - 0s 971us/step - loss: 0.4483 - accuracy: 0.7978
Epoch 4/100
113/113 [==============================] - 0s 913us/step - loss: 0.4369 - accuracy: 0.7978
Epoch 5/100
113/113 [==============================] - 0s 857us/step - loss: 0.4336 - accuracy: 0.7978
Epoch 6/100
113/113 [==============================] - 0s 922us/step - loss: 0.4315 - accuracy: 0.7978
Epoch 7/100
113/113 [==============================] - 0s 861us/step - loss: 0.4301 - accuracy: 0.7978
Epoch 8/100
113/113 [==============================] - 0s 865us/step - loss: 0.4290 - accuracy: 0.7978
Epoch 9/100
113/113 [==============================] - 0s 919us/step - loss: 0.4278 - accuracy: 0.7978
Epoch 10/100
113/113 [==============================] - 0s 871us/step - loss: 0.4266 - accuracy: 0.7978
Epoch 11/100
113/113 [==============================] - 0s 920us/step - loss: 0.4253 - accuracy: 0.7978
Epoch 12/100
113/113 [==============================] - 0s 922us/step - loss: 0.4240 - accuracy: 0.7978
Epoch 13/100
113/113 [==============================] - 0s 952us/step - loss: 0.4226 - accuracy: 0.7978
Epoch 14/100
113/113 [==============================] - 0s 868us/step - loss: 0.4215 - accuracy: 0.7978
Epoch 15/100
113/113 [==============================] - 0s 869us/step - loss: 0.4202 - accuracy: 0.7978
Epoch 16/100
113/113 [==============================] - 0s 985us/step - loss: 0.4192 - accuracy: 0.8024
Epoch 17/100
113/113 [==============================] - 0s 860us/step - loss: 0.4184 - accuracy: 0.8192
Epoch 18/100
113/113 [==============================] - 0s 903us/step - loss: 0.4173 - accuracy: 0.8219
Epoch 19/100
113/113 [==============================] - 0s 970us/step - loss: 0.4167 - accuracy: 0.8225
Epoch 20/100
113/113 [==============================] - 0s 869us/step - loss: 0.4160 - accuracy: 0.8253
Epoch 21/100
113/113 [==============================] - 0s 858us/step - loss: 0.4151 - accuracy: 0.8272
Epoch 22/100
113/113 [==============================] - 0s 853us/step - loss: 0.4145 - accuracy: 0.8272
Epoch 23/100
113/113 [==============================] - 0s 890us/step - loss: 0.4138 - accuracy: 0.8276
Epoch 24/100
113/113 [==============================] - 0s 975us/step - loss: 0.4131 - accuracy: 0.8286
Epoch 25/100
113/113 [==============================] - 0s 863us/step - loss: 0.4127 - accuracy: 0.8310
Epoch 26/100
113/113 [==============================] - 0s 839us/step - loss: 0.4121 - accuracy: 0.8310
Epoch 27/100
113/113 [==============================] - 0s 826us/step - loss: 0.4117 - accuracy: 0.8304
Epoch 28/100
113/113 [==============================] - 0s 843us/step - loss: 0.4110 - accuracy: 0.8315
Epoch 29/100
113/113 [==============================] - 0s 825us/step - loss: 0.4107 - accuracy: 0.8306
Epoch 30/100
113/113 [==============================] - 0s 837us/step - loss: 0.4103 - accuracy: 0.8321
Epoch 31/100
113/113 [==============================] - 0s 827us/step - loss: 0.4097 - accuracy: 0.8331
Epoch 32/100
113/113 [==============================] - 0s 807us/step - loss: 0.4093 - accuracy: 0.8333
Epoch 33/100
113/113 [==============================] - 0s 842us/step - loss: 0.4090 - accuracy: 0.8331
Epoch 34/100
113/113 [==============================] - 0s 826us/step - loss: 0.4082 - accuracy: 0.8328
Epoch 35/100
113/113 [==============================] - 0s 818us/step - loss: 0.4083 - accuracy: 0.8333
Epoch 36/100
113/113 [==============================] - 0s 861us/step - loss: 0.4076 - accuracy: 0.8347
Epoch 37/100
113/113 [==============================] - 0s 823us/step - loss: 0.4071 - accuracy: 0.8356
Epoch 38/100
113/113 [==============================] - 0s 848us/step - loss: 0.4065 - accuracy: 0.8351
Epoch 39/100
113/113 [==============================] - 0s 818us/step - loss: 0.4062 - accuracy: 0.8354
Epoch 40/100
113/113 [==============================] - 0s 820us/step - loss: 0.4056 - accuracy: 0.8354
Epoch 41/100
113/113 [==============================] - 0s 903us/step - loss: 0.4056 - accuracy: 0.8356
Epoch 42/100
113/113 [==============================] - 0s 815us/step - loss: 0.4051 - accuracy: 0.8354
Epoch 43/100
113/113 [==============================] - 0s 848us/step - loss: 0.4046 - accuracy: 0.8351
Epoch 44/100
113/113 [==============================] - 0s 807us/step - loss: 0.4042 - accuracy: 0.8354
Epoch 45/100
113/113 [==============================] - 0s 821us/step - loss: 0.4036 - accuracy: 0.8360
Epoch 46/100
113/113 [==============================] - 0s 832us/step - loss: 0.4032 - accuracy: 0.8367
Epoch 47/100
113/113 [==============================] - 0s 828us/step - loss: 0.4028 - accuracy: 0.8363
Epoch 48/100
113/113 [==============================] - 0s 809us/step - loss: 0.4023 - accuracy: 0.8368
Epoch 49/100
113/113 [==============================] - 0s 828us/step - loss: 0.4020 - accuracy: 0.8368
Epoch 50/100
113/113 [==============================] - 0s 818us/step - loss: 0.4016 - accuracy: 0.8367
Epoch 51/100
113/113 [==============================] - 0s 838us/step - loss: 0.4013 - accuracy: 0.8368
Epoch 52/100
113/113 [==============================] - 0s 838us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 53/100
113/113 [==============================] - 0s 917us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 54/100
113/113 [==============================] - 0s 836us/step - loss: 0.4000 - accuracy: 0.8374
Epoch 55/100
113/113 [==============================] - 0s 812us/step - loss: 0.3999 - accuracy: 0.8369
Epoch 56/100
113/113 [==============================] - 0s 838us/step - loss: 0.3995 - accuracy: 0.8363
Epoch 57/100
113/113 [==============================] - 0s 824us/step - loss: 0.3993 - accuracy: 0.8360
Epoch 58/100
113/113 [==============================] - 0s 814us/step - loss: 0.3990 - accuracy: 0.8364
Epoch 59/100
113/113 [==============================] - 0s 844us/step - loss: 0.3986 - accuracy: 0.8369
Epoch 60/100
113/113 [==============================] - 0s 832us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 61/100
113/113 [==============================] - 0s 947us/step - loss: 0.3985 - accuracy: 0.8369
Epoch 62/100
113/113 [==============================] - 0s 821us/step - loss: 0.3982 - accuracy: 0.8368
Epoch 63/100
113/113 [==============================] - 0s 804us/step - loss: 0.3980 - accuracy: 0.8363
Epoch 64/100
113/113 [==============================] - 0s 858us/step - loss: 0.3979 - accuracy: 0.8372
Epoch 65/100
113/113 [==============================] - 0s 820us/step - loss: 0.3976 - accuracy: 0.8369
Epoch 66/100
113/113 [==============================] - 0s 819us/step - loss: 0.3974 - accuracy: 0.8379
Epoch 67/100
113/113 [==============================] - 0s 854us/step - loss: 0.3974 - accuracy: 0.8371
Epoch 68/100
113/113 [==============================] - 0s 820us/step - loss: 0.3974 - accuracy: 0.8378
Epoch 69/100
113/113 [==============================] - 0s 845us/step - loss: 0.3971 - accuracy: 0.8374
Epoch 70/100
113/113 [==============================] - 0s 865us/step - loss: 0.3972 - accuracy: 0.8381
Epoch 71/100
113/113 [==============================] - 0s 839us/step - loss: 0.3969 - accuracy: 0.8382
Epoch 72/100
113/113 [==============================] - 0s 836us/step - loss: 0.3968 - accuracy: 0.8375
Epoch 73/100
113/113 [==============================] - 0s 852us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 74/100
113/113 [==============================] - 0s 894us/step - loss: 0.3966 - accuracy: 0.8378
Epoch 75/100
113/113 [==============================] - 0s 810us/step - loss: 0.3967 - accuracy: 0.8386
Epoch 76/100
113/113 [==============================] - 0s 826us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 77/100
113/113 [==============================] - 0s 841us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 78/100
113/113 [==============================] - 0s 831us/step - loss: 0.3962 - accuracy: 0.8376
Epoch 79/100
113/113 [==============================] - 0s 847us/step - loss: 0.3960 - accuracy: 0.8378
Epoch 80/100
113/113 [==============================] - 0s 821us/step - loss: 0.3960 - accuracy: 0.8374
Epoch 81/100
113/113 [==============================] - 0s 814us/step - loss: 0.3961 - accuracy: 0.8372
Epoch 82/100
113/113 [==============================] - 0s 873us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 83/100
113/113 [==============================] - 0s 882us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 84/100
113/113 [==============================] - 0s 862us/step - loss: 0.3959 - accuracy: 0.8381
Epoch 85/100
113/113 [==============================] - 0s 867us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 86/100
113/113 [==============================] - 0s 842us/step - loss: 0.3956 - accuracy: 0.8394
Epoch 87/100
113/113 [==============================] - 0s 860us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 88/100
113/113 [==============================] - 0s 844us/step - loss: 0.3954 - accuracy: 0.8385
Epoch 89/100
113/113 [==============================] - 0s 856us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 90/100
113/113 [==============================] - 0s 842us/step - loss: 0.3954 - accuracy: 0.8376
Epoch 91/100
113/113 [==============================] - 0s 830us/step - loss: 0.3953 - accuracy: 0.8383
Epoch 92/100
113/113 [==============================] - 0s 850us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 93/100
113/113 [==============================] - 0s 874us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 94/100
113/113 [==============================] - 0s 938us/step - loss: 0.3952 - accuracy: 0.8374
Epoch 95/100
113/113 [==============================] - 0s 831us/step - loss: 0.3948 - accuracy: 0.8386
Epoch 96/100
113/113 [==============================] - 0s 822us/step - loss: 0.3948 - accuracy: 0.8379
Epoch 97/100
113/113 [==============================] - 0s 851us/step - loss: 0.3949 - accuracy: 0.8369
Epoch 98/100
113/113 [==============================] - 0s 850us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 99/100
113/113 [==============================] - 0s 826us/step - loss: 0.3946 - accuracy: 0.8378
Epoch 100/100
113/113 [==============================] - 0s 932us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 1/100
113/113 [==============================] - 0s 1ms/step - loss: 0.6637 - accuracy: 0.7910
Epoch 2/100
113/113 [==============================] - 0s 850us/step - loss: 0.5277 - accuracy: 0.7940
Epoch 3/100
113/113 [==============================] - 0s 903us/step - loss: 0.4511 - accuracy: 0.7940
Epoch 4/100
113/113 [==============================] - 0s 889us/step - loss: 0.4418 - accuracy: 0.7940
Epoch 5/100
113/113 [==============================] - 0s 912us/step - loss: 0.4388 - accuracy: 0.7940
Epoch 6/100
113/113 [==============================] - 0s 881us/step - loss: 0.4372 - accuracy: 0.7940
Epoch 7/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4358 - accuracy: 0.7940
Epoch 8/100
113/113 [==============================] - 0s 923us/step - loss: 0.4350 - accuracy: 0.7940
Epoch 9/100
113/113 [==============================] - 0s 888us/step - loss: 0.4341 - accuracy: 0.7940
Epoch 10/100
113/113 [==============================] - 0s 924us/step - loss: 0.4330 - accuracy: 0.7940
Epoch 11/100
113/113 [==============================] - 0s 854us/step - loss: 0.4317 - accuracy: 0.7940
Epoch 12/100
113/113 [==============================] - 0s 874us/step - loss: 0.4303 - accuracy: 0.7940
Epoch 13/100
113/113 [==============================] - 0s 953us/step - loss: 0.4290 - accuracy: 0.7940
Epoch 14/100
113/113 [==============================] - 0s 870us/step - loss: 0.4270 - accuracy: 0.7940
Epoch 15/100
113/113 [==============================] - 0s 911us/step - loss: 0.4254 - accuracy: 0.7940
Epoch 16/100
113/113 [==============================] - 0s 898us/step - loss: 0.4240 - accuracy: 0.7940
Epoch 17/100
113/113 [==============================] - 0s 910us/step - loss: 0.4227 - accuracy: 0.8175
Epoch 18/100
113/113 [==============================] - 0s 933us/step - loss: 0.4217 - accuracy: 0.8182
Epoch 19/100
113/113 [==============================] - 0s 880us/step - loss: 0.4206 - accuracy: 0.8218
Epoch 20/100
113/113 [==============================] - 0s 975us/step - loss: 0.4197 - accuracy: 0.8242
Epoch 21/100
113/113 [==============================] - 0s 862us/step - loss: 0.4190 - accuracy: 0.8254
Epoch 22/100
113/113 [==============================] - 0s 897us/step - loss: 0.4183 - accuracy: 0.8271
Epoch 23/100
113/113 [==============================] - 0s 878us/step - loss: 0.4176 - accuracy: 0.8264
Epoch 24/100
113/113 [==============================] - 0s 919us/step - loss: 0.4171 - accuracy: 0.8276
Epoch 25/100
113/113 [==============================] - 0s 858us/step - loss: 0.4165 - accuracy: 0.8288
Epoch 26/100
113/113 [==============================] - 0s 900us/step - loss: 0.4160 - accuracy: 0.8306
Epoch 27/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4153 - accuracy: 0.8310
Epoch 28/100
113/113 [==============================] - 0s 841us/step - loss: 0.4149 - accuracy: 0.8313
Epoch 29/100
113/113 [==============================] - 0s 848us/step - loss: 0.4142 - accuracy: 0.8301
Epoch 30/100
113/113 [==============================] - 0s 813us/step - loss: 0.4138 - accuracy: 0.8321
Epoch 31/100
113/113 [==============================] - 0s 820us/step - loss: 0.4133 - accuracy: 0.8310
Epoch 32/100
113/113 [==============================] - 0s 848us/step - loss: 0.4131 - accuracy: 0.8331
Epoch 33/100
113/113 [==============================] - 0s 837us/step - loss: 0.4125 - accuracy: 0.8326
Epoch 34/100
113/113 [==============================] - 0s 841us/step - loss: 0.4121 - accuracy: 0.8332
Epoch 35/100
113/113 [==============================] - 0s 821us/step - loss: 0.4116 - accuracy: 0.8340
Epoch 36/100
113/113 [==============================] - 0s 823us/step - loss: 0.4114 - accuracy: 0.8335
Epoch 37/100
113/113 [==============================] - 0s 840us/step - loss: 0.4110 - accuracy: 0.8335
Epoch 38/100
113/113 [==============================] - 0s 938us/step - loss: 0.4107 - accuracy: 0.8338
Epoch 39/100
113/113 [==============================] - 0s 841us/step - loss: 0.4103 - accuracy: 0.8340
Epoch 40/100
113/113 [==============================] - 0s 830us/step - loss: 0.4101 - accuracy: 0.8329
Epoch 41/100
113/113 [==============================] - 0s 829us/step - loss: 0.4097 - accuracy: 0.8343
Epoch 42/100
113/113 [==============================] - 0s 842us/step - loss: 0.4093 - accuracy: 0.8344
Epoch 43/100
113/113 [==============================] - 0s 824us/step - loss: 0.4090 - accuracy: 0.8347
Epoch 44/100
113/113 [==============================] - 0s 854us/step - loss: 0.4088 - accuracy: 0.8349
Epoch 45/100
113/113 [==============================] - 0s 822us/step - loss: 0.4085 - accuracy: 0.8351
Epoch 46/100
113/113 [==============================] - 0s 809us/step - loss: 0.4084 - accuracy: 0.8344
Epoch 47/100
113/113 [==============================] - 0s 919us/step - loss: 0.4079 - accuracy: 0.8351
Epoch 48/100
113/113 [==============================] - 0s 840us/step - loss: 0.4077 - accuracy: 0.8349
Epoch 49/100
113/113 [==============================] - 0s 819us/step - loss: 0.4073 - accuracy: 0.8342
Epoch 50/100
113/113 [==============================] - 0s 846us/step - loss: 0.4074 - accuracy: 0.8343
Epoch 51/100
113/113 [==============================] - 0s 818us/step - loss: 0.4068 - accuracy: 0.8344
Epoch 52/100
113/113 [==============================] - 0s 844us/step - loss: 0.4069 - accuracy: 0.8347
Epoch 53/100
113/113 [==============================] - 0s 820us/step - loss: 0.4067 - accuracy: 0.8351
Epoch 54/100
113/113 [==============================] - 0s 819us/step - loss: 0.4065 - accuracy: 0.8340
Epoch 55/100
113/113 [==============================] - 0s 854us/step - loss: 0.4065 - accuracy: 0.8344
Epoch 56/100
113/113 [==============================] - 0s 829us/step - loss: 0.4061 - accuracy: 0.8353
Epoch 57/100
113/113 [==============================] - 0s 853us/step - loss: 0.4059 - accuracy: 0.8342
Epoch 58/100
113/113 [==============================] - 0s 947us/step - loss: 0.4058 - accuracy: 0.8356
Epoch 59/100
113/113 [==============================] - 0s 844us/step - loss: 0.4059 - accuracy: 0.8350
Epoch 60/100
113/113 [==============================] - 0s 872us/step - loss: 0.4054 - accuracy: 0.8346
Epoch 61/100
113/113 [==============================] - 0s 841us/step - loss: 0.4053 - accuracy: 0.8357
Epoch 62/100
113/113 [==============================] - 0s 859us/step - loss: 0.4051 - accuracy: 0.8350
Epoch 63/100
113/113 [==============================] - 0s 826us/step - loss: 0.4050 - accuracy: 0.8356
Epoch 64/100
113/113 [==============================] - 0s 836us/step - loss: 0.4047 - accuracy: 0.8351
Epoch 65/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4047 - accuracy: 0.8351
Epoch 66/100
113/113 [==============================] - 0s 851us/step - loss: 0.4046 - accuracy: 0.8350
Epoch 67/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4046 - accuracy: 0.8342
Epoch 68/100
113/113 [==============================] - 0s 951us/step - loss: 0.4045 - accuracy: 0.8347
Epoch 69/100
113/113 [==============================] - 0s 878us/step - loss: 0.4047 - accuracy: 0.8357
Epoch 70/100
113/113 [==============================] - 0s 824us/step - loss: 0.4041 - accuracy: 0.8346
Epoch 71/100
113/113 [==============================] - 0s 818us/step - loss: 0.4042 - accuracy: 0.8350
Epoch 72/100
113/113 [==============================] - 0s 860us/step - loss: 0.4038 - accuracy: 0.8347
Epoch 73/100
113/113 [==============================] - 0s 823us/step - loss: 0.4037 - accuracy: 0.8356
Epoch 74/100
113/113 [==============================] - 0s 875us/step - loss: 0.4038 - accuracy: 0.8339
Epoch 75/100
113/113 [==============================] - 0s 851us/step - loss: 0.4036 - accuracy: 0.8346
Epoch 76/100
113/113 [==============================] - 0s 844us/step - loss: 0.4036 - accuracy: 0.8343
Epoch 77/100
113/113 [==============================] - 0s 856us/step - loss: 0.4036 - accuracy: 0.8344
Epoch 78/100
113/113 [==============================] - 0s 917us/step - loss: 0.4034 - accuracy: 0.8350
Epoch 79/100
113/113 [==============================] - 0s 882us/step - loss: 0.4034 - accuracy: 0.8354
Epoch 80/100
113/113 [==============================] - 0s 876us/step - loss: 0.4034 - accuracy: 0.8343
Epoch 81/100
113/113 [==============================] - 0s 825us/step - loss: 0.4031 - accuracy: 0.8353
Epoch 82/100
113/113 [==============================] - 0s 852us/step - loss: 0.4032 - accuracy: 0.8346
Epoch 83/100
113/113 [==============================] - 0s 834us/step - loss: 0.4030 - accuracy: 0.8353
Epoch 84/100
113/113 [==============================] - 0s 882us/step - loss: 0.4029 - accuracy: 0.8351
Epoch 85/100
113/113 [==============================] - 0s 844us/step - loss: 0.4027 - accuracy: 0.8353
Epoch 86/100
113/113 [==============================] - 0s 834us/step - loss: 0.4027 - accuracy: 0.8349
Epoch 87/100
113/113 [==============================] - 0s 904us/step - loss: 0.4024 - accuracy: 0.8356
Epoch 88/100
113/113 [==============================] - 0s 826us/step - loss: 0.4027 - accuracy: 0.8344
Epoch 89/100
113/113 [==============================] - 0s 881us/step - loss: 0.4026 - accuracy: 0.8354
Epoch 90/100
113/113 [==============================] - 0s 841us/step - loss: 0.4024 - accuracy: 0.8346
Epoch 91/100
113/113 [==============================] - 0s 842us/step - loss: 0.4025 - accuracy: 0.8361
Epoch 92/100
113/113 [==============================] - 0s 854us/step - loss: 0.4022 - accuracy: 0.8343
Epoch 93/100
113/113 [==============================] - 0s 828us/step - loss: 0.4024 - accuracy: 0.8343
Epoch 94/100
113/113 [==============================] - 0s 847us/step - loss: 0.4022 - accuracy: 0.8353
Epoch 95/100
113/113 [==============================] - 0s 875us/step - loss: 0.4021 - accuracy: 0.8349
Epoch 96/100
113/113 [==============================] - 0s 849us/step - loss: 0.4020 - accuracy: 0.8351
Epoch 97/100
113/113 [==============================] - 0s 985us/step - loss: 0.4022 - accuracy: 0.8350
Epoch 98/100
113/113 [==============================] - 0s 827us/step - loss: 0.4018 - accuracy: 0.8339
Epoch 99/100
113/113 [==============================] - 0s 872us/step - loss: 0.4020 - accuracy: 0.8353
Epoch 100/100
113/113 [==============================] - 0s 828us/step - loss: 0.4018 - accuracy: 0.8353
Epoch 1/100
113/113 [==============================] - 0s 851us/step - loss: 0.6658 - accuracy: 0.7918
Epoch 2/100
113/113 [==============================] - 0s 860us/step - loss: 0.5336 - accuracy: 0.7960
Epoch 3/100
113/113 [==============================] - 0s 886us/step - loss: 0.4469 - accuracy: 0.7960
Epoch 4/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4322 - accuracy: 0.7960
Epoch 5/100
113/113 [==============================] - 0s 915us/step - loss: 0.4253 - accuracy: 0.7960
Epoch 6/100
113/113 [==============================] - 0s 846us/step - loss: 0.4204 - accuracy: 0.7960
Epoch 7/100
113/113 [==============================] - 0s 871us/step - loss: 0.4161 - accuracy: 0.7960
Epoch 8/100
113/113 [==============================] - 0s 886us/step - loss: 0.4123 - accuracy: 0.7960
Epoch 9/100
113/113 [==============================] - 0s 852us/step - loss: 0.4084 - accuracy: 0.7960
Epoch 10/100
113/113 [==============================] - 0s 942us/step - loss: 0.4052 - accuracy: 0.7960
Epoch 11/100
113/113 [==============================] - 0s 850us/step - loss: 0.4016 - accuracy: 0.7960
Epoch 12/100
113/113 [==============================] - 0s 850us/step - loss: 0.3974 - accuracy: 0.7960
Epoch 13/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3937 - accuracy: 0.8001
Epoch 14/100
113/113 [==============================] - 0s 873us/step - loss: 0.3900 - accuracy: 0.8167
Epoch 15/100
113/113 [==============================] - 0s 996us/step - loss: 0.3864 - accuracy: 0.8186
Epoch 16/100
113/113 [==============================] - 0s 828us/step - loss: 0.3839 - accuracy: 0.8249
Epoch 17/100
113/113 [==============================] - 0s 841us/step - loss: 0.3816 - accuracy: 0.8314
Epoch 18/100
113/113 [==============================] - 0s 810us/step - loss: 0.3798 - accuracy: 0.8340
Epoch 19/100
113/113 [==============================] - 0s 813us/step - loss: 0.3782 - accuracy: 0.8360
Epoch 20/100
113/113 [==============================] - 0s 871us/step - loss: 0.3770 - accuracy: 0.8379
Epoch 21/100
113/113 [==============================] - 0s 823us/step - loss: 0.3753 - accuracy: 0.8392
Epoch 22/100
113/113 [==============================] - 0s 840us/step - loss: 0.3741 - accuracy: 0.8410
Epoch 23/100
113/113 [==============================] - 0s 861us/step - loss: 0.3732 - accuracy: 0.8417
Epoch 24/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3725 - accuracy: 0.8414
Epoch 25/100
113/113 [==============================] - 0s 907us/step - loss: 0.3711 - accuracy: 0.8450
Epoch 26/100
113/113 [==============================] - 0s 980us/step - loss: 0.3703 - accuracy: 0.8451
Epoch 27/100
113/113 [==============================] - 0s 930us/step - loss: 0.3692 - accuracy: 0.8451
Epoch 28/100
113/113 [==============================] - 0s 814us/step - loss: 0.3686 - accuracy: 0.8451
Epoch 29/100
113/113 [==============================] - 0s 873us/step - loss: 0.3677 - accuracy: 0.8474
Epoch 30/100
113/113 [==============================] - 0s 828us/step - loss: 0.3667 - accuracy: 0.8483
Epoch 31/100
113/113 [==============================] - 0s 811us/step - loss: 0.3654 - accuracy: 0.8494
Epoch 32/100
113/113 [==============================] - 0s 949us/step - loss: 0.3644 - accuracy: 0.8517
Epoch 33/100
113/113 [==============================] - 0s 820us/step - loss: 0.3632 - accuracy: 0.8525
Epoch 34/100
113/113 [==============================] - 0s 871us/step - loss: 0.3620 - accuracy: 0.8562
Epoch 35/100
113/113 [==============================] - 0s 819us/step - loss: 0.3608 - accuracy: 0.8558
Epoch 36/100
113/113 [==============================] - 0s 890us/step - loss: 0.3599 - accuracy: 0.8567
Epoch 37/100
113/113 [==============================] - 0s 866us/step - loss: 0.3586 - accuracy: 0.8587
Epoch 38/100
113/113 [==============================] - 0s 817us/step - loss: 0.3576 - accuracy: 0.8592
Epoch 39/100
113/113 [==============================] - 0s 847us/step - loss: 0.3565 - accuracy: 0.8594
Epoch 40/100
113/113 [==============================] - 0s 825us/step - loss: 0.3552 - accuracy: 0.8586
Epoch 41/100
113/113 [==============================] - 0s 819us/step - loss: 0.3544 - accuracy: 0.8586
Epoch 42/100
113/113 [==============================] - 0s 971us/step - loss: 0.3532 - accuracy: 0.8593
Epoch 43/100
113/113 [==============================] - 0s 824us/step - loss: 0.3523 - accuracy: 0.8585
Epoch 44/100
113/113 [==============================] - 0s 822us/step - loss: 0.3516 - accuracy: 0.8594
Epoch 45/100
113/113 [==============================] - 0s 828us/step - loss: 0.3510 - accuracy: 0.8585
Epoch 46/100
113/113 [==============================] - 0s 811us/step - loss: 0.3501 - accuracy: 0.8586
Epoch 47/100
113/113 [==============================] - 0s 848us/step - loss: 0.3493 - accuracy: 0.8586
Epoch 48/100
113/113 [==============================] - 0s 812us/step - loss: 0.3491 - accuracy: 0.8606
Epoch 49/100
113/113 [==============================] - 0s 902us/step - loss: 0.3485 - accuracy: 0.8601
Epoch 50/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3481 - accuracy: 0.8611
Epoch 51/100
113/113 [==============================] - 0s 941us/step - loss: 0.3474 - accuracy: 0.8599
Epoch 52/100
113/113 [==============================] - 0s 877us/step - loss: 0.3470 - accuracy: 0.8597
Epoch 53/100
113/113 [==============================] - 0s 817us/step - loss: 0.3467 - accuracy: 0.8617
Epoch 54/100
113/113 [==============================] - 0s 872us/step - loss: 0.3461 - accuracy: 0.8622
Epoch 55/100
113/113 [==============================] - 0s 842us/step - loss: 0.3454 - accuracy: 0.8603
Epoch 56/100
113/113 [==============================] - 0s 877us/step - loss: 0.3452 - accuracy: 0.8617
Epoch 57/100
113/113 [==============================] - 0s 835us/step - loss: 0.3452 - accuracy: 0.8615
Epoch 58/100
113/113 [==============================] - 0s 828us/step - loss: 0.3447 - accuracy: 0.8619
Epoch 59/100
113/113 [==============================] - 0s 886us/step - loss: 0.3444 - accuracy: 0.8615
Epoch 60/100
113/113 [==============================] - 0s 838us/step - loss: 0.3441 - accuracy: 0.8617
Epoch 61/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3438 - accuracy: 0.8614
Epoch 62/100
113/113 [==============================] - 0s 931us/step - loss: 0.3435 - accuracy: 0.8625
Epoch 63/100
113/113 [==============================] - 0s 948us/step - loss: 0.3433 - accuracy: 0.8615
Epoch 64/100
113/113 [==============================] - 0s 921us/step - loss: 0.3433 - accuracy: 0.8617
Epoch 65/100
113/113 [==============================] - 0s 913us/step - loss: 0.3430 - accuracy: 0.8611
Epoch 66/100
113/113 [==============================] - 0s 964us/step - loss: 0.3429 - accuracy: 0.8610
Epoch 67/100
113/113 [==============================] - 0s 906us/step - loss: 0.3425 - accuracy: 0.8619
Epoch 68/100
113/113 [==============================] - 0s 976us/step - loss: 0.3424 - accuracy: 0.8622
Epoch 69/100
113/113 [==============================] - 0s 916us/step - loss: 0.3423 - accuracy: 0.8600
Epoch 70/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3418 - accuracy: 0.8626
Epoch 71/100
113/113 [==============================] - 0s 936us/step - loss: 0.3417 - accuracy: 0.8590
Epoch 72/100
113/113 [==============================] - 0s 827us/step - loss: 0.3416 - accuracy: 0.8614
Epoch 73/100
113/113 [==============================] - 0s 935us/step - loss: 0.3421 - accuracy: 0.8607
Epoch 74/100
113/113 [==============================] - 0s 824us/step - loss: 0.3413 - accuracy: 0.8612
Epoch 75/100
113/113 [==============================] - 0s 853us/step - loss: 0.3413 - accuracy: 0.8610
Epoch 76/100
113/113 [==============================] - 0s 838us/step - loss: 0.3410 - accuracy: 0.8611
Epoch 77/100
113/113 [==============================] - 0s 828us/step - loss: 0.3408 - accuracy: 0.8615
Epoch 78/100
113/113 [==============================] - 0s 872us/step - loss: 0.3411 - accuracy: 0.8619
Epoch 79/100
113/113 [==============================] - 0s 824us/step - loss: 0.3407 - accuracy: 0.8590
Epoch 80/100
113/113 [==============================] - 0s 951us/step - loss: 0.3408 - accuracy: 0.8599
Epoch 81/100
113/113 [==============================] - 0s 827us/step - loss: 0.3406 - accuracy: 0.8612
Epoch 82/100
113/113 [==============================] - 0s 819us/step - loss: 0.3404 - accuracy: 0.8619
Epoch 83/100
113/113 [==============================] - 0s 880us/step - loss: 0.3403 - accuracy: 0.8611
Epoch 84/100
113/113 [==============================] - 0s 832us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 85/100
113/113 [==============================] - 0s 864us/step - loss: 0.3401 - accuracy: 0.8596
Epoch 86/100
113/113 [==============================] - 0s 826us/step - loss: 0.3399 - accuracy: 0.8631
Epoch 87/100
113/113 [==============================] - 0s 822us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 88/100
113/113 [==============================] - 0s 879us/step - loss: 0.3397 - accuracy: 0.8611
Epoch 89/100
113/113 [==============================] - 0s 840us/step - loss: 0.3398 - accuracy: 0.8610
Epoch 90/100
113/113 [==============================] - 0s 870us/step - loss: 0.3402 - accuracy: 0.8608
Epoch 91/100
113/113 [==============================] - 0s 876us/step - loss: 0.3395 - accuracy: 0.8615
Epoch 92/100
113/113 [==============================] - 0s 814us/step - loss: 0.3396 - accuracy: 0.8606
Epoch 93/100
113/113 [==============================] - 0s 864us/step - loss: 0.3397 - accuracy: 0.8611
Epoch 94/100
113/113 [==============================] - 0s 833us/step - loss: 0.3397 - accuracy: 0.8607
Epoch 95/100
113/113 [==============================] - 0s 870us/step - loss: 0.3393 - accuracy: 0.8622
Epoch 96/100
113/113 [==============================] - 0s 830us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 97/100
113/113 [==============================] - 0s 830us/step - loss: 0.3393 - accuracy: 0.8604
Epoch 98/100
113/113 [==============================] - 0s 853us/step - loss: 0.3392 - accuracy: 0.8624
Epoch 99/100
113/113 [==============================] - 0s 840us/step - loss: 0.3389 - accuracy: 0.8624
Epoch 100/100
113/113 [==============================] - 0s 819us/step - loss: 0.3392 - accuracy: 0.8636
Epoch 1/100
113/113 [==============================] - 0s 877us/step - loss: 0.6669 - accuracy: 0.7935
Epoch 2/100
113/113 [==============================] - 0s 852us/step - loss: 0.5469 - accuracy: 0.7953
Epoch 3/100
113/113 [==============================] - 0s 963us/step - loss: 0.4510 - accuracy: 0.7953
Epoch 4/100
113/113 [==============================] - 0s 923us/step - loss: 0.4405 - accuracy: 0.7953
Epoch 5/100
113/113 [==============================] - 0s 845us/step - loss: 0.4368 - accuracy: 0.7953
Epoch 6/100
113/113 [==============================] - 0s 877us/step - loss: 0.4348 - accuracy: 0.7953
Epoch 7/100
113/113 [==============================] - 0s 846us/step - loss: 0.4338 - accuracy: 0.7953
Epoch 8/100
113/113 [==============================] - 0s 853us/step - loss: 0.4330 - accuracy: 0.7953
Epoch 9/100
113/113 [==============================] - 0s 916us/step - loss: 0.4323 - accuracy: 0.7953
Epoch 10/100
113/113 [==============================] - 0s 798us/step - loss: 0.4317 - accuracy: 0.7953
Epoch 11/100
113/113 [==============================] - 0s 862us/step - loss: 0.4311 - accuracy: 0.7953
Epoch 12/100
113/113 [==============================] - 0s 815us/step - loss: 0.4305 - accuracy: 0.7953
Epoch 13/100
113/113 [==============================] - 0s 813us/step - loss: 0.4298 - accuracy: 0.7953
Epoch 14/100
113/113 [==============================] - 0s 834us/step - loss: 0.4290 - accuracy: 0.7953
Epoch 15/100
113/113 [==============================] - 0s 828us/step - loss: 0.4285 - accuracy: 0.7953
Epoch 16/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4275 - accuracy: 0.7953
Epoch 17/100
113/113 [==============================] - 0s 831us/step - loss: 0.4266 - accuracy: 0.7953
Epoch 18/100
113/113 [==============================] - 0s 919us/step - loss: 0.4257 - accuracy: 0.7965
Epoch 19/100
113/113 [==============================] - 0s 839us/step - loss: 0.4249 - accuracy: 0.8161
Epoch 20/100
113/113 [==============================] - 0s 832us/step - loss: 0.4240 - accuracy: 0.8178
Epoch 21/100
113/113 [==============================] - 0s 806us/step - loss: 0.4231 - accuracy: 0.8197
Epoch 22/100
113/113 [==============================] - 0s 813us/step - loss: 0.4222 - accuracy: 0.8218
Epoch 23/100
113/113 [==============================] - 0s 823us/step - loss: 0.4212 - accuracy: 0.8231
Epoch 24/100
113/113 [==============================] - 0s 902us/step - loss: 0.4206 - accuracy: 0.8240
Epoch 25/100
113/113 [==============================] - 0s 861us/step - loss: 0.4198 - accuracy: 0.8264
Epoch 26/100
113/113 [==============================] - 0s 824us/step - loss: 0.4189 - accuracy: 0.8264
Epoch 27/100
113/113 [==============================] - 0s 864us/step - loss: 0.4184 - accuracy: 0.8258
Epoch 28/100
113/113 [==============================] - 0s 812us/step - loss: 0.4176 - accuracy: 0.8278
Epoch 29/100
113/113 [==============================] - 0s 851us/step - loss: 0.4170 - accuracy: 0.8292
Epoch 30/100
113/113 [==============================] - 0s 832us/step - loss: 0.4165 - accuracy: 0.8303
Epoch 31/100
113/113 [==============================] - 0s 829us/step - loss: 0.4161 - accuracy: 0.8303
Epoch 32/100
113/113 [==============================] - 0s 850us/step - loss: 0.4155 - accuracy: 0.8311
Epoch 33/100
113/113 [==============================] - 0s 819us/step - loss: 0.4151 - accuracy: 0.8300
Epoch 34/100
113/113 [==============================] - 0s 855us/step - loss: 0.4147 - accuracy: 0.8318
Epoch 35/100
113/113 [==============================] - 0s 829us/step - loss: 0.4138 - accuracy: 0.8322
Epoch 36/100
113/113 [==============================] - 0s 833us/step - loss: 0.4139 - accuracy: 0.8315
Epoch 37/100
113/113 [==============================] - 0s 942us/step - loss: 0.4137 - accuracy: 0.8329
Epoch 38/100
113/113 [==============================] - 0s 817us/step - loss: 0.4127 - accuracy: 0.8333
Epoch 39/100
113/113 [==============================] - 0s 844us/step - loss: 0.4128 - accuracy: 0.8328
Epoch 40/100
113/113 [==============================] - 0s 825us/step - loss: 0.4122 - accuracy: 0.8333
Epoch 41/100
113/113 [==============================] - 0s 825us/step - loss: 0.4120 - accuracy: 0.8340
Epoch 42/100
113/113 [==============================] - 0s 850us/step - loss: 0.4115 - accuracy: 0.8340
Epoch 43/100
113/113 [==============================] - 0s 826us/step - loss: 0.4111 - accuracy: 0.8339
Epoch 44/100
113/113 [==============================] - 0s 847us/step - loss: 0.4106 - accuracy: 0.8333
Epoch 45/100
113/113 [==============================] - 0s 848us/step - loss: 0.4106 - accuracy: 0.8350
Epoch 46/100
113/113 [==============================] - 0s 833us/step - loss: 0.4104 - accuracy: 0.8338
Epoch 47/100
113/113 [==============================] - 0s 961us/step - loss: 0.4099 - accuracy: 0.8336
Epoch 48/100
113/113 [==============================] - 0s 844us/step - loss: 0.4094 - accuracy: 0.8344
Epoch 49/100
113/113 [==============================] - 0s 830us/step - loss: 0.4093 - accuracy: 0.8350
Epoch 50/100
113/113 [==============================] - 0s 876us/step - loss: 0.4088 - accuracy: 0.8332
Epoch 51/100
113/113 [==============================] - 0s 845us/step - loss: 0.4087 - accuracy: 0.8346
Epoch 52/100
113/113 [==============================] - 0s 858us/step - loss: 0.4080 - accuracy: 0.8347
Epoch 53/100
113/113 [==============================] - 0s 813us/step - loss: 0.4075 - accuracy: 0.8344
Epoch 54/100
113/113 [==============================] - 0s 913us/step - loss: 0.4073 - accuracy: 0.8346
Epoch 55/100
113/113 [==============================] - 0s 904us/step - loss: 0.4068 - accuracy: 0.8350
Epoch 56/100
113/113 [==============================] - 0s 838us/step - loss: 0.4065 - accuracy: 0.8356
Epoch 57/100
113/113 [==============================] - 0s 874us/step - loss: 0.4060 - accuracy: 0.8363
Epoch 58/100
113/113 [==============================] - 0s 833us/step - loss: 0.4057 - accuracy: 0.8356
Epoch 59/100
113/113 [==============================] - 0s 887us/step - loss: 0.4053 - accuracy: 0.8360
Epoch 60/100
113/113 [==============================] - 0s 860us/step - loss: 0.4051 - accuracy: 0.8353
Epoch 61/100
113/113 [==============================] - 0s 859us/step - loss: 0.4045 - accuracy: 0.8351
Epoch 62/100
113/113 [==============================] - 0s 866us/step - loss: 0.4040 - accuracy: 0.8363
Epoch 63/100
113/113 [==============================] - 0s 836us/step - loss: 0.4038 - accuracy: 0.8353
Epoch 64/100
113/113 [==============================] - 0s 838us/step - loss: 0.4036 - accuracy: 0.8354
Epoch 65/100
113/113 [==============================] - 0s 856us/step - loss: 0.4031 - accuracy: 0.8358
Epoch 66/100
113/113 [==============================] - 0s 847us/step - loss: 0.4029 - accuracy: 0.8367
Epoch 67/100
113/113 [==============================] - 0s 852us/step - loss: 0.4028 - accuracy: 0.8350
Epoch 68/100
113/113 [==============================] - 0s 822us/step - loss: 0.4026 - accuracy: 0.8365
Epoch 69/100
113/113 [==============================] - 0s 932us/step - loss: 0.4025 - accuracy: 0.8369
Epoch 70/100
113/113 [==============================] - 0s 854us/step - loss: 0.4023 - accuracy: 0.8360
Epoch 71/100
113/113 [==============================] - 0s 844us/step - loss: 0.4018 - accuracy: 0.8374
Epoch 72/100
113/113 [==============================] - 0s 847us/step - loss: 0.4019 - accuracy: 0.8351
Epoch 73/100
113/113 [==============================] - 0s 826us/step - loss: 0.4017 - accuracy: 0.8364
Epoch 74/100
113/113 [==============================] - 0s 834us/step - loss: 0.4016 - accuracy: 0.8357
Epoch 75/100
113/113 [==============================] - 0s 851us/step - loss: 0.4014 - accuracy: 0.8368
Epoch 76/100
113/113 [==============================] - 0s 944us/step - loss: 0.4012 - accuracy: 0.8363
Epoch 77/100
113/113 [==============================] - 0s 857us/step - loss: 0.4009 - accuracy: 0.8368
Epoch 78/100
113/113 [==============================] - 0s 833us/step - loss: 0.4011 - accuracy: 0.8364
Epoch 79/100
113/113 [==============================] - 0s 832us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 80/100
113/113 [==============================] - 0s 846us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 81/100
113/113 [==============================] - 0s 827us/step - loss: 0.4007 - accuracy: 0.8371
Epoch 82/100
113/113 [==============================] - 0s 860us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 83/100
113/113 [==============================] - 0s 828us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 84/100
113/113 [==============================] - 0s 951us/step - loss: 0.4005 - accuracy: 0.83640s - loss: 0.4005 - accuracy: 0.83
Epoch 85/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8369
Epoch 86/100
113/113 [==============================] - 0s 854us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 87/100
113/113 [==============================] - 0s 919us/step - loss: 0.4000 - accuracy: 0.8378
Epoch 88/100
113/113 [==============================] - 0s 832us/step - loss: 0.3998 - accuracy: 0.8379
Epoch 89/100
113/113 [==============================] - 0s 828us/step - loss: 0.3999 - accuracy: 0.8364
Epoch 90/100
113/113 [==============================] - 0s 857us/step - loss: 0.3998 - accuracy: 0.8367
Epoch 91/100
113/113 [==============================] - 0s 851us/step - loss: 0.3999 - accuracy: 0.8363
Epoch 92/100
113/113 [==============================] - 0s 875us/step - loss: 0.3997 - accuracy: 0.8353
Epoch 93/100
113/113 [==============================] - 0s 828us/step - loss: 0.3997 - accuracy: 0.8371
Epoch 94/100
113/113 [==============================] - 0s 840us/step - loss: 0.3997 - accuracy: 0.8360
Epoch 95/100
113/113 [==============================] - 0s 857us/step - loss: 0.3997 - accuracy: 0.8376
Epoch 96/100
113/113 [==============================] - 0s 869us/step - loss: 0.3996 - accuracy: 0.8365
Epoch 97/100
113/113 [==============================] - 0s 871us/step - loss: 0.3994 - accuracy: 0.8360
Epoch 98/100
113/113 [==============================] - 0s 947us/step - loss: 0.3998 - accuracy: 0.8360
Epoch 99/100
113/113 [==============================] - 0s 825us/step - loss: 0.3994 - accuracy: 0.8368
Epoch 100/100
113/113 [==============================] - 0s 857us/step - loss: 0.3992 - accuracy: 0.8372
Epoch 1/100
113/113 [==============================] - 0s 841us/step - loss: 0.6646 - accuracy: 0.7947
Epoch 2/100
113/113 [==============================] - 0s 862us/step - loss: 0.5269 - accuracy: 0.7974
Epoch 3/100
113/113 [==============================] - 0s 948us/step - loss: 0.4449 - accuracy: 0.7974
Epoch 4/100
113/113 [==============================] - 0s 865us/step - loss: 0.4355 - accuracy: 0.7974
Epoch 5/100
113/113 [==============================] - 0s 979us/step - loss: 0.4326 - accuracy: 0.7974
Epoch 6/100
113/113 [==============================] - 0s 874us/step - loss: 0.4309 - accuracy: 0.7974
Epoch 7/100
113/113 [==============================] - 0s 902us/step - loss: 0.4295 - accuracy: 0.7974
Epoch 8/100
113/113 [==============================] - 0s 981us/step - loss: 0.4287 - accuracy: 0.7974
Epoch 9/100
113/113 [==============================] - 0s 922us/step - loss: 0.4277 - accuracy: 0.7974
Epoch 10/100
113/113 [==============================] - 0s 937us/step - loss: 0.4268 - accuracy: 0.7974
Epoch 11/100
113/113 [==============================] - 0s 931us/step - loss: 0.4259 - accuracy: 0.7974
Epoch 12/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4251 - accuracy: 0.7974
Epoch 13/100
113/113 [==============================] - 0s 875us/step - loss: 0.4241 - accuracy: 0.7974
Epoch 14/100
113/113 [==============================] - 0s 871us/step - loss: 0.4229 - accuracy: 0.7974
Epoch 15/100
113/113 [==============================] - 0s 918us/step - loss: 0.4222 - accuracy: 0.7974
Epoch 16/100
113/113 [==============================] - 0s 886us/step - loss: 0.4211 - accuracy: 0.7974
Epoch 17/100
113/113 [==============================] - 0s 927us/step - loss: 0.4197 - accuracy: 0.8044
Epoch 18/100
113/113 [==============================] - 0s 867us/step - loss: 0.4188 - accuracy: 0.8197
Epoch 19/100
113/113 [==============================] - 0s 934us/step - loss: 0.4178 - accuracy: 0.8210
Epoch 20/100
113/113 [==============================] - 0s 879us/step - loss: 0.4169 - accuracy: 0.8233
Epoch 21/100
113/113 [==============================] - 0s 927us/step - loss: 0.4161 - accuracy: 0.8258
Epoch 22/100
113/113 [==============================] - 0s 960us/step - loss: 0.4152 - accuracy: 0.8263
Epoch 23/100
113/113 [==============================] - 0s 927us/step - loss: 0.4145 - accuracy: 0.8269
Epoch 24/100
113/113 [==============================] - 0s 933us/step - loss: 0.4138 - accuracy: 0.8293
Epoch 25/100
113/113 [==============================] - 0s 869us/step - loss: 0.4131 - accuracy: 0.8299
Epoch 26/100
113/113 [==============================] - 0s 932us/step - loss: 0.4123 - accuracy: 0.8308
Epoch 27/100
113/113 [==============================] - 0s 857us/step - loss: 0.4116 - accuracy: 0.8321
Epoch 28/100
113/113 [==============================] - 0s 877us/step - loss: 0.4113 - accuracy: 0.8317
Epoch 29/100
113/113 [==============================] - 0s 982us/step - loss: 0.4103 - accuracy: 0.8326
Epoch 30/100
113/113 [==============================] - 0s 921us/step - loss: 0.4099 - accuracy: 0.8335
Epoch 31/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4094 - accuracy: 0.8336
Epoch 32/100
113/113 [==============================] - 0s 957us/step - loss: 0.4090 - accuracy: 0.8331
Epoch 33/100
113/113 [==============================] - 0s 941us/step - loss: 0.4085 - accuracy: 0.8339
Epoch 34/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4081 - accuracy: 0.8347
Epoch 35/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4077 - accuracy: 0.8343
Epoch 36/100
113/113 [==============================] - 0s 966us/step - loss: 0.4074 - accuracy: 0.8354
Epoch 37/100
113/113 [==============================] - 0s 859us/step - loss: 0.4069 - accuracy: 0.8344
Epoch 38/100
113/113 [==============================] - 0s 860us/step - loss: 0.4066 - accuracy: 0.8354
Epoch 39/100
113/113 [==============================] - 0s 841us/step - loss: 0.4061 - accuracy: 0.8351
Epoch 40/100
113/113 [==============================] - 0s 985us/step - loss: 0.4060 - accuracy: 0.8367
Epoch 41/100
113/113 [==============================] - 0s 847us/step - loss: 0.4056 - accuracy: 0.8358
Epoch 42/100
113/113 [==============================] - 0s 842us/step - loss: 0.4052 - accuracy: 0.8357
Epoch 43/100
113/113 [==============================] - 0s 925us/step - loss: 0.4048 - accuracy: 0.8357
Epoch 44/100
113/113 [==============================] - 0s 850us/step - loss: 0.4045 - accuracy: 0.8368
Epoch 45/100
113/113 [==============================] - 0s 879us/step - loss: 0.4043 - accuracy: 0.8358
Epoch 46/100
113/113 [==============================] - 0s 845us/step - loss: 0.4041 - accuracy: 0.8374
Epoch 47/100
113/113 [==============================] - 0s 842us/step - loss: 0.4038 - accuracy: 0.8374
Epoch 48/100
113/113 [==============================] - 0s 863us/step - loss: 0.4036 - accuracy: 0.8364
Epoch 49/100
113/113 [==============================] - 0s 838us/step - loss: 0.4032 - accuracy: 0.8371
Epoch 50/100
113/113 [==============================] - 0s 878us/step - loss: 0.4034 - accuracy: 0.8363
Epoch 51/100
113/113 [==============================] - 0s 837us/step - loss: 0.4030 - accuracy: 0.8375
Epoch 52/100
113/113 [==============================] - 0s 846us/step - loss: 0.4028 - accuracy: 0.8379
Epoch 53/100
113/113 [==============================] - 0s 899us/step - loss: 0.4025 - accuracy: 0.8378
Epoch 54/100
113/113 [==============================] - 0s 834us/step - loss: 0.4022 - accuracy: 0.8388
Epoch 55/100
113/113 [==============================] - 0s 882us/step - loss: 0.4022 - accuracy: 0.8379
Epoch 56/100
113/113 [==============================] - 0s 835us/step - loss: 0.4019 - accuracy: 0.8374
Epoch 57/100
113/113 [==============================] - 0s 916us/step - loss: 0.4017 - accuracy: 0.8378
Epoch 58/100
113/113 [==============================] - 0s 847us/step - loss: 0.4015 - accuracy: 0.8375
Epoch 59/100
113/113 [==============================] - 0s 826us/step - loss: 0.4015 - accuracy: 0.8382
Epoch 60/100
113/113 [==============================] - 0s 987us/step - loss: 0.4013 - accuracy: 0.8374
Epoch 61/100
113/113 [==============================] - 0s 837us/step - loss: 0.4011 - accuracy: 0.8393
Epoch 62/100
113/113 [==============================] - 0s 923us/step - loss: 0.4010 - accuracy: 0.8381
Epoch 63/100
113/113 [==============================] - 0s 863us/step - loss: 0.4014 - accuracy: 0.8386
Epoch 64/100
113/113 [==============================] - 0s 855us/step - loss: 0.4007 - accuracy: 0.8381
Epoch 65/100
113/113 [==============================] - 0s 877us/step - loss: 0.4007 - accuracy: 0.8376
Epoch 66/100
113/113 [==============================] - 0s 881us/step - loss: 0.4006 - accuracy: 0.8388
Epoch 67/100
113/113 [==============================] - 0s 869us/step - loss: 0.4007 - accuracy: 0.8383
Epoch 68/100
113/113 [==============================] - 0s 838us/step - loss: 0.4004 - accuracy: 0.8386
Epoch 69/100
113/113 [==============================] - 0s 962us/step - loss: 0.4002 - accuracy: 0.8379
Epoch 70/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8390
Epoch 71/100
113/113 [==============================] - 0s 864us/step - loss: 0.3999 - accuracy: 0.8378
Epoch 72/100
113/113 [==============================] - 0s 858us/step - loss: 0.4001 - accuracy: 0.8390
Epoch 73/100
113/113 [==============================] - 0s 840us/step - loss: 0.3999 - accuracy: 0.8383
Epoch 74/100
113/113 [==============================] - 0s 840us/step - loss: 0.3998 - accuracy: 0.8381
Epoch 75/100
113/113 [==============================] - 0s 863us/step - loss: 0.3997 - accuracy: 0.8386
Epoch 76/100
113/113 [==============================] - 0s 850us/step - loss: 0.3996 - accuracy: 0.8390
Epoch 77/100
113/113 [==============================] - 0s 903us/step - loss: 0.3995 - accuracy: 0.8389
Epoch 78/100
113/113 [==============================] - 0s 902us/step - loss: 0.3994 - accuracy: 0.8386
Epoch 79/100
113/113 [==============================] - 0s 871us/step - loss: 0.3994 - accuracy: 0.8385
Epoch 80/100
113/113 [==============================] - 0s 845us/step - loss: 0.3994 - accuracy: 0.8385
Epoch 81/100
113/113 [==============================] - 0s 838us/step - loss: 0.3993 - accuracy: 0.8382
Epoch 82/100
113/113 [==============================] - 0s 867us/step - loss: 0.3992 - accuracy: 0.8383
Epoch 83/100
113/113 [==============================] - 0s 843us/step - loss: 0.3992 - accuracy: 0.8381
Epoch 84/100
113/113 [==============================] - 0s 872us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 85/100
113/113 [==============================] - 0s 851us/step - loss: 0.3991 - accuracy: 0.8378
Epoch 86/100
113/113 [==============================] - 0s 849us/step - loss: 0.3990 - accuracy: 0.8385
Epoch 87/100
113/113 [==============================] - 0s 867us/step - loss: 0.3989 - accuracy: 0.8381
Epoch 88/100
113/113 [==============================] - 0s 864us/step - loss: 0.3989 - accuracy: 0.8382
Epoch 89/100
113/113 [==============================] - 0s 877us/step - loss: 0.3986 - accuracy: 0.8381
Epoch 90/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8378
Epoch 91/100
113/113 [==============================] - 0s 837us/step - loss: 0.3987 - accuracy: 0.8390
Epoch 92/100
113/113 [==============================] - 0s 859us/step - loss: 0.3984 - accuracy: 0.8389
Epoch 93/100
113/113 [==============================] - 0s 834us/step - loss: 0.3987 - accuracy: 0.8389
Epoch 94/100
113/113 [==============================] - 0s 865us/step - loss: 0.3985 - accuracy: 0.8382
Epoch 95/100
113/113 [==============================] - 0s 870us/step - loss: 0.3981 - accuracy: 0.8389
Epoch 96/100
113/113 [==============================] - 0s 855us/step - loss: 0.3983 - accuracy: 0.8372
Epoch 97/100
113/113 [==============================] - 0s 870us/step - loss: 0.3985 - accuracy: 0.8376
Epoch 98/100
113/113 [==============================] - 0s 842us/step - loss: 0.3983 - accuracy: 0.8389
Epoch 99/100
113/113 [==============================] - 0s 906us/step - loss: 0.3979 - accuracy: 0.8392
Epoch 100/100
113/113 [==============================] - 0s 855us/step - loss: 0.3981 - accuracy: 0.8389
Epoch 1/100
113/113 [==============================] - 0s 843us/step - loss: 0.6615 - accuracy: 0.7961
Epoch 2/100
113/113 [==============================] - 0s 900us/step - loss: 0.5220 - accuracy: 0.7986
Epoch 3/100
113/113 [==============================] - 0s 880us/step - loss: 0.4437 - accuracy: 0.7986
Epoch 4/100
113/113 [==============================] - 0s 932us/step - loss: 0.4340 - accuracy: 0.7986
Epoch 5/100
113/113 [==============================] - 0s 897us/step - loss: 0.4308 - accuracy: 0.7986
Epoch 6/100
113/113 [==============================] - 0s 839us/step - loss: 0.4289 - accuracy: 0.7986
Epoch 7/100
113/113 [==============================] - 0s 863us/step - loss: 0.4275 - accuracy: 0.7986
Epoch 8/100
113/113 [==============================] - 0s 961us/step - loss: 0.4264 - accuracy: 0.7986
Epoch 9/100
113/113 [==============================] - 0s 919us/step - loss: 0.4253 - accuracy: 0.7986
Epoch 10/100
113/113 [==============================] - 0s 954us/step - loss: 0.4242 - accuracy: 0.7986
Epoch 11/100
113/113 [==============================] - 0s 880us/step - loss: 0.4230 - accuracy: 0.7986
Epoch 12/100
113/113 [==============================] - 0s 951us/step - loss: 0.4216 - accuracy: 0.7986
Epoch 13/100
113/113 [==============================] - 0s 852us/step - loss: 0.4200 - accuracy: 0.7986
Epoch 14/100
113/113 [==============================] - 0s 999us/step - loss: 0.4184 - accuracy: 0.7986
Epoch 15/100
113/113 [==============================] - 0s 895us/step - loss: 0.4172 - accuracy: 0.7986
Epoch 16/100
113/113 [==============================] - 0s 844us/step - loss: 0.4163 - accuracy: 0.8099
Epoch 17/100
113/113 [==============================] - 0s 987us/step - loss: 0.4156 - accuracy: 0.8219
Epoch 18/100
113/113 [==============================] - 0s 842us/step - loss: 0.4147 - accuracy: 0.8233
Epoch 19/100
113/113 [==============================] - 0s 831us/step - loss: 0.4140 - accuracy: 0.8264
Epoch 20/100
113/113 [==============================] - 0s 836us/step - loss: 0.4133 - accuracy: 0.8282
Epoch 21/100
113/113 [==============================] - 0s 995us/step - loss: 0.4129 - accuracy: 0.8279
Epoch 22/100
113/113 [==============================] - 0s 858us/step - loss: 0.4121 - accuracy: 0.8294
Epoch 23/100
113/113 [==============================] - 0s 797us/step - loss: 0.4114 - accuracy: 0.8304
Epoch 24/100
113/113 [==============================] - 0s 882us/step - loss: 0.4110 - accuracy: 0.8315
Epoch 25/100
113/113 [==============================] - 0s 868us/step - loss: 0.4104 - accuracy: 0.8310
Epoch 26/100
113/113 [==============================] - 0s 807us/step - loss: 0.4098 - accuracy: 0.8318
Epoch 27/100
113/113 [==============================] - 0s 830us/step - loss: 0.4092 - accuracy: 0.8322
Epoch 28/100
113/113 [==============================] - 0s 810us/step - loss: 0.4088 - accuracy: 0.8338
Epoch 29/100
113/113 [==============================] - 0s 833us/step - loss: 0.4083 - accuracy: 0.8342
Epoch 30/100
113/113 [==============================] - 0s 829us/step - loss: 0.4075 - accuracy: 0.8344
Epoch 31/100
113/113 [==============================] - 0s 809us/step - loss: 0.4070 - accuracy: 0.8339
Epoch 32/100
113/113 [==============================] - 0s 841us/step - loss: 0.4065 - accuracy: 0.8350
Epoch 33/100
113/113 [==============================] - 0s 812us/step - loss: 0.4062 - accuracy: 0.8367
Epoch 34/100
113/113 [==============================] - 0s 900us/step - loss: 0.4057 - accuracy: 0.8364
Epoch 35/100
113/113 [==============================] - 0s 878us/step - loss: 0.4054 - accuracy: 0.8358
Epoch 36/100
113/113 [==============================] - 0s 825us/step - loss: 0.4053 - accuracy: 0.8367
Epoch 37/100
113/113 [==============================] - 0s 873us/step - loss: 0.4048 - accuracy: 0.8374
Epoch 38/100
113/113 [==============================] - 0s 824us/step - loss: 0.4041 - accuracy: 0.8375
Epoch 39/100
113/113 [==============================] - 0s 828us/step - loss: 0.4037 - accuracy: 0.8379
Epoch 40/100
113/113 [==============================] - 0s 856us/step - loss: 0.4036 - accuracy: 0.8381
Epoch 41/100
113/113 [==============================] - 0s 817us/step - loss: 0.4034 - accuracy: 0.8372
Epoch 42/100
113/113 [==============================] - 0s 849us/step - loss: 0.4027 - accuracy: 0.8378
Epoch 43/100
113/113 [==============================] - 0s 918us/step - loss: 0.4027 - accuracy: 0.8371
Epoch 44/100
113/113 [==============================] - 0s 808us/step - loss: 0.4023 - accuracy: 0.8379
Epoch 45/100
113/113 [==============================] - 0s 861us/step - loss: 0.4019 - accuracy: 0.8382
Epoch 46/100
113/113 [==============================] - 0s 828us/step - loss: 0.4016 - accuracy: 0.8376
Epoch 47/100
113/113 [==============================] - 0s 862us/step - loss: 0.4014 - accuracy: 0.8385
Epoch 48/100
113/113 [==============================] - 0s 839us/step - loss: 0.4013 - accuracy: 0.8372
Epoch 49/100
113/113 [==============================] - 0s 825us/step - loss: 0.4010 - accuracy: 0.8381
Epoch 50/100
113/113 [==============================] - 0s 847us/step - loss: 0.4007 - accuracy: 0.8375
Epoch 51/100
113/113 [==============================] - 0s 845us/step - loss: 0.4004 - accuracy: 0.8378
Epoch 52/100
113/113 [==============================] - 0s 863us/step - loss: 0.4001 - accuracy: 0.8378
Epoch 53/100
113/113 [==============================] - 0s 835us/step - loss: 0.4000 - accuracy: 0.8378
Epoch 54/100
113/113 [==============================] - 0s 854us/step - loss: 0.3997 - accuracy: 0.8383
Epoch 55/100
113/113 [==============================] - 0s 887us/step - loss: 0.3995 - accuracy: 0.8371
Epoch 56/100
113/113 [==============================] - 0s 842us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 57/100
113/113 [==============================] - 0s 914us/step - loss: 0.3991 - accuracy: 0.8386
Epoch 58/100
113/113 [==============================] - 0s 821us/step - loss: 0.3992 - accuracy: 0.8374
Epoch 59/100
113/113 [==============================] - 0s 832us/step - loss: 0.3989 - accuracy: 0.8378
Epoch 60/100
113/113 [==============================] - 0s 838us/step - loss: 0.3987 - accuracy: 0.8378
Epoch 61/100
113/113 [==============================] - 0s 837us/step - loss: 0.3986 - accuracy: 0.8378
Epoch 62/100
113/113 [==============================] - 0s 823us/step - loss: 0.3985 - accuracy: 0.8385
Epoch 63/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8379
Epoch 64/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8383
Epoch 65/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8389
Epoch 66/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8378
Epoch 67/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8386
Epoch 68/100
113/113 [==============================] - 0s 993us/step - loss: 0.3978 - accuracy: 0.8382
Epoch 69/100
113/113 [==============================] - 0s 975us/step - loss: 0.3975 - accuracy: 0.8388
Epoch 70/100
113/113 [==============================] - 0s 900us/step - loss: 0.3974 - accuracy: 0.8390
Epoch 71/100
113/113 [==============================] - 0s 867us/step - loss: 0.3974 - accuracy: 0.8393
Epoch 72/100
113/113 [==============================] - 0s 827us/step - loss: 0.3970 - accuracy: 0.8392
Epoch 73/100
113/113 [==============================] - 0s 923us/step - loss: 0.3970 - accuracy: 0.8392
Epoch 74/100
113/113 [==============================] - 0s 890us/step - loss: 0.3968 - accuracy: 0.8389
Epoch 75/100
113/113 [==============================] - 0s 833us/step - loss: 0.3968 - accuracy: 0.8394
Epoch 76/100
113/113 [==============================] - 0s 884us/step - loss: 0.3966 - accuracy: 0.8389
Epoch 77/100
113/113 [==============================] - 0s 866us/step - loss: 0.3963 - accuracy: 0.8399
Epoch 78/100
113/113 [==============================] - 0s 832us/step - loss: 0.3963 - accuracy: 0.8396
Epoch 79/100
113/113 [==============================] - 0s 856us/step - loss: 0.3962 - accuracy: 0.8383
Epoch 80/100
113/113 [==============================] - 0s 836us/step - loss: 0.3962 - accuracy: 0.8394
Epoch 81/100
113/113 [==============================] - 0s 859us/step - loss: 0.3963 - accuracy: 0.8385
Epoch 82/100
113/113 [==============================] - 0s 825us/step - loss: 0.3958 - accuracy: 0.8397
Epoch 83/100
113/113 [==============================] - 0s 931us/step - loss: 0.3959 - accuracy: 0.8403
Epoch 84/100
113/113 [==============================] - 0s 888us/step - loss: 0.3960 - accuracy: 0.8393
Epoch 85/100
113/113 [==============================] - 0s 825us/step - loss: 0.3958 - accuracy: 0.8403
Epoch 86/100
113/113 [==============================] - 0s 860us/step - loss: 0.3956 - accuracy: 0.8399
Epoch 87/100
113/113 [==============================] - 0s 816us/step - loss: 0.3956 - accuracy: 0.8390
Epoch 88/100
113/113 [==============================] - 0s 834us/step - loss: 0.3955 - accuracy: 0.8389
Epoch 89/100
113/113 [==============================] - 0s 863us/step - loss: 0.3956 - accuracy: 0.8396
Epoch 90/100
113/113 [==============================] - 0s 839us/step - loss: 0.3952 - accuracy: 0.8393
Epoch 91/100
113/113 [==============================] - 0s 846us/step - loss: 0.3952 - accuracy: 0.8397
Epoch 92/100
113/113 [==============================] - 0s 837us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 93/100
113/113 [==============================] - 0s 833us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 94/100
113/113 [==============================] - 0s 860us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 95/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8392
Epoch 96/100
113/113 [==============================] - 0s 897us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 97/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8390: 0s - loss: 0.3967 - accuracy: 0.83
Epoch 98/100
113/113 [==============================] - 0s 828us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 99/100
113/113 [==============================] - 0s 877us/step - loss: 0.3947 - accuracy: 0.8390
Epoch 100/100
113/113 [==============================] - 0s 831us/step - loss: 0.3948 - accuracy: 0.8404
Epoch 1/100
113/113 [==============================] - 0s 852us/step - loss: 0.6610 - accuracy: 0.7951
Epoch 2/100
113/113 [==============================] - 0s 881us/step - loss: 0.5152 - accuracy: 0.7964
Epoch 3/100
113/113 [==============================] - 0s 869us/step - loss: 0.4472 - accuracy: 0.7964
Epoch 4/100
113/113 [==============================] - 0s 871us/step - loss: 0.4391 - accuracy: 0.7964
Epoch 5/100
113/113 [==============================] - 0s 865us/step - loss: 0.4358 - accuracy: 0.7964
Epoch 6/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7964
Epoch 7/100
113/113 [==============================] - 0s 990us/step - loss: 0.4324 - accuracy: 0.7964
Epoch 8/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4312 - accuracy: 0.7964
Epoch 9/100
113/113 [==============================] - 0s 960us/step - loss: 0.4302 - accuracy: 0.7964
Epoch 10/100
113/113 [==============================] - 0s 889us/step - loss: 0.4294 - accuracy: 0.7964
Epoch 11/100
113/113 [==============================] - 0s 901us/step - loss: 0.4287 - accuracy: 0.7964
Epoch 12/100
113/113 [==============================] - 0s 902us/step - loss: 0.4278 - accuracy: 0.7964
Epoch 13/100
113/113 [==============================] - 0s 878us/step - loss: 0.4268 - accuracy: 0.7964
Epoch 14/100
113/113 [==============================] - 0s 875us/step - loss: 0.4257 - accuracy: 0.7964
Epoch 15/100
113/113 [==============================] - 0s 874us/step - loss: 0.4243 - accuracy: 0.7964
Epoch 16/100
113/113 [==============================] - 0s 906us/step - loss: 0.4232 - accuracy: 0.8107
Epoch 17/100
113/113 [==============================] - 0s 899us/step - loss: 0.4222 - accuracy: 0.8189
Epoch 18/100
113/113 [==============================] - 0s 978us/step - loss: 0.4210 - accuracy: 0.8215
Epoch 19/100
113/113 [==============================] - 0s 884us/step - loss: 0.4202 - accuracy: 0.8232
Epoch 20/100
113/113 [==============================] - 0s 970us/step - loss: 0.4192 - accuracy: 0.8243
Epoch 21/100
113/113 [==============================] - 0s 913us/step - loss: 0.4184 - accuracy: 0.8250
Epoch 22/100
113/113 [==============================] - 0s 886us/step - loss: 0.4174 - accuracy: 0.8254
Epoch 23/100
113/113 [==============================] - 0s 914us/step - loss: 0.4166 - accuracy: 0.8267
Epoch 24/100
113/113 [==============================] - 0s 871us/step - loss: 0.4158 - accuracy: 0.8281
Epoch 25/100
113/113 [==============================] - 0s 901us/step - loss: 0.4151 - accuracy: 0.8272
Epoch 26/100
113/113 [==============================] - 0s 960us/step - loss: 0.4144 - accuracy: 0.8290
Epoch 27/100
113/113 [==============================] - 0s 877us/step - loss: 0.4137 - accuracy: 0.8292
Epoch 28/100
113/113 [==============================] - 0s 856us/step - loss: 0.4129 - accuracy: 0.8296
Epoch 29/100
113/113 [==============================] - 0s 844us/step - loss: 0.4123 - accuracy: 0.8313
Epoch 30/100
113/113 [==============================] - 0s 853us/step - loss: 0.4119 - accuracy: 0.8317
Epoch 31/100
113/113 [==============================] - 0s 844us/step - loss: 0.4114 - accuracy: 0.8315
Epoch 32/100
113/113 [==============================] - 0s 821us/step - loss: 0.4109 - accuracy: 0.8328
Epoch 33/100
113/113 [==============================] - 0s 841us/step - loss: 0.4102 - accuracy: 0.8328
Epoch 34/100
113/113 [==============================] - 0s 810us/step - loss: 0.4096 - accuracy: 0.8336
Epoch 35/100
113/113 [==============================] - 0s 843us/step - loss: 0.4093 - accuracy: 0.8332
Epoch 36/100
113/113 [==============================] - 0s 821us/step - loss: 0.4087 - accuracy: 0.8340
Epoch 37/100
113/113 [==============================] - 0s 855us/step - loss: 0.4081 - accuracy: 0.8342
Epoch 38/100
113/113 [==============================] - 0s 882us/step - loss: 0.4076 - accuracy: 0.8349
Epoch 39/100
113/113 [==============================] - 0s 869us/step - loss: 0.4072 - accuracy: 0.8344
Epoch 40/100
113/113 [==============================] - 0s 853us/step - loss: 0.4069 - accuracy: 0.8344
Epoch 41/100
113/113 [==============================] - 0s 871us/step - loss: 0.4065 - accuracy: 0.8340
Epoch 42/100
113/113 [==============================] - 0s 859us/step - loss: 0.4062 - accuracy: 0.8350
Epoch 43/100
113/113 [==============================] - 0s 867us/step - loss: 0.4059 - accuracy: 0.8342
Epoch 44/100
113/113 [==============================] - 0s 841us/step - loss: 0.4057 - accuracy: 0.8358
Epoch 45/100
113/113 [==============================] - 0s 857us/step - loss: 0.4052 - accuracy: 0.8356
Epoch 46/100
113/113 [==============================] - 0s 838us/step - loss: 0.4048 - accuracy: 0.8356
Epoch 47/100
113/113 [==============================] - 0s 847us/step - loss: 0.4045 - accuracy: 0.8349
Epoch 48/100
113/113 [==============================] - 0s 848us/step - loss: 0.4043 - accuracy: 0.8369
Epoch 49/100
113/113 [==============================] - 0s 936us/step - loss: 0.4041 - accuracy: 0.8356
Epoch 50/100
113/113 [==============================] - 0s 831us/step - loss: 0.4037 - accuracy: 0.8364
Epoch 51/100
113/113 [==============================] - 0s 830us/step - loss: 0.4038 - accuracy: 0.8354
Epoch 52/100
113/113 [==============================] - 0s 841us/step - loss: 0.4034 - accuracy: 0.8356
Epoch 53/100
113/113 [==============================] - 0s 829us/step - loss: 0.4031 - accuracy: 0.8344
Epoch 54/100
113/113 [==============================] - 0s 834us/step - loss: 0.4030 - accuracy: 0.8351
Epoch 55/100
113/113 [==============================] - 0s 831us/step - loss: 0.4027 - accuracy: 0.8350
Epoch 56/100
113/113 [==============================] - 0s 839us/step - loss: 0.4024 - accuracy: 0.8353
Epoch 57/100
113/113 [==============================] - 0s 852us/step - loss: 0.4023 - accuracy: 0.8357
Epoch 58/100
113/113 [==============================] - 0s 835us/step - loss: 0.4021 - accuracy: 0.8346
Epoch 59/100
113/113 [==============================] - 0s 913us/step - loss: 0.4020 - accuracy: 0.8353
Epoch 60/100
113/113 [==============================] - 0s 817us/step - loss: 0.4016 - accuracy: 0.8356
Epoch 61/100
113/113 [==============================] - 0s 829us/step - loss: 0.4015 - accuracy: 0.8363
Epoch 62/100
113/113 [==============================] - 0s 836us/step - loss: 0.4014 - accuracy: 0.8357
Epoch 63/100
113/113 [==============================] - 0s 835us/step - loss: 0.4014 - accuracy: 0.8351
Epoch 64/100
113/113 [==============================] - 0s 830us/step - loss: 0.4012 - accuracy: 0.8357
Epoch 65/100
113/113 [==============================] - 0s 827us/step - loss: 0.4010 - accuracy: 0.8349
Epoch 66/100
113/113 [==============================] - 0s 825us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 67/100
113/113 [==============================] - 0s 850us/step - loss: 0.4008 - accuracy: 0.8344
Epoch 68/100
113/113 [==============================] - 0s 825us/step - loss: 0.4006 - accuracy: 0.8350
Epoch 69/100
113/113 [==============================] - 0s 845us/step - loss: 0.4006 - accuracy: 0.8353
Epoch 70/100
113/113 [==============================] - 0s 861us/step - loss: 0.4005 - accuracy: 0.8351
Epoch 71/100
113/113 [==============================] - 0s 828us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 72/100
113/113 [==============================] - 0s 830us/step - loss: 0.4006 - accuracy: 0.8347
Epoch 73/100
113/113 [==============================] - 0s 851us/step - loss: 0.4000 - accuracy: 0.8350
Epoch 74/100
113/113 [==============================] - 0s 824us/step - loss: 0.4000 - accuracy: 0.8351
Epoch 75/100
113/113 [==============================] - 0s 826us/step - loss: 0.3999 - accuracy: 0.8344
Epoch 76/100
113/113 [==============================] - 0s 833us/step - loss: 0.3998 - accuracy: 0.8351
Epoch 77/100
113/113 [==============================] - 0s 832us/step - loss: 0.3999 - accuracy: 0.8358
Epoch 78/100
113/113 [==============================] - 0s 853us/step - loss: 0.3993 - accuracy: 0.8357
Epoch 79/100
113/113 [==============================] - 0s 836us/step - loss: 0.3995 - accuracy: 0.8347
Epoch 80/100
113/113 [==============================] - 0s 902us/step - loss: 0.3994 - accuracy: 0.8360
Epoch 81/100
113/113 [==============================] - 0s 839us/step - loss: 0.3990 - accuracy: 0.8354
Epoch 82/100
113/113 [==============================] - 0s 872us/step - loss: 0.3990 - accuracy: 0.8356
Epoch 83/100
113/113 [==============================] - 0s 845us/step - loss: 0.3987 - accuracy: 0.8351
Epoch 84/100
113/113 [==============================] - 0s 834us/step - loss: 0.3994 - accuracy: 0.8358
Epoch 85/100
113/113 [==============================] - 0s 828us/step - loss: 0.3990 - accuracy: 0.8361
Epoch 86/100
113/113 [==============================] - 0s 824us/step - loss: 0.3986 - accuracy: 0.8360
Epoch 87/100
113/113 [==============================] - 0s 834us/step - loss: 0.3991 - accuracy: 0.8365
Epoch 88/100
113/113 [==============================] - 0s 837us/step - loss: 0.3986 - accuracy: 0.8349
Epoch 89/100
113/113 [==============================] - 0s 827us/step - loss: 0.3987 - accuracy: 0.8367
Epoch 90/100
113/113 [==============================] - 0s 925us/step - loss: 0.3986 - accuracy: 0.8360
Epoch 91/100
113/113 [==============================] - 0s 827us/step - loss: 0.3983 - accuracy: 0.8361
Epoch 92/100
113/113 [==============================] - 0s 823us/step - loss: 0.3984 - accuracy: 0.8360
Epoch 93/100
113/113 [==============================] - 0s 855us/step - loss: 0.3984 - accuracy: 0.8367
Epoch 94/100
113/113 [==============================] - 0s 833us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 95/100
113/113 [==============================] - 0s 831us/step - loss: 0.3979 - accuracy: 0.8363
Epoch 96/100
113/113 [==============================] - 0s 827us/step - loss: 0.3982 - accuracy: 0.8368
Epoch 97/100
113/113 [==============================] - 0s 856us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 98/100
113/113 [==============================] - 0s 837us/step - loss: 0.3980 - accuracy: 0.8357
Epoch 99/100
113/113 [==============================] - 0s 831us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 100/100
113/113 [==============================] - 0s 921us/step - loss: 0.3977 - accuracy: 0.8365
Epoch 1/100
113/113 [==============================] - 0s 858us/step - loss: 0.6626 - accuracy: 0.7954
Epoch 2/100
113/113 [==============================] - 0s 856us/step - loss: 0.5134 - accuracy: 0.7985
Epoch 3/100
113/113 [==============================] - 0s 860us/step - loss: 0.4440 - accuracy: 0.7985
Epoch 4/100
113/113 [==============================] - 0s 898us/step - loss: 0.4356 - accuracy: 0.7985
Epoch 5/100
113/113 [==============================] - 0s 858us/step - loss: 0.4326 - accuracy: 0.7985
Epoch 6/100
113/113 [==============================] - 0s 997us/step - loss: 0.4311 - accuracy: 0.7985
Epoch 7/100
113/113 [==============================] - 0s 857us/step - loss: 0.4301 - accuracy: 0.7985
Epoch 8/100
113/113 [==============================] - 0s 845us/step - loss: 0.4293 - accuracy: 0.7985
Epoch 9/100
113/113 [==============================] - 0s 872us/step - loss: 0.4288 - accuracy: 0.7985
Epoch 10/100
113/113 [==============================] - 0s 867us/step - loss: 0.4284 - accuracy: 0.7985
Epoch 11/100
113/113 [==============================] - 0s 874us/step - loss: 0.4279 - accuracy: 0.7985
Epoch 12/100
113/113 [==============================] - 0s 868us/step - loss: 0.4274 - accuracy: 0.7985
Epoch 13/100
113/113 [==============================] - 0s 879us/step - loss: 0.4272 - accuracy: 0.7985
Epoch 14/100
113/113 [==============================] - 0s 888us/step - loss: 0.4270 - accuracy: 0.7985
Epoch 15/100
113/113 [==============================] - 0s 976us/step - loss: 0.4266 - accuracy: 0.7985
Epoch 16/100
113/113 [==============================] - 0s 940us/step - loss: 0.4264 - accuracy: 0.7985
Epoch 17/100
113/113 [==============================] - 0s 865us/step - loss: 0.4260 - accuracy: 0.7985
Epoch 18/100
113/113 [==============================] - 0s 909us/step - loss: 0.4258 - accuracy: 0.7985
Epoch 19/100
113/113 [==============================] - 0s 973us/step - loss: 0.4254 - accuracy: 0.7985
Epoch 20/100
113/113 [==============================] - 0s 867us/step - loss: 0.4249 - accuracy: 0.7985
Epoch 21/100
113/113 [==============================] - 0s 928us/step - loss: 0.4243 - accuracy: 0.7985
Epoch 22/100
113/113 [==============================] - 0s 938us/step - loss: 0.4236 - accuracy: 0.7985
Epoch 23/100
113/113 [==============================] - 0s 973us/step - loss: 0.4228 - accuracy: 0.7985
Epoch 24/100
113/113 [==============================] - 0s 869us/step - loss: 0.4216 - accuracy: 0.8118
Epoch 25/100
113/113 [==============================] - 0s 960us/step - loss: 0.4207 - accuracy: 0.8147
Epoch 26/100
113/113 [==============================] - 0s 850us/step - loss: 0.4194 - accuracy: 0.8183
Epoch 27/100
113/113 [==============================] - 0s 860us/step - loss: 0.4184 - accuracy: 0.8200
Epoch 28/100
113/113 [==============================] - 0s 869us/step - loss: 0.4173 - accuracy: 0.8207
Epoch 29/100
113/113 [==============================] - 0s 885us/step - loss: 0.4163 - accuracy: 0.8229
Epoch 30/100
113/113 [==============================] - 0s 850us/step - loss: 0.4152 - accuracy: 0.8267
Epoch 31/100
113/113 [==============================] - 0s 885us/step - loss: 0.4144 - accuracy: 0.8276
Epoch 32/100
113/113 [==============================] - 0s 943us/step - loss: 0.4133 - accuracy: 0.8289
Epoch 33/100
113/113 [==============================] - 0s 860us/step - loss: 0.4125 - accuracy: 0.8289
Epoch 34/100
113/113 [==============================] - 0s 911us/step - loss: 0.4116 - accuracy: 0.8297
Epoch 35/100
113/113 [==============================] - 0s 901us/step - loss: 0.4109 - accuracy: 0.8304
Epoch 36/100
113/113 [==============================] - 0s 854us/step - loss: 0.4101 - accuracy: 0.8311
Epoch 37/100
113/113 [==============================] - 0s 933us/step - loss: 0.4093 - accuracy: 0.8313
Epoch 38/100
113/113 [==============================] - 0s 875us/step - loss: 0.4086 - accuracy: 0.8310
Epoch 39/100
113/113 [==============================] - 0s 840us/step - loss: 0.4080 - accuracy: 0.8307
Epoch 40/100
113/113 [==============================] - 0s 865us/step - loss: 0.4071 - accuracy: 0.8329
Epoch 41/100
113/113 [==============================] - 0s 880us/step - loss: 0.4066 - accuracy: 0.8315
Epoch 42/100
113/113 [==============================] - 0s 887us/step - loss: 0.4060 - accuracy: 0.8333
Epoch 43/100
113/113 [==============================] - 0s 881us/step - loss: 0.4054 - accuracy: 0.8340
Epoch 44/100
113/113 [==============================] - 0s 900us/step - loss: 0.4047 - accuracy: 0.8340
Epoch 45/100
113/113 [==============================] - 0s 915us/step - loss: 0.4042 - accuracy: 0.8349
Epoch 46/100
113/113 [==============================] - 0s 847us/step - loss: 0.4037 - accuracy: 0.8344
Epoch 47/100
113/113 [==============================] - 0s 855us/step - loss: 0.4034 - accuracy: 0.8353
Epoch 48/100
113/113 [==============================] - 0s 887us/step - loss: 0.4027 - accuracy: 0.8357
Epoch 49/100
113/113 [==============================] - 0s 854us/step - loss: 0.4024 - accuracy: 0.8354
Epoch 50/100
113/113 [==============================] - 0s 870us/step - loss: 0.4018 - accuracy: 0.8357
Epoch 51/100
113/113 [==============================] - 0s 865us/step - loss: 0.4016 - accuracy: 0.8365
Epoch 52/100
113/113 [==============================] - 0s 867us/step - loss: 0.4013 - accuracy: 0.8354
Epoch 53/100
113/113 [==============================] - 0s 900us/step - loss: 0.4008 - accuracy: 0.8368
Epoch 54/100
113/113 [==============================] - 0s 973us/step - loss: 0.4008 - accuracy: 0.8371
Epoch 55/100
113/113 [==============================] - 0s 852us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 56/100
113/113 [==============================] - 0s 853us/step - loss: 0.3999 - accuracy: 0.8369
Epoch 57/100
113/113 [==============================] - 0s 846us/step - loss: 0.3996 - accuracy: 0.8375
Epoch 58/100
113/113 [==============================] - 0s 914us/step - loss: 0.3993 - accuracy: 0.8379
Epoch 59/100
113/113 [==============================] - 0s 869us/step - loss: 0.3991 - accuracy: 0.8371
Epoch 60/100
113/113 [==============================] - 0s 875us/step - loss: 0.3988 - accuracy: 0.8374
Epoch 61/100
113/113 [==============================] - 0s 2ms/step - loss: 0.3987 - accuracy: 0.8378
Epoch 62/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3985 - accuracy: 0.8385
Epoch 63/100
113/113 [==============================] - 0s 2ms/step - loss: 0.3981 - accuracy: 0.8383
Epoch 64/100
113/113 [==============================] - 0s 2ms/step - loss: 0.3980 - accuracy: 0.8383
Epoch 65/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8389
Epoch 66/100
113/113 [==============================] - 0s 834us/step - loss: 0.3978 - accuracy: 0.8376
Epoch 67/100
113/113 [==============================] - 0s 887us/step - loss: 0.3974 - accuracy: 0.8383
Epoch 68/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3973 - accuracy: 0.8392
Epoch 69/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3970 - accuracy: 0.8379
Epoch 70/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3972 - accuracy: 0.8383
Epoch 71/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3969 - accuracy: 0.8385
Epoch 72/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3966 - accuracy: 0.8382
Epoch 73/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8376
Epoch 74/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3966 - accuracy: 0.8388
Epoch 75/100
113/113 [==============================] - 0s 988us/step - loss: 0.3963 - accuracy: 0.8378
Epoch 76/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8378
Epoch 77/100
113/113 [==============================] - 0s 970us/step - loss: 0.3963 - accuracy: 0.8389
Epoch 78/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8379
Epoch 79/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8374
Epoch 80/100
113/113 [==============================] - 0s 980us/step - loss: 0.3956 - accuracy: 0.8383
Epoch 81/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8389
Epoch 82/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3955 - accuracy: 0.8382
Epoch 83/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8382
Epoch 84/100
113/113 [==============================] - 0s 978us/step - loss: 0.3953 - accuracy: 0.8386
Epoch 85/100
113/113 [==============================] - 0s 918us/step - loss: 0.3949 - accuracy: 0.8382
Epoch 86/100
113/113 [==============================] - 0s 968us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 87/100
113/113 [==============================] - 0s 912us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 88/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8386
Epoch 89/100
113/113 [==============================] - 0s 881us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 90/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3943 - accuracy: 0.8390
Epoch 91/100
113/113 [==============================] - 0s 870us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 92/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8379
Epoch 93/100
113/113 [==============================] - 0s 924us/step - loss: 0.3946 - accuracy: 0.8378
Epoch 94/100
113/113 [==============================] - 0s 867us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 95/100
113/113 [==============================] - 0s 831us/step - loss: 0.3941 - accuracy: 0.8381
Epoch 96/100
113/113 [==============================] - 0s 836us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 97/100
113/113 [==============================] - 0s 935us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 98/100
113/113 [==============================] - 0s 886us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 99/100
113/113 [==============================] - 0s 880us/step - loss: 0.3943 - accuracy: 0.8371
Epoch 100/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3942 - accuracy: 0.8386
Epoch 1/100
113/113 [==============================] - 0s 881us/step - loss: 0.6612 - accuracy: 0.7912
Epoch 2/100
113/113 [==============================] - 0s 884us/step - loss: 0.5519 - accuracy: 0.7962
Epoch 3/100
113/113 [==============================] - 0s 894us/step - loss: 0.4621 - accuracy: 0.7962
Epoch 4/100
113/113 [==============================] - 0s 866us/step - loss: 0.4449 - accuracy: 0.7962
Epoch 5/100
113/113 [==============================] - 0s 869us/step - loss: 0.4392 - accuracy: 0.7962
Epoch 6/100
113/113 [==============================] - 0s 918us/step - loss: 0.4363 - accuracy: 0.7962
Epoch 7/100
113/113 [==============================] - 0s 929us/step - loss: 0.4349 - accuracy: 0.7962
Epoch 8/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7962
Epoch 9/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4331 - accuracy: 0.7962
Epoch 10/100
113/113 [==============================] - 0s 994us/step - loss: 0.4323 - accuracy: 0.7962
Epoch 11/100
113/113 [==============================] - 0s 988us/step - loss: 0.4316 - accuracy: 0.7962
Epoch 12/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4308 - accuracy: 0.7962
Epoch 13/100
113/113 [==============================] - 0s 975us/step - loss: 0.4298 - accuracy: 0.7962
Epoch 14/100
113/113 [==============================] - 0s 994us/step - loss: 0.4288 - accuracy: 0.7962
Epoch 15/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7982
Epoch 16/100
113/113 [==============================] - 0s 947us/step - loss: 0.4258 - accuracy: 0.8144
Epoch 17/100
113/113 [==============================] - 0s 874us/step - loss: 0.4246 - accuracy: 0.8160
Epoch 18/100
113/113 [==============================] - 0s 859us/step - loss: 0.4234 - accuracy: 0.8183
Epoch 19/100
113/113 [==============================] - 0s 907us/step - loss: 0.4225 - accuracy: 0.8204
Epoch 20/100
113/113 [==============================] - 0s 860us/step - loss: 0.4216 - accuracy: 0.8226
Epoch 21/100
113/113 [==============================] - 0s 929us/step - loss: 0.4207 - accuracy: 0.8256
Epoch 22/100
113/113 [==============================] - 0s 865us/step - loss: 0.4197 - accuracy: 0.8268
Epoch 23/100
113/113 [==============================] - 0s 861us/step - loss: 0.4188 - accuracy: 0.8276
Epoch 24/100
113/113 [==============================] - 0s 952us/step - loss: 0.4181 - accuracy: 0.8290
Epoch 25/100
113/113 [==============================] - 0s 866us/step - loss: 0.4173 - accuracy: 0.8293
Epoch 26/100
113/113 [==============================] - 0s 956us/step - loss: 0.4165 - accuracy: 0.8301
Epoch 27/100
113/113 [==============================] - 0s 864us/step - loss: 0.4158 - accuracy: 0.8314
Epoch 28/100
113/113 [==============================] - 0s 857us/step - loss: 0.4155 - accuracy: 0.8315
Epoch 29/100
113/113 [==============================] - 0s 896us/step - loss: 0.4147 - accuracy: 0.8314
Epoch 30/100
113/113 [==============================] - 0s 883us/step - loss: 0.4141 - accuracy: 0.8317
Epoch 31/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4137 - accuracy: 0.8324
Epoch 32/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4131 - accuracy: 0.8331
Epoch 33/100
113/113 [==============================] - 0s 904us/step - loss: 0.4127 - accuracy: 0.8335
Epoch 34/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4118 - accuracy: 0.8342
Epoch 35/100
113/113 [==============================] - 0s 913us/step - loss: 0.4116 - accuracy: 0.8328
Epoch 36/100
113/113 [==============================] - 0s 863us/step - loss: 0.4111 - accuracy: 0.8339
Epoch 37/100
113/113 [==============================] - 0s 900us/step - loss: 0.4108 - accuracy: 0.8342
Epoch 38/100
113/113 [==============================] - 0s 2ms/step - loss: 0.4099 - accuracy: 0.8344: 0s - loss: 0.3799 - accuracy:
Epoch 39/100
113/113 [==============================] - 0s 905us/step - loss: 0.4101 - accuracy: 0.8351
Epoch 40/100
113/113 [==============================] - 0s 900us/step - loss: 0.4096 - accuracy: 0.8339
Epoch 41/100
113/113 [==============================] - 0s 967us/step - loss: 0.4093 - accuracy: 0.8349
Epoch 42/100
113/113 [==============================] - 0s 921us/step - loss: 0.4089 - accuracy: 0.8347
Epoch 43/100
113/113 [==============================] - 0s 904us/step - loss: 0.4083 - accuracy: 0.8354
Epoch 44/100
113/113 [==============================] - 0s 867us/step - loss: 0.4082 - accuracy: 0.8349
Epoch 45/100
113/113 [==============================] - 0s 891us/step - loss: 0.4079 - accuracy: 0.8343
Epoch 46/100
113/113 [==============================] - 0s 865us/step - loss: 0.4077 - accuracy: 0.8351
Epoch 47/100
113/113 [==============================] - 0s 880us/step - loss: 0.4073 - accuracy: 0.8349
Epoch 48/100
113/113 [==============================] - 0s 940us/step - loss: 0.4066 - accuracy: 0.8351
Epoch 49/100
113/113 [==============================] - 0s 863us/step - loss: 0.4067 - accuracy: 0.8347
Epoch 50/100
113/113 [==============================] - 0s 929us/step - loss: 0.4062 - accuracy: 0.8339
Epoch 51/100
113/113 [==============================] - 0s 880us/step - loss: 0.4061 - accuracy: 0.8358
Epoch 52/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4057 - accuracy: 0.8344
Epoch 53/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4055 - accuracy: 0.8353
Epoch 54/100
113/113 [==============================] - 0s 992us/step - loss: 0.4052 - accuracy: 0.8363
Epoch 55/100
113/113 [==============================] - 0s 960us/step - loss: 0.4050 - accuracy: 0.8367
Epoch 56/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4047 - accuracy: 0.8364
Epoch 57/100
113/113 [==============================] - 0s 989us/step - loss: 0.4046 - accuracy: 0.8357
Epoch 58/100
113/113 [==============================] - 0s 957us/step - loss: 0.4043 - accuracy: 0.8364
Epoch 59/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4042 - accuracy: 0.8360
Epoch 60/100
113/113 [==============================] - 0s 968us/step - loss: 0.4039 - accuracy: 0.8375
Epoch 61/100
113/113 [==============================] - 0s 931us/step - loss: 0.4039 - accuracy: 0.8365
Epoch 62/100
113/113 [==============================] - 0s 929us/step - loss: 0.4035 - accuracy: 0.8369
Epoch 63/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4034 - accuracy: 0.8371
Epoch 64/100
113/113 [==============================] - 0s 996us/step - loss: 0.4035 - accuracy: 0.8375
Epoch 65/100
113/113 [==============================] - 0s 961us/step - loss: 0.4032 - accuracy: 0.8372
Epoch 66/100
113/113 [==============================] - 0s 962us/step - loss: 0.4031 - accuracy: 0.8371
Epoch 67/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4029 - accuracy: 0.8360
Epoch 68/100
113/113 [==============================] - 0s 944us/step - loss: 0.4029 - accuracy: 0.8364
Epoch 69/100
113/113 [==============================] - 0s 991us/step - loss: 0.4026 - accuracy: 0.8367
Epoch 70/100
113/113 [==============================] - 0s 2ms/step - loss: 0.4027 - accuracy: 0.8372
Epoch 71/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4024 - accuracy: 0.8367
Epoch 72/100
113/113 [==============================] - 0s 850us/step - loss: 0.4024 - accuracy: 0.8369
Epoch 73/100
113/113 [==============================] - 0s 906us/step - loss: 0.4023 - accuracy: 0.8365
Epoch 74/100
113/113 [==============================] - 0s 954us/step - loss: 0.4022 - accuracy: 0.8365
Epoch 75/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4020 - accuracy: 0.8382
Epoch 76/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4018 - accuracy: 0.8375
Epoch 77/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8367
Epoch 78/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4017 - accuracy: 0.8364
Epoch 79/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8376
Epoch 80/100
113/113 [==============================] - 0s 976us/step - loss: 0.4015 - accuracy: 0.8365
Epoch 81/100
113/113 [==============================] - 0s 954us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 82/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4014 - accuracy: 0.8376
Epoch 83/100
113/113 [==============================] - 0s 944us/step - loss: 0.4013 - accuracy: 0.8365
Epoch 84/100
113/113 [==============================] - 0s 958us/step - loss: 0.4012 - accuracy: 0.8365
Epoch 85/100
113/113 [==============================] - 0s 986us/step - loss: 0.4011 - accuracy: 0.8378
Epoch 86/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4008 - accuracy: 0.8364
Epoch 87/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4010 - accuracy: 0.8367
Epoch 88/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8356
Epoch 89/100
113/113 [==============================] - 0s 878us/step - loss: 0.4008 - accuracy: 0.8368
Epoch 90/100
113/113 [==============================] - 0s 985us/step - loss: 0.4005 - accuracy: 0.8368
Epoch 91/100
113/113 [==============================] - 0s 994us/step - loss: 0.4006 - accuracy: 0.8379
Epoch 92/100
113/113 [==============================] - 0s 901us/step - loss: 0.4006 - accuracy: 0.8363
Epoch 93/100
113/113 [==============================] - 0s 856us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 94/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8364
Epoch 95/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8369
Epoch 96/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8374
Epoch 97/100
113/113 [==============================] - 0s 960us/step - loss: 0.4002 - accuracy: 0.8367
Epoch 98/100
113/113 [==============================] - 0s 955us/step - loss: 0.4000 - accuracy: 0.8368
Epoch 99/100
113/113 [==============================] - 0s 954us/step - loss: 0.3998 - accuracy: 0.8365
Epoch 100/100
113/113 [==============================] - 0s 904us/step - loss: 0.3999 - accuracy: 0.8369
Epoch 1/100
113/113 [==============================] - 0s 1ms/step - loss: 0.6647 - accuracy: 0.7936
Epoch 2/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5864 - accuracy: 0.7986
Epoch 3/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4961 - accuracy: 0.7986
Epoch 4/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7986
Epoch 5/100
113/113 [==============================] - 0s 950us/step - loss: 0.4426 - accuracy: 0.7986
Epoch 6/100
113/113 [==============================] - 0s 907us/step - loss: 0.4377 - accuracy: 0.7986
Epoch 7/100
113/113 [==============================] - 0s 917us/step - loss: 0.4345 - accuracy: 0.7986
Epoch 8/100
113/113 [==============================] - 0s 870us/step - loss: 0.4324 - accuracy: 0.7986
Epoch 9/100
113/113 [==============================] - 0s 879us/step - loss: 0.4309 - accuracy: 0.7986
Epoch 10/100
113/113 [==============================] - 0s 867us/step - loss: 0.4295 - accuracy: 0.7986
Epoch 11/100
113/113 [==============================] - 0s 948us/step - loss: 0.4285 - accuracy: 0.7986
Epoch 12/100
113/113 [==============================] - 0s 869us/step - loss: 0.4273 - accuracy: 0.7986
Epoch 13/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4263 - accuracy: 0.7986
Epoch 14/100
113/113 [==============================] - 0s 863us/step - loss: 0.4253 - accuracy: 0.7986
Epoch 15/100
113/113 [==============================] - 0s 858us/step - loss: 0.4241 - accuracy: 0.7986
Epoch 16/100
113/113 [==============================] - 0s 932us/step - loss: 0.4229 - accuracy: 0.7986
Epoch 17/100
113/113 [==============================] - 0s 879us/step - loss: 0.4216 - accuracy: 0.7996
Epoch 18/100
113/113 [==============================] - 0s 965us/step - loss: 0.4204 - accuracy: 0.8171
Epoch 19/100
113/113 [==============================] - 0s 952us/step - loss: 0.4194 - accuracy: 0.8221
Epoch 20/100
113/113 [==============================] - 0s 900us/step - loss: 0.4184 - accuracy: 0.8233
Epoch 21/100
113/113 [==============================] - 0s 871us/step - loss: 0.4175 - accuracy: 0.8240
Epoch 22/100
113/113 [==============================] - ETA: 0s - loss: 0.4158 - accuracy: 0.82 - 0s 861us/step - loss: 0.4167 - accuracy: 0.8242
Epoch 23/100
113/113 [==============================] - 0s 872us/step - loss: 0.4158 - accuracy: 0.8261
Epoch 24/100
113/113 [==============================] - 0s 848us/step - loss: 0.4150 - accuracy: 0.8279
Epoch 25/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4143 - accuracy: 0.8285
Epoch 26/100
113/113 [==============================] - 0s 873us/step - loss: 0.4136 - accuracy: 0.8301
Epoch 27/100
113/113 [==============================] - 0s 853us/step - loss: 0.4129 - accuracy: 0.8307
Epoch 28/100
113/113 [==============================] - 0s 886us/step - loss: 0.4123 - accuracy: 0.8321
Epoch 29/100
113/113 [==============================] - 0s 844us/step - loss: 0.4116 - accuracy: 0.8340
Epoch 30/100
113/113 [==============================] - 0s 872us/step - loss: 0.4110 - accuracy: 0.8342
Epoch 31/100
113/113 [==============================] - 0s 877us/step - loss: 0.4104 - accuracy: 0.8347
Epoch 32/100
113/113 [==============================] - 0s 868us/step - loss: 0.4099 - accuracy: 0.8354
Epoch 33/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4095 - accuracy: 0.8360
Epoch 34/100
113/113 [==============================] - 0s 858us/step - loss: 0.4088 - accuracy: 0.8358
Epoch 35/100
113/113 [==============================] - 0s 869us/step - loss: 0.4084 - accuracy: 0.8367
Epoch 36/100
113/113 [==============================] - 0s 921us/step - loss: 0.4078 - accuracy: 0.8364
Epoch 37/100
113/113 [==============================] - 0s 873us/step - loss: 0.4075 - accuracy: 0.8361
Epoch 38/100
113/113 [==============================] - 0s 886us/step - loss: 0.4069 - accuracy: 0.8371
Epoch 39/100
113/113 [==============================] - 0s 864us/step - loss: 0.4066 - accuracy: 0.8369
Epoch 40/100
113/113 [==============================] - 0s 905us/step - loss: 0.4063 - accuracy: 0.8374
Epoch 41/100
113/113 [==============================] - 0s 865us/step - loss: 0.4057 - accuracy: 0.8374
Epoch 42/100
113/113 [==============================] - 0s 855us/step - loss: 0.4056 - accuracy: 0.8378
Epoch 43/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4051 - accuracy: 0.8376
Epoch 44/100
113/113 [==============================] - 0s 863us/step - loss: 0.4048 - accuracy: 0.8375
Epoch 45/100
113/113 [==============================] - 0s 910us/step - loss: 0.4044 - accuracy: 0.8381
Epoch 46/100
113/113 [==============================] - 0s 865us/step - loss: 0.4042 - accuracy: 0.8382
Epoch 47/100
113/113 [==============================] - 0s 879us/step - loss: 0.4037 - accuracy: 0.8382
Epoch 48/100
113/113 [==============================] - 0s 897us/step - loss: 0.4036 - accuracy: 0.8386
Epoch 49/100
113/113 [==============================] - 0s 858us/step - loss: 0.4033 - accuracy: 0.8382
Epoch 50/100
113/113 [==============================] - 0s 934us/step - loss: 0.4030 - accuracy: 0.8383
Epoch 51/100
113/113 [==============================] - 0s 858us/step - loss: 0.4029 - accuracy: 0.8388
Epoch 52/100
113/113 [==============================] - 0s 905us/step - loss: 0.4025 - accuracy: 0.8388
Epoch 53/100
113/113 [==============================] - 0s 886us/step - loss: 0.4023 - accuracy: 0.8401
Epoch 54/100
113/113 [==============================] - 0s 909us/step - loss: 0.4021 - accuracy: 0.8382
Epoch 55/100
113/113 [==============================] - 0s 938us/step - loss: 0.4018 - accuracy: 0.8386
Epoch 56/100
113/113 [==============================] - 0s 853us/step - loss: 0.4016 - accuracy: 0.8388
Epoch 57/100
113/113 [==============================] - 0s 896us/step - loss: 0.4014 - accuracy: 0.8390
Epoch 58/100
113/113 [==============================] - 0s 853us/step - loss: 0.4011 - accuracy: 0.8385
Epoch 59/100
113/113 [==============================] - 0s 849us/step - loss: 0.4009 - accuracy: 0.8397
Epoch 60/100
113/113 [==============================] - 0s 922us/step - loss: 0.4008 - accuracy: 0.8383
Epoch 61/100
113/113 [==============================] - 0s 865us/step - loss: 0.4006 - accuracy: 0.8382
Epoch 62/100
113/113 [==============================] - 0s 879us/step - loss: 0.4004 - accuracy: 0.8394
Epoch 63/100
113/113 [==============================] - 0s 962us/step - loss: 0.4001 - accuracy: 0.8392
Epoch 64/100
113/113 [==============================] - 0s 885us/step - loss: 0.4001 - accuracy: 0.8385
Epoch 65/100
113/113 [==============================] - 0s 861us/step - loss: 0.3999 - accuracy: 0.8396
Epoch 66/100
113/113 [==============================] - 0s 849us/step - loss: 0.3998 - accuracy: 0.8393
Epoch 67/100
113/113 [==============================] - 0s 882us/step - loss: 0.3996 - accuracy: 0.8394
Epoch 68/100
113/113 [==============================] - 0s 853us/step - loss: 0.3993 - accuracy: 0.8392
Epoch 69/100
113/113 [==============================] - 0s 889us/step - loss: 0.3989 - accuracy: 0.8385
Epoch 70/100
113/113 [==============================] - 0s 870us/step - loss: 0.3991 - accuracy: 0.8390
Epoch 71/100
113/113 [==============================] - 0s 856us/step - loss: 0.3989 - accuracy: 0.8390
Epoch 72/100
113/113 [==============================] - 0s 990us/step - loss: 0.3988 - accuracy: 0.8385
Epoch 73/100
113/113 [==============================] - 0s 855us/step - loss: 0.3986 - accuracy: 0.8390
Epoch 74/100
113/113 [==============================] - 0s 876us/step - loss: 0.3984 - accuracy: 0.8394
Epoch 75/100
113/113 [==============================] - 0s 867us/step - loss: 0.3984 - accuracy: 0.8396
Epoch 76/100
113/113 [==============================] - 0s 855us/step - loss: 0.3982 - accuracy: 0.8396
Epoch 77/100
113/113 [==============================] - 0s 880us/step - loss: 0.3981 - accuracy: 0.8392
Epoch 78/100
113/113 [==============================] - 0s 858us/step - loss: 0.3981 - accuracy: 0.8393
Epoch 79/100
113/113 [==============================] - 0s 878us/step - loss: 0.3978 - accuracy: 0.8399
Epoch 80/100
113/113 [==============================] - 0s 866us/step - loss: 0.3979 - accuracy: 0.8393
Epoch 81/100
113/113 [==============================] - 0s 845us/step - loss: 0.3977 - accuracy: 0.8394
Epoch 82/100
113/113 [==============================] - 0s 993us/step - loss: 0.3976 - accuracy: 0.8399
Epoch 83/100
113/113 [==============================] - 0s 842us/step - loss: 0.3976 - accuracy: 0.8400
Epoch 84/100
113/113 [==============================] - 0s 865us/step - loss: 0.3974 - accuracy: 0.8400
Epoch 85/100
113/113 [==============================] - 0s 879us/step - loss: 0.3974 - accuracy: 0.8394
Epoch 86/100
113/113 [==============================] - 0s 849us/step - loss: 0.3973 - accuracy: 0.8400
Epoch 87/100
113/113 [==============================] - 0s 897us/step - loss: 0.3972 - accuracy: 0.8397
Epoch 88/100
113/113 [==============================] - 0s 864us/step - loss: 0.3972 - accuracy: 0.8396
Epoch 89/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3970 - accuracy: 0.8394
Epoch 90/100
113/113 [==============================] - 0s 847us/step - loss: 0.3970 - accuracy: 0.8389
Epoch 91/100
113/113 [==============================] - 0s 880us/step - loss: 0.3968 - accuracy: 0.8394
Epoch 92/100
113/113 [==============================] - 0s 843us/step - loss: 0.3970 - accuracy: 0.8400
Epoch 93/100
113/113 [==============================] - 0s 848us/step - loss: 0.3968 - accuracy: 0.8401
Epoch 94/100
113/113 [==============================] - 0s 957us/step - loss: 0.3967 - accuracy: 0.8396
Epoch 95/100
113/113 [==============================] - 0s 844us/step - loss: 0.3967 - accuracy: 0.8404
Epoch 96/100
113/113 [==============================] - 0s 879us/step - loss: 0.3967 - accuracy: 0.8404
Epoch 97/100
113/113 [==============================] - 0s 857us/step - loss: 0.3965 - accuracy: 0.8396
Epoch 98/100
113/113 [==============================] - 0s 858us/step - loss: 0.3965 - accuracy: 0.8394
Epoch 99/100
113/113 [==============================] - 0s 902us/step - loss: 0.3965 - accuracy: 0.84070s - loss: 0.3965 - accuracy: 0.84
Epoch 100/100
113/113 [==============================] - 0s 853us/step - loss: 0.3963 - accuracy: 0.8399
Epoch 1/100
113/113 [==============================] - 0s 955us/step - loss: 0.6595 - accuracy: 0.7951
Epoch 2/100
113/113 [==============================] - 0s 903us/step - loss: 0.5554 - accuracy: 0.7978
Epoch 3/100
113/113 [==============================] - 0s 947us/step - loss: 0.4665 - accuracy: 0.7978
Epoch 4/100
113/113 [==============================] - 0s 921us/step - loss: 0.4435 - accuracy: 0.7978
Epoch 5/100
113/113 [==============================] - 0s 965us/step - loss: 0.4367 - accuracy: 0.7978
Epoch 6/100
113/113 [==============================] - 0s 998us/step - loss: 0.4325 - accuracy: 0.7978
Epoch 7/100
113/113 [==============================] - 0s 919us/step - loss: 0.4300 - accuracy: 0.7978
Epoch 8/100
113/113 [==============================] - 0s 957us/step - loss: 0.4285 - accuracy: 0.7978
Epoch 9/100
113/113 [==============================] - 0s 914us/step - loss: 0.4272 - accuracy: 0.7978
Epoch 10/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4261 - accuracy: 0.7978
Epoch 11/100
113/113 [==============================] - 0s 986us/step - loss: 0.4252 - accuracy: 0.7978
Epoch 12/100
113/113 [==============================] - 0s 962us/step - loss: 0.4242 - accuracy: 0.7978
Epoch 13/100
113/113 [==============================] - 0s 938us/step - loss: 0.4230 - accuracy: 0.7978
Epoch 14/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4217 - accuracy: 0.7978
Epoch 15/100
113/113 [==============================] - 0s 913us/step - loss: 0.4203 - accuracy: 0.8147
Epoch 16/100
113/113 [==============================] - 0s 908us/step - loss: 0.4191 - accuracy: 0.8207
Epoch 17/100
113/113 [==============================] - 0s 973us/step - loss: 0.4179 - accuracy: 0.8218
Epoch 18/100
113/113 [==============================] - 0s 915us/step - loss: 0.4171 - accuracy: 0.8211
Epoch 19/100
113/113 [==============================] - 0s 964us/step - loss: 0.4160 - accuracy: 0.8240
Epoch 20/100
113/113 [==============================] - 0s 922us/step - loss: 0.4151 - accuracy: 0.8246
Epoch 21/100
113/113 [==============================] - 0s 948us/step - loss: 0.4141 - accuracy: 0.8272
Epoch 22/100
113/113 [==============================] - 0s 954us/step - loss: 0.4134 - accuracy: 0.8276
Epoch 23/100
113/113 [==============================] - 0s 959us/step - loss: 0.4125 - accuracy: 0.8294
Epoch 24/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4117 - accuracy: 0.8300
Epoch 25/100
113/113 [==============================] - 0s 911us/step - loss: 0.4110 - accuracy: 0.8304
Epoch 26/100
113/113 [==============================] - 0s 967us/step - loss: 0.4104 - accuracy: 0.8336
Epoch 27/100
113/113 [==============================] - 0s 862us/step - loss: 0.4097 - accuracy: 0.8329
Epoch 28/100
113/113 [==============================] - 0s 903us/step - loss: 0.4090 - accuracy: 0.8326
Epoch 29/100
113/113 [==============================] - 0s 844us/step - loss: 0.4084 - accuracy: 0.8332
Epoch 30/100
113/113 [==============================] - 0s 888us/step - loss: 0.4077 - accuracy: 0.8346
Epoch 31/100
113/113 [==============================] - 0s 865us/step - loss: 0.4072 - accuracy: 0.8356
Epoch 32/100
113/113 [==============================] - 0s 860us/step - loss: 0.4066 - accuracy: 0.8351
Epoch 33/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4062 - accuracy: 0.8343
Epoch 34/100
113/113 [==============================] - 0s 864us/step - loss: 0.4057 - accuracy: 0.8349
Epoch 35/100
113/113 [==============================] - 0s 872us/step - loss: 0.4051 - accuracy: 0.8361
Epoch 36/100
113/113 [==============================] - 0s 908us/step - loss: 0.4049 - accuracy: 0.8361
Epoch 37/100
113/113 [==============================] - 0s 869us/step - loss: 0.4044 - accuracy: 0.83600s - loss: 0.4076 - accuracy: 0.83
Epoch 38/100
113/113 [==============================] - 0s 882us/step - loss: 0.4041 - accuracy: 0.8361
Epoch 39/100
113/113 [==============================] - 0s 861us/step - loss: 0.4036 - accuracy: 0.8365
Epoch 40/100
113/113 [==============================] - 0s 908us/step - loss: 0.4034 - accuracy: 0.8353
Epoch 41/100
113/113 [==============================] - 0s 860us/step - loss: 0.4029 - accuracy: 0.8369
Epoch 42/100
113/113 [==============================] - 0s 865us/step - loss: 0.4028 - accuracy: 0.8365
Epoch 43/100
113/113 [==============================] - 0s 959us/step - loss: 0.4024 - accuracy: 0.8375
Epoch 44/100
113/113 [==============================] - 0s 866us/step - loss: 0.4021 - accuracy: 0.8376
Epoch 45/100
113/113 [==============================] - 0s 892us/step - loss: 0.4018 - accuracy: 0.8360
Epoch 46/100
113/113 [==============================] - 0s 955us/step - loss: 0.4014 - accuracy: 0.8374
Epoch 47/100
113/113 [==============================] - 0s 887us/step - loss: 0.4013 - accuracy: 0.8358
Epoch 48/100
113/113 [==============================] - 0s 909us/step - loss: 0.4008 - accuracy: 0.8371
Epoch 49/100
113/113 [==============================] - 0s 927us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 50/100
113/113 [==============================] - 0s 886us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 51/100
113/113 [==============================] - 0s 878us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 52/100
113/113 [==============================] - 0s 958us/step - loss: 0.3997 - accuracy: 0.8378
Epoch 53/100
113/113 [==============================] - 0s 866us/step - loss: 0.3995 - accuracy: 0.8371
Epoch 54/100
113/113 [==============================] - 0s 852us/step - loss: 0.3991 - accuracy: 0.8379
Epoch 55/100
113/113 [==============================] - 0s 923us/step - loss: 0.3993 - accuracy: 0.8364
Epoch 56/100
113/113 [==============================] - 0s 868us/step - loss: 0.3990 - accuracy: 0.8371
Epoch 57/100
113/113 [==============================] - 0s 887us/step - loss: 0.3988 - accuracy: 0.8372
Epoch 58/100
113/113 [==============================] - 0s 862us/step - loss: 0.3986 - accuracy: 0.8369
Epoch 59/100
113/113 [==============================] - 0s 895us/step - loss: 0.3985 - accuracy: 0.8371
Epoch 60/100
113/113 [==============================] - 0s 861us/step - loss: 0.3982 - accuracy: 0.8361
Epoch 61/100
113/113 [==============================] - 0s 875us/step - loss: 0.3981 - accuracy: 0.8365
Epoch 62/100
113/113 [==============================] - 0s 927us/step - loss: 0.3980 - accuracy: 0.8368
Epoch 63/100
113/113 [==============================] - 0s 854us/step - loss: 0.3978 - accuracy: 0.8371
Epoch 64/100
113/113 [==============================] - 0s 885us/step - loss: 0.3977 - accuracy: 0.8379
Epoch 65/100
113/113 [==============================] - 0s 867us/step - loss: 0.3975 - accuracy: 0.8376
Epoch 66/100
113/113 [==============================] - 0s 877us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 67/100
113/113 [==============================] - 0s 895us/step - loss: 0.3974 - accuracy: 0.8382
Epoch 68/100
113/113 [==============================] - 0s 855us/step - loss: 0.3972 - accuracy: 0.8376
Epoch 69/100
113/113 [==============================] - 0s 898us/step - loss: 0.3971 - accuracy: 0.8376
Epoch 70/100
113/113 [==============================] - 0s 848us/step - loss: 0.3971 - accuracy: 0.8368
Epoch 71/100
113/113 [==============================] - 0s 873us/step - loss: 0.3970 - accuracy: 0.8378
Epoch 72/100
113/113 [==============================] - 0s 963us/step - loss: 0.3969 - accuracy: 0.8375
Epoch 73/100
113/113 [==============================] - 0s 866us/step - loss: 0.3967 - accuracy: 0.8381
Epoch 74/100
113/113 [==============================] - 0s 888us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 75/100
113/113 [==============================] - 0s 872us/step - loss: 0.3967 - accuracy: 0.8378
Epoch 76/100
113/113 [==============================] - 0s 878us/step - loss: 0.3967 - accuracy: 0.8374
Epoch 77/100
113/113 [==============================] - 0s 886us/step - loss: 0.3966 - accuracy: 0.8378
Epoch 78/100
113/113 [==============================] - 0s 864us/step - loss: 0.3966 - accuracy: 0.8376
Epoch 79/100
113/113 [==============================] - 0s 896us/step - loss: 0.3964 - accuracy: 0.8374
Epoch 80/100
113/113 [==============================] - 0s 871us/step - loss: 0.3965 - accuracy: 0.8371
Epoch 81/100
113/113 [==============================] - 0s 949us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 82/100
113/113 [==============================] - 0s 909us/step - loss: 0.3963 - accuracy: 0.8375
Epoch 83/100
113/113 [==============================] - 0s 868us/step - loss: 0.3961 - accuracy: 0.8369
Epoch 84/100
113/113 [==============================] - 0s 951us/step - loss: 0.3962 - accuracy: 0.8375
Epoch 85/100
113/113 [==============================] - 0s 990us/step - loss: 0.3961 - accuracy: 0.8376
Epoch 86/100
113/113 [==============================] - 0s 989us/step - loss: 0.3960 - accuracy: 0.8368
Epoch 87/100
113/113 [==============================] - 0s 899us/step - loss: 0.3961 - accuracy: 0.8374
Epoch 88/100
113/113 [==============================] - 0s 898us/step - loss: 0.3959 - accuracy: 0.8382
Epoch 89/100
113/113 [==============================] - 0s 856us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 90/100
113/113 [==============================] - 0s 865us/step - loss: 0.3960 - accuracy: 0.8372
Epoch 91/100
113/113 [==============================] - 0s 977us/step - loss: 0.3957 - accuracy: 0.8381
Epoch 92/100
113/113 [==============================] - 0s 864us/step - loss: 0.3959 - accuracy: 0.8375
Epoch 93/100
113/113 [==============================] - 0s 897us/step - loss: 0.3959 - accuracy: 0.8376
Epoch 94/100
113/113 [==============================] - 0s 859us/step - loss: 0.3957 - accuracy: 0.8369
Epoch 95/100
113/113 [==============================] - 0s 901us/step - loss: 0.3957 - accuracy: 0.8374
Epoch 96/100
113/113 [==============================] - 0s 880us/step - loss: 0.3958 - accuracy: 0.8369
Epoch 97/100
113/113 [==============================] - 0s 860us/step - loss: 0.3957 - accuracy: 0.8371
Epoch 98/100
113/113 [==============================] - 0s 888us/step - loss: 0.3957 - accuracy: 0.8369
Epoch 99/100
113/113 [==============================] - 0s 855us/step - loss: 0.3958 - accuracy: 0.8386
Epoch 100/100
113/113 [==============================] - 0s 866us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 1/100
113/113 [==============================] - 0s 1ms/step - loss: 0.6584 - accuracy: 0.7940
Epoch 2/100
113/113 [==============================] - 0s 933us/step - loss: 0.5542 - accuracy: 0.7940
Epoch 3/100
113/113 [==============================] - 0s 970us/step - loss: 0.4688 - accuracy: 0.7940
Epoch 4/100
113/113 [==============================] - 0s 996us/step - loss: 0.4464 - accuracy: 0.7940
Epoch 5/100
113/113 [==============================] - 0s 944us/step - loss: 0.4373 - accuracy: 0.7940
Epoch 6/100
113/113 [==============================] - 0s 955us/step - loss: 0.4313 - accuracy: 0.7940
Epoch 7/100
113/113 [==============================] - 0s 941us/step - loss: 0.4269 - accuracy: 0.7940
Epoch 8/100
113/113 [==============================] - 0s 907us/step - loss: 0.4231 - accuracy: 0.7940
Epoch 9/100
113/113 [==============================] - 0s 969us/step - loss: 0.4195 - accuracy: 0.7940
Epoch 10/100
113/113 [==============================] - 0s 889us/step - loss: 0.4159 - accuracy: 0.7940
Epoch 11/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4127 - accuracy: 0.7949
Epoch 12/100
113/113 [==============================] - 0s 960us/step - loss: 0.4092 - accuracy: 0.8112
Epoch 13/100
113/113 [==============================] - 0s 922us/step - loss: 0.4058 - accuracy: 0.8125
Epoch 14/100
113/113 [==============================] - 0s 957us/step - loss: 0.4023 - accuracy: 0.8129
Epoch 15/100
113/113 [==============================] - 0s 889us/step - loss: 0.3986 - accuracy: 0.8139
Epoch 16/100
113/113 [==============================] - 0s 989us/step - loss: 0.3950 - accuracy: 0.8204
Epoch 17/100
113/113 [==============================] - 0s 863us/step - loss: 0.3913 - accuracy: 0.8288
Epoch 18/100
113/113 [==============================] - 0s 858us/step - loss: 0.3879 - accuracy: 0.8333
Epoch 19/100
113/113 [==============================] - 0s 895us/step - loss: 0.3846 - accuracy: 0.8378
Epoch 20/100
113/113 [==============================] - 0s 860us/step - loss: 0.3812 - accuracy: 0.8406
Epoch 21/100
113/113 [==============================] - 0s 882us/step - loss: 0.3788 - accuracy: 0.8428
Epoch 22/100
113/113 [==============================] - 0s 855us/step - loss: 0.3764 - accuracy: 0.8449
Epoch 23/100
113/113 [==============================] - 0s 877us/step - loss: 0.3743 - accuracy: 0.8467
Epoch 24/100
113/113 [==============================] - 0s 886us/step - loss: 0.3721 - accuracy: 0.8471
Epoch 25/100
113/113 [==============================] - 0s 947us/step - loss: 0.3703 - accuracy: 0.8500
Epoch 26/100
113/113 [==============================] - 0s 881us/step - loss: 0.3686 - accuracy: 0.8503
Epoch 27/100
113/113 [==============================] - 0s 843us/step - loss: 0.3673 - accuracy: 0.8508
Epoch 28/100
113/113 [==============================] - 0s 903us/step - loss: 0.3658 - accuracy: 0.8507
Epoch 29/100
113/113 [==============================] - 0s 863us/step - loss: 0.3646 - accuracy: 0.8537
Epoch 30/100
113/113 [==============================] - 0s 863us/step - loss: 0.3633 - accuracy: 0.8536
Epoch 31/100
113/113 [==============================] - 0s 899us/step - loss: 0.3618 - accuracy: 0.8557
Epoch 32/100
113/113 [==============================] - 0s 829us/step - loss: 0.3607 - accuracy: 0.8547
Epoch 33/100
113/113 [==============================] - 0s 960us/step - loss: 0.3595 - accuracy: 0.8550
Epoch 34/100
113/113 [==============================] - 0s 847us/step - loss: 0.3582 - accuracy: 0.8554
Epoch 35/100
113/113 [==============================] - 0s 854us/step - loss: 0.3572 - accuracy: 0.8561
Epoch 36/100
113/113 [==============================] - 0s 873us/step - loss: 0.3563 - accuracy: 0.8567
Epoch 37/100
113/113 [==============================] - 0s 855us/step - loss: 0.3552 - accuracy: 0.8569
Epoch 38/100
113/113 [==============================] - 0s 887us/step - loss: 0.3544 - accuracy: 0.8567
Epoch 39/100
113/113 [==============================] - 0s 854us/step - loss: 0.3536 - accuracy: 0.8561
Epoch 40/100
113/113 [==============================] - 0s 846us/step - loss: 0.3527 - accuracy: 0.8582
Epoch 41/100
113/113 [==============================] - 0s 877us/step - loss: 0.3523 - accuracy: 0.8590
Epoch 42/100
113/113 [==============================] - 0s 857us/step - loss: 0.3519 - accuracy: 0.8569
Epoch 43/100
113/113 [==============================] - 0s 906us/step - loss: 0.3511 - accuracy: 0.8582
Epoch 44/100
113/113 [==============================] - 0s 947us/step - loss: 0.3507 - accuracy: 0.8582
Epoch 45/100
113/113 [==============================] - 0s 840us/step - loss: 0.3502 - accuracy: 0.8568
Epoch 46/100
113/113 [==============================] - 0s 868us/step - loss: 0.3499 - accuracy: 0.8586
Epoch 47/100
113/113 [==============================] - 0s 854us/step - loss: 0.3493 - accuracy: 0.8572
Epoch 48/100
113/113 [==============================] - 0s 877us/step - loss: 0.3488 - accuracy: 0.8582
Epoch 49/100
113/113 [==============================] - 0s 860us/step - loss: 0.3482 - accuracy: 0.8590
Epoch 50/100
113/113 [==============================] - 0s 880us/step - loss: 0.3477 - accuracy: 0.8592
Epoch 51/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3475 - accuracy: 0.8586
Epoch 52/100
113/113 [==============================] - 0s 946us/step - loss: 0.3472 - accuracy: 0.8606
Epoch 53/100
113/113 [==============================] - 0s 877us/step - loss: 0.3469 - accuracy: 0.8592
Epoch 54/100
113/113 [==============================] - 0s 849us/step - loss: 0.3465 - accuracy: 0.8590
Epoch 55/100
113/113 [==============================] - 0s 851us/step - loss: 0.3463 - accuracy: 0.8599
Epoch 56/100
113/113 [==============================] - 0s 880us/step - loss: 0.3457 - accuracy: 0.8597
Epoch 57/100
113/113 [==============================] - 0s 855us/step - loss: 0.3460 - accuracy: 0.8594
Epoch 58/100
113/113 [==============================] - 0s 888us/step - loss: 0.3453 - accuracy: 0.8601
Epoch 59/100
113/113 [==============================] - 0s 886us/step - loss: 0.3453 - accuracy: 0.8596
Epoch 60/100
113/113 [==============================] - 0s 915us/step - loss: 0.3451 - accuracy: 0.8603
Epoch 61/100
113/113 [==============================] - 0s 905us/step - loss: 0.3444 - accuracy: 0.8606
Epoch 62/100
113/113 [==============================] - 0s 862us/step - loss: 0.3449 - accuracy: 0.8612
Epoch 63/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3444 - accuracy: 0.8603
Epoch 64/100
113/113 [==============================] - 0s 872us/step - loss: 0.3444 - accuracy: 0.8597
Epoch 65/100
113/113 [==============================] - 0s 876us/step - loss: 0.3443 - accuracy: 0.8594
Epoch 66/100
113/113 [==============================] - 0s 847us/step - loss: 0.3443 - accuracy: 0.8610
Epoch 67/100
113/113 [==============================] - 0s 856us/step - loss: 0.3441 - accuracy: 0.8606
Epoch 68/100
113/113 [==============================] - 0s 878us/step - loss: 0.3441 - accuracy: 0.8601
Epoch 69/100
113/113 [==============================] - 0s 857us/step - loss: 0.3439 - accuracy: 0.8603
Epoch 70/100
113/113 [==============================] - 0s 901us/step - loss: 0.3438 - accuracy: 0.8589
Epoch 71/100
113/113 [==============================] - 0s 858us/step - loss: 0.3434 - accuracy: 0.8599
Epoch 72/100
113/113 [==============================] - 0s 839us/step - loss: 0.3435 - accuracy: 0.8603
Epoch 73/100
113/113 [==============================] - 0s 902us/step - loss: 0.3430 - accuracy: 0.8599
Epoch 74/100
113/113 [==============================] - 0s 834us/step - loss: 0.3434 - accuracy: 0.8590
Epoch 75/100
113/113 [==============================] - 0s 945us/step - loss: 0.3432 - accuracy: 0.8596
Epoch 76/100
113/113 [==============================] - 0s 840us/step - loss: 0.3430 - accuracy: 0.8607
Epoch 77/100
113/113 [==============================] - 0s 834us/step - loss: 0.3431 - accuracy: 0.8597
Epoch 78/100
113/113 [==============================] - 0s 910us/step - loss: 0.3432 - accuracy: 0.8593
Epoch 79/100
113/113 [==============================] - 0s 842us/step - loss: 0.3431 - accuracy: 0.8601
Epoch 80/100
113/113 [==============================] - 0s 874us/step - loss: 0.3427 - accuracy: 0.8592
Epoch 81/100
113/113 [==============================] - 0s 861us/step - loss: 0.3426 - accuracy: 0.8611
Epoch 82/100
113/113 [==============================] - 0s 870us/step - loss: 0.3430 - accuracy: 0.8603
Epoch 83/100
113/113 [==============================] - 0s 970us/step - loss: 0.3428 - accuracy: 0.8606
Epoch 84/100
113/113 [==============================] - 0s 843us/step - loss: 0.3427 - accuracy: 0.8600
Epoch 85/100
113/113 [==============================] - 0s 881us/step - loss: 0.3428 - accuracy: 0.8603
Epoch 86/100
113/113 [==============================] - 0s 850us/step - loss: 0.3428 - accuracy: 0.8594
Epoch 87/100
113/113 [==============================] - 0s 855us/step - loss: 0.3424 - accuracy: 0.8622
Epoch 88/100
113/113 [==============================] - 0s 887us/step - loss: 0.3426 - accuracy: 0.8610
Epoch 89/100
113/113 [==============================] - 0s 861us/step - loss: 0.3426 - accuracy: 0.8603
Epoch 90/100
113/113 [==============================] - 0s 872us/step - loss: 0.3426 - accuracy: 0.8601
Epoch 91/100
113/113 [==============================] - 0s 959us/step - loss: 0.3425 - accuracy: 0.8608
Epoch 92/100
113/113 [==============================] - 0s 847us/step - loss: 0.3420 - accuracy: 0.8590
Epoch 93/100
113/113 [==============================] - 0s 880us/step - loss: 0.3420 - accuracy: 0.8603
Epoch 94/100
113/113 [==============================] - 0s 858us/step - loss: 0.3422 - accuracy: 0.8612
Epoch 95/100
113/113 [==============================] - 0s 880us/step - loss: 0.3423 - accuracy: 0.8625
Epoch 96/100
113/113 [==============================] - 0s 859us/step - loss: 0.3421 - accuracy: 0.8615
Epoch 97/100
113/113 [==============================] - 0s 864us/step - loss: 0.3420 - accuracy: 0.8610
Epoch 98/100
113/113 [==============================] - 0s 890us/step - loss: 0.3421 - accuracy: 0.8612
Epoch 99/100
113/113 [==============================] - 0s 858us/step - loss: 0.3418 - accuracy: 0.8603
Epoch 100/100
113/113 [==============================] - 0s 871us/step - loss: 0.3418 - accuracy: 0.8615
Epoch 1/100
113/113 [==============================] - 0s 913us/step - loss: 0.6509 - accuracy: 0.7960
Epoch 2/100
113/113 [==============================] - 0s 946us/step - loss: 0.5297 - accuracy: 0.7960
Epoch 3/100
113/113 [==============================] - 0s 935us/step - loss: 0.4595 - accuracy: 0.7960
Epoch 4/100
113/113 [==============================] - 0s 925us/step - loss: 0.4459 - accuracy: 0.7960
Epoch 5/100
113/113 [==============================] - 0s 958us/step - loss: 0.4388 - accuracy: 0.7960
Epoch 6/100
113/113 [==============================] - 0s 918us/step - loss: 0.4351 - accuracy: 0.7960
Epoch 7/100
113/113 [==============================] - 0s 2ms/step - loss: 0.4330 - accuracy: 0.7960
Epoch 8/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4315 - accuracy: 0.7960
Epoch 9/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4303 - accuracy: 0.7960
Epoch 10/100
113/113 [==============================] - 0s 972us/step - loss: 0.4291 - accuracy: 0.7960
Epoch 11/100
113/113 [==============================] - 0s 886us/step - loss: 0.4273 - accuracy: 0.7960
Epoch 12/100
113/113 [==============================] - 0s 868us/step - loss: 0.4253 - accuracy: 0.7960
Epoch 13/100
113/113 [==============================] - 0s 881us/step - loss: 0.4233 - accuracy: 0.7960
Epoch 14/100
113/113 [==============================] - 0s 957us/step - loss: 0.4215 - accuracy: 0.8089
Epoch 15/100
113/113 [==============================] - 0s 835us/step - loss: 0.4200 - accuracy: 0.8197
Epoch 16/100
113/113 [==============================] - 0s 956us/step - loss: 0.4188 - accuracy: 0.8224
Epoch 17/100
113/113 [==============================] - 0s 852us/step - loss: 0.4177 - accuracy: 0.8244
Epoch 18/100
113/113 [==============================] - 0s 881us/step - loss: 0.4165 - accuracy: 0.8260
Epoch 19/100
113/113 [==============================] - 0s 867us/step - loss: 0.4153 - accuracy: 0.8279
Epoch 20/100
113/113 [==============================] - 0s 849us/step - loss: 0.4145 - accuracy: 0.8290
Epoch 21/100
113/113 [==============================] - 0s 992us/step - loss: 0.4135 - accuracy: 0.8317
Epoch 22/100
113/113 [==============================] - 0s 984us/step - loss: 0.4126 - accuracy: 0.8319
Epoch 23/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4118 - accuracy: 0.8336
Epoch 24/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4110 - accuracy: 0.8335
Epoch 25/100
113/113 [==============================] - 0s 872us/step - loss: 0.4103 - accuracy: 0.8342
Epoch 26/100
113/113 [==============================] - 0s 839us/step - loss: 0.4096 - accuracy: 0.8358
Epoch 27/100
113/113 [==============================] - 0s 873us/step - loss: 0.4091 - accuracy: 0.8361
Epoch 28/100
113/113 [==============================] - 0s 857us/step - loss: 0.4086 - accuracy: 0.8346
Epoch 29/100
113/113 [==============================] - 0s 859us/step - loss: 0.4079 - accuracy: 0.8351
Epoch 30/100
113/113 [==============================] - 0s 890us/step - loss: 0.4075 - accuracy: 0.8354
Epoch 31/100
113/113 [==============================] - 0s 840us/step - loss: 0.4069 - accuracy: 0.8349
Epoch 32/100
113/113 [==============================] - 0s 878us/step - loss: 0.4067 - accuracy: 0.8360
Epoch 33/100
113/113 [==============================] - 0s 860us/step - loss: 0.4061 - accuracy: 0.8358
Epoch 34/100
113/113 [==============================] - 0s 917us/step - loss: 0.4058 - accuracy: 0.8357
Epoch 35/100
113/113 [==============================] - 0s 935us/step - loss: 0.4054 - accuracy: 0.8353
Epoch 36/100
113/113 [==============================] - 0s 837us/step - loss: 0.4050 - accuracy: 0.8358
Epoch 37/100
113/113 [==============================] - 0s 878us/step - loss: 0.4045 - accuracy: 0.8365
Epoch 38/100
113/113 [==============================] - 0s 859us/step - loss: 0.4043 - accuracy: 0.8356
Epoch 39/100
113/113 [==============================] - 0s 932us/step - loss: 0.4040 - accuracy: 0.8363
Epoch 40/100
113/113 [==============================] - 0s 879us/step - loss: 0.4037 - accuracy: 0.8365
Epoch 41/100
113/113 [==============================] - 0s 841us/step - loss: 0.4035 - accuracy: 0.8361
Epoch 42/100
113/113 [==============================] - 0s 907us/step - loss: 0.4033 - accuracy: 0.8365
Epoch 43/100
113/113 [==============================] - 0s 873us/step - loss: 0.4031 - accuracy: 0.8365
Epoch 44/100
113/113 [==============================] - 0s 933us/step - loss: 0.4027 - accuracy: 0.8361
Epoch 45/100
113/113 [==============================] - 0s 857us/step - loss: 0.4026 - accuracy: 0.8363
Epoch 46/100
113/113 [==============================] - 0s 859us/step - loss: 0.4023 - accuracy: 0.8368
Epoch 47/100
113/113 [==============================] - 0s 881us/step - loss: 0.4020 - accuracy: 0.8368
Epoch 48/100
113/113 [==============================] - 0s 844us/step - loss: 0.4020 - accuracy: 0.8368
Epoch 49/100
113/113 [==============================] - 0s 887us/step - loss: 0.4016 - accuracy: 0.8371
Epoch 50/100
113/113 [==============================] - 0s 900us/step - loss: 0.4015 - accuracy: 0.8365
Epoch 51/100
113/113 [==============================] - 0s 848us/step - loss: 0.4010 - accuracy: 0.8368
Epoch 52/100
113/113 [==============================] - 0s 883us/step - loss: 0.4011 - accuracy: 0.8375
Epoch 53/100
113/113 [==============================] - 0s 849us/step - loss: 0.4010 - accuracy: 0.8371
Epoch 54/100
113/113 [==============================] - 0s 952us/step - loss: 0.4007 - accuracy: 0.8371
Epoch 55/100
113/113 [==============================] - 0s 880us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 56/100
113/113 [==============================] - 0s 852us/step - loss: 0.4005 - accuracy: 0.8367
Epoch 57/100
113/113 [==============================] - 0s 859us/step - loss: 0.4004 - accuracy: 0.8379
Epoch 58/100
113/113 [==============================] - 0s 862us/step - loss: 0.4001 - accuracy: 0.8369
Epoch 59/100
113/113 [==============================] - 0s 914us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 60/100
113/113 [==============================] - 0s 926us/step - loss: 0.4000 - accuracy: 0.8368
Epoch 61/100
113/113 [==============================] - 0s 915us/step - loss: 0.3997 - accuracy: 0.8375
Epoch 62/100
113/113 [==============================] - 0s 858us/step - loss: 0.3995 - accuracy: 0.8375
Epoch 63/100
113/113 [==============================] - 0s 886us/step - loss: 0.3998 - accuracy: 0.8374
Epoch 64/100
113/113 [==============================] - 0s 907us/step - loss: 0.3996 - accuracy: 0.8372
Epoch 65/100
113/113 [==============================] - 0s 901us/step - loss: 0.3996 - accuracy: 0.8368
Epoch 66/100
113/113 [==============================] - 0s 878us/step - loss: 0.3994 - accuracy: 0.8358
Epoch 67/100
113/113 [==============================] - 0s 846us/step - loss: 0.3992 - accuracy: 0.8364
Epoch 68/100
113/113 [==============================] - 0s 857us/step - loss: 0.3991 - accuracy: 0.8360
Epoch 69/100
113/113 [==============================] - ETA: 0s - loss: 0.3990 - accuracy: 0.83 - 0s 900us/step - loss: 0.3990 - accuracy: 0.8374
Epoch 70/100
113/113 [==============================] - 0s 861us/step - loss: 0.3991 - accuracy: 0.8372
Epoch 71/100
113/113 [==============================] - 0s 874us/step - loss: 0.3988 - accuracy: 0.8368
Epoch 72/100
113/113 [==============================] - 0s 909us/step - loss: 0.3988 - accuracy: 0.8363
Epoch 73/100
113/113 [==============================] - 0s 851us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 74/100
113/113 [==============================] - 0s 922us/step - loss: 0.3986 - accuracy: 0.8367
Epoch 75/100
113/113 [==============================] - 0s 849us/step - loss: 0.3986 - accuracy: 0.8364
Epoch 76/100
113/113 [==============================] - 0s 879us/step - loss: 0.3983 - accuracy: 0.8369
Epoch 77/100
113/113 [==============================] - 0s 866us/step - loss: 0.3981 - accuracy: 0.8372
Epoch 78/100
113/113 [==============================] - 0s 850us/step - loss: 0.3983 - accuracy: 0.8372
Epoch 79/100
113/113 [==============================] - 0s 872us/step - loss: 0.3980 - accuracy: 0.8381
Epoch 80/100
113/113 [==============================] - 0s 852us/step - loss: 0.3979 - accuracy: 0.8369
Epoch 81/100
113/113 [==============================] - 0s 882us/step - loss: 0.3979 - accuracy: 0.8379
Epoch 82/100
113/113 [==============================] - 0s 864us/step - loss: 0.3978 - accuracy: 0.8375
Epoch 83/100
113/113 [==============================] - 0s 928us/step - loss: 0.3978 - accuracy: 0.8368
Epoch 84/100
113/113 [==============================] - 0s 868us/step - loss: 0.3978 - accuracy: 0.8367
Epoch 85/100
113/113 [==============================] - 0s 848us/step - loss: 0.3978 - accuracy: 0.8365
Epoch 86/100
113/113 [==============================] - 0s 899us/step - loss: 0.3975 - accuracy: 0.8372
Epoch 87/100
113/113 [==============================] - 0s 845us/step - loss: 0.3974 - accuracy: 0.8368
Epoch 88/100
113/113 [==============================] - 0s 877us/step - loss: 0.3975 - accuracy: 0.8365
Epoch 89/100
113/113 [==============================] - 0s 877us/step - loss: 0.3973 - accuracy: 0.8364
Epoch 90/100
113/113 [==============================] - 0s 857us/step - loss: 0.3971 - accuracy: 0.8358
Epoch 91/100
113/113 [==============================] - 0s 885us/step - loss: 0.3973 - accuracy: 0.8371
Epoch 92/100
113/113 [==============================] - 0s 878us/step - loss: 0.3969 - accuracy: 0.8368
Epoch 93/100
113/113 [==============================] - 0s 873us/step - loss: 0.3970 - accuracy: 0.8369
Epoch 94/100
113/113 [==============================] - 0s 884us/step - loss: 0.3971 - accuracy: 0.8376
Epoch 95/100
113/113 [==============================] - 0s 860us/step - loss: 0.3970 - accuracy: 0.8372
Epoch 96/100
113/113 [==============================] - 0s 879us/step - loss: 0.3968 - accuracy: 0.8371
Epoch 97/100
113/113 [==============================] - 0s 854us/step - loss: 0.3968 - accuracy: 0.8385
Epoch 98/100
113/113 [==============================] - 0s 889us/step - loss: 0.3966 - accuracy: 0.8378
Epoch 99/100
113/113 [==============================] - 0s 905us/step - loss: 0.3965 - accuracy: 0.8372
Epoch 100/100
113/113 [==============================] - 0s 851us/step - loss: 0.3966 - accuracy: 0.8375
Epoch 1/100
113/113 [==============================] - 0s 987us/step - loss: 0.6702 - accuracy: 0.7919
Epoch 2/100
113/113 [==============================] - 0s 901us/step - loss: 0.6174 - accuracy: 0.7953
Epoch 3/100
113/113 [==============================] - 0s 943us/step - loss: 0.5538 - accuracy: 0.7953
Epoch 4/100
113/113 [==============================] - 0s 942us/step - loss: 0.4959 - accuracy: 0.7953
Epoch 5/100
113/113 [==============================] - 0s 958us/step - loss: 0.4604 - accuracy: 0.7953
Epoch 6/100
113/113 [==============================] - 0s 887us/step - loss: 0.4466 - accuracy: 0.7953
Epoch 7/100
113/113 [==============================] - 0s 963us/step - loss: 0.4399 - accuracy: 0.7953
Epoch 8/100
113/113 [==============================] - 0s 953us/step - loss: 0.4359 - accuracy: 0.7953
Epoch 9/100
113/113 [==============================] - 0s 890us/step - loss: 0.4324 - accuracy: 0.7953
Epoch 10/100
113/113 [==============================] - 0s 951us/step - loss: 0.4296 - accuracy: 0.7953
Epoch 11/100
113/113 [==============================] - 0s 919us/step - loss: 0.4269 - accuracy: 0.7953
Epoch 12/100
113/113 [==============================] - 0s 944us/step - loss: 0.4243 - accuracy: 0.7962
Epoch 13/100
113/113 [==============================] - 0s 922us/step - loss: 0.4219 - accuracy: 0.8149
Epoch 14/100
113/113 [==============================] - 0s 940us/step - loss: 0.4195 - accuracy: 0.8201
Epoch 15/100
113/113 [==============================] - 0s 906us/step - loss: 0.4168 - accuracy: 0.8219
Epoch 16/100
113/113 [==============================] - 0s 955us/step - loss: 0.4149 - accuracy: 0.8211
Epoch 17/100
113/113 [==============================] - 0s 945us/step - loss: 0.4128 - accuracy: 0.8194
Epoch 18/100
113/113 [==============================] - 0s 926us/step - loss: 0.4107 - accuracy: 0.8200
Epoch 19/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4086 - accuracy: 0.8221
Epoch 20/100
113/113 [==============================] - 0s 860us/step - loss: 0.4063 - accuracy: 0.8210
Epoch 21/100
113/113 [==============================] - 0s 871us/step - loss: 0.4044 - accuracy: 0.8233
Epoch 22/100
113/113 [==============================] - 0s 859us/step - loss: 0.4025 - accuracy: 0.8238
Epoch 23/100
113/113 [==============================] - 0s 856us/step - loss: 0.4007 - accuracy: 0.8250
Epoch 24/100
113/113 [==============================] - 0s 895us/step - loss: 0.3991 - accuracy: 0.8256
Epoch 25/100
113/113 [==============================] - 0s 881us/step - loss: 0.3978 - accuracy: 0.8263
Epoch 26/100
113/113 [==============================] - 0s 883us/step - loss: 0.3967 - accuracy: 0.8243
Epoch 27/100
113/113 [==============================] - 0s 854us/step - loss: 0.3955 - accuracy: 0.8258
Epoch 28/100
113/113 [==============================] - 0s 847us/step - loss: 0.3945 - accuracy: 0.8257
Epoch 29/100
113/113 [==============================] - 0s 899us/step - loss: 0.3935 - accuracy: 0.8265
Epoch 30/100
113/113 [==============================] - 0s 840us/step - loss: 0.3925 - accuracy: 0.8261
Epoch 31/100
113/113 [==============================] - 0s 883us/step - loss: 0.3917 - accuracy: 0.8263
Epoch 32/100
113/113 [==============================] - 0s 866us/step - loss: 0.3912 - accuracy: 0.8253
Epoch 33/100
113/113 [==============================] - 0s 856us/step - loss: 0.3904 - accuracy: 0.8268
Epoch 34/100
113/113 [==============================] - 0s 900us/step - loss: 0.3894 - accuracy: 0.8275
Epoch 35/100
113/113 [==============================] - 0s 864us/step - loss: 0.3886 - accuracy: 0.8290
Epoch 36/100
113/113 [==============================] - 0s 869us/step - loss: 0.3874 - accuracy: 0.8278
Epoch 37/100
113/113 [==============================] - 0s 856us/step - loss: 0.3866 - accuracy: 0.8271
Epoch 38/100
113/113 [==============================] - 0s 864us/step - loss: 0.3856 - accuracy: 0.8275
Epoch 39/100
113/113 [==============================] - 0s 905us/step - loss: 0.3844 - accuracy: 0.8285
Epoch 40/100
113/113 [==============================] - 0s 844us/step - loss: 0.3836 - accuracy: 0.8285
Epoch 41/100
113/113 [==============================] - 0s 870us/step - loss: 0.3825 - accuracy: 0.8274
Epoch 42/100
113/113 [==============================] - 0s 870us/step - loss: 0.3816 - accuracy: 0.8283
Epoch 43/100
113/113 [==============================] - 0s 868us/step - loss: 0.3805 - accuracy: 0.8294
Epoch 44/100
113/113 [==============================] - 0s 899us/step - loss: 0.3794 - accuracy: 0.8288
Epoch 45/100
113/113 [==============================] - 0s 873us/step - loss: 0.3786 - accuracy: 0.8293
Epoch 46/100
113/113 [==============================] - 0s 999us/step - loss: 0.3775 - accuracy: 0.8311
Epoch 47/100
113/113 [==============================] - 0s 846us/step - loss: 0.3763 - accuracy: 0.8296
Epoch 48/100
113/113 [==============================] - 0s 844us/step - loss: 0.3752 - accuracy: 0.8292
Epoch 49/100
113/113 [==============================] - 0s 862us/step - loss: 0.3741 - accuracy: 0.8311
Epoch 50/100
113/113 [==============================] - 0s 864us/step - loss: 0.3731 - accuracy: 0.8308
Epoch 51/100
113/113 [==============================] - 0s 892us/step - loss: 0.3719 - accuracy: 0.8336
Epoch 52/100
113/113 [==============================] - 0s 849us/step - loss: 0.3699 - accuracy: 0.8461
Epoch 53/100
113/113 [==============================] - 0s 866us/step - loss: 0.3689 - accuracy: 0.8500
Epoch 54/100
113/113 [==============================] - 0s 868us/step - loss: 0.3674 - accuracy: 0.8492
Epoch 55/100
113/113 [==============================] - 0s 889us/step - loss: 0.3660 - accuracy: 0.8492
Epoch 56/100
113/113 [==============================] - 0s 889us/step - loss: 0.3641 - accuracy: 0.8511
Epoch 57/100
113/113 [==============================] - 0s 941us/step - loss: 0.3629 - accuracy: 0.8528
Epoch 58/100
113/113 [==============================] - 0s 885us/step - loss: 0.3616 - accuracy: 0.8517
Epoch 59/100
113/113 [==============================] - 0s 841us/step - loss: 0.3601 - accuracy: 0.8542
Epoch 60/100
113/113 [==============================] - 0s 863us/step - loss: 0.3588 - accuracy: 0.8531
Epoch 61/100
113/113 [==============================] - 0s 874us/step - loss: 0.3576 - accuracy: 0.8550
Epoch 62/100
113/113 [==============================] - 0s 882us/step - loss: 0.3567 - accuracy: 0.8556
Epoch 63/100
113/113 [==============================] - 0s 894us/step - loss: 0.3554 - accuracy: 0.8574
Epoch 64/100
113/113 [==============================] - 0s 869us/step - loss: 0.3547 - accuracy: 0.8572
Epoch 65/100
113/113 [==============================] - 0s 885us/step - loss: 0.3539 - accuracy: 0.8578
Epoch 66/100
113/113 [==============================] - 0s 863us/step - loss: 0.3529 - accuracy: 0.8567
Epoch 67/100
113/113 [==============================] - 0s 864us/step - loss: 0.3523 - accuracy: 0.8572
Epoch 68/100
113/113 [==============================] - 0s 883us/step - loss: 0.3513 - accuracy: 0.8599
Epoch 69/100
113/113 [==============================] - 0s 849us/step - loss: 0.3507 - accuracy: 0.8585
Epoch 70/100
113/113 [==============================] - 0s 851us/step - loss: 0.3503 - accuracy: 0.8589
Epoch 71/100
113/113 [==============================] - 0s 865us/step - loss: 0.3495 - accuracy: 0.8606
Epoch 72/100
113/113 [==============================] - 0s 872us/step - loss: 0.3489 - accuracy: 0.8604
Epoch 73/100
113/113 [==============================] - 0s 885us/step - loss: 0.3484 - accuracy: 0.8625
Epoch 74/100
113/113 [==============================] - 0s 851us/step - loss: 0.3482 - accuracy: 0.8596
Epoch 75/100
113/113 [==============================] - 0s 883us/step - loss: 0.3475 - accuracy: 0.8618
Epoch 76/100
113/113 [==============================] - 0s 857us/step - loss: 0.3469 - accuracy: 0.8597
Epoch 77/100
113/113 [==============================] - 0s 836us/step - loss: 0.3467 - accuracy: 0.8597
Epoch 78/100
113/113 [==============================] - 0s 888us/step - loss: 0.3462 - accuracy: 0.8593
Epoch 79/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3460 - accuracy: 0.8592
Epoch 80/100
113/113 [==============================] - 0s 854us/step - loss: 0.3453 - accuracy: 0.8603
Epoch 81/100
113/113 [==============================] - 0s 846us/step - loss: 0.3453 - accuracy: 0.8601
Epoch 82/100
113/113 [==============================] - 0s 876us/step - loss: 0.3451 - accuracy: 0.8617
Epoch 83/100
113/113 [==============================] - 0s 858us/step - loss: 0.3445 - accuracy: 0.8604
Epoch 84/100
113/113 [==============================] - 0s 922us/step - loss: 0.3447 - accuracy: 0.8599
Epoch 85/100
113/113 [==============================] - 0s 871us/step - loss: 0.3443 - accuracy: 0.8600
Epoch 86/100
113/113 [==============================] - 0s 867us/step - loss: 0.3440 - accuracy: 0.8606
Epoch 87/100
113/113 [==============================] - 0s 937us/step - loss: 0.3437 - accuracy: 0.8608
Epoch 88/100
113/113 [==============================] - 0s 843us/step - loss: 0.3435 - accuracy: 0.8597
Epoch 89/100
113/113 [==============================] - 0s 884us/step - loss: 0.3432 - accuracy: 0.8621
Epoch 90/100
113/113 [==============================] - 0s 879us/step - loss: 0.3434 - accuracy: 0.8603
Epoch 91/100
113/113 [==============================] - 0s 920us/step - loss: 0.3430 - accuracy: 0.8618
Epoch 92/100
113/113 [==============================] - 0s 913us/step - loss: 0.3430 - accuracy: 0.8593
Epoch 93/100
113/113 [==============================] - 0s 860us/step - loss: 0.3427 - accuracy: 0.8608
Epoch 94/100
113/113 [==============================] - 0s 877us/step - loss: 0.3428 - accuracy: 0.8617
Epoch 95/100
113/113 [==============================] - 0s 868us/step - loss: 0.3424 - accuracy: 0.8618
Epoch 96/100
113/113 [==============================] - 0s 925us/step - loss: 0.3423 - accuracy: 0.8608
Epoch 97/100
113/113 [==============================] - 0s 872us/step - loss: 0.3423 - accuracy: 0.8617
Epoch 98/100
113/113 [==============================] - 0s 848us/step - loss: 0.3421 - accuracy: 0.8599
Epoch 99/100
113/113 [==============================] - 0s 898us/step - loss: 0.3421 - accuracy: 0.8608
Epoch 100/100
113/113 [==============================] - 0s 845us/step - loss: 0.3419 - accuracy: 0.8612
Epoch 1/100
113/113 [==============================] - 0s 1ms/step - loss: 0.6644 - accuracy: 0.7921
Epoch 2/100
113/113 [==============================] - 0s 933us/step - loss: 0.5849 - accuracy: 0.7974
Epoch 3/100
113/113 [==============================] - 0s 912us/step - loss: 0.4944 - accuracy: 0.7974
Epoch 4/100
113/113 [==============================] - 0s 952us/step - loss: 0.4515 - accuracy: 0.7974
Epoch 5/100
113/113 [==============================] - 0s 901us/step - loss: 0.4414 - accuracy: 0.7974
Epoch 6/100
113/113 [==============================] - 0s 962us/step - loss: 0.4367 - accuracy: 0.7974
Epoch 7/100
113/113 [==============================] - 0s 986us/step - loss: 0.4337 - accuracy: 0.7974
Epoch 8/100
113/113 [==============================] - 0s 992us/step - loss: 0.4318 - accuracy: 0.7974
Epoch 9/100
113/113 [==============================] - 0s 920us/step - loss: 0.4305 - accuracy: 0.7974
Epoch 10/100
113/113 [==============================] - 0s 961us/step - loss: 0.4296 - accuracy: 0.7974
Epoch 11/100
113/113 [==============================] - 0s 940us/step - loss: 0.4288 - accuracy: 0.7974
Epoch 12/100
113/113 [==============================] - 0s 900us/step - loss: 0.4281 - accuracy: 0.7974
Epoch 13/100
113/113 [==============================] - 0s 953us/step - loss: 0.4276 - accuracy: 0.7974
Epoch 14/100
113/113 [==============================] - 0s 934us/step - loss: 0.4270 - accuracy: 0.7974
Epoch 15/100
113/113 [==============================] - 0s 983us/step - loss: 0.4262 - accuracy: 0.7974
Epoch 16/100
113/113 [==============================] - 0s 923us/step - loss: 0.4255 - accuracy: 0.7974
Epoch 17/100
113/113 [==============================] - 0s 957us/step - loss: 0.4246 - accuracy: 0.7974
Epoch 18/100
113/113 [==============================] - 0s 952us/step - loss: 0.4237 - accuracy: 0.7974
Epoch 19/100
113/113 [==============================] - 0s 914us/step - loss: 0.4228 - accuracy: 0.7974
Epoch 20/100
113/113 [==============================] - 0s 962us/step - loss: 0.4217 - accuracy: 0.7976
Epoch 21/100
113/113 [==============================] - 0s 920us/step - loss: 0.4208 - accuracy: 0.8112
Epoch 22/100
113/113 [==============================] - 0s 952us/step - loss: 0.4197 - accuracy: 0.8210
Epoch 23/100
113/113 [==============================] - 0s 967us/step - loss: 0.4187 - accuracy: 0.8225
Epoch 24/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4177 - accuracy: 0.8239
Epoch 25/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4168 - accuracy: 0.8242
Epoch 26/100
113/113 [==============================] - 0s 957us/step - loss: 0.4160 - accuracy: 0.8253
Epoch 27/100
113/113 [==============================] - 0s 945us/step - loss: 0.4153 - accuracy: 0.8265
Epoch 28/100
113/113 [==============================] - 0s 950us/step - loss: 0.4147 - accuracy: 0.8281
Epoch 29/100
113/113 [==============================] - 0s 947us/step - loss: 0.4141 - accuracy: 0.8283
Epoch 30/100
113/113 [==============================] - 0s 907us/step - loss: 0.4134 - accuracy: 0.8303
Epoch 31/100
113/113 [==============================] - 0s 966us/step - loss: 0.4129 - accuracy: 0.8308
Epoch 32/100
113/113 [==============================] - 0s 973us/step - loss: 0.4123 - accuracy: 0.8318
Epoch 33/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4118 - accuracy: 0.8313
Epoch 34/100
113/113 [==============================] - 0s 941us/step - loss: 0.4112 - accuracy: 0.8328
Epoch 35/100
113/113 [==============================] - 0s 975us/step - loss: 0.4107 - accuracy: 0.8333
Epoch 36/100
113/113 [==============================] - 0s 927us/step - loss: 0.4103 - accuracy: 0.8325
Epoch 37/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4098 - accuracy: 0.8338
Epoch 38/100
113/113 [==============================] - 0s 950us/step - loss: 0.4094 - accuracy: 0.8344
Epoch 39/100
113/113 [==============================] - 0s 949us/step - loss: 0.4088 - accuracy: 0.8349
Epoch 40/100
113/113 [==============================] - 0s 941us/step - loss: 0.4084 - accuracy: 0.8349
Epoch 41/100
113/113 [==============================] - 0s 966us/step - loss: 0.4081 - accuracy: 0.8346
Epoch 42/100
113/113 [==============================] - 0s 971us/step - loss: 0.4076 - accuracy: 0.8343
Epoch 43/100
113/113 [==============================] - 0s 954us/step - loss: 0.4072 - accuracy: 0.8349
Epoch 44/100
113/113 [==============================] - 0s 969us/step - loss: 0.4067 - accuracy: 0.8353
Epoch 45/100
113/113 [==============================] - 0s 932us/step - loss: 0.4065 - accuracy: 0.8351
Epoch 46/100
113/113 [==============================] - 0s 967us/step - loss: 0.4059 - accuracy: 0.8351
Epoch 47/100
113/113 [==============================] - 0s 940us/step - loss: 0.4054 - accuracy: 0.8357
Epoch 48/100
113/113 [==============================] - 0s 920us/step - loss: 0.4053 - accuracy: 0.8360
Epoch 49/100
113/113 [==============================] - 0s 953us/step - loss: 0.4048 - accuracy: 0.8365
Epoch 50/100
113/113 [==============================] - 0s 926us/step - loss: 0.4044 - accuracy: 0.8365
Epoch 51/100
113/113 [==============================] - 0s 985us/step - loss: 0.4040 - accuracy: 0.8363
Epoch 52/100
113/113 [==============================] - 0s 960us/step - loss: 0.4036 - accuracy: 0.8357
Epoch 53/100
113/113 [==============================] - 0s 987us/step - loss: 0.4034 - accuracy: 0.8371
Epoch 54/100
113/113 [==============================] - 0s 930us/step - loss: 0.4029 - accuracy: 0.8376
Epoch 55/100
113/113 [==============================] - 0s 968us/step - loss: 0.4027 - accuracy: 0.8367
Epoch 56/100
113/113 [==============================] - 0s 936us/step - loss: 0.4023 - accuracy: 0.8371
Epoch 57/100
113/113 [==============================] - 0s 920us/step - loss: 0.4021 - accuracy: 0.8368
Epoch 58/100
113/113 [==============================] - 0s 981us/step - loss: 0.4016 - accuracy: 0.8383
Epoch 59/100
113/113 [==============================] - 0s 937us/step - loss: 0.4014 - accuracy: 0.8375
Epoch 60/100
113/113 [==============================] - 0s 976us/step - loss: 0.4011 - accuracy: 0.8369
Epoch 61/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4008 - accuracy: 0.8383
Epoch 62/100
113/113 [==============================] - 0s 969us/step - loss: 0.4006 - accuracy: 0.8375
Epoch 63/100
113/113 [==============================] - 0s 922us/step - loss: 0.4004 - accuracy: 0.8382
Epoch 64/100
113/113 [==============================] - 0s 965us/step - loss: 0.4000 - accuracy: 0.8386
Epoch 65/100
113/113 [==============================] - 0s 927us/step - loss: 0.3999 - accuracy: 0.8376
Epoch 66/100
113/113 [==============================] - 0s 938us/step - loss: 0.3998 - accuracy: 0.8376
Epoch 67/100
113/113 [==============================] - 0s 986us/step - loss: 0.3996 - accuracy: 0.8375
Epoch 68/100
113/113 [==============================] - 0s 942us/step - loss: 0.3994 - accuracy: 0.8379
Epoch 69/100
113/113 [==============================] - 0s 974us/step - loss: 0.3991 - accuracy: 0.8385
Epoch 70/100
113/113 [==============================] - 0s 954us/step - loss: 0.3990 - accuracy: 0.8379
Epoch 71/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3990 - accuracy: 0.8379
Epoch 72/100
113/113 [==============================] - 0s 938us/step - loss: 0.3987 - accuracy: 0.8379
Epoch 73/100
113/113 [==============================] - 0s 986us/step - loss: 0.3987 - accuracy: 0.8386
Epoch 74/100
113/113 [==============================] - 0s 923us/step - loss: 0.3985 - accuracy: 0.8385
Epoch 75/100
113/113 [==============================] - 0s 956us/step - loss: 0.3983 - accuracy: 0.8385
Epoch 76/100
113/113 [==============================] - 0s 982us/step - loss: 0.3983 - accuracy: 0.8393
Epoch 77/100
113/113 [==============================] - 0s 954us/step - loss: 0.3981 - accuracy: 0.8376
Epoch 78/100
113/113 [==============================] - 0s 952us/step - loss: 0.3980 - accuracy: 0.8388
Epoch 79/100
113/113 [==============================] - 0s 971us/step - loss: 0.3978 - accuracy: 0.8392
Epoch 80/100
113/113 [==============================] - 0s 969us/step - loss: 0.3979 - accuracy: 0.8389
Epoch 81/100
113/113 [==============================] - 0s 931us/step - loss: 0.3976 - accuracy: 0.8386
Epoch 82/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3975 - accuracy: 0.8386
Epoch 83/100
113/113 [==============================] - 0s 930us/step - loss: 0.3975 - accuracy: 0.8385
Epoch 84/100
113/113 [==============================] - 0s 950us/step - loss: 0.3973 - accuracy: 0.8382
Epoch 85/100
113/113 [==============================] - 0s 925us/step - loss: 0.3974 - accuracy: 0.8379
Epoch 86/100
113/113 [==============================] - 0s 948us/step - loss: 0.3973 - accuracy: 0.8399
Epoch 87/100
113/113 [==============================] - 0s 968us/step - loss: 0.3972 - accuracy: 0.8385
Epoch 88/100
113/113 [==============================] - 0s 957us/step - loss: 0.3971 - accuracy: 0.8388
Epoch 89/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8381
Epoch 90/100
113/113 [==============================] - 0s 938us/step - loss: 0.3970 - accuracy: 0.8383
Epoch 91/100
113/113 [==============================] - 0s 982us/step - loss: 0.3971 - accuracy: 0.8382
Epoch 92/100
113/113 [==============================] - 0s 935us/step - loss: 0.3968 - accuracy: 0.8381
Epoch 93/100
113/113 [==============================] - 0s 989us/step - loss: 0.3968 - accuracy: 0.8386
Epoch 94/100
113/113 [==============================] - 0s 921us/step - loss: 0.3965 - accuracy: 0.8388
Epoch 95/100
113/113 [==============================] - 0s 932us/step - loss: 0.3968 - accuracy: 0.8386
Epoch 96/100
113/113 [==============================] - 0s 967us/step - loss: 0.3967 - accuracy: 0.8386
Epoch 97/100
113/113 [==============================] - 0s 948us/step - loss: 0.3966 - accuracy: 0.8386
Epoch 98/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8375
Epoch 99/100
113/113 [==============================] - 0s 978us/step - loss: 0.3967 - accuracy: 0.8386
Epoch 100/100
113/113 [==============================] - 0s 973us/step - loss: 0.3966 - accuracy: 0.8393
Epoch 1/100
113/113 [==============================] - 0s 912us/step - loss: 0.6566 - accuracy: 0.7986
Epoch 2/100
113/113 [==============================] - 0s 945us/step - loss: 0.5416 - accuracy: 0.7986
Epoch 3/100
113/113 [==============================] - 0s 929us/step - loss: 0.4573 - accuracy: 0.7986
Epoch 4/100
113/113 [==============================] - 0s 937us/step - loss: 0.4400 - accuracy: 0.7986
Epoch 5/100
113/113 [==============================] - 0s 966us/step - loss: 0.4343 - accuracy: 0.7986
Epoch 6/100
113/113 [==============================] - 0s 912us/step - loss: 0.4307 - accuracy: 0.7986
Epoch 7/100
113/113 [==============================] - 0s 961us/step - loss: 0.4288 - accuracy: 0.7986
Epoch 8/100
113/113 [==============================] - 0s 910us/step - loss: 0.4274 - accuracy: 0.7986
Epoch 9/100
113/113 [==============================] - 0s 956us/step - loss: 0.4265 - accuracy: 0.7986
Epoch 10/100
113/113 [==============================] - 0s 915us/step - loss: 0.4255 - accuracy: 0.7986
Epoch 11/100
113/113 [==============================] - 0s 968us/step - loss: 0.4244 - accuracy: 0.7986
Epoch 12/100
113/113 [==============================] - 0s 950us/step - loss: 0.4235 - accuracy: 0.7986
Epoch 13/100
113/113 [==============================] - 0s 900us/step - loss: 0.4223 - accuracy: 0.7986
Epoch 14/100
113/113 [==============================] - 0s 957us/step - loss: 0.4209 - accuracy: 0.7986
Epoch 15/100
113/113 [==============================] - 0s 900us/step - loss: 0.4194 - accuracy: 0.8031
Epoch 16/100
113/113 [==============================] - 0s 961us/step - loss: 0.4180 - accuracy: 0.8200
Epoch 17/100
113/113 [==============================] - 0s 913us/step - loss: 0.4169 - accuracy: 0.8221
Epoch 18/100
113/113 [==============================] - 0s 942us/step - loss: 0.4158 - accuracy: 0.8229
Epoch 19/100
113/113 [==============================] - 0s 971us/step - loss: 0.4149 - accuracy: 0.8246
Epoch 20/100
113/113 [==============================] - 0s 923us/step - loss: 0.4141 - accuracy: 0.8251
Epoch 21/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4132 - accuracy: 0.8264
Epoch 22/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4125 - accuracy: 0.8268
Epoch 23/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4119 - accuracy: 0.8281
Epoch 24/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4109 - accuracy: 0.8286
Epoch 25/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4105 - accuracy: 0.8294
Epoch 26/100
113/113 [==============================] - 0s 927us/step - loss: 0.4098 - accuracy: 0.82970s - loss: 0.4096 - accuracy: 0.
Epoch 27/100
113/113 [==============================] - 0s 869us/step - loss: 0.4093 - accuracy: 0.8310
Epoch 28/100
113/113 [==============================] - 0s 860us/step - loss: 0.4088 - accuracy: 0.8301
Epoch 29/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4082 - accuracy: 0.8313
Epoch 30/100
113/113 [==============================] - 0s 877us/step - loss: 0.4077 - accuracy: 0.8313
Epoch 31/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4073 - accuracy: 0.8338
Epoch 32/100
113/113 [==============================] - 0s 868us/step - loss: 0.4067 - accuracy: 0.8343
Epoch 33/100
113/113 [==============================] - 0s 904us/step - loss: 0.4062 - accuracy: 0.8350
Epoch 34/100
113/113 [==============================] - 0s 856us/step - loss: 0.4059 - accuracy: 0.8344
Epoch 35/100
113/113 [==============================] - 0s 869us/step - loss: 0.4054 - accuracy: 0.8360
Epoch 36/100
113/113 [==============================] - 0s 902us/step - loss: 0.4049 - accuracy: 0.8356
Epoch 37/100
113/113 [==============================] - 0s 872us/step - loss: 0.4044 - accuracy: 0.8356
Epoch 38/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4042 - accuracy: 0.8356
Epoch 39/100
113/113 [==============================] - 0s 878us/step - loss: 0.4037 - accuracy: 0.8365
Epoch 40/100
113/113 [==============================] - 0s 883us/step - loss: 0.4032 - accuracy: 0.8368
Epoch 41/100
113/113 [==============================] - 0s 922us/step - loss: 0.4031 - accuracy: 0.8364
Epoch 42/100
113/113 [==============================] - 0s 860us/step - loss: 0.4027 - accuracy: 0.8369
Epoch 43/100
113/113 [==============================] - 0s 935us/step - loss: 0.4023 - accuracy: 0.8365
Epoch 44/100
113/113 [==============================] - 0s 865us/step - loss: 0.4019 - accuracy: 0.8375
Epoch 45/100
113/113 [==============================] - 0s 909us/step - loss: 0.4017 - accuracy: 0.8374
Epoch 46/100
113/113 [==============================] - 0s 874us/step - loss: 0.4014 - accuracy: 0.8390
Epoch 47/100
113/113 [==============================] - 0s 888us/step - loss: 0.4010 - accuracy: 0.8372
Epoch 48/100
113/113 [==============================] - 0s 911us/step - loss: 0.4008 - accuracy: 0.8374
Epoch 49/100
113/113 [==============================] - 0s 873us/step - loss: 0.4005 - accuracy: 0.8376
Epoch 50/100
113/113 [==============================] - 0s 901us/step - loss: 0.4003 - accuracy: 0.8378
Epoch 51/100
113/113 [==============================] - 0s 870us/step - loss: 0.4000 - accuracy: 0.8382
Epoch 52/100
113/113 [==============================] - 0s 850us/step - loss: 0.3997 - accuracy: 0.8372
Epoch 53/100
113/113 [==============================] - 0s 925us/step - loss: 0.3995 - accuracy: 0.8375
Epoch 54/100
113/113 [==============================] - 0s 866us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 55/100
113/113 [==============================] - 0s 905us/step - loss: 0.3991 - accuracy: 0.8375
Epoch 56/100
113/113 [==============================] - 0s 872us/step - loss: 0.3990 - accuracy: 0.8365
Epoch 57/100
113/113 [==============================] - 0s 952us/step - loss: 0.3987 - accuracy: 0.8376
Epoch 58/100
113/113 [==============================] - 0s 872us/step - loss: 0.3985 - accuracy: 0.8372
Epoch 59/100
113/113 [==============================] - 0s 883us/step - loss: 0.3983 - accuracy: 0.8371
Epoch 60/100
113/113 [==============================] - 0s 905us/step - loss: 0.3983 - accuracy: 0.8372
Epoch 61/100
113/113 [==============================] - 0s 860us/step - loss: 0.3980 - accuracy: 0.8379
Epoch 62/100
113/113 [==============================] - 0s 905us/step - loss: 0.3978 - accuracy: 0.8385
Epoch 63/100
113/113 [==============================] - 0s 876us/step - loss: 0.3978 - accuracy: 0.8368
Epoch 64/100
113/113 [==============================] - 0s 871us/step - loss: 0.3977 - accuracy: 0.8383
Epoch 65/100
113/113 [==============================] - 0s 897us/step - loss: 0.3974 - accuracy: 0.8378
Epoch 66/100
113/113 [==============================] - 0s 855us/step - loss: 0.3970 - accuracy: 0.8386
Epoch 67/100
113/113 [==============================] - 0s 940us/step - loss: 0.3971 - accuracy: 0.8372
Epoch 68/100
113/113 [==============================] - 0s 868us/step - loss: 0.3968 - accuracy: 0.8378
Epoch 69/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8375
Epoch 70/100
113/113 [==============================] - 0s 877us/step - loss: 0.3967 - accuracy: 0.8374
Epoch 71/100
113/113 [==============================] - 0s 860us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 72/100
113/113 [==============================] - 0s 903us/step - loss: 0.3965 - accuracy: 0.8376
Epoch 73/100
113/113 [==============================] - 0s 915us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 74/100
113/113 [==============================] - 0s 960us/step - loss: 0.3960 - accuracy: 0.8375
Epoch 75/100
113/113 [==============================] - 0s 874us/step - loss: 0.3961 - accuracy: 0.8375
Epoch 76/100
113/113 [==============================] - 0s 894us/step - loss: 0.3961 - accuracy: 0.8379
Epoch 77/100
113/113 [==============================] - 0s 909us/step - loss: 0.3958 - accuracy: 0.8389
Epoch 78/100
113/113 [==============================] - 0s 863us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 79/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3958 - accuracy: 0.8375
Epoch 80/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3956 - accuracy: 0.8379
Epoch 81/100
113/113 [==============================] - 0s 878us/step - loss: 0.3954 - accuracy: 0.8381
Epoch 82/100
113/113 [==============================] - 0s 888us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 83/100
113/113 [==============================] - 0s 868us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 84/100
113/113 [==============================] - 0s 901us/step - loss: 0.3952 - accuracy: 0.8383
Epoch 85/100
113/113 [==============================] - 0s 864us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 86/100
113/113 [==============================] - 0s 872us/step - loss: 0.3950 - accuracy: 0.8371
Epoch 87/100
113/113 [==============================] - 0s 957us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 88/100
113/113 [==============================] - 0s 870us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 89/100
113/113 [==============================] - 0s 990us/step - loss: 0.3949 - accuracy: 0.8376
Epoch 90/100
113/113 [==============================] - 0s 862us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 91/100
113/113 [==============================] - 0s 882us/step - loss: 0.3947 - accuracy: 0.8378
Epoch 92/100
113/113 [==============================] - 0s 894us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 93/100
113/113 [==============================] - 0s 856us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 94/100
113/113 [==============================] - 0s 889us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 95/100
113/113 [==============================] - 0s 918us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 96/100
113/113 [==============================] - 0s 895us/step - loss: 0.3944 - accuracy: 0.8367
Epoch 97/100
113/113 [==============================] - 0s 949us/step - loss: 0.3943 - accuracy: 0.8385
Epoch 98/100
113/113 [==============================] - 0s 875us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 99/100
113/113 [==============================] - 0s 885us/step - loss: 0.3944 - accuracy: 0.8376
Epoch 100/100
113/113 [==============================] - 0s 859us/step - loss: 0.3942 - accuracy: 0.8374
Epoch 1/100
113/113 [==============================] - 0s 975us/step - loss: 0.6706 - accuracy: 0.7928
Epoch 2/100
113/113 [==============================] - 0s 912us/step - loss: 0.6173 - accuracy: 0.7964
Epoch 3/100
113/113 [==============================] - 0s 950us/step - loss: 0.5493 - accuracy: 0.7964
Epoch 4/100
113/113 [==============================] - 0s 892us/step - loss: 0.4883 - accuracy: 0.7964
Epoch 5/100
113/113 [==============================] - 0s 931us/step - loss: 0.4561 - accuracy: 0.7964
Epoch 6/100
113/113 [==============================] - 0s 951us/step - loss: 0.4441 - accuracy: 0.7964
Epoch 7/100
113/113 [==============================] - 0s 923us/step - loss: 0.4367 - accuracy: 0.7964
Epoch 8/100
113/113 [==============================] - 0s 958us/step - loss: 0.4309 - accuracy: 0.7969
Epoch 9/100
113/113 [==============================] - 0s 956us/step - loss: 0.4257 - accuracy: 0.7992
Epoch 10/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4208 - accuracy: 0.8062
Epoch 11/100
113/113 [==============================] - 0s 1ms/step - loss: 0.4158 - accuracy: 0.8097
Epoch 12/100
113/113 [==============================] - 0s 870us/step - loss: 0.4112 - accuracy: 0.8126
Epoch 13/100
113/113 [==============================] - 0s 854us/step - loss: 0.4060 - accuracy: 0.8147
Epoch 14/100
113/113 [==============================] - 0s 860us/step - loss: 0.4011 - accuracy: 0.8161
Epoch 15/100
113/113 [==============================] - 0s 994us/step - loss: 0.3967 - accuracy: 0.8169
Epoch 16/100
113/113 [==============================] - 0s 861us/step - loss: 0.3924 - accuracy: 0.8183
Epoch 17/100
113/113 [==============================] - 0s 900us/step - loss: 0.3887 - accuracy: 0.8193
Epoch 18/100
113/113 [==============================] - 0s 863us/step - loss: 0.3853 - accuracy: 0.8200
Epoch 19/100
113/113 [==============================] - 0s 860us/step - loss: 0.3823 - accuracy: 0.8197
Epoch 20/100
113/113 [==============================] - 0s 899us/step - loss: 0.3797 - accuracy: 0.8200
Epoch 21/100
113/113 [==============================] - 0s 850us/step - loss: 0.3775 - accuracy: 0.8206
Epoch 22/100
113/113 [==============================] - 0s 889us/step - loss: 0.3753 - accuracy: 0.8204
Epoch 23/100
113/113 [==============================] - 0s 861us/step - loss: 0.3735 - accuracy: 0.8201
Epoch 24/100
113/113 [==============================] - 0s 856us/step - loss: 0.3719 - accuracy: 0.8288
Epoch 25/100
113/113 [==============================] - 0s 957us/step - loss: 0.3704 - accuracy: 0.8401
Epoch 26/100
113/113 [==============================] - 0s 847us/step - loss: 0.3689 - accuracy: 0.8429
Epoch 27/100
113/113 [==============================] - 0s 883us/step - loss: 0.3673 - accuracy: 0.8462
Epoch 28/100
113/113 [==============================] - 0s 874us/step - loss: 0.3662 - accuracy: 0.8476
Epoch 29/100
113/113 [==============================] - 0s 860us/step - loss: 0.3647 - accuracy: 0.8507
Epoch 30/100
113/113 [==============================] - 0s 990us/step - loss: 0.3635 - accuracy: 0.8518
Epoch 31/100
113/113 [==============================] - 0s 875us/step - loss: 0.3622 - accuracy: 0.8536
Epoch 32/100
113/113 [==============================] - 0s 884us/step - loss: 0.3610 - accuracy: 0.8549
Epoch 33/100
113/113 [==============================] - 0s 852us/step - loss: 0.3598 - accuracy: 0.8557
Epoch 34/100
113/113 [==============================] - 0s 898us/step - loss: 0.3585 - accuracy: 0.8575
Epoch 35/100
113/113 [==============================] - 0s 876us/step - loss: 0.3575 - accuracy: 0.8585
Epoch 36/100
113/113 [==============================] - 0s 861us/step - loss: 0.3563 - accuracy: 0.8578
Epoch 37/100
113/113 [==============================] - 0s 993us/step - loss: 0.3549 - accuracy: 0.85760s - loss: 0.3541 - accuracy: 0.85
Epoch 38/100
113/113 [==============================] - 0s 862us/step - loss: 0.3541 - accuracy: 0.8585
Epoch 39/100
113/113 [==============================] - 0s 895us/step - loss: 0.3529 - accuracy: 0.8590
Epoch 40/100
113/113 [==============================] - 0s 858us/step - loss: 0.3518 - accuracy: 0.8593
Epoch 41/100
113/113 [==============================] - 0s 862us/step - loss: 0.3511 - accuracy: 0.8599
Epoch 42/100
113/113 [==============================] - 0s 910us/step - loss: 0.3503 - accuracy: 0.8594
Epoch 43/100
113/113 [==============================] - 0s 854us/step - loss: 0.3493 - accuracy: 0.8604
Epoch 44/100
113/113 [==============================] - 0s 910us/step - loss: 0.3485 - accuracy: 0.8603
Epoch 45/100
113/113 [==============================] - 0s 854us/step - loss: 0.3477 - accuracy: 0.8608
Epoch 46/100
113/113 [==============================] - 0s 864us/step - loss: 0.3470 - accuracy: 0.8611
Epoch 47/100
113/113 [==============================] - 0s 912us/step - loss: 0.3463 - accuracy: 0.8611
Epoch 48/100
113/113 [==============================] - 0s 879us/step - loss: 0.3457 - accuracy: 0.8612
Epoch 49/100
113/113 [==============================] - 0s 926us/step - loss: 0.3450 - accuracy: 0.8603
Epoch 50/100
113/113 [==============================] - 0s 849us/step - loss: 0.3446 - accuracy: 0.8615
Epoch 51/100
113/113 [==============================] - 0s 896us/step - loss: 0.3440 - accuracy: 0.8622
Epoch 52/100
113/113 [==============================] - 0s 855us/step - loss: 0.3434 - accuracy: 0.8607
Epoch 53/100
113/113 [==============================] - 0s 862us/step - loss: 0.3432 - accuracy: 0.8617
Epoch 54/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3428 - accuracy: 0.8603
Epoch 55/100
113/113 [==============================] - 0s 848us/step - loss: 0.3422 - accuracy: 0.8617
Epoch 56/100
113/113 [==============================] - 0s 883us/step - loss: 0.3421 - accuracy: 0.8621
Epoch 57/100
113/113 [==============================] - 0s 871us/step - loss: 0.3417 - accuracy: 0.8625
Epoch 58/100
113/113 [==============================] - 0s 854us/step - loss: 0.3413 - accuracy: 0.8624
Epoch 59/100
113/113 [==============================] - 0s 934us/step - loss: 0.3411 - accuracy: 0.8610
Epoch 60/100
113/113 [==============================] - 0s 972us/step - loss: 0.3407 - accuracy: 0.8618
Epoch 61/100
113/113 [==============================] - 0s 888us/step - loss: 0.3405 - accuracy: 0.8624
Epoch 62/100
113/113 [==============================] - 0s 859us/step - loss: 0.3404 - accuracy: 0.8618
Epoch 63/100
113/113 [==============================] - 0s 861us/step - loss: 0.3401 - accuracy: 0.8629
Epoch 64/100
113/113 [==============================] - 0s 923us/step - loss: 0.3399 - accuracy: 0.8615
Epoch 65/100
113/113 [==============================] - 0s 875us/step - loss: 0.3397 - accuracy: 0.8619
Epoch 66/100
113/113 [==============================] - 0s 900us/step - loss: 0.3396 - accuracy: 0.8617
Epoch 67/100
113/113 [==============================] - 0s 854us/step - loss: 0.3393 - accuracy: 0.8629
Epoch 68/100
113/113 [==============================] - 0s 882us/step - loss: 0.3392 - accuracy: 0.8631
Epoch 69/100
113/113 [==============================] - 0s 965us/step - loss: 0.3390 - accuracy: 0.8621
Epoch 70/100
113/113 [==============================] - 0s 862us/step - loss: 0.3388 - accuracy: 0.8640
Epoch 71/100
113/113 [==============================] - 0s 887us/step - loss: 0.3386 - accuracy: 0.8615
Epoch 72/100
113/113 [==============================] - 0s 851us/step - loss: 0.3386 - accuracy: 0.8637
Epoch 73/100
113/113 [==============================] - 0s 897us/step - loss: 0.3385 - accuracy: 0.8629
Epoch 74/100
113/113 [==============================] - 0s 875us/step - loss: 0.3383 - accuracy: 0.8644
Epoch 75/100
113/113 [==============================] - 0s 854us/step - loss: 0.3383 - accuracy: 0.8635
Epoch 76/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3379 - accuracy: 0.8644
Epoch 77/100
113/113 [==============================] - 0s 867us/step - loss: 0.3377 - accuracy: 0.8633
Epoch 78/100
113/113 [==============================] - 0s 904us/step - loss: 0.3376 - accuracy: 0.8646
Epoch 79/100
113/113 [==============================] - 0s 872us/step - loss: 0.3374 - accuracy: 0.8647
Epoch 80/100
113/113 [==============================] - 0s 884us/step - loss: 0.3371 - accuracy: 0.8639
Epoch 81/100
113/113 [==============================] - 0s 857us/step - loss: 0.3371 - accuracy: 0.8637
Epoch 82/100
113/113 [==============================] - 0s 871us/step - loss: 0.3368 - accuracy: 0.8650
Epoch 83/100
113/113 [==============================] - 0s 906us/step - loss: 0.3366 - accuracy: 0.8647
Epoch 84/100
113/113 [==============================] - 0s 874us/step - loss: 0.3365 - accuracy: 0.8649
Epoch 85/100
113/113 [==============================] - 0s 882us/step - loss: 0.3362 - accuracy: 0.8650
Epoch 86/100
113/113 [==============================] - 0s 858us/step - loss: 0.3364 - accuracy: 0.8662
Epoch 87/100
113/113 [==============================] - 0s 962us/step - loss: 0.3361 - accuracy: 0.8636
Epoch 88/100
113/113 [==============================] - 0s 914us/step - loss: 0.3361 - accuracy: 0.8662
Epoch 89/100
113/113 [==============================] - 0s 865us/step - loss: 0.3360 - accuracy: 0.8657
Epoch 90/100
113/113 [==============================] - 0s 905us/step - loss: 0.3358 - accuracy: 0.8656
Epoch 91/100
113/113 [==============================] - 0s 865us/step - loss: 0.3355 - accuracy: 0.8662
Epoch 92/100
113/113 [==============================] - 0s 858us/step - loss: 0.3353 - accuracy: 0.8658
Epoch 93/100
113/113 [==============================] - 0s 882us/step - loss: 0.3354 - accuracy: 0.8671
Epoch 94/100
113/113 [==============================] - 0s 880us/step - loss: 0.3351 - accuracy: 0.8658
Epoch 95/100
113/113 [==============================] - 0s 984us/step - loss: 0.3351 - accuracy: 0.8654
Epoch 96/100
113/113 [==============================] - 0s 855us/step - loss: 0.3348 - accuracy: 0.8668
Epoch 97/100
113/113 [==============================] - 0s 853us/step - loss: 0.3347 - accuracy: 0.8664
Epoch 98/100
113/113 [==============================] - 0s 894us/step - loss: 0.3347 - accuracy: 0.8662
Epoch 99/100
113/113 [==============================] - 0s 859us/step - loss: 0.3345 - accuracy: 0.8660
Epoch 100/100
113/113 [==============================] - 0s 883us/step - loss: 0.3344 - accuracy: 0.8650
Epoch 1/100
113/113 [==============================] - 0s 1ms/step - loss: 0.6622 - accuracy: 0.7937
Epoch 2/100
113/113 [==============================] - 0s 996us/step - loss: 0.5581 - accuracy: 0.7985
Epoch 3/100
113/113 [==============================] - 0s 978us/step - loss: 0.4639 - accuracy: 0.7985
Epoch 4/100
113/113 [==============================] - 0s 976us/step - loss: 0.4417 - accuracy: 0.7985
Epoch 5/100
113/113 [==============================] - 0s 949us/step - loss: 0.4354 - accuracy: 0.7985
Epoch 6/100
113/113 [==============================] - 0s 981us/step - loss: 0.4317 - accuracy: 0.7985
Epoch 7/100
113/113 [==============================] - 0s 967us/step - loss: 0.4295 - accuracy: 0.7985
Epoch 8/100
113/113 [==============================] - 0s 945us/step - loss: 0.4279 - accuracy: 0.7985
Epoch 9/100
113/113 [==============================] - 0s 966us/step - loss: 0.4267 - accuracy: 0.7985
Epoch 10/100
113/113 [==============================] - 0s 848us/step - loss: 0.4254 - accuracy: 0.7985
Epoch 11/100
113/113 [==============================] - 0s 888us/step - loss: 0.4241 - accuracy: 0.7985
Epoch 12/100
113/113 [==============================] - 0s 935us/step - loss: 0.4227 - accuracy: 0.7985
Epoch 13/100
113/113 [==============================] - 0s 879us/step - loss: 0.4213 - accuracy: 0.7985
Epoch 14/100
113/113 [==============================] - 0s 859us/step - loss: 0.4198 - accuracy: 0.7985
Epoch 15/100
113/113 [==============================] - 0s 851us/step - loss: 0.4185 - accuracy: 0.8132
Epoch 16/100
113/113 [==============================] - 0s 907us/step - loss: 0.4174 - accuracy: 0.8204
Epoch 17/100
113/113 [==============================] - 0s 872us/step - loss: 0.4163 - accuracy: 0.8236
Epoch 18/100
113/113 [==============================] - 0s 878us/step - loss: 0.4154 - accuracy: 0.8258
Epoch 19/100
113/113 [==============================] - 0s 883us/step - loss: 0.4144 - accuracy: 0.8268
Epoch 20/100
113/113 [==============================] - 0s 879us/step - loss: 0.4136 - accuracy: 0.8292
Epoch 21/100
113/113 [==============================] - 0s 888us/step - loss: 0.4128 - accuracy: 0.8294
Epoch 22/100
113/113 [==============================] - 0s 876us/step - loss: 0.4124 - accuracy: 0.8297
Epoch 23/100
113/113 [==============================] - 0s 873us/step - loss: 0.4118 - accuracy: 0.8307
Epoch 24/100
113/113 [==============================] - 0s 850us/step - loss: 0.4112 - accuracy: 0.8315
Epoch 25/100
113/113 [==============================] - 0s 857us/step - loss: 0.4107 - accuracy: 0.8324
Epoch 26/100
113/113 [==============================] - 0s 900us/step - loss: 0.4102 - accuracy: 0.8333
Epoch 27/100
113/113 [==============================] - 0s 875us/step - loss: 0.4095 - accuracy: 0.8336
Epoch 28/100
113/113 [==============================] - 0s 880us/step - loss: 0.4092 - accuracy: 0.8342
Epoch 29/100
113/113 [==============================] - 0s 951us/step - loss: 0.4089 - accuracy: 0.8342
Epoch 30/100
113/113 [==============================] - 0s 844us/step - loss: 0.4082 - accuracy: 0.8346
Epoch 31/100
113/113 [==============================] - 0s 869us/step - loss: 0.4079 - accuracy: 0.8343
Epoch 32/100
113/113 [==============================] - 0s 873us/step - loss: 0.4074 - accuracy: 0.8344
Epoch 33/100
113/113 [==============================] - 0s 908us/step - loss: 0.4070 - accuracy: 0.8346
Epoch 34/100
113/113 [==============================] - 0s 837us/step - loss: 0.4068 - accuracy: 0.8351
Epoch 35/100
113/113 [==============================] - 0s 828us/step - loss: 0.4064 - accuracy: 0.8342
Epoch 36/100
113/113 [==============================] - 0s 875us/step - loss: 0.4061 - accuracy: 0.8351
Epoch 37/100
113/113 [==============================] - 0s 862us/step - loss: 0.4058 - accuracy: 0.8350
Epoch 38/100
113/113 [==============================] - 0s 875us/step - loss: 0.4056 - accuracy: 0.8353
Epoch 39/100
113/113 [==============================] - 0s 934us/step - loss: 0.4048 - accuracy: 0.8353
Epoch 40/100
113/113 [==============================] - 0s 845us/step - loss: 0.4048 - accuracy: 0.8371
Epoch 41/100
113/113 [==============================] - 0s 853us/step - loss: 0.4046 - accuracy: 0.8354
Epoch 42/100
113/113 [==============================] - 0s 869us/step - loss: 0.4043 - accuracy: 0.8361
Epoch 43/100
113/113 [==============================] - 0s 866us/step - loss: 0.4043 - accuracy: 0.8360
Epoch 44/100
113/113 [==============================] - 0s 845us/step - loss: 0.4038 - accuracy: 0.8357
Epoch 45/100
113/113 [==============================] - 0s 856us/step - loss: 0.4037 - accuracy: 0.8358
Epoch 46/100
113/113 [==============================] - 0s 873us/step - loss: 0.4033 - accuracy: 0.8357
Epoch 47/100
113/113 [==============================] - 0s 865us/step - loss: 0.4031 - accuracy: 0.8364
Epoch 48/100
113/113 [==============================] - 0s 877us/step - loss: 0.4029 - accuracy: 0.8369
Epoch 49/100
113/113 [==============================] - 0s 889us/step - loss: 0.4025 - accuracy: 0.8365
Epoch 50/100
113/113 [==============================] - 0s 870us/step - loss: 0.4021 - accuracy: 0.8369
Epoch 51/100
113/113 [==============================] - 0s 910us/step - loss: 0.4022 - accuracy: 0.8368
Epoch 52/100
113/113 [==============================] - 0s 853us/step - loss: 0.4017 - accuracy: 0.8372
Epoch 53/100
113/113 [==============================] - 0s 864us/step - loss: 0.4014 - accuracy: 0.8368
Epoch 54/100
113/113 [==============================] - 0s 844us/step - loss: 0.4011 - accuracy: 0.8372
Epoch 55/100
113/113 [==============================] - 0s 906us/step - loss: 0.4009 - accuracy: 0.8374
Epoch 56/100
113/113 [==============================] - 0s 848us/step - loss: 0.4007 - accuracy: 0.8374
Epoch 57/100
113/113 [==============================] - 0s 851us/step - loss: 0.4005 - accuracy: 0.8376
Epoch 58/100
113/113 [==============================] - 0s 876us/step - loss: 0.4001 - accuracy: 0.8378
Epoch 59/100
113/113 [==============================] - 0s 915us/step - loss: 0.4000 - accuracy: 0.8374
Epoch 60/100
113/113 [==============================] - 0s 867us/step - loss: 0.3997 - accuracy: 0.8375
Epoch 61/100
113/113 [==============================] - 0s 848us/step - loss: 0.3994 - accuracy: 0.8372
Epoch 62/100
113/113 [==============================] - 0s 867us/step - loss: 0.3992 - accuracy: 0.8375
Epoch 63/100
113/113 [==============================] - 0s 901us/step - loss: 0.3990 - accuracy: 0.8371
Epoch 64/100
113/113 [==============================] - 0s 845us/step - loss: 0.3986 - accuracy: 0.8374
Epoch 65/100
113/113 [==============================] - 0s 871us/step - loss: 0.3984 - accuracy: 0.8371
Epoch 66/100
113/113 [==============================] - 0s 836us/step - loss: 0.3984 - accuracy: 0.8369
Epoch 67/100
113/113 [==============================] - 0s 861us/step - loss: 0.3981 - accuracy: 0.8381
Epoch 68/100
113/113 [==============================] - 0s 875us/step - loss: 0.3980 - accuracy: 0.8372
Epoch 69/100
113/113 [==============================] - 0s 949us/step - loss: 0.3978 - accuracy: 0.8372
Epoch 70/100
113/113 [==============================] - 0s 876us/step - loss: 0.3977 - accuracy: 0.8374
Epoch 71/100
113/113 [==============================] - 0s 844us/step - loss: 0.3976 - accuracy: 0.8372
Epoch 72/100
113/113 [==============================] - 0s 864us/step - loss: 0.3972 - accuracy: 0.8382
Epoch 73/100
113/113 [==============================] - 0s 872us/step - loss: 0.3972 - accuracy: 0.8383
Epoch 74/100
113/113 [==============================] - 0s 854us/step - loss: 0.3969 - accuracy: 0.8374
Epoch 75/100
113/113 [==============================] - 0s 877us/step - loss: 0.3971 - accuracy: 0.8376
Epoch 76/100
113/113 [==============================] - 0s 866us/step - loss: 0.3968 - accuracy: 0.8371
Epoch 77/100
113/113 [==============================] - 0s 882us/step - loss: 0.3967 - accuracy: 0.8372
Epoch 78/100
113/113 [==============================] - 0s 984us/step - loss: 0.3966 - accuracy: 0.8378
Epoch 79/100
113/113 [==============================] - 0s 840us/step - loss: 0.3965 - accuracy: 0.8379
Epoch 80/100
113/113 [==============================] - 0s 867us/step - loss: 0.3963 - accuracy: 0.8368
Epoch 81/100
113/113 [==============================] - 0s 849us/step - loss: 0.3963 - accuracy: 0.8378
Epoch 82/100
113/113 [==============================] - 0s 871us/step - loss: 0.3961 - accuracy: 0.8360
Epoch 83/100
113/113 [==============================] - 0s 885us/step - loss: 0.3961 - accuracy: 0.8367
Epoch 84/100
113/113 [==============================] - 0s 845us/step - loss: 0.3956 - accuracy: 0.8368
Epoch 85/100
113/113 [==============================] - 0s 881us/step - loss: 0.3956 - accuracy: 0.8372
Epoch 86/100
113/113 [==============================] - 0s 870us/step - loss: 0.3956 - accuracy: 0.8364
Epoch 87/100
113/113 [==============================] - 0s 863us/step - loss: 0.3956 - accuracy: 0.8371
Epoch 88/100
113/113 [==============================] - 0s 1ms/step - loss: 0.3954 - accuracy: 0.8369
Epoch 89/100
113/113 [==============================] - 0s 835us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 90/100
113/113 [==============================] - 0s 866us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 91/100
113/113 [==============================] - 0s 846us/step - loss: 0.3950 - accuracy: 0.8381
Epoch 92/100
113/113 [==============================] - 0s 923us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 93/100
113/113 [==============================] - 0s 841us/step - loss: 0.3950 - accuracy: 0.8357
Epoch 94/100
113/113 [==============================] - 0s 837us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 95/100
113/113 [==============================] - 0s 875us/step - loss: 0.3947 - accuracy: 0.8376
Epoch 96/100
113/113 [==============================] - 0s 853us/step - loss: 0.3945 - accuracy: 0.8371
Epoch 97/100
113/113 [==============================] - 0s 928us/step - loss: 0.3945 - accuracy: 0.8372
Epoch 98/100
113/113 [==============================] - 0s 876us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 99/100
113/113 [==============================] - 0s 828us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 100/100
113/113 [==============================] - 0s 870us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 1/100
113/113 [==============================] - 0s 878us/step - loss: 0.6522 - accuracy: 0.7932
Epoch 2/100
113/113 [==============================] - 0s 833us/step - loss: 0.5936 - accuracy: 0.7962
Epoch 3/100
113/113 [==============================] - 0s 920us/step - loss: 0.5597 - accuracy: 0.7962
Epoch 4/100
113/113 [==============================] - 0s 860us/step - loss: 0.5396 - accuracy: 0.7962
Epoch 5/100
113/113 [==============================] - 0s 812us/step - loss: 0.5274 - accuracy: 0.7962
Epoch 6/100
113/113 [==============================] - 0s 930us/step - loss: 0.5197 - accuracy: 0.7962
Epoch 7/100
113/113 [==============================] - 0s 808us/step - loss: 0.5149 - accuracy: 0.7962
Epoch 8/100
113/113 [==============================] - 0s 832us/step - loss: 0.5117 - accuracy: 0.7962
Epoch 9/100
113/113 [==============================] - 0s 879us/step - loss: 0.5097 - accuracy: 0.7962
Epoch 10/100
113/113 [==============================] - 0s 832us/step - loss: 0.5084 - accuracy: 0.7962
Epoch 11/100
113/113 [==============================] - 0s 863us/step - loss: 0.5074 - accuracy: 0.7962
Epoch 12/100
113/113 [==============================] - 0s 834us/step - loss: 0.5068 - accuracy: 0.7962
Epoch 13/100
113/113 [==============================] - 0s 829us/step - loss: 0.5064 - accuracy: 0.7962
Epoch 14/100
113/113 [==============================] - 0s 972us/step - loss: 0.5062 - accuracy: 0.7962
Epoch 15/100
113/113 [==============================] - 0s 832us/step - loss: 0.5060 - accuracy: 0.7962
Epoch 16/100
113/113 [==============================] - 0s 895us/step - loss: 0.5058 - accuracy: 0.7962
Epoch 17/100
113/113 [==============================] - 0s 989us/step - loss: 0.5058 - accuracy: 0.7962
Epoch 18/100
113/113 [==============================] - 0s 786us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 19/100
113/113 [==============================] - 0s 824us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 20/100
113/113 [==============================] - 0s 783us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 21/100
113/113 [==============================] - 0s 779us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 22/100
113/113 [==============================] - 0s 810us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 23/100
113/113 [==============================] - 0s 776us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 24/100
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 25/100
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 26/100
113/113 [==============================] - 0s 784us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 27/100
113/113 [==============================] - 0s 820us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 28/100
113/113 [==============================] - 0s 783us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 29/100
113/113 [==============================] - 0s 791us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 30/100
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 31/100
113/113 [==============================] - 0s 777us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 32/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 33/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 34/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 35/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 36/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 37/100
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 38/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 39/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 40/100
113/113 [==============================] - 0s 880us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 41/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 42/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 43/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 44/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 45/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 46/100
113/113 [==============================] - 0s 905us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 47/100
113/113 [==============================] - 0s 869us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 48/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 49/100
113/113 [==============================] - 0s 921us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 50/100
113/113 [==============================] - 0s 969us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 51/100
113/113 [==============================] - 0s 880us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 52/100
113/113 [==============================] - 0s 983us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 53/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 54/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 55/100
113/113 [==============================] - 0s 876us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 56/100
113/113 [==============================] - 0s 898us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 57/100
113/113 [==============================] - 0s 841us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 58/100
113/113 [==============================] - 0s 779us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 59/100
113/113 [==============================] - 0s 929us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 60/100
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 61/100
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 62/100
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 63/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 64/100
113/113 [==============================] - 0s 942us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 65/100
113/113 [==============================] - 0s 772us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 66/100
113/113 [==============================] - 0s 805us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 67/100
113/113 [==============================] - 0s 876us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 68/100
113/113 [==============================] - 0s 984us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 69/100
113/113 [==============================] - 0s 886us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 70/100
113/113 [==============================] - 0s 787us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 71/100
113/113 [==============================] - 0s 792us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 72/100
113/113 [==============================] - 0s 853us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 73/100
113/113 [==============================] - 0s 797us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 74/100
113/113 [==============================] - 0s 929us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 75/100
113/113 [==============================] - 0s 790us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 76/100
113/113 [==============================] - 0s 789us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 77/100
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 78/100
113/113 [==============================] - 0s 793us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 79/100
113/113 [==============================] - 0s 783us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 80/100
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 81/100
113/113 [==============================] - 0s 788us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 82/100
113/113 [==============================] - 0s 823us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 83/100
113/113 [==============================] - 0s 798us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 84/100
113/113 [==============================] - 0s 794us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 85/100
113/113 [==============================] - 0s 867us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 86/100
113/113 [==============================] - 0s 870us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 87/100
113/113 [==============================] - 0s 802us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 88/100
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 89/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 90/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5055 - accuracy: 0.7962
Epoch 91/100
113/113 [==============================] - 0s 944us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 92/100
113/113 [==============================] - 0s 952us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 93/100
113/113 [==============================] - 0s 867us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 94/100
113/113 [==============================] - 0s 913us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 95/100
113/113 [==============================] - 0s 881us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 96/100
113/113 [==============================] - 0s 937us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 97/100
113/113 [==============================] - 0s 952us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 98/100
113/113 [==============================] - 0s 800us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 99/100
113/113 [==============================] - 0s 838us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 100/100
113/113 [==============================] - 0s 791us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 1/100
113/113 [==============================] - 0s 830us/step - loss: 0.6515 - accuracy: 0.7974
Epoch 2/100
113/113 [==============================] - 0s 930us/step - loss: 0.5919 - accuracy: 0.7986
Epoch 3/100
113/113 [==============================] - 0s 872us/step - loss: 0.5574 - accuracy: 0.7986
Epoch 4/100
113/113 [==============================] - 0s 825us/step - loss: 0.5370 - accuracy: 0.7986
Epoch 5/100
113/113 [==============================] - 0s 845us/step - loss: 0.5245 - accuracy: 0.7986
Epoch 6/100
113/113 [==============================] - 0s 822us/step - loss: 0.5168 - accuracy: 0.7986
Epoch 7/100
113/113 [==============================] - 0s 818us/step - loss: 0.5118 - accuracy: 0.7986
Epoch 8/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5086 - accuracy: 0.7986: 0s - loss: 0.5087 - accuracy: 0.79
Epoch 9/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5066 - accuracy: 0.7986
Epoch 10/100
113/113 [==============================] - 0s 786us/step - loss: 0.5052 - accuracy: 0.7986
Epoch 11/100
113/113 [==============================] - 0s 806us/step - loss: 0.5043 - accuracy: 0.7986
Epoch 12/100
113/113 [==============================] - 0s 841us/step - loss: 0.5036 - accuracy: 0.7986
Epoch 13/100
113/113 [==============================] - 0s 855us/step - loss: 0.5032 - accuracy: 0.7986
Epoch 14/100
113/113 [==============================] - 0s 802us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 15/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5028 - accuracy: 0.7986
Epoch 16/100
113/113 [==============================] - 0s 817us/step - loss: 0.5026 - accuracy: 0.7986
Epoch 17/100
113/113 [==============================] - 0s 799us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 18/100
113/113 [==============================] - 0s 760us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 19/100
113/113 [==============================] - 0s 775us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 20/100
113/113 [==============================] - 0s 788us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 21/100
113/113 [==============================] - 0s 885us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 22/100
113/113 [==============================] - 0s 867us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 23/100
113/113 [==============================] - 0s 792us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 24/100
113/113 [==============================] - 0s 783us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/100
113/113 [==============================] - 0s 793us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/100
113/113 [==============================] - 0s 786us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/100
113/113 [==============================] - 0s 838us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/100
113/113 [==============================] - 0s 805us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/100
113/113 [==============================] - 0s 791us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/100
113/113 [==============================] - 0s 945us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/100
113/113 [==============================] - 0s 942us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/100
113/113 [==============================] - 0s 882us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/100
113/113 [==============================] - 0s 938us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/100
113/113 [==============================] - 0s 864us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/100
113/113 [==============================] - 0s 873us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/100
113/113 [==============================] - 0s 925us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/100
113/113 [==============================] - 0s 923us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/100
113/113 [==============================] - 0s 839us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/100
113/113 [==============================] - 0s 838us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/100
113/113 [==============================] - 0s 822us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 45/100
113/113 [==============================] - 0s 791us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 46/100
113/113 [==============================] - 0s 802us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 47/100
113/113 [==============================] - 0s 793us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 48/100
113/113 [==============================] - 0s 812us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 49/100
113/113 [==============================] - 0s 793us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 50/100
113/113 [==============================] - 0s 809us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 51/100
113/113 [==============================] - 0s 824us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 52/100
113/113 [==============================] - 0s 821us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 53/100
113/113 [==============================] - 0s 807us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 54/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 55/100
113/113 [==============================] - 0s 792us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 56/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 57/100
113/113 [==============================] - 0s 794us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 58/100
113/113 [==============================] - 0s 801us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 59/100
113/113 [==============================] - 0s 801us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 60/100
113/113 [==============================] - 0s 790us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 61/100
113/113 [==============================] - 0s 808us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 62/100
113/113 [==============================] - 0s 872us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 63/100
113/113 [==============================] - 0s 791us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 64/100
113/113 [==============================] - 0s 802us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 65/100
113/113 [==============================] - 0s 794us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 66/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 67/100
113/113 [==============================] - 0s 799us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 68/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 69/100
113/113 [==============================] - 0s 807us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 70/100
113/113 [==============================] - 0s 822us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 71/100
113/113 [==============================] - 0s 802us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 72/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 73/100
113/113 [==============================] - 0s 872us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 74/100
113/113 [==============================] - 0s 808us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 75/100
113/113 [==============================] - 0s 807us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 76/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 77/100
113/113 [==============================] - 0s 792us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 78/100
113/113 [==============================] - 0s 786us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 79/100
113/113 [==============================] - 0s 786us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 80/100
113/113 [==============================] - 0s 801us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 81/100
113/113 [==============================] - 0s 940us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 82/100
113/113 [==============================] - 0s 817us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 83/100
113/113 [==============================] - 0s 816us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 84/100
113/113 [==============================] - 0s 831us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 85/100
113/113 [==============================] - 0s 799us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 86/100
113/113 [==============================] - 0s 795us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 87/100
113/113 [==============================] - 0s 786us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 88/100
113/113 [==============================] - 0s 790us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 89/100
113/113 [==============================] - 0s 804us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 90/100
113/113 [==============================] - 0s 798us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 91/100
113/113 [==============================] - 0s 800us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 92/100
113/113 [==============================] - 0s 793us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 93/100
113/113 [==============================] - 0s 842us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 94/100
113/113 [==============================] - 0s 789us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 95/100
113/113 [==============================] - 0s 788us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 96/100
113/113 [==============================] - 0s 818us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 97/100
113/113 [==============================] - 0s 835us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 98/100
113/113 [==============================] - 0s 788us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 99/100
113/113 [==============================] - 0s 792us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 100/100
113/113 [==============================] - 0s 788us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 1/100
113/113 [==============================] - 0s 937us/step - loss: 0.6516 - accuracy: 0.7972
Epoch 2/100
113/113 [==============================] - 0s 823us/step - loss: 0.5924 - accuracy: 0.7978
Epoch 3/100
113/113 [==============================] - 0s 850us/step - loss: 0.5580 - accuracy: 0.7978
Epoch 4/100
113/113 [==============================] - 0s 844us/step - loss: 0.5377 - accuracy: 0.7978
Epoch 5/100
113/113 [==============================] - 0s 831us/step - loss: 0.5253 - accuracy: 0.7978
Epoch 6/100
113/113 [==============================] - 0s 832us/step - loss: 0.5176 - accuracy: 0.7978
Epoch 7/100
113/113 [==============================] - 0s 828us/step - loss: 0.5127 - accuracy: 0.7978
Epoch 8/100
113/113 [==============================] - 0s 838us/step - loss: 0.5095 - accuracy: 0.7978
Epoch 9/100
113/113 [==============================] - 0s 819us/step - loss: 0.5075 - accuracy: 0.7978
Epoch 10/100
113/113 [==============================] - 0s 833us/step - loss: 0.5062 - accuracy: 0.7978
Epoch 11/100
113/113 [==============================] - 0s 930us/step - loss: 0.5053 - accuracy: 0.7978
Epoch 12/100
113/113 [==============================] - 0s 828us/step - loss: 0.5047 - accuracy: 0.7978
Epoch 13/100
113/113 [==============================] - 0s 838us/step - loss: 0.5043 - accuracy: 0.7978
Epoch 14/100
113/113 [==============================] - 0s 847us/step - loss: 0.5040 - accuracy: 0.7978
Epoch 15/100
113/113 [==============================] - 0s 820us/step - loss: 0.5038 - accuracy: 0.7978
Epoch 16/100
113/113 [==============================] - 0s 804us/step - loss: 0.5037 - accuracy: 0.7978
Epoch 17/100
113/113 [==============================] - 0s 819us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 18/100
113/113 [==============================] - 0s 842us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 19/100
113/113 [==============================] - 0s 839us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 20/100
113/113 [==============================] - 0s 831us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 21/100
113/113 [==============================] - 0s 872us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 22/100
113/113 [==============================] - 0s 828us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 23/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5035 - accuracy: 0.7978
Epoch 24/100
113/113 [==============================] - 0s 835us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 25/100
113/113 [==============================] - 0s 828us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 26/100
113/113 [==============================] - 0s 856us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 27/100
113/113 [==============================] - 0s 826us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 28/100
113/113 [==============================] - 0s 860us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 29/100
113/113 [==============================] - 0s 852us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 30/100
113/113 [==============================] - 0s 843us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 31/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 32/100
113/113 [==============================] - 0s 845us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 33/100
113/113 [==============================] - 0s 920us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 34/100
113/113 [==============================] - 0s 838us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 35/100
113/113 [==============================] - 0s 831us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 36/100
113/113 [==============================] - 0s 898us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 37/100
113/113 [==============================] - 0s 845us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 38/100
113/113 [==============================] - 0s 923us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 39/100
113/113 [==============================] - 0s 828us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 40/100
113/113 [==============================] - 0s 840us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 41/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 42/100
113/113 [==============================] - 0s 833us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 43/100
113/113 [==============================] - 0s 885us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 44/100
113/113 [==============================] - 0s 843us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 45/100
113/113 [==============================] - 0s 835us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 46/100
113/113 [==============================] - 0s 855us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 47/100
113/113 [==============================] - 0s 833us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 48/100
113/113 [==============================] - 0s 868us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 49/100
113/113 [==============================] - 0s 858us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 50/100
113/113 [==============================] - 0s 846us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 51/100
113/113 [==============================] - 0s 932us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 52/100
113/113 [==============================] - 0s 853us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 53/100
113/113 [==============================] - 0s 899us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 54/100
113/113 [==============================] - 0s 838us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 55/100
113/113 [==============================] - 0s 831us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 56/100
113/113 [==============================] - 0s 872us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 57/100
113/113 [==============================] - 0s 834us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 58/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 59/100
113/113 [==============================] - 0s 866us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 60/100
113/113 [==============================] - 0s 913us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 61/100
113/113 [==============================] - 0s 919us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 62/100
113/113 [==============================] - 0s 831us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 63/100
113/113 [==============================] - 0s 871us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 64/100
113/113 [==============================] - 0s 844us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 65/100
113/113 [==============================] - 0s 892us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 66/100
113/113 [==============================] - 0s 853us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 67/100
113/113 [==============================] - 0s 841us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 68/100
113/113 [==============================] - 0s 866us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 69/100
113/113 [==============================] - 0s 849us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 70/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5033 - accuracy: 0.7978
Epoch 71/100
113/113 [==============================] - 0s 838us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 72/100
113/113 [==============================] - 0s 831us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 73/100
113/113 [==============================] - 0s 890us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 74/100
113/113 [==============================] - 0s 838us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 75/100
113/113 [==============================] - 0s 874us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 76/100
113/113 [==============================] - 0s 852us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 77/100
113/113 [==============================] - 0s 856us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 78/100
113/113 [==============================] - 0s 905us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 79/100
113/113 [==============================] - 0s 838us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 80/100
113/113 [==============================] - 0s 907us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 81/100
113/113 [==============================] - 0s 835us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 82/100
113/113 [==============================] - 0s 844us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 83/100
113/113 [==============================] - 0s 877us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 84/100
113/113 [==============================] - 0s 833us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 85/100
113/113 [==============================] - 0s 895us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 86/100
113/113 [==============================] - 0s 880us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 87/100
113/113 [==============================] - 0s 837us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 88/100
113/113 [==============================] - 0s 926us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 89/100
113/113 [==============================] - 0s 833us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 90/100
113/113 [==============================] - 0s 985us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 91/100
113/113 [==============================] - 0s 840us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 92/100
113/113 [==============================] - 0s 948us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 93/100
113/113 [==============================] - 0s 854us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 94/100
113/113 [==============================] - 0s 839us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 95/100
113/113 [==============================] - 0s 858us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 96/100
113/113 [==============================] - 0s 836us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 97/100
113/113 [==============================] - 0s 875us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 98/100
113/113 [==============================] - 0s 857us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 99/100
113/113 [==============================] - 0s 852us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 100/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5029 - accuracy: 0.7978
Epoch 1/100
113/113 [==============================] - 0s 858us/step - loss: 0.6529 - accuracy: 0.7890
Epoch 2/100
113/113 [==============================] - 0s 813us/step - loss: 0.5954 - accuracy: 0.7940
Epoch 3/100
113/113 [==============================] - 0s 821us/step - loss: 0.5620 - accuracy: 0.7940
Epoch 4/100
113/113 [==============================] - 0s 859us/step - loss: 0.5421 - accuracy: 0.7940
Epoch 5/100
113/113 [==============================] - 0s 846us/step - loss: 0.5300 - accuracy: 0.7940
Epoch 6/100
113/113 [==============================] - 0s 933us/step - loss: 0.5224 - accuracy: 0.7940
Epoch 7/100
113/113 [==============================] - 0s 828us/step - loss: 0.5176 - accuracy: 0.7940
Epoch 8/100
113/113 [==============================] - 0s 830us/step - loss: 0.5145 - accuracy: 0.7940
Epoch 9/100
113/113 [==============================] - 0s 853us/step - loss: 0.5126 - accuracy: 0.7940
Epoch 10/100
113/113 [==============================] - 0s 861us/step - loss: 0.5112 - accuracy: 0.7940
Epoch 11/100
113/113 [==============================] - 0s 868us/step - loss: 0.5104 - accuracy: 0.7940
Epoch 12/100
113/113 [==============================] - 0s 839us/step - loss: 0.5098 - accuracy: 0.7940
Epoch 13/100
113/113 [==============================] - 0s 846us/step - loss: 0.5094 - accuracy: 0.7940
Epoch 14/100
113/113 [==============================] - 0s 862us/step - loss: 0.5091 - accuracy: 0.7940
Epoch 15/100
113/113 [==============================] - 0s 883us/step - loss: 0.5090 - accuracy: 0.7940
Epoch 16/100
113/113 [==============================] - 0s 901us/step - loss: 0.5088 - accuracy: 0.7940
Epoch 17/100
113/113 [==============================] - 0s 814us/step - loss: 0.5088 - accuracy: 0.7940
Epoch 18/100
113/113 [==============================] - 0s 850us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 19/100
113/113 [==============================] - 0s 856us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 20/100
113/113 [==============================] - 0s 851us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 21/100
113/113 [==============================] - 0s 867us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 22/100
113/113 [==============================] - 0s 840us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 23/100
113/113 [==============================] - 0s 842us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 24/100
113/113 [==============================] - 0s 879us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 25/100
113/113 [==============================] - 0s 854us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 26/100
113/113 [==============================] - 0s 983us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 27/100
113/113 [==============================] - 0s 827us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 28/100
113/113 [==============================] - 0s 849us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 29/100
113/113 [==============================] - 0s 917us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 30/100
113/113 [==============================] - 0s 845us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 31/100
113/113 [==============================] - 0s 873us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 32/100
113/113 [==============================] - 0s 855us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 33/100
113/113 [==============================] - 0s 840us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 34/100
113/113 [==============================] - 0s 868us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 35/100
113/113 [==============================] - 0s 902us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 36/100
113/113 [==============================] - 0s 866us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 37/100
113/113 [==============================] - 0s 824us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 38/100
113/113 [==============================] - 0s 849us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 39/100
113/113 [==============================] - 0s 875us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 40/100
113/113 [==============================] - 0s 850us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 41/100
113/113 [==============================] - 0s 873us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 42/100
113/113 [==============================] - 0s 836us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 43/100
113/113 [==============================] - 0s 846us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 44/100
113/113 [==============================] - 0s 855us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 45/100
113/113 [==============================] - 0s 863us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 46/100
113/113 [==============================] - 0s 999us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 47/100
113/113 [==============================] - 0s 818us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 48/100
113/113 [==============================] - 0s 835us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 49/100
113/113 [==============================] - 0s 885us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 50/100
113/113 [==============================] - 0s 915us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 51/100
113/113 [==============================] - 0s 855us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 52/100
113/113 [==============================] - 0s 809us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 53/100
113/113 [==============================] - 0s 781us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 54/100
113/113 [==============================] - 0s 807us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 55/100
113/113 [==============================] - 0s 895us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 56/100
113/113 [==============================] - 0s 823us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 57/100
113/113 [==============================] - 0s 811us/step - loss: 0.5086 - accuracy: 0.79400s - loss: 0.5087 - accuracy: 0.79
Epoch 58/100
113/113 [==============================] - 0s 787us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 59/100
113/113 [==============================] - 0s 808us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 60/100
113/113 [==============================] - 0s 791us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 61/100
113/113 [==============================] - 0s 807us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 62/100
113/113 [==============================] - 0s 816us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 63/100
113/113 [==============================] - 0s 772us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 64/100
113/113 [==============================] - 0s 810us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 65/100
113/113 [==============================] - 0s 781us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 66/100
113/113 [==============================] - 0s 803us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 67/100
113/113 [==============================] - 0s 859us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 68/100
113/113 [==============================] - 0s 793us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 69/100
113/113 [==============================] - 0s 779us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 70/100
113/113 [==============================] - 0s 803us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 71/100
113/113 [==============================] - 0s 778us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 72/100
113/113 [==============================] - 0s 822us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 73/100
113/113 [==============================] - 0s 784us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 74/100
113/113 [==============================] - 0s 785us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 75/100
113/113 [==============================] - 0s 803us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 76/100
113/113 [==============================] - 0s 775us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 77/100
113/113 [==============================] - 0s 881us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 78/100
113/113 [==============================] - 0s 829us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 79/100
113/113 [==============================] - 0s 801us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 80/100
113/113 [==============================] - 0s 816us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 81/100
113/113 [==============================] - 0s 792us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 82/100
113/113 [==============================] - 0s 796us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 83/100
113/113 [==============================] - 0s 811us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 84/100
113/113 [==============================] - 0s 790us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 85/100
113/113 [==============================] - 0s 792us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 86/100
113/113 [==============================] - 0s 909us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 87/100
113/113 [==============================] - 0s 787us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 88/100
113/113 [==============================] - 0s 841us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 89/100
113/113 [==============================] - 0s 784us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 90/100
113/113 [==============================] - 0s 780us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 91/100
113/113 [==============================] - 0s 877us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 92/100
113/113 [==============================] - 0s 811us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 93/100
113/113 [==============================] - 0s 823us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 94/100
113/113 [==============================] - 0s 823us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 95/100
113/113 [==============================] - 0s 789us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 96/100
113/113 [==============================] - 0s 834us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 97/100
113/113 [==============================] - 0s 797us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 98/100
113/113 [==============================] - 0s 810us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 99/100
113/113 [==============================] - 0s 920us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 100/100
113/113 [==============================] - 0s 808us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 1/100
113/113 [==============================] - 0s 850us/step - loss: 0.6520 - accuracy: 0.7960
Epoch 2/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5936 - accuracy: 0.7960
Epoch 3/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5599 - accuracy: 0.7960
Epoch 4/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5398 - accuracy: 0.7960
Epoch 5/100
113/113 [==============================] - 0s 779us/step - loss: 0.5275 - accuracy: 0.7960
Epoch 6/100
113/113 [==============================] - 0s 815us/step - loss: 0.5199 - accuracy: 0.7960
Epoch 7/100
113/113 [==============================] - 0s 796us/step - loss: 0.5150 - accuracy: 0.7960
Epoch 8/100
113/113 [==============================] - 0s 801us/step - loss: 0.5120 - accuracy: 0.7960
Epoch 9/100
113/113 [==============================] - 0s 827us/step - loss: 0.5099 - accuracy: 0.7960
Epoch 10/100
113/113 [==============================] - 0s 786us/step - loss: 0.5086 - accuracy: 0.7960
Epoch 11/100
113/113 [==============================] - 0s 798us/step - loss: 0.5077 - accuracy: 0.7960
Epoch 12/100
113/113 [==============================] - 0s 819us/step - loss: 0.5071 - accuracy: 0.7960
Epoch 13/100
113/113 [==============================] - 0s 810us/step - loss: 0.5067 - accuracy: 0.7960
Epoch 14/100
113/113 [==============================] - 0s 860us/step - loss: 0.5065 - accuracy: 0.7960
Epoch 15/100
113/113 [==============================] - 0s 849us/step - loss: 0.5063 - accuracy: 0.7960
Epoch 16/100
113/113 [==============================] - 0s 801us/step - loss: 0.5062 - accuracy: 0.7960
Epoch 17/100
113/113 [==============================] - 0s 853us/step - loss: 0.5061 - accuracy: 0.7960
Epoch 18/100
113/113 [==============================] - 0s 791us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 19/100
113/113 [==============================] - 0s 830us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 20/100
113/113 [==============================] - 0s 799us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 21/100
113/113 [==============================] - 0s 824us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 22/100
113/113 [==============================] - 0s 912us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 23/100
113/113 [==============================] - 0s 991us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 24/100
113/113 [==============================] - 0s 814us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 25/100
113/113 [==============================] - 0s 824us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 26/100
113/113 [==============================] - 0s 881us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 27/100
113/113 [==============================] - 0s 802us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 28/100
113/113 [==============================] - 0s 817us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 29/100
113/113 [==============================] - 0s 796us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 30/100
113/113 [==============================] - 0s 793us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 31/100
113/113 [==============================] - 0s 876us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 32/100
113/113 [==============================] - 0s 816us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 33/100
113/113 [==============================] - 0s 827us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 34/100
113/113 [==============================] - 0s 806us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 35/100
113/113 [==============================] - 0s 801us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 36/100
113/113 [==============================] - 0s 867us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 37/100
113/113 [==============================] - 0s 793us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 38/100
113/113 [==============================] - 0s 788us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 39/100
113/113 [==============================] - 0s 832us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 40/100
113/113 [==============================] - 0s 800us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 41/100
113/113 [==============================] - 0s 827us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 42/100
113/113 [==============================] - 0s 807us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 43/100
113/113 [==============================] - 0s 796us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 44/100
113/113 [==============================] - 0s 865us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 45/100
113/113 [==============================] - 0s 819us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 46/100
113/113 [==============================] - 0s 808us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 47/100
113/113 [==============================] - 0s 834us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 48/100
113/113 [==============================] - 0s 799us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 49/100
113/113 [==============================] - 0s 816us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 50/100
113/113 [==============================] - 0s 793us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 51/100
113/113 [==============================] - 0s 800us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 52/100
113/113 [==============================] - 0s 836us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 53/100
113/113 [==============================] - 0s 798us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 54/100
113/113 [==============================] - 0s 815us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 55/100
113/113 [==============================] - 0s 801us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 56/100
113/113 [==============================] - 0s 856us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 57/100
113/113 [==============================] - 0s 836us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 58/100
113/113 [==============================] - 0s 805us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 59/100
113/113 [==============================] - 0s 798us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 60/100
113/113 [==============================] - 0s 828us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 61/100
113/113 [==============================] - 0s 805us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 62/100
113/113 [==============================] - 0s 835us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 63/100
113/113 [==============================] - 0s 800us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 64/100
113/113 [==============================] - 0s 802us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 65/100
113/113 [==============================] - 0s 828us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 66/100
113/113 [==============================] - 0s 864us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 67/100
113/113 [==============================] - 0s 797us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 68/100
113/113 [==============================] - 0s 841us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 69/100
113/113 [==============================] - 0s 799us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 70/100
113/113 [==============================] - 0s 815us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 71/100
113/113 [==============================] - 0s 799us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 72/100
113/113 [==============================] - 0s 810us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 73/100
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 74/100
113/113 [==============================] - 0s 809us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 75/100
113/113 [==============================] - 0s 818us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 76/100
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 77/100
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 78/100
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 79/100
113/113 [==============================] - 0s 793us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 80/100
113/113 [==============================] - 0s 797us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 81/100
113/113 [==============================] - 0s 816us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 82/100
113/113 [==============================] - 0s 802us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 83/100
113/113 [==============================] - 0s 826us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 84/100
113/113 [==============================] - 0s 803us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 85/100
113/113 [==============================] - 0s 788us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 86/100
113/113 [==============================] - 0s 830us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 87/100
113/113 [==============================] - 0s 996us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 88/100
113/113 [==============================] - 0s 810us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 89/100
113/113 [==============================] - 0s 865us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 90/100
113/113 [==============================] - 0s 793us/step - loss: 0.5052 - accuracy: 0.7960
Epoch 91/100
113/113 [==============================] - 0s 826us/step - loss: 0.5052 - accuracy: 0.7960
Epoch 92/100
113/113 [==============================] - 0s 795us/step - loss: 0.5051 - accuracy: 0.7960
Epoch 93/100
113/113 [==============================] - 0s 817us/step - loss: 0.5051 - accuracy: 0.7960
Epoch 94/100
113/113 [==============================] - 0s 829us/step - loss: 0.5050 - accuracy: 0.7960
Epoch 95/100
113/113 [==============================] - 0s 795us/step - loss: 0.5049 - accuracy: 0.7960
Epoch 96/100
113/113 [==============================] - 0s 802us/step - loss: 0.5049 - accuracy: 0.7960
Epoch 97/100
113/113 [==============================] - 0s 828us/step - loss: 0.5048 - accuracy: 0.7960
Epoch 98/100
113/113 [==============================] - 0s 828us/step - loss: 0.5047 - accuracy: 0.7960
Epoch 99/100
113/113 [==============================] - 0s 834us/step - loss: 0.5046 - accuracy: 0.7960
Epoch 100/100
113/113 [==============================] - 0s 800us/step - loss: 0.5045 - accuracy: 0.7960
Epoch 1/100
113/113 [==============================] - 0s 842us/step - loss: 0.6525 - accuracy: 0.7882
Epoch 2/100
113/113 [==============================] - 0s 828us/step - loss: 0.5944 - accuracy: 0.7953
Epoch 3/100
113/113 [==============================] - 0s 864us/step - loss: 0.5606 - accuracy: 0.7953
Epoch 4/100
113/113 [==============================] - 0s 825us/step - loss: 0.5406 - accuracy: 0.7953
Epoch 5/100
113/113 [==============================] - 0s 862us/step - loss: 0.5283 - accuracy: 0.7953
Epoch 6/100
113/113 [==============================] - 0s 854us/step - loss: 0.5207 - accuracy: 0.7953
Epoch 7/100
113/113 [==============================] - 0s 835us/step - loss: 0.5159 - accuracy: 0.7953
Epoch 8/100
113/113 [==============================] - 0s 851us/step - loss: 0.5129 - accuracy: 0.7953
Epoch 9/100
113/113 [==============================] - 0s 953us/step - loss: 0.5109 - accuracy: 0.7953
Epoch 10/100
113/113 [==============================] - 0s 850us/step - loss: 0.5096 - accuracy: 0.7953
Epoch 11/100
113/113 [==============================] - 0s 856us/step - loss: 0.5087 - accuracy: 0.7953
Epoch 12/100
113/113 [==============================] - 0s 828us/step - loss: 0.5081 - accuracy: 0.7953
Epoch 13/100
113/113 [==============================] - 0s 857us/step - loss: 0.5077 - accuracy: 0.7953
Epoch 14/100
113/113 [==============================] - 0s 826us/step - loss: 0.5075 - accuracy: 0.7953
Epoch 15/100
113/113 [==============================] - 0s 833us/step - loss: 0.5073 - accuracy: 0.7953
Epoch 16/100
113/113 [==============================] - 0s 858us/step - loss: 0.5072 - accuracy: 0.7953
Epoch 17/100
113/113 [==============================] - 0s 829us/step - loss: 0.5071 - accuracy: 0.7953
Epoch 18/100
113/113 [==============================] - 0s 859us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 19/100
113/113 [==============================] - 0s 855us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 20/100
113/113 [==============================] - 0s 829us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 21/100
113/113 [==============================] - 0s 891us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 22/100
113/113 [==============================] - 0s 863us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 23/100
113/113 [==============================] - 0s 852us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 24/100
113/113 [==============================] - 0s 838us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 25/100
113/113 [==============================] - 0s 829us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 26/100
113/113 [==============================] - 0s 866us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 27/100
113/113 [==============================] - 0s 832us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 28/100
113/113 [==============================] - 0s 824us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 29/100
113/113 [==============================] - 0s 913us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 30/100
113/113 [==============================] - 0s 883us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 31/100
113/113 [==============================] - 0s 880us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 32/100
113/113 [==============================] - 0s 833us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 33/100
113/113 [==============================] - 0s 851us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 34/100
113/113 [==============================] - 0s 869us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 35/100
113/113 [==============================] - 0s 850us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 36/100
113/113 [==============================] - 0s 899us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 37/100
113/113 [==============================] - 0s 833us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 38/100
113/113 [==============================] - 0s 864us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 39/100
113/113 [==============================] - 0s 963us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 40/100
113/113 [==============================] - 0s 837us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 41/100
113/113 [==============================] - 0s 883us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 42/100
113/113 [==============================] - 0s 853us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 43/100
113/113 [==============================] - 0s 894us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 44/100
113/113 [==============================] - 0s 836us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 45/100
113/113 [==============================] - 0s 862us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 46/100
113/113 [==============================] - 0s 946us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 47/100
113/113 [==============================] - 0s 836us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 48/100
113/113 [==============================] - 0s 878us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 49/100
113/113 [==============================] - 0s 965us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 50/100
113/113 [==============================] - 0s 838us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 51/100
113/113 [==============================] - 0s 912us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 52/100
113/113 [==============================] - 0s 840us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 53/100
113/113 [==============================] - 0s 883us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 54/100
113/113 [==============================] - 0s 867us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 55/100
113/113 [==============================] - 0s 847us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 56/100
113/113 [==============================] - 0s 918us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 57/100
113/113 [==============================] - 0s 844us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 58/100
113/113 [==============================] - 0s 873us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 59/100
113/113 [==============================] - 0s 988us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 60/100
113/113 [==============================] - 0s 924us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 61/100
113/113 [==============================] - 0s 831us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 62/100
113/113 [==============================] - 0s 855us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 63/100
113/113 [==============================] - 0s 884us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 64/100
113/113 [==============================] - 0s 862us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 65/100
113/113 [==============================] - 0s 942us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 66/100
113/113 [==============================] - 0s 850us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 67/100
113/113 [==============================] - 0s 860us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 68/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 69/100
113/113 [==============================] - 0s 857us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 70/100
113/113 [==============================] - 0s 923us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 71/100
113/113 [==============================] - 0s 838us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 72/100
113/113 [==============================] - 0s 848us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 73/100
113/113 [==============================] - 0s 898us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 74/100
113/113 [==============================] - 0s 908us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 75/100
113/113 [==============================] - 0s 954us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 76/100
113/113 [==============================] - 0s 855us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 77/100
113/113 [==============================] - 0s 871us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 78/100
113/113 [==============================] - 0s 897us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 79/100
113/113 [==============================] - 0s 847us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 80/100
113/113 [==============================] - 0s 974us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 81/100
113/113 [==============================] - 0s 844us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 82/100
113/113 [==============================] - 0s 871us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 83/100
113/113 [==============================] - 0s 853us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 84/100
113/113 [==============================] - 0s 849us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 85/100
113/113 [==============================] - 0s 900us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 86/100
113/113 [==============================] - 0s 842us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 87/100
113/113 [==============================] - 0s 894us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 88/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5068 - accuracy: 0.7953
Epoch 89/100
113/113 [==============================] - 0s 819us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 90/100
113/113 [==============================] - 0s 829us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 91/100
113/113 [==============================] - 0s 803us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 92/100
113/113 [==============================] - 0s 821us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 93/100
113/113 [==============================] - 0s 802us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 94/100
113/113 [==============================] - 0s 790us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 95/100
113/113 [==============================] - 0s 844us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 96/100
113/113 [==============================] - 0s 800us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 97/100
113/113 [==============================] - 0s 824us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 98/100
113/113 [==============================] - 0s 870us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 99/100
113/113 [==============================] - 0s 793us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 100/100
113/113 [==============================] - 0s 836us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 1/100
113/113 [==============================] - 0s 843us/step - loss: 0.6517 - accuracy: 0.7954
Epoch 2/100
113/113 [==============================] - 0s 849us/step - loss: 0.5927 - accuracy: 0.7974
Epoch 3/100
113/113 [==============================] - 0s 828us/step - loss: 0.5585 - accuracy: 0.7974
Epoch 4/100
113/113 [==============================] - 0s 902us/step - loss: 0.5382 - accuracy: 0.7974
Epoch 5/100
113/113 [==============================] - 0s 836us/step - loss: 0.5259 - accuracy: 0.7974
Epoch 6/100
113/113 [==============================] - 0s 832us/step - loss: 0.5182 - accuracy: 0.7974
Epoch 7/100
113/113 [==============================] - 0s 862us/step - loss: 0.5133 - accuracy: 0.7974
Epoch 8/100
113/113 [==============================] - 0s 824us/step - loss: 0.5102 - accuracy: 0.7974
Epoch 9/100
113/113 [==============================] - 0s 866us/step - loss: 0.5081 - accuracy: 0.7974
Epoch 10/100
113/113 [==============================] - 0s 826us/step - loss: 0.5068 - accuracy: 0.7974
Epoch 11/100
113/113 [==============================] - 0s 823us/step - loss: 0.5059 - accuracy: 0.7974
Epoch 12/100
113/113 [==============================] - 0s 909us/step - loss: 0.5053 - accuracy: 0.7974
Epoch 13/100
113/113 [==============================] - 0s 823us/step - loss: 0.5049 - accuracy: 0.7974
Epoch 14/100
113/113 [==============================] - 0s 863us/step - loss: 0.5046 - accuracy: 0.7974
Epoch 15/100
113/113 [==============================] - 0s 955us/step - loss: 0.5044 - accuracy: 0.7974
Epoch 16/100
113/113 [==============================] - 0s 827us/step - loss: 0.5043 - accuracy: 0.7974
Epoch 17/100
113/113 [==============================] - 0s 949us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 18/100
113/113 [==============================] - 0s 871us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 19/100
113/113 [==============================] - 0s 871us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 20/100
113/113 [==============================] - 0s 826us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 21/100
113/113 [==============================] - 0s 827us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 22/100
113/113 [==============================] - 0s 902us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 23/100
113/113 [==============================] - 0s 831us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 24/100
113/113 [==============================] - 0s 975us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 25/100
113/113 [==============================] - 0s 848us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 26/100
113/113 [==============================] - 0s 871us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 27/100
113/113 [==============================] - 0s 861us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 28/100
113/113 [==============================] - 0s 852us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 29/100
113/113 [==============================] - 0s 855us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 30/100
113/113 [==============================] - 0s 814us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 31/100
113/113 [==============================] - 0s 814us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 32/100
113/113 [==============================] - 0s 896us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 33/100
113/113 [==============================] - 0s 829us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 34/100
113/113 [==============================] - 0s 867us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 35/100
113/113 [==============================] - 0s 871us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 36/100
113/113 [==============================] - 0s 829us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 37/100
113/113 [==============================] - 0s 865us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 38/100
113/113 [==============================] - 0s 938us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 39/100
113/113 [==============================] - 0s 810us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 40/100
113/113 [==============================] - 0s 787us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 41/100
113/113 [==============================] - 0s 793us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 42/100
113/113 [==============================] - 0s 815us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 43/100
113/113 [==============================] - 0s 793us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 44/100
113/113 [==============================] - 0s 912us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 45/100
113/113 [==============================] - 0s 791us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 46/100
113/113 [==============================] - 0s 804us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 47/100
113/113 [==============================] - 0s 817us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 48/100
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 49/100
113/113 [==============================] - 0s 797us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 50/100
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 51/100
113/113 [==============================] - 0s 789us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 52/100
113/113 [==============================] - 0s 905us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 53/100
113/113 [==============================] - 0s 939us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 54/100
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 55/100
113/113 [==============================] - 0s 847us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 56/100
113/113 [==============================] - 0s 833us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 57/100
113/113 [==============================] - 0s 801us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 58/100
113/113 [==============================] - 0s 836us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 59/100
113/113 [==============================] - 0s 804us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 60/100
113/113 [==============================] - 0s 841us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 61/100
113/113 [==============================] - 0s 819us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 62/100
113/113 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 63/100
113/113 [==============================] - 0s 844us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 64/100
113/113 [==============================] - 0s 808us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 65/100
113/113 [==============================] - 0s 872us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 66/100
113/113 [==============================] - 0s 831us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 67/100
113/113 [==============================] - 0s 807us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 68/100
113/113 [==============================] - 0s 834us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 69/100
113/113 [==============================] - 0s 810us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 70/100
113/113 [==============================] - 0s 801us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 71/100
113/113 [==============================] - 0s 826us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 72/100
113/113 [==============================] - 0s 796us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 73/100
113/113 [==============================] - 0s 815us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 74/100
113/113 [==============================] - 0s 848us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 75/100
113/113 [==============================] - 0s 800us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 76/100
113/113 [==============================] - 0s 868us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 77/100
113/113 [==============================] - 0s 800us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 78/100
113/113 [==============================] - 0s 801us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 79/100
113/113 [==============================] - 0s 864us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 80/100
113/113 [==============================] - 0s 819us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 81/100
113/113 [==============================] - 0s 832us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 82/100
113/113 [==============================] - 0s 797us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 83/100
113/113 [==============================] - 0s 797us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 84/100
113/113 [==============================] - 0s 834us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 85/100
113/113 [==============================] - 0s 814us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 86/100
113/113 [==============================] - 0s 805us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 87/100
113/113 [==============================] - 0s 936us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 88/100
113/113 [==============================] - 0s 803us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 89/100
113/113 [==============================] - 0s 839us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 90/100
113/113 [==============================] - 0s 816us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 91/100
113/113 [==============================] - 0s 801us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 92/100
113/113 [==============================] - 0s 829us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 93/100
113/113 [==============================] - 0s 794us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 94/100
113/113 [==============================] - 0s 829us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 95/100
113/113 [==============================] - 0s 805us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 96/100
113/113 [==============================] - 0s 822us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 97/100
113/113 [==============================] - 0s 979us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 98/100
113/113 [==============================] - 0s 805us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 99/100
113/113 [==============================] - 0s 797us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 100/100
113/113 [==============================] - 0s 830us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 1/100
113/113 [==============================] - 0s 843us/step - loss: 0.6515 - accuracy: 0.7967
Epoch 2/100
113/113 [==============================] - 0s 836us/step - loss: 0.5922 - accuracy: 0.7986
Epoch 3/100
113/113 [==============================] - 0s 860us/step - loss: 0.5576 - accuracy: 0.7986
Epoch 4/100
113/113 [==============================] - 0s 888us/step - loss: 0.5371 - accuracy: 0.7986
Epoch 5/100
113/113 [==============================] - 0s 819us/step - loss: 0.5245 - accuracy: 0.7986
Epoch 6/100
113/113 [==============================] - 0s 863us/step - loss: 0.5167 - accuracy: 0.7986
Epoch 7/100
113/113 [==============================] - 0s 832us/step - loss: 0.5118 - accuracy: 0.7986
Epoch 8/100
113/113 [==============================] - 0s 818us/step - loss: 0.5086 - accuracy: 0.7986
Epoch 9/100
113/113 [==============================] - 0s 863us/step - loss: 0.5065 - accuracy: 0.7986
Epoch 10/100
113/113 [==============================] - 0s 924us/step - loss: 0.5052 - accuracy: 0.7986
Epoch 11/100
113/113 [==============================] - 0s 872us/step - loss: 0.5042 - accuracy: 0.7986
Epoch 12/100
113/113 [==============================] - 0s 856us/step - loss: 0.5036 - accuracy: 0.7986
Epoch 13/100
113/113 [==============================] - 0s 856us/step - loss: 0.5032 - accuracy: 0.7986
Epoch 14/100
113/113 [==============================] - 0s 880us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 15/100
113/113 [==============================] - 0s 854us/step - loss: 0.5027 - accuracy: 0.7986
Epoch 16/100
113/113 [==============================] - 0s 951us/step - loss: 0.5026 - accuracy: 0.7986
Epoch 17/100
113/113 [==============================] - 0s 855us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 18/100
113/113 [==============================] - 0s 829us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 19/100
113/113 [==============================] - 0s 871us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 20/100
113/113 [==============================] - 0s 833us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 21/100
113/113 [==============================] - 0s 881us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 22/100
113/113 [==============================] - 0s 859us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 23/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/100
113/113 [==============================] - 0s 847us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/100
113/113 [==============================] - 0s 833us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/100
113/113 [==============================] - 0s 869us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/100
113/113 [==============================] - 0s 858us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/100
113/113 [==============================] - 0s 877us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/100
113/113 [==============================] - 0s 833us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/100
113/113 [==============================] - 0s 839us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/100
113/113 [==============================] - 0s 864us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/100
113/113 [==============================] - 0s 835us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/100
113/113 [==============================] - 0s 846us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/100
113/113 [==============================] - 0s 970us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/100
113/113 [==============================] - 0s 828us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/100
113/113 [==============================] - 0s 873us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/100
113/113 [==============================] - 0s 850us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/100
113/113 [==============================] - 0s 892us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/100
113/113 [==============================] - 0s 840us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/100
113/113 [==============================] - 0s 948us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/100
113/113 [==============================] - 0s 786us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/100
113/113 [==============================] - 0s 822us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 45/100
113/113 [==============================] - 0s 799us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 46/100
113/113 [==============================] - 0s 800us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 47/100
113/113 [==============================] - 0s 865us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 48/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 49/100
113/113 [==============================] - 0s 831us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 50/100
113/113 [==============================] - 0s 866us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 51/100
113/113 [==============================] - 0s 806us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 52/100
113/113 [==============================] - 0s 867us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 53/100
113/113 [==============================] - 0s 776us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 54/100
113/113 [==============================] - 0s 781us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 55/100
113/113 [==============================] - 0s 832us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 56/100
113/113 [==============================] - 0s 791us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 57/100
113/113 [==============================] - 0s 815us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 58/100
113/113 [==============================] - 0s 812us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 59/100
113/113 [==============================] - 0s 804us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 60/100
113/113 [==============================] - 0s 859us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 61/100
113/113 [==============================] - 0s 799us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 62/100
113/113 [==============================] - 0s 809us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 63/100
113/113 [==============================] - 0s 863us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 64/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 65/100
113/113 [==============================] - 0s 825us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 66/100
113/113 [==============================] - 0s 794us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 67/100
113/113 [==============================] - 0s 813us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 68/100
113/113 [==============================] - 0s 848us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 69/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 70/100
113/113 [==============================] - 0s 841us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 71/100
113/113 [==============================] - 0s 821us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 72/100
113/113 [==============================] - 0s 790us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 73/100
113/113 [==============================] - 0s 876us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 74/100
113/113 [==============================] - 0s 861us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 75/100
113/113 [==============================] - 0s 801us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 76/100
113/113 [==============================] - 0s 821us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 77/100
113/113 [==============================] - 0s 794us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 78/100
113/113 [==============================] - 0s 809us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 79/100
113/113 [==============================] - 0s 840us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 80/100
113/113 [==============================] - 0s 838us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 81/100
113/113 [==============================] - 0s 853us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 82/100
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 83/100
113/113 [==============================] - 0s 828us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 84/100
113/113 [==============================] - 0s 835us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 85/100
113/113 [==============================] - 0s 796us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 86/100
113/113 [==============================] - 0s 822us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 87/100
113/113 [==============================] - 0s 785us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 88/100
113/113 [==============================] - 0s 787us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 89/100
113/113 [==============================] - 0s 833us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 90/100
113/113 [==============================] - 0s 792us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 91/100
113/113 [==============================] - 0s 801us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 92/100
113/113 [==============================] - 0s 840us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 93/100
113/113 [==============================] - 0s 793us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 94/100
113/113 [==============================] - 0s 835us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 95/100
113/113 [==============================] - 0s 807us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 96/100
113/113 [==============================] - 0s 865us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 97/100
113/113 [==============================] - 0s 936us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 98/100
113/113 [==============================] - 0s 857us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 99/100
113/113 [==============================] - 0s 896us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 100/100
113/113 [==============================] - 0s 825us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 1/100
113/113 [==============================] - 0s 878us/step - loss: 0.6520 - accuracy: 0.7942
Epoch 2/100
113/113 [==============================] - 0s 821us/step - loss: 0.5934 - accuracy: 0.7964
Epoch 3/100
113/113 [==============================] - 0s 847us/step - loss: 0.5595 - accuracy: 0.7964
Epoch 4/100
113/113 [==============================] - 0s 825us/step - loss: 0.5393 - accuracy: 0.7964
Epoch 5/100
113/113 [==============================] - 0s 824us/step - loss: 0.5271 - accuracy: 0.7964
Epoch 6/100
113/113 [==============================] - 0s 871us/step - loss: 0.5194 - accuracy: 0.7964
Epoch 7/100
113/113 [==============================] - 0s 832us/step - loss: 0.5145 - accuracy: 0.7964
Epoch 8/100
113/113 [==============================] - 0s 860us/step - loss: 0.5114 - accuracy: 0.7964
Epoch 9/100
113/113 [==============================] - 0s 822us/step - loss: 0.5094 - accuracy: 0.7964
Epoch 10/100
113/113 [==============================] - 0s 861us/step - loss: 0.5080 - accuracy: 0.7964
Epoch 11/100
113/113 [==============================] - 0s 882us/step - loss: 0.5071 - accuracy: 0.7964
Epoch 12/100
113/113 [==============================] - 0s 827us/step - loss: 0.5066 - accuracy: 0.7964
Epoch 13/100
113/113 [==============================] - 0s 949us/step - loss: 0.5062 - accuracy: 0.7964
Epoch 14/100
113/113 [==============================] - 0s 802us/step - loss: 0.5059 - accuracy: 0.7964
Epoch 15/100
113/113 [==============================] - 0s 789us/step - loss: 0.5057 - accuracy: 0.7964
Epoch 16/100
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7964
Epoch 17/100
113/113 [==============================] - 0s 782us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 18/100
113/113 [==============================] - 0s 830us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 19/100
113/113 [==============================] - 0s 811us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 20/100
113/113 [==============================] - 0s 786us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 21/100
113/113 [==============================] - 0s 875us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 22/100
113/113 [==============================] - 0s 782us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 23/100
113/113 [==============================] - 0s 785us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 24/100
113/113 [==============================] - 0s 814us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 25/100
113/113 [==============================] - 0s 789us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 26/100
113/113 [==============================] - 0s 787us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 27/100
113/113 [==============================] - 0s 828us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 28/100
113/113 [==============================] - 0s 769us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 29/100
113/113 [==============================] - 0s 803us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 30/100
113/113 [==============================] - 0s 781us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 31/100
113/113 [==============================] - 0s 792us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 32/100
113/113 [==============================] - 0s 867us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 33/100
113/113 [==============================] - 0s 827us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 34/100
113/113 [==============================] - 0s 836us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 35/100
113/113 [==============================] - 0s 818us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 36/100
113/113 [==============================] - 0s 787us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 37/100
113/113 [==============================] - 0s 817us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 38/100
113/113 [==============================] - 0s 799us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 39/100
113/113 [==============================] - 0s 794us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 40/100
113/113 [==============================] - 0s 857us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 41/100
113/113 [==============================] - 0s 799us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 42/100
113/113 [==============================] - 0s 828us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 43/100
113/113 [==============================] - 0s 869us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 44/100
113/113 [==============================] - 0s 772us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 45/100
113/113 [==============================] - 0s 813us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 46/100
113/113 [==============================] - 0s 787us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 47/100
113/113 [==============================] - 0s 789us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 48/100
113/113 [==============================] - 0s 834us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 49/100
113/113 [==============================] - 0s 783us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 50/100
113/113 [==============================] - 0s 798us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 51/100
113/113 [==============================] - 0s 806us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 52/100
113/113 [==============================] - 0s 794us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 53/100
113/113 [==============================] - 0s 878us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 54/100
113/113 [==============================] - 0s 805us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 55/100
113/113 [==============================] - 0s 791us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 56/100
113/113 [==============================] - 0s 814us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 57/100
113/113 [==============================] - 0s 788us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 58/100
113/113 [==============================] - 0s 792us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 59/100
113/113 [==============================] - 0s 830us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 60/100
113/113 [==============================] - 0s 785us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 61/100
113/113 [==============================] - 0s 818us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 62/100
113/113 [==============================] - 0s 796us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 63/100
113/113 [==============================] - 0s 869us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 64/100
113/113 [==============================] - 0s 835us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 65/100
113/113 [==============================] - 0s 808us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 66/100
113/113 [==============================] - 0s 779us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 67/100
113/113 [==============================] - 0s 801us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 68/100
113/113 [==============================] - 0s 781us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 69/100
113/113 [==============================] - 0s 842us/step - loss: 0.5046 - accuracy: 0.7964
Epoch 70/100
113/113 [==============================] - 0s 792us/step - loss: 0.5046 - accuracy: 0.7964
Epoch 71/100
113/113 [==============================] - 0s 786us/step - loss: 0.5045 - accuracy: 0.7964
Epoch 72/100
113/113 [==============================] - 0s 806us/step - loss: 0.5044 - accuracy: 0.7964
Epoch 73/100
113/113 [==============================] - 0s 786us/step - loss: 0.5044 - accuracy: 0.7964
Epoch 74/100
113/113 [==============================] - 0s 789us/step - loss: 0.5043 - accuracy: 0.7964
Epoch 75/100
113/113 [==============================] - 0s 984us/step - loss: 0.5042 - accuracy: 0.7964
Epoch 76/100
113/113 [==============================] - 0s 846us/step - loss: 0.5041 - accuracy: 0.7964
Epoch 77/100
113/113 [==============================] - 0s 818us/step - loss: 0.5040 - accuracy: 0.7964
Epoch 78/100
113/113 [==============================] - 0s 787us/step - loss: 0.5039 - accuracy: 0.7964
Epoch 79/100
113/113 [==============================] - 0s 783us/step - loss: 0.5038 - accuracy: 0.7964
Epoch 80/100
113/113 [==============================] - 0s 809us/step - loss: 0.5037 - accuracy: 0.7964
Epoch 81/100
113/113 [==============================] - 0s 791us/step - loss: 0.5035 - accuracy: 0.7964
Epoch 82/100
113/113 [==============================] - 0s 783us/step - loss: 0.5034 - accuracy: 0.7964
Epoch 83/100
113/113 [==============================] - 0s 803us/step - loss: 0.5032 - accuracy: 0.7964
Epoch 84/100
113/113 [==============================] - 0s 786us/step - loss: 0.5030 - accuracy: 0.7964
Epoch 85/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5028 - accuracy: 0.7964
Epoch 86/100
113/113 [==============================] - 0s 802us/step - loss: 0.5026 - accuracy: 0.7964
Epoch 87/100
113/113 [==============================] - 0s 789us/step - loss: 0.5024 - accuracy: 0.7964
Epoch 88/100
113/113 [==============================] - 0s 807us/step - loss: 0.5021 - accuracy: 0.7964
Epoch 89/100
113/113 [==============================] - 0s 784us/step - loss: 0.5018 - accuracy: 0.7964
Epoch 90/100
113/113 [==============================] - 0s 808us/step - loss: 0.5015 - accuracy: 0.7964
Epoch 91/100
113/113 [==============================] - 0s 790us/step - loss: 0.5012 - accuracy: 0.7964
Epoch 92/100
113/113 [==============================] - 0s 787us/step - loss: 0.5008 - accuracy: 0.7964
Epoch 93/100
113/113 [==============================] - 0s 921us/step - loss: 0.5003 - accuracy: 0.7964
Epoch 94/100
113/113 [==============================] - 0s 791us/step - loss: 0.4999 - accuracy: 0.7964
Epoch 95/100
113/113 [==============================] - 0s 838us/step - loss: 0.4993 - accuracy: 0.7964
Epoch 96/100
113/113 [==============================] - 0s 794us/step - loss: 0.4988 - accuracy: 0.7964
Epoch 97/100
113/113 [==============================] - 0s 797us/step - loss: 0.4981 - accuracy: 0.7964
Epoch 98/100
113/113 [==============================] - 0s 805us/step - loss: 0.4974 - accuracy: 0.7964
Epoch 99/100
113/113 [==============================] - 0s 960us/step - loss: 0.4966 - accuracy: 0.7964
Epoch 100/100
113/113 [==============================] - 0s 905us/step - loss: 0.4957 - accuracy: 0.7964
Epoch 1/100
113/113 [==============================] - 0s 881us/step - loss: 0.6515 - accuracy: 0.7950
Epoch 2/100
113/113 [==============================] - 0s 879us/step - loss: 0.5920 - accuracy: 0.7985
Epoch 3/100
113/113 [==============================] - 0s 864us/step - loss: 0.5576 - accuracy: 0.7985
Epoch 4/100
113/113 [==============================] - 0s 999us/step - loss: 0.5371 - accuracy: 0.7985
Epoch 5/100
113/113 [==============================] - 0s 844us/step - loss: 0.5246 - accuracy: 0.7985
Epoch 6/100
113/113 [==============================] - 0s 853us/step - loss: 0.5168 - accuracy: 0.7985
Epoch 7/100
113/113 [==============================] - 0s 816us/step - loss: 0.5119 - accuracy: 0.7985
Epoch 8/100
113/113 [==============================] - 0s 887us/step - loss: 0.5088 - accuracy: 0.7985
Epoch 9/100
113/113 [==============================] - 0s 830us/step - loss: 0.5067 - accuracy: 0.7985
Epoch 10/100
113/113 [==============================] - 0s 823us/step - loss: 0.5053 - accuracy: 0.7985
Epoch 11/100
113/113 [==============================] - 0s 930us/step - loss: 0.5044 - accuracy: 0.7985
Epoch 12/100
113/113 [==============================] - 0s 870us/step - loss: 0.5038 - accuracy: 0.7985
Epoch 13/100
113/113 [==============================] - 0s 872us/step - loss: 0.5034 - accuracy: 0.7985
Epoch 14/100
113/113 [==============================] - 0s 861us/step - loss: 0.5031 - accuracy: 0.7985
Epoch 15/100
113/113 [==============================] - 0s 866us/step - loss: 0.5029 - accuracy: 0.7985
Epoch 16/100
113/113 [==============================] - 0s 866us/step - loss: 0.5028 - accuracy: 0.7985
Epoch 17/100
113/113 [==============================] - 0s 842us/step - loss: 0.5027 - accuracy: 0.7985
Epoch 18/100
113/113 [==============================] - 0s 894us/step - loss: 0.5027 - accuracy: 0.7985
Epoch 19/100
113/113 [==============================] - 0s 838us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 20/100
113/113 [==============================] - 0s 827us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 21/100
113/113 [==============================] - 0s 954us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 22/100
113/113 [==============================] - 0s 835us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 23/100
113/113 [==============================] - 0s 963us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 24/100
113/113 [==============================] - 0s 828us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 25/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5026 - accuracy: 0.7985
Epoch 26/100
113/113 [==============================] - 0s 911us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 27/100
113/113 [==============================] - 0s 777us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 28/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 29/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 30/100
113/113 [==============================] - 0s 859us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 31/100
113/113 [==============================] - 0s 878us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 32/100
113/113 [==============================] - 0s 771us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 33/100
113/113 [==============================] - 0s 813us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 34/100
113/113 [==============================] - 0s 798us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 35/100
113/113 [==============================] - 0s 836us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 36/100
113/113 [==============================] - 0s 820us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 37/100
113/113 [==============================] - 0s 785us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 38/100
113/113 [==============================] - 0s 834us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 39/100
113/113 [==============================] - 0s 780us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 40/100
113/113 [==============================] - 0s 791us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 41/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 42/100
113/113 [==============================] - 0s 792us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 43/100
113/113 [==============================] - 0s 841us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 44/100
113/113 [==============================] - 0s 2ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 45/100
113/113 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7985
Epoch 46/100
113/113 [==============================] - 0s 782us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 47/100
113/113 [==============================] - 0s 843us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 48/100
113/113 [==============================] - 0s 806us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 49/100
113/113 [==============================] - 0s 813us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 50/100
113/113 [==============================] - 0s 896us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 51/100
113/113 [==============================] - 0s 812us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 52/100
113/113 [==============================] - 0s 854us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 53/100
113/113 [==============================] - 0s 811us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 54/100
113/113 [==============================] - 0s 808us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 55/100
113/113 [==============================] - 0s 831us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 56/100
113/113 [==============================] - 0s 797us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 57/100
113/113 [==============================] - 0s 794us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 58/100
113/113 [==============================] - 0s 832us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 59/100
113/113 [==============================] - 0s 790us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 60/100
113/113 [==============================] - 0s 823us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 61/100
113/113 [==============================] - 0s 830us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 62/100
113/113 [==============================] - 0s 802us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 63/100
113/113 [==============================] - 0s 837us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 64/100
113/113 [==============================] - 0s 802us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 65/100
113/113 [==============================] - 0s 799us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 66/100
113/113 [==============================] - 0s 834us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 67/100
113/113 [==============================] - 0s 794us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 68/100
113/113 [==============================] - 0s 845us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 69/100
113/113 [==============================] - 0s 797us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 70/100
113/113 [==============================] - 0s 791us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 71/100
113/113 [==============================] - 0s 968us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 72/100
113/113 [==============================] - 0s 839us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 73/100
113/113 [==============================] - 0s 858us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 74/100
113/113 [==============================] - 0s 844us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 75/100
113/113 [==============================] - 0s 806us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 76/100
113/113 [==============================] - 0s 834us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 77/100
113/113 [==============================] - 0s 814us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 78/100
113/113 [==============================] - 0s 806us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 79/100
113/113 [==============================] - 0s 829us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 80/100
113/113 [==============================] - 0s 796us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 81/100
113/113 [==============================] - 0s 830us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 82/100
113/113 [==============================] - 0s 895us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 83/100
113/113 [==============================] - 0s 804us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 84/100
113/113 [==============================] - 0s 849us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 85/100
113/113 [==============================] - 0s 804us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 86/100
113/113 [==============================] - 0s 830us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 87/100
113/113 [==============================] - 0s 789us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 88/100
113/113 [==============================] - 0s 793us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 89/100
113/113 [==============================] - 0s 826us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 90/100
113/113 [==============================] - 0s 836us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 91/100
113/113 [==============================] - 0s 805us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 92/100
113/113 [==============================] - 0s 925us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 93/100
113/113 [==============================] - 0s 816us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 94/100
113/113 [==============================] - 0s 827us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 95/100
113/113 [==============================] - 0s 817us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 96/100
113/113 [==============================] - 0s 800us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 97/100
113/113 [==============================] - 0s 831us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 98/100
113/113 [==============================] - 0s 789us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 99/100
113/113 [==============================] - 0s 793us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 100/100
113/113 [==============================] - 0s 853us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 1/500
113/113 [==============================] - 0s 907us/step - loss: 0.6771 - accuracy: 0.7917
Epoch 2/500
113/113 [==============================] - 0s 858us/step - loss: 0.6482 - accuracy: 0.7962
Epoch 3/500
113/113 [==============================] - 0s 878us/step - loss: 0.6235 - accuracy: 0.7962
Epoch 4/500
113/113 [==============================] - 0s 861us/step - loss: 0.6025 - accuracy: 0.7962
Epoch 5/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5849 - accuracy: 0.7962
Epoch 6/500
113/113 [==============================] - 0s 887us/step - loss: 0.5699 - accuracy: 0.7962
Epoch 7/500
113/113 [==============================] - 0s 879us/step - loss: 0.5574 - accuracy: 0.7962
Epoch 8/500
113/113 [==============================] - 0s 912us/step - loss: 0.5470 - accuracy: 0.7962
Epoch 9/500
113/113 [==============================] - 0s 861us/step - loss: 0.5385 - accuracy: 0.7962
Epoch 10/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5315 - accuracy: 0.7962
Epoch 11/500
113/113 [==============================] - 0s 825us/step - loss: 0.5258 - accuracy: 0.7962
Epoch 12/500
113/113 [==============================] - 0s 854us/step - loss: 0.5212 - accuracy: 0.7962
Epoch 13/500
113/113 [==============================] - 0s 818us/step - loss: 0.5176 - accuracy: 0.7962
Epoch 14/500
113/113 [==============================] - 0s 812us/step - loss: 0.5147 - accuracy: 0.7962
Epoch 15/500
113/113 [==============================] - 0s 844us/step - loss: 0.5125 - accuracy: 0.7962
Epoch 16/500
113/113 [==============================] - 0s 826us/step - loss: 0.5107 - accuracy: 0.7962
Epoch 17/500
113/113 [==============================] - 0s 905us/step - loss: 0.5093 - accuracy: 0.7962
Epoch 18/500
113/113 [==============================] - 0s 857us/step - loss: 0.5083 - accuracy: 0.7962
Epoch 19/500
113/113 [==============================] - 0s 830us/step - loss: 0.5075 - accuracy: 0.7962
Epoch 20/500
113/113 [==============================] - 0s 856us/step - loss: 0.5070 - accuracy: 0.7962
Epoch 21/500
113/113 [==============================] - 0s 822us/step - loss: 0.5065 - accuracy: 0.7962
Epoch 22/500
113/113 [==============================] - 0s 812us/step - loss: 0.5062 - accuracy: 0.7962
Epoch 23/500
113/113 [==============================] - 0s 851us/step - loss: 0.5060 - accuracy: 0.7962
Epoch 24/500
113/113 [==============================] - 0s 813us/step - loss: 0.5059 - accuracy: 0.7962
Epoch 25/500
113/113 [==============================] - 0s 858us/step - loss: 0.5058 - accuracy: 0.7962
Epoch 26/500
113/113 [==============================] - 0s 830us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 27/500
113/113 [==============================] - 0s 852us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 28/500
113/113 [==============================] - 0s 848us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 29/500
113/113 [==============================] - 0s 817us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 30/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 31/500
113/113 [==============================] - 0s 823us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 32/500
113/113 [==============================] - 0s 820us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 33/500
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 34/500
113/113 [==============================] - 0s 814us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 35/500
113/113 [==============================] - 0s 900us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 36/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 37/500
113/113 [==============================] - 0s 812us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 38/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 39/500
113/113 [==============================] - 0s 815us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 40/500
113/113 [==============================] - 0s 814us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 41/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 42/500
113/113 [==============================] - 0s 817us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 43/500
113/113 [==============================] - 0s 848us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 44/500
113/113 [==============================] - 0s 810us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 45/500
113/113 [==============================] - 0s 817us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 46/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 47/500
113/113 [==============================] - 0s 836us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 48/500
113/113 [==============================] - 0s 904us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 49/500
113/113 [==============================] - 0s 813us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 50/500
113/113 [==============================] - 0s 869us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 51/500
113/113 [==============================] - 0s 851us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 52/500
113/113 [==============================] - 0s 853us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 53/500
113/113 [==============================] - 0s 820us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 54/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 55/500
113/113 [==============================] - 0s 812us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 56/500
113/113 [==============================] - 0s 934us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 57/500
113/113 [==============================] - 0s 902us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 58/500
113/113 [==============================] - 0s 810us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 59/500
113/113 [==============================] - 0s 948us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 60/500
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 61/500
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 62/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 63/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 64/500
113/113 [==============================] - 0s 884us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 65/500
113/113 [==============================] - 0s 836us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 66/500
113/113 [==============================] - 0s 875us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 67/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 68/500
113/113 [==============================] - 0s 853us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 69/500
113/113 [==============================] - 0s 927us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 70/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 71/500
113/113 [==============================] - 0s 912us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 72/500
113/113 [==============================] - 0s 849us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 73/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 74/500
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 75/500
113/113 [==============================] - 0s 836us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 76/500
113/113 [==============================] - 0s 872us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 77/500
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 78/500
113/113 [==============================] - 0s 932us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 79/500
113/113 [==============================] - 0s 825us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 80/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 81/500
113/113 [==============================] - 0s 948us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 82/500
113/113 [==============================] - 0s 946us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 83/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 84/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 85/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 86/500
113/113 [==============================] - 0s 858us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 87/500
113/113 [==============================] - 0s 961us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 88/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 89/500
113/113 [==============================] - 0s 850us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 90/500
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 91/500
113/113 [==============================] - 0s 849us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 92/500
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 93/500
113/113 [==============================] - 0s 833us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 94/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 95/500
113/113 [==============================] - 0s 873us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 96/500
113/113 [==============================] - 0s 918us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 97/500
113/113 [==============================] - 0s 825us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 98/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 99/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 100/500
113/113 [==============================] - 0s 824us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 101/500
113/113 [==============================] - 0s 872us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 102/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 103/500
113/113 [==============================] - 0s 836us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 104/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 105/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 106/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 107/500
113/113 [==============================] - 0s 901us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 108/500
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 109/500
113/113 [==============================] - 0s 914us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 110/500
113/113 [==============================] - 0s 824us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 111/500
113/113 [==============================] - 0s 852us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 112/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 113/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 114/500
113/113 [==============================] - 0s 837us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 115/500
113/113 [==============================] - 0s 823us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 116/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 117/500
113/113 [==============================] - 0s 825us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 118/500
113/113 [==============================] - 0s 939us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 119/500
113/113 [==============================] - 0s 890us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 120/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 121/500
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 122/500
113/113 [==============================] - 0s 823us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 123/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 124/500
113/113 [==============================] - 0s 848us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 125/500
113/113 [==============================] - 0s 851us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 126/500
113/113 [==============================] - 0s 941us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 127/500
113/113 [==============================] - 0s 924us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 128/500
113/113 [==============================] - 0s 878us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 129/500
113/113 [==============================] - 0s 844us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 130/500
113/113 [==============================] - 0s 881us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 131/500
113/113 [==============================] - 0s 858us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 132/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 133/500
113/113 [==============================] - 0s 860us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 134/500
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 135/500
113/113 [==============================] - 0s 909us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 136/500
113/113 [==============================] - 0s 975us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 137/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 138/500
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 139/500
113/113 [==============================] - 0s 831us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 140/500
113/113 [==============================] - 0s 878us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 141/500
113/113 [==============================] - 0s 867us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 142/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 143/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 144/500
113/113 [==============================] - 0s 824us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 145/500
113/113 [==============================] - 0s 870us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 146/500
113/113 [==============================] - 0s 977us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 147/500
113/113 [==============================] - 0s 897us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 148/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 149/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 150/500
113/113 [==============================] - 0s 880us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 151/500
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 152/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 153/500
113/113 [==============================] - 0s 868us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 154/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 155/500
113/113 [==============================] - 0s 887us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 156/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 157/500
113/113 [==============================] - 0s 888us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 158/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 159/500
113/113 [==============================] - 0s 869us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 160/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 161/500
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 162/500
113/113 [==============================] - 0s 876us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 163/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 164/500
113/113 [==============================] - 0s 875us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 165/500
113/113 [==============================] - 0s 879us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 166/500
113/113 [==============================] - 0s 859us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 167/500
113/113 [==============================] - 0s 906us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 168/500
113/113 [==============================] - 0s 886us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 169/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 170/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 171/500
113/113 [==============================] - 0s 825us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 172/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 173/500
113/113 [==============================] - 0s 836us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 174/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 175/500
113/113 [==============================] - 0s 867us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 176/500
113/113 [==============================] - 0s 888us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 177/500
113/113 [==============================] - 0s 859us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 178/500
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 179/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 180/500
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 181/500
113/113 [==============================] - 0s 855us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 182/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 183/500
113/113 [==============================] - 0s 860us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 184/500
113/113 [==============================] - 0s 858us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 185/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 186/500
113/113 [==============================] - 0s 889us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 187/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 188/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 189/500
113/113 [==============================] - 0s 868us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 190/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 191/500
113/113 [==============================] - 0s 899us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 192/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 193/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 194/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 195/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 196/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 197/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 198/500
113/113 [==============================] - 0s 801us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 199/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 200/500
113/113 [==============================] - 0s 956us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 201/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 202/500
113/113 [==============================] - 0s 987us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 203/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 204/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 205/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 206/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 207/500
113/113 [==============================] - 0s 952us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 208/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 209/500
113/113 [==============================] - 0s 994us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 210/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 211/500
113/113 [==============================] - 0s 947us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 212/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 213/500
113/113 [==============================] - 0s 961us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 214/500
113/113 [==============================] - 0s 924us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 215/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 216/500
113/113 [==============================] - 0s 961us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 217/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 218/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 219/500
113/113 [==============================] - 0s 964us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 220/500
113/113 [==============================] - 0s 809us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 221/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 222/500
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 223/500
113/113 [==============================] - 0s 920us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 224/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 225/500
113/113 [==============================] - 0s 942us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 226/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 227/500
113/113 [==============================] - 0s 872us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 228/500
113/113 [==============================] - 0s 936us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 229/500
113/113 [==============================] - 0s 805us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 230/500
113/113 [==============================] - 0s 907us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 231/500
113/113 [==============================] - 0s 812us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 232/500
113/113 [==============================] - 0s 841us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 233/500
113/113 [==============================] - 0s 972us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 234/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 235/500
113/113 [==============================] - 0s 875us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 236/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 237/500
113/113 [==============================] - 0s 856us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 238/500
113/113 [==============================] - 0s 873us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 239/500
113/113 [==============================] - 0s 873us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 240/500
113/113 [==============================] - 0s 963us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 241/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 242/500
113/113 [==============================] - 0s 850us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 243/500
113/113 [==============================] - 0s 953us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 244/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 245/500
113/113 [==============================] - 0s 985us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 246/500
113/113 [==============================] - 0s 925us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 247/500
113/113 [==============================] - 0s 986us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 248/500
113/113 [==============================] - 0s 990us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 249/500
113/113 [==============================] - 0s 971us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 250/500
113/113 [==============================] - 0s 939us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 251/500
113/113 [==============================] - 0s 940us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 252/500
113/113 [==============================] - 0s 973us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 253/500
113/113 [==============================] - 0s 886us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 254/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 255/500
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 256/500
113/113 [==============================] - 0s 934us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 257/500
113/113 [==============================] - 0s 996us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 258/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 259/500
113/113 [==============================] - 0s 862us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 260/500
113/113 [==============================] - 0s 848us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 261/500
113/113 [==============================] - 0s 905us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 262/500
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 263/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 264/500
113/113 [==============================] - 0s 955us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 265/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 266/500
113/113 [==============================] - 0s 881us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 267/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 268/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 269/500
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 270/500
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 271/500
113/113 [==============================] - 0s 879us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 272/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 273/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 274/500
113/113 [==============================] - 0s 872us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 275/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 276/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 277/500
113/113 [==============================] - 0s 862us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 278/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 279/500
113/113 [==============================] - 0s 947us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 280/500
113/113 [==============================] - 0s 829us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 281/500
113/113 [==============================] - 0s 907us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 282/500
113/113 [==============================] - 0s 875us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 283/500
113/113 [==============================] - 0s 884us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 284/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 285/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 286/500
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 287/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 288/500
113/113 [==============================] - 0s 919us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 289/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 290/500
113/113 [==============================] - 0s 841us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 291/500
113/113 [==============================] - 0s 996us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 292/500
113/113 [==============================] - 0s 946us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 293/500
113/113 [==============================] - 0s 987us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 294/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 295/500
113/113 [==============================] - 0s 984us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 296/500
113/113 [==============================] - 0s 974us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 297/500
113/113 [==============================] - 0s 985us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 298/500
113/113 [==============================] - 0s 982us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 299/500
113/113 [==============================] - 0s 866us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 300/500
113/113 [==============================] - 0s 908us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 301/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 302/500
113/113 [==============================] - 0s 932us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 303/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 304/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 305/500
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 306/500
113/113 [==============================] - 0s 859us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 307/500
113/113 [==============================] - ETA: 0s - loss: 0.5127 - accuracy: 0.79 - 0s 885us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 308/500
113/113 [==============================] - 0s 821us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 309/500
113/113 [==============================] - 0s 868us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 310/500
113/113 [==============================] - 0s 886us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 311/500
113/113 [==============================] - 0s 829us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 312/500
113/113 [==============================] - 0s 915us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 313/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 314/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 315/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 316/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 317/500
113/113 [==============================] - 0s 889us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 318/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 319/500
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 320/500
113/113 [==============================] - 0s 883us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 321/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 322/500
113/113 [==============================] - 0s 876us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 323/500
113/113 [==============================] - 0s 830us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 324/500
113/113 [==============================] - 0s 841us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 325/500
113/113 [==============================] - 0s 869us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 326/500
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 327/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 328/500
113/113 [==============================] - 0s 855us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 329/500
113/113 [==============================] - 0s 849us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 330/500
113/113 [==============================] - 0s 966us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 331/500
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 332/500
113/113 [==============================] - 0s 862us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 333/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 334/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 335/500
113/113 [==============================] - 0s 858us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 336/500
113/113 [==============================] - 0s 837us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 337/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 338/500
113/113 [==============================] - 0s 885us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 339/500
113/113 [==============================] - 0s 831us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 340/500
113/113 [==============================] - 0s 873us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 341/500
113/113 [==============================] - 0s 912us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 342/500
113/113 [==============================] - 0s 853us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 343/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 344/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 345/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 346/500
113/113 [==============================] - 0s 841us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 347/500
113/113 [==============================] - 0s 863us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 348/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 349/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 350/500
113/113 [==============================] - 0s 902us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 351/500
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 352/500
113/113 [==============================] - 0s 864us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 353/500
113/113 [==============================] - 0s 905us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 354/500
113/113 [==============================] - 0s 831us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 355/500
113/113 [==============================] - 0s 855us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 356/500
113/113 [==============================] - 0s 829us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 357/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 358/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 359/500
113/113 [==============================] - 0s 830us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 360/500
113/113 [==============================] - 0s 938us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 361/500
113/113 [==============================] - 0s 829us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 362/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 363/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 364/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 365/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 366/500
113/113 [==============================] - 0s 831us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 367/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 368/500
113/113 [==============================] - 0s 920us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 369/500
113/113 [==============================] - 0s 852us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 370/500
113/113 [==============================] - 0s 910us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 371/500
113/113 [==============================] - 0s 950us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 372/500
113/113 [==============================] - 0s 859us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 373/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 374/500
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 375/500
113/113 [==============================] - 0s 853us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 376/500
113/113 [==============================] - 0s 833us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 377/500
113/113 [==============================] - 0s 837us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 378/500
113/113 [==============================] - 0s 890us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 379/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 380/500
113/113 [==============================] - 0s 977us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 381/500
113/113 [==============================] - 0s 830us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 382/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 383/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 384/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 385/500
113/113 [==============================] - 0s 860us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 386/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 387/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 388/500
113/113 [==============================] - 0s 873us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 389/500
113/113 [==============================] - 0s 830us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 390/500
113/113 [==============================] - 0s 967us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 391/500
113/113 [==============================] - 0s 833us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 392/500
113/113 [==============================] - 0s 831us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 393/500
113/113 [==============================] - 0s 928us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 394/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 395/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 396/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 397/500
113/113 [==============================] - 0s 833us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 398/500
113/113 [==============================] - 0s 886us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 399/500
113/113 [==============================] - 0s 880us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 400/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 401/500
113/113 [==============================] - 0s 857us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 402/500
113/113 [==============================] - 0s 848us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 403/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 404/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 405/500
113/113 [==============================] - 0s 852us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 406/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 407/500
113/113 [==============================] - 0s 827us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 408/500
113/113 [==============================] - 0s 874us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 409/500
113/113 [==============================] - 0s 844us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 410/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 411/500
113/113 [==============================] - 0s 916us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 412/500
113/113 [==============================] - 0s 890us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 413/500
113/113 [==============================] - 0s 998us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 414/500
113/113 [==============================] - 0s 837us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 415/500
113/113 [==============================] - 0s 855us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 416/500
113/113 [==============================] - 0s 841us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 417/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 418/500
113/113 [==============================] - 0s 890us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 419/500
113/113 [==============================] - 0s 957us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 420/500
113/113 [==============================] - 0s 851us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 421/500
113/113 [==============================] - 0s 852us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 422/500
113/113 [==============================] - 0s 871us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 423/500
113/113 [==============================] - 0s 917us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 424/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 425/500
113/113 [==============================] - 0s 927us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 426/500
113/113 [==============================] - 0s 861us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 427/500
113/113 [==============================] - 0s 977us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 428/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 429/500
113/113 [==============================] - 0s 880us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 430/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 431/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 432/500
113/113 [==============================] - 0s 853us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 433/500
113/113 [==============================] - 0s 878us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 434/500
113/113 [==============================] - 0s 845us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 435/500
113/113 [==============================] - 0s 869us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 436/500
113/113 [==============================] - 0s 883us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 437/500
113/113 [==============================] - 0s 865us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 438/500
113/113 [==============================] - 0s 858us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 439/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 440/500
113/113 [==============================] - 0s 940us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 441/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 442/500
113/113 [==============================] - 0s 859us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 443/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 444/500
113/113 [==============================] - 0s 981us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 445/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 446/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 447/500
113/113 [==============================] - 0s 859us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 448/500
113/113 [==============================] - 0s 946us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 449/500
113/113 [==============================] - 0s 833us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 450/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 451/500
113/113 [==============================] - 0s 875us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 452/500
113/113 [==============================] - 0s 875us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 453/500
113/113 [==============================] - 0s 947us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 454/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 455/500
113/113 [==============================] - 0s 873us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 456/500
113/113 [==============================] - 0s 870us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 457/500
113/113 [==============================] - 0s 860us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 458/500
113/113 [==============================] - 0s 933us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 459/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5056 - accuracy: 0.7962
Epoch 460/500
113/113 [==============================] - 0s 796us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 461/500
113/113 [==============================] - 0s 770us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 462/500
113/113 [==============================] - 0s 782us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 463/500
113/113 [==============================] - 0s 771us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 464/500
113/113 [==============================] - 0s 762us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 465/500
113/113 [==============================] - 0s 765us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 466/500
113/113 [==============================] - 0s 766us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 467/500
113/113 [==============================] - 0s 818us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 468/500
113/113 [==============================] - 0s 860us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 469/500
113/113 [==============================] - 0s 922us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 470/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 471/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 472/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 473/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 474/500
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 475/500
113/113 [==============================] - 0s 837us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 476/500
113/113 [==============================] - 0s 833us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 477/500
113/113 [==============================] - 0s 830us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 478/500
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 479/500
113/113 [==============================] - 0s 897us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 480/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 481/500
113/113 [==============================] - 0s 899us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 482/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 483/500
113/113 [==============================] - 0s 854us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 484/500
113/113 [==============================] - 0s 846us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 485/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 486/500
113/113 [==============================] - 0s 830us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 487/500
113/113 [==============================] - 0s 834us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 488/500
113/113 [==============================] - 0s 904us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 489/500
113/113 [==============================] - 0s 909us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 490/500
113/113 [==============================] - 0s 819us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 491/500
113/113 [==============================] - 0s 852us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 492/500
113/113 [==============================] - 0s 874us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 493/500
113/113 [==============================] - 0s 872us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 494/500
113/113 [==============================] - 0s 837us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 495/500
113/113 [==============================] - 0s 832us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 496/500
113/113 [==============================] - 0s 851us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 497/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 498/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 499/500
113/113 [==============================] - 0s 879us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 500/500
113/113 [==============================] - 0s 842us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 1/500
113/113 [==============================] - 0s 847us/step - loss: 0.6644 - accuracy: 0.7950
Epoch 2/500
113/113 [==============================] - 0s 846us/step - loss: 0.5286 - accuracy: 0.7986
Epoch 3/500
113/113 [==============================] - 0s 849us/step - loss: 0.4473 - accuracy: 0.7986
Epoch 4/500
113/113 [==============================] - 0s 859us/step - loss: 0.4366 - accuracy: 0.7986
Epoch 5/500
113/113 [==============================] - 0s 968us/step - loss: 0.4322 - accuracy: 0.7986
Epoch 6/500
113/113 [==============================] - 0s 850us/step - loss: 0.4298 - accuracy: 0.7986
Epoch 7/500
113/113 [==============================] - 0s 854us/step - loss: 0.4283 - accuracy: 0.7986
Epoch 8/500
113/113 [==============================] - 0s 901us/step - loss: 0.4272 - accuracy: 0.7986
Epoch 9/500
113/113 [==============================] - 0s 900us/step - loss: 0.4262 - accuracy: 0.7986
Epoch 10/500
113/113 [==============================] - 0s 807us/step - loss: 0.4256 - accuracy: 0.8010
Epoch 11/500
113/113 [==============================] - 0s 824us/step - loss: 0.4247 - accuracy: 0.8076
Epoch 12/500
113/113 [==============================] - 0s 826us/step - loss: 0.4238 - accuracy: 0.8112
Epoch 13/500
113/113 [==============================] - 0s 803us/step - loss: 0.4228 - accuracy: 0.8126
Epoch 14/500
113/113 [==============================] - 0s 813us/step - loss: 0.4215 - accuracy: 0.8161
Epoch 15/500
113/113 [==============================] - 0s 955us/step - loss: 0.4198 - accuracy: 0.8206
Epoch 16/500
113/113 [==============================] - 0s 811us/step - loss: 0.4180 - accuracy: 0.8246
Epoch 17/500
113/113 [==============================] - 0s 827us/step - loss: 0.4159 - accuracy: 0.8296
Epoch 18/500
113/113 [==============================] - 0s 832us/step - loss: 0.4138 - accuracy: 0.8306
Epoch 19/500
113/113 [==============================] - 0s 841us/step - loss: 0.4121 - accuracy: 0.8328
Epoch 20/500
113/113 [==============================] - 0s 880us/step - loss: 0.4104 - accuracy: 0.8335
Epoch 21/500
113/113 [==============================] - 0s 852us/step - loss: 0.4084 - accuracy: 0.8349
Epoch 22/500
113/113 [==============================] - 0s 844us/step - loss: 0.4069 - accuracy: 0.8367
Epoch 23/500
113/113 [==============================] - 0s 819us/step - loss: 0.4055 - accuracy: 0.8369
Epoch 24/500
113/113 [==============================] - 0s 827us/step - loss: 0.4042 - accuracy: 0.8381
Epoch 25/500
113/113 [==============================] - 0s 876us/step - loss: 0.4024 - accuracy: 0.8386
Epoch 26/500
113/113 [==============================] - 0s 844us/step - loss: 0.4014 - accuracy: 0.8386
Epoch 27/500
113/113 [==============================] - 0s 827us/step - loss: 0.4004 - accuracy: 0.8394
Epoch 28/500
113/113 [==============================] - 0s 833us/step - loss: 0.3994 - accuracy: 0.8403
Epoch 29/500
113/113 [==============================] - 0s 828us/step - loss: 0.3985 - accuracy: 0.8403
Epoch 30/500
113/113 [==============================] - 0s 859us/step - loss: 0.3981 - accuracy: 0.8389
Epoch 31/500
113/113 [==============================] - 0s 825us/step - loss: 0.3974 - accuracy: 0.8418
Epoch 32/500
113/113 [==============================] - 0s 820us/step - loss: 0.3969 - accuracy: 0.8399
Epoch 33/500
113/113 [==============================] - 0s 831us/step - loss: 0.3962 - accuracy: 0.8399
Epoch 34/500
113/113 [==============================] - 0s 814us/step - loss: 0.3954 - accuracy: 0.8418
Epoch 35/500
113/113 [==============================] - 0s 868us/step - loss: 0.3951 - accuracy: 0.8407
Epoch 36/500
113/113 [==============================] - 0s 848us/step - loss: 0.3944 - accuracy: 0.8417
Epoch 37/500
113/113 [==============================] - 0s 841us/step - loss: 0.3939 - accuracy: 0.8401
Epoch 38/500
113/113 [==============================] - 0s 832us/step - loss: 0.3937 - accuracy: 0.8397
Epoch 39/500
113/113 [==============================] - 0s 838us/step - loss: 0.3933 - accuracy: 0.8394
Epoch 40/500
113/113 [==============================] - 0s 846us/step - loss: 0.3928 - accuracy: 0.8399
Epoch 41/500
113/113 [==============================] - 0s 838us/step - loss: 0.3922 - accuracy: 0.8404
Epoch 42/500
113/113 [==============================] - 0s 838us/step - loss: 0.3920 - accuracy: 0.8400
Epoch 43/500
113/113 [==============================] - 0s 826us/step - loss: 0.3917 - accuracy: 0.8393
Epoch 44/500
113/113 [==============================] - 0s 828us/step - loss: 0.3914 - accuracy: 0.8393
Epoch 45/500
113/113 [==============================] - 0s 823us/step - loss: 0.3912 - accuracy: 0.8390
Epoch 46/500
113/113 [==============================] - 0s 942us/step - loss: 0.3907 - accuracy: 0.8397
Epoch 47/500
113/113 [==============================] - 0s 823us/step - loss: 0.3908 - accuracy: 0.8389
Epoch 48/500
113/113 [==============================] - 0s 875us/step - loss: 0.3910 - accuracy: 0.8393
Epoch 49/500
113/113 [==============================] - 0s 834us/step - loss: 0.3902 - accuracy: 0.8388
Epoch 50/500
113/113 [==============================] - 0s 834us/step - loss: 0.3900 - accuracy: 0.8393
Epoch 51/500
113/113 [==============================] - 0s 842us/step - loss: 0.3899 - accuracy: 0.8397
Epoch 52/500
113/113 [==============================] - 0s 837us/step - loss: 0.3897 - accuracy: 0.8401
Epoch 53/500
113/113 [==============================] - 0s 834us/step - loss: 0.3897 - accuracy: 0.8407
Epoch 54/500
113/113 [==============================] - 0s 826us/step - loss: 0.3892 - accuracy: 0.8397
Epoch 55/500
113/113 [==============================] - 0s 842us/step - loss: 0.3889 - accuracy: 0.8393
Epoch 56/500
113/113 [==============================] - 0s 984us/step - loss: 0.3889 - accuracy: 0.8396
Epoch 57/500
113/113 [==============================] - 0s 842us/step - loss: 0.3888 - accuracy: 0.8397
Epoch 58/500
113/113 [==============================] - 0s 827us/step - loss: 0.3885 - accuracy: 0.8410
Epoch 59/500
113/113 [==============================] - 0s 843us/step - loss: 0.3886 - accuracy: 0.8397
Epoch 60/500
113/113 [==============================] - 0s 836us/step - loss: 0.3885 - accuracy: 0.8396
Epoch 61/500
113/113 [==============================] - 0s 847us/step - loss: 0.3888 - accuracy: 0.8400
Epoch 62/500
113/113 [==============================] - 0s 830us/step - loss: 0.3883 - accuracy: 0.8394
Epoch 63/500
113/113 [==============================] - 0s 856us/step - loss: 0.3880 - accuracy: 0.8393
Epoch 64/500
113/113 [==============================] - 0s 852us/step - loss: 0.3883 - accuracy: 0.8388
Epoch 65/500
113/113 [==============================] - 0s 836us/step - loss: 0.3881 - accuracy: 0.8390
Epoch 66/500
113/113 [==============================] - 0s 935us/step - loss: 0.3879 - accuracy: 0.8407
Epoch 67/500
113/113 [==============================] - 0s 842us/step - loss: 0.3879 - accuracy: 0.8394
Epoch 68/500
113/113 [==============================] - 0s 842us/step - loss: 0.3879 - accuracy: 0.8381
Epoch 69/500
113/113 [==============================] - 0s 843us/step - loss: 0.3876 - accuracy: 0.8396
Epoch 70/500
113/113 [==============================] - 0s 835us/step - loss: 0.3877 - accuracy: 0.8390
Epoch 71/500
113/113 [==============================] - 0s 847us/step - loss: 0.3877 - accuracy: 0.8394
Epoch 72/500
113/113 [==============================] - 0s 835us/step - loss: 0.3876 - accuracy: 0.8393
Epoch 73/500
113/113 [==============================] - 0s 845us/step - loss: 0.3875 - accuracy: 0.8410
Epoch 74/500
113/113 [==============================] - 0s 830us/step - loss: 0.3875 - accuracy: 0.8401
Epoch 75/500
113/113 [==============================] - 0s 834us/step - loss: 0.3875 - accuracy: 0.8396
Epoch 76/500
113/113 [==============================] - 0s 944us/step - loss: 0.3874 - accuracy: 0.8406
Epoch 77/500
113/113 [==============================] - 0s 886us/step - loss: 0.3872 - accuracy: 0.8410
Epoch 78/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8421
Epoch 79/500
113/113 [==============================] - 0s 831us/step - loss: 0.3867 - accuracy: 0.8422
Epoch 80/500
113/113 [==============================] - 0s 849us/step - loss: 0.3867 - accuracy: 0.8431
Epoch 81/500
113/113 [==============================] - 0s 850us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 82/500
113/113 [==============================] - 0s 842us/step - loss: 0.3868 - accuracy: 0.8435
Epoch 83/500
113/113 [==============================] - 0s 896us/step - loss: 0.3865 - accuracy: 0.8429
Epoch 84/500
113/113 [==============================] - 0s 829us/step - loss: 0.3863 - accuracy: 0.8435
Epoch 85/500
113/113 [==============================] - 0s 882us/step - loss: 0.3860 - accuracy: 0.8429
Epoch 86/500
113/113 [==============================] - 0s 881us/step - loss: 0.3862 - accuracy: 0.8431
Epoch 87/500
113/113 [==============================] - 0s 846us/step - loss: 0.3860 - accuracy: 0.8429
Epoch 88/500
113/113 [==============================] - 0s 879us/step - loss: 0.3857 - accuracy: 0.8435
Epoch 89/500
113/113 [==============================] - 0s 863us/step - loss: 0.3854 - accuracy: 0.8438
Epoch 90/500
113/113 [==============================] - 0s 880us/step - loss: 0.3853 - accuracy: 0.8444
Epoch 91/500
113/113 [==============================] - 0s 908us/step - loss: 0.3853 - accuracy: 0.8424
Epoch 92/500
113/113 [==============================] - 0s 835us/step - loss: 0.3851 - accuracy: 0.8450
Epoch 93/500
113/113 [==============================] - 0s 875us/step - loss: 0.3850 - accuracy: 0.8451
Epoch 94/500
113/113 [==============================] - 0s 851us/step - loss: 0.3849 - accuracy: 0.8450
Epoch 95/500
113/113 [==============================] - 0s 876us/step - loss: 0.3845 - accuracy: 0.8450
Epoch 96/500
113/113 [==============================] - 0s 882us/step - loss: 0.3840 - accuracy: 0.8451
Epoch 97/500
113/113 [==============================] - 0s 840us/step - loss: 0.3842 - accuracy: 0.8438
Epoch 98/500
113/113 [==============================] - 0s 944us/step - loss: 0.3840 - accuracy: 0.8461
Epoch 99/500
113/113 [==============================] - 0s 845us/step - loss: 0.3837 - accuracy: 0.8456
Epoch 100/500
113/113 [==============================] - 0s 860us/step - loss: 0.3837 - accuracy: 0.8451
Epoch 101/500
113/113 [==============================] - 0s 867us/step - loss: 0.3835 - accuracy: 0.8458
Epoch 102/500
113/113 [==============================] - 0s 851us/step - loss: 0.3830 - accuracy: 0.8450
Epoch 103/500
113/113 [==============================] - 0s 875us/step - loss: 0.3823 - accuracy: 0.8432
Epoch 104/500
113/113 [==============================] - 0s 831us/step - loss: 0.3815 - accuracy: 0.8440
Epoch 105/500
113/113 [==============================] - 0s 924us/step - loss: 0.3807 - accuracy: 0.8431
Epoch 106/500
113/113 [==============================] - 0s 864us/step - loss: 0.3799 - accuracy: 0.8440
Epoch 107/500
113/113 [==============================] - 0s 825us/step - loss: 0.3794 - accuracy: 0.8435
Epoch 108/500
113/113 [==============================] - 0s 877us/step - loss: 0.3788 - accuracy: 0.8435
Epoch 109/500
113/113 [==============================] - 0s 830us/step - loss: 0.3779 - accuracy: 0.8438
Epoch 110/500
113/113 [==============================] - 0s 863us/step - loss: 0.3777 - accuracy: 0.8432
Epoch 111/500
113/113 [==============================] - 0s 842us/step - loss: 0.3771 - accuracy: 0.8428
Epoch 112/500
113/113 [==============================] - 0s 836us/step - loss: 0.3764 - accuracy: 0.8440
Epoch 113/500
113/113 [==============================] - 0s 876us/step - loss: 0.3763 - accuracy: 0.8418
Epoch 114/500
113/113 [==============================] - 0s 858us/step - loss: 0.3761 - accuracy: 0.8428
Epoch 115/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3758 - accuracy: 0.8421
Epoch 116/500
113/113 [==============================] - 0s 857us/step - loss: 0.3751 - accuracy: 0.8418
Epoch 117/500
113/113 [==============================] - 0s 824us/step - loss: 0.3747 - accuracy: 0.8400
Epoch 118/500
113/113 [==============================] - 0s 870us/step - loss: 0.3742 - accuracy: 0.8415
Epoch 119/500
113/113 [==============================] - 0s 823us/step - loss: 0.3734 - accuracy: 0.8415
Epoch 120/500
113/113 [==============================] - 0s 858us/step - loss: 0.3731 - accuracy: 0.8419
Epoch 121/500
113/113 [==============================] - 0s 833us/step - loss: 0.3725 - accuracy: 0.8419
Epoch 122/500
113/113 [==============================] - 0s 841us/step - loss: 0.3716 - accuracy: 0.8415
Epoch 123/500
113/113 [==============================] - 0s 872us/step - loss: 0.3712 - accuracy: 0.8408
Epoch 124/500
113/113 [==============================] - 0s 846us/step - loss: 0.3705 - accuracy: 0.8406
Epoch 125/500
113/113 [==============================] - 0s 980us/step - loss: 0.3699 - accuracy: 0.8426
Epoch 126/500
113/113 [==============================] - 0s 839us/step - loss: 0.3690 - accuracy: 0.8422
Epoch 127/500
113/113 [==============================] - 0s 854us/step - loss: 0.3683 - accuracy: 0.8421
Epoch 128/500
113/113 [==============================] - 0s 872us/step - loss: 0.3677 - accuracy: 0.8433
Epoch 129/500
113/113 [==============================] - 0s 857us/step - loss: 0.3665 - accuracy: 0.8426
Epoch 130/500
113/113 [==============================] - 0s 865us/step - loss: 0.3659 - accuracy: 0.8419
Epoch 131/500
113/113 [==============================] - 0s 832us/step - loss: 0.3647 - accuracy: 0.8429
Epoch 132/500
113/113 [==============================] - 0s 859us/step - loss: 0.3637 - accuracy: 0.8435
Epoch 133/500
113/113 [==============================] - 0s 935us/step - loss: 0.3632 - accuracy: 0.8436
Epoch 134/500
113/113 [==============================] - 0s 849us/step - loss: 0.3616 - accuracy: 0.8476
Epoch 135/500
113/113 [==============================] - 0s 856us/step - loss: 0.3614 - accuracy: 0.8472
Epoch 136/500
113/113 [==============================] - 0s 912us/step - loss: 0.3606 - accuracy: 0.8476
Epoch 137/500
113/113 [==============================] - 0s 862us/step - loss: 0.3593 - accuracy: 0.8493
Epoch 138/500
113/113 [==============================] - 0s 918us/step - loss: 0.3586 - accuracy: 0.8486
Epoch 139/500
113/113 [==============================] - 0s 842us/step - loss: 0.3576 - accuracy: 0.8506
Epoch 140/500
113/113 [==============================] - 0s 859us/step - loss: 0.3568 - accuracy: 0.8501
Epoch 141/500
113/113 [==============================] - 0s 840us/step - loss: 0.3557 - accuracy: 0.8521
Epoch 142/500
113/113 [==============================] - 0s 842us/step - loss: 0.3556 - accuracy: 0.8518
Epoch 143/500
113/113 [==============================] - 0s 967us/step - loss: 0.3546 - accuracy: 0.8540
Epoch 144/500
113/113 [==============================] - 0s 827us/step - loss: 0.3533 - accuracy: 0.8535
Epoch 145/500
113/113 [==============================] - 0s 867us/step - loss: 0.3530 - accuracy: 0.8539
Epoch 146/500
113/113 [==============================] - 0s 848us/step - loss: 0.3522 - accuracy: 0.8571
Epoch 147/500
113/113 [==============================] - 0s 873us/step - loss: 0.3521 - accuracy: 0.8572
Epoch 148/500
113/113 [==============================] - 0s 882us/step - loss: 0.3512 - accuracy: 0.8572
Epoch 149/500
113/113 [==============================] - 0s 831us/step - loss: 0.3505 - accuracy: 0.8589
Epoch 150/500
113/113 [==============================] - 0s 867us/step - loss: 0.3507 - accuracy: 0.8589
Epoch 151/500
113/113 [==============================] - 0s 843us/step - loss: 0.3502 - accuracy: 0.8583
Epoch 152/500
113/113 [==============================] - 0s 868us/step - loss: 0.3495 - accuracy: 0.8578
Epoch 153/500
113/113 [==============================] - 0s 962us/step - loss: 0.3489 - accuracy: 0.8574
Epoch 154/500
113/113 [==============================] - 0s 968us/step - loss: 0.3486 - accuracy: 0.8594
Epoch 155/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3482 - accuracy: 0.8615
Epoch 156/500
113/113 [==============================] - 0s 971us/step - loss: 0.3475 - accuracy: 0.8610
Epoch 157/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3475 - accuracy: 0.8608
Epoch 158/500
113/113 [==============================] - 0s 917us/step - loss: 0.3461 - accuracy: 0.8615
Epoch 159/500
113/113 [==============================] - 0s 929us/step - loss: 0.3469 - accuracy: 0.8611
Epoch 160/500
113/113 [==============================] - 0s 897us/step - loss: 0.3463 - accuracy: 0.8640
Epoch 161/500
113/113 [==============================] - 0s 935us/step - loss: 0.3457 - accuracy: 0.8619
Epoch 162/500
113/113 [==============================] - 0s 946us/step - loss: 0.3460 - accuracy: 0.8639
Epoch 163/500
113/113 [==============================] - 0s 894us/step - loss: 0.3456 - accuracy: 0.8619
Epoch 164/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3448 - accuracy: 0.8635
Epoch 165/500
113/113 [==============================] - 0s 897us/step - loss: 0.3449 - accuracy: 0.8631
Epoch 166/500
113/113 [==============================] - 0s 964us/step - loss: 0.3446 - accuracy: 0.8642
Epoch 167/500
113/113 [==============================] - 0s 889us/step - loss: 0.3445 - accuracy: 0.8631
Epoch 168/500
113/113 [==============================] - 0s 895us/step - loss: 0.3441 - accuracy: 0.8643
Epoch 169/500
113/113 [==============================] - 0s 943us/step - loss: 0.3432 - accuracy: 0.8647
Epoch 170/500
113/113 [==============================] - 0s 954us/step - loss: 0.3435 - accuracy: 0.8643
Epoch 171/500
113/113 [==============================] - 0s 928us/step - loss: 0.3436 - accuracy: 0.8643
Epoch 172/500
113/113 [==============================] - 0s 880us/step - loss: 0.3430 - accuracy: 0.8644
Epoch 173/500
113/113 [==============================] - 0s 971us/step - loss: 0.3427 - accuracy: 0.8626
Epoch 174/500
113/113 [==============================] - 0s 860us/step - loss: 0.3427 - accuracy: 0.8653
Epoch 175/500
113/113 [==============================] - 0s 861us/step - loss: 0.3415 - accuracy: 0.8644
Epoch 176/500
113/113 [==============================] - 0s 910us/step - loss: 0.3415 - accuracy: 0.8653
Epoch 177/500
113/113 [==============================] - 0s 830us/step - loss: 0.3412 - accuracy: 0.8656
Epoch 178/500
113/113 [==============================] - 0s 879us/step - loss: 0.3412 - accuracy: 0.8650
Epoch 179/500
113/113 [==============================] - 0s 853us/step - loss: 0.3408 - accuracy: 0.8661
Epoch 180/500
113/113 [==============================] - 0s 856us/step - loss: 0.3408 - accuracy: 0.8647
Epoch 181/500
113/113 [==============================] - 0s 892us/step - loss: 0.3407 - accuracy: 0.8640
Epoch 182/500
113/113 [==============================] - 0s 833us/step - loss: 0.3408 - accuracy: 0.8646
Epoch 183/500
113/113 [==============================] - 0s 909us/step - loss: 0.3404 - accuracy: 0.8651
Epoch 184/500
113/113 [==============================] - 0s 923us/step - loss: 0.3399 - accuracy: 0.86430s - loss: 0.3352 - accuracy: 0.
Epoch 185/500
113/113 [==============================] - 0s 846us/step - loss: 0.3397 - accuracy: 0.8646
Epoch 186/500
113/113 [==============================] - 0s 904us/step - loss: 0.3394 - accuracy: 0.8657
Epoch 187/500
113/113 [==============================] - 0s 837us/step - loss: 0.3398 - accuracy: 0.8661
Epoch 188/500
113/113 [==============================] - 0s 866us/step - loss: 0.3389 - accuracy: 0.8656
Epoch 189/500
113/113 [==============================] - 0s 843us/step - loss: 0.3393 - accuracy: 0.8643
Epoch 190/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3392 - accuracy: 0.8657
Epoch 191/500
113/113 [==============================] - 0s 885us/step - loss: 0.3387 - accuracy: 0.8649
Epoch 192/500
113/113 [==============================] - 0s 840us/step - loss: 0.3390 - accuracy: 0.8675
Epoch 193/500
113/113 [==============================] - 0s 976us/step - loss: 0.3388 - accuracy: 0.8647
Epoch 194/500
113/113 [==============================] - 0s 841us/step - loss: 0.3386 - accuracy: 0.8654
Epoch 195/500
113/113 [==============================] - 0s 868us/step - loss: 0.3384 - accuracy: 0.8658
Epoch 196/500
113/113 [==============================] - 0s 839us/step - loss: 0.3381 - accuracy: 0.8658
Epoch 197/500
113/113 [==============================] - 0s 832us/step - loss: 0.3382 - accuracy: 0.8643
Epoch 198/500
113/113 [==============================] - 0s 858us/step - loss: 0.3376 - accuracy: 0.8649
Epoch 199/500
113/113 [==============================] - 0s 826us/step - loss: 0.3372 - accuracy: 0.8656
Epoch 200/500
113/113 [==============================] - 0s 872us/step - loss: 0.3377 - accuracy: 0.8651
Epoch 201/500
113/113 [==============================] - 0s 839us/step - loss: 0.3372 - accuracy: 0.8644
Epoch 202/500
113/113 [==============================] - 0s 852us/step - loss: 0.3371 - accuracy: 0.8639
Epoch 203/500
113/113 [==============================] - 0s 955us/step - loss: 0.3372 - accuracy: 0.8642
Epoch 204/500
113/113 [==============================] - 0s 834us/step - loss: 0.3370 - accuracy: 0.8644
Epoch 205/500
113/113 [==============================] - 0s 876us/step - loss: 0.3368 - accuracy: 0.8653
Epoch 206/500
113/113 [==============================] - 0s 850us/step - loss: 0.3368 - accuracy: 0.8653
Epoch 207/500
113/113 [==============================] - 0s 842us/step - loss: 0.3373 - accuracy: 0.8643
Epoch 208/500
113/113 [==============================] - 0s 941us/step - loss: 0.3376 - accuracy: 0.8639
Epoch 209/500
113/113 [==============================] - 0s 833us/step - loss: 0.3363 - accuracy: 0.8657
Epoch 210/500
113/113 [==============================] - 0s 911us/step - loss: 0.3367 - accuracy: 0.8660
Epoch 211/500
113/113 [==============================] - 0s 817us/step - loss: 0.3361 - accuracy: 0.8665
Epoch 212/500
113/113 [==============================] - 0s 841us/step - loss: 0.3360 - accuracy: 0.8658
Epoch 213/500
113/113 [==============================] - 0s 994us/step - loss: 0.3375 - accuracy: 0.8657
Epoch 214/500
113/113 [==============================] - 0s 841us/step - loss: 0.3361 - accuracy: 0.8646
Epoch 215/500
113/113 [==============================] - 0s 911us/step - loss: 0.3360 - accuracy: 0.8654
Epoch 216/500
113/113 [==============================] - 0s 848us/step - loss: 0.3360 - accuracy: 0.8660
Epoch 217/500
113/113 [==============================] - 0s 878us/step - loss: 0.3363 - accuracy: 0.8656
Epoch 218/500
113/113 [==============================] - 0s 842us/step - loss: 0.3357 - accuracy: 0.8664
Epoch 219/500
113/113 [==============================] - 0s 845us/step - loss: 0.3349 - accuracy: 0.8650
Epoch 220/500
113/113 [==============================] - 0s 878us/step - loss: 0.3355 - accuracy: 0.8661
Epoch 221/500
113/113 [==============================] - 0s 842us/step - loss: 0.3355 - accuracy: 0.8664
Epoch 222/500
113/113 [==============================] - 0s 861us/step - loss: 0.3351 - accuracy: 0.8671
Epoch 223/500
113/113 [==============================] - 0s 874us/step - loss: 0.3353 - accuracy: 0.8636
Epoch 224/500
113/113 [==============================] - 0s 838us/step - loss: 0.3350 - accuracy: 0.8656
Epoch 225/500
113/113 [==============================] - 0s 875us/step - loss: 0.3349 - accuracy: 0.8657
Epoch 226/500
113/113 [==============================] - 0s 853us/step - loss: 0.3350 - accuracy: 0.8661
Epoch 227/500
113/113 [==============================] - 0s 865us/step - loss: 0.3347 - accuracy: 0.8668
Epoch 228/500
113/113 [==============================] - 0s 847us/step - loss: 0.3343 - accuracy: 0.8654
Epoch 229/500
113/113 [==============================] - 0s 853us/step - loss: 0.3347 - accuracy: 0.8658
Epoch 230/500
113/113 [==============================] - 0s 935us/step - loss: 0.3342 - accuracy: 0.8667
Epoch 231/500
113/113 [==============================] - 0s 881us/step - loss: 0.3340 - accuracy: 0.8658
Epoch 232/500
113/113 [==============================] - 0s 933us/step - loss: 0.3346 - accuracy: 0.8661
Epoch 233/500
113/113 [==============================] - 0s 853us/step - loss: 0.3345 - accuracy: 0.8643
Epoch 234/500
113/113 [==============================] - 0s 836us/step - loss: 0.3340 - accuracy: 0.8669
Epoch 235/500
113/113 [==============================] - 0s 875us/step - loss: 0.3340 - accuracy: 0.8651
Epoch 236/500
113/113 [==============================] - 0s 848us/step - loss: 0.3335 - accuracy: 0.8686
Epoch 237/500
113/113 [==============================] - 0s 948us/step - loss: 0.3337 - accuracy: 0.8660
Epoch 238/500
113/113 [==============================] - 0s 880us/step - loss: 0.3337 - accuracy: 0.8657
Epoch 239/500
113/113 [==============================] - 0s 836us/step - loss: 0.3332 - accuracy: 0.8665
Epoch 240/500
113/113 [==============================] - 0s 903us/step - loss: 0.3333 - accuracy: 0.8667
Epoch 241/500
113/113 [==============================] - 0s 823us/step - loss: 0.3335 - accuracy: 0.8668
Epoch 242/500
113/113 [==============================] - 0s 998us/step - loss: 0.3330 - accuracy: 0.8660
Epoch 243/500
113/113 [==============================] - 0s 833us/step - loss: 0.3331 - accuracy: 0.8665
Epoch 244/500
113/113 [==============================] - 0s 883us/step - loss: 0.3329 - accuracy: 0.8665
Epoch 245/500
113/113 [==============================] - 0s 881us/step - loss: 0.3333 - accuracy: 0.8660
Epoch 246/500
113/113 [==============================] - 0s 838us/step - loss: 0.3330 - accuracy: 0.8660
Epoch 247/500
113/113 [==============================] - 0s 885us/step - loss: 0.3331 - accuracy: 0.8668
Epoch 248/500
113/113 [==============================] - 0s 843us/step - loss: 0.3325 - accuracy: 0.8665
Epoch 249/500
113/113 [==============================] - 0s 848us/step - loss: 0.3328 - accuracy: 0.8656
Epoch 250/500
113/113 [==============================] - 0s 991us/step - loss: 0.3326 - accuracy: 0.8672
Epoch 251/500
113/113 [==============================] - 0s 826us/step - loss: 0.3322 - accuracy: 0.8662
Epoch 252/500
113/113 [==============================] - 0s 867us/step - loss: 0.3332 - accuracy: 0.8671
Epoch 253/500
113/113 [==============================] - 0s 859us/step - loss: 0.3325 - accuracy: 0.8667
Epoch 254/500
113/113 [==============================] - 0s 860us/step - loss: 0.3328 - accuracy: 0.8671
Epoch 255/500
113/113 [==============================] - 0s 904us/step - loss: 0.3321 - accuracy: 0.8682
Epoch 256/500
113/113 [==============================] - 0s 910us/step - loss: 0.3325 - accuracy: 0.8651
Epoch 257/500
113/113 [==============================] - 0s 890us/step - loss: 0.3323 - accuracy: 0.8662
Epoch 258/500
113/113 [==============================] - 0s 856us/step - loss: 0.3316 - accuracy: 0.8664
Epoch 259/500
113/113 [==============================] - 0s 898us/step - loss: 0.3320 - accuracy: 0.8664
Epoch 260/500
113/113 [==============================] - 0s 921us/step - loss: 0.3316 - accuracy: 0.8668
Epoch 261/500
113/113 [==============================] - 0s 951us/step - loss: 0.3318 - accuracy: 0.8662
Epoch 262/500
113/113 [==============================] - 0s 865us/step - loss: 0.3317 - accuracy: 0.8654
Epoch 263/500
113/113 [==============================] - 0s 949us/step - loss: 0.3316 - accuracy: 0.8672
Epoch 264/500
113/113 [==============================] - 0s 861us/step - loss: 0.3324 - accuracy: 0.8675
Epoch 265/500
113/113 [==============================] - 0s 839us/step - loss: 0.3314 - accuracy: 0.8664
Epoch 266/500
113/113 [==============================] - 0s 836us/step - loss: 0.3312 - accuracy: 0.8651
Epoch 267/500
113/113 [==============================] - 0s 866us/step - loss: 0.3325 - accuracy: 0.8654
Epoch 268/500
113/113 [==============================] - 0s 834us/step - loss: 0.3314 - accuracy: 0.8657
Epoch 269/500
113/113 [==============================] - 0s 864us/step - loss: 0.3320 - accuracy: 0.8662
Epoch 270/500
113/113 [==============================] - 0s 864us/step - loss: 0.3310 - accuracy: 0.8664
Epoch 271/500
113/113 [==============================] - 0s 833us/step - loss: 0.3310 - accuracy: 0.8665
Epoch 272/500
113/113 [==============================] - 0s 903us/step - loss: 0.3314 - accuracy: 0.8650
Epoch 273/500
113/113 [==============================] - 0s 836us/step - loss: 0.3310 - accuracy: 0.8665
Epoch 274/500
113/113 [==============================] - 0s 863us/step - loss: 0.3312 - accuracy: 0.8660
Epoch 275/500
113/113 [==============================] - 0s 852us/step - loss: 0.3311 - accuracy: 0.8662
Epoch 276/500
113/113 [==============================] - 0s 839us/step - loss: 0.3308 - accuracy: 0.8660
Epoch 277/500
113/113 [==============================] - 0s 858us/step - loss: 0.3309 - accuracy: 0.8662
Epoch 278/500
113/113 [==============================] - 0s 831us/step - loss: 0.3319 - accuracy: 0.8635
Epoch 279/500
113/113 [==============================] - 0s 842us/step - loss: 0.3304 - accuracy: 0.8656
Epoch 280/500
113/113 [==============================] - 0s 860us/step - loss: 0.3313 - accuracy: 0.8656
Epoch 281/500
113/113 [==============================] - 0s 845us/step - loss: 0.3306 - accuracy: 0.8635
Epoch 282/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3306 - accuracy: 0.8665
Epoch 283/500
113/113 [==============================] - 0s 840us/step - loss: 0.3306 - accuracy: 0.8649
Epoch 284/500
113/113 [==============================] - 0s 902us/step - loss: 0.3306 - accuracy: 0.8646
Epoch 285/500
113/113 [==============================] - 0s 873us/step - loss: 0.3305 - accuracy: 0.8649
Epoch 286/500
113/113 [==============================] - 0s 840us/step - loss: 0.3302 - accuracy: 0.8661
Epoch 287/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8658
Epoch 288/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3304 - accuracy: 0.8650
Epoch 289/500
113/113 [==============================] - 0s 875us/step - loss: 0.3309 - accuracy: 0.8649
Epoch 290/500
113/113 [==============================] - 0s 861us/step - loss: 0.3300 - accuracy: 0.8653
Epoch 291/500
113/113 [==============================] - 0s 981us/step - loss: 0.3299 - accuracy: 0.8654
Epoch 292/500
113/113 [==============================] - 0s 852us/step - loss: 0.3301 - accuracy: 0.8656
Epoch 293/500
113/113 [==============================] - 0s 837us/step - loss: 0.3305 - accuracy: 0.8647
Epoch 294/500
113/113 [==============================] - 0s 906us/step - loss: 0.3299 - accuracy: 0.8662
Epoch 295/500
113/113 [==============================] - 0s 834us/step - loss: 0.3302 - accuracy: 0.8649
Epoch 296/500
113/113 [==============================] - 0s 868us/step - loss: 0.3299 - accuracy: 0.8667
Epoch 297/500
113/113 [==============================] - 0s 844us/step - loss: 0.3301 - accuracy: 0.8643
Epoch 298/500
113/113 [==============================] - 0s 997us/step - loss: 0.3299 - accuracy: 0.8646
Epoch 299/500
113/113 [==============================] - 0s 910us/step - loss: 0.3293 - accuracy: 0.8657
Epoch 300/500
113/113 [==============================] - 0s 829us/step - loss: 0.3294 - accuracy: 0.8658
Epoch 301/500
113/113 [==============================] - 0s 866us/step - loss: 0.3302 - accuracy: 0.8649
Epoch 302/500
113/113 [==============================] - 0s 861us/step - loss: 0.3297 - accuracy: 0.8658
Epoch 303/500
113/113 [==============================] - 0s 845us/step - loss: 0.3295 - accuracy: 0.8667
Epoch 304/500
113/113 [==============================] - 0s 924us/step - loss: 0.3290 - accuracy: 0.8651
Epoch 305/500
113/113 [==============================] - 0s 880us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 306/500
113/113 [==============================] - 0s 864us/step - loss: 0.3297 - accuracy: 0.8643
Epoch 307/500
113/113 [==============================] - 0s 845us/step - loss: 0.3296 - accuracy: 0.8661
Epoch 308/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3296 - accuracy: 0.8662
Epoch 309/500
113/113 [==============================] - 0s 850us/step - loss: 0.3288 - accuracy: 0.8669
Epoch 310/500
113/113 [==============================] - 0s 846us/step - loss: 0.3292 - accuracy: 0.8651
Epoch 311/500
113/113 [==============================] - 0s 869us/step - loss: 0.3292 - accuracy: 0.8661
Epoch 312/500
113/113 [==============================] - 0s 969us/step - loss: 0.3288 - accuracy: 0.8667
Epoch 313/500
113/113 [==============================] - 0s 885us/step - loss: 0.3292 - accuracy: 0.8662
Epoch 314/500
113/113 [==============================] - 0s 856us/step - loss: 0.3292 - accuracy: 0.8665
Epoch 315/500
113/113 [==============================] - 0s 835us/step - loss: 0.3291 - accuracy: 0.8658
Epoch 316/500
113/113 [==============================] - 0s 859us/step - loss: 0.3293 - accuracy: 0.8656
Epoch 317/500
113/113 [==============================] - 0s 835us/step - loss: 0.3294 - accuracy: 0.8654
Epoch 318/500
113/113 [==============================] - 0s 876us/step - loss: 0.3288 - accuracy: 0.8651
Epoch 319/500
113/113 [==============================] - 0s 896us/step - loss: 0.3290 - accuracy: 0.8650
Epoch 320/500
113/113 [==============================] - 0s 829us/step - loss: 0.3289 - accuracy: 0.8643
Epoch 321/500
113/113 [==============================] - 0s 867us/step - loss: 0.3289 - accuracy: 0.8654
Epoch 322/500
113/113 [==============================] - 0s 844us/step - loss: 0.3287 - accuracy: 0.8639
Epoch 323/500
113/113 [==============================] - 0s 884us/step - loss: 0.3286 - accuracy: 0.8657
Epoch 324/500
113/113 [==============================] - 0s 864us/step - loss: 0.3287 - accuracy: 0.8678
Epoch 325/500
113/113 [==============================] - 0s 838us/step - loss: 0.3283 - accuracy: 0.8664
Epoch 326/500
113/113 [==============================] - 0s 858us/step - loss: 0.3285 - accuracy: 0.8660
Epoch 327/500
113/113 [==============================] - 0s 841us/step - loss: 0.3285 - accuracy: 0.8657
Epoch 328/500
113/113 [==============================] - 0s 865us/step - loss: 0.3282 - accuracy: 0.8671
Epoch 329/500
113/113 [==============================] - 0s 861us/step - loss: 0.3290 - accuracy: 0.8643
Epoch 330/500
113/113 [==============================] - 0s 846us/step - loss: 0.3286 - accuracy: 0.8671
Epoch 331/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3283 - accuracy: 0.8657
Epoch 332/500
113/113 [==============================] - 0s 834us/step - loss: 0.3283 - accuracy: 0.8654
Epoch 333/500
113/113 [==============================] - 0s 870us/step - loss: 0.3278 - accuracy: 0.8654
Epoch 334/500
113/113 [==============================] - 0s 859us/step - loss: 0.3285 - accuracy: 0.8654
Epoch 335/500
113/113 [==============================] - 0s 870us/step - loss: 0.3283 - accuracy: 0.8657
Epoch 336/500
113/113 [==============================] - 0s 847us/step - loss: 0.3280 - accuracy: 0.8651
Epoch 337/500
113/113 [==============================] - 0s 858us/step - loss: 0.3276 - accuracy: 0.8671
Epoch 338/500
113/113 [==============================] - 0s 859us/step - loss: 0.3279 - accuracy: 0.8664
Epoch 339/500
113/113 [==============================] - 0s 859us/step - loss: 0.3282 - accuracy: 0.8661
Epoch 340/500
113/113 [==============================] - 0s 941us/step - loss: 0.3276 - accuracy: 0.8668
Epoch 341/500
113/113 [==============================] - 0s 841us/step - loss: 0.3278 - accuracy: 0.8668
Epoch 342/500
113/113 [==============================] - 0s 885us/step - loss: 0.3278 - accuracy: 0.8671
Epoch 343/500
113/113 [==============================] - 0s 875us/step - loss: 0.3278 - accuracy: 0.8658
Epoch 344/500
113/113 [==============================] - 0s 851us/step - loss: 0.3276 - accuracy: 0.8658
Epoch 345/500
113/113 [==============================] - 0s 877us/step - loss: 0.3272 - accuracy: 0.8675
Epoch 346/500
113/113 [==============================] - 0s 838us/step - loss: 0.3278 - accuracy: 0.8669
Epoch 347/500
113/113 [==============================] - 0s 858us/step - loss: 0.3277 - accuracy: 0.8667
Epoch 348/500
113/113 [==============================] - 0s 868us/step - loss: 0.3282 - accuracy: 0.8647
Epoch 349/500
113/113 [==============================] - 0s 849us/step - loss: 0.3280 - accuracy: 0.8667
Epoch 350/500
113/113 [==============================] - 0s 968us/step - loss: 0.3275 - accuracy: 0.8665
Epoch 351/500
113/113 [==============================] - 0s 829us/step - loss: 0.3281 - accuracy: 0.8676
Epoch 352/500
113/113 [==============================] - 0s 840us/step - loss: 0.3274 - accuracy: 0.8653
Epoch 353/500
113/113 [==============================] - 0s 867us/step - loss: 0.3276 - accuracy: 0.8667
Epoch 354/500
113/113 [==============================] - 0s 846us/step - loss: 0.3277 - accuracy: 0.8664
Epoch 355/500
113/113 [==============================] - 0s 872us/step - loss: 0.3279 - accuracy: 0.8643
Epoch 356/500
113/113 [==============================] - 0s 840us/step - loss: 0.3275 - accuracy: 0.8668
Epoch 357/500
113/113 [==============================] - 0s 845us/step - loss: 0.3275 - accuracy: 0.8672
Epoch 358/500
113/113 [==============================] - 0s 863us/step - loss: 0.3278 - accuracy: 0.8661
Epoch 359/500
113/113 [==============================] - 0s 868us/step - loss: 0.3273 - accuracy: 0.8647
Epoch 360/500
113/113 [==============================] - 0s 943us/step - loss: 0.3274 - accuracy: 0.8657
Epoch 361/500
113/113 [==============================] - 0s 838us/step - loss: 0.3269 - accuracy: 0.8671
Epoch 362/500
113/113 [==============================] - 0s 836us/step - loss: 0.3268 - accuracy: 0.8675
Epoch 363/500
113/113 [==============================] - 0s 880us/step - loss: 0.3274 - accuracy: 0.8658
Epoch 364/500
113/113 [==============================] - 0s 862us/step - loss: 0.3276 - accuracy: 0.8654
Epoch 365/500
113/113 [==============================] - 0s 875us/step - loss: 0.3268 - accuracy: 0.8669
Epoch 366/500
113/113 [==============================] - 0s 844us/step - loss: 0.3275 - accuracy: 0.8669
Epoch 367/500
113/113 [==============================] - 0s 860us/step - loss: 0.3275 - accuracy: 0.8671
Epoch 368/500
113/113 [==============================] - 0s 856us/step - loss: 0.3273 - accuracy: 0.8657
Epoch 369/500
113/113 [==============================] - 0s 852us/step - loss: 0.3275 - accuracy: 0.8657
Epoch 370/500
113/113 [==============================] - 0s 951us/step - loss: 0.3269 - accuracy: 0.8665
Epoch 371/500
113/113 [==============================] - 0s 862us/step - loss: 0.3272 - accuracy: 0.8667
Epoch 372/500
113/113 [==============================] - 0s 831us/step - loss: 0.3271 - accuracy: 0.8651
Epoch 373/500
113/113 [==============================] - 0s 862us/step - loss: 0.3273 - accuracy: 0.8656
Epoch 374/500
113/113 [==============================] - 0s 860us/step - loss: 0.3271 - accuracy: 0.8671
Epoch 375/500
113/113 [==============================] - 0s 875us/step - loss: 0.3270 - accuracy: 0.8664
Epoch 376/500
113/113 [==============================] - 0s 835us/step - loss: 0.3272 - accuracy: 0.8672
Epoch 377/500
113/113 [==============================] - 0s 906us/step - loss: 0.3271 - accuracy: 0.8668
Epoch 378/500
113/113 [==============================] - 0s 859us/step - loss: 0.3265 - accuracy: 0.8676
Epoch 379/500
113/113 [==============================] - 0s 847us/step - loss: 0.3270 - accuracy: 0.8649
Epoch 380/500
113/113 [==============================] - 0s 912us/step - loss: 0.3271 - accuracy: 0.8656
Epoch 381/500
113/113 [==============================] - 0s 829us/step - loss: 0.3267 - accuracy: 0.8668
Epoch 382/500
113/113 [==============================] - 0s 864us/step - loss: 0.3266 - accuracy: 0.8668
Epoch 383/500
113/113 [==============================] - 0s 867us/step - loss: 0.3266 - accuracy: 0.8664
Epoch 384/500
113/113 [==============================] - 0s 846us/step - loss: 0.3268 - accuracy: 0.8672
Epoch 385/500
113/113 [==============================] - 0s 908us/step - loss: 0.3269 - accuracy: 0.8667
Epoch 386/500
113/113 [==============================] - 0s 849us/step - loss: 0.3263 - accuracy: 0.8651
Epoch 387/500
113/113 [==============================] - 0s 885us/step - loss: 0.3262 - accuracy: 0.8674
Epoch 388/500
113/113 [==============================] - 0s 872us/step - loss: 0.3271 - accuracy: 0.8676
Epoch 389/500
113/113 [==============================] - 0s 839us/step - loss: 0.3267 - accuracy: 0.8668
Epoch 390/500
113/113 [==============================] - 0s 918us/step - loss: 0.3272 - accuracy: 0.8664
Epoch 391/500
113/113 [==============================] - 0s 829us/step - loss: 0.3264 - accuracy: 0.8640
Epoch 392/500
113/113 [==============================] - 0s 848us/step - loss: 0.3263 - accuracy: 0.8664
Epoch 393/500
113/113 [==============================] - 0s 869us/step - loss: 0.3263 - accuracy: 0.8667
Epoch 394/500
113/113 [==============================] - 0s 852us/step - loss: 0.3266 - accuracy: 0.8646
Epoch 395/500
113/113 [==============================] - 0s 870us/step - loss: 0.3265 - accuracy: 0.8678
Epoch 396/500
113/113 [==============================] - 0s 845us/step - loss: 0.3268 - accuracy: 0.8672
Epoch 397/500
113/113 [==============================] - 0s 860us/step - loss: 0.3266 - accuracy: 0.8669
Epoch 398/500
113/113 [==============================] - 0s 866us/step - loss: 0.3266 - accuracy: 0.8664
Epoch 399/500
113/113 [==============================] - 0s 852us/step - loss: 0.3262 - accuracy: 0.8654
Epoch 400/500
113/113 [==============================] - 0s 918us/step - loss: 0.3265 - accuracy: 0.8661
Epoch 401/500
113/113 [==============================] - 0s 834us/step - loss: 0.3268 - accuracy: 0.8660
Epoch 402/500
113/113 [==============================] - 0s 883us/step - loss: 0.3268 - accuracy: 0.8662
Epoch 403/500
113/113 [==============================] - 0s 888us/step - loss: 0.3265 - accuracy: 0.8665
Epoch 404/500
113/113 [==============================] - 0s 867us/step - loss: 0.3266 - accuracy: 0.8653
Epoch 405/500
113/113 [==============================] - 0s 866us/step - loss: 0.3260 - accuracy: 0.8660
Epoch 406/500
113/113 [==============================] - 0s 848us/step - loss: 0.3262 - accuracy: 0.8672
Epoch 407/500
113/113 [==============================] - 0s 846us/step - loss: 0.3261 - accuracy: 0.8661
Epoch 408/500
113/113 [==============================] - 0s 870us/step - loss: 0.3265 - accuracy: 0.8665
Epoch 409/500
113/113 [==============================] - 0s 900us/step - loss: 0.3262 - accuracy: 0.8679
Epoch 410/500
113/113 [==============================] - 0s 887us/step - loss: 0.3264 - accuracy: 0.8660
Epoch 411/500
113/113 [==============================] - 0s 839us/step - loss: 0.3261 - accuracy: 0.8657
Epoch 412/500
113/113 [==============================] - 0s 838us/step - loss: 0.3261 - accuracy: 0.8671
Epoch 413/500
113/113 [==============================] - 0s 867us/step - loss: 0.3262 - accuracy: 0.8668
Epoch 414/500
113/113 [==============================] - 0s 842us/step - loss: 0.3266 - accuracy: 0.8667
Epoch 415/500
113/113 [==============================] - 0s 872us/step - loss: 0.3256 - accuracy: 0.8687
Epoch 416/500
113/113 [==============================] - 0s 850us/step - loss: 0.3268 - accuracy: 0.8665
Epoch 417/500
113/113 [==============================] - 0s 861us/step - loss: 0.3262 - accuracy: 0.8665
Epoch 418/500
113/113 [==============================] - 0s 870us/step - loss: 0.3260 - accuracy: 0.8674
Epoch 419/500
113/113 [==============================] - 0s 859us/step - loss: 0.3257 - accuracy: 0.8685
Epoch 420/500
113/113 [==============================] - 0s 888us/step - loss: 0.3258 - accuracy: 0.8654
Epoch 421/500
113/113 [==============================] - 0s 876us/step - loss: 0.3267 - accuracy: 0.8671
Epoch 422/500
113/113 [==============================] - 0s 836us/step - loss: 0.3269 - accuracy: 0.8657
Epoch 423/500
113/113 [==============================] - 0s 880us/step - loss: 0.3264 - accuracy: 0.8676
Epoch 424/500
113/113 [==============================] - 0s 855us/step - loss: 0.3263 - accuracy: 0.8658
Epoch 425/500
113/113 [==============================] - 0s 882us/step - loss: 0.3256 - accuracy: 0.8682
Epoch 426/500
113/113 [==============================] - 0s 851us/step - loss: 0.3262 - accuracy: 0.8668
Epoch 427/500
113/113 [==============================] - 0s 921us/step - loss: 0.3269 - accuracy: 0.8657
Epoch 428/500
113/113 [==============================] - 0s 885us/step - loss: 0.3262 - accuracy: 0.8667
Epoch 429/500
113/113 [==============================] - 0s 965us/step - loss: 0.3264 - accuracy: 0.8657
Epoch 430/500
113/113 [==============================] - 0s 871us/step - loss: 0.3260 - accuracy: 0.8664
Epoch 431/500
113/113 [==============================] - 0s 834us/step - loss: 0.3260 - accuracy: 0.8664
Epoch 432/500
113/113 [==============================] - 0s 835us/step - loss: 0.3261 - accuracy: 0.8665
Epoch 433/500
113/113 [==============================] - 0s 934us/step - loss: 0.3255 - accuracy: 0.8662
Epoch 434/500
113/113 [==============================] - 0s 857us/step - loss: 0.3265 - accuracy: 0.8660
Epoch 435/500
113/113 [==============================] - 0s 862us/step - loss: 0.3253 - accuracy: 0.8689
Epoch 436/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3259 - accuracy: 0.8647
Epoch 437/500
113/113 [==============================] - 0s 880us/step - loss: 0.3258 - accuracy: 0.8661
Epoch 438/500
113/113 [==============================] - 0s 833us/step - loss: 0.3259 - accuracy: 0.8657
Epoch 439/500
113/113 [==============================] - 0s 854us/step - loss: 0.3256 - accuracy: 0.8669
Epoch 440/500
113/113 [==============================] - 0s 852us/step - loss: 0.3258 - accuracy: 0.8664
Epoch 441/500
113/113 [==============================] - 0s 846us/step - loss: 0.3263 - accuracy: 0.8664
Epoch 442/500
113/113 [==============================] - 0s 871us/step - loss: 0.3261 - accuracy: 0.8662
Epoch 443/500
113/113 [==============================] - 0s 845us/step - loss: 0.3262 - accuracy: 0.8675
Epoch 444/500
113/113 [==============================] - 0s 855us/step - loss: 0.3263 - accuracy: 0.8675
Epoch 445/500
113/113 [==============================] - 0s 864us/step - loss: 0.3260 - accuracy: 0.8635
Epoch 446/500
113/113 [==============================] - 0s 843us/step - loss: 0.3258 - accuracy: 0.8651
Epoch 447/500
113/113 [==============================] - 0s 884us/step - loss: 0.3262 - accuracy: 0.8664
Epoch 448/500
113/113 [==============================] - 0s 843us/step - loss: 0.3257 - accuracy: 0.8653
Epoch 449/500
113/113 [==============================] - 0s 860us/step - loss: 0.3255 - accuracy: 0.8662
Epoch 450/500
113/113 [==============================] - 0s 863us/step - loss: 0.3259 - accuracy: 0.8658
Epoch 451/500
113/113 [==============================] - 0s 913us/step - loss: 0.3257 - accuracy: 0.8653
Epoch 452/500
113/113 [==============================] - 0s 874us/step - loss: 0.3262 - accuracy: 0.8675
Epoch 453/500
113/113 [==============================] - 0s 849us/step - loss: 0.3258 - accuracy: 0.8658
Epoch 454/500
113/113 [==============================] - 0s 849us/step - loss: 0.3255 - accuracy: 0.8661
Epoch 455/500
113/113 [==============================] - 0s 853us/step - loss: 0.3258 - accuracy: 0.8658
Epoch 456/500
113/113 [==============================] - 0s 837us/step - loss: 0.3260 - accuracy: 0.8667
Epoch 457/500
113/113 [==============================] - 0s 867us/step - loss: 0.3255 - accuracy: 0.8657
Epoch 458/500
113/113 [==============================] - 0s 842us/step - loss: 0.3265 - accuracy: 0.8664
Epoch 459/500
113/113 [==============================] - 0s 876us/step - loss: 0.3261 - accuracy: 0.8647
Epoch 460/500
113/113 [==============================] - 0s 965us/step - loss: 0.3256 - accuracy: 0.8646
Epoch 461/500
113/113 [==============================] - 0s 849us/step - loss: 0.3258 - accuracy: 0.8667
Epoch 462/500
113/113 [==============================] - 0s 868us/step - loss: 0.3260 - accuracy: 0.8662
Epoch 463/500
113/113 [==============================] - 0s 852us/step - loss: 0.3259 - accuracy: 0.8660
Epoch 464/500
113/113 [==============================] - 0s 867us/step - loss: 0.3254 - accuracy: 0.8654
Epoch 465/500
113/113 [==============================] - 0s 874us/step - loss: 0.3252 - accuracy: 0.8671
Epoch 466/500
113/113 [==============================] - 0s 851us/step - loss: 0.3255 - accuracy: 0.8661
Epoch 467/500
113/113 [==============================] - 0s 875us/step - loss: 0.3255 - accuracy: 0.8668
Epoch 468/500
113/113 [==============================] - 0s 844us/step - loss: 0.3257 - accuracy: 0.8661
Epoch 469/500
113/113 [==============================] - 0s 938us/step - loss: 0.3258 - accuracy: 0.8657
Epoch 470/500
113/113 [==============================] - 0s 857us/step - loss: 0.3252 - accuracy: 0.8654
Epoch 471/500
113/113 [==============================] - 0s 829us/step - loss: 0.3260 - accuracy: 0.8656
Epoch 472/500
113/113 [==============================] - 0s 862us/step - loss: 0.3258 - accuracy: 0.8656
Epoch 473/500
113/113 [==============================] - 0s 828us/step - loss: 0.3258 - accuracy: 0.8668
Epoch 474/500
113/113 [==============================] - 0s 848us/step - loss: 0.3253 - accuracy: 0.8661
Epoch 475/500
113/113 [==============================] - 0s 857us/step - loss: 0.3254 - accuracy: 0.8679
Epoch 476/500
113/113 [==============================] - 0s 832us/step - loss: 0.3255 - accuracy: 0.8668
Epoch 477/500
113/113 [==============================] - 0s 872us/step - loss: 0.3254 - accuracy: 0.8651
Epoch 478/500
113/113 [==============================] - 0s 834us/step - loss: 0.3257 - accuracy: 0.8661
Epoch 479/500
113/113 [==============================] - 0s 941us/step - loss: 0.3253 - accuracy: 0.8690
Epoch 480/500
113/113 [==============================] - 0s 855us/step - loss: 0.3256 - accuracy: 0.8650
Epoch 481/500
113/113 [==============================] - 0s 839us/step - loss: 0.3253 - accuracy: 0.8672
Epoch 482/500
113/113 [==============================] - 0s 926us/step - loss: 0.3254 - accuracy: 0.8661
Epoch 483/500
113/113 [==============================] - 0s 834us/step - loss: 0.3259 - accuracy: 0.8657
Epoch 484/500
113/113 [==============================] - 0s 849us/step - loss: 0.3257 - accuracy: 0.8679
Epoch 485/500
113/113 [==============================] - 0s 882us/step - loss: 0.3250 - accuracy: 0.8678
Epoch 486/500
113/113 [==============================] - 0s 843us/step - loss: 0.3253 - accuracy: 0.8675
Epoch 487/500
113/113 [==============================] - 0s 881us/step - loss: 0.3257 - accuracy: 0.8654
Epoch 488/500
113/113 [==============================] - 0s 860us/step - loss: 0.3257 - accuracy: 0.8665
Epoch 489/500
113/113 [==============================] - 0s 922us/step - loss: 0.3255 - accuracy: 0.8636
Epoch 490/500
113/113 [==============================] - 0s 897us/step - loss: 0.3257 - accuracy: 0.8664
Epoch 491/500
113/113 [==============================] - 0s 830us/step - loss: 0.3250 - accuracy: 0.8668
Epoch 492/500
113/113 [==============================] - 0s 877us/step - loss: 0.3255 - accuracy: 0.8661
Epoch 493/500
113/113 [==============================] - 0s 847us/step - loss: 0.3251 - accuracy: 0.8671
Epoch 494/500
113/113 [==============================] - 0s 844us/step - loss: 0.3251 - accuracy: 0.8658
Epoch 495/500
113/113 [==============================] - 0s 863us/step - loss: 0.3250 - accuracy: 0.8675
Epoch 496/500
113/113 [==============================] - 0s 846us/step - loss: 0.3253 - accuracy: 0.8664
Epoch 497/500
113/113 [==============================] - 0s 879us/step - loss: 0.3265 - accuracy: 0.8651
Epoch 498/500
113/113 [==============================] - 0s 836us/step - loss: 0.3251 - accuracy: 0.8647
Epoch 499/500
113/113 [==============================] - 0s 872us/step - loss: 0.3257 - accuracy: 0.8658
Epoch 500/500
113/113 [==============================] - 0s 876us/step - loss: 0.3256 - accuracy: 0.8661
Epoch 1/500
113/113 [==============================] - 0s 878us/step - loss: 0.6699 - accuracy: 0.7958
Epoch 2/500
113/113 [==============================] - 0s 840us/step - loss: 0.5420 - accuracy: 0.7978
Epoch 3/500
113/113 [==============================] - 0s 887us/step - loss: 0.4493 - accuracy: 0.7978
Epoch 4/500
113/113 [==============================] - 0s 853us/step - loss: 0.4381 - accuracy: 0.7978
Epoch 5/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4342 - accuracy: 0.7978
Epoch 6/500
113/113 [==============================] - 0s 897us/step - loss: 0.4319 - accuracy: 0.7978
Epoch 7/500
113/113 [==============================] - 0s 854us/step - loss: 0.4305 - accuracy: 0.7978
Epoch 8/500
113/113 [==============================] - 0s 878us/step - loss: 0.4294 - accuracy: 0.7978
Epoch 9/500
113/113 [==============================] - 0s 882us/step - loss: 0.4286 - accuracy: 0.7978
Epoch 10/500
113/113 [==============================] - 0s 911us/step - loss: 0.4280 - accuracy: 0.7978
Epoch 11/500
113/113 [==============================] - 0s 865us/step - loss: 0.4272 - accuracy: 0.7978
Epoch 12/500
113/113 [==============================] - 0s 957us/step - loss: 0.4265 - accuracy: 0.7978
Epoch 13/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4259 - accuracy: 0.7978
Epoch 14/500
113/113 [==============================] - 0s 822us/step - loss: 0.4250 - accuracy: 0.7978
Epoch 15/500
113/113 [==============================] - 0s 856us/step - loss: 0.4244 - accuracy: 0.7978
Epoch 16/500
113/113 [==============================] - 0s 820us/step - loss: 0.4236 - accuracy: 0.7978
Epoch 17/500
113/113 [==============================] - 0s 837us/step - loss: 0.4228 - accuracy: 0.7978
Epoch 18/500
113/113 [==============================] - 0s 877us/step - loss: 0.4221 - accuracy: 0.7978
Epoch 19/500
113/113 [==============================] - 0s 834us/step - loss: 0.4215 - accuracy: 0.7978
Epoch 20/500
113/113 [==============================] - 0s 833us/step - loss: 0.4211 - accuracy: 0.8089
Epoch 21/500
113/113 [==============================] - 0s 869us/step - loss: 0.4205 - accuracy: 0.8151
Epoch 22/500
113/113 [==============================] - 0s 853us/step - loss: 0.4198 - accuracy: 0.8156
Epoch 23/500
113/113 [==============================] - 0s 874us/step - loss: 0.4190 - accuracy: 0.8182
Epoch 24/500
113/113 [==============================] - 0s 864us/step - loss: 0.4181 - accuracy: 0.8207
Epoch 25/500
113/113 [==============================] - 0s 870us/step - loss: 0.4172 - accuracy: 0.8217
Epoch 26/500
113/113 [==============================] - 0s 917us/step - loss: 0.4163 - accuracy: 0.8226
Epoch 27/500
113/113 [==============================] - 0s 872us/step - loss: 0.4155 - accuracy: 0.8242
Epoch 28/500
113/113 [==============================] - 0s 853us/step - loss: 0.4147 - accuracy: 0.8253
Epoch 29/500
113/113 [==============================] - 0s 858us/step - loss: 0.4138 - accuracy: 0.8271
Epoch 30/500
113/113 [==============================] - 0s 867us/step - loss: 0.4131 - accuracy: 0.8271
Epoch 31/500
113/113 [==============================] - 0s 884us/step - loss: 0.4122 - accuracy: 0.8269
Epoch 32/500
113/113 [==============================] - 0s 827us/step - loss: 0.4113 - accuracy: 0.8282
Epoch 33/500
113/113 [==============================] - 0s 865us/step - loss: 0.4104 - accuracy: 0.8288
Epoch 34/500
113/113 [==============================] - 0s 865us/step - loss: 0.4097 - accuracy: 0.8297
Epoch 35/500
113/113 [==============================] - 0s 878us/step - loss: 0.4090 - accuracy: 0.8315
Epoch 36/500
113/113 [==============================] - 0s 837us/step - loss: 0.4082 - accuracy: 0.8308
Epoch 37/500
113/113 [==============================] - 0s 838us/step - loss: 0.4076 - accuracy: 0.8322
Epoch 38/500
113/113 [==============================] - 0s 865us/step - loss: 0.4068 - accuracy: 0.8322
Epoch 39/500
113/113 [==============================] - 0s 829us/step - loss: 0.4065 - accuracy: 0.8328
Epoch 40/500
113/113 [==============================] - 0s 831us/step - loss: 0.4058 - accuracy: 0.8328
Epoch 41/500
113/113 [==============================] - 0s 856us/step - loss: 0.4053 - accuracy: 0.8346
Epoch 42/500
113/113 [==============================] - 0s 819us/step - loss: 0.4047 - accuracy: 0.8342
Epoch 43/500
113/113 [==============================] - 0s 862us/step - loss: 0.4045 - accuracy: 0.8354
Epoch 44/500
113/113 [==============================] - 0s 846us/step - loss: 0.4040 - accuracy: 0.8361
Epoch 45/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4036 - accuracy: 0.8364
Epoch 46/500
113/113 [==============================] - 0s 883us/step - loss: 0.4033 - accuracy: 0.8351
Epoch 47/500
113/113 [==============================] - 0s 838us/step - loss: 0.4030 - accuracy: 0.8364
Epoch 48/500
113/113 [==============================] - 0s 869us/step - loss: 0.4026 - accuracy: 0.8361
Epoch 49/500
113/113 [==============================] - 0s 828us/step - loss: 0.4021 - accuracy: 0.8364
Epoch 50/500
113/113 [==============================] - 0s 834us/step - loss: 0.4018 - accuracy: 0.8361
Epoch 51/500
113/113 [==============================] - 0s 841us/step - loss: 0.4015 - accuracy: 0.8372
Epoch 52/500
113/113 [==============================] - 0s 831us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 53/500
113/113 [==============================] - 0s 864us/step - loss: 0.4012 - accuracy: 0.8360
Epoch 54/500
113/113 [==============================] - 0s 868us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 55/500
113/113 [==============================] - 0s 831us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 56/500
113/113 [==============================] - 0s 874us/step - loss: 0.4001 - accuracy: 0.8368
Epoch 57/500
113/113 [==============================] - 0s 839us/step - loss: 0.4005 - accuracy: 0.8379
Epoch 58/500
113/113 [==============================] - 0s 854us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 59/500
113/113 [==============================] - 0s 825us/step - loss: 0.3998 - accuracy: 0.8374
Epoch 60/500
113/113 [==============================] - 0s 840us/step - loss: 0.3997 - accuracy: 0.8368
Epoch 61/500
113/113 [==============================] - 0s 873us/step - loss: 0.3996 - accuracy: 0.8374
Epoch 62/500
113/113 [==============================] - 0s 844us/step - loss: 0.3992 - accuracy: 0.8378
Epoch 63/500
113/113 [==============================] - 0s 865us/step - loss: 0.3992 - accuracy: 0.8375
Epoch 64/500
113/113 [==============================] - 0s 849us/step - loss: 0.3989 - accuracy: 0.8371
Epoch 65/500
113/113 [==============================] - 0s 898us/step - loss: 0.3988 - accuracy: 0.8374
Epoch 66/500
113/113 [==============================] - 0s 867us/step - loss: 0.3985 - accuracy: 0.8374
Epoch 67/500
113/113 [==============================] - 0s 826us/step - loss: 0.3984 - accuracy: 0.8371
Epoch 68/500
113/113 [==============================] - 0s 844us/step - loss: 0.3986 - accuracy: 0.8368
Epoch 69/500
113/113 [==============================] - 0s 826us/step - loss: 0.3982 - accuracy: 0.8363
Epoch 70/500
113/113 [==============================] - 0s 823us/step - loss: 0.3983 - accuracy: 0.8371
Epoch 71/500
113/113 [==============================] - 0s 877us/step - loss: 0.3981 - accuracy: 0.8363
Epoch 72/500
113/113 [==============================] - 0s 823us/step - loss: 0.3979 - accuracy: 0.8379
Epoch 73/500
113/113 [==============================] - 0s 851us/step - loss: 0.3978 - accuracy: 0.8364
Epoch 74/500
113/113 [==============================] - 0s 832us/step - loss: 0.3976 - accuracy: 0.8376
Epoch 75/500
113/113 [==============================] - 0s 877us/step - loss: 0.3977 - accuracy: 0.8369
Epoch 76/500
113/113 [==============================] - 0s 922us/step - loss: 0.3974 - accuracy: 0.8374
Epoch 77/500
113/113 [==============================] - 0s 873us/step - loss: 0.3975 - accuracy: 0.8364
Epoch 78/500
113/113 [==============================] - 0s 886us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 79/500
113/113 [==============================] - 0s 832us/step - loss: 0.3972 - accuracy: 0.8369
Epoch 80/500
113/113 [==============================] - 0s 827us/step - loss: 0.3971 - accuracy: 0.8367
Epoch 81/500
113/113 [==============================] - 0s 876us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 82/500
113/113 [==============================] - 0s 829us/step - loss: 0.3970 - accuracy: 0.8369
Epoch 83/500
113/113 [==============================] - 0s 838us/step - loss: 0.3969 - accuracy: 0.8372
Epoch 84/500
113/113 [==============================] - 0s 886us/step - loss: 0.3970 - accuracy: 0.8368
Epoch 85/500
113/113 [==============================] - 0s 854us/step - loss: 0.3968 - accuracy: 0.8369
Epoch 86/500
113/113 [==============================] - 0s 889us/step - loss: 0.3965 - accuracy: 0.8358
Epoch 87/500
113/113 [==============================] - 0s 830us/step - loss: 0.3965 - accuracy: 0.8375
Epoch 88/500
113/113 [==============================] - 0s 883us/step - loss: 0.3964 - accuracy: 0.8367
Epoch 89/500
113/113 [==============================] - 0s 834us/step - loss: 0.3968 - accuracy: 0.8374
Epoch 90/500
113/113 [==============================] - 0s 839us/step - loss: 0.3965 - accuracy: 0.8381
Epoch 91/500
113/113 [==============================] - 0s 3ms/step - loss: 0.3963 - accuracy: 0.8372
Epoch 92/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8375
Epoch 93/500
113/113 [==============================] - ETA: 0s - loss: 0.3969 - accuracy: 0.83 - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8364
Epoch 94/500
113/113 [==============================] - 0s 926us/step - loss: 0.3961 - accuracy: 0.8369
Epoch 95/500
113/113 [==============================] - 0s 863us/step - loss: 0.3961 - accuracy: 0.8379
Epoch 96/500
113/113 [==============================] - 0s 980us/step - loss: 0.3960 - accuracy: 0.8369
Epoch 97/500
113/113 [==============================] - 0s 919us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 98/500
113/113 [==============================] - 0s 917us/step - loss: 0.3959 - accuracy: 0.8371
Epoch 99/500
113/113 [==============================] - 0s 826us/step - loss: 0.3957 - accuracy: 0.8368
Epoch 100/500
113/113 [==============================] - 0s 847us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 101/500
113/113 [==============================] - 0s 851us/step - loss: 0.3956 - accuracy: 0.8369
Epoch 102/500
113/113 [==============================] - 0s 895us/step - loss: 0.3956 - accuracy: 0.8376
Epoch 103/500
113/113 [==============================] - 0s 927us/step - loss: 0.3956 - accuracy: 0.8369
Epoch 104/500
113/113 [==============================] - 0s 825us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 105/500
113/113 [==============================] - 0s 845us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 106/500
113/113 [==============================] - 0s 859us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 107/500
113/113 [==============================] - 0s 832us/step - loss: 0.3952 - accuracy: 0.8378
Epoch 108/500
113/113 [==============================] - 0s 865us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 109/500
113/113 [==============================] - 0s 834us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 110/500
113/113 [==============================] - 0s 841us/step - loss: 0.3951 - accuracy: 0.8372
Epoch 111/500
113/113 [==============================] - 0s 892us/step - loss: 0.3950 - accuracy: 0.8369
Epoch 112/500
113/113 [==============================] - 0s 848us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 113/500
113/113 [==============================] - 0s 860us/step - loss: 0.3949 - accuracy: 0.8365
Epoch 114/500
113/113 [==============================] - 0s 827us/step - loss: 0.3949 - accuracy: 0.8369
Epoch 115/500
113/113 [==============================] - 0s 845us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 116/500
113/113 [==============================] - 0s 855us/step - loss: 0.3949 - accuracy: 0.8386
Epoch 117/500
113/113 [==============================] - 0s 834us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 118/500
113/113 [==============================] - 0s 857us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 119/500
113/113 [==============================] - 0s 857us/step - loss: 0.3944 - accuracy: 0.8361
Epoch 120/500
113/113 [==============================] - 0s 843us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 121/500
113/113 [==============================] - 0s 852us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 122/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3943 - accuracy: 0.8365: 0s - loss: 0.3915 - accuracy: 0.
Epoch 123/500
113/113 [==============================] - 0s 911us/step - loss: 0.3946 - accuracy: 0.8367
Epoch 124/500
113/113 [==============================] - 0s 927us/step - loss: 0.3943 - accuracy: 0.8378
Epoch 125/500
113/113 [==============================] - 0s 924us/step - loss: 0.3943 - accuracy: 0.8367
Epoch 126/500
113/113 [==============================] - 0s 902us/step - loss: 0.3941 - accuracy: 0.8367
Epoch 127/500
113/113 [==============================] - 0s 856us/step - loss: 0.3940 - accuracy: 0.8372
Epoch 128/500
113/113 [==============================] - 0s 829us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 129/500
113/113 [==============================] - 0s 872us/step - loss: 0.3940 - accuracy: 0.8375
Epoch 130/500
113/113 [==============================] - 0s 835us/step - loss: 0.3941 - accuracy: 0.8364
Epoch 131/500
113/113 [==============================] - 0s 913us/step - loss: 0.3938 - accuracy: 0.8368
Epoch 132/500
113/113 [==============================] - 0s 918us/step - loss: 0.3939 - accuracy: 0.8372
Epoch 133/500
113/113 [==============================] - 0s 843us/step - loss: 0.3938 - accuracy: 0.8383
Epoch 134/500
113/113 [==============================] - 0s 875us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 135/500
113/113 [==============================] - 0s 833us/step - loss: 0.3936 - accuracy: 0.8376
Epoch 136/500
113/113 [==============================] - 0s 833us/step - loss: 0.3938 - accuracy: 0.8375
Epoch 137/500
113/113 [==============================] - 0s 860us/step - loss: 0.3938 - accuracy: 0.8375
Epoch 138/500
113/113 [==============================] - 0s 829us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 139/500
113/113 [==============================] - 0s 880us/step - loss: 0.3935 - accuracy: 0.8365
Epoch 140/500
113/113 [==============================] - 0s 844us/step - loss: 0.3937 - accuracy: 0.8372
Epoch 141/500
113/113 [==============================] - 0s 871us/step - loss: 0.3937 - accuracy: 0.8376
Epoch 142/500
113/113 [==============================] - 0s 868us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 143/500
113/113 [==============================] - 0s 846us/step - loss: 0.3934 - accuracy: 0.8374
Epoch 144/500
113/113 [==============================] - 0s 883us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 145/500
113/113 [==============================] - 0s 836us/step - loss: 0.3934 - accuracy: 0.8364
Epoch 146/500
113/113 [==============================] - 0s 851us/step - loss: 0.3933 - accuracy: 0.8378
Epoch 147/500
113/113 [==============================] - 0s 861us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 148/500
113/113 [==============================] - 0s 840us/step - loss: 0.3932 - accuracy: 0.8369
Epoch 149/500
113/113 [==============================] - 0s 843us/step - loss: 0.3929 - accuracy: 0.8372
Epoch 150/500
113/113 [==============================] - 0s 858us/step - loss: 0.3931 - accuracy: 0.8369
Epoch 151/500
113/113 [==============================] - 0s 866us/step - loss: 0.3927 - accuracy: 0.8375
Epoch 152/500
113/113 [==============================] - 0s 872us/step - loss: 0.3928 - accuracy: 0.8369
Epoch 153/500
113/113 [==============================] - 0s 821us/step - loss: 0.3925 - accuracy: 0.8378
Epoch 154/500
113/113 [==============================] - 0s 837us/step - loss: 0.3927 - accuracy: 0.8368
Epoch 155/500
113/113 [==============================] - 0s 879us/step - loss: 0.3921 - accuracy: 0.8381
Epoch 156/500
113/113 [==============================] - 0s 837us/step - loss: 0.3923 - accuracy: 0.8364
Epoch 157/500
113/113 [==============================] - 0s 859us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 158/500
113/113 [==============================] - 0s 842us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 159/500
113/113 [==============================] - 0s 835us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 160/500
113/113 [==============================] - 0s 854us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 161/500
113/113 [==============================] - 0s 861us/step - loss: 0.3917 - accuracy: 0.8381
Epoch 162/500
113/113 [==============================] - 0s 940us/step - loss: 0.3917 - accuracy: 0.8374
Epoch 163/500
113/113 [==============================] - 0s 827us/step - loss: 0.3917 - accuracy: 0.8379
Epoch 164/500
113/113 [==============================] - 0s 826us/step - loss: 0.3915 - accuracy: 0.8383
Epoch 165/500
113/113 [==============================] - 0s 888us/step - loss: 0.3910 - accuracy: 0.8369
Epoch 166/500
113/113 [==============================] - 0s 838us/step - loss: 0.3908 - accuracy: 0.8382
Epoch 167/500
113/113 [==============================] - 0s 864us/step - loss: 0.3904 - accuracy: 0.8382
Epoch 168/500
113/113 [==============================] - 0s 943us/step - loss: 0.3901 - accuracy: 0.8378
Epoch 169/500
113/113 [==============================] - 0s 838us/step - loss: 0.3901 - accuracy: 0.8372
Epoch 170/500
113/113 [==============================] - 0s 849us/step - loss: 0.3895 - accuracy: 0.8385
Epoch 171/500
113/113 [==============================] - 0s 839us/step - loss: 0.3893 - accuracy: 0.8390
Epoch 172/500
113/113 [==============================] - 0s 858us/step - loss: 0.3887 - accuracy: 0.8392
Epoch 173/500
113/113 [==============================] - 0s 870us/step - loss: 0.3881 - accuracy: 0.8393
Epoch 174/500
113/113 [==============================] - 0s 846us/step - loss: 0.3876 - accuracy: 0.8389
Epoch 175/500
113/113 [==============================] - 0s 877us/step - loss: 0.3871 - accuracy: 0.8410
Epoch 176/500
113/113 [==============================] - 0s 849us/step - loss: 0.3862 - accuracy: 0.8406
Epoch 177/500
113/113 [==============================] - 0s 863us/step - loss: 0.3856 - accuracy: 0.8397
Epoch 178/500
113/113 [==============================] - 0s 828us/step - loss: 0.3851 - accuracy: 0.8399
Epoch 179/500
113/113 [==============================] - 0s 813us/step - loss: 0.3844 - accuracy: 0.8407
Epoch 180/500
113/113 [==============================] - 0s 865us/step - loss: 0.3838 - accuracy: 0.8401
Epoch 181/500
113/113 [==============================] - 0s 835us/step - loss: 0.3832 - accuracy: 0.8417
Epoch 182/500
113/113 [==============================] - 0s 861us/step - loss: 0.3826 - accuracy: 0.8399
Epoch 183/500
113/113 [==============================] - 0s 944us/step - loss: 0.3821 - accuracy: 0.8410
Epoch 184/500
113/113 [==============================] - 0s 833us/step - loss: 0.3816 - accuracy: 0.8403
Epoch 185/500
113/113 [==============================] - 0s 878us/step - loss: 0.3811 - accuracy: 0.8421
Epoch 186/500
113/113 [==============================] - 0s 848us/step - loss: 0.3807 - accuracy: 0.8415
Epoch 187/500
113/113 [==============================] - 0s 875us/step - loss: 0.3802 - accuracy: 0.8419
Epoch 188/500
113/113 [==============================] - 0s 845us/step - loss: 0.3802 - accuracy: 0.8401
Epoch 189/500
113/113 [==============================] - 0s 843us/step - loss: 0.3793 - accuracy: 0.8388
Epoch 190/500
113/113 [==============================] - 0s 966us/step - loss: 0.3791 - accuracy: 0.8392
Epoch 191/500
113/113 [==============================] - 0s 846us/step - loss: 0.3787 - accuracy: 0.8396
Epoch 192/500
113/113 [==============================] - 0s 859us/step - loss: 0.3783 - accuracy: 0.8404
Epoch 193/500
113/113 [==============================] - 0s 858us/step - loss: 0.3782 - accuracy: 0.8403
Epoch 194/500
113/113 [==============================] - 0s 856us/step - loss: 0.3777 - accuracy: 0.8407
Epoch 195/500
113/113 [==============================] - 0s 883us/step - loss: 0.3772 - accuracy: 0.8394
Epoch 196/500
113/113 [==============================] - 0s 855us/step - loss: 0.3769 - accuracy: 0.8401
Epoch 197/500
113/113 [==============================] - 0s 882us/step - loss: 0.3766 - accuracy: 0.8404
Epoch 198/500
113/113 [==============================] - 0s 857us/step - loss: 0.3766 - accuracy: 0.8410
Epoch 199/500
113/113 [==============================] - 0s 854us/step - loss: 0.3758 - accuracy: 0.8404
Epoch 200/500
113/113 [==============================] - 0s 876us/step - loss: 0.3756 - accuracy: 0.8411
Epoch 201/500
113/113 [==============================] - 0s 853us/step - loss: 0.3751 - accuracy: 0.8401
Epoch 202/500
113/113 [==============================] - 0s 985us/step - loss: 0.3748 - accuracy: 0.8422
Epoch 203/500
113/113 [==============================] - 0s 838us/step - loss: 0.3743 - accuracy: 0.8410
Epoch 204/500
113/113 [==============================] - 0s 841us/step - loss: 0.3739 - accuracy: 0.8419
Epoch 205/500
113/113 [==============================] - 0s 872us/step - loss: 0.3734 - accuracy: 0.8418
Epoch 206/500
113/113 [==============================] - 0s 850us/step - loss: 0.3730 - accuracy: 0.8433
Epoch 207/500
113/113 [==============================] - 0s 874us/step - loss: 0.3722 - accuracy: 0.8421
Epoch 208/500
113/113 [==============================] - 0s 850us/step - loss: 0.3714 - accuracy: 0.8454
Epoch 209/500
113/113 [==============================] - 0s 847us/step - loss: 0.3710 - accuracy: 0.8447
Epoch 210/500
113/113 [==============================] - 0s 889us/step - loss: 0.3706 - accuracy: 0.8418
Epoch 211/500
113/113 [==============================] - 0s 874us/step - loss: 0.3704 - accuracy: 0.8443
Epoch 212/500
113/113 [==============================] - 0s 861us/step - loss: 0.3697 - accuracy: 0.8460
Epoch 213/500
113/113 [==============================] - 0s 859us/step - loss: 0.3694 - accuracy: 0.8461
Epoch 214/500
113/113 [==============================] - 0s 850us/step - loss: 0.3686 - accuracy: 0.8450
Epoch 215/500
113/113 [==============================] - 0s 881us/step - loss: 0.3681 - accuracy: 0.8449
Epoch 216/500
113/113 [==============================] - 0s 844us/step - loss: 0.3677 - accuracy: 0.8451
Epoch 217/500
113/113 [==============================] - 0s 879us/step - loss: 0.3674 - accuracy: 0.8457
Epoch 218/500
113/113 [==============================] - 0s 921us/step - loss: 0.3666 - accuracy: 0.8468
Epoch 219/500
113/113 [==============================] - 0s 834us/step - loss: 0.3648 - accuracy: 0.8474
Epoch 220/500
113/113 [==============================] - 0s 880us/step - loss: 0.3633 - accuracy: 0.8508
Epoch 221/500
113/113 [==============================] - 0s 998us/step - loss: 0.3614 - accuracy: 0.8510
Epoch 222/500
113/113 [==============================] - 0s 878us/step - loss: 0.3600 - accuracy: 0.8517
Epoch 223/500
113/113 [==============================] - 0s 840us/step - loss: 0.3592 - accuracy: 0.8525
Epoch 224/500
113/113 [==============================] - 0s 840us/step - loss: 0.3583 - accuracy: 0.8533
Epoch 225/500
113/113 [==============================] - 0s 879us/step - loss: 0.3578 - accuracy: 0.8526
Epoch 226/500
113/113 [==============================] - 0s 845us/step - loss: 0.3574 - accuracy: 0.8544
Epoch 227/500
113/113 [==============================] - 0s 868us/step - loss: 0.3566 - accuracy: 0.8543
Epoch 228/500
113/113 [==============================] - 0s 847us/step - loss: 0.3566 - accuracy: 0.8546
Epoch 229/500
113/113 [==============================] - 0s 851us/step - loss: 0.3566 - accuracy: 0.8543
Epoch 230/500
113/113 [==============================] - 0s 975us/step - loss: 0.3554 - accuracy: 0.8564
Epoch 231/500
113/113 [==============================] - 0s 836us/step - loss: 0.3551 - accuracy: 0.8560
Epoch 232/500
113/113 [==============================] - 0s 862us/step - loss: 0.3549 - accuracy: 0.8562
Epoch 233/500
113/113 [==============================] - 0s 877us/step - loss: 0.3549 - accuracy: 0.8558
Epoch 234/500
113/113 [==============================] - 0s 850us/step - loss: 0.3546 - accuracy: 0.8550
Epoch 235/500
113/113 [==============================] - 0s 848us/step - loss: 0.3541 - accuracy: 0.8568
Epoch 236/500
113/113 [==============================] - 0s 857us/step - loss: 0.3539 - accuracy: 0.8564
Epoch 237/500
113/113 [==============================] - 0s 869us/step - loss: 0.3537 - accuracy: 0.8567
Epoch 238/500
113/113 [==============================] - 0s 847us/step - loss: 0.3535 - accuracy: 0.8562
Epoch 239/500
113/113 [==============================] - 0s 841us/step - loss: 0.3534 - accuracy: 0.8557
Epoch 240/500
113/113 [==============================] - 0s 926us/step - loss: 0.3531 - accuracy: 0.8572
Epoch 241/500
113/113 [==============================] - 0s 867us/step - loss: 0.3529 - accuracy: 0.8568
Epoch 242/500
113/113 [==============================] - 0s 866us/step - loss: 0.3528 - accuracy: 0.8558
Epoch 243/500
113/113 [==============================] - 0s 855us/step - loss: 0.3521 - accuracy: 0.8574
Epoch 244/500
113/113 [==============================] - 0s 855us/step - loss: 0.3524 - accuracy: 0.8562
Epoch 245/500
113/113 [==============================] - 0s 853us/step - loss: 0.3520 - accuracy: 0.8575
Epoch 246/500
113/113 [==============================] - 0s 854us/step - loss: 0.3521 - accuracy: 0.8565
Epoch 247/500
113/113 [==============================] - 0s 868us/step - loss: 0.3517 - accuracy: 0.8553
Epoch 248/500
113/113 [==============================] - 0s 843us/step - loss: 0.3517 - accuracy: 0.8585
Epoch 249/500
113/113 [==============================] - 0s 842us/step - loss: 0.3512 - accuracy: 0.8572
Epoch 250/500
113/113 [==============================] - 0s 920us/step - loss: 0.3511 - accuracy: 0.8568
Epoch 251/500
113/113 [==============================] - 0s 846us/step - loss: 0.3512 - accuracy: 0.8561
Epoch 252/500
113/113 [==============================] - 0s 837us/step - loss: 0.3509 - accuracy: 0.8571
Epoch 253/500
113/113 [==============================] - 0s 848us/step - loss: 0.3511 - accuracy: 0.8571
Epoch 254/500
113/113 [==============================] - 0s 837us/step - loss: 0.3510 - accuracy: 0.8565
Epoch 255/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3510 - accuracy: 0.8585
Epoch 256/500
113/113 [==============================] - 0s 838us/step - loss: 0.3507 - accuracy: 0.8585
Epoch 257/500
113/113 [==============================] - 0s 863us/step - loss: 0.3508 - accuracy: 0.8567
Epoch 258/500
113/113 [==============================] - 0s 832us/step - loss: 0.3504 - accuracy: 0.8576
Epoch 259/500
113/113 [==============================] - 0s 837us/step - loss: 0.3505 - accuracy: 0.8590
Epoch 260/500
113/113 [==============================] - 0s 949us/step - loss: 0.3507 - accuracy: 0.8569
Epoch 261/500
113/113 [==============================] - 0s 860us/step - loss: 0.3504 - accuracy: 0.8569
Epoch 262/500
113/113 [==============================] - 0s 870us/step - loss: 0.3501 - accuracy: 0.8582
Epoch 263/500
113/113 [==============================] - 0s 882us/step - loss: 0.3499 - accuracy: 0.8581
Epoch 264/500
113/113 [==============================] - 0s 831us/step - loss: 0.3502 - accuracy: 0.8579
Epoch 265/500
113/113 [==============================] - 0s 888us/step - loss: 0.3500 - accuracy: 0.8583
Epoch 266/500
113/113 [==============================] - 0s 844us/step - loss: 0.3498 - accuracy: 0.8572
Epoch 267/500
113/113 [==============================] - 0s 881us/step - loss: 0.3499 - accuracy: 0.8586
Epoch 268/500
113/113 [==============================] - 0s 846us/step - loss: 0.3499 - accuracy: 0.8589
Epoch 269/500
113/113 [==============================] - 0s 853us/step - loss: 0.3499 - accuracy: 0.8589
Epoch 270/500
113/113 [==============================] - 0s 960us/step - loss: 0.3496 - accuracy: 0.8592
Epoch 271/500
113/113 [==============================] - 0s 908us/step - loss: 0.3493 - accuracy: 0.8599
Epoch 272/500
113/113 [==============================] - 0s 873us/step - loss: 0.3494 - accuracy: 0.8593
Epoch 273/500
113/113 [==============================] - 0s 871us/step - loss: 0.3496 - accuracy: 0.8596
Epoch 274/500
113/113 [==============================] - 0s 839us/step - loss: 0.3493 - accuracy: 0.8587
Epoch 275/500
113/113 [==============================] - 0s 885us/step - loss: 0.3492 - accuracy: 0.8603
Epoch 276/500
113/113 [==============================] - 0s 850us/step - loss: 0.3489 - accuracy: 0.8590
Epoch 277/500
113/113 [==============================] - 0s 871us/step - loss: 0.3492 - accuracy: 0.8599
Epoch 278/500
113/113 [==============================] - 0s 848us/step - loss: 0.3490 - accuracy: 0.8597
Epoch 279/500
113/113 [==============================] - 0s 854us/step - loss: 0.3489 - accuracy: 0.8594
Epoch 280/500
113/113 [==============================] - 0s 971us/step - loss: 0.3487 - accuracy: 0.8594
Epoch 281/500
113/113 [==============================] - 0s 832us/step - loss: 0.3485 - accuracy: 0.8589
Epoch 282/500
113/113 [==============================] - 0s 871us/step - loss: 0.3485 - accuracy: 0.8592
Epoch 283/500
113/113 [==============================] - 0s 832us/step - loss: 0.3487 - accuracy: 0.8614
Epoch 284/500
113/113 [==============================] - 0s 837us/step - loss: 0.3486 - accuracy: 0.8594
Epoch 285/500
113/113 [==============================] - 0s 883us/step - loss: 0.3484 - accuracy: 0.8594
Epoch 286/500
113/113 [==============================] - 0s 838us/step - loss: 0.3483 - accuracy: 0.8594
Epoch 287/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3482 - accuracy: 0.8603
Epoch 288/500
113/113 [==============================] - 0s 838us/step - loss: 0.3480 - accuracy: 0.8596
Epoch 289/500
113/113 [==============================] - 0s 856us/step - loss: 0.3479 - accuracy: 0.8603
Epoch 290/500
113/113 [==============================] - 0s 970us/step - loss: 0.3480 - accuracy: 0.8610
Epoch 291/500
113/113 [==============================] - 0s 833us/step - loss: 0.3476 - accuracy: 0.8618
Epoch 292/500
113/113 [==============================] - 0s 864us/step - loss: 0.3476 - accuracy: 0.8607
Epoch 293/500
113/113 [==============================] - 0s 832us/step - loss: 0.3475 - accuracy: 0.8599
Epoch 294/500
113/113 [==============================] - 0s 860us/step - loss: 0.3476 - accuracy: 0.8604
Epoch 295/500
113/113 [==============================] - 0s 863us/step - loss: 0.3472 - accuracy: 0.8612
Epoch 296/500
113/113 [==============================] - 0s 849us/step - loss: 0.3478 - accuracy: 0.8607
Epoch 297/500
113/113 [==============================] - 0s 881us/step - loss: 0.3470 - accuracy: 0.8608
Epoch 298/500
113/113 [==============================] - 0s 845us/step - loss: 0.3473 - accuracy: 0.8614
Epoch 299/500
113/113 [==============================] - 0s 870us/step - loss: 0.3470 - accuracy: 0.8622
Epoch 300/500
113/113 [==============================] - 0s 927us/step - loss: 0.3470 - accuracy: 0.8606
Epoch 301/500
113/113 [==============================] - 0s 837us/step - loss: 0.3466 - accuracy: 0.8614
Epoch 302/500
113/113 [==============================] - 0s 858us/step - loss: 0.3462 - accuracy: 0.8608
Epoch 303/500
113/113 [==============================] - 0s 844us/step - loss: 0.3461 - accuracy: 0.8615
Epoch 304/500
113/113 [==============================] - 0s 860us/step - loss: 0.3458 - accuracy: 0.8611
Epoch 305/500
113/113 [==============================] - 0s 853us/step - loss: 0.3458 - accuracy: 0.8600
Epoch 306/500
113/113 [==============================] - 0s 849us/step - loss: 0.3453 - accuracy: 0.8607
Epoch 307/500
113/113 [==============================] - 0s 860us/step - loss: 0.3450 - accuracy: 0.8617
Epoch 308/500
113/113 [==============================] - 0s 831us/step - loss: 0.3449 - accuracy: 0.8603
Epoch 309/500
113/113 [==============================] - 0s 833us/step - loss: 0.3447 - accuracy: 0.8600
Epoch 310/500
113/113 [==============================] - 0s 998us/step - loss: 0.3443 - accuracy: 0.8607
Epoch 311/500
113/113 [==============================] - 0s 839us/step - loss: 0.3442 - accuracy: 0.8608
Epoch 312/500
113/113 [==============================] - 0s 863us/step - loss: 0.3439 - accuracy: 0.8606
Epoch 313/500
113/113 [==============================] - 0s 837us/step - loss: 0.3436 - accuracy: 0.8615
Epoch 314/500
113/113 [==============================] - 0s 846us/step - loss: 0.3434 - accuracy: 0.8615
Epoch 315/500
113/113 [==============================] - 0s 848us/step - loss: 0.3432 - accuracy: 0.8622
Epoch 316/500
113/113 [==============================] - 0s 846us/step - loss: 0.3428 - accuracy: 0.8610
Epoch 317/500
113/113 [==============================] - 0s 884us/step - loss: 0.3428 - accuracy: 0.8614
Epoch 318/500
113/113 [==============================] - 0s 837us/step - loss: 0.3427 - accuracy: 0.8612
Epoch 319/500
113/113 [==============================] - 0s 848us/step - loss: 0.3425 - accuracy: 0.8612
Epoch 320/500
113/113 [==============================] - 0s 974us/step - loss: 0.3426 - accuracy: 0.8610
Epoch 321/500
113/113 [==============================] - 0s 833us/step - loss: 0.3419 - accuracy: 0.8608
Epoch 322/500
113/113 [==============================] - 0s 875us/step - loss: 0.3422 - accuracy: 0.8599
Epoch 323/500
113/113 [==============================] - 0s 837us/step - loss: 0.3418 - accuracy: 0.8622
Epoch 324/500
113/113 [==============================] - 0s 919us/step - loss: 0.3416 - accuracy: 0.8610
Epoch 325/500
113/113 [==============================] - 0s 851us/step - loss: 0.3413 - accuracy: 0.8626
Epoch 326/500
113/113 [==============================] - 0s 833us/step - loss: 0.3419 - accuracy: 0.8606
Epoch 327/500
113/113 [==============================] - 0s 899us/step - loss: 0.3410 - accuracy: 0.8606
Epoch 328/500
113/113 [==============================] - 0s 835us/step - loss: 0.3415 - accuracy: 0.8608
Epoch 329/500
113/113 [==============================] - 0s 865us/step - loss: 0.3411 - accuracy: 0.8610
Epoch 330/500
113/113 [==============================] - 0s 991us/step - loss: 0.3407 - accuracy: 0.8633
Epoch 331/500
113/113 [==============================] - 0s 839us/step - loss: 0.3406 - accuracy: 0.8606
Epoch 332/500
113/113 [==============================] - 0s 934us/step - loss: 0.3409 - accuracy: 0.8608
Epoch 333/500
113/113 [==============================] - 0s 828us/step - loss: 0.3406 - accuracy: 0.8606
Epoch 334/500
113/113 [==============================] - 0s 871us/step - loss: 0.3403 - accuracy: 0.8626
Epoch 335/500
113/113 [==============================] - 0s 856us/step - loss: 0.3402 - accuracy: 0.8606
Epoch 336/500
113/113 [==============================] - 0s 849us/step - loss: 0.3401 - accuracy: 0.8612
Epoch 337/500
113/113 [==============================] - 0s 879us/step - loss: 0.3400 - accuracy: 0.8619
Epoch 338/500
113/113 [==============================] - 0s 833us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 339/500
113/113 [==============================] - 0s 866us/step - loss: 0.3395 - accuracy: 0.8615
Epoch 340/500
113/113 [==============================] - 0s 937us/step - loss: 0.3401 - accuracy: 0.8614
Epoch 341/500
113/113 [==============================] - 0s 837us/step - loss: 0.3397 - accuracy: 0.8608
Epoch 342/500
113/113 [==============================] - 0s 872us/step - loss: 0.3397 - accuracy: 0.8618
Epoch 343/500
113/113 [==============================] - 0s 839us/step - loss: 0.3397 - accuracy: 0.8600
Epoch 344/500
113/113 [==============================] - 0s 855us/step - loss: 0.3396 - accuracy: 0.8610
Epoch 345/500
113/113 [==============================] - 0s 853us/step - loss: 0.3393 - accuracy: 0.8614
Epoch 346/500
113/113 [==============================] - 0s 842us/step - loss: 0.3389 - accuracy: 0.8625
Epoch 347/500
113/113 [==============================] - 0s 867us/step - loss: 0.3388 - accuracy: 0.8608
Epoch 348/500
113/113 [==============================] - 0s 834us/step - loss: 0.3393 - accuracy: 0.8617
Epoch 349/500
113/113 [==============================] - 0s 866us/step - loss: 0.3389 - accuracy: 0.8624
Epoch 350/500
113/113 [==============================] - 0s 908us/step - loss: 0.3389 - accuracy: 0.8624
Epoch 351/500
113/113 [==============================] - 0s 855us/step - loss: 0.3390 - accuracy: 0.8614
Epoch 352/500
113/113 [==============================] - 0s 866us/step - loss: 0.3389 - accuracy: 0.8618
Epoch 353/500
113/113 [==============================] - 0s 846us/step - loss: 0.3388 - accuracy: 0.8606
Epoch 354/500
113/113 [==============================] - 0s 887us/step - loss: 0.3384 - accuracy: 0.8607
Epoch 355/500
113/113 [==============================] - 0s 873us/step - loss: 0.3389 - accuracy: 0.8629
Epoch 356/500
113/113 [==============================] - 0s 838us/step - loss: 0.3384 - accuracy: 0.8614
Epoch 357/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3385 - accuracy: 0.8628
Epoch 358/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3386 - accuracy: 0.8593
Epoch 359/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3385 - accuracy: 0.8614
Epoch 360/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3381 - accuracy: 0.8617
Epoch 361/500
113/113 [==============================] - 0s 914us/step - loss: 0.3384 - accuracy: 0.8614
Epoch 362/500
113/113 [==============================] - 0s 907us/step - loss: 0.3386 - accuracy: 0.8610
Epoch 363/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3383 - accuracy: 0.8626
Epoch 364/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3383 - accuracy: 0.8624
Epoch 365/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3381 - accuracy: 0.8607
Epoch 366/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3380 - accuracy: 0.8615
Epoch 367/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3381 - accuracy: 0.8619
Epoch 368/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3380 - accuracy: 0.8619
Epoch 369/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3381 - accuracy: 0.8619
Epoch 370/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3380 - accuracy: 0.8604
Epoch 371/500
113/113 [==============================] - 0s 963us/step - loss: 0.3377 - accuracy: 0.8604
Epoch 372/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3378 - accuracy: 0.8619
Epoch 373/500
113/113 [==============================] - 0s 962us/step - loss: 0.3377 - accuracy: 0.8619
Epoch 374/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3376 - accuracy: 0.8625
Epoch 375/500
113/113 [==============================] - 0s 910us/step - loss: 0.3376 - accuracy: 0.8621
Epoch 376/500
113/113 [==============================] - 0s 952us/step - loss: 0.3381 - accuracy: 0.8606
Epoch 377/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3374 - accuracy: 0.8619
Epoch 378/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3374 - accuracy: 0.8621
Epoch 379/500
113/113 [==============================] - 0s 985us/step - loss: 0.3377 - accuracy: 0.8618
Epoch 380/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3374 - accuracy: 0.8618
Epoch 381/500
113/113 [==============================] - 0s 983us/step - loss: 0.3374 - accuracy: 0.8618
Epoch 382/500
113/113 [==============================] - 0s 927us/step - loss: 0.3374 - accuracy: 0.8625
Epoch 383/500
113/113 [==============================] - 0s 988us/step - loss: 0.3375 - accuracy: 0.8622
Epoch 384/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3374 - accuracy: 0.8611
Epoch 385/500
113/113 [==============================] - 0s 907us/step - loss: 0.3377 - accuracy: 0.8626
Epoch 386/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3373 - accuracy: 0.8628
Epoch 387/500
113/113 [==============================] - 0s 849us/step - loss: 0.3375 - accuracy: 0.8632
Epoch 388/500
113/113 [==============================] - 0s 900us/step - loss: 0.3373 - accuracy: 0.8615
Epoch 389/500
113/113 [==============================] - 0s 857us/step - loss: 0.3373 - accuracy: 0.8621
Epoch 390/500
113/113 [==============================] - 0s 838us/step - loss: 0.3375 - accuracy: 0.8617
Epoch 391/500
113/113 [==============================] - 0s 989us/step - loss: 0.3373 - accuracy: 0.8628
Epoch 392/500
113/113 [==============================] - 0s 862us/step - loss: 0.3375 - accuracy: 0.8629
Epoch 393/500
113/113 [==============================] - 0s 862us/step - loss: 0.3370 - accuracy: 0.8631
Epoch 394/500
113/113 [==============================] - 0s 868us/step - loss: 0.3372 - accuracy: 0.8622
Epoch 395/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3372 - accuracy: 0.8632
Epoch 396/500
113/113 [==============================] - 0s 992us/step - loss: 0.3372 - accuracy: 0.8625
Epoch 397/500
113/113 [==============================] - 0s 816us/step - loss: 0.3370 - accuracy: 0.8626
Epoch 398/500
113/113 [==============================] - 0s 926us/step - loss: 0.3371 - accuracy: 0.8617
Epoch 399/500
113/113 [==============================] - 0s 812us/step - loss: 0.3369 - accuracy: 0.8624
Epoch 400/500
113/113 [==============================] - 0s 833us/step - loss: 0.3367 - accuracy: 0.8626
Epoch 401/500
113/113 [==============================] - 0s 894us/step - loss: 0.3368 - accuracy: 0.8612
Epoch 402/500
113/113 [==============================] - 0s 793us/step - loss: 0.3366 - accuracy: 0.8622
Epoch 403/500
113/113 [==============================] - 0s 856us/step - loss: 0.3367 - accuracy: 0.8619
Epoch 404/500
113/113 [==============================] - 0s 856us/step - loss: 0.3364 - accuracy: 0.8636
Epoch 405/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3365 - accuracy: 0.8618
Epoch 406/500
113/113 [==============================] - 0s 853us/step - loss: 0.3365 - accuracy: 0.8628
Epoch 407/500
113/113 [==============================] - 0s 826us/step - loss: 0.3367 - accuracy: 0.8624
Epoch 408/500
113/113 [==============================] - 0s 877us/step - loss: 0.3364 - accuracy: 0.8611
Epoch 409/500
113/113 [==============================] - 0s 839us/step - loss: 0.3365 - accuracy: 0.8619
Epoch 410/500
113/113 [==============================] - 0s 939us/step - loss: 0.3364 - accuracy: 0.8626
Epoch 411/500
113/113 [==============================] - 0s 966us/step - loss: 0.3363 - accuracy: 0.8631
Epoch 412/500
113/113 [==============================] - 0s 956us/step - loss: 0.3361 - accuracy: 0.8642
Epoch 413/500
113/113 [==============================] - 0s 965us/step - loss: 0.3364 - accuracy: 0.8629
Epoch 414/500
113/113 [==============================] - 0s 952us/step - loss: 0.3361 - accuracy: 0.8626
Epoch 415/500
113/113 [==============================] - 0s 973us/step - loss: 0.3362 - accuracy: 0.8628
Epoch 416/500
113/113 [==============================] - 0s 935us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 417/500
113/113 [==============================] - 0s 965us/step - loss: 0.3360 - accuracy: 0.8621
Epoch 418/500
113/113 [==============================] - 0s 928us/step - loss: 0.3360 - accuracy: 0.8624
Epoch 419/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3360 - accuracy: 0.8626
Epoch 420/500
113/113 [==============================] - 0s 940us/step - loss: 0.3361 - accuracy: 0.8618
Epoch 421/500
113/113 [==============================] - 0s 917us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 422/500
113/113 [==============================] - 0s 887us/step - loss: 0.3358 - accuracy: 0.8628
Epoch 423/500
113/113 [==============================] - 0s 850us/step - loss: 0.3360 - accuracy: 0.8637
Epoch 424/500
113/113 [==============================] - 0s 964us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 425/500
113/113 [==============================] - 0s 842us/step - loss: 0.3358 - accuracy: 0.8635
Epoch 426/500
113/113 [==============================] - 0s 834us/step - loss: 0.3362 - accuracy: 0.8635
Epoch 427/500
113/113 [==============================] - 0s 857us/step - loss: 0.3358 - accuracy: 0.8633
Epoch 428/500
113/113 [==============================] - 0s 827us/step - loss: 0.3360 - accuracy: 0.8618
Epoch 429/500
113/113 [==============================] - 0s 883us/step - loss: 0.3360 - accuracy: 0.8617
Epoch 430/500
113/113 [==============================] - 0s 842us/step - loss: 0.3357 - accuracy: 0.8639
Epoch 431/500
113/113 [==============================] - 0s 834us/step - loss: 0.3357 - accuracy: 0.8626
Epoch 432/500
113/113 [==============================] - 0s 865us/step - loss: 0.3357 - accuracy: 0.8633
Epoch 433/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3354 - accuracy: 0.8621
Epoch 434/500
113/113 [==============================] - 0s 991us/step - loss: 0.3355 - accuracy: 0.8629
Epoch 435/500
113/113 [==============================] - 0s 853us/step - loss: 0.3357 - accuracy: 0.8631
Epoch 436/500
113/113 [==============================] - 0s 835us/step - loss: 0.3356 - accuracy: 0.8622
Epoch 437/500
113/113 [==============================] - 0s 860us/step - loss: 0.3355 - accuracy: 0.8615
Epoch 438/500
113/113 [==============================] - 0s 868us/step - loss: 0.3359 - accuracy: 0.8635
Epoch 439/500
113/113 [==============================] - 0s 854us/step - loss: 0.3355 - accuracy: 0.8628
Epoch 440/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3355 - accuracy: 0.8621
Epoch 441/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3356 - accuracy: 0.8640
Epoch 442/500
113/113 [==============================] - 0s 924us/step - loss: 0.3354 - accuracy: 0.8633
Epoch 443/500
113/113 [==============================] - 0s 842us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 444/500
113/113 [==============================] - 0s 898us/step - loss: 0.3353 - accuracy: 0.8618
Epoch 445/500
113/113 [==============================] - 0s 914us/step - loss: 0.3355 - accuracy: 0.8626
Epoch 446/500
113/113 [==============================] - 0s 874us/step - loss: 0.3355 - accuracy: 0.8640
Epoch 447/500
113/113 [==============================] - 0s 871us/step - loss: 0.3354 - accuracy: 0.8621
Epoch 448/500
113/113 [==============================] - 0s 826us/step - loss: 0.3352 - accuracy: 0.8618
Epoch 449/500
113/113 [==============================] - 0s 864us/step - loss: 0.3354 - accuracy: 0.8640
Epoch 450/500
113/113 [==============================] - 0s 823us/step - loss: 0.3352 - accuracy: 0.8633
Epoch 451/500
113/113 [==============================] - 0s 861us/step - loss: 0.3352 - accuracy: 0.8625
Epoch 452/500
113/113 [==============================] - 0s 874us/step - loss: 0.3353 - accuracy: 0.8629
Epoch 453/500
113/113 [==============================] - 0s 839us/step - loss: 0.3354 - accuracy: 0.8622
Epoch 454/500
113/113 [==============================] - 0s 905us/step - loss: 0.3354 - accuracy: 0.8621
Epoch 455/500
113/113 [==============================] - 0s 839us/step - loss: 0.3354 - accuracy: 0.8633
Epoch 456/500
113/113 [==============================] - 0s 846us/step - loss: 0.3352 - accuracy: 0.8639
Epoch 457/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3354 - accuracy: 0.8614
Epoch 458/500
113/113 [==============================] - 0s 954us/step - loss: 0.3350 - accuracy: 0.8628
Epoch 459/500
113/113 [==============================] - 0s 958us/step - loss: 0.3347 - accuracy: 0.8622
Epoch 460/500
113/113 [==============================] - 0s 968us/step - loss: 0.3354 - accuracy: 0.8633
Epoch 461/500
113/113 [==============================] - 0s 997us/step - loss: 0.3348 - accuracy: 0.8628
Epoch 462/500
113/113 [==============================] - 0s 921us/step - loss: 0.3351 - accuracy: 0.8635
Epoch 463/500
113/113 [==============================] - 0s 934us/step - loss: 0.3348 - accuracy: 0.8622
Epoch 464/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8626
Epoch 465/500
113/113 [==============================] - 0s 986us/step - loss: 0.3348 - accuracy: 0.8614
Epoch 466/500
113/113 [==============================] - 0s 961us/step - loss: 0.3347 - accuracy: 0.8632
Epoch 467/500
113/113 [==============================] - 0s 891us/step - loss: 0.3348 - accuracy: 0.8635
Epoch 468/500
113/113 [==============================] - 0s 823us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 469/500
113/113 [==============================] - 0s 871us/step - loss: 0.3347 - accuracy: 0.8628
Epoch 470/500
113/113 [==============================] - 0s 912us/step - loss: 0.3351 - accuracy: 0.8625
Epoch 471/500
113/113 [==============================] - 0s 859us/step - loss: 0.3347 - accuracy: 0.8629
Epoch 472/500
113/113 [==============================] - 0s 847us/step - loss: 0.3348 - accuracy: 0.8633
Epoch 473/500
113/113 [==============================] - 0s 899us/step - loss: 0.3345 - accuracy: 0.8635
Epoch 474/500
113/113 [==============================] - 0s 826us/step - loss: 0.3344 - accuracy: 0.8640
Epoch 475/500
113/113 [==============================] - 0s 865us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 476/500
113/113 [==============================] - 0s 881us/step - loss: 0.3346 - accuracy: 0.8632
Epoch 477/500
113/113 [==============================] - 0s 840us/step - loss: 0.3346 - accuracy: 0.8625
Epoch 478/500
113/113 [==============================] - 0s 852us/step - loss: 0.3343 - accuracy: 0.8624
Epoch 479/500
113/113 [==============================] - 0s 844us/step - loss: 0.3345 - accuracy: 0.8626
Epoch 480/500
113/113 [==============================] - 0s 868us/step - loss: 0.3347 - accuracy: 0.8629
Epoch 481/500
113/113 [==============================] - 0s 856us/step - loss: 0.3347 - accuracy: 0.8621
Epoch 482/500
113/113 [==============================] - 0s 851us/step - loss: 0.3344 - accuracy: 0.8640
Epoch 483/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3348 - accuracy: 0.8618
Epoch 484/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3344 - accuracy: 0.8626
Epoch 485/500
113/113 [==============================] - 0s 997us/step - loss: 0.3343 - accuracy: 0.8626
Epoch 486/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3343 - accuracy: 0.8631
Epoch 487/500
113/113 [==============================] - 0s 849us/step - loss: 0.3343 - accuracy: 0.8618
Epoch 488/500
113/113 [==============================] - 0s 826us/step - loss: 0.3344 - accuracy: 0.8622
Epoch 489/500
113/113 [==============================] - 0s 883us/step - loss: 0.3341 - accuracy: 0.8633
Epoch 490/500
113/113 [==============================] - 0s 918us/step - loss: 0.3341 - accuracy: 0.8637
Epoch 491/500
113/113 [==============================] - 0s 828us/step - loss: 0.3341 - accuracy: 0.8632
Epoch 492/500
113/113 [==============================] - 0s 866us/step - loss: 0.3340 - accuracy: 0.8619
Epoch 493/500
113/113 [==============================] - 0s 848us/step - loss: 0.3344 - accuracy: 0.8646
Epoch 494/500
113/113 [==============================] - 0s 954us/step - loss: 0.3341 - accuracy: 0.8628
Epoch 495/500
113/113 [==============================] - 0s 834us/step - loss: 0.3343 - accuracy: 0.8636
Epoch 496/500
113/113 [==============================] - 0s 833us/step - loss: 0.3343 - accuracy: 0.8628
Epoch 497/500
113/113 [==============================] - 0s 861us/step - loss: 0.3343 - accuracy: 0.8629
Epoch 498/500
113/113 [==============================] - 0s 869us/step - loss: 0.3346 - accuracy: 0.8626
Epoch 499/500
113/113 [==============================] - 0s 908us/step - loss: 0.3339 - accuracy: 0.8626
Epoch 500/500
113/113 [==============================] - 0s 827us/step - loss: 0.3341 - accuracy: 0.8629
Epoch 1/500
113/113 [==============================] - 0s 853us/step - loss: 0.6636 - accuracy: 0.7940
Epoch 2/500
113/113 [==============================] - 0s 898us/step - loss: 0.5323 - accuracy: 0.7940
Epoch 3/500
113/113 [==============================] - 0s 849us/step - loss: 0.4544 - accuracy: 0.7940
Epoch 4/500
113/113 [==============================] - 0s 883us/step - loss: 0.4430 - accuracy: 0.7940
Epoch 5/500
113/113 [==============================] - 0s 903us/step - loss: 0.4394 - accuracy: 0.7940
Epoch 6/500
113/113 [==============================] - 0s 910us/step - loss: 0.4374 - accuracy: 0.7940
Epoch 7/500
113/113 [==============================] - 0s 913us/step - loss: 0.4361 - accuracy: 0.7940
Epoch 8/500
113/113 [==============================] - 0s 934us/step - loss: 0.4355 - accuracy: 0.7940
Epoch 9/500
113/113 [==============================] - 0s 937us/step - loss: 0.4347 - accuracy: 0.7940
Epoch 10/500
113/113 [==============================] - 0s 862us/step - loss: 0.4341 - accuracy: 0.7940
Epoch 11/500
113/113 [==============================] - 0s 864us/step - loss: 0.4337 - accuracy: 0.7940
Epoch 12/500
113/113 [==============================] - 0s 919us/step - loss: 0.4332 - accuracy: 0.7940
Epoch 13/500
113/113 [==============================] - 0s 861us/step - loss: 0.4326 - accuracy: 0.7940
Epoch 14/500
113/113 [==============================] - 0s 954us/step - loss: 0.4320 - accuracy: 0.7940
Epoch 15/500
113/113 [==============================] - 0s 860us/step - loss: 0.4314 - accuracy: 0.7940
Epoch 16/500
113/113 [==============================] - 0s 971us/step - loss: 0.4305 - accuracy: 0.7940
Epoch 17/500
113/113 [==============================] - 0s 922us/step - loss: 0.4291 - accuracy: 0.7940
Epoch 18/500
113/113 [==============================] - 0s 861us/step - loss: 0.4274 - accuracy: 0.7940
Epoch 19/500
113/113 [==============================] - 0s 966us/step - loss: 0.4260 - accuracy: 0.8125
Epoch 20/500
113/113 [==============================] - 0s 869us/step - loss: 0.4249 - accuracy: 0.8143
Epoch 21/500
113/113 [==============================] - 0s 887us/step - loss: 0.4240 - accuracy: 0.8189
Epoch 22/500
113/113 [==============================] - 0s 860us/step - loss: 0.4231 - accuracy: 0.8189
Epoch 23/500
113/113 [==============================] - 0s 867us/step - loss: 0.4222 - accuracy: 0.8210
Epoch 24/500
113/113 [==============================] - 0s 965us/step - loss: 0.4216 - accuracy: 0.82180s - loss: 0.4176 - accuracy: 0.82
Epoch 25/500
113/113 [==============================] - 0s 994us/step - loss: 0.4210 - accuracy: 0.8243
Epoch 26/500
113/113 [==============================] - 0s 910us/step - loss: 0.4203 - accuracy: 0.8249
Epoch 27/500
113/113 [==============================] - 0s 873us/step - loss: 0.4195 - accuracy: 0.8250
Epoch 28/500
113/113 [==============================] - 0s 873us/step - loss: 0.4191 - accuracy: 0.8267
Epoch 29/500
113/113 [==============================] - 0s 897us/step - loss: 0.4187 - accuracy: 0.8278
Epoch 30/500
113/113 [==============================] - 0s 855us/step - loss: 0.4181 - accuracy: 0.8268
Epoch 31/500
113/113 [==============================] - 0s 914us/step - loss: 0.4175 - accuracy: 0.8278
Epoch 32/500
113/113 [==============================] - 0s 862us/step - loss: 0.4171 - accuracy: 0.8279
Epoch 33/500
113/113 [==============================] - 0s 950us/step - loss: 0.4166 - accuracy: 0.8271
Epoch 34/500
113/113 [==============================] - 0s 863us/step - loss: 0.4161 - accuracy: 0.8290
Epoch 35/500
113/113 [==============================] - 0s 922us/step - loss: 0.4155 - accuracy: 0.8292
Epoch 36/500
113/113 [==============================] - 0s 899us/step - loss: 0.4151 - accuracy: 0.8310
Epoch 37/500
113/113 [==============================] - 0s 859us/step - loss: 0.4145 - accuracy: 0.8311
Epoch 38/500
113/113 [==============================] - 0s 949us/step - loss: 0.4143 - accuracy: 0.8315
Epoch 39/500
113/113 [==============================] - 0s 865us/step - loss: 0.4137 - accuracy: 0.8311
Epoch 40/500
113/113 [==============================] - 0s 865us/step - loss: 0.4134 - accuracy: 0.8324
Epoch 41/500
113/113 [==============================] - 0s 913us/step - loss: 0.4128 - accuracy: 0.8319
Epoch 42/500
113/113 [==============================] - 0s 871us/step - loss: 0.4126 - accuracy: 0.8336
Epoch 43/500
113/113 [==============================] - 0s 950us/step - loss: 0.4126 - accuracy: 0.8333
Epoch 44/500
113/113 [==============================] - 0s 989us/step - loss: 0.4119 - accuracy: 0.8326
Epoch 45/500
113/113 [==============================] - 0s 886us/step - loss: 0.4118 - accuracy: 0.8324
Epoch 46/500
113/113 [==============================] - 0s 864us/step - loss: 0.4114 - accuracy: 0.8332
Epoch 47/500
113/113 [==============================] - 0s 948us/step - loss: 0.4112 - accuracy: 0.8342
Epoch 48/500
113/113 [==============================] - 0s 945us/step - loss: 0.4107 - accuracy: 0.8349
Epoch 49/500
113/113 [==============================] - 0s 889us/step - loss: 0.4108 - accuracy: 0.8335
Epoch 50/500
113/113 [==============================] - 0s 926us/step - loss: 0.4106 - accuracy: 0.8342
Epoch 51/500
113/113 [==============================] - 0s 882us/step - loss: 0.4101 - accuracy: 0.8338
Epoch 52/500
113/113 [==============================] - 0s 934us/step - loss: 0.4099 - accuracy: 0.8338
Epoch 53/500
113/113 [==============================] - 0s 886us/step - loss: 0.4101 - accuracy: 0.8353
Epoch 54/500
113/113 [==============================] - 0s 944us/step - loss: 0.4098 - accuracy: 0.8342
Epoch 55/500
113/113 [==============================] - 0s 927us/step - loss: 0.4094 - accuracy: 0.8342
Epoch 56/500
113/113 [==============================] - 0s 880us/step - loss: 0.4091 - accuracy: 0.8346
Epoch 57/500
113/113 [==============================] - 0s 965us/step - loss: 0.4091 - accuracy: 0.8347
Epoch 58/500
113/113 [==============================] - 0s 883us/step - loss: 0.4089 - accuracy: 0.8350
Epoch 59/500
113/113 [==============================] - 0s 911us/step - loss: 0.4086 - accuracy: 0.8342
Epoch 60/500
113/113 [==============================] - 0s 870us/step - loss: 0.4083 - accuracy: 0.8342
Epoch 61/500
113/113 [==============================] - 0s 876us/step - loss: 0.4082 - accuracy: 0.8344
Epoch 62/500
113/113 [==============================] - 0s 964us/step - loss: 0.4079 - accuracy: 0.8344
Epoch 63/500
113/113 [==============================] - 0s 875us/step - loss: 0.4075 - accuracy: 0.8350
Epoch 64/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4073 - accuracy: 0.8354
Epoch 65/500
113/113 [==============================] - 0s 946us/step - loss: 0.4070 - accuracy: 0.8344
Epoch 66/500
113/113 [==============================] - 0s 925us/step - loss: 0.4067 - accuracy: 0.8349
Epoch 67/500
113/113 [==============================] - 0s 887us/step - loss: 0.4064 - accuracy: 0.8343
Epoch 68/500
113/113 [==============================] - 0s 878us/step - loss: 0.4061 - accuracy: 0.8353
Epoch 69/500
113/113 [==============================] - 0s 912us/step - loss: 0.4060 - accuracy: 0.8353
Epoch 70/500
113/113 [==============================] - 0s 881us/step - loss: 0.4054 - accuracy: 0.8347
Epoch 71/500
113/113 [==============================] - 0s 957us/step - loss: 0.4051 - accuracy: 0.8350
Epoch 72/500
113/113 [==============================] - 0s 924us/step - loss: 0.4050 - accuracy: 0.8347
Epoch 73/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4048 - accuracy: 0.8350
Epoch 74/500
113/113 [==============================] - 0s 897us/step - loss: 0.4044 - accuracy: 0.8342
Epoch 75/500
113/113 [==============================] - 0s 875us/step - loss: 0.4043 - accuracy: 0.8347
Epoch 76/500
113/113 [==============================] - 0s 931us/step - loss: 0.4040 - accuracy: 0.8361
Epoch 77/500
113/113 [==============================] - 0s 877us/step - loss: 0.4038 - accuracy: 0.8351
Epoch 78/500
113/113 [==============================] - 0s 928us/step - loss: 0.4034 - accuracy: 0.8353
Epoch 79/500
113/113 [==============================] - 0s 875us/step - loss: 0.4033 - accuracy: 0.8364
Epoch 80/500
113/113 [==============================] - 0s 884us/step - loss: 0.4030 - accuracy: 0.8365
Epoch 81/500
113/113 [==============================] - 0s 974us/step - loss: 0.4027 - accuracy: 0.8354
Epoch 82/500
113/113 [==============================] - 0s 897us/step - loss: 0.4025 - accuracy: 0.8357
Epoch 83/500
113/113 [==============================] - 0s 930us/step - loss: 0.4025 - accuracy: 0.8353
Epoch 84/500
113/113 [==============================] - 0s 903us/step - loss: 0.4024 - accuracy: 0.8357
Epoch 85/500
113/113 [==============================] - 0s 913us/step - loss: 0.4022 - accuracy: 0.8361
Epoch 86/500
113/113 [==============================] - 0s 933us/step - loss: 0.4020 - accuracy: 0.8368
Epoch 87/500
113/113 [==============================] - 0s 873us/step - loss: 0.4019 - accuracy: 0.8351
Epoch 88/500
113/113 [==============================] - 0s 902us/step - loss: 0.4018 - accuracy: 0.8360
Epoch 89/500
113/113 [==============================] - 0s 870us/step - loss: 0.4016 - accuracy: 0.8357
Epoch 90/500
113/113 [==============================] - 0s 933us/step - loss: 0.4012 - accuracy: 0.8365
Epoch 91/500
113/113 [==============================] - 0s 877us/step - loss: 0.4013 - accuracy: 0.8361
Epoch 92/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4011 - accuracy: 0.8361
Epoch 93/500
113/113 [==============================] - 0s 885us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 94/500
113/113 [==============================] - 0s 880us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 95/500
113/113 [==============================] - 0s 989us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 96/500
113/113 [==============================] - 0s 988us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 97/500
113/113 [==============================] - 0s 928us/step - loss: 0.4006 - accuracy: 0.8361
Epoch 98/500
113/113 [==============================] - 0s 889us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 99/500
113/113 [==============================] - 0s 902us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 100/500
113/113 [==============================] - 0s 916us/step - loss: 0.4003 - accuracy: 0.8353
Epoch 101/500
113/113 [==============================] - 0s 884us/step - loss: 0.4002 - accuracy: 0.8343
Epoch 102/500
113/113 [==============================] - 0s 945us/step - loss: 0.3998 - accuracy: 0.8354
Epoch 103/500
113/113 [==============================] - 0s 888us/step - loss: 0.4001 - accuracy: 0.8344
Epoch 104/500
113/113 [==============================] - 0s 909us/step - loss: 0.3998 - accuracy: 0.8354
Epoch 105/500
113/113 [==============================] - 0s 899us/step - loss: 0.3997 - accuracy: 0.8350
Epoch 106/500
113/113 [==============================] - 0s 913us/step - loss: 0.3997 - accuracy: 0.8353
Epoch 107/500
113/113 [==============================] - 0s 881us/step - loss: 0.3995 - accuracy: 0.8351
Epoch 108/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8350
Epoch 109/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3998 - accuracy: 0.8347
Epoch 110/500
113/113 [==============================] - 0s 881us/step - loss: 0.3992 - accuracy: 0.8340
Epoch 111/500
113/113 [==============================] - 0s 935us/step - loss: 0.3992 - accuracy: 0.8356
Epoch 112/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8347
Epoch 113/500
113/113 [==============================] - 0s 854us/step - loss: 0.3993 - accuracy: 0.8349
Epoch 114/500
113/113 [==============================] - 0s 832us/step - loss: 0.3993 - accuracy: 0.8349
Epoch 115/500
113/113 [==============================] - 0s 831us/step - loss: 0.3992 - accuracy: 0.8346
Epoch 116/500
113/113 [==============================] - 0s 859us/step - loss: 0.3991 - accuracy: 0.8347
Epoch 117/500
113/113 [==============================] - 0s 847us/step - loss: 0.3993 - accuracy: 0.8344
Epoch 118/500
113/113 [==============================] - 0s 859us/step - loss: 0.3990 - accuracy: 0.8340
Epoch 119/500
113/113 [==============================] - 0s 877us/step - loss: 0.3989 - accuracy: 0.8346
Epoch 120/500
113/113 [==============================] - 0s 873us/step - loss: 0.3992 - accuracy: 0.8347
Epoch 121/500
113/113 [==============================] - 0s 867us/step - loss: 0.3990 - accuracy: 0.8342
Epoch 122/500
113/113 [==============================] - 0s 888us/step - loss: 0.3989 - accuracy: 0.8340
Epoch 123/500
113/113 [==============================] - 0s 855us/step - loss: 0.3988 - accuracy: 0.8361
Epoch 124/500
113/113 [==============================] - 0s 863us/step - loss: 0.3987 - accuracy: 0.8353
Epoch 125/500
113/113 [==============================] - 0s 840us/step - loss: 0.3987 - accuracy: 0.8346
Epoch 126/500
113/113 [==============================] - 0s 854us/step - loss: 0.3985 - accuracy: 0.8350
Epoch 127/500
113/113 [==============================] - 0s 839us/step - loss: 0.3988 - accuracy: 0.8347
Epoch 128/500
113/113 [==============================] - 0s 863us/step - loss: 0.3988 - accuracy: 0.8353
Epoch 129/500
113/113 [==============================] - 0s 846us/step - loss: 0.3988 - accuracy: 0.8353
Epoch 130/500
113/113 [==============================] - 0s 871us/step - loss: 0.3986 - accuracy: 0.8346
Epoch 131/500
113/113 [==============================] - 0s 865us/step - loss: 0.3987 - accuracy: 0.8350
Epoch 132/500
113/113 [==============================] - 0s 835us/step - loss: 0.3986 - accuracy: 0.8346
Epoch 133/500
113/113 [==============================] - 0s 855us/step - loss: 0.3986 - accuracy: 0.8350
Epoch 134/500
113/113 [==============================] - 0s 834us/step - loss: 0.3985 - accuracy: 0.8346
Epoch 135/500
113/113 [==============================] - 0s 828us/step - loss: 0.3982 - accuracy: 0.8357
Epoch 136/500
113/113 [==============================] - 0s 860us/step - loss: 0.3986 - accuracy: 0.8340
Epoch 137/500
113/113 [==============================] - 0s 837us/step - loss: 0.3985 - accuracy: 0.8356
Epoch 138/500
113/113 [==============================] - 0s 862us/step - loss: 0.3985 - accuracy: 0.8351
Epoch 139/500
113/113 [==============================] - 0s 831us/step - loss: 0.3984 - accuracy: 0.8349
Epoch 140/500
113/113 [==============================] - 0s 879us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 141/500
113/113 [==============================] - 0s 884us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 142/500
113/113 [==============================] - 0s 903us/step - loss: 0.3985 - accuracy: 0.8339
Epoch 143/500
113/113 [==============================] - 0s 934us/step - loss: 0.3984 - accuracy: 0.8353
Epoch 144/500
113/113 [==============================] - 0s 843us/step - loss: 0.3984 - accuracy: 0.8343
Epoch 145/500
113/113 [==============================] - 0s 831us/step - loss: 0.3985 - accuracy: 0.8349
Epoch 146/500
113/113 [==============================] - 0s 870us/step - loss: 0.3983 - accuracy: 0.8340
Epoch 147/500
113/113 [==============================] - 0s 836us/step - loss: 0.3986 - accuracy: 0.8347
Epoch 148/500
113/113 [==============================] - 0s 856us/step - loss: 0.3983 - accuracy: 0.8340
Epoch 149/500
113/113 [==============================] - 0s 840us/step - loss: 0.3986 - accuracy: 0.8347
Epoch 150/500
113/113 [==============================] - 0s 933us/step - loss: 0.3986 - accuracy: 0.8347
Epoch 151/500
113/113 [==============================] - 0s 860us/step - loss: 0.3983 - accuracy: 0.8358
Epoch 152/500
113/113 [==============================] - 0s 820us/step - loss: 0.3983 - accuracy: 0.8351
Epoch 153/500
113/113 [==============================] - 0s 924us/step - loss: 0.3981 - accuracy: 0.8350
Epoch 154/500
113/113 [==============================] - 0s 854us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 155/500
113/113 [==============================] - 0s 847us/step - loss: 0.3983 - accuracy: 0.8340
Epoch 156/500
113/113 [==============================] - 0s 852us/step - loss: 0.3980 - accuracy: 0.8346
Epoch 157/500
113/113 [==============================] - 0s 827us/step - loss: 0.3981 - accuracy: 0.8338
Epoch 158/500
113/113 [==============================] - 0s 855us/step - loss: 0.3981 - accuracy: 0.8356
Epoch 159/500
113/113 [==============================] - 0s 825us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 160/500
113/113 [==============================] - 0s 950us/step - loss: 0.3983 - accuracy: 0.8353
Epoch 161/500
113/113 [==============================] - 0s 870us/step - loss: 0.3981 - accuracy: 0.8351
Epoch 162/500
113/113 [==============================] - 0s 829us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 163/500
113/113 [==============================] - 0s 940us/step - loss: 0.3983 - accuracy: 0.8367
Epoch 164/500
113/113 [==============================] - 0s 873us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 165/500
113/113 [==============================] - 0s 843us/step - loss: 0.3982 - accuracy: 0.8349
Epoch 166/500
113/113 [==============================] - 0s 880us/step - loss: 0.3982 - accuracy: 0.8346
Epoch 167/500
113/113 [==============================] - 0s 838us/step - loss: 0.3982 - accuracy: 0.8356
Epoch 168/500
113/113 [==============================] - 0s 863us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 169/500
113/113 [==============================] - 0s 835us/step - loss: 0.3979 - accuracy: 0.8353
Epoch 170/500
113/113 [==============================] - 0s 926us/step - loss: 0.3982 - accuracy: 0.8354
Epoch 171/500
113/113 [==============================] - 0s 858us/step - loss: 0.3983 - accuracy: 0.8356
Epoch 172/500
113/113 [==============================] - 0s 837us/step - loss: 0.3981 - accuracy: 0.8354
Epoch 173/500
113/113 [==============================] - 0s 861us/step - loss: 0.3979 - accuracy: 0.8351
Epoch 174/500
113/113 [==============================] - 0s 832us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 175/500
113/113 [==============================] - 0s 839us/step - loss: 0.3980 - accuracy: 0.8338
Epoch 176/500
113/113 [==============================] - 0s 852us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 177/500
113/113 [==============================] - 0s 827us/step - loss: 0.3981 - accuracy: 0.8353
Epoch 178/500
113/113 [==============================] - 0s 864us/step - loss: 0.3979 - accuracy: 0.8344
Epoch 179/500
113/113 [==============================] - 0s 830us/step - loss: 0.3980 - accuracy: 0.8351
Epoch 180/500
113/113 [==============================] - 0s 874us/step - loss: 0.3980 - accuracy: 0.8350
Epoch 181/500
113/113 [==============================] - 0s 850us/step - loss: 0.3979 - accuracy: 0.8346
Epoch 182/500
113/113 [==============================] - 0s 866us/step - loss: 0.3982 - accuracy: 0.8357
Epoch 183/500
113/113 [==============================] - 0s 997us/step - loss: 0.3980 - accuracy: 0.8333
Epoch 184/500
113/113 [==============================] - 0s 961us/step - loss: 0.3979 - accuracy: 0.8343
Epoch 185/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8346
Epoch 186/500
113/113 [==============================] - 0s 962us/step - loss: 0.3981 - accuracy: 0.8357
Epoch 187/500
113/113 [==============================] - 0s 964us/step - loss: 0.3981 - accuracy: 0.8353
Epoch 188/500
113/113 [==============================] - 0s 998us/step - loss: 0.3978 - accuracy: 0.8354
Epoch 189/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8350
Epoch 190/500
113/113 [==============================] - 0s 956us/step - loss: 0.3982 - accuracy: 0.8347
Epoch 191/500
113/113 [==============================] - 0s 839us/step - loss: 0.3978 - accuracy: 0.8347
Epoch 192/500
113/113 [==============================] - 0s 898us/step - loss: 0.3977 - accuracy: 0.8353
Epoch 193/500
113/113 [==============================] - 0s 872us/step - loss: 0.3978 - accuracy: 0.8343
Epoch 194/500
113/113 [==============================] - 0s 904us/step - loss: 0.3979 - accuracy: 0.8349
Epoch 195/500
113/113 [==============================] - 0s 954us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 196/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8343
Epoch 197/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8354
Epoch 198/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8351
Epoch 199/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3982 - accuracy: 0.8357
Epoch 200/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8358
Epoch 201/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8368
Epoch 202/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8344
Epoch 203/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8351
Epoch 204/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8347
Epoch 205/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8354
Epoch 206/500
113/113 [==============================] - 0s 933us/step - loss: 0.3975 - accuracy: 0.8356
Epoch 207/500
113/113 [==============================] - 0s 896us/step - loss: 0.3979 - accuracy: 0.8346
Epoch 208/500
113/113 [==============================] - 0s 879us/step - loss: 0.3979 - accuracy: 0.8357
Epoch 209/500
113/113 [==============================] - 0s 900us/step - loss: 0.3977 - accuracy: 0.8343
Epoch 210/500
113/113 [==============================] - 0s 869us/step - loss: 0.3980 - accuracy: 0.8339
Epoch 211/500
113/113 [==============================] - 0s 874us/step - loss: 0.3978 - accuracy: 0.8343
Epoch 212/500
113/113 [==============================] - 0s 964us/step - loss: 0.3977 - accuracy: 0.8350
Epoch 213/500
113/113 [==============================] - 0s 868us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 214/500
113/113 [==============================] - 0s 998us/step - loss: 0.3982 - accuracy: 0.8344
Epoch 215/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3974 - accuracy: 0.8358
Epoch 216/500
113/113 [==============================] - 0s 918us/step - loss: 0.3979 - accuracy: 0.8350
Epoch 217/500
113/113 [==============================] - 0s 894us/step - loss: 0.3980 - accuracy: 0.8358
Epoch 218/500
113/113 [==============================] - 0s 924us/step - loss: 0.3981 - accuracy: 0.8343
Epoch 219/500
113/113 [==============================] - 0s 922us/step - loss: 0.3979 - accuracy: 0.8349
Epoch 220/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8353
Epoch 221/500
113/113 [==============================] - 0s 869us/step - loss: 0.3981 - accuracy: 0.8342
Epoch 222/500
113/113 [==============================] - 0s 875us/step - loss: 0.3980 - accuracy: 0.8344
Epoch 223/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3979 - accuracy: 0.8349: 0s - loss: 0.4070 - accuracy:
Epoch 224/500
113/113 [==============================] - 0s 933us/step - loss: 0.3980 - accuracy: 0.8354
Epoch 225/500
113/113 [==============================] - 0s 855us/step - loss: 0.3976 - accuracy: 0.8358
Epoch 226/500
113/113 [==============================] - 0s 887us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 227/500
113/113 [==============================] - 0s 841us/step - loss: 0.3978 - accuracy: 0.8354
Epoch 228/500
113/113 [==============================] - 0s 869us/step - loss: 0.3980 - accuracy: 0.8351
Epoch 229/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8350
Epoch 230/500
113/113 [==============================] - 0s 851us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 231/500
113/113 [==============================] - 0s 866us/step - loss: 0.3978 - accuracy: 0.8347
Epoch 232/500
113/113 [==============================] - 0s 847us/step - loss: 0.3981 - accuracy: 0.8346
Epoch 233/500
113/113 [==============================] - 0s 886us/step - loss: 0.3977 - accuracy: 0.8353
Epoch 234/500
113/113 [==============================] - 0s 918us/step - loss: 0.3978 - accuracy: 0.8360
Epoch 235/500
113/113 [==============================] - 0s 851us/step - loss: 0.3979 - accuracy: 0.8364
Epoch 236/500
113/113 [==============================] - 0s 866us/step - loss: 0.3979 - accuracy: 0.8350
Epoch 237/500
113/113 [==============================] - 0s 853us/step - loss: 0.3979 - accuracy: 0.8358
Epoch 238/500
113/113 [==============================] - 0s 865us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 239/500
113/113 [==============================] - 0s 882us/step - loss: 0.3978 - accuracy: 0.8358
Epoch 240/500
113/113 [==============================] - 0s 855us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 241/500
113/113 [==============================] - 0s 886us/step - loss: 0.3977 - accuracy: 0.8353
Epoch 242/500
113/113 [==============================] - 0s 852us/step - loss: 0.3978 - accuracy: 0.8349
Epoch 243/500
113/113 [==============================] - 0s 886us/step - loss: 0.3980 - accuracy: 0.8340
Epoch 244/500
113/113 [==============================] - 0s 965us/step - loss: 0.3977 - accuracy: 0.8346
Epoch 245/500
113/113 [==============================] - 0s 847us/step - loss: 0.3981 - accuracy: 0.8357
Epoch 246/500
113/113 [==============================] - 0s 861us/step - loss: 0.3977 - accuracy: 0.8356
Epoch 247/500
113/113 [==============================] - 0s 836us/step - loss: 0.3978 - accuracy: 0.8347
Epoch 248/500
113/113 [==============================] - 0s 859us/step - loss: 0.3978 - accuracy: 0.8361
Epoch 249/500
113/113 [==============================] - 0s 846us/step - loss: 0.3977 - accuracy: 0.8339
Epoch 250/500
113/113 [==============================] - 0s 858us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 251/500
113/113 [==============================] - 0s 915us/step - loss: 0.3977 - accuracy: 0.8361
Epoch 252/500
113/113 [==============================] - 0s 845us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 253/500
113/113 [==============================] - 0s 870us/step - loss: 0.3980 - accuracy: 0.8356
Epoch 254/500
113/113 [==============================] - 0s 861us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 255/500
113/113 [==============================] - 0s 846us/step - loss: 0.3977 - accuracy: 0.8344
Epoch 256/500
113/113 [==============================] - 0s 870us/step - loss: 0.3978 - accuracy: 0.8338
Epoch 257/500
113/113 [==============================] - 0s 852us/step - loss: 0.3978 - accuracy: 0.8358
Epoch 258/500
113/113 [==============================] - 0s 861us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 259/500
113/113 [==============================] - 0s 865us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 260/500
113/113 [==============================] - 0s 843us/step - loss: 0.3977 - accuracy: 0.8342
Epoch 261/500
113/113 [==============================] - 0s 896us/step - loss: 0.3976 - accuracy: 0.8347
Epoch 262/500
113/113 [==============================] - 0s 871us/step - loss: 0.3978 - accuracy: 0.8347
Epoch 263/500
113/113 [==============================] - 0s 898us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 264/500
113/113 [==============================] - 0s 846us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 265/500
113/113 [==============================] - 0s 840us/step - loss: 0.3979 - accuracy: 0.8350
Epoch 266/500
113/113 [==============================] - 0s 865us/step - loss: 0.3976 - accuracy: 0.8367
Epoch 267/500
113/113 [==============================] - 0s 842us/step - loss: 0.3974 - accuracy: 0.8356
Epoch 268/500
113/113 [==============================] - 0s 872us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 269/500
113/113 [==============================] - 0s 855us/step - loss: 0.3979 - accuracy: 0.8353
Epoch 270/500
113/113 [==============================] - 0s 843us/step - loss: 0.3977 - accuracy: 0.8350
Epoch 271/500
113/113 [==============================] - 0s 863us/step - loss: 0.3976 - accuracy: 0.8350
Epoch 272/500
113/113 [==============================] - 0s 927us/step - loss: 0.3977 - accuracy: 0.8357
Epoch 273/500
113/113 [==============================] - 0s 890us/step - loss: 0.3974 - accuracy: 0.8360
Epoch 274/500
113/113 [==============================] - 0s 902us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 275/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8349
Epoch 276/500
113/113 [==============================] - 0s 992us/step - loss: 0.3978 - accuracy: 0.8342
Epoch 277/500
113/113 [==============================] - 0s 864us/step - loss: 0.3979 - accuracy: 0.8343
Epoch 278/500
113/113 [==============================] - 0s 993us/step - loss: 0.3978 - accuracy: 0.8353
Epoch 279/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8363
Epoch 280/500
113/113 [==============================] - 0s 944us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 281/500
113/113 [==============================] - 0s 885us/step - loss: 0.3975 - accuracy: 0.8353
Epoch 282/500
113/113 [==============================] - 0s 884us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 283/500
113/113 [==============================] - 0s 839us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 284/500
113/113 [==============================] - 0s 862us/step - loss: 0.3977 - accuracy: 0.8356
Epoch 285/500
113/113 [==============================] - 0s 871us/step - loss: 0.3977 - accuracy: 0.8351
Epoch 286/500
113/113 [==============================] - 0s 852us/step - loss: 0.3979 - accuracy: 0.8365
Epoch 287/500
113/113 [==============================] - 0s 902us/step - loss: 0.3978 - accuracy: 0.8351
Epoch 288/500
113/113 [==============================] - 0s 841us/step - loss: 0.3974 - accuracy: 0.8350
Epoch 289/500
113/113 [==============================] - 0s 841us/step - loss: 0.3979 - accuracy: 0.8342
Epoch 290/500
113/113 [==============================] - 0s 864us/step - loss: 0.3975 - accuracy: 0.8349
Epoch 291/500
113/113 [==============================] - 0s 959us/step - loss: 0.3975 - accuracy: 0.8358
Epoch 292/500
113/113 [==============================] - 0s 884us/step - loss: 0.3977 - accuracy: 0.8356
Epoch 293/500
113/113 [==============================] - 0s 885us/step - loss: 0.3978 - accuracy: 0.8365
Epoch 294/500
113/113 [==============================] - 0s 837us/step - loss: 0.3977 - accuracy: 0.8346
Epoch 295/500
113/113 [==============================] - 0s 881us/step - loss: 0.3977 - accuracy: 0.8353
Epoch 296/500
113/113 [==============================] - 0s 843us/step - loss: 0.3980 - accuracy: 0.8336
Epoch 297/500
113/113 [==============================] - 0s 881us/step - loss: 0.3977 - accuracy: 0.8343
Epoch 298/500
113/113 [==============================] - 0s 856us/step - loss: 0.3975 - accuracy: 0.8354
Epoch 299/500
113/113 [==============================] - 0s 841us/step - loss: 0.3977 - accuracy: 0.8360
Epoch 300/500
113/113 [==============================] - 0s 868us/step - loss: 0.3977 - accuracy: 0.8351
Epoch 301/500
113/113 [==============================] - 0s 887us/step - loss: 0.3977 - accuracy: 0.8333
Epoch 302/500
113/113 [==============================] - 0s 848us/step - loss: 0.3977 - accuracy: 0.8354
Epoch 303/500
113/113 [==============================] - 0s 869us/step - loss: 0.3975 - accuracy: 0.8340
Epoch 304/500
113/113 [==============================] - 0s 850us/step - loss: 0.3977 - accuracy: 0.8346
Epoch 305/500
113/113 [==============================] - 0s 853us/step - loss: 0.3977 - accuracy: 0.8354
Epoch 306/500
113/113 [==============================] - 0s 844us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 307/500
113/113 [==============================] - 0s 838us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 308/500
113/113 [==============================] - 0s 866us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 309/500
113/113 [==============================] - 0s 842us/step - loss: 0.3980 - accuracy: 0.8358
Epoch 310/500
113/113 [==============================] - 0s 856us/step - loss: 0.3977 - accuracy: 0.8351
Epoch 311/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8357
Epoch 312/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8356
Epoch 313/500
113/113 [==============================] - 0s 924us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 314/500
113/113 [==============================] - 0s 843us/step - loss: 0.3976 - accuracy: 0.8342
Epoch 315/500
113/113 [==============================] - 0s 846us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 316/500
113/113 [==============================] - 0s 838us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 317/500
113/113 [==============================] - 0s 865us/step - loss: 0.3976 - accuracy: 0.8350
Epoch 318/500
113/113 [==============================] - 0s 840us/step - loss: 0.3982 - accuracy: 0.8336
Epoch 319/500
113/113 [==============================] - 0s 847us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 320/500
113/113 [==============================] - 0s 962us/step - loss: 0.3979 - accuracy: 0.8342
Epoch 321/500
113/113 [==============================] - 0s 967us/step - loss: 0.3976 - accuracy: 0.8349
Epoch 322/500
113/113 [==============================] - 0s 929us/step - loss: 0.3977 - accuracy: 0.8331
Epoch 323/500
113/113 [==============================] - 0s 927us/step - loss: 0.3976 - accuracy: 0.8335
Epoch 324/500
113/113 [==============================] - 0s 939us/step - loss: 0.3976 - accuracy: 0.8349
Epoch 325/500
113/113 [==============================] - 0s 929us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 326/500
113/113 [==============================] - 0s 959us/step - loss: 0.3978 - accuracy: 0.8342
Epoch 327/500
113/113 [==============================] - 0s 922us/step - loss: 0.3975 - accuracy: 0.8340
Epoch 328/500
113/113 [==============================] - 0s 927us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 329/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8344
Epoch 330/500
113/113 [==============================] - 0s 914us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 331/500
113/113 [==============================] - 0s 897us/step - loss: 0.3975 - accuracy: 0.8346
Epoch 332/500
113/113 [==============================] - 0s 847us/step - loss: 0.3976 - accuracy: 0.8344
Epoch 333/500
113/113 [==============================] - 0s 846us/step - loss: 0.3978 - accuracy: 0.8340
Epoch 334/500
113/113 [==============================] - 0s 858us/step - loss: 0.3978 - accuracy: 0.8351
Epoch 335/500
113/113 [==============================] - 0s 838us/step - loss: 0.3973 - accuracy: 0.8354
Epoch 336/500
113/113 [==============================] - 0s 867us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 337/500
113/113 [==============================] - 0s 839us/step - loss: 0.3978 - accuracy: 0.8347
Epoch 338/500
113/113 [==============================] - 0s 845us/step - loss: 0.3975 - accuracy: 0.8361
Epoch 339/500
113/113 [==============================] - 0s 905us/step - loss: 0.3975 - accuracy: 0.8339
Epoch 340/500
113/113 [==============================] - 0s 834us/step - loss: 0.3976 - accuracy: 0.8340
Epoch 341/500
113/113 [==============================] - 0s 851us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 342/500
113/113 [==============================] - 0s 852us/step - loss: 0.3973 - accuracy: 0.8353
Epoch 343/500
113/113 [==============================] - 0s 841us/step - loss: 0.3977 - accuracy: 0.8369
Epoch 344/500
113/113 [==============================] - 0s 839us/step - loss: 0.3976 - accuracy: 0.8358
Epoch 345/500
113/113 [==============================] - 0s 839us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 346/500
113/113 [==============================] - 0s 852us/step - loss: 0.3976 - accuracy: 0.8339
Epoch 347/500
113/113 [==============================] - 0s 850us/step - loss: 0.3977 - accuracy: 0.8343
Epoch 348/500
113/113 [==============================] - 0s 841us/step - loss: 0.3976 - accuracy: 0.8346
Epoch 349/500
113/113 [==============================] - 0s 885us/step - loss: 0.3976 - accuracy: 0.8350
Epoch 350/500
113/113 [==============================] - 0s 850us/step - loss: 0.3977 - accuracy: 0.8346
Epoch 351/500
113/113 [==============================] - 0s 849us/step - loss: 0.3975 - accuracy: 0.8343
Epoch 352/500
113/113 [==============================] - 0s 856us/step - loss: 0.3976 - accuracy: 0.8360
Epoch 353/500
113/113 [==============================] - 0s 841us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 354/500
113/113 [==============================] - 0s 848us/step - loss: 0.3976 - accuracy: 0.8356
Epoch 355/500
113/113 [==============================] - 0s 843us/step - loss: 0.3974 - accuracy: 0.8344
Epoch 356/500
113/113 [==============================] - 0s 857us/step - loss: 0.3978 - accuracy: 0.8342
Epoch 357/500
113/113 [==============================] - 0s 858us/step - loss: 0.3975 - accuracy: 0.8343
Epoch 358/500
113/113 [==============================] - 0s 849us/step - loss: 0.3977 - accuracy: 0.8357
Epoch 359/500
113/113 [==============================] - 0s 974us/step - loss: 0.3974 - accuracy: 0.8336
Epoch 360/500
113/113 [==============================] - 0s 848us/step - loss: 0.3975 - accuracy: 0.8346
Epoch 361/500
113/113 [==============================] - 0s 850us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 362/500
113/113 [==============================] - 0s 881us/step - loss: 0.3977 - accuracy: 0.8344
Epoch 363/500
113/113 [==============================] - 0s 851us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 364/500
113/113 [==============================] - 0s 851us/step - loss: 0.3973 - accuracy: 0.8356
Epoch 365/500
113/113 [==============================] - 0s 836us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 366/500
113/113 [==============================] - 0s 843us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 367/500
113/113 [==============================] - 0s 867us/step - loss: 0.3976 - accuracy: 0.8344
Epoch 368/500
113/113 [==============================] - 0s 842us/step - loss: 0.3978 - accuracy: 0.8360
Epoch 369/500
113/113 [==============================] - 0s 927us/step - loss: 0.3976 - accuracy: 0.8365
Epoch 370/500
113/113 [==============================] - 0s 841us/step - loss: 0.3977 - accuracy: 0.8347
Epoch 371/500
113/113 [==============================] - 0s 851us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 372/500
113/113 [==============================] - 0s 867us/step - loss: 0.3977 - accuracy: 0.8364
Epoch 373/500
113/113 [==============================] - 0s 856us/step - loss: 0.3977 - accuracy: 0.8336
Epoch 374/500
113/113 [==============================] - 0s 855us/step - loss: 0.3976 - accuracy: 0.8349
Epoch 375/500
113/113 [==============================] - 0s 844us/step - loss: 0.3975 - accuracy: 0.8335
Epoch 376/500
113/113 [==============================] - 0s 844us/step - loss: 0.3973 - accuracy: 0.8342
Epoch 377/500
113/113 [==============================] - 0s 891us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 378/500
113/113 [==============================] - 0s 848us/step - loss: 0.3975 - accuracy: 0.8354
Epoch 379/500
113/113 [==============================] - 0s 971us/step - loss: 0.3975 - accuracy: 0.8349
Epoch 380/500
113/113 [==============================] - 0s 843us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 381/500
113/113 [==============================] - 0s 850us/step - loss: 0.3975 - accuracy: 0.8358
Epoch 382/500
113/113 [==============================] - 0s 906us/step - loss: 0.3975 - accuracy: 0.8340
Epoch 383/500
113/113 [==============================] - 0s 831us/step - loss: 0.3974 - accuracy: 0.8351
Epoch 384/500
113/113 [==============================] - 0s 853us/step - loss: 0.3974 - accuracy: 0.8350
Epoch 385/500
113/113 [==============================] - 0s 841us/step - loss: 0.3972 - accuracy: 0.8354
Epoch 386/500
113/113 [==============================] - 0s 836us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 387/500
113/113 [==============================] - 0s 857us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 388/500
113/113 [==============================] - 0s 836us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 389/500
113/113 [==============================] - 0s 878us/step - loss: 0.3979 - accuracy: 0.8358
Epoch 390/500
113/113 [==============================] - 0s 854us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 391/500
113/113 [==============================] - 0s 887us/step - loss: 0.3976 - accuracy: 0.8332
Epoch 392/500
113/113 [==============================] - 0s 879us/step - loss: 0.3976 - accuracy: 0.8357
Epoch 393/500
113/113 [==============================] - 0s 843us/step - loss: 0.3978 - accuracy: 0.8333
Epoch 394/500
113/113 [==============================] - 0s 856us/step - loss: 0.3974 - accuracy: 0.8340
Epoch 395/500
113/113 [==============================] - 0s 833us/step - loss: 0.3977 - accuracy: 0.8356
Epoch 396/500
113/113 [==============================] - 0s 844us/step - loss: 0.3976 - accuracy: 0.8340
Epoch 397/500
113/113 [==============================] - 0s 861us/step - loss: 0.3976 - accuracy: 0.8344
Epoch 398/500
113/113 [==============================] - 0s 834us/step - loss: 0.3975 - accuracy: 0.8365
Epoch 399/500
113/113 [==============================] - 0s 950us/step - loss: 0.3977 - accuracy: 0.8354
Epoch 400/500
113/113 [==============================] - 0s 844us/step - loss: 0.3974 - accuracy: 0.8354
Epoch 401/500
113/113 [==============================] - 0s 849us/step - loss: 0.3974 - accuracy: 0.8347
Epoch 402/500
113/113 [==============================] - 0s 858us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 403/500
113/113 [==============================] - 0s 853us/step - loss: 0.3975 - accuracy: 0.8353
Epoch 404/500
113/113 [==============================] - 0s 854us/step - loss: 0.3977 - accuracy: 0.8347
Epoch 405/500
113/113 [==============================] - 0s 838us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 406/500
113/113 [==============================] - 0s 855us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 407/500
113/113 [==============================] - 0s 848us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 408/500
113/113 [==============================] - 0s 839us/step - loss: 0.3975 - accuracy: 0.8346
Epoch 409/500
113/113 [==============================] - 0s 916us/step - loss: 0.3975 - accuracy: 0.8350
Epoch 410/500
113/113 [==============================] - 0s 870us/step - loss: 0.3975 - accuracy: 0.8343
Epoch 411/500
113/113 [==============================] - 0s 841us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 412/500
113/113 [==============================] - 0s 844us/step - loss: 0.3975 - accuracy: 0.8346
Epoch 413/500
113/113 [==============================] - 0s 852us/step - loss: 0.3978 - accuracy: 0.8343
Epoch 414/500
113/113 [==============================] - 0s 851us/step - loss: 0.3973 - accuracy: 0.8342
Epoch 415/500
113/113 [==============================] - 0s 839us/step - loss: 0.3976 - accuracy: 0.8343
Epoch 416/500
113/113 [==============================] - 0s 858us/step - loss: 0.3975 - accuracy: 0.8349
Epoch 417/500
113/113 [==============================] - 0s 833us/step - loss: 0.3977 - accuracy: 0.8347
Epoch 418/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3975 - accuracy: 0.8343
Epoch 419/500
113/113 [==============================] - 0s 922us/step - loss: 0.3976 - accuracy: 0.8347
Epoch 420/500
113/113 [==============================] - 0s 848us/step - loss: 0.3974 - accuracy: 0.8350
Epoch 421/500
113/113 [==============================] - 0s 864us/step - loss: 0.3976 - accuracy: 0.8344
Epoch 422/500
113/113 [==============================] - 0s 872us/step - loss: 0.3975 - accuracy: 0.8340
Epoch 423/500
113/113 [==============================] - 0s 878us/step - loss: 0.3975 - accuracy: 0.8346
Epoch 424/500
113/113 [==============================] - 0s 847us/step - loss: 0.3975 - accuracy: 0.8342
Epoch 425/500
113/113 [==============================] - 0s 852us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 426/500
113/113 [==============================] - 0s 939us/step - loss: 0.3976 - accuracy: 0.8346
Epoch 427/500
113/113 [==============================] - 0s 852us/step - loss: 0.3977 - accuracy: 0.8350
Epoch 428/500
113/113 [==============================] - 0s 877us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 429/500
113/113 [==============================] - 0s 908us/step - loss: 0.3976 - accuracy: 0.8346
Epoch 430/500
113/113 [==============================] - 0s 881us/step - loss: 0.3974 - accuracy: 0.8354
Epoch 431/500
113/113 [==============================] - 0s 877us/step - loss: 0.3975 - accuracy: 0.8346
Epoch 432/500
113/113 [==============================] - 0s 872us/step - loss: 0.3978 - accuracy: 0.8353
Epoch 433/500
113/113 [==============================] - 0s 866us/step - loss: 0.3976 - accuracy: 0.8347
Epoch 434/500
113/113 [==============================] - 0s 846us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 435/500
113/113 [==============================] - 0s 886us/step - loss: 0.3974 - accuracy: 0.8351
Epoch 436/500
113/113 [==============================] - 0s 855us/step - loss: 0.3976 - accuracy: 0.8347
Epoch 437/500
113/113 [==============================] - 0s 858us/step - loss: 0.3978 - accuracy: 0.8356
Epoch 438/500
113/113 [==============================] - 0s 875us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 439/500
113/113 [==============================] - 0s 962us/step - loss: 0.3973 - accuracy: 0.8360
Epoch 440/500
113/113 [==============================] - 0s 872us/step - loss: 0.3974 - accuracy: 0.8360
Epoch 441/500
113/113 [==============================] - 0s 851us/step - loss: 0.3974 - accuracy: 0.8350
Epoch 442/500
113/113 [==============================] - 0s 861us/step - loss: 0.3974 - accuracy: 0.8338
Epoch 443/500
113/113 [==============================] - 0s 880us/step - loss: 0.3974 - accuracy: 0.8340
Epoch 444/500
113/113 [==============================] - 0s 839us/step - loss: 0.3977 - accuracy: 0.8349
Epoch 445/500
113/113 [==============================] - 0s 886us/step - loss: 0.3975 - accuracy: 0.8361
Epoch 446/500
113/113 [==============================] - 0s 851us/step - loss: 0.3976 - accuracy: 0.8342
Epoch 447/500
113/113 [==============================] - 0s 856us/step - loss: 0.3973 - accuracy: 0.8342
Epoch 448/500
113/113 [==============================] - 0s 884us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 449/500
113/113 [==============================] - 0s 938us/step - loss: 0.3976 - accuracy: 0.8329
Epoch 450/500
113/113 [==============================] - 0s 870us/step - loss: 0.3974 - accuracy: 0.8351
Epoch 451/500
113/113 [==============================] - 0s 841us/step - loss: 0.3976 - accuracy: 0.8351
Epoch 452/500
113/113 [==============================] - 0s 961us/step - loss: 0.3976 - accuracy: 0.8350
Epoch 453/500
113/113 [==============================] - 0s 868us/step - loss: 0.3974 - accuracy: 0.8353
Epoch 454/500
113/113 [==============================] - 0s 840us/step - loss: 0.3976 - accuracy: 0.8347
Epoch 455/500
113/113 [==============================] - 0s 881us/step - loss: 0.3974 - accuracy: 0.8353
Epoch 456/500
113/113 [==============================] - 0s 855us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 457/500
113/113 [==============================] - 0s 865us/step - loss: 0.3976 - accuracy: 0.8353
Epoch 458/500
113/113 [==============================] - 0s 980us/step - loss: 0.3975 - accuracy: 0.8354
Epoch 459/500
113/113 [==============================] - 0s 880us/step - loss: 0.3973 - accuracy: 0.8351
Epoch 460/500
113/113 [==============================] - 0s 869us/step - loss: 0.3975 - accuracy: 0.8344
Epoch 461/500
113/113 [==============================] - 0s 838us/step - loss: 0.3977 - accuracy: 0.8346
Epoch 462/500
113/113 [==============================] - 0s 858us/step - loss: 0.3973 - accuracy: 0.8351
Epoch 463/500
113/113 [==============================] - 0s 848us/step - loss: 0.3977 - accuracy: 0.8344
Epoch 464/500
113/113 [==============================] - 0s 852us/step - loss: 0.3974 - accuracy: 0.8353
Epoch 465/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3972 - accuracy: 0.8344
Epoch 466/500
113/113 [==============================] - 0s 834us/step - loss: 0.3979 - accuracy: 0.8347
Epoch 467/500
113/113 [==============================] - 0s 872us/step - loss: 0.3976 - accuracy: 0.8350
Epoch 468/500
113/113 [==============================] - 0s 890us/step - loss: 0.3977 - accuracy: 0.8347
Epoch 469/500
113/113 [==============================] - 0s 838us/step - loss: 0.3977 - accuracy: 0.8353
Epoch 470/500
113/113 [==============================] - 0s 871us/step - loss: 0.3975 - accuracy: 0.8349
Epoch 471/500
113/113 [==============================] - 0s 867us/step - loss: 0.3974 - accuracy: 0.8344
Epoch 472/500
113/113 [==============================] - 0s 900us/step - loss: 0.3980 - accuracy: 0.8351
Epoch 473/500
113/113 [==============================] - 0s 836us/step - loss: 0.3973 - accuracy: 0.8342
Epoch 474/500
113/113 [==============================] - 0s 849us/step - loss: 0.3975 - accuracy: 0.8351
Epoch 475/500
113/113 [==============================] - 0s 890us/step - loss: 0.3976 - accuracy: 0.8343
Epoch 476/500
113/113 [==============================] - 0s 850us/step - loss: 0.3975 - accuracy: 0.8358
Epoch 477/500
113/113 [==============================] - 0s 903us/step - loss: 0.3975 - accuracy: 0.83500s - loss: 0.3975 - accuracy: 0.83
Epoch 478/500
113/113 [==============================] - 0s 914us/step - loss: 0.3974 - accuracy: 0.8350
Epoch 479/500
113/113 [==============================] - 0s 836us/step - loss: 0.3971 - accuracy: 0.8350
Epoch 480/500
113/113 [==============================] - 0s 871us/step - loss: 0.3978 - accuracy: 0.8335
Epoch 481/500
113/113 [==============================] - 0s 856us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 482/500
113/113 [==============================] - 0s 918us/step - loss: 0.3974 - accuracy: 0.8356
Epoch 483/500
113/113 [==============================] - 0s 839us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 484/500
113/113 [==============================] - 0s 841us/step - loss: 0.3974 - accuracy: 0.8338
Epoch 485/500
113/113 [==============================] - 0s 886us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 486/500
113/113 [==============================] - 0s 852us/step - loss: 0.3974 - accuracy: 0.8354
Epoch 487/500
113/113 [==============================] - 0s 908us/step - loss: 0.3974 - accuracy: 0.8343
Epoch 488/500
113/113 [==============================] - 0s 899us/step - loss: 0.3975 - accuracy: 0.8347
Epoch 489/500
113/113 [==============================] - 0s 859us/step - loss: 0.3975 - accuracy: 0.8342
Epoch 490/500
113/113 [==============================] - 0s 907us/step - loss: 0.3974 - accuracy: 0.8343
Epoch 491/500
113/113 [==============================] - 0s 834us/step - loss: 0.3977 - accuracy: 0.8344
Epoch 492/500
113/113 [==============================] - 0s 882us/step - loss: 0.3977 - accuracy: 0.8354
Epoch 493/500
113/113 [==============================] - 0s 847us/step - loss: 0.3973 - accuracy: 0.8356
Epoch 494/500
113/113 [==============================] - 0s 881us/step - loss: 0.3975 - accuracy: 0.8349
Epoch 495/500
113/113 [==============================] - 0s 861us/step - loss: 0.3979 - accuracy: 0.8342
Epoch 496/500
113/113 [==============================] - 0s 845us/step - loss: 0.3974 - accuracy: 0.8349
Epoch 497/500
113/113 [==============================] - 0s 902us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 498/500
113/113 [==============================] - 0s 875us/step - loss: 0.3973 - accuracy: 0.8343
Epoch 499/500
113/113 [==============================] - 0s 863us/step - loss: 0.3976 - accuracy: 0.8340
Epoch 500/500
113/113 [==============================] - 0s 847us/step - loss: 0.3974 - accuracy: 0.8357
Epoch 1/500
113/113 [==============================] - 0s 859us/step - loss: 0.6671 - accuracy: 0.7903
Epoch 2/500
113/113 [==============================] - 0s 860us/step - loss: 0.5476 - accuracy: 0.7960
Epoch 3/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7960
Epoch 4/500
113/113 [==============================] - 0s 875us/step - loss: 0.4400 - accuracy: 0.7960
Epoch 5/500
113/113 [==============================] - 0s 903us/step - loss: 0.4367 - accuracy: 0.7960
Epoch 6/500
113/113 [==============================] - 0s 857us/step - loss: 0.4346 - accuracy: 0.7960
Epoch 7/500
113/113 [==============================] - 0s 938us/step - loss: 0.4331 - accuracy: 0.7960
Epoch 8/500
113/113 [==============================] - 0s 908us/step - loss: 0.4321 - accuracy: 0.7960
Epoch 9/500
113/113 [==============================] - 0s 868us/step - loss: 0.4314 - accuracy: 0.7960
Epoch 10/500
113/113 [==============================] - 0s 916us/step - loss: 0.4309 - accuracy: 0.7960
Epoch 11/500
113/113 [==============================] - 0s 865us/step - loss: 0.4301 - accuracy: 0.7960
Epoch 12/500
113/113 [==============================] - 0s 924us/step - loss: 0.4296 - accuracy: 0.7960
Epoch 13/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4289 - accuracy: 0.7960
Epoch 14/500
113/113 [==============================] - 0s 907us/step - loss: 0.4281 - accuracy: 0.7960
Epoch 15/500
113/113 [==============================] - 0s 882us/step - loss: 0.4271 - accuracy: 0.7960
Epoch 16/500
113/113 [==============================] - 0s 873us/step - loss: 0.4261 - accuracy: 0.7960
Epoch 17/500
113/113 [==============================] - 0s 949us/step - loss: 0.4248 - accuracy: 0.7960
Epoch 18/500
113/113 [==============================] - 0s 868us/step - loss: 0.4235 - accuracy: 0.7960
Epoch 19/500
113/113 [==============================] - 0s 990us/step - loss: 0.4221 - accuracy: 0.7960
Epoch 20/500
113/113 [==============================] - 0s 881us/step - loss: 0.4210 - accuracy: 0.8108
Epoch 21/500
113/113 [==============================] - 0s 874us/step - loss: 0.4197 - accuracy: 0.8183
Epoch 22/500
113/113 [==============================] - 0s 947us/step - loss: 0.4188 - accuracy: 0.8204
Epoch 23/500
113/113 [==============================] - 0s 870us/step - loss: 0.4181 - accuracy: 0.8225
Epoch 24/500
113/113 [==============================] - 0s 992us/step - loss: 0.4169 - accuracy: 0.8244
Epoch 25/500
113/113 [==============================] - 0s 876us/step - loss: 0.4162 - accuracy: 0.8257
Epoch 26/500
113/113 [==============================] - 0s 907us/step - loss: 0.4154 - accuracy: 0.8258
Epoch 27/500
113/113 [==============================] - 0s 876us/step - loss: 0.4148 - accuracy: 0.8269
Epoch 28/500
113/113 [==============================] - 0s 877us/step - loss: 0.4141 - accuracy: 0.8290
Epoch 29/500
113/113 [==============================] - 0s 936us/step - loss: 0.4134 - accuracy: 0.8296
Epoch 30/500
113/113 [==============================] - 0s 874us/step - loss: 0.4128 - accuracy: 0.8293
Epoch 31/500
113/113 [==============================] - 0s 939us/step - loss: 0.4123 - accuracy: 0.8300
Epoch 32/500
113/113 [==============================] - 0s 897us/step - loss: 0.4117 - accuracy: 0.8307
Epoch 33/500
113/113 [==============================] - 0s 972us/step - loss: 0.4111 - accuracy: 0.8308
Epoch 34/500
113/113 [==============================] - 0s 913us/step - loss: 0.4105 - accuracy: 0.8311
Epoch 35/500
113/113 [==============================] - 0s 872us/step - loss: 0.4100 - accuracy: 0.8325
Epoch 36/500
113/113 [==============================] - 0s 934us/step - loss: 0.4093 - accuracy: 0.8331
Epoch 37/500
113/113 [==============================] - 0s 866us/step - loss: 0.4088 - accuracy: 0.8336
Epoch 38/500
113/113 [==============================] - 0s 930us/step - loss: 0.4085 - accuracy: 0.8339
Epoch 39/500
113/113 [==============================] - 0s 871us/step - loss: 0.4079 - accuracy: 0.8351
Epoch 40/500
113/113 [==============================] - 0s 939us/step - loss: 0.4074 - accuracy: 0.8347
Epoch 41/500
113/113 [==============================] - 0s 885us/step - loss: 0.4069 - accuracy: 0.8353
Epoch 42/500
113/113 [==============================] - 0s 866us/step - loss: 0.4065 - accuracy: 0.8350
Epoch 43/500
113/113 [==============================] - 0s 914us/step - loss: 0.4064 - accuracy: 0.8353
Epoch 44/500
113/113 [==============================] - 0s 872us/step - loss: 0.4057 - accuracy: 0.8364
Epoch 45/500
113/113 [==============================] - 0s 913us/step - loss: 0.4055 - accuracy: 0.8354
Epoch 46/500
113/113 [==============================] - 0s 883us/step - loss: 0.4050 - accuracy: 0.8364
Epoch 47/500
113/113 [==============================] - 0s 879us/step - loss: 0.4047 - accuracy: 0.8368
Epoch 48/500
113/113 [==============================] - 0s 966us/step - loss: 0.4043 - accuracy: 0.8368
Epoch 49/500
113/113 [==============================] - 0s 857us/step - loss: 0.4040 - accuracy: 0.8364
Epoch 50/500
113/113 [==============================] - 0s 907us/step - loss: 0.4038 - accuracy: 0.8375
Epoch 51/500
113/113 [==============================] - 0s 949us/step - loss: 0.4035 - accuracy: 0.8378
Epoch 52/500
113/113 [==============================] - 0s 920us/step - loss: 0.4032 - accuracy: 0.8372
Epoch 53/500
113/113 [==============================] - 0s 864us/step - loss: 0.4027 - accuracy: 0.8383
Epoch 54/500
113/113 [==============================] - 0s 885us/step - loss: 0.4026 - accuracy: 0.8389
Epoch 55/500
113/113 [==============================] - 0s 933us/step - loss: 0.4024 - accuracy: 0.8382
Epoch 56/500
113/113 [==============================] - 0s 882us/step - loss: 0.4020 - accuracy: 0.8381
Epoch 57/500
113/113 [==============================] - 0s 955us/step - loss: 0.4019 - accuracy: 0.8382
Epoch 58/500
113/113 [==============================] - 0s 876us/step - loss: 0.4016 - accuracy: 0.8386
Epoch 59/500
113/113 [==============================] - 0s 881us/step - loss: 0.4016 - accuracy: 0.8385
Epoch 60/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8388
Epoch 61/500
113/113 [==============================] - 0s 887us/step - loss: 0.4010 - accuracy: 0.8386
Epoch 62/500
113/113 [==============================] - 0s 956us/step - loss: 0.4010 - accuracy: 0.8389
Epoch 63/500
113/113 [==============================] - 0s 873us/step - loss: 0.4006 - accuracy: 0.8385
Epoch 64/500
113/113 [==============================] - 0s 910us/step - loss: 0.4007 - accuracy: 0.8396
Epoch 65/500
113/113 [==============================] - 0s 898us/step - loss: 0.4006 - accuracy: 0.8390
Epoch 66/500
113/113 [==============================] - 0s 872us/step - loss: 0.4005 - accuracy: 0.8389
Epoch 67/500
113/113 [==============================] - 0s 964us/step - loss: 0.4001 - accuracy: 0.8393
Epoch 68/500
113/113 [==============================] - 0s 938us/step - loss: 0.4001 - accuracy: 0.8383
Epoch 69/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8385
Epoch 70/500
113/113 [==============================] - 0s 938us/step - loss: 0.4001 - accuracy: 0.8390
Epoch 71/500
113/113 [==============================] - 0s 920us/step - loss: 0.3999 - accuracy: 0.8385
Epoch 72/500
113/113 [==============================] - 0s 873us/step - loss: 0.3998 - accuracy: 0.8378
Epoch 73/500
113/113 [==============================] - 0s 872us/step - loss: 0.3996 - accuracy: 0.8392
Epoch 74/500
113/113 [==============================] - 0s 926us/step - loss: 0.3995 - accuracy: 0.8393
Epoch 75/500
113/113 [==============================] - 0s 891us/step - loss: 0.3997 - accuracy: 0.8388
Epoch 76/500
113/113 [==============================] - 0s 926us/step - loss: 0.3995 - accuracy: 0.8392
Epoch 77/500
113/113 [==============================] - 0s 871us/step - loss: 0.3994 - accuracy: 0.8392
Epoch 78/500
113/113 [==============================] - 0s 922us/step - loss: 0.3993 - accuracy: 0.8381
Epoch 79/500
113/113 [==============================] - 0s 988us/step - loss: 0.3992 - accuracy: 0.8399
Epoch 80/500
113/113 [==============================] - 0s 888us/step - loss: 0.3991 - accuracy: 0.8379
Epoch 81/500
113/113 [==============================] - 0s 986us/step - loss: 0.3992 - accuracy: 0.8378
Epoch 82/500
113/113 [==============================] - 0s 879us/step - loss: 0.3990 - accuracy: 0.8381
Epoch 83/500
113/113 [==============================] - 0s 920us/step - loss: 0.3989 - accuracy: 0.8383
Epoch 84/500
113/113 [==============================] - 0s 882us/step - loss: 0.3989 - accuracy: 0.8383
Epoch 85/500
113/113 [==============================] - 0s 925us/step - loss: 0.3989 - accuracy: 0.8388
Epoch 86/500
113/113 [==============================] - 0s 875us/step - loss: 0.3986 - accuracy: 0.8383
Epoch 87/500
113/113 [==============================] - 0s 868us/step - loss: 0.3987 - accuracy: 0.8379
Epoch 88/500
113/113 [==============================] - 0s 981us/step - loss: 0.3986 - accuracy: 0.8385
Epoch 89/500
113/113 [==============================] - 0s 898us/step - loss: 0.3985 - accuracy: 0.8386
Epoch 90/500
113/113 [==============================] - 0s 904us/step - loss: 0.3983 - accuracy: 0.8385
Epoch 91/500
113/113 [==============================] - 0s 876us/step - loss: 0.3983 - accuracy: 0.8389
Epoch 92/500
113/113 [==============================] - 0s 873us/step - loss: 0.3982 - accuracy: 0.8389
Epoch 93/500
113/113 [==============================] - 0s 909us/step - loss: 0.3983 - accuracy: 0.8389
Epoch 94/500
113/113 [==============================] - 0s 905us/step - loss: 0.3979 - accuracy: 0.8396
Epoch 95/500
113/113 [==============================] - 0s 927us/step - loss: 0.3980 - accuracy: 0.8388
Epoch 96/500
113/113 [==============================] - 0s 862us/step - loss: 0.3979 - accuracy: 0.8392
Epoch 97/500
113/113 [==============================] - 0s 926us/step - loss: 0.3978 - accuracy: 0.8389
Epoch 98/500
113/113 [==============================] - 0s 990us/step - loss: 0.3978 - accuracy: 0.8389
Epoch 99/500
113/113 [==============================] - 0s 890us/step - loss: 0.3977 - accuracy: 0.8375
Epoch 100/500
113/113 [==============================] - 0s 926us/step - loss: 0.3977 - accuracy: 0.8392
Epoch 101/500
113/113 [==============================] - 0s 872us/step - loss: 0.3976 - accuracy: 0.8378
Epoch 102/500
113/113 [==============================] - 0s 912us/step - loss: 0.3975 - accuracy: 0.8388
Epoch 103/500
113/113 [==============================] - 0s 880us/step - loss: 0.3976 - accuracy: 0.8386
Epoch 104/500
113/113 [==============================] - 0s 911us/step - loss: 0.3973 - accuracy: 0.8393
Epoch 105/500
113/113 [==============================] - 0s 868us/step - loss: 0.3973 - accuracy: 0.8383
Epoch 106/500
113/113 [==============================] - 0s 885us/step - loss: 0.3973 - accuracy: 0.8393
Epoch 107/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3975 - accuracy: 0.8386
Epoch 108/500
113/113 [==============================] - 0s 850us/step - loss: 0.3971 - accuracy: 0.8386
Epoch 109/500
113/113 [==============================] - 0s 840us/step - loss: 0.3971 - accuracy: 0.8388
Epoch 110/500
113/113 [==============================] - 0s 831us/step - loss: 0.3971 - accuracy: 0.8386
Epoch 111/500
113/113 [==============================] - 0s 823us/step - loss: 0.3972 - accuracy: 0.8386
Epoch 112/500
113/113 [==============================] - 0s 828us/step - loss: 0.3969 - accuracy: 0.8393
Epoch 113/500
113/113 [==============================] - 0s 840us/step - loss: 0.3970 - accuracy: 0.8390
Epoch 114/500
113/113 [==============================] - 0s 945us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 115/500
113/113 [==============================] - 0s 953us/step - loss: 0.3969 - accuracy: 0.8389
Epoch 116/500
113/113 [==============================] - 0s 831us/step - loss: 0.3968 - accuracy: 0.8388
Epoch 117/500
113/113 [==============================] - 0s 898us/step - loss: 0.3971 - accuracy: 0.8379
Epoch 118/500
113/113 [==============================] - 0s 843us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 119/500
113/113 [==============================] - 0s 862us/step - loss: 0.3968 - accuracy: 0.8378
Epoch 120/500
113/113 [==============================] - 0s 877us/step - loss: 0.3969 - accuracy: 0.8379
Epoch 121/500
113/113 [==============================] - 0s 830us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 122/500
113/113 [==============================] - 0s 884us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 123/500
113/113 [==============================] - 0s 843us/step - loss: 0.3966 - accuracy: 0.8382
Epoch 124/500
113/113 [==============================] - 0s 848us/step - loss: 0.3965 - accuracy: 0.8382
Epoch 125/500
113/113 [==============================] - 0s 852us/step - loss: 0.3964 - accuracy: 0.8379
Epoch 126/500
113/113 [==============================] - 0s 823us/step - loss: 0.3963 - accuracy: 0.8382
Epoch 127/500
113/113 [==============================] - 0s 931us/step - loss: 0.3964 - accuracy: 0.8369
Epoch 128/500
113/113 [==============================] - 0s 836us/step - loss: 0.3962 - accuracy: 0.8381
Epoch 129/500
113/113 [==============================] - 0s 828us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 130/500
113/113 [==============================] - 0s 856us/step - loss: 0.3962 - accuracy: 0.8383
Epoch 131/500
113/113 [==============================] - 0s 822us/step - loss: 0.3962 - accuracy: 0.8388
Epoch 132/500
113/113 [==============================] - 0s 858us/step - loss: 0.3961 - accuracy: 0.8381
Epoch 133/500
113/113 [==============================] - 0s 819us/step - loss: 0.3962 - accuracy: 0.8385
Epoch 134/500
113/113 [==============================] - 0s 837us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 135/500
113/113 [==============================] - 0s 862us/step - loss: 0.3961 - accuracy: 0.8383
Epoch 136/500
113/113 [==============================] - 0s 828us/step - loss: 0.3959 - accuracy: 0.8382
Epoch 137/500
113/113 [==============================] - 0s 932us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 138/500
113/113 [==============================] - 0s 834us/step - loss: 0.3959 - accuracy: 0.8379
Epoch 139/500
113/113 [==============================] - 0s 884us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 140/500
113/113 [==============================] - 0s 865us/step - loss: 0.3958 - accuracy: 0.8385
Epoch 141/500
113/113 [==============================] - 0s 826us/step - loss: 0.3958 - accuracy: 0.8375
Epoch 142/500
113/113 [==============================] - 0s 934us/step - loss: 0.3958 - accuracy: 0.8375
Epoch 143/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3957 - accuracy: 0.8379
Epoch 144/500
113/113 [==============================] - 0s 870us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 145/500
113/113 [==============================] - 0s 827us/step - loss: 0.3954 - accuracy: 0.8388
Epoch 146/500
113/113 [==============================] - 0s 826us/step - loss: 0.3957 - accuracy: 0.8381
Epoch 147/500
113/113 [==============================] - 0s 905us/step - loss: 0.3956 - accuracy: 0.8378
Epoch 148/500
113/113 [==============================] - 0s 864us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 149/500
113/113 [==============================] - 0s 862us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 150/500
113/113 [==============================] - 0s 845us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 151/500
113/113 [==============================] - 0s 824us/step - loss: 0.3954 - accuracy: 0.8392
Epoch 152/500
113/113 [==============================] - 0s 851us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 153/500
113/113 [==============================] - 0s 837us/step - loss: 0.3955 - accuracy: 0.8379
Epoch 154/500
113/113 [==============================] - 0s 878us/step - loss: 0.3954 - accuracy: 0.8389
Epoch 155/500
113/113 [==============================] - 0s 822us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 156/500
113/113 [==============================] - 0s 825us/step - loss: 0.3953 - accuracy: 0.8385
Epoch 157/500
113/113 [==============================] - 0s 948us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 158/500
113/113 [==============================] - 0s 833us/step - loss: 0.3951 - accuracy: 0.8400
Epoch 159/500
113/113 [==============================] - 0s 848us/step - loss: 0.3950 - accuracy: 0.8376
Epoch 160/500
113/113 [==============================] - 0s 821us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 161/500
113/113 [==============================] - 0s 817us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 162/500
113/113 [==============================] - 0s 844us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 163/500
113/113 [==============================] - 0s 823us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 164/500
113/113 [==============================] - 0s 836us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 165/500
113/113 [==============================] - 0s 852us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 166/500
113/113 [==============================] - 0s 820us/step - loss: 0.3947 - accuracy: 0.8379
Epoch 167/500
113/113 [==============================] - 0s 929us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 168/500
113/113 [==============================] - 0s 826us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 169/500
113/113 [==============================] - 0s 835us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 170/500
113/113 [==============================] - 0s 905us/step - loss: 0.3946 - accuracy: 0.8399
Epoch 171/500
113/113 [==============================] - 0s 824us/step - loss: 0.3945 - accuracy: 0.8394
Epoch 172/500
113/113 [==============================] - 0s 868us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 173/500
113/113 [==============================] - 0s 827us/step - loss: 0.3945 - accuracy: 0.8399
Epoch 174/500
113/113 [==============================] - 0s 850us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 175/500
113/113 [==============================] - 0s 854us/step - loss: 0.3944 - accuracy: 0.8385
Epoch 176/500
113/113 [==============================] - 0s 826us/step - loss: 0.3946 - accuracy: 0.8401
Epoch 177/500
113/113 [==============================] - 0s 956us/step - loss: 0.3942 - accuracy: 0.8390
Epoch 178/500
113/113 [==============================] - 0s 819us/step - loss: 0.3942 - accuracy: 0.8388
Epoch 179/500
113/113 [==============================] - 0s 877us/step - loss: 0.3944 - accuracy: 0.8392
Epoch 180/500
113/113 [==============================] - 0s 861us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 181/500
113/113 [==============================] - 0s 836us/step - loss: 0.3943 - accuracy: 0.8392
Epoch 182/500
113/113 [==============================] - 0s 849us/step - loss: 0.3944 - accuracy: 0.8403
Epoch 183/500
113/113 [==============================] - 0s 827us/step - loss: 0.3941 - accuracy: 0.8388
Epoch 184/500
113/113 [==============================] - 0s 839us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 185/500
113/113 [==============================] - 0s 852us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 186/500
113/113 [==============================] - 0s 820us/step - loss: 0.3941 - accuracy: 0.8411
Epoch 187/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8396
Epoch 188/500
113/113 [==============================] - 0s 933us/step - loss: 0.3940 - accuracy: 0.8393
Epoch 189/500
113/113 [==============================] - 0s 851us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 190/500
113/113 [==============================] - 0s 867us/step - loss: 0.3939 - accuracy: 0.8393
Epoch 191/500
113/113 [==============================] - 0s 827us/step - loss: 0.3942 - accuracy: 0.8388
Epoch 192/500
113/113 [==============================] - 0s 846us/step - loss: 0.3937 - accuracy: 0.8397
Epoch 193/500
113/113 [==============================] - 0s 817us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 194/500
113/113 [==============================] - 0s 865us/step - loss: 0.3940 - accuracy: 0.8396
Epoch 195/500
113/113 [==============================] - 0s 851us/step - loss: 0.3941 - accuracy: 0.8404
Epoch 196/500
113/113 [==============================] - 0s 830us/step - loss: 0.3940 - accuracy: 0.8389
Epoch 197/500
113/113 [==============================] - 0s 888us/step - loss: 0.3938 - accuracy: 0.8394
Epoch 198/500
113/113 [==============================] - 0s 813us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 199/500
113/113 [==============================] - 0s 834us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 200/500
113/113 [==============================] - 0s 862us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 201/500
113/113 [==============================] - 0s 823us/step - loss: 0.3938 - accuracy: 0.8400
Epoch 202/500
113/113 [==============================] - 0s 846us/step - loss: 0.3936 - accuracy: 0.8406
Epoch 203/500
113/113 [==============================] - 0s 823us/step - loss: 0.3937 - accuracy: 0.8386
Epoch 204/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8403
Epoch 205/500
113/113 [==============================] - 0s 911us/step - loss: 0.3937 - accuracy: 0.8397
Epoch 206/500
113/113 [==============================] - 0s 838us/step - loss: 0.3935 - accuracy: 0.8403
Epoch 207/500
113/113 [==============================] - 0s 941us/step - loss: 0.3937 - accuracy: 0.8406
Epoch 208/500
113/113 [==============================] - 0s 850us/step - loss: 0.3936 - accuracy: 0.8407
Epoch 209/500
113/113 [==============================] - 0s 859us/step - loss: 0.3937 - accuracy: 0.8404
Epoch 210/500
113/113 [==============================] - 0s 885us/step - loss: 0.3934 - accuracy: 0.8404
Epoch 211/500
113/113 [==============================] - 0s 844us/step - loss: 0.3934 - accuracy: 0.8403
Epoch 212/500
113/113 [==============================] - 0s 876us/step - loss: 0.3936 - accuracy: 0.8401
Epoch 213/500
113/113 [==============================] - 0s 841us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 214/500
113/113 [==============================] - 0s 878us/step - loss: 0.3937 - accuracy: 0.8400
Epoch 215/500
113/113 [==============================] - 0s 885us/step - loss: 0.3937 - accuracy: 0.8396
Epoch 216/500
113/113 [==============================] - 0s 835us/step - loss: 0.3933 - accuracy: 0.8404
Epoch 217/500
113/113 [==============================] - 0s 960us/step - loss: 0.3933 - accuracy: 0.8404
Epoch 218/500
113/113 [==============================] - 0s 849us/step - loss: 0.3934 - accuracy: 0.8407
Epoch 219/500
113/113 [==============================] - 0s 935us/step - loss: 0.3933 - accuracy: 0.8411
Epoch 220/500
113/113 [==============================] - 0s 870us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 221/500
113/113 [==============================] - 0s 835us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 222/500
113/113 [==============================] - 0s 904us/step - loss: 0.3932 - accuracy: 0.83920s - loss: 0.3787 - accuracy: 0.
Epoch 223/500
113/113 [==============================] - 0s 832us/step - loss: 0.3935 - accuracy: 0.8411
Epoch 224/500
113/113 [==============================] - 0s 887us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 225/500
113/113 [==============================] - 0s 835us/step - loss: 0.3931 - accuracy: 0.8396
Epoch 226/500
113/113 [==============================] - 0s 836us/step - loss: 0.3934 - accuracy: 0.8410
Epoch 227/500
113/113 [==============================] - 0s 991us/step - loss: 0.3932 - accuracy: 0.8406
Epoch 228/500
113/113 [==============================] - 0s 838us/step - loss: 0.3931 - accuracy: 0.8408
Epoch 229/500
113/113 [==============================] - 0s 906us/step - loss: 0.3931 - accuracy: 0.8408
Epoch 230/500
113/113 [==============================] - 0s 858us/step - loss: 0.3933 - accuracy: 0.8382
Epoch 231/500
113/113 [==============================] - 0s 845us/step - loss: 0.3932 - accuracy: 0.8406
Epoch 232/500
113/113 [==============================] - 0s 885us/step - loss: 0.3932 - accuracy: 0.8393
Epoch 233/500
113/113 [==============================] - 0s 856us/step - loss: 0.3931 - accuracy: 0.8404
Epoch 234/500
113/113 [==============================] - 0s 887us/step - loss: 0.3932 - accuracy: 0.8417
Epoch 235/500
113/113 [==============================] - 0s 849us/step - loss: 0.3932 - accuracy: 0.8413
Epoch 236/500
113/113 [==============================] - 0s 854us/step - loss: 0.3929 - accuracy: 0.8415
Epoch 237/500
113/113 [==============================] - 0s 995us/step - loss: 0.3932 - accuracy: 0.8403
Epoch 238/500
113/113 [==============================] - 0s 837us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 239/500
113/113 [==============================] - 0s 903us/step - loss: 0.3932 - accuracy: 0.8410
Epoch 240/500
113/113 [==============================] - 0s 927us/step - loss: 0.3930 - accuracy: 0.8393
Epoch 241/500
113/113 [==============================] - 0s 843us/step - loss: 0.3928 - accuracy: 0.8411
Epoch 242/500
113/113 [==============================] - 0s 878us/step - loss: 0.3932 - accuracy: 0.8400
Epoch 243/500
113/113 [==============================] - 0s 847us/step - loss: 0.3931 - accuracy: 0.8411
Epoch 244/500
113/113 [==============================] - 0s 918us/step - loss: 0.3934 - accuracy: 0.8410
Epoch 245/500
113/113 [==============================] - 0s 836us/step - loss: 0.3928 - accuracy: 0.8404
Epoch 246/500
113/113 [==============================] - 0s 868us/step - loss: 0.3933 - accuracy: 0.8415
Epoch 247/500
113/113 [==============================] - 0s 872us/step - loss: 0.3929 - accuracy: 0.8403
Epoch 248/500
113/113 [==============================] - 0s 838us/step - loss: 0.3929 - accuracy: 0.8406
Epoch 249/500
113/113 [==============================] - 0s 889us/step - loss: 0.3929 - accuracy: 0.8424
Epoch 250/500
113/113 [==============================] - 0s 843us/step - loss: 0.3928 - accuracy: 0.8407
Epoch 251/500
113/113 [==============================] - 0s 831us/step - loss: 0.3928 - accuracy: 0.8413
Epoch 252/500
113/113 [==============================] - 0s 870us/step - loss: 0.3928 - accuracy: 0.8396
Epoch 253/500
113/113 [==============================] - 0s 841us/step - loss: 0.3927 - accuracy: 0.8408
Epoch 254/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3927 - accuracy: 0.8418
Epoch 255/500
113/113 [==============================] - 0s 835us/step - loss: 0.3929 - accuracy: 0.8411
Epoch 256/500
113/113 [==============================] - 0s 967us/step - loss: 0.3930 - accuracy: 0.8424
Epoch 257/500
113/113 [==============================] - 0s 844us/step - loss: 0.3926 - accuracy: 0.8421
Epoch 258/500
113/113 [==============================] - 0s 835us/step - loss: 0.3930 - accuracy: 0.8415
Epoch 259/500
113/113 [==============================] - 0s 908us/step - loss: 0.3927 - accuracy: 0.8404
Epoch 260/500
113/113 [==============================] - 0s 847us/step - loss: 0.3927 - accuracy: 0.8415
Epoch 261/500
113/113 [==============================] - 0s 866us/step - loss: 0.3929 - accuracy: 0.8407
Epoch 262/500
113/113 [==============================] - 0s 845us/step - loss: 0.3928 - accuracy: 0.8417
Epoch 263/500
113/113 [==============================] - 0s 850us/step - loss: 0.3930 - accuracy: 0.8413
Epoch 264/500
113/113 [==============================] - 0s 876us/step - loss: 0.3928 - accuracy: 0.8407
Epoch 265/500
113/113 [==============================] - 0s 854us/step - loss: 0.3928 - accuracy: 0.8417
Epoch 266/500
113/113 [==============================] - 0s 954us/step - loss: 0.3928 - accuracy: 0.8400
Epoch 267/500
113/113 [==============================] - 0s 864us/step - loss: 0.3927 - accuracy: 0.8404
Epoch 268/500
113/113 [==============================] - 0s 851us/step - loss: 0.3926 - accuracy: 0.8426
Epoch 269/500
113/113 [==============================] - 0s 900us/step - loss: 0.3927 - accuracy: 0.8410
Epoch 270/500
113/113 [==============================] - 0s 840us/step - loss: 0.3926 - accuracy: 0.8417
Epoch 271/500
113/113 [==============================] - 0s 877us/step - loss: 0.3928 - accuracy: 0.8419
Epoch 272/500
113/113 [==============================] - 0s 842us/step - loss: 0.3929 - accuracy: 0.8424
Epoch 273/500
113/113 [==============================] - 0s 857us/step - loss: 0.3929 - accuracy: 0.8415
Epoch 274/500
113/113 [==============================] - 0s 871us/step - loss: 0.3927 - accuracy: 0.8408
Epoch 275/500
113/113 [==============================] - 0s 858us/step - loss: 0.3927 - accuracy: 0.8426
Epoch 276/500
113/113 [==============================] - 0s 976us/step - loss: 0.3928 - accuracy: 0.8404
Epoch 277/500
113/113 [==============================] - 0s 850us/step - loss: 0.3927 - accuracy: 0.8413
Epoch 278/500
113/113 [==============================] - 0s 878us/step - loss: 0.3927 - accuracy: 0.8413
Epoch 279/500
113/113 [==============================] - 0s 920us/step - loss: 0.3927 - accuracy: 0.8408
Epoch 280/500
113/113 [==============================] - 0s 834us/step - loss: 0.3925 - accuracy: 0.8417
Epoch 281/500
113/113 [==============================] - 0s 868us/step - loss: 0.3928 - accuracy: 0.8415
Epoch 282/500
113/113 [==============================] - 0s 835us/step - loss: 0.3929 - accuracy: 0.8411
Epoch 283/500
113/113 [==============================] - 0s 838us/step - loss: 0.3928 - accuracy: 0.8408
Epoch 284/500
113/113 [==============================] - 0s 877us/step - loss: 0.3928 - accuracy: 0.8411
Epoch 285/500
113/113 [==============================] - 0s 847us/step - loss: 0.3927 - accuracy: 0.8415
Epoch 286/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3929 - accuracy: 0.8401
Epoch 287/500
113/113 [==============================] - 0s 842us/step - loss: 0.3928 - accuracy: 0.8408
Epoch 288/500
113/113 [==============================] - 0s 850us/step - loss: 0.3926 - accuracy: 0.8413
Epoch 289/500
113/113 [==============================] - 0s 867us/step - loss: 0.3926 - accuracy: 0.8410
Epoch 290/500
113/113 [==============================] - 0s 860us/step - loss: 0.3926 - accuracy: 0.8410
Epoch 291/500
113/113 [==============================] - 0s 898us/step - loss: 0.3929 - accuracy: 0.8408
Epoch 292/500
113/113 [==============================] - 0s 867us/step - loss: 0.3925 - accuracy: 0.8413
Epoch 293/500
113/113 [==============================] - 0s 859us/step - loss: 0.3926 - accuracy: 0.8401
Epoch 294/500
113/113 [==============================] - 0s 844us/step - loss: 0.3924 - accuracy: 0.8413
Epoch 295/500
113/113 [==============================] - 0s 876us/step - loss: 0.3927 - accuracy: 0.8407
Epoch 296/500
113/113 [==============================] - 0s 881us/step - loss: 0.3928 - accuracy: 0.8401
Epoch 297/500
113/113 [==============================] - 0s 838us/step - loss: 0.3926 - accuracy: 0.8403
Epoch 298/500
113/113 [==============================] - 0s 875us/step - loss: 0.3928 - accuracy: 0.8406
Epoch 299/500
113/113 [==============================] - 0s 873us/step - loss: 0.3926 - accuracy: 0.8407
Epoch 300/500
113/113 [==============================] - 0s 850us/step - loss: 0.3927 - accuracy: 0.8404
Epoch 301/500
113/113 [==============================] - 0s 873us/step - loss: 0.3924 - accuracy: 0.8417
Epoch 302/500
113/113 [==============================] - 0s 840us/step - loss: 0.3925 - accuracy: 0.8394
Epoch 303/500
113/113 [==============================] - 0s 878us/step - loss: 0.3925 - accuracy: 0.8419
Epoch 304/500
113/113 [==============================] - 0s 867us/step - loss: 0.3925 - accuracy: 0.8415
Epoch 305/500
113/113 [==============================] - 0s 824us/step - loss: 0.3927 - accuracy: 0.8410
Epoch 306/500
113/113 [==============================] - 0s 981us/step - loss: 0.3927 - accuracy: 0.8399
Epoch 307/500
113/113 [==============================] - 0s 839us/step - loss: 0.3926 - accuracy: 0.8413
Epoch 308/500
113/113 [==============================] - 0s 858us/step - loss: 0.3924 - accuracy: 0.8407
Epoch 309/500
113/113 [==============================] - 0s 847us/step - loss: 0.3923 - accuracy: 0.8399
Epoch 310/500
113/113 [==============================] - 0s 829us/step - loss: 0.3925 - accuracy: 0.8410
Epoch 311/500
113/113 [==============================] - 0s 867us/step - loss: 0.3925 - accuracy: 0.8408
Epoch 312/500
113/113 [==============================] - 0s 873us/step - loss: 0.3926 - accuracy: 0.8407
Epoch 313/500
113/113 [==============================] - 0s 862us/step - loss: 0.3922 - accuracy: 0.8418
Epoch 314/500
113/113 [==============================] - 0s 868us/step - loss: 0.3923 - accuracy: 0.8403
Epoch 315/500
113/113 [==============================] - 0s 848us/step - loss: 0.3925 - accuracy: 0.8415
Epoch 316/500
113/113 [==============================] - 0s 873us/step - loss: 0.3922 - accuracy: 0.8419
Epoch 317/500
113/113 [==============================] - 0s 854us/step - loss: 0.3925 - accuracy: 0.8408
Epoch 318/500
113/113 [==============================] - 0s 923us/step - loss: 0.3923 - accuracy: 0.8407
Epoch 319/500
113/113 [==============================] - 0s 843us/step - loss: 0.3922 - accuracy: 0.8401
Epoch 320/500
113/113 [==============================] - 0s 836us/step - loss: 0.3922 - accuracy: 0.8403
Epoch 321/500
113/113 [==============================] - 0s 868us/step - loss: 0.3924 - accuracy: 0.8414
Epoch 322/500
113/113 [==============================] - 0s 839us/step - loss: 0.3926 - accuracy: 0.8414
Epoch 323/500
113/113 [==============================] - 0s 868us/step - loss: 0.3923 - accuracy: 0.8407
Epoch 324/500
113/113 [==============================] - 0s 842us/step - loss: 0.3923 - accuracy: 0.8410
Epoch 325/500
113/113 [==============================] - 0s 884us/step - loss: 0.3922 - accuracy: 0.8396
Epoch 326/500
113/113 [==============================] - 0s 875us/step - loss: 0.3923 - accuracy: 0.8406
Epoch 327/500
113/113 [==============================] - 0s 872us/step - loss: 0.3926 - accuracy: 0.8403
Epoch 328/500
113/113 [==============================] - 0s 880us/step - loss: 0.3924 - accuracy: 0.8408
Epoch 329/500
113/113 [==============================] - 0s 839us/step - loss: 0.3925 - accuracy: 0.8404
Epoch 330/500
113/113 [==============================] - 0s 858us/step - loss: 0.3922 - accuracy: 0.8406
Epoch 331/500
113/113 [==============================] - 0s 862us/step - loss: 0.3925 - accuracy: 0.8393
Epoch 332/500
113/113 [==============================] - 0s 857us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 333/500
113/113 [==============================] - 0s 872us/step - loss: 0.3922 - accuracy: 0.8404
Epoch 334/500
113/113 [==============================] - 0s 866us/step - loss: 0.3924 - accuracy: 0.8397
Epoch 335/500
113/113 [==============================] - 0s 876us/step - loss: 0.3924 - accuracy: 0.8401
Epoch 336/500
113/113 [==============================] - 0s 884us/step - loss: 0.3924 - accuracy: 0.8400
Epoch 337/500
113/113 [==============================] - 0s 845us/step - loss: 0.3922 - accuracy: 0.8397
Epoch 338/500
113/113 [==============================] - 0s 875us/step - loss: 0.3924 - accuracy: 0.8401
Epoch 339/500
113/113 [==============================] - 0s 847us/step - loss: 0.3922 - accuracy: 0.8401
Epoch 340/500
113/113 [==============================] - 0s 862us/step - loss: 0.3923 - accuracy: 0.8400
Epoch 341/500
113/113 [==============================] - 0s 864us/step - loss: 0.3922 - accuracy: 0.8401
Epoch 342/500
113/113 [==============================] - 0s 846us/step - loss: 0.3925 - accuracy: 0.8406
Epoch 343/500
113/113 [==============================] - 0s 863us/step - loss: 0.3921 - accuracy: 0.8404
Epoch 344/500
113/113 [==============================] - 0s 841us/step - loss: 0.3931 - accuracy: 0.8401
Epoch 345/500
113/113 [==============================] - 0s 879us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 346/500
113/113 [==============================] - 0s 908us/step - loss: 0.3922 - accuracy: 0.8407
Epoch 347/500
113/113 [==============================] - 0s 823us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 348/500
113/113 [==============================] - 0s 866us/step - loss: 0.3921 - accuracy: 0.8399
Epoch 349/500
113/113 [==============================] - 0s 844us/step - loss: 0.3922 - accuracy: 0.8392
Epoch 350/500
113/113 [==============================] - 0s 843us/step - loss: 0.3924 - accuracy: 0.8404
Epoch 351/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3923 - accuracy: 0.8400
Epoch 352/500
113/113 [==============================] - 0s 834us/step - loss: 0.3922 - accuracy: 0.8414
Epoch 353/500
113/113 [==============================] - 0s 842us/step - loss: 0.3922 - accuracy: 0.8413
Epoch 354/500
113/113 [==============================] - 0s 856us/step - loss: 0.3920 - accuracy: 0.8413
Epoch 355/500
113/113 [==============================] - 0s 939us/step - loss: 0.3923 - accuracy: 0.8411
Epoch 356/500
113/113 [==============================] - 0s 846us/step - loss: 0.3922 - accuracy: 0.8406
Epoch 357/500
113/113 [==============================] - 0s 851us/step - loss: 0.3923 - accuracy: 0.8404
Epoch 358/500
113/113 [==============================] - 0s 866us/step - loss: 0.3920 - accuracy: 0.8419
Epoch 359/500
113/113 [==============================] - 0s 875us/step - loss: 0.3922 - accuracy: 0.8403
Epoch 360/500
113/113 [==============================] - 0s 854us/step - loss: 0.3920 - accuracy: 0.8417
Epoch 361/500
113/113 [==============================] - 0s 889us/step - loss: 0.3922 - accuracy: 0.8399
Epoch 362/500
113/113 [==============================] - 0s 862us/step - loss: 0.3919 - accuracy: 0.8401
Epoch 363/500
113/113 [==============================] - 0s 852us/step - loss: 0.3921 - accuracy: 0.8390
Epoch 364/500
113/113 [==============================] - 0s 865us/step - loss: 0.3920 - accuracy: 0.8413
Epoch 365/500
113/113 [==============================] - 0s 955us/step - loss: 0.3918 - accuracy: 0.8407
Epoch 366/500
113/113 [==============================] - 0s 877us/step - loss: 0.3919 - accuracy: 0.8397
Epoch 367/500
113/113 [==============================] - 0s 838us/step - loss: 0.3919 - accuracy: 0.8406
Epoch 368/500
113/113 [==============================] - 0s 839us/step - loss: 0.3922 - accuracy: 0.8400
Epoch 369/500
113/113 [==============================] - 0s 858us/step - loss: 0.3918 - accuracy: 0.8408
Epoch 370/500
113/113 [==============================] - 0s 861us/step - loss: 0.3916 - accuracy: 0.8393
Epoch 371/500
113/113 [==============================] - 0s 870us/step - loss: 0.3917 - accuracy: 0.8408
Epoch 372/500
113/113 [==============================] - 0s 840us/step - loss: 0.3916 - accuracy: 0.8404
Epoch 373/500
113/113 [==============================] - 0s 871us/step - loss: 0.3915 - accuracy: 0.8410
Epoch 374/500
113/113 [==============================] - 0s 874us/step - loss: 0.3913 - accuracy: 0.8406
Epoch 375/500
113/113 [==============================] - 0s 967us/step - loss: 0.3913 - accuracy: 0.8397
Epoch 376/500
113/113 [==============================] - 0s 875us/step - loss: 0.3912 - accuracy: 0.8396
Epoch 377/500
113/113 [==============================] - 0s 880us/step - loss: 0.3910 - accuracy: 0.8404
Epoch 378/500
113/113 [==============================] - 0s 850us/step - loss: 0.3912 - accuracy: 0.8404
Epoch 379/500
113/113 [==============================] - 0s 870us/step - loss: 0.3909 - accuracy: 0.8403
Epoch 380/500
113/113 [==============================] - 0s 848us/step - loss: 0.3910 - accuracy: 0.8394
Epoch 381/500
113/113 [==============================] - 0s 874us/step - loss: 0.3907 - accuracy: 0.8399
Epoch 382/500
113/113 [==============================] - 0s 850us/step - loss: 0.3906 - accuracy: 0.8414
Epoch 383/500
113/113 [==============================] - 0s 863us/step - loss: 0.3906 - accuracy: 0.8382
Epoch 384/500
113/113 [==============================] - 0s 831us/step - loss: 0.3906 - accuracy: 0.8401
Epoch 385/500
113/113 [==============================] - 0s 901us/step - loss: 0.3904 - accuracy: 0.8404
Epoch 386/500
113/113 [==============================] - 0s 877us/step - loss: 0.3904 - accuracy: 0.8390
Epoch 387/500
113/113 [==============================] - 0s 837us/step - loss: 0.3902 - accuracy: 0.8393
Epoch 388/500
113/113 [==============================] - 0s 871us/step - loss: 0.3903 - accuracy: 0.8418
Epoch 389/500
113/113 [==============================] - 0s 844us/step - loss: 0.3904 - accuracy: 0.8401
Epoch 390/500
113/113 [==============================] - 0s 878us/step - loss: 0.3903 - accuracy: 0.8410
Epoch 391/500
113/113 [==============================] - 0s 872us/step - loss: 0.3900 - accuracy: 0.8394
Epoch 392/500
113/113 [==============================] - 0s 844us/step - loss: 0.3901 - accuracy: 0.8393
Epoch 393/500
113/113 [==============================] - 0s 869us/step - loss: 0.3900 - accuracy: 0.8394
Epoch 394/500
113/113 [==============================] - 0s 846us/step - loss: 0.3897 - accuracy: 0.8401
Epoch 395/500
113/113 [==============================] - 0s 976us/step - loss: 0.3899 - accuracy: 0.8406
Epoch 396/500
113/113 [==============================] - 0s 870us/step - loss: 0.3897 - accuracy: 0.8399
Epoch 397/500
113/113 [==============================] - 0s 834us/step - loss: 0.3898 - accuracy: 0.8394
Epoch 398/500
113/113 [==============================] - 0s 859us/step - loss: 0.3899 - accuracy: 0.8389
Epoch 399/500
113/113 [==============================] - 0s 839us/step - loss: 0.3896 - accuracy: 0.8397
Epoch 400/500
113/113 [==============================] - 0s 863us/step - loss: 0.3895 - accuracy: 0.8397
Epoch 401/500
113/113 [==============================] - 0s 856us/step - loss: 0.3896 - accuracy: 0.8406
Epoch 402/500
113/113 [==============================] - 0s 853us/step - loss: 0.3895 - accuracy: 0.8403
Epoch 403/500
113/113 [==============================] - 0s 859us/step - loss: 0.3899 - accuracy: 0.8406
Epoch 404/500
113/113 [==============================] - 0s 852us/step - loss: 0.3896 - accuracy: 0.8397
Epoch 405/500
113/113 [==============================] - 0s 994us/step - loss: 0.3897 - accuracy: 0.8404
Epoch 406/500
113/113 [==============================] - 0s 867us/step - loss: 0.3896 - accuracy: 0.8406
Epoch 407/500
113/113 [==============================] - 0s 830us/step - loss: 0.3896 - accuracy: 0.8404
Epoch 408/500
113/113 [==============================] - 0s 864us/step - loss: 0.3894 - accuracy: 0.8392
Epoch 409/500
113/113 [==============================] - 0s 832us/step - loss: 0.3894 - accuracy: 0.8403
Epoch 410/500
113/113 [==============================] - 0s 859us/step - loss: 0.3893 - accuracy: 0.8400
Epoch 411/500
113/113 [==============================] - 0s 866us/step - loss: 0.3892 - accuracy: 0.8403
Epoch 412/500
113/113 [==============================] - 0s 862us/step - loss: 0.3898 - accuracy: 0.8401
Epoch 413/500
113/113 [==============================] - 0s 875us/step - loss: 0.3894 - accuracy: 0.8406
Epoch 414/500
113/113 [==============================] - 0s 849us/step - loss: 0.3894 - accuracy: 0.8394
Epoch 415/500
113/113 [==============================] - 0s 948us/step - loss: 0.3894 - accuracy: 0.8396
Epoch 416/500
113/113 [==============================] - 0s 868us/step - loss: 0.3892 - accuracy: 0.8393
Epoch 417/500
113/113 [==============================] - 0s 898us/step - loss: 0.3893 - accuracy: 0.8400
Epoch 418/500
113/113 [==============================] - 0s 861us/step - loss: 0.3892 - accuracy: 0.8394
Epoch 419/500
113/113 [==============================] - 0s 835us/step - loss: 0.3891 - accuracy: 0.8394
Epoch 420/500
113/113 [==============================] - 0s 862us/step - loss: 0.3893 - accuracy: 0.8401
Epoch 421/500
113/113 [==============================] - 0s 864us/step - loss: 0.3892 - accuracy: 0.8411
Epoch 422/500
113/113 [==============================] - 0s 858us/step - loss: 0.3895 - accuracy: 0.8385
Epoch 423/500
113/113 [==============================] - 0s 884us/step - loss: 0.3892 - accuracy: 0.8404
Epoch 424/500
113/113 [==============================] - 0s 852us/step - loss: 0.3892 - accuracy: 0.8401
Epoch 425/500
113/113 [==============================] - 0s 915us/step - loss: 0.3889 - accuracy: 0.84060s - loss: 0.3985 - accuracy: 0.
Epoch 426/500
113/113 [==============================] - 0s 866us/step - loss: 0.3892 - accuracy: 0.8406
Epoch 427/500
113/113 [==============================] - 0s 837us/step - loss: 0.3893 - accuracy: 0.8400
Epoch 428/500
113/113 [==============================] - 0s 868us/step - loss: 0.3893 - accuracy: 0.8404
Epoch 429/500
113/113 [==============================] - 0s 837us/step - loss: 0.3894 - accuracy: 0.8408
Epoch 430/500
113/113 [==============================] - 0s 861us/step - loss: 0.3891 - accuracy: 0.8400
Epoch 431/500
113/113 [==============================] - 0s 859us/step - loss: 0.3894 - accuracy: 0.8400
Epoch 432/500
113/113 [==============================] - 0s 856us/step - loss: 0.3891 - accuracy: 0.8404
Epoch 433/500
113/113 [==============================] - 0s 870us/step - loss: 0.3890 - accuracy: 0.8399
Epoch 434/500
113/113 [==============================] - 0s 845us/step - loss: 0.3890 - accuracy: 0.8410
Epoch 435/500
113/113 [==============================] - 0s 945us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 436/500
113/113 [==============================] - 0s 858us/step - loss: 0.3890 - accuracy: 0.8418
Epoch 437/500
113/113 [==============================] - 0s 826us/step - loss: 0.3891 - accuracy: 0.8410
Epoch 438/500
113/113 [==============================] - 0s 866us/step - loss: 0.3889 - accuracy: 0.8413
Epoch 439/500
113/113 [==============================] - 0s 836us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 440/500
113/113 [==============================] - 0s 869us/step - loss: 0.3890 - accuracy: 0.8399
Epoch 441/500
113/113 [==============================] - 0s 860us/step - loss: 0.3890 - accuracy: 0.8401
Epoch 442/500
113/113 [==============================] - 0s 842us/step - loss: 0.3885 - accuracy: 0.8406
Epoch 443/500
113/113 [==============================] - 0s 865us/step - loss: 0.3894 - accuracy: 0.8400
Epoch 444/500
113/113 [==============================] - 0s 842us/step - loss: 0.3892 - accuracy: 0.8406
Epoch 445/500
113/113 [==============================] - 0s 992us/step - loss: 0.3891 - accuracy: 0.8410
Epoch 446/500
113/113 [==============================] - 0s 859us/step - loss: 0.3890 - accuracy: 0.8406
Epoch 447/500
113/113 [==============================] - 0s 837us/step - loss: 0.3889 - accuracy: 0.8401
Epoch 448/500
113/113 [==============================] - 0s 869us/step - loss: 0.3888 - accuracy: 0.8403
Epoch 449/500
113/113 [==============================] - 0s 837us/step - loss: 0.3887 - accuracy: 0.8404
Epoch 450/500
113/113 [==============================] - 0s 849us/step - loss: 0.3889 - accuracy: 0.8407
Epoch 451/500
113/113 [==============================] - 0s 857us/step - loss: 0.3889 - accuracy: 0.8410
Epoch 452/500
113/113 [==============================] - 0s 842us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 453/500
113/113 [==============================] - 0s 867us/step - loss: 0.3886 - accuracy: 0.8403
Epoch 454/500
113/113 [==============================] - 0s 903us/step - loss: 0.3889 - accuracy: 0.8396
Epoch 455/500
113/113 [==============================] - 0s 862us/step - loss: 0.3887 - accuracy: 0.8401
Epoch 456/500
113/113 [==============================] - 0s 863us/step - loss: 0.3888 - accuracy: 0.8417
Epoch 457/500
113/113 [==============================] - 0s 848us/step - loss: 0.3887 - accuracy: 0.8406
Epoch 458/500
113/113 [==============================] - 0s 887us/step - loss: 0.3887 - accuracy: 0.8404
Epoch 459/500
113/113 [==============================] - 0s 840us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 460/500
113/113 [==============================] - 0s 851us/step - loss: 0.3887 - accuracy: 0.8401
Epoch 461/500
113/113 [==============================] - 0s 866us/step - loss: 0.3889 - accuracy: 0.8415
Epoch 462/500
113/113 [==============================] - 0s 859us/step - loss: 0.3887 - accuracy: 0.8394
Epoch 463/500
113/113 [==============================] - 0s 894us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 464/500
113/113 [==============================] - 0s 878us/step - loss: 0.3885 - accuracy: 0.8417
Epoch 465/500
113/113 [==============================] - 0s 834us/step - loss: 0.3886 - accuracy: 0.8411
Epoch 466/500
113/113 [==============================] - 0s 898us/step - loss: 0.3888 - accuracy: 0.8399
Epoch 467/500
113/113 [==============================] - 0s 843us/step - loss: 0.3885 - accuracy: 0.8415
Epoch 468/500
113/113 [==============================] - 0s 888us/step - loss: 0.3889 - accuracy: 0.8399
Epoch 469/500
113/113 [==============================] - 0s 862us/step - loss: 0.3884 - accuracy: 0.8406
Epoch 470/500
113/113 [==============================] - 0s 854us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 471/500
113/113 [==============================] - 0s 928us/step - loss: 0.3886 - accuracy: 0.8401
Epoch 472/500
113/113 [==============================] - 0s 838us/step - loss: 0.3885 - accuracy: 0.8404
Epoch 473/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3885 - accuracy: 0.8410
Epoch 474/500
113/113 [==============================] - 0s 839us/step - loss: 0.3887 - accuracy: 0.8407
Epoch 475/500
113/113 [==============================] - 0s 862us/step - loss: 0.3885 - accuracy: 0.8407
Epoch 476/500
113/113 [==============================] - 0s 843us/step - loss: 0.3886 - accuracy: 0.8406
Epoch 477/500
113/113 [==============================] - 0s 906us/step - loss: 0.3887 - accuracy: 0.8403
Epoch 478/500
113/113 [==============================] - 0s 869us/step - loss: 0.3883 - accuracy: 0.8408
Epoch 479/500
113/113 [==============================] - 0s 836us/step - loss: 0.3887 - accuracy: 0.8408
Epoch 480/500
113/113 [==============================] - 0s 911us/step - loss: 0.3886 - accuracy: 0.8408
Epoch 481/500
113/113 [==============================] - 0s 838us/step - loss: 0.3885 - accuracy: 0.8407
Epoch 482/500
113/113 [==============================] - 0s 841us/step - loss: 0.3885 - accuracy: 0.8399
Epoch 483/500
113/113 [==============================] - 0s 871us/step - loss: 0.3885 - accuracy: 0.8414
Epoch 484/500
113/113 [==============================] - 0s 831us/step - loss: 0.3886 - accuracy: 0.8408
Epoch 485/500
113/113 [==============================] - 0s 959us/step - loss: 0.3885 - accuracy: 0.8403
Epoch 486/500
113/113 [==============================] - 0s 838us/step - loss: 0.3885 - accuracy: 0.8410
Epoch 487/500
113/113 [==============================] - 0s 833us/step - loss: 0.3886 - accuracy: 0.8411
Epoch 488/500
113/113 [==============================] - 0s 879us/step - loss: 0.3887 - accuracy: 0.8399
Epoch 489/500
113/113 [==============================] - 0s 853us/step - loss: 0.3885 - accuracy: 0.8406
Epoch 490/500
113/113 [==============================] - 0s 886us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 491/500
113/113 [==============================] - 0s 849us/step - loss: 0.3884 - accuracy: 0.8408
Epoch 492/500
113/113 [==============================] - 0s 846us/step - loss: 0.3885 - accuracy: 0.8400
Epoch 493/500
113/113 [==============================] - 0s 864us/step - loss: 0.3889 - accuracy: 0.8404
Epoch 494/500
113/113 [==============================] - 0s 904us/step - loss: 0.3885 - accuracy: 0.8397
Epoch 495/500
113/113 [==============================] - 0s 873us/step - loss: 0.3883 - accuracy: 0.8400
Epoch 496/500
113/113 [==============================] - 0s 838us/step - loss: 0.3883 - accuracy: 0.8397
Epoch 497/500
113/113 [==============================] - 0s 844us/step - loss: 0.3881 - accuracy: 0.8407
Epoch 498/500
113/113 [==============================] - 0s 864us/step - loss: 0.3882 - accuracy: 0.8401
Epoch 499/500
113/113 [==============================] - 0s 845us/step - loss: 0.3884 - accuracy: 0.8407
Epoch 500/500
113/113 [==============================] - 0s 840us/step - loss: 0.3881 - accuracy: 0.8414
Epoch 1/500
113/113 [==============================] - 0s 1ms/step - loss: 0.6709 - accuracy: 0.7940
Epoch 2/500
113/113 [==============================] - 0s 792us/step - loss: 0.5722 - accuracy: 0.7953
Epoch 3/500
113/113 [==============================] - 0s 864us/step - loss: 0.4651 - accuracy: 0.7953
Epoch 4/500
113/113 [==============================] - 0s 818us/step - loss: 0.4381 - accuracy: 0.7953
Epoch 5/500
113/113 [==============================] - 0s 837us/step - loss: 0.4316 - accuracy: 0.7953
Epoch 6/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4278 - accuracy: 0.7953
Epoch 7/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4251 - accuracy: 0.7953
Epoch 8/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4226 - accuracy: 0.7953
Epoch 9/500
113/113 [==============================] - 0s 978us/step - loss: 0.4203 - accuracy: 0.7953
Epoch 10/500
113/113 [==============================] - 0s 3ms/step - loss: 0.4180 - accuracy: 0.7953
Epoch 11/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4154 - accuracy: 0.7953
Epoch 12/500
113/113 [==============================] - 0s 990us/step - loss: 0.4129 - accuracy: 0.7953
Epoch 13/500
113/113 [==============================] - 0s 958us/step - loss: 0.4106 - accuracy: 0.7953
Epoch 14/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4082 - accuracy: 0.7953
Epoch 15/500
113/113 [==============================] - 0s 958us/step - loss: 0.4061 - accuracy: 0.7953
Epoch 16/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4037 - accuracy: 0.7953
Epoch 17/500
113/113 [==============================] - 0s 971us/step - loss: 0.4016 - accuracy: 0.7953
Epoch 18/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8118
Epoch 19/500
113/113 [==============================] - 0s 985us/step - loss: 0.3968 - accuracy: 0.8188
Epoch 20/500
113/113 [==============================] - 0s 990us/step - loss: 0.3943 - accuracy: 0.8208
Epoch 21/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8213
Epoch 22/500
113/113 [==============================] - 0s 875us/step - loss: 0.3888 - accuracy: 0.8231
Epoch 23/500
113/113 [==============================] - 0s 891us/step - loss: 0.3861 - accuracy: 0.8247
Epoch 24/500
113/113 [==============================] - 0s 839us/step - loss: 0.3837 - accuracy: 0.8268
Epoch 25/500
113/113 [==============================] - 0s 996us/step - loss: 0.3811 - accuracy: 0.8271
Epoch 26/500
113/113 [==============================] - 0s 794us/step - loss: 0.3794 - accuracy: 0.8279
Epoch 27/500
113/113 [==============================] - 0s 817us/step - loss: 0.3773 - accuracy: 0.8431
Epoch 28/500
113/113 [==============================] - 0s 962us/step - loss: 0.3750 - accuracy: 0.8436
Epoch 29/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3738 - accuracy: 0.8449
Epoch 30/500
113/113 [==============================] - 0s 893us/step - loss: 0.3718 - accuracy: 0.8474
Epoch 31/500
113/113 [==============================] - 0s 796us/step - loss: 0.3705 - accuracy: 0.8476
Epoch 32/500
113/113 [==============================] - 0s 861us/step - loss: 0.3686 - accuracy: 0.8497
Epoch 33/500
113/113 [==============================] - 0s 835us/step - loss: 0.3680 - accuracy: 0.8497
Epoch 34/500
113/113 [==============================] - 0s 799us/step - loss: 0.3659 - accuracy: 0.8494
Epoch 35/500
113/113 [==============================] - 0s 805us/step - loss: 0.3645 - accuracy: 0.8515
Epoch 36/500
113/113 [==============================] - 0s 777us/step - loss: 0.3632 - accuracy: 0.8535
Epoch 37/500
113/113 [==============================] - 0s 788us/step - loss: 0.3622 - accuracy: 0.8543
Epoch 38/500
113/113 [==============================] - 0s 980us/step - loss: 0.3609 - accuracy: 0.8522
Epoch 39/500
113/113 [==============================] - 0s 798us/step - loss: 0.3592 - accuracy: 0.8547
Epoch 40/500
113/113 [==============================] - 0s 818us/step - loss: 0.3591 - accuracy: 0.8546
Epoch 41/500
113/113 [==============================] - 0s 801us/step - loss: 0.3580 - accuracy: 0.8539
Epoch 42/500
113/113 [==============================] - 0s 807us/step - loss: 0.3568 - accuracy: 0.8554
Epoch 43/500
113/113 [==============================] - 0s 882us/step - loss: 0.3556 - accuracy: 0.8546
Epoch 44/500
113/113 [==============================] - 0s 822us/step - loss: 0.3545 - accuracy: 0.8568
Epoch 45/500
113/113 [==============================] - 0s 991us/step - loss: 0.3544 - accuracy: 0.8561
Epoch 46/500
113/113 [==============================] - 0s 912us/step - loss: 0.3533 - accuracy: 0.8564
Epoch 47/500
113/113 [==============================] - 0s 908us/step - loss: 0.3525 - accuracy: 0.8567
Epoch 48/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3518 - accuracy: 0.8576
Epoch 49/500
113/113 [==============================] - 0s 832us/step - loss: 0.3514 - accuracy: 0.8600
Epoch 50/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3511 - accuracy: 0.8596
Epoch 51/500
113/113 [==============================] - 0s 868us/step - loss: 0.3504 - accuracy: 0.8579
Epoch 52/500
113/113 [==============================] - 0s 908us/step - loss: 0.3500 - accuracy: 0.8593
Epoch 53/500
113/113 [==============================] - 0s 959us/step - loss: 0.3497 - accuracy: 0.8594
Epoch 54/500
113/113 [==============================] - 0s 874us/step - loss: 0.3494 - accuracy: 0.8586
Epoch 55/500
113/113 [==============================] - 0s 943us/step - loss: 0.3489 - accuracy: 0.8601
Epoch 56/500
113/113 [==============================] - 0s 876us/step - loss: 0.3489 - accuracy: 0.8596
Epoch 57/500
113/113 [==============================] - 0s 979us/step - loss: 0.3484 - accuracy: 0.8578
Epoch 58/500
113/113 [==============================] - 0s 902us/step - loss: 0.3476 - accuracy: 0.8586
Epoch 59/500
113/113 [==============================] - 0s 924us/step - loss: 0.3474 - accuracy: 0.8612
Epoch 60/500
113/113 [==============================] - 0s 880us/step - loss: 0.3478 - accuracy: 0.8593
Epoch 61/500
113/113 [==============================] - 0s 886us/step - loss: 0.3472 - accuracy: 0.8604
Epoch 62/500
113/113 [==============================] - 0s 936us/step - loss: 0.3468 - accuracy: 0.8586
Epoch 63/500
113/113 [==============================] - 0s 815us/step - loss: 0.3465 - accuracy: 0.8578
Epoch 64/500
113/113 [==============================] - 0s 831us/step - loss: 0.3466 - accuracy: 0.8615
Epoch 65/500
113/113 [==============================] - 0s 806us/step - loss: 0.3459 - accuracy: 0.8603
Epoch 66/500
113/113 [==============================] - 0s 816us/step - loss: 0.3458 - accuracy: 0.8596
Epoch 67/500
113/113 [==============================] - 0s 841us/step - loss: 0.3454 - accuracy: 0.8600
Epoch 68/500
113/113 [==============================] - 0s 823us/step - loss: 0.3455 - accuracy: 0.8599
Epoch 69/500
113/113 [==============================] - 0s 811us/step - loss: 0.3455 - accuracy: 0.8599
Epoch 70/500
113/113 [==============================] - 0s 797us/step - loss: 0.3450 - accuracy: 0.8610
Epoch 71/500
113/113 [==============================] - 0s 802us/step - loss: 0.3450 - accuracy: 0.8585
Epoch 72/500
113/113 [==============================] - 0s 948us/step - loss: 0.3450 - accuracy: 0.8607
Epoch 73/500
113/113 [==============================] - 0s 873us/step - loss: 0.3449 - accuracy: 0.8594
Epoch 74/500
113/113 [==============================] - 0s 800us/step - loss: 0.3447 - accuracy: 0.8607
Epoch 75/500
113/113 [==============================] - 0s 851us/step - loss: 0.3447 - accuracy: 0.8593
Epoch 76/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3445 - accuracy: 0.8603
Epoch 77/500
113/113 [==============================] - 0s 859us/step - loss: 0.3441 - accuracy: 0.8593
Epoch 78/500
113/113 [==============================] - 0s 923us/step - loss: 0.3438 - accuracy: 0.8617
Epoch 79/500
113/113 [==============================] - 0s 810us/step - loss: 0.3439 - accuracy: 0.8597
Epoch 80/500
113/113 [==============================] - 0s 816us/step - loss: 0.3439 - accuracy: 0.8587
Epoch 81/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3436 - accuracy: 0.8593
Epoch 82/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3438 - accuracy: 0.8608
Epoch 83/500
113/113 [==============================] - 0s 859us/step - loss: 0.3430 - accuracy: 0.8600
Epoch 84/500
113/113 [==============================] - 0s 815us/step - loss: 0.3436 - accuracy: 0.8632
Epoch 85/500
113/113 [==============================] - 0s 865us/step - loss: 0.3431 - accuracy: 0.8604
Epoch 86/500
113/113 [==============================] - 0s 826us/step - loss: 0.3430 - accuracy: 0.8619
Epoch 87/500
113/113 [==============================] - 0s 878us/step - loss: 0.3434 - accuracy: 0.8597
Epoch 88/500
113/113 [==============================] - 0s 867us/step - loss: 0.3428 - accuracy: 0.8586
Epoch 89/500
113/113 [==============================] - 0s 905us/step - loss: 0.3430 - accuracy: 0.8619
Epoch 90/500
113/113 [==============================] - 0s 854us/step - loss: 0.3427 - accuracy: 0.8604
Epoch 91/500
113/113 [==============================] - 0s 833us/step - loss: 0.3427 - accuracy: 0.8619
Epoch 92/500
113/113 [==============================] - 0s 832us/step - loss: 0.3430 - accuracy: 0.8608
Epoch 93/500
113/113 [==============================] - 0s 861us/step - loss: 0.3422 - accuracy: 0.8606
Epoch 94/500
113/113 [==============================] - 0s 828us/step - loss: 0.3424 - accuracy: 0.8610
Epoch 95/500
113/113 [==============================] - 0s 889us/step - loss: 0.3425 - accuracy: 0.8597
Epoch 96/500
113/113 [==============================] - 0s 845us/step - loss: 0.3423 - accuracy: 0.8600
Epoch 97/500
113/113 [==============================] - 0s 855us/step - loss: 0.3423 - accuracy: 0.8606
Epoch 98/500
113/113 [==============================] - 0s 991us/step - loss: 0.3425 - accuracy: 0.8614
Epoch 99/500
113/113 [==============================] - 0s 913us/step - loss: 0.3418 - accuracy: 0.8590
Epoch 100/500
113/113 [==============================] - 0s 999us/step - loss: 0.3422 - accuracy: 0.8610
Epoch 101/500
113/113 [==============================] - 0s 890us/step - loss: 0.3423 - accuracy: 0.8614
Epoch 102/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3421 - accuracy: 0.8626
Epoch 103/500
113/113 [==============================] - 0s 951us/step - loss: 0.3418 - accuracy: 0.8618
Epoch 104/500
113/113 [==============================] - 0s 953us/step - loss: 0.3416 - accuracy: 0.8618
Epoch 105/500
113/113 [==============================] - 0s 988us/step - loss: 0.3419 - accuracy: 0.8608
Epoch 106/500
113/113 [==============================] - 0s 906us/step - loss: 0.3417 - accuracy: 0.8610
Epoch 107/500
113/113 [==============================] - 0s 877us/step - loss: 0.3420 - accuracy: 0.8618
Epoch 108/500
113/113 [==============================] - 0s 826us/step - loss: 0.3417 - accuracy: 0.8619
Epoch 109/500
113/113 [==============================] - 0s 887us/step - loss: 0.3417 - accuracy: 0.8617
Epoch 110/500
113/113 [==============================] - 0s 868us/step - loss: 0.3415 - accuracy: 0.8607
Epoch 111/500
113/113 [==============================] - 0s 822us/step - loss: 0.3416 - accuracy: 0.8612
Epoch 112/500
113/113 [==============================] - 0s 855us/step - loss: 0.3415 - accuracy: 0.8631
Epoch 113/500
113/113 [==============================] - 0s 820us/step - loss: 0.3417 - accuracy: 0.8626
Epoch 114/500
113/113 [==============================] - 0s 856us/step - loss: 0.3415 - accuracy: 0.8619
Epoch 115/500
113/113 [==============================] - 0s 847us/step - loss: 0.3412 - accuracy: 0.8604
Epoch 116/500
113/113 [==============================] - 0s 868us/step - loss: 0.3409 - accuracy: 0.8631
Epoch 117/500
113/113 [==============================] - 0s 898us/step - loss: 0.3414 - accuracy: 0.8629
Epoch 118/500
113/113 [==============================] - 0s 820us/step - loss: 0.3413 - accuracy: 0.8617
Epoch 119/500
113/113 [==============================] - 0s 860us/step - loss: 0.3414 - accuracy: 0.8621
Epoch 120/500
113/113 [==============================] - 0s 831us/step - loss: 0.3417 - accuracy: 0.8618
Epoch 121/500
113/113 [==============================] - 0s 821us/step - loss: 0.3411 - accuracy: 0.8615
Epoch 122/500
113/113 [==============================] - 0s 859us/step - loss: 0.3412 - accuracy: 0.8614
Epoch 123/500
113/113 [==============================] - 0s 826us/step - loss: 0.3411 - accuracy: 0.8615
Epoch 124/500
113/113 [==============================] - 0s 853us/step - loss: 0.3419 - accuracy: 0.8600
Epoch 125/500
113/113 [==============================] - 0s 847us/step - loss: 0.3410 - accuracy: 0.8624
Epoch 126/500
113/113 [==============================] - 0s 825us/step - loss: 0.3415 - accuracy: 0.8624
Epoch 127/500
113/113 [==============================] - 0s 878us/step - loss: 0.3408 - accuracy: 0.8622
Epoch 128/500
113/113 [==============================] - 0s 853us/step - loss: 0.3414 - accuracy: 0.8607
Epoch 129/500
113/113 [==============================] - 0s 831us/step - loss: 0.3411 - accuracy: 0.8611
Epoch 130/500
113/113 [==============================] - 0s 868us/step - loss: 0.3411 - accuracy: 0.8611
Epoch 131/500
113/113 [==============================] - 0s 819us/step - loss: 0.3410 - accuracy: 0.8625
Epoch 132/500
113/113 [==============================] - 0s 840us/step - loss: 0.3412 - accuracy: 0.8615
Epoch 133/500
113/113 [==============================] - 0s 836us/step - loss: 0.3412 - accuracy: 0.8592
Epoch 134/500
113/113 [==============================] - 0s 825us/step - loss: 0.3411 - accuracy: 0.8608
Epoch 135/500
113/113 [==============================] - 0s 871us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 136/500
113/113 [==============================] - 0s 832us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 137/500
113/113 [==============================] - 0s 941us/step - loss: 0.3411 - accuracy: 0.8608
Epoch 138/500
113/113 [==============================] - 0s 823us/step - loss: 0.3407 - accuracy: 0.8617
Epoch 139/500
113/113 [==============================] - 0s 833us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 140/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3411 - accuracy: 0.8612
Epoch 141/500
113/113 [==============================] - 0s 882us/step - loss: 0.3405 - accuracy: 0.8633
Epoch 142/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3406 - accuracy: 0.8611
Epoch 143/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3404 - accuracy: 0.8618
Epoch 144/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8615
Epoch 145/500
113/113 [==============================] - 0s 857us/step - loss: 0.3408 - accuracy: 0.8621
Epoch 146/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3408 - accuracy: 0.8625
Epoch 147/500
113/113 [==============================] - 0s 892us/step - loss: 0.3408 - accuracy: 0.8618
Epoch 148/500
113/113 [==============================] - 0s 925us/step - loss: 0.3403 - accuracy: 0.8624
Epoch 149/500
113/113 [==============================] - 0s 921us/step - loss: 0.3411 - accuracy: 0.8628
Epoch 150/500
113/113 [==============================] - 0s 938us/step - loss: 0.3402 - accuracy: 0.8636
Epoch 151/500
113/113 [==============================] - 0s 961us/step - loss: 0.3411 - accuracy: 0.8624
Epoch 152/500
113/113 [==============================] - 0s 879us/step - loss: 0.3407 - accuracy: 0.8622
Epoch 153/500
113/113 [==============================] - 0s 948us/step - loss: 0.3401 - accuracy: 0.8647
Epoch 154/500
113/113 [==============================] - 0s 897us/step - loss: 0.3409 - accuracy: 0.8582
Epoch 155/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3403 - accuracy: 0.8625
Epoch 156/500
113/113 [==============================] - 0s 877us/step - loss: 0.3405 - accuracy: 0.8631
Epoch 157/500
113/113 [==============================] - 0s 933us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 158/500
113/113 [==============================] - 0s 934us/step - loss: 0.3403 - accuracy: 0.8624
Epoch 159/500
113/113 [==============================] - 0s 873us/step - loss: 0.3404 - accuracy: 0.8614
Epoch 160/500
113/113 [==============================] - 0s 912us/step - loss: 0.3402 - accuracy: 0.8612
Epoch 161/500
113/113 [==============================] - 0s 872us/step - loss: 0.3405 - accuracy: 0.8636
Epoch 162/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3403 - accuracy: 0.8618
Epoch 163/500
113/113 [==============================] - 0s 914us/step - loss: 0.3405 - accuracy: 0.8621
Epoch 164/500
113/113 [==============================] - 0s 855us/step - loss: 0.3399 - accuracy: 0.8636
Epoch 165/500
113/113 [==============================] - 0s 867us/step - loss: 0.3406 - accuracy: 0.8601
Epoch 166/500
113/113 [==============================] - 0s 833us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 167/500
113/113 [==============================] - 0s 853us/step - loss: 0.3407 - accuracy: 0.8631
Epoch 168/500
113/113 [==============================] - 0s 821us/step - loss: 0.3405 - accuracy: 0.8618
Epoch 169/500
113/113 [==============================] - 0s 856us/step - loss: 0.3401 - accuracy: 0.8633
Epoch 170/500
113/113 [==============================] - 0s 823us/step - loss: 0.3403 - accuracy: 0.8610
Epoch 171/500
113/113 [==============================] - 0s 821us/step - loss: 0.3403 - accuracy: 0.8601
Epoch 172/500
113/113 [==============================] - 0s 856us/step - loss: 0.3401 - accuracy: 0.8621
Epoch 173/500
113/113 [==============================] - 0s 998us/step - loss: 0.3409 - accuracy: 0.8619
Epoch 174/500
113/113 [==============================] - 0s 857us/step - loss: 0.3405 - accuracy: 0.8644
Epoch 175/500
113/113 [==============================] - 0s 832us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 176/500
113/113 [==============================] - 0s 823us/step - loss: 0.3402 - accuracy: 0.8619
Epoch 177/500
113/113 [==============================] - 0s 852us/step - loss: 0.3408 - accuracy: 0.8618
Epoch 178/500
113/113 [==============================] - 0s 833us/step - loss: 0.3402 - accuracy: 0.8606
Epoch 179/500
113/113 [==============================] - 0s 854us/step - loss: 0.3405 - accuracy: 0.8607
Epoch 180/500
113/113 [==============================] - 0s 820us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 181/500
113/113 [==============================] - 0s 822us/step - loss: 0.3401 - accuracy: 0.8624
Epoch 182/500
113/113 [==============================] - 0s 859us/step - loss: 0.3402 - accuracy: 0.8624
Epoch 183/500
113/113 [==============================] - 0s 831us/step - loss: 0.3402 - accuracy: 0.8622
Epoch 184/500
113/113 [==============================] - 0s 843us/step - loss: 0.3401 - accuracy: 0.8624
Epoch 185/500
113/113 [==============================] - 0s 874us/step - loss: 0.3393 - accuracy: 0.8635
Epoch 186/500
113/113 [==============================] - 0s 912us/step - loss: 0.3401 - accuracy: 0.8618
Epoch 187/500
113/113 [==============================] - 0s 848us/step - loss: 0.3400 - accuracy: 0.8625
Epoch 188/500
113/113 [==============================] - 0s 828us/step - loss: 0.3400 - accuracy: 0.8632
Epoch 189/500
113/113 [==============================] - 0s 836us/step - loss: 0.3399 - accuracy: 0.8619
Epoch 190/500
113/113 [==============================] - 0s 850us/step - loss: 0.3397 - accuracy: 0.8631
Epoch 191/500
113/113 [==============================] - 0s 822us/step - loss: 0.3406 - accuracy: 0.8615
Epoch 192/500
113/113 [==============================] - 0s 845us/step - loss: 0.3401 - accuracy: 0.8606
Epoch 193/500
113/113 [==============================] - 0s 835us/step - loss: 0.3400 - accuracy: 0.8637
Epoch 194/500
113/113 [==============================] - 0s 844us/step - loss: 0.3400 - accuracy: 0.8610
Epoch 195/500
113/113 [==============================] - 0s 958us/step - loss: 0.3400 - accuracy: 0.8624
Epoch 196/500
113/113 [==============================] - 0s 839us/step - loss: 0.3398 - accuracy: 0.8622
Epoch 197/500
113/113 [==============================] - 0s 906us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 198/500
113/113 [==============================] - 0s 818us/step - loss: 0.3402 - accuracy: 0.8607
Epoch 199/500
113/113 [==============================] - 0s 839us/step - loss: 0.3397 - accuracy: 0.8615
Epoch 200/500
113/113 [==============================] - 0s 862us/step - loss: 0.3403 - accuracy: 0.8647
Epoch 201/500
113/113 [==============================] - 0s 822us/step - loss: 0.3398 - accuracy: 0.8612
Epoch 202/500
113/113 [==============================] - 0s 850us/step - loss: 0.3397 - accuracy: 0.8615
Epoch 203/500
113/113 [==============================] - 0s 814us/step - loss: 0.3398 - accuracy: 0.8636
Epoch 204/500
113/113 [==============================] - 0s 830us/step - loss: 0.3401 - accuracy: 0.8615
Epoch 205/500
113/113 [==============================] - 0s 887us/step - loss: 0.3399 - accuracy: 0.8601
Epoch 206/500
113/113 [==============================] - 0s 829us/step - loss: 0.3399 - accuracy: 0.8631
Epoch 207/500
113/113 [==============================] - 0s 841us/step - loss: 0.3397 - accuracy: 0.8626
Epoch 208/500
113/113 [==============================] - 0s 828us/step - loss: 0.3395 - accuracy: 0.8624
Epoch 209/500
113/113 [==============================] - 0s 830us/step - loss: 0.3395 - accuracy: 0.8633
Epoch 210/500
113/113 [==============================] - 0s 869us/step - loss: 0.3397 - accuracy: 0.8631
Epoch 211/500
113/113 [==============================] - 0s 820us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 212/500
113/113 [==============================] - 0s 823us/step - loss: 0.3393 - accuracy: 0.8628
Epoch 213/500
113/113 [==============================] - 0s 849us/step - loss: 0.3399 - accuracy: 0.8632
Epoch 214/500
113/113 [==============================] - 0s 823us/step - loss: 0.3395 - accuracy: 0.8633
Epoch 215/500
113/113 [==============================] - 0s 854us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 216/500
113/113 [==============================] - 0s 936us/step - loss: 0.3398 - accuracy: 0.8651
Epoch 217/500
113/113 [==============================] - 0s 862us/step - loss: 0.3388 - accuracy: 0.8636
Epoch 218/500
113/113 [==============================] - 0s 843us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 219/500
113/113 [==============================] - 0s 817us/step - loss: 0.3395 - accuracy: 0.8631
Epoch 220/500
113/113 [==============================] - 0s 871us/step - loss: 0.3393 - accuracy: 0.8633
Epoch 221/500
113/113 [==============================] - 0s 819us/step - loss: 0.3391 - accuracy: 0.8649
Epoch 222/500
113/113 [==============================] - 0s 829us/step - loss: 0.3397 - accuracy: 0.8606
Epoch 223/500
113/113 [==============================] - 0s 855us/step - loss: 0.3398 - accuracy: 0.8622
Epoch 224/500
113/113 [==============================] - 0s 827us/step - loss: 0.3394 - accuracy: 0.8629
Epoch 225/500
113/113 [==============================] - 0s 956us/step - loss: 0.3395 - accuracy: 0.8606
Epoch 226/500
113/113 [==============================] - 0s 826us/step - loss: 0.3391 - accuracy: 0.8635
Epoch 227/500
113/113 [==============================] - 0s 838us/step - loss: 0.3396 - accuracy: 0.8636
Epoch 228/500
113/113 [==============================] - 0s 855us/step - loss: 0.3395 - accuracy: 0.8624
Epoch 229/500
113/113 [==============================] - 0s 822us/step - loss: 0.3391 - accuracy: 0.8632
Epoch 230/500
113/113 [==============================] - 0s 867us/step - loss: 0.3397 - accuracy: 0.8635
Epoch 231/500
113/113 [==============================] - 0s 818us/step - loss: 0.3390 - accuracy: 0.8626
Epoch 232/500
113/113 [==============================] - 0s 854us/step - loss: 0.3393 - accuracy: 0.8635
Epoch 233/500
113/113 [==============================] - 0s 862us/step - loss: 0.3390 - accuracy: 0.8629
Epoch 234/500
113/113 [==============================] - 0s 839us/step - loss: 0.3391 - accuracy: 0.8642
Epoch 235/500
113/113 [==============================] - 0s 886us/step - loss: 0.3393 - accuracy: 0.8636
Epoch 236/500
113/113 [==============================] - 0s 825us/step - loss: 0.3389 - accuracy: 0.8633
Epoch 237/500
113/113 [==============================] - 0s 840us/step - loss: 0.3392 - accuracy: 0.8636
Epoch 238/500
113/113 [==============================] - 0s 880us/step - loss: 0.3398 - accuracy: 0.8628
Epoch 239/500
113/113 [==============================] - 0s 819us/step - loss: 0.3390 - accuracy: 0.8629
Epoch 240/500
113/113 [==============================] - 0s 846us/step - loss: 0.3387 - accuracy: 0.8632
Epoch 241/500
113/113 [==============================] - 0s 845us/step - loss: 0.3392 - accuracy: 0.8637
Epoch 242/500
113/113 [==============================] - 0s 829us/step - loss: 0.3394 - accuracy: 0.8622
Epoch 243/500
113/113 [==============================] - 0s 862us/step - loss: 0.3393 - accuracy: 0.8637
Epoch 244/500
113/113 [==============================] - 0s 818us/step - loss: 0.3392 - accuracy: 0.8631
Epoch 245/500
113/113 [==============================] - 0s 830us/step - loss: 0.3392 - accuracy: 0.8631
Epoch 246/500
113/113 [==============================] - 0s 963us/step - loss: 0.3394 - accuracy: 0.8615
Epoch 247/500
113/113 [==============================] - 0s 834us/step - loss: 0.3389 - accuracy: 0.8643
Epoch 248/500
113/113 [==============================] - 0s 861us/step - loss: 0.3393 - accuracy: 0.8643
Epoch 249/500
113/113 [==============================] - 0s 840us/step - loss: 0.3393 - accuracy: 0.8635
Epoch 250/500
113/113 [==============================] - 0s 852us/step - loss: 0.3391 - accuracy: 0.8646
Epoch 251/500
113/113 [==============================] - 0s 862us/step - loss: 0.3387 - accuracy: 0.8635
Epoch 252/500
113/113 [==============================] - 0s 845us/step - loss: 0.3392 - accuracy: 0.8636
Epoch 253/500
113/113 [==============================] - 0s 860us/step - loss: 0.3389 - accuracy: 0.8633
Epoch 254/500
113/113 [==============================] - 0s 825us/step - loss: 0.3392 - accuracy: 0.8621
Epoch 255/500
113/113 [==============================] - 0s 824us/step - loss: 0.3387 - accuracy: 0.8636
Epoch 256/500
113/113 [==============================] - 0s 972us/step - loss: 0.3389 - accuracy: 0.8647
Epoch 257/500
113/113 [==============================] - 0s 829us/step - loss: 0.3392 - accuracy: 0.8625
Epoch 258/500
113/113 [==============================] - 0s 909us/step - loss: 0.3391 - accuracy: 0.8631
Epoch 259/500
113/113 [==============================] - 0s 823us/step - loss: 0.3392 - accuracy: 0.8636
Epoch 260/500
113/113 [==============================] - 0s 832us/step - loss: 0.3390 - accuracy: 0.8637
Epoch 261/500
113/113 [==============================] - 0s 871us/step - loss: 0.3392 - accuracy: 0.8651
Epoch 262/500
113/113 [==============================] - 0s 818us/step - loss: 0.3387 - accuracy: 0.8647
Epoch 263/500
113/113 [==============================] - 0s 865us/step - loss: 0.3386 - accuracy: 0.8639
Epoch 264/500
113/113 [==============================] - 0s 812us/step - loss: 0.3393 - accuracy: 0.8635
Epoch 265/500
113/113 [==============================] - 0s 823us/step - loss: 0.3392 - accuracy: 0.8619
Epoch 266/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3393 - accuracy: 0.8628
Epoch 267/500
113/113 [==============================] - 0s 835us/step - loss: 0.3391 - accuracy: 0.8633
Epoch 268/500
113/113 [==============================] - 0s 852us/step - loss: 0.3392 - accuracy: 0.8621
Epoch 269/500
113/113 [==============================] - 0s 831us/step - loss: 0.3386 - accuracy: 0.8635
Epoch 270/500
113/113 [==============================] - 0s 822us/step - loss: 0.3385 - accuracy: 0.8635
Epoch 271/500
113/113 [==============================] - 0s 870us/step - loss: 0.3396 - accuracy: 0.8642
Epoch 272/500
113/113 [==============================] - 0s 830us/step - loss: 0.3393 - accuracy: 0.8610
Epoch 273/500
113/113 [==============================] - 0s 860us/step - loss: 0.3388 - accuracy: 0.8662
Epoch 274/500
113/113 [==============================] - 0s 823us/step - loss: 0.3394 - accuracy: 0.8621
Epoch 275/500
113/113 [==============================] - 0s 819us/step - loss: 0.3388 - accuracy: 0.8631
Epoch 276/500
113/113 [==============================] - 0s 954us/step - loss: 0.3390 - accuracy: 0.8629
Epoch 277/500
113/113 [==============================] - 0s 815us/step - loss: 0.3387 - accuracy: 0.8643
Epoch 278/500
113/113 [==============================] - 0s 849us/step - loss: 0.3401 - accuracy: 0.8618
Epoch 279/500
113/113 [==============================] - 0s 822us/step - loss: 0.3383 - accuracy: 0.8615
Epoch 280/500
113/113 [==============================] - 0s 828us/step - loss: 0.3383 - accuracy: 0.8626
Epoch 281/500
113/113 [==============================] - 0s 876us/step - loss: 0.3391 - accuracy: 0.8628
Epoch 282/500
113/113 [==============================] - 0s 828us/step - loss: 0.3389 - accuracy: 0.8650
Epoch 283/500
113/113 [==============================] - 0s 823us/step - loss: 0.3394 - accuracy: 0.8622
Epoch 284/500
113/113 [==============================] - 0s 847us/step - loss: 0.3388 - accuracy: 0.8629
Epoch 285/500
113/113 [==============================] - 0s 822us/step - loss: 0.3390 - accuracy: 0.8643
Epoch 286/500
113/113 [==============================] - 0s 969us/step - loss: 0.3388 - accuracy: 0.8635
Epoch 287/500
113/113 [==============================] - 0s 830us/step - loss: 0.3388 - accuracy: 0.8632
Epoch 288/500
113/113 [==============================] - 0s 825us/step - loss: 0.3387 - accuracy: 0.8629
Epoch 289/500
113/113 [==============================] - 0s 847us/step - loss: 0.3395 - accuracy: 0.8635
Epoch 290/500
113/113 [==============================] - 0s 825us/step - loss: 0.3390 - accuracy: 0.8640
Epoch 291/500
113/113 [==============================] - 0s 854us/step - loss: 0.3388 - accuracy: 0.8629
Epoch 292/500
113/113 [==============================] - 0s 816us/step - loss: 0.3386 - accuracy: 0.8631
Epoch 293/500
113/113 [==============================] - 0s 830us/step - loss: 0.3393 - accuracy: 0.8639
Epoch 294/500
113/113 [==============================] - 0s 852us/step - loss: 0.3390 - accuracy: 0.8622
Epoch 295/500
113/113 [==============================] - 0s 821us/step - loss: 0.3386 - accuracy: 0.8642
Epoch 296/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3395 - accuracy: 0.8637
Epoch 297/500
113/113 [==============================] - 0s 826us/step - loss: 0.3388 - accuracy: 0.8636
Epoch 298/500
113/113 [==============================] - 0s 839us/step - loss: 0.3383 - accuracy: 0.8639
Epoch 299/500
113/113 [==============================] - 0s 905us/step - loss: 0.3394 - accuracy: 0.8639
Epoch 300/500
113/113 [==============================] - 0s 827us/step - loss: 0.3392 - accuracy: 0.8626
Epoch 301/500
113/113 [==============================] - 0s 851us/step - loss: 0.3383 - accuracy: 0.8647
Epoch 302/500
113/113 [==============================] - 0s 820us/step - loss: 0.3388 - accuracy: 0.8615
Epoch 303/500
113/113 [==============================] - 0s 827us/step - loss: 0.3388 - accuracy: 0.8653
Epoch 304/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3390 - accuracy: 0.8636
Epoch 305/500
113/113 [==============================] - 0s 827us/step - loss: 0.3390 - accuracy: 0.8636
Epoch 306/500
113/113 [==============================] - 0s 862us/step - loss: 0.3386 - accuracy: 0.8637
Epoch 307/500
113/113 [==============================] - 0s 835us/step - loss: 0.3391 - accuracy: 0.8628
Epoch 308/500
113/113 [==============================] - 0s 825us/step - loss: 0.3387 - accuracy: 0.8631
Epoch 309/500
113/113 [==============================] - 0s 868us/step - loss: 0.3385 - accuracy: 0.8628
Epoch 310/500
113/113 [==============================] - 0s 819us/step - loss: 0.3385 - accuracy: 0.8636
Epoch 311/500
113/113 [==============================] - 0s 823us/step - loss: 0.3388 - accuracy: 0.8629
Epoch 312/500
113/113 [==============================] - 0s 899us/step - loss: 0.3389 - accuracy: 0.8629
Epoch 313/500
113/113 [==============================] - 0s 842us/step - loss: 0.3384 - accuracy: 0.8622
Epoch 314/500
113/113 [==============================] - 0s 865us/step - loss: 0.3388 - accuracy: 0.8621
Epoch 315/500
113/113 [==============================] - 0s 829us/step - loss: 0.3389 - accuracy: 0.8639
Epoch 316/500
113/113 [==============================] - 0s 931us/step - loss: 0.3391 - accuracy: 0.8633
Epoch 317/500
113/113 [==============================] - 0s 861us/step - loss: 0.3388 - accuracy: 0.8632
Epoch 318/500
113/113 [==============================] - 0s 826us/step - loss: 0.3390 - accuracy: 0.8636
Epoch 319/500
113/113 [==============================] - 0s 854us/step - loss: 0.3390 - accuracy: 0.8626
Epoch 320/500
113/113 [==============================] - 0s 935us/step - loss: 0.3395 - accuracy: 0.8635
Epoch 321/500
113/113 [==============================] - 0s 820us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 322/500
113/113 [==============================] - 0s 865us/step - loss: 0.3393 - accuracy: 0.8629
Epoch 323/500
113/113 [==============================] - 0s 827us/step - loss: 0.3387 - accuracy: 0.8635
Epoch 324/500
113/113 [==============================] - 0s 865us/step - loss: 0.3387 - accuracy: 0.8621
Epoch 325/500
113/113 [==============================] - 0s 841us/step - loss: 0.3386 - accuracy: 0.8621
Epoch 326/500
113/113 [==============================] - 0s 885us/step - loss: 0.3388 - accuracy: 0.8644
Epoch 327/500
113/113 [==============================] - 0s 870us/step - loss: 0.3384 - accuracy: 0.8619
Epoch 328/500
113/113 [==============================] - 0s 843us/step - loss: 0.3387 - accuracy: 0.8650
Epoch 329/500
113/113 [==============================] - 0s 868us/step - loss: 0.3390 - accuracy: 0.8635
Epoch 330/500
113/113 [==============================] - 0s 831us/step - loss: 0.3379 - accuracy: 0.8650
Epoch 331/500
113/113 [==============================] - 0s 829us/step - loss: 0.3389 - accuracy: 0.8619
Epoch 332/500
113/113 [==============================] - 0s 857us/step - loss: 0.3383 - accuracy: 0.8657
Epoch 333/500
113/113 [==============================] - 0s 825us/step - loss: 0.3393 - accuracy: 0.8610
Epoch 334/500
113/113 [==============================] - 0s 837us/step - loss: 0.3380 - accuracy: 0.8635
Epoch 335/500
113/113 [==============================] - 0s 816us/step - loss: 0.3387 - accuracy: 0.8647
Epoch 336/500
113/113 [==============================] - 0s 817us/step - loss: 0.3389 - accuracy: 0.8639
Epoch 337/500
113/113 [==============================] - 0s 966us/step - loss: 0.3399 - accuracy: 0.8619
Epoch 338/500
113/113 [==============================] - 0s 819us/step - loss: 0.3389 - accuracy: 0.8635
Epoch 339/500
113/113 [==============================] - 0s 823us/step - loss: 0.3386 - accuracy: 0.8626
Epoch 340/500
113/113 [==============================] - 0s 874us/step - loss: 0.3387 - accuracy: 0.8632
Epoch 341/500
113/113 [==============================] - 0s 835us/step - loss: 0.3388 - accuracy: 0.8622
Epoch 342/500
113/113 [==============================] - 0s 865us/step - loss: 0.3387 - accuracy: 0.8619
Epoch 343/500
113/113 [==============================] - 0s 828us/step - loss: 0.3388 - accuracy: 0.8640
Epoch 344/500
113/113 [==============================] - 0s 824us/step - loss: 0.3387 - accuracy: 0.8629
Epoch 345/500
113/113 [==============================] - 0s 860us/step - loss: 0.3387 - accuracy: 0.8632
Epoch 346/500
113/113 [==============================] - 0s 823us/step - loss: 0.3384 - accuracy: 0.8637
Epoch 347/500
113/113 [==============================] - 0s 944us/step - loss: 0.3389 - accuracy: 0.8628
Epoch 348/500
113/113 [==============================] - 0s 830us/step - loss: 0.3387 - accuracy: 0.8635
Epoch 349/500
113/113 [==============================] - 0s 822us/step - loss: 0.3389 - accuracy: 0.8640
Epoch 350/500
113/113 [==============================] - 0s 852us/step - loss: 0.3379 - accuracy: 0.8626
Epoch 351/500
113/113 [==============================] - 0s 834us/step - loss: 0.3385 - accuracy: 0.8649
Epoch 352/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3379 - accuracy: 0.8628
Epoch 353/500
113/113 [==============================] - 0s 860us/step - loss: 0.3386 - accuracy: 0.8650
Epoch 354/500
113/113 [==============================] - 0s 853us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 355/500
113/113 [==============================] - 0s 831us/step - loss: 0.3382 - accuracy: 0.8624
Epoch 356/500
113/113 [==============================] - 0s 928us/step - loss: 0.3399 - accuracy: 0.8631
Epoch 357/500
113/113 [==============================] - 0s 910us/step - loss: 0.3381 - accuracy: 0.8637
Epoch 358/500
113/113 [==============================] - 0s 862us/step - loss: 0.3387 - accuracy: 0.8631
Epoch 359/500
113/113 [==============================] - 0s 848us/step - loss: 0.3388 - accuracy: 0.8654
Epoch 360/500
113/113 [==============================] - 0s 831us/step - loss: 0.3383 - accuracy: 0.8626
Epoch 361/500
113/113 [==============================] - 0s 828us/step - loss: 0.3390 - accuracy: 0.8661
Epoch 362/500
113/113 [==============================] - 0s 860us/step - loss: 0.3384 - accuracy: 0.8624
Epoch 363/500
113/113 [==============================] - 0s 867us/step - loss: 0.3387 - accuracy: 0.8635
Epoch 364/500
113/113 [==============================] - 0s 852us/step - loss: 0.3385 - accuracy: 0.8633
Epoch 365/500
113/113 [==============================] - 0s 831us/step - loss: 0.3388 - accuracy: 0.8608
Epoch 366/500
113/113 [==============================] - 0s 908us/step - loss: 0.3391 - accuracy: 0.8629
Epoch 367/500
113/113 [==============================] - 0s 863us/step - loss: 0.3387 - accuracy: 0.8626
Epoch 368/500
113/113 [==============================] - 0s 826us/step - loss: 0.3390 - accuracy: 0.8615
Epoch 369/500
113/113 [==============================] - 0s 865us/step - loss: 0.3386 - accuracy: 0.8636
Epoch 370/500
113/113 [==============================] - 0s 825us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 371/500
113/113 [==============================] - 0s 824us/step - loss: 0.3382 - accuracy: 0.8649
Epoch 372/500
113/113 [==============================] - 0s 862us/step - loss: 0.3390 - accuracy: 0.8636
Epoch 373/500
113/113 [==============================] - 0s 825us/step - loss: 0.3390 - accuracy: 0.8633
Epoch 374/500
113/113 [==============================] - 0s 855us/step - loss: 0.3388 - accuracy: 0.8628
Epoch 375/500
113/113 [==============================] - 0s 822us/step - loss: 0.3388 - accuracy: 0.8642
Epoch 376/500
113/113 [==============================] - 0s 907us/step - loss: 0.3383 - accuracy: 0.8619
Epoch 377/500
113/113 [==============================] - 0s 854us/step - loss: 0.3390 - accuracy: 0.8626
Epoch 378/500
113/113 [==============================] - 0s 832us/step - loss: 0.3383 - accuracy: 0.8633
Epoch 379/500
113/113 [==============================] - 0s 854us/step - loss: 0.3390 - accuracy: 0.8633
Epoch 380/500
113/113 [==============================] - 0s 826us/step - loss: 0.3384 - accuracy: 0.8639
Epoch 381/500
113/113 [==============================] - 0s 824us/step - loss: 0.3388 - accuracy: 0.8643
Epoch 382/500
113/113 [==============================] - 0s 850us/step - loss: 0.3386 - accuracy: 0.8633
Epoch 383/500
113/113 [==============================] - 0s 832us/step - loss: 0.3389 - accuracy: 0.8628
Epoch 384/500
113/113 [==============================] - 0s 834us/step - loss: 0.3382 - accuracy: 0.8643
Epoch 385/500
113/113 [==============================] - 0s 851us/step - loss: 0.3386 - accuracy: 0.8631
Epoch 386/500
113/113 [==============================] - 0s 820us/step - loss: 0.3383 - accuracy: 0.8632
Epoch 387/500
113/113 [==============================] - 0s 990us/step - loss: 0.3387 - accuracy: 0.8642
Epoch 388/500
113/113 [==============================] - 0s 845us/step - loss: 0.3393 - accuracy: 0.8647
Epoch 389/500
113/113 [==============================] - 0s 826us/step - loss: 0.3380 - accuracy: 0.8628
Epoch 390/500
113/113 [==============================] - 0s 857us/step - loss: 0.3382 - accuracy: 0.8632
Epoch 391/500
113/113 [==============================] - 0s 826us/step - loss: 0.3392 - accuracy: 0.8640
Epoch 392/500
113/113 [==============================] - 0s 847us/step - loss: 0.3381 - accuracy: 0.8635
Epoch 393/500
113/113 [==============================] - 0s 880us/step - loss: 0.3387 - accuracy: 0.8617
Epoch 394/500
113/113 [==============================] - 0s 832us/step - loss: 0.3387 - accuracy: 0.8621
Epoch 395/500
113/113 [==============================] - 0s 865us/step - loss: 0.3390 - accuracy: 0.8628
Epoch 396/500
113/113 [==============================] - 0s 829us/step - loss: 0.3380 - accuracy: 0.8628
Epoch 397/500
113/113 [==============================] - 0s 850us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 398/500
113/113 [==============================] - 0s 833us/step - loss: 0.3383 - accuracy: 0.8636
Epoch 399/500
113/113 [==============================] - 0s 868us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 400/500
113/113 [==============================] - 0s 855us/step - loss: 0.3392 - accuracy: 0.8621
Epoch 401/500
113/113 [==============================] - 0s 831us/step - loss: 0.3389 - accuracy: 0.8633
Epoch 402/500
113/113 [==============================] - 0s 856us/step - loss: 0.3383 - accuracy: 0.8639
Epoch 403/500
113/113 [==============================] - 0s 852us/step - loss: 0.3384 - accuracy: 0.8633
Epoch 404/500
113/113 [==============================] - 0s 847us/step - loss: 0.3384 - accuracy: 0.8644
Epoch 405/500
113/113 [==============================] - 0s 852us/step - loss: 0.3387 - accuracy: 0.8637
Epoch 406/500
113/113 [==============================] - 0s 825us/step - loss: 0.3388 - accuracy: 0.8621
Epoch 407/500
113/113 [==============================] - 0s 832us/step - loss: 0.3384 - accuracy: 0.8622
Epoch 408/500
113/113 [==============================] - 0s 799us/step - loss: 0.3399 - accuracy: 0.8636
Epoch 409/500
113/113 [==============================] - 0s 957us/step - loss: 0.3385 - accuracy: 0.8619
Epoch 410/500
113/113 [==============================] - 0s 852us/step - loss: 0.3386 - accuracy: 0.8650
Epoch 411/500
113/113 [==============================] - 0s 832us/step - loss: 0.3391 - accuracy: 0.8611
Epoch 412/500
113/113 [==============================] - 0s 822us/step - loss: 0.3381 - accuracy: 0.8637
Epoch 413/500
113/113 [==============================] - 0s 855us/step - loss: 0.3385 - accuracy: 0.8636
Epoch 414/500
113/113 [==============================] - 0s 861us/step - loss: 0.3386 - accuracy: 0.8644
Epoch 415/500
113/113 [==============================] - 0s 858us/step - loss: 0.3383 - accuracy: 0.8615
Epoch 416/500
113/113 [==============================] - 0s 883us/step - loss: 0.3382 - accuracy: 0.8650
Epoch 417/500
113/113 [==============================] - 0s 825us/step - loss: 0.3382 - accuracy: 0.8626
Epoch 418/500
113/113 [==============================] - 0s 852us/step - loss: 0.3382 - accuracy: 0.8637
Epoch 419/500
113/113 [==============================] - 0s 842us/step - loss: 0.3387 - accuracy: 0.8626
Epoch 420/500
113/113 [==============================] - 0s 850us/step - loss: 0.3378 - accuracy: 0.8635
Epoch 421/500
113/113 [==============================] - 0s 819us/step - loss: 0.3380 - accuracy: 0.8639
Epoch 422/500
113/113 [==============================] - 0s 826us/step - loss: 0.3379 - accuracy: 0.8636
Epoch 423/500
113/113 [==============================] - 0s 853us/step - loss: 0.3389 - accuracy: 0.8631
Epoch 424/500
113/113 [==============================] - 0s 850us/step - loss: 0.3382 - accuracy: 0.8636
Epoch 425/500
113/113 [==============================] - 0s 851us/step - loss: 0.3382 - accuracy: 0.8636
Epoch 426/500
113/113 [==============================] - 0s 844us/step - loss: 0.3383 - accuracy: 0.8639
Epoch 427/500
113/113 [==============================] - 0s 852us/step - loss: 0.3374 - accuracy: 0.8621
Epoch 428/500
113/113 [==============================] - 0s 859us/step - loss: 0.3380 - accuracy: 0.8629
Epoch 429/500
113/113 [==============================] - 0s 863us/step - loss: 0.3383 - accuracy: 0.8628
Epoch 430/500
113/113 [==============================] - 0s 863us/step - loss: 0.3383 - accuracy: 0.8646
Epoch 431/500
113/113 [==============================] - 0s 843us/step - loss: 0.3381 - accuracy: 0.8646
Epoch 432/500
113/113 [==============================] - 0s 819us/step - loss: 0.3381 - accuracy: 0.8631
Epoch 433/500
113/113 [==============================] - 0s 859us/step - loss: 0.3384 - accuracy: 0.8636
Epoch 434/500
113/113 [==============================] - 0s 843us/step - loss: 0.3385 - accuracy: 0.8619
Epoch 435/500
113/113 [==============================] - 0s 846us/step - loss: 0.3380 - accuracy: 0.8637
Epoch 436/500
113/113 [==============================] - 0s 816us/step - loss: 0.3384 - accuracy: 0.8626
Epoch 437/500
113/113 [==============================] - 0s 859us/step - loss: 0.3382 - accuracy: 0.8656
Epoch 438/500
113/113 [==============================] - 0s 902us/step - loss: 0.3385 - accuracy: 0.8635
Epoch 439/500
113/113 [==============================] - 0s 837us/step - loss: 0.3378 - accuracy: 0.8618
Epoch 440/500
113/113 [==============================] - 0s 837us/step - loss: 0.3386 - accuracy: 0.8646
Epoch 441/500
113/113 [==============================] - 0s 855us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 442/500
113/113 [==============================] - 0s 826us/step - loss: 0.3386 - accuracy: 0.8622
Epoch 443/500
113/113 [==============================] - 0s 846us/step - loss: 0.3381 - accuracy: 0.8633
Epoch 444/500
113/113 [==============================] - 0s 857us/step - loss: 0.3387 - accuracy: 0.8628
Epoch 445/500
113/113 [==============================] - 0s 866us/step - loss: 0.3385 - accuracy: 0.8622
Epoch 446/500
113/113 [==============================] - 0s 856us/step - loss: 0.3392 - accuracy: 0.8629
Epoch 447/500
113/113 [==============================] - 0s 864us/step - loss: 0.3384 - accuracy: 0.8643
Epoch 448/500
113/113 [==============================] - 0s 890us/step - loss: 0.3384 - accuracy: 0.8618
Epoch 449/500
113/113 [==============================] - 0s 839us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 450/500
113/113 [==============================] - 0s 831us/step - loss: 0.3379 - accuracy: 0.8642
Epoch 451/500
113/113 [==============================] - 0s 854us/step - loss: 0.3382 - accuracy: 0.8636
Epoch 452/500
113/113 [==============================] - 0s 832us/step - loss: 0.3388 - accuracy: 0.8644
Epoch 453/500
113/113 [==============================] - 0s 864us/step - loss: 0.3378 - accuracy: 0.8629
Epoch 454/500
113/113 [==============================] - 0s 835us/step - loss: 0.3383 - accuracy: 0.8633
Epoch 455/500
113/113 [==============================] - 0s 847us/step - loss: 0.3380 - accuracy: 0.8625
Epoch 456/500
113/113 [==============================] - 0s 850us/step - loss: 0.3388 - accuracy: 0.8626
Epoch 457/500
113/113 [==============================] - 0s 841us/step - loss: 0.3383 - accuracy: 0.8624
Epoch 458/500
113/113 [==============================] - 0s 919us/step - loss: 0.3388 - accuracy: 0.8636
Epoch 459/500
113/113 [==============================] - 0s 818us/step - loss: 0.3388 - accuracy: 0.8611
Epoch 460/500
113/113 [==============================] - 0s 906us/step - loss: 0.3383 - accuracy: 0.8633
Epoch 461/500
113/113 [==============================] - 0s 855us/step - loss: 0.3385 - accuracy: 0.8624
Epoch 462/500
113/113 [==============================] - 0s 824us/step - loss: 0.3379 - accuracy: 0.8654
Epoch 463/500
113/113 [==============================] - 0s 845us/step - loss: 0.3384 - accuracy: 0.8647
Epoch 464/500
113/113 [==============================] - 0s 832us/step - loss: 0.3381 - accuracy: 0.8612
Epoch 465/500
113/113 [==============================] - 0s 841us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 466/500
113/113 [==============================] - 0s 851us/step - loss: 0.3380 - accuracy: 0.8622
Epoch 467/500
113/113 [==============================] - 0s 818us/step - loss: 0.3382 - accuracy: 0.8633
Epoch 468/500
113/113 [==============================] - 0s 949us/step - loss: 0.3379 - accuracy: 0.8637
Epoch 469/500
113/113 [==============================] - 0s 828us/step - loss: 0.3384 - accuracy: 0.8636
Epoch 470/500
113/113 [==============================] - 0s 833us/step - loss: 0.3386 - accuracy: 0.8619
Epoch 471/500
113/113 [==============================] - 0s 851us/step - loss: 0.3389 - accuracy: 0.8629
Epoch 472/500
113/113 [==============================] - 0s 829us/step - loss: 0.3380 - accuracy: 0.8619
Epoch 473/500
113/113 [==============================] - 0s 830us/step - loss: 0.3385 - accuracy: 0.8631
Epoch 474/500
113/113 [==============================] - 0s 844us/step - loss: 0.3380 - accuracy: 0.8646
Epoch 475/500
113/113 [==============================] - 0s 850us/step - loss: 0.3384 - accuracy: 0.8631
Epoch 476/500
113/113 [==============================] - 0s 845us/step - loss: 0.3381 - accuracy: 0.8624
Epoch 477/500
113/113 [==============================] - 0s 820us/step - loss: 0.3382 - accuracy: 0.8621
Epoch 478/500
113/113 [==============================] - 0s 891us/step - loss: 0.3381 - accuracy: 0.8612
Epoch 479/500
113/113 [==============================] - 0s 863us/step - loss: 0.3382 - accuracy: 0.8617
Epoch 480/500
113/113 [==============================] - 0s 831us/step - loss: 0.3383 - accuracy: 0.8643
Epoch 481/500
113/113 [==============================] - 0s 849us/step - loss: 0.3380 - accuracy: 0.8633
Epoch 482/500
113/113 [==============================] - 0s 827us/step - loss: 0.3388 - accuracy: 0.8632
Epoch 483/500
113/113 [==============================] - 0s 826us/step - loss: 0.3381 - accuracy: 0.8639
Epoch 484/500
113/113 [==============================] - 0s 854us/step - loss: 0.3389 - accuracy: 0.8629
Epoch 485/500
113/113 [==============================] - 0s 832us/step - loss: 0.3379 - accuracy: 0.8635
Epoch 486/500
113/113 [==============================] - 0s 848us/step - loss: 0.3384 - accuracy: 0.8636
Epoch 487/500
113/113 [==============================] - 0s 824us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 488/500
113/113 [==============================] - 0s 897us/step - loss: 0.3384 - accuracy: 0.8653
Epoch 489/500
113/113 [==============================] - 0s 849us/step - loss: 0.3387 - accuracy: 0.8624
Epoch 490/500
113/113 [==============================] - 0s 816us/step - loss: 0.3386 - accuracy: 0.8612
Epoch 491/500
113/113 [==============================] - 0s 853us/step - loss: 0.3379 - accuracy: 0.8640
Epoch 492/500
113/113 [==============================] - 0s 822us/step - loss: 0.3384 - accuracy: 0.8635
Epoch 493/500
113/113 [==============================] - 0s 826us/step - loss: 0.3383 - accuracy: 0.8654
Epoch 494/500
113/113 [==============================] - 0s 865us/step - loss: 0.3384 - accuracy: 0.8624
Epoch 495/500
113/113 [==============================] - 0s 856us/step - loss: 0.3386 - accuracy: 0.8639
Epoch 496/500
113/113 [==============================] - 0s 864us/step - loss: 0.3384 - accuracy: 0.8640
Epoch 497/500
113/113 [==============================] - 0s 825us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 498/500
113/113 [==============================] - 0s 823us/step - loss: 0.3382 - accuracy: 0.8640
Epoch 499/500
113/113 [==============================] - 0s 858us/step - loss: 0.3384 - accuracy: 0.8632
Epoch 500/500
113/113 [==============================] - 0s 826us/step - loss: 0.3381 - accuracy: 0.8650
Epoch 1/500
113/113 [==============================] - 0s 847us/step - loss: 0.6702 - accuracy: 0.7918
Epoch 2/500
113/113 [==============================] - 0s 897us/step - loss: 0.5707 - accuracy: 0.7974
Epoch 3/500
113/113 [==============================] - 0s 860us/step - loss: 0.4684 - accuracy: 0.7974
Epoch 4/500
113/113 [==============================] - 0s 875us/step - loss: 0.4292 - accuracy: 0.8000
Epoch 5/500
113/113 [==============================] - 0s 971us/step - loss: 0.4076 - accuracy: 0.8253
Epoch 6/500
113/113 [==============================] - 0s 900us/step - loss: 0.3924 - accuracy: 0.8379
Epoch 7/500
113/113 [==============================] - 0s 916us/step - loss: 0.3811 - accuracy: 0.8436
Epoch 8/500
113/113 [==============================] - 0s 886us/step - loss: 0.3736 - accuracy: 0.8462
Epoch 9/500
113/113 [==============================] - 0s 942us/step - loss: 0.3685 - accuracy: 0.8500
Epoch 10/500
113/113 [==============================] - 0s 881us/step - loss: 0.3649 - accuracy: 0.8494
Epoch 11/500
113/113 [==============================] - 0s 907us/step - loss: 0.3624 - accuracy: 0.8511
Epoch 12/500
113/113 [==============================] - 0s 996us/step - loss: 0.3603 - accuracy: 0.8514
Epoch 13/500
113/113 [==============================] - 0s 872us/step - loss: 0.3587 - accuracy: 0.8547
Epoch 14/500
113/113 [==============================] - 0s 920us/step - loss: 0.3579 - accuracy: 0.8581
Epoch 15/500
113/113 [==============================] - 0s 885us/step - loss: 0.3563 - accuracy: 0.8556
Epoch 16/500
113/113 [==============================] - 0s 962us/step - loss: 0.3556 - accuracy: 0.8583
Epoch 17/500
113/113 [==============================] - 0s 903us/step - loss: 0.3541 - accuracy: 0.8578
Epoch 18/500
113/113 [==============================] - 0s 882us/step - loss: 0.3534 - accuracy: 0.8597
Epoch 19/500
113/113 [==============================] - 0s 940us/step - loss: 0.3528 - accuracy: 0.8586
Epoch 20/500
113/113 [==============================] - 0s 899us/step - loss: 0.3522 - accuracy: 0.8590
Epoch 21/500
113/113 [==============================] - 0s 984us/step - loss: 0.3514 - accuracy: 0.8594
Epoch 22/500
113/113 [==============================] - 0s 890us/step - loss: 0.3508 - accuracy: 0.8600
Epoch 23/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3506 - accuracy: 0.8582
Epoch 24/500
113/113 [==============================] - 0s 883us/step - loss: 0.3498 - accuracy: 0.8611
Epoch 25/500
113/113 [==============================] - 0s 915us/step - loss: 0.3495 - accuracy: 0.8601
Epoch 26/500
113/113 [==============================] - 0s 934us/step - loss: 0.3494 - accuracy: 0.8604
Epoch 27/500
113/113 [==============================] - 0s 903us/step - loss: 0.3487 - accuracy: 0.8590
Epoch 28/500
113/113 [==============================] - 0s 949us/step - loss: 0.3488 - accuracy: 0.8594
Epoch 29/500
113/113 [==============================] - 0s 913us/step - loss: 0.3483 - accuracy: 0.8607
Epoch 30/500
113/113 [==============================] - 0s 955us/step - loss: 0.3482 - accuracy: 0.8593
Epoch 31/500
113/113 [==============================] - 0s 906us/step - loss: 0.3478 - accuracy: 0.8612
Epoch 32/500
113/113 [==============================] - 0s 941us/step - loss: 0.3476 - accuracy: 0.8599
Epoch 33/500
113/113 [==============================] - 0s 943us/step - loss: 0.3473 - accuracy: 0.8607
Epoch 34/500
113/113 [==============================] - 0s 889us/step - loss: 0.3471 - accuracy: 0.8612
Epoch 35/500
113/113 [==============================] - 0s 956us/step - loss: 0.3471 - accuracy: 0.8608
Epoch 36/500
113/113 [==============================] - 0s 902us/step - loss: 0.3468 - accuracy: 0.8594
Epoch 37/500
113/113 [==============================] - 0s 933us/step - loss: 0.3469 - accuracy: 0.8606
Epoch 38/500
113/113 [==============================] - 0s 900us/step - loss: 0.3462 - accuracy: 0.8604
Epoch 39/500
113/113 [==============================] - 0s 910us/step - loss: 0.3460 - accuracy: 0.8611
Epoch 40/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3457 - accuracy: 0.8617
Epoch 41/500
113/113 [==============================] - 0s 995us/step - loss: 0.3456 - accuracy: 0.8615
Epoch 42/500
113/113 [==============================] - 0s 992us/step - loss: 0.3455 - accuracy: 0.8619
Epoch 43/500
113/113 [==============================] - 0s 885us/step - loss: 0.3456 - accuracy: 0.8610
Epoch 44/500
113/113 [==============================] - 0s 923us/step - loss: 0.3452 - accuracy: 0.8596
Epoch 45/500
113/113 [==============================] - ETA: 0s - loss: 0.3398 - accuracy: 0.86 - 0s 839us/step - loss: 0.3453 - accuracy: 0.8600
Epoch 46/500
113/113 [==============================] - 0s 860us/step - loss: 0.3449 - accuracy: 0.8601
Epoch 47/500
113/113 [==============================] - 0s 881us/step - loss: 0.3450 - accuracy: 0.8629
Epoch 48/500
113/113 [==============================] - 0s 846us/step - loss: 0.3446 - accuracy: 0.8612
Epoch 49/500
113/113 [==============================] - 0s 906us/step - loss: 0.3449 - accuracy: 0.8612
Epoch 50/500
113/113 [==============================] - 0s 839us/step - loss: 0.3444 - accuracy: 0.8608
Epoch 51/500
113/113 [==============================] - 0s 879us/step - loss: 0.3444 - accuracy: 0.8615
Epoch 52/500
113/113 [==============================] - 0s 875us/step - loss: 0.3443 - accuracy: 0.8619
Epoch 53/500
113/113 [==============================] - 0s 892us/step - loss: 0.3441 - accuracy: 0.8603
Epoch 54/500
113/113 [==============================] - 0s 857us/step - loss: 0.3440 - accuracy: 0.8626
Epoch 55/500
113/113 [==============================] - 0s 844us/step - loss: 0.3440 - accuracy: 0.8615
Epoch 56/500
113/113 [==============================] - 0s 843us/step - loss: 0.3436 - accuracy: 0.8622
Epoch 57/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3442 - accuracy: 0.8607
Epoch 58/500
113/113 [==============================] - 0s 843us/step - loss: 0.3437 - accuracy: 0.8615
Epoch 59/500
113/113 [==============================] - 0s 881us/step - loss: 0.3437 - accuracy: 0.8624
Epoch 60/500
113/113 [==============================] - 0s 929us/step - loss: 0.3437 - accuracy: 0.8624
Epoch 61/500
113/113 [==============================] - 0s 838us/step - loss: 0.3437 - accuracy: 0.8640
Epoch 62/500
113/113 [==============================] - 0s 861us/step - loss: 0.3434 - accuracy: 0.8608
Epoch 63/500
113/113 [==============================] - 0s 837us/step - loss: 0.3443 - accuracy: 0.8599
Epoch 64/500
113/113 [==============================] - 0s 881us/step - loss: 0.3440 - accuracy: 0.8621
Epoch 65/500
113/113 [==============================] - 0s 867us/step - loss: 0.3430 - accuracy: 0.8628
Epoch 66/500
113/113 [==============================] - 0s 834us/step - loss: 0.3435 - accuracy: 0.8601
Epoch 67/500
113/113 [==============================] - 0s 875us/step - loss: 0.3429 - accuracy: 0.8608
Epoch 68/500
113/113 [==============================] - 0s 849us/step - loss: 0.3428 - accuracy: 0.8637
Epoch 69/500
113/113 [==============================] - 0s 877us/step - loss: 0.3428 - accuracy: 0.8612
Epoch 70/500
113/113 [==============================] - 0s 945us/step - loss: 0.3426 - accuracy: 0.8615
Epoch 71/500
113/113 [==============================] - 0s 839us/step - loss: 0.3431 - accuracy: 0.8615
Epoch 72/500
113/113 [==============================] - 0s 867us/step - loss: 0.3422 - accuracy: 0.8610
Epoch 73/500
113/113 [==============================] - 0s 855us/step - loss: 0.3425 - accuracy: 0.8606
Epoch 74/500
113/113 [==============================] - 0s 883us/step - loss: 0.3422 - accuracy: 0.8603
Epoch 75/500
113/113 [==============================] - 0s 853us/step - loss: 0.3426 - accuracy: 0.8604
Epoch 76/500
113/113 [==============================] - 0s 843us/step - loss: 0.3415 - accuracy: 0.8621
Epoch 77/500
113/113 [==============================] - 0s 865us/step - loss: 0.3416 - accuracy: 0.8612
Epoch 78/500
113/113 [==============================] - 0s 873us/step - loss: 0.3415 - accuracy: 0.8610
Epoch 79/500
113/113 [==============================] - 0s 910us/step - loss: 0.3410 - accuracy: 0.8622
Epoch 80/500
113/113 [==============================] - 0s 897us/step - loss: 0.3408 - accuracy: 0.8612
Epoch 81/500
113/113 [==============================] - 0s 830us/step - loss: 0.3407 - accuracy: 0.8619
Epoch 82/500
113/113 [==============================] - 0s 873us/step - loss: 0.3408 - accuracy: 0.8632
Epoch 83/500
113/113 [==============================] - 0s 858us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 84/500
113/113 [==============================] - 0s 932us/step - loss: 0.3404 - accuracy: 0.8621
Epoch 85/500
113/113 [==============================] - 0s 834us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 86/500
113/113 [==============================] - 0s 839us/step - loss: 0.3401 - accuracy: 0.8622
Epoch 87/500
113/113 [==============================] - 0s 872us/step - loss: 0.3404 - accuracy: 0.8619
Epoch 88/500
113/113 [==============================] - 0s 845us/step - loss: 0.3397 - accuracy: 0.8615
Epoch 89/500
113/113 [==============================] - 0s 883us/step - loss: 0.3402 - accuracy: 0.8625
Epoch 90/500
113/113 [==============================] - 0s 972us/step - loss: 0.3397 - accuracy: 0.8610
Epoch 91/500
113/113 [==============================] - 0s 861us/step - loss: 0.3395 - accuracy: 0.8635
Epoch 92/500
113/113 [==============================] - 0s 848us/step - loss: 0.3396 - accuracy: 0.8622
Epoch 93/500
113/113 [==============================] - 0s 883us/step - loss: 0.3396 - accuracy: 0.8617
Epoch 94/500
113/113 [==============================] - 0s 879us/step - loss: 0.3394 - accuracy: 0.8624
Epoch 95/500
113/113 [==============================] - 0s 840us/step - loss: 0.3398 - accuracy: 0.8625
Epoch 96/500
113/113 [==============================] - 0s 865us/step - loss: 0.3391 - accuracy: 0.8621
Epoch 97/500
113/113 [==============================] - 0s 858us/step - loss: 0.3393 - accuracy: 0.8612
Epoch 98/500
113/113 [==============================] - 0s 847us/step - loss: 0.3389 - accuracy: 0.8607
Epoch 99/500
113/113 [==============================] - 0s 913us/step - loss: 0.3391 - accuracy: 0.8621
Epoch 100/500
113/113 [==============================] - 0s 933us/step - loss: 0.3393 - accuracy: 0.8601
Epoch 101/500
113/113 [==============================] - 0s 863us/step - loss: 0.3387 - accuracy: 0.8631
Epoch 102/500
113/113 [==============================] - 0s 846us/step - loss: 0.3387 - accuracy: 0.8631
Epoch 103/500
113/113 [==============================] - 0s 839us/step - loss: 0.3385 - accuracy: 0.8617
Epoch 104/500
113/113 [==============================] - 0s 873us/step - loss: 0.3382 - accuracy: 0.8631
Epoch 105/500
113/113 [==============================] - 0s 843us/step - loss: 0.3381 - accuracy: 0.8629
Epoch 106/500
113/113 [==============================] - 0s 872us/step - loss: 0.3383 - accuracy: 0.8621
Epoch 107/500
113/113 [==============================] - 0s 857us/step - loss: 0.3380 - accuracy: 0.8612
Epoch 108/500
113/113 [==============================] - 0s 840us/step - loss: 0.3387 - accuracy: 0.8604
Epoch 109/500
113/113 [==============================] - 0s 870us/step - loss: 0.3380 - accuracy: 0.8626
Epoch 110/500
113/113 [==============================] - 0s 933us/step - loss: 0.3380 - accuracy: 0.8628
Epoch 111/500
113/113 [==============================] - 0s 864us/step - loss: 0.3382 - accuracy: 0.8621
Epoch 112/500
113/113 [==============================] - 0s 845us/step - loss: 0.3380 - accuracy: 0.8618
Epoch 113/500
113/113 [==============================] - 0s 862us/step - loss: 0.3374 - accuracy: 0.8615
Epoch 114/500
113/113 [==============================] - 0s 951us/step - loss: 0.3374 - accuracy: 0.8625
Epoch 115/500
113/113 [==============================] - 0s 844us/step - loss: 0.3377 - accuracy: 0.8615
Epoch 116/500
113/113 [==============================] - 0s 863us/step - loss: 0.3379 - accuracy: 0.8617
Epoch 117/500
113/113 [==============================] - 0s 853us/step - loss: 0.3373 - accuracy: 0.8606
Epoch 118/500
113/113 [==============================] - 0s 847us/step - loss: 0.3374 - accuracy: 0.8633
Epoch 119/500
113/113 [==============================] - 0s 877us/step - loss: 0.3378 - accuracy: 0.8617
Epoch 120/500
113/113 [==============================] - 0s 921us/step - loss: 0.3374 - accuracy: 0.8615
Epoch 121/500
113/113 [==============================] - 0s 874us/step - loss: 0.3373 - accuracy: 0.8625
Epoch 122/500
113/113 [==============================] - 0s 835us/step - loss: 0.3372 - accuracy: 0.8625
Epoch 123/500
113/113 [==============================] - 0s 845us/step - loss: 0.3371 - accuracy: 0.8601
Epoch 124/500
113/113 [==============================] - 0s 879us/step - loss: 0.3372 - accuracy: 0.8621
Epoch 125/500
113/113 [==============================] - 0s 853us/step - loss: 0.3373 - accuracy: 0.8614
Epoch 126/500
113/113 [==============================] - 0s 877us/step - loss: 0.3373 - accuracy: 0.8625
Epoch 127/500
113/113 [==============================] - 0s 851us/step - loss: 0.3374 - accuracy: 0.8617
Epoch 128/500
113/113 [==============================] - 0s 850us/step - loss: 0.3371 - accuracy: 0.8612
Epoch 129/500
113/113 [==============================] - 0s 867us/step - loss: 0.3368 - accuracy: 0.8625
Epoch 130/500
113/113 [==============================] - 0s 950us/step - loss: 0.3370 - accuracy: 0.8621
Epoch 131/500
113/113 [==============================] - 0s 863us/step - loss: 0.3368 - accuracy: 0.8610
Epoch 132/500
113/113 [==============================] - 0s 844us/step - loss: 0.3372 - accuracy: 0.8621
Epoch 133/500
113/113 [==============================] - 0s 847us/step - loss: 0.3368 - accuracy: 0.8621
Epoch 134/500
113/113 [==============================] - 0s 869us/step - loss: 0.3371 - accuracy: 0.8611
Epoch 135/500
113/113 [==============================] - 0s 849us/step - loss: 0.3363 - accuracy: 0.8617
Epoch 136/500
113/113 [==============================] - 0s 871us/step - loss: 0.3365 - accuracy: 0.8615
Epoch 137/500
113/113 [==============================] - 0s 856us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 138/500
113/113 [==============================] - 0s 843us/step - loss: 0.3366 - accuracy: 0.8621
Epoch 139/500
113/113 [==============================] - 0s 860us/step - loss: 0.3368 - accuracy: 0.8629
Epoch 140/500
113/113 [==============================] - 0s 893us/step - loss: 0.3363 - accuracy: 0.8631
Epoch 141/500
113/113 [==============================] - 0s 872us/step - loss: 0.3367 - accuracy: 0.8622
Epoch 142/500
113/113 [==============================] - 0s 843us/step - loss: 0.3363 - accuracy: 0.8621
Epoch 143/500
113/113 [==============================] - 0s 845us/step - loss: 0.3366 - accuracy: 0.8628
Epoch 144/500
113/113 [==============================] - 0s 860us/step - loss: 0.3365 - accuracy: 0.8608
Epoch 145/500
113/113 [==============================] - 0s 849us/step - loss: 0.3366 - accuracy: 0.8637
Epoch 146/500
113/113 [==============================] - 0s 865us/step - loss: 0.3363 - accuracy: 0.8629
Epoch 147/500
113/113 [==============================] - 0s 853us/step - loss: 0.3371 - accuracy: 0.8625
Epoch 148/500
113/113 [==============================] - 0s 837us/step - loss: 0.3366 - accuracy: 0.8608
Epoch 149/500
113/113 [==============================] - 0s 860us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 150/500
113/113 [==============================] - 0s 963us/step - loss: 0.3363 - accuracy: 0.8628
Epoch 151/500
113/113 [==============================] - 0s 860us/step - loss: 0.3359 - accuracy: 0.8618
Epoch 152/500
113/113 [==============================] - 0s 883us/step - loss: 0.3363 - accuracy: 0.8615
Epoch 153/500
113/113 [==============================] - 0s 841us/step - loss: 0.3360 - accuracy: 0.8629
Epoch 154/500
113/113 [==============================] - 0s 875us/step - loss: 0.3360 - accuracy: 0.8639
Epoch 155/500
113/113 [==============================] - 0s 868us/step - loss: 0.3360 - accuracy: 0.8628
Epoch 156/500
113/113 [==============================] - 0s 863us/step - loss: 0.3362 - accuracy: 0.8608
Epoch 157/500
113/113 [==============================] - 0s 848us/step - loss: 0.3361 - accuracy: 0.8636
Epoch 158/500
113/113 [==============================] - 0s 845us/step - loss: 0.3359 - accuracy: 0.8618
Epoch 159/500
113/113 [==============================] - 0s 834us/step - loss: 0.3361 - accuracy: 0.8635
Epoch 160/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3364 - accuracy: 0.8626
Epoch 161/500
113/113 [==============================] - 0s 838us/step - loss: 0.3362 - accuracy: 0.8628
Epoch 162/500
113/113 [==============================] - 0s 828us/step - loss: 0.3363 - accuracy: 0.8646
Epoch 163/500
113/113 [==============================] - 0s 847us/step - loss: 0.3359 - accuracy: 0.8633
Epoch 164/500
113/113 [==============================] - 0s 862us/step - loss: 0.3361 - accuracy: 0.8611
Epoch 165/500
113/113 [==============================] - 0s 863us/step - loss: 0.3363 - accuracy: 0.8624
Epoch 166/500
113/113 [==============================] - 0s 854us/step - loss: 0.3359 - accuracy: 0.8640
Epoch 167/500
113/113 [==============================] - 0s 852us/step - loss: 0.3359 - accuracy: 0.8619
Epoch 168/500
113/113 [==============================] - 0s 841us/step - loss: 0.3359 - accuracy: 0.8632
Epoch 169/500
113/113 [==============================] - 0s 839us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 170/500
113/113 [==============================] - 0s 939us/step - loss: 0.3359 - accuracy: 0.8631
Epoch 171/500
113/113 [==============================] - 0s 837us/step - loss: 0.3362 - accuracy: 0.8621
Epoch 172/500
113/113 [==============================] - 0s 839us/step - loss: 0.3361 - accuracy: 0.8632
Epoch 173/500
113/113 [==============================] - 0s 842us/step - loss: 0.3359 - accuracy: 0.8622
Epoch 174/500
113/113 [==============================] - 0s 834us/step - loss: 0.3357 - accuracy: 0.8624
Epoch 175/500
113/113 [==============================] - 0s 860us/step - loss: 0.3358 - accuracy: 0.8632
Epoch 176/500
113/113 [==============================] - 0s 838us/step - loss: 0.3357 - accuracy: 0.8631
Epoch 177/500
113/113 [==============================] - 0s 843us/step - loss: 0.3362 - accuracy: 0.8625
Epoch 178/500
113/113 [==============================] - 0s 839us/step - loss: 0.3364 - accuracy: 0.8625
Epoch 179/500
113/113 [==============================] - 0s 843us/step - loss: 0.3357 - accuracy: 0.8628
Epoch 180/500
113/113 [==============================] - 0s 905us/step - loss: 0.3359 - accuracy: 0.8625
Epoch 181/500
113/113 [==============================] - 0s 871us/step - loss: 0.3353 - accuracy: 0.8644
Epoch 182/500
113/113 [==============================] - 0s 833us/step - loss: 0.3359 - accuracy: 0.8629
Epoch 183/500
113/113 [==============================] - 0s 848us/step - loss: 0.3353 - accuracy: 0.8632
Epoch 184/500
113/113 [==============================] - 0s 838us/step - loss: 0.3359 - accuracy: 0.8636
Epoch 185/500
113/113 [==============================] - 0s 842us/step - loss: 0.3357 - accuracy: 0.8619
Epoch 186/500
113/113 [==============================] - 0s 831us/step - loss: 0.3357 - accuracy: 0.8635
Epoch 187/500
113/113 [==============================] - 0s 952us/step - loss: 0.3359 - accuracy: 0.8628
Epoch 188/500
113/113 [==============================] - 0s 836us/step - loss: 0.3359 - accuracy: 0.8622
Epoch 189/500
113/113 [==============================] - 0s 845us/step - loss: 0.3357 - accuracy: 0.8610
Epoch 190/500
113/113 [==============================] - 0s 844us/step - loss: 0.3353 - accuracy: 0.8628
Epoch 191/500
113/113 [==============================] - 0s 852us/step - loss: 0.3357 - accuracy: 0.8621
Epoch 192/500
113/113 [==============================] - 0s 878us/step - loss: 0.3354 - accuracy: 0.8635
Epoch 193/500
113/113 [==============================] - 0s 852us/step - loss: 0.3355 - accuracy: 0.8635
Epoch 194/500
113/113 [==============================] - 0s 849us/step - loss: 0.3355 - accuracy: 0.8625
Epoch 195/500
113/113 [==============================] - 0s 865us/step - loss: 0.3352 - accuracy: 0.8625
Epoch 196/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3353 - accuracy: 0.8624
Epoch 197/500
113/113 [==============================] - 0s 885us/step - loss: 0.3350 - accuracy: 0.8622
Epoch 198/500
113/113 [==============================] - 0s 835us/step - loss: 0.3351 - accuracy: 0.8637
Epoch 199/500
113/113 [==============================] - 0s 845us/step - loss: 0.3354 - accuracy: 0.8635
Epoch 200/500
113/113 [==============================] - 0s 863us/step - loss: 0.3349 - accuracy: 0.8636
Epoch 201/500
113/113 [==============================] - 0s 903us/step - loss: 0.3351 - accuracy: 0.8625
Epoch 202/500
113/113 [==============================] - 0s 838us/step - loss: 0.3353 - accuracy: 0.8626
Epoch 203/500
113/113 [==============================] - 0s 837us/step - loss: 0.3353 - accuracy: 0.8625
Epoch 204/500
113/113 [==============================] - 0s 840us/step - loss: 0.3349 - accuracy: 0.8624
Epoch 205/500
113/113 [==============================] - 0s 841us/step - loss: 0.3353 - accuracy: 0.8626
Epoch 206/500
113/113 [==============================] - 0s 928us/step - loss: 0.3355 - accuracy: 0.8637
Epoch 207/500
113/113 [==============================] - 0s 854us/step - loss: 0.3351 - accuracy: 0.8632
Epoch 208/500
113/113 [==============================] - 0s 831us/step - loss: 0.3346 - accuracy: 0.8614
Epoch 209/500
113/113 [==============================] - 0s 944us/step - loss: 0.3357 - accuracy: 0.8618
Epoch 210/500
113/113 [==============================] - 0s 870us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 211/500
113/113 [==============================] - 0s 839us/step - loss: 0.3349 - accuracy: 0.8619
Epoch 212/500
113/113 [==============================] - 0s 852us/step - loss: 0.3350 - accuracy: 0.8608
Epoch 213/500
113/113 [==============================] - 0s 835us/step - loss: 0.3347 - accuracy: 0.8619
Epoch 214/500
113/113 [==============================] - 0s 837us/step - loss: 0.3353 - accuracy: 0.8642
Epoch 215/500
113/113 [==============================] - 0s 851us/step - loss: 0.3349 - accuracy: 0.8614
Epoch 216/500
113/113 [==============================] - 0s 837us/step - loss: 0.3350 - accuracy: 0.8639
Epoch 217/500
113/113 [==============================] - 0s 844us/step - loss: 0.3353 - accuracy: 0.8625
Epoch 218/500
113/113 [==============================] - 0s 840us/step - loss: 0.3351 - accuracy: 0.8631
Epoch 219/500
113/113 [==============================] - 0s 832us/step - loss: 0.3349 - accuracy: 0.8635
Epoch 220/500
113/113 [==============================] - 0s 952us/step - loss: 0.3347 - accuracy: 0.8625
Epoch 221/500
113/113 [==============================] - 0s 842us/step - loss: 0.3348 - accuracy: 0.8642
Epoch 222/500
113/113 [==============================] - 0s 872us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 223/500
113/113 [==============================] - 0s 843us/step - loss: 0.3348 - accuracy: 0.8628
Epoch 224/500
113/113 [==============================] - 0s 849us/step - loss: 0.3349 - accuracy: 0.8615
Epoch 225/500
113/113 [==============================] - 0s 851us/step - loss: 0.3350 - accuracy: 0.8626
Epoch 226/500
113/113 [==============================] - 0s 842us/step - loss: 0.3350 - accuracy: 0.8631
Epoch 227/500
113/113 [==============================] - 0s 862us/step - loss: 0.3348 - accuracy: 0.8625
Epoch 228/500
113/113 [==============================] - 0s 835us/step - loss: 0.3351 - accuracy: 0.8639
Epoch 229/500
113/113 [==============================] - 0s 838us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 230/500
113/113 [==============================] - 0s 868us/step - loss: 0.3347 - accuracy: 0.8619
Epoch 231/500
113/113 [==============================] - 0s 859us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 232/500
113/113 [==============================] - 0s 834us/step - loss: 0.3348 - accuracy: 0.8631
Epoch 233/500
113/113 [==============================] - 0s 847us/step - loss: 0.3349 - accuracy: 0.8642
Epoch 234/500
113/113 [==============================] - 0s 836us/step - loss: 0.3358 - accuracy: 0.8618
Epoch 235/500
113/113 [==============================] - 0s 847us/step - loss: 0.3347 - accuracy: 0.8626
Epoch 236/500
113/113 [==============================] - 0s 871us/step - loss: 0.3346 - accuracy: 0.8629
Epoch 237/500
113/113 [==============================] - 0s 871us/step - loss: 0.3350 - accuracy: 0.8631
Epoch 238/500
113/113 [==============================] - 0s 850us/step - loss: 0.3348 - accuracy: 0.8628
Epoch 239/500
113/113 [==============================] - 0s 847us/step - loss: 0.3345 - accuracy: 0.8619
Epoch 240/500
113/113 [==============================] - 0s 938us/step - loss: 0.3348 - accuracy: 0.8643
Epoch 241/500
113/113 [==============================] - 0s 864us/step - loss: 0.3348 - accuracy: 0.8625
Epoch 242/500
113/113 [==============================] - 0s 833us/step - loss: 0.3348 - accuracy: 0.8621
Epoch 243/500
113/113 [==============================] - 0s 836us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 244/500
113/113 [==============================] - 0s 831us/step - loss: 0.3350 - accuracy: 0.8640
Epoch 245/500
113/113 [==============================] - 0s 841us/step - loss: 0.3347 - accuracy: 0.8651
Epoch 246/500
113/113 [==============================] - 0s 846us/step - loss: 0.3345 - accuracy: 0.8632
Epoch 247/500
113/113 [==============================] - 0s 854us/step - loss: 0.3349 - accuracy: 0.8637
Epoch 248/500
113/113 [==============================] - 0s 834us/step - loss: 0.3346 - accuracy: 0.8624
Epoch 249/500
113/113 [==============================] - 0s 832us/step - loss: 0.3343 - accuracy: 0.8639
Epoch 250/500
113/113 [==============================] - 0s 916us/step - loss: 0.3346 - accuracy: 0.8629
Epoch 251/500
113/113 [==============================] - 0s 865us/step - loss: 0.3345 - accuracy: 0.8635
Epoch 252/500
113/113 [==============================] - 0s 877us/step - loss: 0.3347 - accuracy: 0.8622
Epoch 253/500
113/113 [==============================] - 0s 829us/step - loss: 0.3346 - accuracy: 0.8642
Epoch 254/500
113/113 [==============================] - 0s 842us/step - loss: 0.3345 - accuracy: 0.8625
Epoch 255/500
113/113 [==============================] - 0s 836us/step - loss: 0.3344 - accuracy: 0.8642
Epoch 256/500
113/113 [==============================] - 0s 847us/step - loss: 0.3347 - accuracy: 0.8628
Epoch 257/500
113/113 [==============================] - 0s 842us/step - loss: 0.3353 - accuracy: 0.8611
Epoch 258/500
113/113 [==============================] - 0s 828us/step - loss: 0.3352 - accuracy: 0.8633
Epoch 259/500
113/113 [==============================] - 0s 842us/step - loss: 0.3344 - accuracy: 0.8633
Epoch 260/500
113/113 [==============================] - 0s 942us/step - loss: 0.3346 - accuracy: 0.8633
Epoch 261/500
113/113 [==============================] - 0s 848us/step - loss: 0.3351 - accuracy: 0.8625
Epoch 262/500
113/113 [==============================] - 0s 839us/step - loss: 0.3344 - accuracy: 0.8632
Epoch 263/500
113/113 [==============================] - 0s 842us/step - loss: 0.3349 - accuracy: 0.8637
Epoch 264/500
113/113 [==============================] - 0s 833us/step - loss: 0.3350 - accuracy: 0.8636
Epoch 265/500
113/113 [==============================] - 0s 838us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 266/500
113/113 [==============================] - 0s 855us/step - loss: 0.3350 - accuracy: 0.8632
Epoch 267/500
113/113 [==============================] - 0s 833us/step - loss: 0.3352 - accuracy: 0.8618
Epoch 268/500
113/113 [==============================] - 0s 840us/step - loss: 0.3345 - accuracy: 0.8612
Epoch 269/500
113/113 [==============================] - 0s 837us/step - loss: 0.3349 - accuracy: 0.8622
Epoch 270/500
113/113 [==============================] - 0s 886us/step - loss: 0.3349 - accuracy: 0.8624
Epoch 271/500
113/113 [==============================] - 0s 854us/step - loss: 0.3341 - accuracy: 0.8637
Epoch 272/500
113/113 [==============================] - 0s 838us/step - loss: 0.3351 - accuracy: 0.8625
Epoch 273/500
113/113 [==============================] - 0s 843us/step - loss: 0.3345 - accuracy: 0.8636
Epoch 274/500
113/113 [==============================] - 0s 836us/step - loss: 0.3352 - accuracy: 0.8624
Epoch 275/500
113/113 [==============================] - 0s 839us/step - loss: 0.3342 - accuracy: 0.8633
Epoch 276/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3351 - accuracy: 0.8624
Epoch 277/500
113/113 [==============================] - 0s 837us/step - loss: 0.3345 - accuracy: 0.8628
Epoch 278/500
113/113 [==============================] - 0s 836us/step - loss: 0.3342 - accuracy: 0.8631
Epoch 279/500
113/113 [==============================] - 0s 863us/step - loss: 0.3348 - accuracy: 0.8624
Epoch 280/500
113/113 [==============================] - 0s 930us/step - loss: 0.3346 - accuracy: 0.8618
Epoch 281/500
113/113 [==============================] - 0s 869us/step - loss: 0.3347 - accuracy: 0.8619
Epoch 282/500
113/113 [==============================] - 0s 839us/step - loss: 0.3344 - accuracy: 0.8637
Epoch 283/500
113/113 [==============================] - 0s 832us/step - loss: 0.3344 - accuracy: 0.8618
Epoch 284/500
113/113 [==============================] - 0s 884us/step - loss: 0.3349 - accuracy: 0.8637
Epoch 285/500
113/113 [==============================] - 0s 846us/step - loss: 0.3349 - accuracy: 0.8625
Epoch 286/500
113/113 [==============================] - 0s 899us/step - loss: 0.3346 - accuracy: 0.8628
Epoch 287/500
113/113 [==============================] - 0s 850us/step - loss: 0.3345 - accuracy: 0.8626
Epoch 288/500
113/113 [==============================] - 0s 840us/step - loss: 0.3347 - accuracy: 0.8635
Epoch 289/500
113/113 [==============================] - 0s 866us/step - loss: 0.3348 - accuracy: 0.8632
Epoch 290/500
113/113 [==============================] - 0s 929us/step - loss: 0.3345 - accuracy: 0.8625
Epoch 291/500
113/113 [==============================] - 0s 871us/step - loss: 0.3350 - accuracy: 0.8619
Epoch 292/500
113/113 [==============================] - 0s 862us/step - loss: 0.3340 - accuracy: 0.8633
Epoch 293/500
113/113 [==============================] - 0s 836us/step - loss: 0.3345 - accuracy: 0.8622
Epoch 294/500
113/113 [==============================] - 0s 908us/step - loss: 0.3344 - accuracy: 0.8628
Epoch 295/500
113/113 [==============================] - 0s 838us/step - loss: 0.3342 - accuracy: 0.8643
Epoch 296/500
113/113 [==============================] - 0s 887us/step - loss: 0.3347 - accuracy: 0.8639
Epoch 297/500
113/113 [==============================] - 0s 995us/step - loss: 0.3342 - accuracy: 0.8632
Epoch 298/500
113/113 [==============================] - 0s 850us/step - loss: 0.3346 - accuracy: 0.8633
Epoch 299/500
113/113 [==============================] - 0s 869us/step - loss: 0.3345 - accuracy: 0.8618
Epoch 300/500
113/113 [==============================] - 0s 850us/step - loss: 0.3344 - accuracy: 0.8633
Epoch 301/500
113/113 [==============================] - 0s 869us/step - loss: 0.3346 - accuracy: 0.8618
Epoch 302/500
113/113 [==============================] - 0s 865us/step - loss: 0.3343 - accuracy: 0.8640
Epoch 303/500
113/113 [==============================] - 0s 835us/step - loss: 0.3350 - accuracy: 0.8632
Epoch 304/500
113/113 [==============================] - 0s 877us/step - loss: 0.3343 - accuracy: 0.8642
Epoch 305/500
113/113 [==============================] - 0s 850us/step - loss: 0.3346 - accuracy: 0.8633
Epoch 306/500
113/113 [==============================] - 0s 893us/step - loss: 0.3343 - accuracy: 0.8621
Epoch 307/500
113/113 [==============================] - 0s 851us/step - loss: 0.3345 - accuracy: 0.8635
Epoch 308/500
113/113 [==============================] - 0s 843us/step - loss: 0.3346 - accuracy: 0.8628
Epoch 309/500
113/113 [==============================] - 0s 877us/step - loss: 0.3349 - accuracy: 0.8619
Epoch 310/500
113/113 [==============================] - 0s 850us/step - loss: 0.3348 - accuracy: 0.8629
Epoch 311/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3341 - accuracy: 0.8635
Epoch 312/500
113/113 [==============================] - 0s 845us/step - loss: 0.3343 - accuracy: 0.8644
Epoch 313/500
113/113 [==============================] - 0s 868us/step - loss: 0.3343 - accuracy: 0.8632
Epoch 314/500
113/113 [==============================] - 0s 856us/step - loss: 0.3344 - accuracy: 0.8637
Epoch 315/500
113/113 [==============================] - 0s 856us/step - loss: 0.3344 - accuracy: 0.8626
Epoch 316/500
113/113 [==============================] - 0s 866us/step - loss: 0.3346 - accuracy: 0.8632
Epoch 317/500
113/113 [==============================] - 0s 869us/step - loss: 0.3344 - accuracy: 0.8622
Epoch 318/500
113/113 [==============================] - 0s 873us/step - loss: 0.3348 - accuracy: 0.8633
Epoch 319/500
113/113 [==============================] - 0s 893us/step - loss: 0.3350 - accuracy: 0.8626
Epoch 320/500
113/113 [==============================] - 0s 840us/step - loss: 0.3346 - accuracy: 0.8626
Epoch 321/500
113/113 [==============================] - 0s 873us/step - loss: 0.3343 - accuracy: 0.8629
Epoch 322/500
113/113 [==============================] - 0s 852us/step - loss: 0.3345 - accuracy: 0.8629
Epoch 323/500
113/113 [==============================] - 0s 867us/step - loss: 0.3344 - accuracy: 0.8624
Epoch 324/500
113/113 [==============================] - 0s 860us/step - loss: 0.3341 - accuracy: 0.8632
Epoch 325/500
113/113 [==============================] - 0s 866us/step - loss: 0.3346 - accuracy: 0.8619
Epoch 326/500
113/113 [==============================] - 0s 934us/step - loss: 0.3344 - accuracy: 0.8617
Epoch 327/500
113/113 [==============================] - 0s 963us/step - loss: 0.3342 - accuracy: 0.8636
Epoch 328/500
113/113 [==============================] - 0s 881us/step - loss: 0.3343 - accuracy: 0.8631
Epoch 329/500
113/113 [==============================] - 0s 883us/step - loss: 0.3343 - accuracy: 0.8632
Epoch 330/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3339 - accuracy: 0.8625
Epoch 331/500
113/113 [==============================] - 0s 873us/step - loss: 0.3347 - accuracy: 0.8617
Epoch 332/500
113/113 [==============================] - 0s 948us/step - loss: 0.3342 - accuracy: 0.8618
Epoch 333/500
113/113 [==============================] - 0s 901us/step - loss: 0.3344 - accuracy: 0.8621
Epoch 334/500
113/113 [==============================] - 0s 844us/step - loss: 0.3343 - accuracy: 0.8614
Epoch 335/500
113/113 [==============================] - 0s 865us/step - loss: 0.3344 - accuracy: 0.8614
Epoch 336/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3342 - accuracy: 0.8631
Epoch 337/500
113/113 [==============================] - 0s 873us/step - loss: 0.3339 - accuracy: 0.8624
Epoch 338/500
113/113 [==============================] - 0s 949us/step - loss: 0.3342 - accuracy: 0.8621
Epoch 339/500
113/113 [==============================] - 0s 854us/step - loss: 0.3344 - accuracy: 0.8626
Epoch 340/500
113/113 [==============================] - 0s 874us/step - loss: 0.3342 - accuracy: 0.8629
Epoch 341/500
113/113 [==============================] - 0s 912us/step - loss: 0.3343 - accuracy: 0.8619
Epoch 342/500
113/113 [==============================] - 0s 876us/step - loss: 0.3341 - accuracy: 0.8618
Epoch 343/500
113/113 [==============================] - 0s 841us/step - loss: 0.3345 - accuracy: 0.8625
Epoch 344/500
113/113 [==============================] - 0s 868us/step - loss: 0.3342 - accuracy: 0.8615
Epoch 345/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3340 - accuracy: 0.8617
Epoch 346/500
113/113 [==============================] - 0s 847us/step - loss: 0.3341 - accuracy: 0.8622
Epoch 347/500
113/113 [==============================] - 0s 868us/step - loss: 0.3342 - accuracy: 0.8618
Epoch 348/500
113/113 [==============================] - 0s 913us/step - loss: 0.3337 - accuracy: 0.8649
Epoch 349/500
113/113 [==============================] - 0s 889us/step - loss: 0.3339 - accuracy: 0.8621
Epoch 350/500
113/113 [==============================] - 0s 914us/step - loss: 0.3346 - accuracy: 0.8625
Epoch 351/500
113/113 [==============================] - 0s 876us/step - loss: 0.3348 - accuracy: 0.8642
Epoch 352/500
113/113 [==============================] - 0s 882us/step - loss: 0.3336 - accuracy: 0.8635
Epoch 353/500
113/113 [==============================] - 0s 845us/step - loss: 0.3338 - accuracy: 0.8631
Epoch 354/500
113/113 [==============================] - 0s 886us/step - loss: 0.3342 - accuracy: 0.8643
Epoch 355/500
113/113 [==============================] - 0s 871us/step - loss: 0.3343 - accuracy: 0.8621
Epoch 356/500
113/113 [==============================] - 0s 841us/step - loss: 0.3344 - accuracy: 0.8646
Epoch 357/500
113/113 [==============================] - 0s 996us/step - loss: 0.3345 - accuracy: 0.8626
Epoch 358/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3338 - accuracy: 0.8614
Epoch 359/500
113/113 [==============================] - 0s 866us/step - loss: 0.3341 - accuracy: 0.8632
Epoch 360/500
113/113 [==============================] - 0s 861us/step - loss: 0.3338 - accuracy: 0.8625
Epoch 361/500
113/113 [==============================] - 0s 876us/step - loss: 0.3343 - accuracy: 0.8635
Epoch 362/500
113/113 [==============================] - 0s 853us/step - loss: 0.3340 - accuracy: 0.8633
Epoch 363/500
113/113 [==============================] - 0s 843us/step - loss: 0.3345 - accuracy: 0.8631
Epoch 364/500
113/113 [==============================] - 0s 870us/step - loss: 0.3340 - accuracy: 0.8624
Epoch 365/500
113/113 [==============================] - 0s 887us/step - loss: 0.3343 - accuracy: 0.8622
Epoch 366/500
113/113 [==============================] - 0s 866us/step - loss: 0.3338 - accuracy: 0.8625
Epoch 367/500
113/113 [==============================] - 0s 860us/step - loss: 0.3345 - accuracy: 0.8624
Epoch 368/500
113/113 [==============================] - 0s 866us/step - loss: 0.3339 - accuracy: 0.8628
Epoch 369/500
113/113 [==============================] - 0s 876us/step - loss: 0.3341 - accuracy: 0.8629
Epoch 370/500
113/113 [==============================] - 0s 853us/step - loss: 0.3342 - accuracy: 0.8622
Epoch 371/500
113/113 [==============================] - 0s 873us/step - loss: 0.3341 - accuracy: 0.8618
Epoch 372/500
113/113 [==============================] - 0s 859us/step - loss: 0.3341 - accuracy: 0.8636
Epoch 373/500
113/113 [==============================] - 0s 854us/step - loss: 0.3338 - accuracy: 0.8639
Epoch 374/500
113/113 [==============================] - 0s 888us/step - loss: 0.3341 - accuracy: 0.8621
Epoch 375/500
113/113 [==============================] - 0s 869us/step - loss: 0.3344 - accuracy: 0.8639
Epoch 376/500
113/113 [==============================] - 0s 855us/step - loss: 0.3345 - accuracy: 0.8614
Epoch 377/500
113/113 [==============================] - 0s 884us/step - loss: 0.3344 - accuracy: 0.8622
Epoch 378/500
113/113 [==============================] - 0s 856us/step - loss: 0.3339 - accuracy: 0.8610
Epoch 379/500
113/113 [==============================] - 0s 882us/step - loss: 0.3341 - accuracy: 0.8619
Epoch 380/500
113/113 [==============================] - 0s 859us/step - loss: 0.3340 - accuracy: 0.8618
Epoch 381/500
113/113 [==============================] - 0s 897us/step - loss: 0.3344 - accuracy: 0.8625
Epoch 382/500
113/113 [==============================] - 0s 835us/step - loss: 0.3340 - accuracy: 0.8625
Epoch 383/500
113/113 [==============================] - 0s 846us/step - loss: 0.3338 - accuracy: 0.8625
Epoch 384/500
113/113 [==============================] - 0s 877us/step - loss: 0.3339 - accuracy: 0.8633
Epoch 385/500
113/113 [==============================] - 0s 860us/step - loss: 0.3343 - accuracy: 0.8603
Epoch 386/500
113/113 [==============================] - 0s 872us/step - loss: 0.3344 - accuracy: 0.8628
Epoch 387/500
113/113 [==============================] - 0s 880us/step - loss: 0.3340 - accuracy: 0.8646
Epoch 388/500
113/113 [==============================] - 0s 845us/step - loss: 0.3340 - accuracy: 0.8624
Epoch 389/500
113/113 [==============================] - 0s 878us/step - loss: 0.3341 - accuracy: 0.8626
Epoch 390/500
113/113 [==============================] - 0s 898us/step - loss: 0.3340 - accuracy: 0.8624
Epoch 391/500
113/113 [==============================] - 0s 887us/step - loss: 0.3340 - accuracy: 0.8633
Epoch 392/500
113/113 [==============================] - 0s 843us/step - loss: 0.3339 - accuracy: 0.8631
Epoch 393/500
113/113 [==============================] - 0s 853us/step - loss: 0.3342 - accuracy: 0.8625
Epoch 394/500
113/113 [==============================] - 0s 870us/step - loss: 0.3339 - accuracy: 0.8625
Epoch 395/500
113/113 [==============================] - 0s 873us/step - loss: 0.3338 - accuracy: 0.8624
Epoch 396/500
113/113 [==============================] - 0s 869us/step - loss: 0.3342 - accuracy: 0.8625
Epoch 397/500
113/113 [==============================] - 0s 888us/step - loss: 0.3340 - accuracy: 0.8636
Epoch 398/500
113/113 [==============================] - 0s 838us/step - loss: 0.3342 - accuracy: 0.8610
Epoch 399/500
113/113 [==============================] - 0s 883us/step - loss: 0.3339 - accuracy: 0.8635
Epoch 400/500
113/113 [==============================] - 0s 871us/step - loss: 0.3336 - accuracy: 0.8635
Epoch 401/500
113/113 [==============================] - 0s 865us/step - loss: 0.3337 - accuracy: 0.8639
Epoch 402/500
113/113 [==============================] - 0s 858us/step - loss: 0.3340 - accuracy: 0.8626
Epoch 403/500
113/113 [==============================] - 0s 850us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 404/500
113/113 [==============================] - 0s 877us/step - loss: 0.3338 - accuracy: 0.8619
Epoch 405/500
113/113 [==============================] - 0s 865us/step - loss: 0.3342 - accuracy: 0.8625
Epoch 406/500
113/113 [==============================] - 0s 873us/step - loss: 0.3336 - accuracy: 0.8629
Epoch 407/500
113/113 [==============================] - 0s 898us/step - loss: 0.3337 - accuracy: 0.8642
Epoch 408/500
113/113 [==============================] - 0s 855us/step - loss: 0.3335 - accuracy: 0.8644
Epoch 409/500
113/113 [==============================] - 0s 870us/step - loss: 0.3339 - accuracy: 0.8636
Epoch 410/500
113/113 [==============================] - 0s 855us/step - loss: 0.3338 - accuracy: 0.8632
Epoch 411/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3343 - accuracy: 0.8643
Epoch 412/500
113/113 [==============================] - 0s 842us/step - loss: 0.3341 - accuracy: 0.8622
Epoch 413/500
113/113 [==============================] - 0s 859us/step - loss: 0.3336 - accuracy: 0.8618
Epoch 414/500
113/113 [==============================] - 0s 842us/step - loss: 0.3340 - accuracy: 0.8626
Epoch 415/500
113/113 [==============================] - 0s 859us/step - loss: 0.3341 - accuracy: 0.8654
Epoch 416/500
113/113 [==============================] - 0s 878us/step - loss: 0.3345 - accuracy: 0.8617
Epoch 417/500
113/113 [==============================] - 0s 925us/step - loss: 0.3336 - accuracy: 0.8628
Epoch 418/500
113/113 [==============================] - 0s 861us/step - loss: 0.3335 - accuracy: 0.8626
Epoch 419/500
113/113 [==============================] - 0s 849us/step - loss: 0.3339 - accuracy: 0.8622
Epoch 420/500
113/113 [==============================] - 0s 861us/step - loss: 0.3333 - accuracy: 0.8625
Epoch 421/500
113/113 [==============================] - 0s 863us/step - loss: 0.3337 - accuracy: 0.8629
Epoch 422/500
113/113 [==============================] - 0s 833us/step - loss: 0.3339 - accuracy: 0.8628
Epoch 423/500
113/113 [==============================] - 0s 865us/step - loss: 0.3338 - accuracy: 0.8631
Epoch 424/500
113/113 [==============================] - 0s 883us/step - loss: 0.3339 - accuracy: 0.8614
Epoch 425/500
113/113 [==============================] - 0s 863us/step - loss: 0.3336 - accuracy: 0.8637
Epoch 426/500
113/113 [==============================] - 0s 862us/step - loss: 0.3340 - accuracy: 0.8640
Epoch 427/500
113/113 [==============================] - 0s 940us/step - loss: 0.3339 - accuracy: 0.8637
Epoch 428/500
113/113 [==============================] - 0s 856us/step - loss: 0.3336 - accuracy: 0.8646
Epoch 429/500
113/113 [==============================] - 0s 843us/step - loss: 0.3339 - accuracy: 0.8637
Epoch 430/500
113/113 [==============================] - 0s 887us/step - loss: 0.3336 - accuracy: 0.8632
Epoch 431/500
113/113 [==============================] - 0s 885us/step - loss: 0.3338 - accuracy: 0.8632
Epoch 432/500
113/113 [==============================] - 0s 837us/step - loss: 0.3333 - accuracy: 0.8631
Epoch 433/500
113/113 [==============================] - 0s 873us/step - loss: 0.3339 - accuracy: 0.8643
Epoch 434/500
113/113 [==============================] - 0s 885us/step - loss: 0.3332 - accuracy: 0.8644
Epoch 435/500
113/113 [==============================] - 0s 853us/step - loss: 0.3335 - accuracy: 0.8643
Epoch 436/500
113/113 [==============================] - 0s 861us/step - loss: 0.3339 - accuracy: 0.8631
Epoch 437/500
113/113 [==============================] - 0s 950us/step - loss: 0.3332 - accuracy: 0.8622
Epoch 438/500
113/113 [==============================] - 0s 873us/step - loss: 0.3332 - accuracy: 0.8647
Epoch 439/500
113/113 [==============================] - 0s 843us/step - loss: 0.3334 - accuracy: 0.8632
Epoch 440/500
113/113 [==============================] - 0s 877us/step - loss: 0.3336 - accuracy: 0.8646
Epoch 441/500
113/113 [==============================] - 0s 880us/step - loss: 0.3333 - accuracy: 0.8643
Epoch 442/500
113/113 [==============================] - 0s 845us/step - loss: 0.3329 - accuracy: 0.8646
Epoch 443/500
113/113 [==============================] - 0s 879us/step - loss: 0.3334 - accuracy: 0.8633
Epoch 444/500
113/113 [==============================] - 0s 866us/step - loss: 0.3331 - accuracy: 0.8637
Epoch 445/500
113/113 [==============================] - 0s 864us/step - loss: 0.3334 - accuracy: 0.8635
Epoch 446/500
113/113 [==============================] - 0s 866us/step - loss: 0.3334 - accuracy: 0.8646
Epoch 447/500
113/113 [==============================] - 0s 941us/step - loss: 0.3335 - accuracy: 0.8625
Epoch 448/500
113/113 [==============================] - 0s 866us/step - loss: 0.3331 - accuracy: 0.8647
Epoch 449/500
113/113 [==============================] - 0s 896us/step - loss: 0.3331 - accuracy: 0.8651
Epoch 450/500
113/113 [==============================] - 0s 861us/step - loss: 0.3331 - accuracy: 0.8646
Epoch 451/500
113/113 [==============================] - 0s 875us/step - loss: 0.3332 - accuracy: 0.8647
Epoch 452/500
113/113 [==============================] - 0s 839us/step - loss: 0.3331 - accuracy: 0.8639
Epoch 453/500
113/113 [==============================] - 0s 988us/step - loss: 0.3333 - accuracy: 0.8632
Epoch 454/500
113/113 [==============================] - 0s 846us/step - loss: 0.3332 - accuracy: 0.8636
Epoch 455/500
113/113 [==============================] - 0s 875us/step - loss: 0.3328 - accuracy: 0.8643
Epoch 456/500
113/113 [==============================] - 0s 854us/step - loss: 0.3331 - accuracy: 0.8628
Epoch 457/500
113/113 [==============================] - 0s 857us/step - loss: 0.3331 - accuracy: 0.8629
Epoch 458/500
113/113 [==============================] - 0s 873us/step - loss: 0.3335 - accuracy: 0.8644
Epoch 459/500
113/113 [==============================] - 0s 854us/step - loss: 0.3331 - accuracy: 0.8642
Epoch 460/500
113/113 [==============================] - 0s 901us/step - loss: 0.3329 - accuracy: 0.8636
Epoch 461/500
113/113 [==============================] - 0s 835us/step - loss: 0.3326 - accuracy: 0.8633
Epoch 462/500
113/113 [==============================] - 0s 852us/step - loss: 0.3329 - accuracy: 0.8643
Epoch 463/500
113/113 [==============================] - 0s 855us/step - loss: 0.3328 - accuracy: 0.8633
Epoch 464/500
113/113 [==============================] - 0s 837us/step - loss: 0.3327 - accuracy: 0.8650
Epoch 465/500
113/113 [==============================] - 0s 869us/step - loss: 0.3328 - accuracy: 0.8628
Epoch 466/500
113/113 [==============================] - 0s 868us/step - loss: 0.3329 - accuracy: 0.8621
Epoch 467/500
113/113 [==============================] - 0s 826us/step - loss: 0.3328 - accuracy: 0.8642
Epoch 468/500
113/113 [==============================] - 0s 924us/step - loss: 0.3323 - accuracy: 0.8640
Epoch 469/500
113/113 [==============================] - 0s 831us/step - loss: 0.3325 - accuracy: 0.8639
Epoch 470/500
113/113 [==============================] - 0s 862us/step - loss: 0.3326 - accuracy: 0.8642
Epoch 471/500
113/113 [==============================] - 0s 850us/step - loss: 0.3324 - accuracy: 0.8639
Epoch 472/500
113/113 [==============================] - 0s 855us/step - loss: 0.3325 - accuracy: 0.8653
Epoch 473/500
113/113 [==============================] - 0s 864us/step - loss: 0.3323 - accuracy: 0.8635
Epoch 474/500
113/113 [==============================] - 0s 845us/step - loss: 0.3323 - accuracy: 0.8639
Epoch 475/500
113/113 [==============================] - 0s 853us/step - loss: 0.3321 - accuracy: 0.8646
Epoch 476/500
113/113 [==============================] - 0s 880us/step - loss: 0.3321 - accuracy: 0.8644
Epoch 477/500
113/113 [==============================] - 0s 906us/step - loss: 0.3322 - accuracy: 0.8643
Epoch 478/500
113/113 [==============================] - 0s 837us/step - loss: 0.3321 - accuracy: 0.8657
Epoch 479/500
113/113 [==============================] - 0s 835us/step - loss: 0.3321 - accuracy: 0.8644
Epoch 480/500
113/113 [==============================] - 0s 842us/step - loss: 0.3316 - accuracy: 0.8636
Epoch 481/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3323 - accuracy: 0.8661
Epoch 482/500
113/113 [==============================] - 0s 847us/step - loss: 0.3321 - accuracy: 0.8639
Epoch 483/500
113/113 [==============================] - 0s 927us/step - loss: 0.3319 - accuracy: 0.8653
Epoch 484/500
113/113 [==============================] - 0s 841us/step - loss: 0.3318 - accuracy: 0.8640
Epoch 485/500
113/113 [==============================] - 0s 843us/step - loss: 0.3320 - accuracy: 0.8649
Epoch 486/500
113/113 [==============================] - 0s 877us/step - loss: 0.3316 - accuracy: 0.8642
Epoch 487/500
113/113 [==============================] - 0s 857us/step - loss: 0.3320 - accuracy: 0.8644
Epoch 488/500
113/113 [==============================] - 0s 877us/step - loss: 0.3315 - accuracy: 0.8650
Epoch 489/500
113/113 [==============================] - 0s 966us/step - loss: 0.3316 - accuracy: 0.8650
Epoch 490/500
113/113 [==============================] - 0s 851us/step - loss: 0.3323 - accuracy: 0.8636
Epoch 491/500
113/113 [==============================] - 0s 868us/step - loss: 0.3316 - accuracy: 0.8661
Epoch 492/500
113/113 [==============================] - 0s 838us/step - loss: 0.3316 - accuracy: 0.8640
Epoch 493/500
113/113 [==============================] - 0s 869us/step - loss: 0.3316 - accuracy: 0.8646
Epoch 494/500
113/113 [==============================] - 0s 848us/step - loss: 0.3315 - accuracy: 0.8653
Epoch 495/500
113/113 [==============================] - 0s 856us/step - loss: 0.3313 - accuracy: 0.8661
Epoch 496/500
113/113 [==============================] - 0s 864us/step - loss: 0.3316 - accuracy: 0.8651
Epoch 497/500
113/113 [==============================] - 0s 839us/step - loss: 0.3318 - accuracy: 0.8631
Epoch 498/500
113/113 [==============================] - 0s 976us/step - loss: 0.3313 - accuracy: 0.8656
Epoch 499/500
113/113 [==============================] - 0s 831us/step - loss: 0.3312 - accuracy: 0.8656
Epoch 500/500
113/113 [==============================] - 0s 852us/step - loss: 0.3315 - accuracy: 0.8642
Epoch 1/500
113/113 [==============================] - 0s 893us/step - loss: 0.6652 - accuracy: 0.7949
Epoch 2/500
113/113 [==============================] - 0s 861us/step - loss: 0.5323 - accuracy: 0.7986
Epoch 3/500
113/113 [==============================] - 0s 889us/step - loss: 0.4478 - accuracy: 0.7986
Epoch 4/500
113/113 [==============================] - 0s 872us/step - loss: 0.4356 - accuracy: 0.7986
Epoch 5/500
113/113 [==============================] - 0s 863us/step - loss: 0.4315 - accuracy: 0.7986
Epoch 6/500
113/113 [==============================] - 0s 907us/step - loss: 0.4291 - accuracy: 0.7986
Epoch 7/500
113/113 [==============================] - 0s 857us/step - loss: 0.4277 - accuracy: 0.7986
Epoch 8/500
113/113 [==============================] - 0s 917us/step - loss: 0.4261 - accuracy: 0.7986
Epoch 9/500
113/113 [==============================] - 0s 863us/step - loss: 0.4252 - accuracy: 0.7986
Epoch 10/500
113/113 [==============================] - 0s 898us/step - loss: 0.4241 - accuracy: 0.7986
Epoch 11/500
113/113 [==============================] - 0s 885us/step - loss: 0.4228 - accuracy: 0.7986
Epoch 12/500
113/113 [==============================] - 0s 883us/step - loss: 0.4213 - accuracy: 0.7986
Epoch 13/500
113/113 [==============================] - 0s 957us/step - loss: 0.4199 - accuracy: 0.7986
Epoch 14/500
113/113 [==============================] - 0s 858us/step - loss: 0.4184 - accuracy: 0.7986
Epoch 15/500
113/113 [==============================] - 0s 876us/step - loss: 0.4172 - accuracy: 0.7986
Epoch 16/500
113/113 [==============================] - 0s 928us/step - loss: 0.4162 - accuracy: 0.8112
Epoch 17/500
113/113 [==============================] - 0s 868us/step - loss: 0.4151 - accuracy: 0.8224
Epoch 18/500
113/113 [==============================] - 0s 936us/step - loss: 0.4142 - accuracy: 0.8247
Epoch 19/500
113/113 [==============================] - 0s 868us/step - loss: 0.4134 - accuracy: 0.8274
Epoch 20/500
113/113 [==============================] - 0s 975us/step - loss: 0.4127 - accuracy: 0.8276
Epoch 21/500
113/113 [==============================] - 0s 869us/step - loss: 0.4118 - accuracy: 0.8288
Epoch 22/500
113/113 [==============================] - 0s 938us/step - loss: 0.4111 - accuracy: 0.8306
Epoch 23/500
113/113 [==============================] - 0s 904us/step - loss: 0.4106 - accuracy: 0.8307
Epoch 24/500
113/113 [==============================] - 0s 869us/step - loss: 0.4098 - accuracy: 0.8331
Epoch 25/500
113/113 [==============================] - 0s 947us/step - loss: 0.4093 - accuracy: 0.8322
Epoch 26/500
113/113 [==============================] - 0s 872us/step - loss: 0.4088 - accuracy: 0.8333
Epoch 27/500
113/113 [==============================] - 0s 923us/step - loss: 0.4081 - accuracy: 0.8342
Epoch 28/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4076 - accuracy: 0.8353
Epoch 29/500
113/113 [==============================] - 0s 872us/step - loss: 0.4071 - accuracy: 0.8340
Epoch 30/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4064 - accuracy: 0.8357
Epoch 31/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4061 - accuracy: 0.8363
Epoch 32/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4055 - accuracy: 0.8368
Epoch 33/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4049 - accuracy: 0.8371
Epoch 34/500
113/113 [==============================] - 0s 921us/step - loss: 0.4044 - accuracy: 0.8368
Epoch 35/500
113/113 [==============================] - 0s 837us/step - loss: 0.4040 - accuracy: 0.8372
Epoch 36/500
113/113 [==============================] - 0s 864us/step - loss: 0.4035 - accuracy: 0.8367
Epoch 37/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4031 - accuracy: 0.8369
Epoch 38/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4026 - accuracy: 0.8374
Epoch 39/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4023 - accuracy: 0.8367
Epoch 40/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4017 - accuracy: 0.8378
Epoch 41/500
113/113 [==============================] - 0s 940us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 42/500
113/113 [==============================] - 0s 829us/step - loss: 0.4011 - accuracy: 0.8374
Epoch 43/500
113/113 [==============================] - 0s 941us/step - loss: 0.4008 - accuracy: 0.8376
Epoch 44/500
113/113 [==============================] - 0s 830us/step - loss: 0.4005 - accuracy: 0.8382
Epoch 45/500
113/113 [==============================] - 0s 858us/step - loss: 0.4001 - accuracy: 0.8383
Epoch 46/500
113/113 [==============================] - 0s 965us/step - loss: 0.3999 - accuracy: 0.8378
Epoch 47/500
113/113 [==============================] - 0s 864us/step - loss: 0.3997 - accuracy: 0.8386
Epoch 48/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8386
Epoch 49/500
113/113 [==============================] - 0s 834us/step - loss: 0.3991 - accuracy: 0.8388
Epoch 50/500
113/113 [==============================] - 0s 902us/step - loss: 0.3989 - accuracy: 0.8381
Epoch 51/500
113/113 [==============================] - 0s 836us/step - loss: 0.3987 - accuracy: 0.8386
Epoch 52/500
113/113 [==============================] - 0s 835us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 53/500
113/113 [==============================] - 0s 863us/step - loss: 0.3982 - accuracy: 0.8383
Epoch 54/500
113/113 [==============================] - 0s 841us/step - loss: 0.3981 - accuracy: 0.8383
Epoch 55/500
113/113 [==============================] - 0s 862us/step - loss: 0.3979 - accuracy: 0.8381
Epoch 56/500
113/113 [==============================] - 0s 866us/step - loss: 0.3977 - accuracy: 0.8383
Epoch 57/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3974 - accuracy: 0.8382
Epoch 58/500
113/113 [==============================] - 0s 859us/step - loss: 0.3971 - accuracy: 0.8392
Epoch 59/500
113/113 [==============================] - 0s 832us/step - loss: 0.3972 - accuracy: 0.8393
Epoch 60/500
113/113 [==============================] - 0s 872us/step - loss: 0.3971 - accuracy: 0.8389
Epoch 61/500
113/113 [==============================] - 0s 839us/step - loss: 0.3969 - accuracy: 0.8390
Epoch 62/500
113/113 [==============================] - 0s 837us/step - loss: 0.3966 - accuracy: 0.8381
Epoch 63/500
113/113 [==============================] - 0s 859us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 64/500
113/113 [==============================] - 0s 826us/step - loss: 0.3966 - accuracy: 0.8388
Epoch 65/500
113/113 [==============================] - 0s 872us/step - loss: 0.3964 - accuracy: 0.8382
Epoch 66/500
113/113 [==============================] - 0s 849us/step - loss: 0.3959 - accuracy: 0.8385
Epoch 67/500
113/113 [==============================] - 0s 851us/step - loss: 0.3952 - accuracy: 0.8393
Epoch 68/500
113/113 [==============================] - 0s 854us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 69/500
113/113 [==============================] - 0s 833us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 70/500
113/113 [==============================] - 0s 871us/step - loss: 0.3938 - accuracy: 0.8386
Epoch 71/500
113/113 [==============================] - 0s 843us/step - loss: 0.3937 - accuracy: 0.8389
Epoch 72/500
113/113 [==============================] - 0s 848us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 73/500
113/113 [==============================] - 0s 889us/step - loss: 0.3926 - accuracy: 0.8379
Epoch 74/500
113/113 [==============================] - 0s 842us/step - loss: 0.3927 - accuracy: 0.8378
Epoch 75/500
113/113 [==============================] - 0s 877us/step - loss: 0.3921 - accuracy: 0.8392
Epoch 76/500
113/113 [==============================] - 0s 922us/step - loss: 0.3917 - accuracy: 0.8378
Epoch 77/500
113/113 [==============================] - 0s 839us/step - loss: 0.3916 - accuracy: 0.8386
Epoch 78/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3914 - accuracy: 0.8393
Epoch 79/500
113/113 [==============================] - 0s 828us/step - loss: 0.3910 - accuracy: 0.8383
Epoch 80/500
113/113 [==============================] - 0s 875us/step - loss: 0.3909 - accuracy: 0.8386
Epoch 81/500
113/113 [==============================] - 0s 824us/step - loss: 0.3906 - accuracy: 0.8390
Epoch 82/500
113/113 [==============================] - 0s 836us/step - loss: 0.3903 - accuracy: 0.8389
Epoch 83/500
113/113 [==============================] - 0s 881us/step - loss: 0.3904 - accuracy: 0.8390
Epoch 84/500
113/113 [==============================] - 0s 848us/step - loss: 0.3900 - accuracy: 0.8394
Epoch 85/500
113/113 [==============================] - 0s 962us/step - loss: 0.3902 - accuracy: 0.8385
Epoch 86/500
113/113 [==============================] - 0s 844us/step - loss: 0.3899 - accuracy: 0.8392
Epoch 87/500
113/113 [==============================] - 0s 833us/step - loss: 0.3896 - accuracy: 0.8390
Epoch 88/500
113/113 [==============================] - 0s 916us/step - loss: 0.3896 - accuracy: 0.8394
Epoch 89/500
113/113 [==============================] - 0s 846us/step - loss: 0.3891 - accuracy: 0.8385
Epoch 90/500
113/113 [==============================] - 0s 866us/step - loss: 0.3895 - accuracy: 0.8397
Epoch 91/500
113/113 [==============================] - 0s 832us/step - loss: 0.3891 - accuracy: 0.8385
Epoch 92/500
113/113 [==============================] - 0s 829us/step - loss: 0.3891 - accuracy: 0.8393
Epoch 93/500
113/113 [==============================] - 0s 863us/step - loss: 0.3893 - accuracy: 0.8396
Epoch 94/500
113/113 [==============================] - 0s 839us/step - loss: 0.3886 - accuracy: 0.8400
Epoch 95/500
113/113 [==============================] - 0s 944us/step - loss: 0.3889 - accuracy: 0.8399
Epoch 96/500
113/113 [==============================] - 0s 840us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 97/500
113/113 [==============================] - 0s 837us/step - loss: 0.3884 - accuracy: 0.8389
Epoch 98/500
113/113 [==============================] - 0s 877us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 99/500
113/113 [==============================] - 0s 845us/step - loss: 0.3886 - accuracy: 0.8392
Epoch 100/500
113/113 [==============================] - 0s 925us/step - loss: 0.3881 - accuracy: 0.8403
Epoch 101/500
113/113 [==============================] - 0s 870us/step - loss: 0.3884 - accuracy: 0.8392
Epoch 102/500
113/113 [==============================] - 0s 833us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 103/500
113/113 [==============================] - 0s 875us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 104/500
113/113 [==============================] - 0s 829us/step - loss: 0.3881 - accuracy: 0.8392
Epoch 105/500
113/113 [==============================] - 0s 965us/step - loss: 0.3881 - accuracy: 0.8404
Epoch 106/500
113/113 [==============================] - 0s 847us/step - loss: 0.3880 - accuracy: 0.8401
Epoch 107/500
113/113 [==============================] - 0s 833us/step - loss: 0.3879 - accuracy: 0.8385
Epoch 108/500
113/113 [==============================] - 0s 857us/step - loss: 0.3879 - accuracy: 0.8404
Epoch 109/500
113/113 [==============================] - 0s 827us/step - loss: 0.3879 - accuracy: 0.8403
Epoch 110/500
113/113 [==============================] - 0s 860us/step - loss: 0.3880 - accuracy: 0.8403
Epoch 111/500
113/113 [==============================] - 0s 850us/step - loss: 0.3877 - accuracy: 0.8410
Epoch 112/500
113/113 [==============================] - 0s 849us/step - loss: 0.3876 - accuracy: 0.8406
Epoch 113/500
113/113 [==============================] - 0s 851us/step - loss: 0.3876 - accuracy: 0.8392
Epoch 114/500
113/113 [==============================] - 0s 831us/step - loss: 0.3875 - accuracy: 0.8399
Epoch 115/500
113/113 [==============================] - 0s 932us/step - loss: 0.3875 - accuracy: 0.8403
Epoch 116/500
113/113 [==============================] - 0s 834us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 117/500
113/113 [==============================] - 0s 854us/step - loss: 0.3874 - accuracy: 0.8394
Epoch 118/500
113/113 [==============================] - 0s 862us/step - loss: 0.3875 - accuracy: 0.8400
Epoch 119/500
113/113 [==============================] - 0s 837us/step - loss: 0.3872 - accuracy: 0.8388
Epoch 120/500
113/113 [==============================] - 0s 839us/step - loss: 0.3873 - accuracy: 0.8397
Epoch 121/500
113/113 [==============================] - 0s 838us/step - loss: 0.3873 - accuracy: 0.8403
Epoch 122/500
113/113 [==============================] - 0s 842us/step - loss: 0.3870 - accuracy: 0.8399
Epoch 123/500
113/113 [==============================] - 0s 864us/step - loss: 0.3872 - accuracy: 0.8415
Epoch 124/500
113/113 [==============================] - 0s 839us/step - loss: 0.3873 - accuracy: 0.8401
Epoch 125/500
113/113 [==============================] - 0s 966us/step - loss: 0.3873 - accuracy: 0.8393
Epoch 126/500
113/113 [==============================] - 0s 847us/step - loss: 0.3875 - accuracy: 0.8401
Epoch 127/500
113/113 [==============================] - 0s 866us/step - loss: 0.3870 - accuracy: 0.8404
Epoch 128/500
113/113 [==============================] - 0s 881us/step - loss: 0.3871 - accuracy: 0.8413
Epoch 129/500
113/113 [==============================] - 0s 833us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 130/500
113/113 [==============================] - 0s 898us/step - loss: 0.3870 - accuracy: 0.8400
Epoch 131/500
113/113 [==============================] - 0s 859us/step - loss: 0.3870 - accuracy: 0.8401
Epoch 132/500
113/113 [==============================] - 0s 837us/step - loss: 0.3872 - accuracy: 0.8407
Epoch 133/500
113/113 [==============================] - 0s 908us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 134/500
113/113 [==============================] - 0s 849us/step - loss: 0.3871 - accuracy: 0.8407
Epoch 135/500
113/113 [==============================] - 0s 938us/step - loss: 0.3868 - accuracy: 0.8408
Epoch 136/500
113/113 [==============================] - 0s 856us/step - loss: 0.3869 - accuracy: 0.8403
Epoch 137/500
113/113 [==============================] - 0s 836us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 138/500
113/113 [==============================] - 0s 871us/step - loss: 0.3870 - accuracy: 0.8397
Epoch 139/500
113/113 [==============================] - 0s 837us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 140/500
113/113 [==============================] - 0s 877us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 141/500
113/113 [==============================] - 0s 853us/step - loss: 0.3867 - accuracy: 0.8406
Epoch 142/500
113/113 [==============================] - 0s 859us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 143/500
113/113 [==============================] - 0s 869us/step - loss: 0.3867 - accuracy: 0.8401
Epoch 144/500
113/113 [==============================] - 0s 846us/step - loss: 0.3867 - accuracy: 0.8389
Epoch 145/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3869 - accuracy: 0.8394
Epoch 146/500
113/113 [==============================] - 0s 871us/step - loss: 0.3867 - accuracy: 0.8390
Epoch 147/500
113/113 [==============================] - 0s 839us/step - loss: 0.3870 - accuracy: 0.8411
Epoch 148/500
113/113 [==============================] - 0s 857us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 149/500
113/113 [==============================] - 0s 836us/step - loss: 0.3866 - accuracy: 0.8399
Epoch 150/500
113/113 [==============================] - 0s 858us/step - loss: 0.3864 - accuracy: 0.8394
Epoch 151/500
113/113 [==============================] - 0s 843us/step - loss: 0.3864 - accuracy: 0.8406
Epoch 152/500
113/113 [==============================] - 0s 827us/step - loss: 0.3863 - accuracy: 0.8389
Epoch 153/500
113/113 [==============================] - 0s 862us/step - loss: 0.3866 - accuracy: 0.8400
Epoch 154/500
113/113 [==============================] - 0s 848us/step - loss: 0.3865 - accuracy: 0.8401
Epoch 155/500
113/113 [==============================] - 0s 958us/step - loss: 0.3865 - accuracy: 0.8401
Epoch 156/500
113/113 [==============================] - 0s 859us/step - loss: 0.3865 - accuracy: 0.8390
Epoch 157/500
113/113 [==============================] - 0s 845us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 158/500
113/113 [==============================] - 0s 874us/step - loss: 0.3867 - accuracy: 0.8406
Epoch 159/500
113/113 [==============================] - 0s 841us/step - loss: 0.3865 - accuracy: 0.8392
Epoch 160/500
113/113 [==============================] - 0s 873us/step - loss: 0.3864 - accuracy: 0.8385
Epoch 161/500
113/113 [==============================] - 0s 856us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 162/500
113/113 [==============================] - 0s 872us/step - loss: 0.3864 - accuracy: 0.8394
Epoch 163/500
113/113 [==============================] - 0s 941us/step - loss: 0.3866 - accuracy: 0.8397
Epoch 164/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3863 - accuracy: 0.8408
Epoch 165/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3864 - accuracy: 0.8401
Epoch 166/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3863 - accuracy: 0.8393
Epoch 167/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3861 - accuracy: 0.8390
Epoch 168/500
113/113 [==============================] - 0s 867us/step - loss: 0.3864 - accuracy: 0.8388
Epoch 169/500
113/113 [==============================] - 0s 871us/step - loss: 0.3862 - accuracy: 0.8397
Epoch 170/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3863 - accuracy: 0.8397
Epoch 171/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8406
Epoch 172/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8388
Epoch 173/500
113/113 [==============================] - 0s 993us/step - loss: 0.3865 - accuracy: 0.8396
Epoch 174/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8400
Epoch 175/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8390
Epoch 176/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3863 - accuracy: 0.8401
Epoch 177/500
113/113 [==============================] - 0s 979us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 178/500
113/113 [==============================] - 0s 967us/step - loss: 0.3861 - accuracy: 0.8393
Epoch 179/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8392
Epoch 180/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3861 - accuracy: 0.8403
Epoch 181/500
113/113 [==============================] - 0s 983us/step - loss: 0.3862 - accuracy: 0.8400
Epoch 182/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3861 - accuracy: 0.8390
Epoch 183/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8382
Epoch 184/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8397
Epoch 185/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8401
Epoch 186/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8401
Epoch 187/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3861 - accuracy: 0.8396
Epoch 188/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8379
Epoch 189/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3860 - accuracy: 0.8400
Epoch 190/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8399
Epoch 191/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8406
Epoch 192/500
113/113 [==============================] - 0s 996us/step - loss: 0.3863 - accuracy: 0.8401
Epoch 193/500
113/113 [==============================] - 0s 963us/step - loss: 0.3861 - accuracy: 0.8400
Epoch 194/500
113/113 [==============================] - 0s 851us/step - loss: 0.3862 - accuracy: 0.8413
Epoch 195/500
113/113 [==============================] - 0s 946us/step - loss: 0.3861 - accuracy: 0.8396
Epoch 196/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3861 - accuracy: 0.8403
Epoch 197/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8400
Epoch 198/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8400
Epoch 199/500
113/113 [==============================] - 0s 875us/step - loss: 0.3859 - accuracy: 0.8400
Epoch 200/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8401
Epoch 201/500
113/113 [==============================] - 0s 885us/step - loss: 0.3860 - accuracy: 0.8407
Epoch 202/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8393
Epoch 203/500
113/113 [==============================] - 0s 820us/step - loss: 0.3859 - accuracy: 0.8408
Epoch 204/500
113/113 [==============================] - 0s 847us/step - loss: 0.3857 - accuracy: 0.8399
Epoch 205/500
113/113 [==============================] - 0s 897us/step - loss: 0.3860 - accuracy: 0.8413
Epoch 206/500
113/113 [==============================] - 0s 979us/step - loss: 0.3860 - accuracy: 0.8397
Epoch 207/500
113/113 [==============================] - 0s 975us/step - loss: 0.3860 - accuracy: 0.8408
Epoch 208/500
113/113 [==============================] - 0s 933us/step - loss: 0.3859 - accuracy: 0.8404
Epoch 209/500
113/113 [==============================] - 0s 976us/step - loss: 0.3859 - accuracy: 0.8397
Epoch 210/500
113/113 [==============================] - 0s 822us/step - loss: 0.3859 - accuracy: 0.8403
Epoch 211/500
113/113 [==============================] - 0s 847us/step - loss: 0.3862 - accuracy: 0.8407
Epoch 212/500
113/113 [==============================] - 0s 907us/step - loss: 0.3859 - accuracy: 0.8404
Epoch 213/500
113/113 [==============================] - 0s 821us/step - loss: 0.3860 - accuracy: 0.8399
Epoch 214/500
113/113 [==============================] - 0s 870us/step - loss: 0.3856 - accuracy: 0.8404
Epoch 215/500
113/113 [==============================] - 0s 950us/step - loss: 0.3859 - accuracy: 0.8399
Epoch 216/500
113/113 [==============================] - 0s 879us/step - loss: 0.3859 - accuracy: 0.8401
Epoch 217/500
113/113 [==============================] - 0s 959us/step - loss: 0.3858 - accuracy: 0.8414
Epoch 218/500
113/113 [==============================] - 0s 924us/step - loss: 0.3859 - accuracy: 0.8404
Epoch 219/500
113/113 [==============================] - 0s 940us/step - loss: 0.3856 - accuracy: 0.8393
Epoch 220/500
113/113 [==============================] - 0s 924us/step - loss: 0.3859 - accuracy: 0.8383
Epoch 221/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8400
Epoch 222/500
113/113 [==============================] - 0s 920us/step - loss: 0.3856 - accuracy: 0.8403
Epoch 223/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3858 - accuracy: 0.8404
Epoch 224/500
113/113 [==============================] - 0s 918us/step - loss: 0.3863 - accuracy: 0.8403
Epoch 225/500
113/113 [==============================] - 0s 906us/step - loss: 0.3861 - accuracy: 0.8401
Epoch 226/500
113/113 [==============================] - 0s 969us/step - loss: 0.3861 - accuracy: 0.8400
Epoch 227/500
113/113 [==============================] - 0s 879us/step - loss: 0.3858 - accuracy: 0.8394
Epoch 228/500
113/113 [==============================] - 0s 861us/step - loss: 0.3859 - accuracy: 0.8397
Epoch 229/500
113/113 [==============================] - 0s 833us/step - loss: 0.3856 - accuracy: 0.8404
Epoch 230/500
113/113 [==============================] - 0s 897us/step - loss: 0.3859 - accuracy: 0.8411
Epoch 231/500
113/113 [==============================] - 0s 834us/step - loss: 0.3857 - accuracy: 0.8396
Epoch 232/500
113/113 [==============================] - 0s 870us/step - loss: 0.3858 - accuracy: 0.8393
Epoch 233/500
113/113 [==============================] - 0s 869us/step - loss: 0.3862 - accuracy: 0.8403
Epoch 234/500
113/113 [==============================] - 0s 830us/step - loss: 0.3862 - accuracy: 0.8399
Epoch 235/500
113/113 [==============================] - 0s 859us/step - loss: 0.3859 - accuracy: 0.8414
Epoch 236/500
113/113 [==============================] - 0s 839us/step - loss: 0.3861 - accuracy: 0.8408
Epoch 237/500
113/113 [==============================] - 0s 845us/step - loss: 0.3857 - accuracy: 0.8390
Epoch 238/500
113/113 [==============================] - 0s 889us/step - loss: 0.3856 - accuracy: 0.8397
Epoch 239/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3856 - accuracy: 0.8400: 0s - loss: 0.3789 - accuracy
Epoch 240/500
113/113 [==============================] - 0s 953us/step - loss: 0.3858 - accuracy: 0.8401
Epoch 241/500
113/113 [==============================] - 0s 888us/step - loss: 0.3854 - accuracy: 0.8400
Epoch 242/500
113/113 [==============================] - 0s 834us/step - loss: 0.3856 - accuracy: 0.8410
Epoch 243/500
113/113 [==============================] - 0s 843us/step - loss: 0.3858 - accuracy: 0.8386
Epoch 244/500
113/113 [==============================] - 0s 866us/step - loss: 0.3856 - accuracy: 0.8400
Epoch 245/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3856 - accuracy: 0.8399: 0s - loss: 0.4152 - accuracy
Epoch 246/500
113/113 [==============================] - 0s 867us/step - loss: 0.3858 - accuracy: 0.8389
Epoch 247/500
113/113 [==============================] - 0s 870us/step - loss: 0.3860 - accuracy: 0.8411
Epoch 248/500
113/113 [==============================] - 0s 894us/step - loss: 0.3858 - accuracy: 0.8399
Epoch 249/500
113/113 [==============================] - 0s 898us/step - loss: 0.3856 - accuracy: 0.8400
Epoch 250/500
113/113 [==============================] - 0s 909us/step - loss: 0.3854 - accuracy: 0.8415
Epoch 251/500
113/113 [==============================] - 0s 867us/step - loss: 0.3856 - accuracy: 0.8403
Epoch 252/500
113/113 [==============================] - 0s 857us/step - loss: 0.3860 - accuracy: 0.8400
Epoch 253/500
113/113 [==============================] - 0s 853us/step - loss: 0.3857 - accuracy: 0.8407
Epoch 254/500
113/113 [==============================] - 0s 866us/step - loss: 0.3856 - accuracy: 0.8399
Epoch 255/500
113/113 [==============================] - 0s 879us/step - loss: 0.3857 - accuracy: 0.8382
Epoch 256/500
113/113 [==============================] - 0s 829us/step - loss: 0.3857 - accuracy: 0.8390
Epoch 257/500
113/113 [==============================] - 0s 876us/step - loss: 0.3855 - accuracy: 0.8396
Epoch 258/500
113/113 [==============================] - 0s 849us/step - loss: 0.3857 - accuracy: 0.8397
Epoch 259/500
113/113 [==============================] - 0s 910us/step - loss: 0.3859 - accuracy: 0.8386
Epoch 260/500
113/113 [==============================] - 0s 950us/step - loss: 0.3854 - accuracy: 0.8400
Epoch 261/500
113/113 [==============================] - 0s 853us/step - loss: 0.3857 - accuracy: 0.8407
Epoch 262/500
113/113 [==============================] - 0s 970us/step - loss: 0.3854 - accuracy: 0.8388
Epoch 263/500
113/113 [==============================] - 0s 938us/step - loss: 0.3855 - accuracy: 0.8406
Epoch 264/500
113/113 [==============================] - 0s 986us/step - loss: 0.3857 - accuracy: 0.8396
Epoch 265/500
113/113 [==============================] - 0s 997us/step - loss: 0.3857 - accuracy: 0.8407
Epoch 266/500
113/113 [==============================] - 0s 959us/step - loss: 0.3855 - accuracy: 0.8406
Epoch 267/500
113/113 [==============================] - 0s 940us/step - loss: 0.3856 - accuracy: 0.8399
Epoch 268/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3860 - accuracy: 0.8401
Epoch 269/500
113/113 [==============================] - 0s 980us/step - loss: 0.3854 - accuracy: 0.8401
Epoch 270/500
113/113 [==============================] - 0s 917us/step - loss: 0.3856 - accuracy: 0.8414
Epoch 271/500
113/113 [==============================] - 0s 940us/step - loss: 0.3855 - accuracy: 0.8392
Epoch 272/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3856 - accuracy: 0.8408
Epoch 273/500
113/113 [==============================] - 0s 933us/step - loss: 0.3857 - accuracy: 0.8394
Epoch 274/500
113/113 [==============================] - 0s 829us/step - loss: 0.3853 - accuracy: 0.8396
Epoch 275/500
113/113 [==============================] - 0s 944us/step - loss: 0.3857 - accuracy: 0.8389
Epoch 276/500
113/113 [==============================] - 0s 834us/step - loss: 0.3854 - accuracy: 0.8403
Epoch 277/500
113/113 [==============================] - 0s 889us/step - loss: 0.3856 - accuracy: 0.8393
Epoch 278/500
113/113 [==============================] - 0s 882us/step - loss: 0.3854 - accuracy: 0.8400
Epoch 279/500
113/113 [==============================] - 0s 840us/step - loss: 0.3855 - accuracy: 0.8392
Epoch 280/500
113/113 [==============================] - 0s 841us/step - loss: 0.3856 - accuracy: 0.8401
Epoch 281/500
113/113 [==============================] - 0s 840us/step - loss: 0.3855 - accuracy: 0.8397
Epoch 282/500
113/113 [==============================] - 0s 835us/step - loss: 0.3855 - accuracy: 0.8407
Epoch 283/500
113/113 [==============================] - 0s 890us/step - loss: 0.3857 - accuracy: 0.8397
Epoch 284/500
113/113 [==============================] - 0s 839us/step - loss: 0.3858 - accuracy: 0.8407
Epoch 285/500
113/113 [==============================] - 0s 877us/step - loss: 0.3861 - accuracy: 0.8386
Epoch 286/500
113/113 [==============================] - 0s 923us/step - loss: 0.3857 - accuracy: 0.8390
Epoch 287/500
113/113 [==============================] - 0s 835us/step - loss: 0.3855 - accuracy: 0.8410
Epoch 288/500
113/113 [==============================] - 0s 923us/step - loss: 0.3855 - accuracy: 0.8406
Epoch 289/500
113/113 [==============================] - 0s 859us/step - loss: 0.3856 - accuracy: 0.8410
Epoch 290/500
113/113 [==============================] - 0s 854us/step - loss: 0.3856 - accuracy: 0.8399
Epoch 291/500
113/113 [==============================] - 0s 837us/step - loss: 0.3855 - accuracy: 0.8404
Epoch 292/500
113/113 [==============================] - 0s 834us/step - loss: 0.3853 - accuracy: 0.8383
Epoch 293/500
113/113 [==============================] - 0s 926us/step - loss: 0.3854 - accuracy: 0.8396
Epoch 294/500
113/113 [==============================] - 0s 837us/step - loss: 0.3856 - accuracy: 0.8401
Epoch 295/500
113/113 [==============================] - 0s 833us/step - loss: 0.3855 - accuracy: 0.8397
Epoch 296/500
113/113 [==============================] - 0s 899us/step - loss: 0.3854 - accuracy: 0.8397
Epoch 297/500
113/113 [==============================] - 0s 852us/step - loss: 0.3858 - accuracy: 0.8386
Epoch 298/500
113/113 [==============================] - 0s 894us/step - loss: 0.3857 - accuracy: 0.8396
Epoch 299/500
113/113 [==============================] - 0s 830us/step - loss: 0.3852 - accuracy: 0.8408
Epoch 300/500
113/113 [==============================] - 0s 871us/step - loss: 0.3857 - accuracy: 0.8397
Epoch 301/500
113/113 [==============================] - 0s 850us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 302/500
113/113 [==============================] - 0s 854us/step - loss: 0.3852 - accuracy: 0.8403
Epoch 303/500
113/113 [==============================] - 0s 875us/step - loss: 0.3853 - accuracy: 0.8407
Epoch 304/500
113/113 [==============================] - 0s 845us/step - loss: 0.3853 - accuracy: 0.8407
Epoch 305/500
113/113 [==============================] - 0s 875us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 306/500
113/113 [==============================] - 0s 878us/step - loss: 0.3855 - accuracy: 0.8392
Epoch 307/500
113/113 [==============================] - 0s 836us/step - loss: 0.3857 - accuracy: 0.8404
Epoch 308/500
113/113 [==============================] - 0s 916us/step - loss: 0.3857 - accuracy: 0.8389
Epoch 309/500
113/113 [==============================] - 0s 829us/step - loss: 0.3854 - accuracy: 0.8407
Epoch 310/500
113/113 [==============================] - 0s 888us/step - loss: 0.3853 - accuracy: 0.8394
Epoch 311/500
113/113 [==============================] - 0s 850us/step - loss: 0.3852 - accuracy: 0.8400
Epoch 312/500
113/113 [==============================] - 0s 853us/step - loss: 0.3855 - accuracy: 0.8399
Epoch 313/500
113/113 [==============================] - 0s 883us/step - loss: 0.3853 - accuracy: 0.8396
Epoch 314/500
113/113 [==============================] - 0s 835us/step - loss: 0.3854 - accuracy: 0.8404
Epoch 315/500
113/113 [==============================] - 0s 869us/step - loss: 0.3854 - accuracy: 0.8385
Epoch 316/500
113/113 [==============================] - 0s 915us/step - loss: 0.3854 - accuracy: 0.8411
Epoch 317/500
113/113 [==============================] - 0s 835us/step - loss: 0.3857 - accuracy: 0.8392
Epoch 318/500
113/113 [==============================] - 0s 940us/step - loss: 0.3852 - accuracy: 0.8399
Epoch 319/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3852 - accuracy: 0.8399
Epoch 320/500
113/113 [==============================] - 0s 871us/step - loss: 0.3854 - accuracy: 0.8404
Epoch 321/500
113/113 [==============================] - 0s 838us/step - loss: 0.3853 - accuracy: 0.8399
Epoch 322/500
113/113 [==============================] - 0s 979us/step - loss: 0.3850 - accuracy: 0.8394
Epoch 323/500
113/113 [==============================] - 0s 835us/step - loss: 0.3861 - accuracy: 0.8400
Epoch 324/500
113/113 [==============================] - 0s 887us/step - loss: 0.3854 - accuracy: 0.8404
Epoch 325/500
113/113 [==============================] - 0s 959us/step - loss: 0.3852 - accuracy: 0.8386
Epoch 326/500
113/113 [==============================] - 0s 922us/step - loss: 0.3853 - accuracy: 0.8392
Epoch 327/500
113/113 [==============================] - 0s 963us/step - loss: 0.3847 - accuracy: 0.8396
Epoch 328/500
113/113 [==============================] - 0s 918us/step - loss: 0.3855 - accuracy: 0.8406
Epoch 329/500
113/113 [==============================] - 0s 955us/step - loss: 0.3855 - accuracy: 0.8397
Epoch 330/500
113/113 [==============================] - 0s 929us/step - loss: 0.3852 - accuracy: 0.8393
Epoch 331/500
113/113 [==============================] - 0s 911us/step - loss: 0.3852 - accuracy: 0.8399
Epoch 332/500
113/113 [==============================] - 0s 974us/step - loss: 0.3849 - accuracy: 0.8404
Epoch 333/500
113/113 [==============================] - 0s 906us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 334/500
113/113 [==============================] - 0s 946us/step - loss: 0.3855 - accuracy: 0.8392
Epoch 335/500
113/113 [==============================] - 0s 842us/step - loss: 0.3849 - accuracy: 0.8408
Epoch 336/500
113/113 [==============================] - 0s 966us/step - loss: 0.3849 - accuracy: 0.8393
Epoch 337/500
113/113 [==============================] - 0s 840us/step - loss: 0.3853 - accuracy: 0.8408
Epoch 338/500
113/113 [==============================] - 0s 831us/step - loss: 0.3851 - accuracy: 0.8385
Epoch 339/500
113/113 [==============================] - 0s 871us/step - loss: 0.3855 - accuracy: 0.8392
Epoch 340/500
113/113 [==============================] - 0s 832us/step - loss: 0.3856 - accuracy: 0.8394
Epoch 341/500
113/113 [==============================] - 0s 844us/step - loss: 0.3848 - accuracy: 0.8400
Epoch 342/500
113/113 [==============================] - 0s 885us/step - loss: 0.3851 - accuracy: 0.8399
Epoch 343/500
113/113 [==============================] - 0s 843us/step - loss: 0.3853 - accuracy: 0.8406
Epoch 344/500
113/113 [==============================] - 0s 929us/step - loss: 0.3851 - accuracy: 0.8393
Epoch 345/500
113/113 [==============================] - 0s 823us/step - loss: 0.3851 - accuracy: 0.8408
Epoch 346/500
113/113 [==============================] - 0s 833us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 347/500
113/113 [==============================] - 0s 851us/step - loss: 0.3851 - accuracy: 0.8406
Epoch 348/500
113/113 [==============================] - 0s 824us/step - loss: 0.3851 - accuracy: 0.8399
Epoch 349/500
113/113 [==============================] - 0s 873us/step - loss: 0.3849 - accuracy: 0.8403
Epoch 350/500
113/113 [==============================] - 0s 841us/step - loss: 0.3855 - accuracy: 0.8396
Epoch 351/500
113/113 [==============================] - 0s 849us/step - loss: 0.3849 - accuracy: 0.8389
Epoch 352/500
113/113 [==============================] - 0s 867us/step - loss: 0.3851 - accuracy: 0.8396
Epoch 353/500
113/113 [==============================] - 0s 846us/step - loss: 0.3851 - accuracy: 0.8406
Epoch 354/500
113/113 [==============================] - 0s 870us/step - loss: 0.3853 - accuracy: 0.8399
Epoch 355/500
113/113 [==============================] - 0s 944us/step - loss: 0.3854 - accuracy: 0.8385
Epoch 356/500
113/113 [==============================] - 0s 835us/step - loss: 0.3848 - accuracy: 0.8394
Epoch 357/500
113/113 [==============================] - 0s 923us/step - loss: 0.3850 - accuracy: 0.8399
Epoch 358/500
113/113 [==============================] - 0s 834us/step - loss: 0.3851 - accuracy: 0.8392
Epoch 359/500
113/113 [==============================] - 0s 871us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 360/500
113/113 [==============================] - 0s 840us/step - loss: 0.3846 - accuracy: 0.8401
Epoch 361/500
113/113 [==============================] - 0s 837us/step - loss: 0.3852 - accuracy: 0.8403
Epoch 362/500
113/113 [==============================] - 0s 877us/step - loss: 0.3848 - accuracy: 0.8407
Epoch 363/500
113/113 [==============================] - 0s 848us/step - loss: 0.3851 - accuracy: 0.8404
Epoch 364/500
113/113 [==============================] - 0s 973us/step - loss: 0.3852 - accuracy: 0.8394
Epoch 365/500
113/113 [==============================] - 0s 839us/step - loss: 0.3848 - accuracy: 0.8393
Epoch 366/500
113/113 [==============================] - 0s 848us/step - loss: 0.3850 - accuracy: 0.8406
Epoch 367/500
113/113 [==============================] - 0s 847us/step - loss: 0.3851 - accuracy: 0.8396
Epoch 368/500
113/113 [==============================] - 0s 843us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 369/500
113/113 [==============================] - 0s 864us/step - loss: 0.3849 - accuracy: 0.8397
Epoch 370/500
113/113 [==============================] - 0s 835us/step - loss: 0.3851 - accuracy: 0.8392
Epoch 371/500
113/113 [==============================] - 0s 825us/step - loss: 0.3848 - accuracy: 0.8393
Epoch 372/500
113/113 [==============================] - 0s 883us/step - loss: 0.3852 - accuracy: 0.8390
Epoch 373/500
113/113 [==============================] - 0s 838us/step - loss: 0.3849 - accuracy: 0.8399
Epoch 374/500
113/113 [==============================] - 0s 873us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 375/500
113/113 [==============================] - 0s 948us/step - loss: 0.3849 - accuracy: 0.8390
Epoch 376/500
113/113 [==============================] - 0s 883us/step - loss: 0.3853 - accuracy: 0.8382
Epoch 377/500
113/113 [==============================] - 0s 862us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 378/500
113/113 [==============================] - 0s 840us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 379/500
113/113 [==============================] - 0s 859us/step - loss: 0.3848 - accuracy: 0.8404
Epoch 380/500
113/113 [==============================] - 0s 829us/step - loss: 0.3854 - accuracy: 0.8404
Epoch 381/500
113/113 [==============================] - 0s 833us/step - loss: 0.3851 - accuracy: 0.8393
Epoch 382/500
113/113 [==============================] - 0s 880us/step - loss: 0.3852 - accuracy: 0.8400
Epoch 383/500
113/113 [==============================] - 0s 837us/step - loss: 0.3850 - accuracy: 0.8396
Epoch 384/500
113/113 [==============================] - 0s 871us/step - loss: 0.3852 - accuracy: 0.8406
Epoch 385/500
113/113 [==============================] - 0s 934us/step - loss: 0.3853 - accuracy: 0.8407
Epoch 386/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3852 - accuracy: 0.8397
Epoch 387/500
113/113 [==============================] - 0s 927us/step - loss: 0.3849 - accuracy: 0.8399
Epoch 388/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3849 - accuracy: 0.8401
Epoch 389/500
113/113 [==============================] - 0s 971us/step - loss: 0.3853 - accuracy: 0.8400
Epoch 390/500
113/113 [==============================] - 0s 869us/step - loss: 0.3850 - accuracy: 0.8397
Epoch 391/500
113/113 [==============================] - 0s 838us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 392/500
113/113 [==============================] - 0s 825us/step - loss: 0.3851 - accuracy: 0.8403
Epoch 393/500
113/113 [==============================] - 0s 906us/step - loss: 0.3852 - accuracy: 0.8399
Epoch 394/500
113/113 [==============================] - 0s 823us/step - loss: 0.3847 - accuracy: 0.8418
Epoch 395/500
113/113 [==============================] - 0s 867us/step - loss: 0.3859 - accuracy: 0.8406
Epoch 396/500
113/113 [==============================] - 0s 897us/step - loss: 0.3851 - accuracy: 0.8400
Epoch 397/500
113/113 [==============================] - 0s 844us/step - loss: 0.3849 - accuracy: 0.8396
Epoch 398/500
113/113 [==============================] - 0s 861us/step - loss: 0.3850 - accuracy: 0.8400
Epoch 399/500
113/113 [==============================] - 0s 835us/step - loss: 0.3850 - accuracy: 0.8404
Epoch 400/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8393
Epoch 401/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8392
Epoch 402/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3853 - accuracy: 0.8399
Epoch 403/500
113/113 [==============================] - 0s 845us/step - loss: 0.3851 - accuracy: 0.8388
Epoch 404/500
113/113 [==============================] - 0s 860us/step - loss: 0.3851 - accuracy: 0.8421
Epoch 405/500
113/113 [==============================] - 0s 892us/step - loss: 0.3852 - accuracy: 0.8403
Epoch 406/500
113/113 [==============================] - 0s 837us/step - loss: 0.3851 - accuracy: 0.8399
Epoch 407/500
113/113 [==============================] - 0s 871us/step - loss: 0.3851 - accuracy: 0.8404
Epoch 408/500
113/113 [==============================] - 0s 826us/step - loss: 0.3852 - accuracy: 0.8389
Epoch 409/500
113/113 [==============================] - 0s 839us/step - loss: 0.3850 - accuracy: 0.8396
Epoch 410/500
113/113 [==============================] - 0s 877us/step - loss: 0.3850 - accuracy: 0.8408
Epoch 411/500
113/113 [==============================] - 0s 845us/step - loss: 0.3852 - accuracy: 0.8404
Epoch 412/500
113/113 [==============================] - 0s 868us/step - loss: 0.3848 - accuracy: 0.8407
Epoch 413/500
113/113 [==============================] - 0s 858us/step - loss: 0.3848 - accuracy: 0.8407
Epoch 414/500
113/113 [==============================] - 0s 853us/step - loss: 0.3852 - accuracy: 0.8397
Epoch 415/500
113/113 [==============================] - 0s 940us/step - loss: 0.3849 - accuracy: 0.8396
Epoch 416/500
113/113 [==============================] - 0s 840us/step - loss: 0.3852 - accuracy: 0.8400
Epoch 417/500
113/113 [==============================] - 0s 887us/step - loss: 0.3850 - accuracy: 0.8390
Epoch 418/500
113/113 [==============================] - 0s 907us/step - loss: 0.3848 - accuracy: 0.8406
Epoch 419/500
113/113 [==============================] - 0s 857us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 420/500
113/113 [==============================] - 0s 907us/step - loss: 0.3852 - accuracy: 0.8396
Epoch 421/500
113/113 [==============================] - 0s 830us/step - loss: 0.3851 - accuracy: 0.8386
Epoch 422/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8407
Epoch 423/500
113/113 [==============================] - 0s 825us/step - loss: 0.3849 - accuracy: 0.8401
Epoch 424/500
113/113 [==============================] - 0s 859us/step - loss: 0.3850 - accuracy: 0.8393
Epoch 425/500
113/113 [==============================] - 0s 838us/step - loss: 0.3852 - accuracy: 0.8393
Epoch 426/500
113/113 [==============================] - 0s 832us/step - loss: 0.3847 - accuracy: 0.8403
Epoch 427/500
113/113 [==============================] - 0s 852us/step - loss: 0.3854 - accuracy: 0.8381
Epoch 428/500
113/113 [==============================] - 0s 835us/step - loss: 0.3848 - accuracy: 0.8406
Epoch 429/500
113/113 [==============================] - 0s 844us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 430/500
113/113 [==============================] - 0s 835us/step - loss: 0.3852 - accuracy: 0.8399
Epoch 431/500
113/113 [==============================] - 0s 857us/step - loss: 0.3852 - accuracy: 0.8410
Epoch 432/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3851 - accuracy: 0.8399
Epoch 433/500
113/113 [==============================] - 0s 831us/step - loss: 0.3850 - accuracy: 0.8410
Epoch 434/500
113/113 [==============================] - 0s 855us/step - loss: 0.3851 - accuracy: 0.8390
Epoch 435/500
113/113 [==============================] - 0s 850us/step - loss: 0.3850 - accuracy: 0.8389
Epoch 436/500
113/113 [==============================] - 0s 846us/step - loss: 0.3850 - accuracy: 0.8396
Epoch 437/500
113/113 [==============================] - 0s 864us/step - loss: 0.3851 - accuracy: 0.8410
Epoch 438/500
113/113 [==============================] - 0s 855us/step - loss: 0.3848 - accuracy: 0.8410
Epoch 439/500
113/113 [==============================] - 0s 845us/step - loss: 0.3850 - accuracy: 0.8396
Epoch 440/500
113/113 [==============================] - 0s 893us/step - loss: 0.3849 - accuracy: 0.8401
Epoch 441/500
113/113 [==============================] - 0s 846us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 442/500
113/113 [==============================] - 0s 900us/step - loss: 0.3852 - accuracy: 0.8417
Epoch 443/500
113/113 [==============================] - 0s 852us/step - loss: 0.3849 - accuracy: 0.8401
Epoch 444/500
113/113 [==============================] - 0s 892us/step - loss: 0.3850 - accuracy: 0.8401
Epoch 445/500
113/113 [==============================] - 0s 842us/step - loss: 0.3852 - accuracy: 0.8397
Epoch 446/500
113/113 [==============================] - 0s 833us/step - loss: 0.3852 - accuracy: 0.8407
Epoch 447/500
113/113 [==============================] - 0s 859us/step - loss: 0.3846 - accuracy: 0.8404
Epoch 448/500
113/113 [==============================] - 0s 836us/step - loss: 0.3848 - accuracy: 0.8406
Epoch 449/500
113/113 [==============================] - 0s 838us/step - loss: 0.3849 - accuracy: 0.8397
Epoch 450/500
113/113 [==============================] - 0s 852us/step - loss: 0.3850 - accuracy: 0.8399
Epoch 451/500
113/113 [==============================] - 0s 844us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 452/500
113/113 [==============================] - 0s 916us/step - loss: 0.3852 - accuracy: 0.8394
Epoch 453/500
113/113 [==============================] - 0s 834us/step - loss: 0.3851 - accuracy: 0.8407
Epoch 454/500
113/113 [==============================] - 0s 920us/step - loss: 0.3850 - accuracy: 0.8394
Epoch 455/500
113/113 [==============================] - 0s 841us/step - loss: 0.3849 - accuracy: 0.8390
Epoch 456/500
113/113 [==============================] - 0s 832us/step - loss: 0.3849 - accuracy: 0.8399
Epoch 457/500
113/113 [==============================] - 0s 868us/step - loss: 0.3851 - accuracy: 0.8401
Epoch 458/500
113/113 [==============================] - 0s 832us/step - loss: 0.3849 - accuracy: 0.8404
Epoch 459/500
113/113 [==============================] - 0s 837us/step - loss: 0.3847 - accuracy: 0.8406
Epoch 460/500
113/113 [==============================] - 0s 858us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 461/500
113/113 [==============================] - 0s 862us/step - loss: 0.3848 - accuracy: 0.8389
Epoch 462/500
113/113 [==============================] - 0s 922us/step - loss: 0.3849 - accuracy: 0.8408
Epoch 463/500
113/113 [==============================] - 0s 832us/step - loss: 0.3851 - accuracy: 0.8383
Epoch 464/500
113/113 [==============================] - 0s 841us/step - loss: 0.3849 - accuracy: 0.8404
Epoch 465/500
113/113 [==============================] - 0s 884us/step - loss: 0.3845 - accuracy: 0.8414
Epoch 466/500
113/113 [==============================] - 0s 838us/step - loss: 0.3854 - accuracy: 0.8411
Epoch 467/500
113/113 [==============================] - 0s 874us/step - loss: 0.3851 - accuracy: 0.8401
Epoch 468/500
113/113 [==============================] - 0s 842us/step - loss: 0.3849 - accuracy: 0.8408
Epoch 469/500
113/113 [==============================] - 0s 842us/step - loss: 0.3851 - accuracy: 0.8403
Epoch 470/500
113/113 [==============================] - 0s 877us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 471/500
113/113 [==============================] - 0s 843us/step - loss: 0.3850 - accuracy: 0.8393
Epoch 472/500
113/113 [==============================] - 0s 960us/step - loss: 0.3849 - accuracy: 0.8394
Epoch 473/500
113/113 [==============================] - 0s 840us/step - loss: 0.3851 - accuracy: 0.8406
Epoch 474/500
113/113 [==============================] - 0s 852us/step - loss: 0.3851 - accuracy: 0.8418
Epoch 475/500
113/113 [==============================] - 0s 910us/step - loss: 0.3849 - accuracy: 0.8396
Epoch 476/500
113/113 [==============================] - 0s 887us/step - loss: 0.3851 - accuracy: 0.8414
Epoch 477/500
113/113 [==============================] - 0s 950us/step - loss: 0.3849 - accuracy: 0.8407
Epoch 478/500
113/113 [==============================] - 0s 845us/step - loss: 0.3847 - accuracy: 0.8407
Epoch 479/500
113/113 [==============================] - 0s 859us/step - loss: 0.3852 - accuracy: 0.8400
Epoch 480/500
113/113 [==============================] - 0s 852us/step - loss: 0.3850 - accuracy: 0.8407
Epoch 481/500
113/113 [==============================] - 0s 849us/step - loss: 0.3850 - accuracy: 0.8394
Epoch 482/500
113/113 [==============================] - 0s 947us/step - loss: 0.3848 - accuracy: 0.8399
Epoch 483/500
113/113 [==============================] - 0s 849us/step - loss: 0.3850 - accuracy: 0.8404
Epoch 484/500
113/113 [==============================] - 0s 858us/step - loss: 0.3853 - accuracy: 0.8396
Epoch 485/500
113/113 [==============================] - 0s 883us/step - loss: 0.3851 - accuracy: 0.8418
Epoch 486/500
113/113 [==============================] - 0s 840us/step - loss: 0.3851 - accuracy: 0.8401
Epoch 487/500
113/113 [==============================] - 0s 872us/step - loss: 0.3850 - accuracy: 0.8390
Epoch 488/500
113/113 [==============================] - 0s 842us/step - loss: 0.3846 - accuracy: 0.8407
Epoch 489/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3851 - accuracy: 0.8407
Epoch 490/500
113/113 [==============================] - 0s 833us/step - loss: 0.3849 - accuracy: 0.8393
Epoch 491/500
113/113 [==============================] - 0s 939us/step - loss: 0.3848 - accuracy: 0.8400
Epoch 492/500
113/113 [==============================] - 0s 843us/step - loss: 0.3850 - accuracy: 0.8396
Epoch 493/500
113/113 [==============================] - 0s 842us/step - loss: 0.3850 - accuracy: 0.8399
Epoch 494/500
113/113 [==============================] - 0s 878us/step - loss: 0.3848 - accuracy: 0.8414
Epoch 495/500
113/113 [==============================] - 0s 842us/step - loss: 0.3850 - accuracy: 0.8397
Epoch 496/500
113/113 [==============================] - 0s 878us/step - loss: 0.3845 - accuracy: 0.8401
Epoch 497/500
113/113 [==============================] - 0s 855us/step - loss: 0.3847 - accuracy: 0.8407
Epoch 498/500
113/113 [==============================] - 0s 826us/step - loss: 0.3849 - accuracy: 0.8392
Epoch 499/500
113/113 [==============================] - 0s 874us/step - loss: 0.3851 - accuracy: 0.8399
Epoch 500/500
113/113 [==============================] - 0s 840us/step - loss: 0.3850 - accuracy: 0.8401
Epoch 1/500
113/113 [==============================] - 0s 872us/step - loss: 0.6591 - accuracy: 0.7950
Epoch 2/500
113/113 [==============================] - 0s 852us/step - loss: 0.5113 - accuracy: 0.7964
Epoch 3/500
113/113 [==============================] - 0s 880us/step - loss: 0.4422 - accuracy: 0.7964
Epoch 4/500
113/113 [==============================] - 0s 940us/step - loss: 0.4316 - accuracy: 0.7964
Epoch 5/500
113/113 [==============================] - 0s 856us/step - loss: 0.4278 - accuracy: 0.7964
Epoch 6/500
113/113 [==============================] - 0s 993us/step - loss: 0.4253 - accuracy: 0.7964
Epoch 7/500
113/113 [==============================] - 0s 886us/step - loss: 0.4231 - accuracy: 0.7964
Epoch 8/500
113/113 [==============================] - 0s 911us/step - loss: 0.4211 - accuracy: 0.7964
Epoch 9/500
113/113 [==============================] - 0s 922us/step - loss: 0.4189 - accuracy: 0.7964
Epoch 10/500
113/113 [==============================] - 0s 849us/step - loss: 0.4168 - accuracy: 0.7964
Epoch 11/500
113/113 [==============================] - 0s 897us/step - loss: 0.4140 - accuracy: 0.7964
Epoch 12/500
113/113 [==============================] - 0s 862us/step - loss: 0.4115 - accuracy: 0.7964
Epoch 13/500
113/113 [==============================] - 0s 860us/step - loss: 0.4088 - accuracy: 0.7964
Epoch 14/500
113/113 [==============================] - 0s 915us/step - loss: 0.4060 - accuracy: 0.8103
Epoch 15/500
113/113 [==============================] - 0s 854us/step - loss: 0.4034 - accuracy: 0.8251
Epoch 16/500
113/113 [==============================] - 0s 997us/step - loss: 0.4006 - accuracy: 0.8267
Epoch 17/500
113/113 [==============================] - 0s 854us/step - loss: 0.3982 - accuracy: 0.8256
Epoch 18/500
113/113 [==============================] - 0s 888us/step - loss: 0.3956 - accuracy: 0.8265
Epoch 19/500
113/113 [==============================] - 0s 881us/step - loss: 0.3924 - accuracy: 0.8282
Epoch 20/500
113/113 [==============================] - 0s 871us/step - loss: 0.3894 - accuracy: 0.8285
Epoch 21/500
113/113 [==============================] - 0s 888us/step - loss: 0.3867 - accuracy: 0.8292
Epoch 22/500
113/113 [==============================] - 0s 858us/step - loss: 0.3842 - accuracy: 0.8304
Epoch 23/500
113/113 [==============================] - 0s 896us/step - loss: 0.3812 - accuracy: 0.8304
Epoch 24/500
113/113 [==============================] - 0s 876us/step - loss: 0.3786 - accuracy: 0.8342
Epoch 25/500
113/113 [==============================] - 0s 902us/step - loss: 0.3761 - accuracy: 0.8424
Epoch 26/500
113/113 [==============================] - 0s 893us/step - loss: 0.3739 - accuracy: 0.8451
Epoch 27/500
113/113 [==============================] - 0s 863us/step - loss: 0.3710 - accuracy: 0.8469
Epoch 28/500
113/113 [==============================] - 0s 938us/step - loss: 0.3695 - accuracy: 0.8460
Epoch 29/500
113/113 [==============================] - 0s 913us/step - loss: 0.3672 - accuracy: 0.8490
Epoch 30/500
113/113 [==============================] - 0s 883us/step - loss: 0.3656 - accuracy: 0.8499
Epoch 31/500
113/113 [==============================] - 0s 851us/step - loss: 0.3636 - accuracy: 0.8510
Epoch 32/500
113/113 [==============================] - 0s 881us/step - loss: 0.3620 - accuracy: 0.8531
Epoch 33/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3612 - accuracy: 0.8522
Epoch 34/500
113/113 [==============================] - 0s 884us/step - loss: 0.3600 - accuracy: 0.8546
Epoch 35/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3589 - accuracy: 0.8557
Epoch 36/500
113/113 [==============================] - 0s 869us/step - loss: 0.3579 - accuracy: 0.8546
Epoch 37/500
113/113 [==============================] - 0s 919us/step - loss: 0.3568 - accuracy: 0.8586
Epoch 38/500
113/113 [==============================] - 0s 909us/step - loss: 0.3572 - accuracy: 0.8543
Epoch 39/500
113/113 [==============================] - 0s 870us/step - loss: 0.3558 - accuracy: 0.8579
Epoch 40/500
113/113 [==============================] - 0s 911us/step - loss: 0.3557 - accuracy: 0.8574
Epoch 41/500
113/113 [==============================] - 0s 929us/step - loss: 0.3552 - accuracy: 0.8589
Epoch 42/500
113/113 [==============================] - 0s 936us/step - loss: 0.3539 - accuracy: 0.8587
Epoch 43/500
113/113 [==============================] - 0s 902us/step - loss: 0.3536 - accuracy: 0.8578
Epoch 44/500
113/113 [==============================] - 0s 889us/step - loss: 0.3526 - accuracy: 0.8608
Epoch 45/500
113/113 [==============================] - 0s 879us/step - loss: 0.3530 - accuracy: 0.8581
Epoch 46/500
113/113 [==============================] - 0s 924us/step - loss: 0.3521 - accuracy: 0.8607
Epoch 47/500
113/113 [==============================] - 0s 868us/step - loss: 0.3522 - accuracy: 0.8587
Epoch 48/500
113/113 [==============================] - 0s 821us/step - loss: 0.3511 - accuracy: 0.8589
Epoch 49/500
113/113 [==============================] - 0s 862us/step - loss: 0.3511 - accuracy: 0.8592
Epoch 50/500
113/113 [==============================] - 0s 818us/step - loss: 0.3504 - accuracy: 0.8618
Epoch 51/500
113/113 [==============================] - 0s 820us/step - loss: 0.3505 - accuracy: 0.8589
Epoch 52/500
113/113 [==============================] - 0s 857us/step - loss: 0.3498 - accuracy: 0.8593
Epoch 53/500
113/113 [==============================] - 0s 853us/step - loss: 0.3496 - accuracy: 0.8606
Epoch 54/500
113/113 [==============================] - 0s 822us/step - loss: 0.3497 - accuracy: 0.8586
Epoch 55/500
113/113 [==============================] - 0s 872us/step - loss: 0.3492 - accuracy: 0.8615
Epoch 56/500
113/113 [==============================] - 0s 857us/step - loss: 0.3491 - accuracy: 0.8590
Epoch 57/500
113/113 [==============================] - 0s 865us/step - loss: 0.3484 - accuracy: 0.8615
Epoch 58/500
113/113 [==============================] - 0s 840us/step - loss: 0.3483 - accuracy: 0.8593
Epoch 59/500
113/113 [==============================] - 0s 829us/step - loss: 0.3485 - accuracy: 0.8618
Epoch 60/500
113/113 [==============================] - 0s 865us/step - loss: 0.3493 - accuracy: 0.8585
Epoch 61/500
113/113 [==============================] - 0s 833us/step - loss: 0.3483 - accuracy: 0.8587
Epoch 62/500
113/113 [==============================] - 0s 875us/step - loss: 0.3475 - accuracy: 0.8597
Epoch 63/500
113/113 [==============================] - 0s 847us/step - loss: 0.3472 - accuracy: 0.8607
Epoch 64/500
113/113 [==============================] - 0s 872us/step - loss: 0.3481 - accuracy: 0.8606
Epoch 65/500
113/113 [==============================] - 0s 891us/step - loss: 0.3466 - accuracy: 0.8610
Epoch 66/500
113/113 [==============================] - 0s 833us/step - loss: 0.3472 - accuracy: 0.8603
Epoch 67/500
113/113 [==============================] - 0s 885us/step - loss: 0.3467 - accuracy: 0.8603
Epoch 68/500
113/113 [==============================] - 0s 858us/step - loss: 0.3468 - accuracy: 0.8604
Epoch 69/500
113/113 [==============================] - 0s 830us/step - loss: 0.3465 - accuracy: 0.8622
Epoch 70/500
113/113 [==============================] - 0s 885us/step - loss: 0.3461 - accuracy: 0.8601
Epoch 71/500
113/113 [==============================] - 0s 845us/step - loss: 0.3462 - accuracy: 0.8624
Epoch 72/500
113/113 [==============================] - 0s 885us/step - loss: 0.3463 - accuracy: 0.8603
Epoch 73/500
113/113 [==============================] - 0s 858us/step - loss: 0.3463 - accuracy: 0.8622
Epoch 74/500
113/113 [==============================] - 0s 878us/step - loss: 0.3458 - accuracy: 0.8607
Epoch 75/500
113/113 [==============================] - 0s 935us/step - loss: 0.3462 - accuracy: 0.8589
Epoch 76/500
113/113 [==============================] - 0s 840us/step - loss: 0.3455 - accuracy: 0.8619
Epoch 77/500
113/113 [==============================] - 0s 867us/step - loss: 0.3456 - accuracy: 0.8619
Epoch 78/500
113/113 [==============================] - 0s 853us/step - loss: 0.3453 - accuracy: 0.8615
Epoch 79/500
113/113 [==============================] - 0s 845us/step - loss: 0.3458 - accuracy: 0.8610
Epoch 80/500
113/113 [==============================] - 0s 871us/step - loss: 0.3449 - accuracy: 0.8599
Epoch 81/500
113/113 [==============================] - 0s 838us/step - loss: 0.3457 - accuracy: 0.8607
Epoch 82/500
113/113 [==============================] - 0s 879us/step - loss: 0.3442 - accuracy: 0.8625
Epoch 83/500
113/113 [==============================] - 0s 860us/step - loss: 0.3451 - accuracy: 0.8614
Epoch 84/500
113/113 [==============================] - 0s 952us/step - loss: 0.3445 - accuracy: 0.8607
Epoch 85/500
113/113 [==============================] - 0s 875us/step - loss: 0.3449 - accuracy: 0.8624
Epoch 86/500
113/113 [==============================] - 0s 848us/step - loss: 0.3445 - accuracy: 0.8606
Epoch 87/500
113/113 [==============================] - 0s 870us/step - loss: 0.3443 - accuracy: 0.8624
Epoch 88/500
113/113 [==============================] - 0s 847us/step - loss: 0.3440 - accuracy: 0.8608
Epoch 89/500
113/113 [==============================] - 0s 849us/step - loss: 0.3441 - accuracy: 0.8614
Epoch 90/500
113/113 [==============================] - 0s 856us/step - loss: 0.3437 - accuracy: 0.8624
Epoch 91/500
113/113 [==============================] - 0s 835us/step - loss: 0.3444 - accuracy: 0.8624
Epoch 92/500
113/113 [==============================] - 0s 867us/step - loss: 0.3439 - accuracy: 0.8617
Epoch 93/500
113/113 [==============================] - 0s 842us/step - loss: 0.3442 - accuracy: 0.8615
Epoch 94/500
113/113 [==============================] - 0s 940us/step - loss: 0.3434 - accuracy: 0.8612
Epoch 95/500
113/113 [==============================] - 0s 867us/step - loss: 0.3442 - accuracy: 0.8612
Epoch 96/500
113/113 [==============================] - 0s 829us/step - loss: 0.3433 - accuracy: 0.8612
Epoch 97/500
113/113 [==============================] - 0s 860us/step - loss: 0.3439 - accuracy: 0.8615
Epoch 98/500
113/113 [==============================] - 0s 850us/step - loss: 0.3430 - accuracy: 0.8610
Epoch 99/500
113/113 [==============================] - 0s 834us/step - loss: 0.3433 - accuracy: 0.8622
Epoch 100/500
113/113 [==============================] - 0s 860us/step - loss: 0.3432 - accuracy: 0.8618
Epoch 101/500
113/113 [==============================] - 0s 834us/step - loss: 0.3432 - accuracy: 0.8619
Epoch 102/500
113/113 [==============================] - 0s 857us/step - loss: 0.3432 - accuracy: 0.8629
Epoch 103/500
113/113 [==============================] - 0s 859us/step - loss: 0.3432 - accuracy: 0.8610
Epoch 104/500
113/113 [==============================] - 0s 895us/step - loss: 0.3431 - accuracy: 0.8622
Epoch 105/500
113/113 [==============================] - 0s 868us/step - loss: 0.3431 - accuracy: 0.8618
Epoch 106/500
113/113 [==============================] - 0s 840us/step - loss: 0.3430 - accuracy: 0.8617
Epoch 107/500
113/113 [==============================] - 0s 924us/step - loss: 0.3425 - accuracy: 0.8614
Epoch 108/500
113/113 [==============================] - 0s 846us/step - loss: 0.3428 - accuracy: 0.8614
Epoch 109/500
113/113 [==============================] - 0s 850us/step - loss: 0.3424 - accuracy: 0.8601
Epoch 110/500
113/113 [==============================] - 0s 855us/step - loss: 0.3419 - accuracy: 0.8624
Epoch 111/500
113/113 [==============================] - 0s 837us/step - loss: 0.3426 - accuracy: 0.8621
Epoch 112/500
113/113 [==============================] - 0s 876us/step - loss: 0.3429 - accuracy: 0.8618
Epoch 113/500
113/113 [==============================] - 0s 867us/step - loss: 0.3426 - accuracy: 0.8621
Epoch 114/500
113/113 [==============================] - 0s 907us/step - loss: 0.3424 - accuracy: 0.8647
Epoch 115/500
113/113 [==============================] - 0s 881us/step - loss: 0.3428 - accuracy: 0.8631
Epoch 116/500
113/113 [==============================] - 0s 837us/step - loss: 0.3426 - accuracy: 0.8608
Epoch 117/500
113/113 [==============================] - 0s 882us/step - loss: 0.3423 - accuracy: 0.8632
Epoch 118/500
113/113 [==============================] - 0s 856us/step - loss: 0.3419 - accuracy: 0.8617
Epoch 119/500
113/113 [==============================] - 0s 853us/step - loss: 0.3420 - accuracy: 0.8583
Epoch 120/500
113/113 [==============================] - 0s 861us/step - loss: 0.3422 - accuracy: 0.8604
Epoch 121/500
113/113 [==============================] - 0s 845us/step - loss: 0.3418 - accuracy: 0.8611
Epoch 122/500
113/113 [==============================] - 0s 849us/step - loss: 0.3416 - accuracy: 0.8625
Epoch 123/500
113/113 [==============================] - 0s 855us/step - loss: 0.3418 - accuracy: 0.8612
Epoch 124/500
113/113 [==============================] - 0s 845us/step - loss: 0.3424 - accuracy: 0.8612
Epoch 125/500
113/113 [==============================] - 0s 969us/step - loss: 0.3417 - accuracy: 0.8637
Epoch 126/500
113/113 [==============================] - 0s 852us/step - loss: 0.3418 - accuracy: 0.8636
Epoch 127/500
113/113 [==============================] - 0s 863us/step - loss: 0.3426 - accuracy: 0.8611
Epoch 128/500
113/113 [==============================] - 0s 852us/step - loss: 0.3412 - accuracy: 0.8625
Epoch 129/500
113/113 [==============================] - 0s 841us/step - loss: 0.3423 - accuracy: 0.8612
Epoch 130/500
113/113 [==============================] - 0s 863us/step - loss: 0.3419 - accuracy: 0.8608
Epoch 131/500
113/113 [==============================] - 0s 843us/step - loss: 0.3435 - accuracy: 0.8628
Epoch 132/500
113/113 [==============================] - 0s 870us/step - loss: 0.3421 - accuracy: 0.8646
Epoch 133/500
113/113 [==============================] - 0s 877us/step - loss: 0.3418 - accuracy: 0.8607
Epoch 134/500
113/113 [==============================] - 0s 929us/step - loss: 0.3419 - accuracy: 0.8625
Epoch 135/500
113/113 [==============================] - 0s 861us/step - loss: 0.3417 - accuracy: 0.8604
Epoch 136/500
113/113 [==============================] - 0s 831us/step - loss: 0.3413 - accuracy: 0.8621
Epoch 137/500
113/113 [==============================] - 0s 848us/step - loss: 0.3416 - accuracy: 0.8650
Epoch 138/500
113/113 [==============================] - 0s 853us/step - loss: 0.3416 - accuracy: 0.8603
Epoch 139/500
113/113 [==============================] - 0s 828us/step - loss: 0.3414 - accuracy: 0.8625
Epoch 140/500
113/113 [==============================] - 0s 856us/step - loss: 0.3415 - accuracy: 0.8629
Epoch 141/500
113/113 [==============================] - 0s 837us/step - loss: 0.3416 - accuracy: 0.8633
Epoch 142/500
113/113 [==============================] - 0s 868us/step - loss: 0.3421 - accuracy: 0.8601
Epoch 143/500
113/113 [==============================] - 0s 857us/step - loss: 0.3414 - accuracy: 0.8608
Epoch 144/500
113/113 [==============================] - 0s 841us/step - loss: 0.3415 - accuracy: 0.8635
Epoch 145/500
113/113 [==============================] - 0s 979us/step - loss: 0.3413 - accuracy: 0.8596
Epoch 146/500
113/113 [==============================] - 0s 830us/step - loss: 0.3413 - accuracy: 0.8624
Epoch 147/500
113/113 [==============================] - 0s 895us/step - loss: 0.3413 - accuracy: 0.8624
Epoch 148/500
113/113 [==============================] - 0s 864us/step - loss: 0.3413 - accuracy: 0.8621
Epoch 149/500
113/113 [==============================] - 0s 837us/step - loss: 0.3410 - accuracy: 0.8628
Epoch 150/500
113/113 [==============================] - 0s 849us/step - loss: 0.3417 - accuracy: 0.8594
Epoch 151/500
113/113 [==============================] - 0s 835us/step - loss: 0.3410 - accuracy: 0.8614
Epoch 152/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3414 - accuracy: 0.8607
Epoch 153/500
113/113 [==============================] - 0s 876us/step - loss: 0.3417 - accuracy: 0.8629
Epoch 154/500
113/113 [==============================] - 0s 859us/step - loss: 0.3416 - accuracy: 0.8617
Epoch 155/500
113/113 [==============================] - 0s 868us/step - loss: 0.3418 - accuracy: 0.8618
Epoch 156/500
113/113 [==============================] - 0s 848us/step - loss: 0.3413 - accuracy: 0.8622
Epoch 157/500
113/113 [==============================] - 0s 898us/step - loss: 0.3417 - accuracy: 0.8631
Epoch 158/500
113/113 [==============================] - 0s 850us/step - loss: 0.3412 - accuracy: 0.8618
Epoch 159/500
113/113 [==============================] - 0s 821us/step - loss: 0.3411 - accuracy: 0.8639
Epoch 160/500
113/113 [==============================] - 0s 861us/step - loss: 0.3410 - accuracy: 0.8610
Epoch 161/500
113/113 [==============================] - 0s 825us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 162/500
113/113 [==============================] - 0s 842us/step - loss: 0.3415 - accuracy: 0.8614
Epoch 163/500
113/113 [==============================] - 0s 855us/step - loss: 0.3411 - accuracy: 0.8615
Epoch 164/500
113/113 [==============================] - 0s 928us/step - loss: 0.3408 - accuracy: 0.8615
Epoch 165/500
113/113 [==============================] - 0s 861us/step - loss: 0.3410 - accuracy: 0.8624
Epoch 166/500
113/113 [==============================] - 0s 842us/step - loss: 0.3413 - accuracy: 0.8607
Epoch 167/500
113/113 [==============================] - 0s 866us/step - loss: 0.3410 - accuracy: 0.8644
Epoch 168/500
113/113 [==============================] - 0s 844us/step - loss: 0.3410 - accuracy: 0.8622
Epoch 169/500
113/113 [==============================] - 0s 840us/step - loss: 0.3414 - accuracy: 0.8611
Epoch 170/500
113/113 [==============================] - 0s 857us/step - loss: 0.3416 - accuracy: 0.8617
Epoch 171/500
113/113 [==============================] - 0s 840us/step - loss: 0.3416 - accuracy: 0.8624
Epoch 172/500
113/113 [==============================] - 0s 841us/step - loss: 0.3409 - accuracy: 0.8622
Epoch 173/500
113/113 [==============================] - 0s 868us/step - loss: 0.3411 - accuracy: 0.8625
Epoch 174/500
113/113 [==============================] - 0s 953us/step - loss: 0.3410 - accuracy: 0.8611
Epoch 175/500
113/113 [==============================] - 0s 855us/step - loss: 0.3417 - accuracy: 0.8614
Epoch 176/500
113/113 [==============================] - 0s 833us/step - loss: 0.3408 - accuracy: 0.8625
Epoch 177/500
113/113 [==============================] - 0s 833us/step - loss: 0.3411 - accuracy: 0.8610
Epoch 178/500
113/113 [==============================] - 0s 879us/step - loss: 0.3408 - accuracy: 0.8614
Epoch 179/500
113/113 [==============================] - 0s 847us/step - loss: 0.3409 - accuracy: 0.8618
Epoch 180/500
113/113 [==============================] - 0s 866us/step - loss: 0.3406 - accuracy: 0.8589
Epoch 181/500
113/113 [==============================] - 0s 845us/step - loss: 0.3406 - accuracy: 0.8631
Epoch 182/500
113/113 [==============================] - 0s 851us/step - loss: 0.3410 - accuracy: 0.8617
Epoch 183/500
113/113 [==============================] - 0s 919us/step - loss: 0.3405 - accuracy: 0.8608
Epoch 184/500
113/113 [==============================] - 0s 867us/step - loss: 0.3410 - accuracy: 0.8617
Epoch 185/500
113/113 [==============================] - 0s 863us/step - loss: 0.3407 - accuracy: 0.8642
Epoch 186/500
113/113 [==============================] - 0s 855us/step - loss: 0.3415 - accuracy: 0.8608
Epoch 187/500
113/113 [==============================] - 0s 839us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 188/500
113/113 [==============================] - 0s 875us/step - loss: 0.3408 - accuracy: 0.8633
Epoch 189/500
113/113 [==============================] - 0s 848us/step - loss: 0.3410 - accuracy: 0.8628
Epoch 190/500
113/113 [==============================] - 0s 882us/step - loss: 0.3415 - accuracy: 0.8607
Epoch 191/500
113/113 [==============================] - 0s 837us/step - loss: 0.3413 - accuracy: 0.8618
Epoch 192/500
113/113 [==============================] - 0s 860us/step - loss: 0.3414 - accuracy: 0.8608
Epoch 193/500
113/113 [==============================] - 0s 874us/step - loss: 0.3406 - accuracy: 0.8628
Epoch 194/500
113/113 [==============================] - 0s 882us/step - loss: 0.3412 - accuracy: 0.8612
Epoch 195/500
113/113 [==============================] - 0s 909us/step - loss: 0.3409 - accuracy: 0.8611
Epoch 196/500
113/113 [==============================] - 0s 839us/step - loss: 0.3408 - accuracy: 0.8612
Epoch 197/500
113/113 [==============================] - 0s 840us/step - loss: 0.3409 - accuracy: 0.8597
Epoch 198/500
113/113 [==============================] - 0s 898us/step - loss: 0.3413 - accuracy: 0.8614
Epoch 199/500
113/113 [==============================] - 0s 828us/step - loss: 0.3409 - accuracy: 0.8615
Epoch 200/500
113/113 [==============================] - 0s 858us/step - loss: 0.3414 - accuracy: 0.8614
Epoch 201/500
113/113 [==============================] - 0s 838us/step - loss: 0.3404 - accuracy: 0.8628
Epoch 202/500
113/113 [==============================] - 0s 837us/step - loss: 0.3406 - accuracy: 0.8625
Epoch 203/500
113/113 [==============================] - 0s 884us/step - loss: 0.3408 - accuracy: 0.8621
Epoch 204/500
113/113 [==============================] - 0s 953us/step - loss: 0.3407 - accuracy: 0.8621
Epoch 205/500
113/113 [==============================] - 0s 868us/step - loss: 0.3410 - accuracy: 0.8635
Epoch 206/500
113/113 [==============================] - 0s 865us/step - loss: 0.3405 - accuracy: 0.8611
Epoch 207/500
113/113 [==============================] - 0s 844us/step - loss: 0.3405 - accuracy: 0.8618
Epoch 208/500
113/113 [==============================] - 0s 889us/step - loss: 0.3413 - accuracy: 0.8611
Epoch 209/500
113/113 [==============================] - 0s 850us/step - loss: 0.3408 - accuracy: 0.8607
Epoch 210/500
113/113 [==============================] - 0s 876us/step - loss: 0.3404 - accuracy: 0.8626
Epoch 211/500
113/113 [==============================] - 0s 845us/step - loss: 0.3411 - accuracy: 0.8612
Epoch 212/500
113/113 [==============================] - 0s 836us/step - loss: 0.3406 - accuracy: 0.8597
Epoch 213/500
113/113 [==============================] - 0s 879us/step - loss: 0.3407 - accuracy: 0.8610
Epoch 214/500
113/113 [==============================] - 0s 928us/step - loss: 0.3406 - accuracy: 0.8619
Epoch 215/500
113/113 [==============================] - 0s 862us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 216/500
113/113 [==============================] - 0s 837us/step - loss: 0.3414 - accuracy: 0.8611
Epoch 217/500
113/113 [==============================] - 0s 836us/step - loss: 0.3413 - accuracy: 0.8619
Epoch 218/500
113/113 [==============================] - 0s 888us/step - loss: 0.3408 - accuracy: 0.8619
Epoch 219/500
113/113 [==============================] - 0s 841us/step - loss: 0.3413 - accuracy: 0.8599
Epoch 220/500
113/113 [==============================] - 0s 880us/step - loss: 0.3412 - accuracy: 0.8628
Epoch 221/500
113/113 [==============================] - 0s 844us/step - loss: 0.3409 - accuracy: 0.8607
Epoch 222/500
113/113 [==============================] - 0s 843us/step - loss: 0.3413 - accuracy: 0.8597
Epoch 223/500
113/113 [==============================] - 0s 875us/step - loss: 0.3405 - accuracy: 0.8626
Epoch 224/500
113/113 [==============================] - 0s 942us/step - loss: 0.3407 - accuracy: 0.8621
Epoch 225/500
113/113 [==============================] - 0s 874us/step - loss: 0.3399 - accuracy: 0.8631
Epoch 226/500
113/113 [==============================] - 0s 841us/step - loss: 0.3406 - accuracy: 0.8625
Epoch 227/500
113/113 [==============================] - 0s 892us/step - loss: 0.3404 - accuracy: 0.8614
Epoch 228/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3411 - accuracy: 0.8612
Epoch 229/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3398 - accuracy: 0.8621
Epoch 230/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8632
Epoch 231/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3410 - accuracy: 0.8622
Epoch 232/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3408 - accuracy: 0.8607
Epoch 233/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3404 - accuracy: 0.8604
Epoch 234/500
113/113 [==============================] - 0s 839us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 235/500
113/113 [==============================] - 0s 869us/step - loss: 0.3410 - accuracy: 0.8601
Epoch 236/500
113/113 [==============================] - 0s 854us/step - loss: 0.3400 - accuracy: 0.8596
Epoch 237/500
113/113 [==============================] - 0s 843us/step - loss: 0.3412 - accuracy: 0.8624
Epoch 238/500
113/113 [==============================] - 0s 869us/step - loss: 0.3407 - accuracy: 0.8610
Epoch 239/500
113/113 [==============================] - 0s 857us/step - loss: 0.3414 - accuracy: 0.8614
Epoch 240/500
113/113 [==============================] - 0s 877us/step - loss: 0.3405 - accuracy: 0.8612
Epoch 241/500
113/113 [==============================] - 0s 883us/step - loss: 0.3412 - accuracy: 0.8618
Epoch 242/500
113/113 [==============================] - 0s 885us/step - loss: 0.3403 - accuracy: 0.8624
Epoch 243/500
113/113 [==============================] - 0s 927us/step - loss: 0.3411 - accuracy: 0.8617
Epoch 244/500
113/113 [==============================] - 0s 919us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 245/500
113/113 [==============================] - 0s 859us/step - loss: 0.3404 - accuracy: 0.8604
Epoch 246/500
113/113 [==============================] - 0s 843us/step - loss: 0.3411 - accuracy: 0.8621
Epoch 247/500
113/113 [==============================] - 0s 840us/step - loss: 0.3408 - accuracy: 0.8617
Epoch 248/500
113/113 [==============================] - 0s 838us/step - loss: 0.3402 - accuracy: 0.8618
Epoch 249/500
113/113 [==============================] - 0s 831us/step - loss: 0.3414 - accuracy: 0.8594
Epoch 250/500
113/113 [==============================] - 0s 874us/step - loss: 0.3406 - accuracy: 0.8615
Epoch 251/500
113/113 [==============================] - 0s 888us/step - loss: 0.3404 - accuracy: 0.8607
Epoch 252/500
113/113 [==============================] - 0s 864us/step - loss: 0.3402 - accuracy: 0.8608
Epoch 253/500
113/113 [==============================] - 0s 865us/step - loss: 0.3405 - accuracy: 0.8625
Epoch 254/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3405 - accuracy: 0.8633
Epoch 255/500
113/113 [==============================] - 0s 866us/step - loss: 0.3407 - accuracy: 0.8621
Epoch 256/500
113/113 [==============================] - 0s 873us/step - loss: 0.3407 - accuracy: 0.8622
Epoch 257/500
113/113 [==============================] - 0s 855us/step - loss: 0.3404 - accuracy: 0.8629
Epoch 258/500
113/113 [==============================] - 0s 933us/step - loss: 0.3405 - accuracy: 0.8593
Epoch 259/500
113/113 [==============================] - 0s 845us/step - loss: 0.3409 - accuracy: 0.8626
Epoch 260/500
113/113 [==============================] - 0s 864us/step - loss: 0.3406 - accuracy: 0.8618
Epoch 261/500
113/113 [==============================] - 0s 855us/step - loss: 0.3407 - accuracy: 0.8629
Epoch 262/500
113/113 [==============================] - 0s 876us/step - loss: 0.3409 - accuracy: 0.8624
Epoch 263/500
113/113 [==============================] - 0s 855us/step - loss: 0.3405 - accuracy: 0.8624
Epoch 264/500
113/113 [==============================] - 0s 854us/step - loss: 0.3405 - accuracy: 0.8611
Epoch 265/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3407 - accuracy: 0.8621
Epoch 266/500
113/113 [==============================] - 0s 836us/step - loss: 0.3405 - accuracy: 0.8622
Epoch 267/500
113/113 [==============================] - 0s 865us/step - loss: 0.3402 - accuracy: 0.8618
Epoch 268/500
113/113 [==============================] - 0s 839us/step - loss: 0.3405 - accuracy: 0.8629
Epoch 269/500
113/113 [==============================] - 0s 868us/step - loss: 0.3406 - accuracy: 0.8615
Epoch 270/500
113/113 [==============================] - 0s 870us/step - loss: 0.3411 - accuracy: 0.8618
Epoch 271/500
113/113 [==============================] - 0s 852us/step - loss: 0.3406 - accuracy: 0.8624
Epoch 272/500
113/113 [==============================] - 0s 973us/step - loss: 0.3402 - accuracy: 0.8631
Epoch 273/500
113/113 [==============================] - 0s 837us/step - loss: 0.3405 - accuracy: 0.8615
Epoch 274/500
113/113 [==============================] - 0s 858us/step - loss: 0.3407 - accuracy: 0.8636
Epoch 275/500
113/113 [==============================] - 0s 854us/step - loss: 0.3406 - accuracy: 0.8619
Epoch 276/500
113/113 [==============================] - 0s 847us/step - loss: 0.3413 - accuracy: 0.8618
Epoch 277/500
113/113 [==============================] - 0s 871us/step - loss: 0.3410 - accuracy: 0.8601
Epoch 278/500
113/113 [==============================] - 0s 846us/step - loss: 0.3408 - accuracy: 0.8610
Epoch 279/500
113/113 [==============================] - 0s 870us/step - loss: 0.3403 - accuracy: 0.8619
Epoch 280/500
113/113 [==============================] - 0s 979us/step - loss: 0.3404 - accuracy: 0.8610
Epoch 281/500
113/113 [==============================] - 0s 877us/step - loss: 0.3405 - accuracy: 0.8619
Epoch 282/500
113/113 [==============================] - 0s 874us/step - loss: 0.3409 - accuracy: 0.8633
Epoch 283/500
113/113 [==============================] - 0s 840us/step - loss: 0.3403 - accuracy: 0.8611
Epoch 284/500
113/113 [==============================] - 0s 877us/step - loss: 0.3406 - accuracy: 0.8610
Epoch 285/500
113/113 [==============================] - 0s 857us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 286/500
113/113 [==============================] - 0s 838us/step - loss: 0.3407 - accuracy: 0.8619
Epoch 287/500
113/113 [==============================] - 0s 870us/step - loss: 0.3402 - accuracy: 0.8622
Epoch 288/500
113/113 [==============================] - 0s 842us/step - loss: 0.3403 - accuracy: 0.8610
Epoch 289/500
113/113 [==============================] - 0s 872us/step - loss: 0.3402 - accuracy: 0.8637
Epoch 290/500
113/113 [==============================] - 0s 859us/step - loss: 0.3411 - accuracy: 0.8599
Epoch 291/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3401 - accuracy: 0.8625
Epoch 292/500
113/113 [==============================] - 0s 832us/step - loss: 0.3404 - accuracy: 0.8618
Epoch 293/500
113/113 [==============================] - 0s 827us/step - loss: 0.3401 - accuracy: 0.8606
Epoch 294/500
113/113 [==============================] - 0s 871us/step - loss: 0.3400 - accuracy: 0.8619
Epoch 295/500
113/113 [==============================] - 0s 854us/step - loss: 0.3411 - accuracy: 0.8612
Epoch 296/500
113/113 [==============================] - 0s 849us/step - loss: 0.3402 - accuracy: 0.8615
Epoch 297/500
113/113 [==============================] - 0s 859us/step - loss: 0.3404 - accuracy: 0.8617
Epoch 298/500
113/113 [==============================] - 0s 850us/step - loss: 0.3401 - accuracy: 0.8643
Epoch 299/500
113/113 [==============================] - 0s 869us/step - loss: 0.3399 - accuracy: 0.8632
Epoch 300/500
113/113 [==============================] - 0s 908us/step - loss: 0.3413 - accuracy: 0.8600
Epoch 301/500
113/113 [==============================] - 0s 861us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 302/500
113/113 [==============================] - 0s 827us/step - loss: 0.3401 - accuracy: 0.8632
Epoch 303/500
113/113 [==============================] - 0s 910us/step - loss: 0.3404 - accuracy: 0.8626
Epoch 304/500
113/113 [==============================] - 0s 857us/step - loss: 0.3411 - accuracy: 0.8615
Epoch 305/500
113/113 [==============================] - 0s 843us/step - loss: 0.3407 - accuracy: 0.8606
Epoch 306/500
113/113 [==============================] - 0s 868us/step - loss: 0.3401 - accuracy: 0.8601
Epoch 307/500
113/113 [==============================] - 0s 841us/step - loss: 0.3407 - accuracy: 0.8617
Epoch 308/500
113/113 [==============================] - 0s 846us/step - loss: 0.3402 - accuracy: 0.8617
Epoch 309/500
113/113 [==============================] - 0s 860us/step - loss: 0.3404 - accuracy: 0.8604
Epoch 310/500
113/113 [==============================] - 0s 971us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 311/500
113/113 [==============================] - 0s 867us/step - loss: 0.3403 - accuracy: 0.8619
Epoch 312/500
113/113 [==============================] - 0s 836us/step - loss: 0.3410 - accuracy: 0.8631
Epoch 313/500
113/113 [==============================] - 0s 833us/step - loss: 0.3397 - accuracy: 0.8628
Epoch 314/500
113/113 [==============================] - 0s 868us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 315/500
113/113 [==============================] - 0s 854us/step - loss: 0.3403 - accuracy: 0.8618
Epoch 316/500
113/113 [==============================] - 0s 887us/step - loss: 0.3404 - accuracy: 0.8611
Epoch 317/500
113/113 [==============================] - 0s 838us/step - loss: 0.3403 - accuracy: 0.8622
Epoch 318/500
113/113 [==============================] - 0s 840us/step - loss: 0.3407 - accuracy: 0.8604
Epoch 319/500
113/113 [==============================] - 0s 855us/step - loss: 0.3409 - accuracy: 0.8606
Epoch 320/500
113/113 [==============================] - 0s 975us/step - loss: 0.3402 - accuracy: 0.8619
Epoch 321/500
113/113 [==============================] - 0s 847us/step - loss: 0.3402 - accuracy: 0.8606
Epoch 322/500
113/113 [==============================] - 0s 844us/step - loss: 0.3406 - accuracy: 0.8631
Epoch 323/500
113/113 [==============================] - 0s 826us/step - loss: 0.3402 - accuracy: 0.8628
Epoch 324/500
113/113 [==============================] - 0s 861us/step - loss: 0.3405 - accuracy: 0.8615
Epoch 325/500
113/113 [==============================] - 0s 859us/step - loss: 0.3404 - accuracy: 0.8592
Epoch 326/500
113/113 [==============================] - 0s 862us/step - loss: 0.3402 - accuracy: 0.8637
Epoch 327/500
113/113 [==============================] - 0s 831us/step - loss: 0.3406 - accuracy: 0.8612
Epoch 328/500
113/113 [==============================] - 0s 842us/step - loss: 0.3403 - accuracy: 0.8625
Epoch 329/500
113/113 [==============================] - 0s 865us/step - loss: 0.3405 - accuracy: 0.8614
Epoch 330/500
113/113 [==============================] - 0s 949us/step - loss: 0.3402 - accuracy: 0.8624
Epoch 331/500
113/113 [==============================] - 0s 949us/step - loss: 0.3400 - accuracy: 0.8611
Epoch 332/500
113/113 [==============================] - 0s 831us/step - loss: 0.3405 - accuracy: 0.8625
Epoch 333/500
113/113 [==============================] - 0s 836us/step - loss: 0.3403 - accuracy: 0.8625
Epoch 334/500
113/113 [==============================] - 0s 873us/step - loss: 0.3403 - accuracy: 0.8640
Epoch 335/500
113/113 [==============================] - 0s 854us/step - loss: 0.3409 - accuracy: 0.8619
Epoch 336/500
113/113 [==============================] - 0s 893us/step - loss: 0.3401 - accuracy: 0.8629
Epoch 337/500
113/113 [==============================] - 0s 874us/step - loss: 0.3400 - accuracy: 0.8632
Epoch 338/500
113/113 [==============================] - 0s 842us/step - loss: 0.3400 - accuracy: 0.8611
Epoch 339/500
113/113 [==============================] - 0s 873us/step - loss: 0.3401 - accuracy: 0.8631
Epoch 340/500
113/113 [==============================] - 0s 873us/step - loss: 0.3405 - accuracy: 0.8608
Epoch 341/500
113/113 [==============================] - 0s 881us/step - loss: 0.3406 - accuracy: 0.8614
Epoch 342/500
113/113 [==============================] - 0s 849us/step - loss: 0.3407 - accuracy: 0.8631
Epoch 343/500
113/113 [==============================] - 0s 928us/step - loss: 0.3403 - accuracy: 0.8607
Epoch 344/500
113/113 [==============================] - 0s 927us/step - loss: 0.3407 - accuracy: 0.8622
Epoch 345/500
113/113 [==============================] - 0s 846us/step - loss: 0.3401 - accuracy: 0.8611
Epoch 346/500
113/113 [==============================] - 0s 854us/step - loss: 0.3405 - accuracy: 0.8618
Epoch 347/500
113/113 [==============================] - 0s 846us/step - loss: 0.3403 - accuracy: 0.8614
Epoch 348/500
113/113 [==============================] - 0s 839us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 349/500
113/113 [==============================] - 0s 899us/step - loss: 0.3400 - accuracy: 0.8624
Epoch 350/500
113/113 [==============================] - 0s 858us/step - loss: 0.3411 - accuracy: 0.8625
Epoch 351/500
113/113 [==============================] - 0s 863us/step - loss: 0.3410 - accuracy: 0.8612
Epoch 352/500
113/113 [==============================] - 0s 889us/step - loss: 0.3405 - accuracy: 0.8612
Epoch 353/500
113/113 [==============================] - 0s 835us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 354/500
113/113 [==============================] - 0s 871us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 355/500
113/113 [==============================] - 0s 863us/step - loss: 0.3403 - accuracy: 0.8622
Epoch 356/500
113/113 [==============================] - 0s 873us/step - loss: 0.3404 - accuracy: 0.8611
Epoch 357/500
113/113 [==============================] - 0s 855us/step - loss: 0.3402 - accuracy: 0.8626
Epoch 358/500
113/113 [==============================] - 0s 838us/step - loss: 0.3402 - accuracy: 0.8621
Epoch 359/500
113/113 [==============================] - 0s 956us/step - loss: 0.3406 - accuracy: 0.8622
Epoch 360/500
113/113 [==============================] - 0s 852us/step - loss: 0.3403 - accuracy: 0.8603
Epoch 361/500
113/113 [==============================] - 0s 886us/step - loss: 0.3400 - accuracy: 0.8615
Epoch 362/500
113/113 [==============================] - 0s 848us/step - loss: 0.3408 - accuracy: 0.8608
Epoch 363/500
113/113 [==============================] - 0s 846us/step - loss: 0.3406 - accuracy: 0.8628
Epoch 364/500
113/113 [==============================] - 0s 858us/step - loss: 0.3406 - accuracy: 0.8612
Epoch 365/500
113/113 [==============================] - 0s 859us/step - loss: 0.3400 - accuracy: 0.8629
Epoch 366/500
113/113 [==============================] - 0s 873us/step - loss: 0.3400 - accuracy: 0.8612
Epoch 367/500
113/113 [==============================] - 0s 861us/step - loss: 0.3409 - accuracy: 0.8603
Epoch 368/500
113/113 [==============================] - 0s 843us/step - loss: 0.3403 - accuracy: 0.8614
Epoch 369/500
113/113 [==============================] - 0s 874us/step - loss: 0.3401 - accuracy: 0.8643
Epoch 370/500
113/113 [==============================] - 0s 865us/step - loss: 0.3405 - accuracy: 0.8601
Epoch 371/500
113/113 [==============================] - 0s 889us/step - loss: 0.3397 - accuracy: 0.8614
Epoch 372/500
113/113 [==============================] - 0s 832us/step - loss: 0.3402 - accuracy: 0.8611
Epoch 373/500
113/113 [==============================] - 0s 852us/step - loss: 0.3398 - accuracy: 0.8644
Epoch 374/500
113/113 [==============================] - 0s 865us/step - loss: 0.3407 - accuracy: 0.8603
Epoch 375/500
113/113 [==============================] - 0s 872us/step - loss: 0.3405 - accuracy: 0.8637
Epoch 376/500
113/113 [==============================] - 0s 864us/step - loss: 0.3403 - accuracy: 0.8618
Epoch 377/500
113/113 [==============================] - 0s 859us/step - loss: 0.3397 - accuracy: 0.8622
Epoch 378/500
113/113 [==============================] - 0s 847us/step - loss: 0.3401 - accuracy: 0.8612
Epoch 379/500
113/113 [==============================] - 0s 897us/step - loss: 0.3404 - accuracy: 0.8608
Epoch 380/500
113/113 [==============================] - 0s 870us/step - loss: 0.3403 - accuracy: 0.8619
Epoch 381/500
113/113 [==============================] - 0s 956us/step - loss: 0.3402 - accuracy: 0.8619
Epoch 382/500
113/113 [==============================] - 0s 836us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 383/500
113/113 [==============================] - 0s 831us/step - loss: 0.3403 - accuracy: 0.8610
Epoch 384/500
113/113 [==============================] - 0s 864us/step - loss: 0.3401 - accuracy: 0.8621
Epoch 385/500
113/113 [==============================] - 0s 835us/step - loss: 0.3401 - accuracy: 0.8603
Epoch 386/500
113/113 [==============================] - 0s 865us/step - loss: 0.3404 - accuracy: 0.8621
Epoch 387/500
113/113 [==============================] - 0s 832us/step - loss: 0.3406 - accuracy: 0.8618
Epoch 388/500
113/113 [==============================] - 0s 845us/step - loss: 0.3396 - accuracy: 0.8606
Epoch 389/500
113/113 [==============================] - 0s 861us/step - loss: 0.3406 - accuracy: 0.8600
Epoch 390/500
113/113 [==============================] - 0s 960us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 391/500
113/113 [==============================] - 0s 867us/step - loss: 0.3400 - accuracy: 0.8629
Epoch 392/500
113/113 [==============================] - 0s 827us/step - loss: 0.3402 - accuracy: 0.8596
Epoch 393/500
113/113 [==============================] - 0s 839us/step - loss: 0.3407 - accuracy: 0.8628
Epoch 394/500
113/113 [==============================] - 0s 959us/step - loss: 0.3402 - accuracy: 0.8639
Epoch 395/500
113/113 [==============================] - 0s 872us/step - loss: 0.3398 - accuracy: 0.8606
Epoch 396/500
113/113 [==============================] - 0s 855us/step - loss: 0.3396 - accuracy: 0.8601
Epoch 397/500
113/113 [==============================] - 0s 841us/step - loss: 0.3402 - accuracy: 0.8617
Epoch 398/500
113/113 [==============================] - 0s 833us/step - loss: 0.3398 - accuracy: 0.8608
Epoch 399/500
113/113 [==============================] - 0s 856us/step - loss: 0.3398 - accuracy: 0.8622
Epoch 400/500
113/113 [==============================] - 0s 886us/step - loss: 0.3399 - accuracy: 0.8611
Epoch 401/500
113/113 [==============================] - 0s 869us/step - loss: 0.3400 - accuracy: 0.8624
Epoch 402/500
113/113 [==============================] - 0s 871us/step - loss: 0.3401 - accuracy: 0.8611
Epoch 403/500
113/113 [==============================] - 0s 850us/step - loss: 0.3403 - accuracy: 0.8600
Epoch 404/500
113/113 [==============================] - 0s 844us/step - loss: 0.3396 - accuracy: 0.8614
Epoch 405/500
113/113 [==============================] - 0s 841us/step - loss: 0.3401 - accuracy: 0.8617
Epoch 406/500
113/113 [==============================] - 0s 903us/step - loss: 0.3402 - accuracy: 0.8607
Epoch 407/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3391 - accuracy: 0.8632
Epoch 408/500
113/113 [==============================] - 0s 828us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 409/500
113/113 [==============================] - 0s 944us/step - loss: 0.3396 - accuracy: 0.8628
Epoch 410/500
113/113 [==============================] - 0s 838us/step - loss: 0.3400 - accuracy: 0.8617
Epoch 411/500
113/113 [==============================] - 0s 847us/step - loss: 0.3396 - accuracy: 0.8629
Epoch 412/500
113/113 [==============================] - 0s 862us/step - loss: 0.3398 - accuracy: 0.8607
Epoch 413/500
113/113 [==============================] - 0s 841us/step - loss: 0.3393 - accuracy: 0.8611
Epoch 414/500
113/113 [==============================] - 0s 889us/step - loss: 0.3402 - accuracy: 0.8631
Epoch 415/500
113/113 [==============================] - 0s 870us/step - loss: 0.3398 - accuracy: 0.8603
Epoch 416/500
113/113 [==============================] - 0s 848us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 417/500
113/113 [==============================] - 0s 882us/step - loss: 0.3397 - accuracy: 0.8601
Epoch 418/500
113/113 [==============================] - 0s 844us/step - loss: 0.3395 - accuracy: 0.8607
Epoch 419/500
113/113 [==============================] - 0s 913us/step - loss: 0.3404 - accuracy: 0.8635
Epoch 420/500
113/113 [==============================] - 0s 885us/step - loss: 0.3399 - accuracy: 0.8607
Epoch 421/500
113/113 [==============================] - 0s 829us/step - loss: 0.3402 - accuracy: 0.8610
Epoch 422/500
113/113 [==============================] - 0s 873us/step - loss: 0.3395 - accuracy: 0.8617
Epoch 423/500
113/113 [==============================] - 0s 841us/step - loss: 0.3397 - accuracy: 0.8635
Epoch 424/500
113/113 [==============================] - 0s 864us/step - loss: 0.3392 - accuracy: 0.8624
Epoch 425/500
113/113 [==============================] - 0s 850us/step - loss: 0.3395 - accuracy: 0.8621
Epoch 426/500
113/113 [==============================] - 0s 843us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 427/500
113/113 [==============================] - 0s 855us/step - loss: 0.3402 - accuracy: 0.8612
Epoch 428/500
113/113 [==============================] - 0s 829us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 429/500
113/113 [==============================] - 0s 843us/step - loss: 0.3399 - accuracy: 0.8628
Epoch 430/500
113/113 [==============================] - 0s 956us/step - loss: 0.3396 - accuracy: 0.8628
Epoch 431/500
113/113 [==============================] - 0s 831us/step - loss: 0.3396 - accuracy: 0.8611
Epoch 432/500
113/113 [==============================] - 0s 863us/step - loss: 0.3399 - accuracy: 0.8618
Epoch 433/500
113/113 [==============================] - 0s 842us/step - loss: 0.3404 - accuracy: 0.8608
Epoch 434/500
113/113 [==============================] - 0s 835us/step - loss: 0.3400 - accuracy: 0.8619
Epoch 435/500
113/113 [==============================] - 0s 870us/step - loss: 0.3395 - accuracy: 0.8600
Epoch 436/500
113/113 [==============================] - 0s 844us/step - loss: 0.3393 - accuracy: 0.8617
Epoch 437/500
113/113 [==============================] - 0s 866us/step - loss: 0.3398 - accuracy: 0.8624
Epoch 438/500
113/113 [==============================] - 0s 882us/step - loss: 0.3398 - accuracy: 0.8617
Epoch 439/500
113/113 [==============================] - 0s 830us/step - loss: 0.3396 - accuracy: 0.8610
Epoch 440/500
113/113 [==============================] - 0s 909us/step - loss: 0.3398 - accuracy: 0.8624
Epoch 441/500
113/113 [==============================] - 0s 844us/step - loss: 0.3395 - accuracy: 0.8610
Epoch 442/500
113/113 [==============================] - 0s 925us/step - loss: 0.3395 - accuracy: 0.8631
Epoch 443/500
113/113 [==============================] - 0s 846us/step - loss: 0.3403 - accuracy: 0.8614
Epoch 444/500
113/113 [==============================] - 0s 856us/step - loss: 0.3394 - accuracy: 0.8624
Epoch 445/500
113/113 [==============================] - 0s 856us/step - loss: 0.3396 - accuracy: 0.8612
Epoch 446/500
113/113 [==============================] - 0s 836us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 447/500
113/113 [==============================] - 0s 879us/step - loss: 0.3396 - accuracy: 0.8615
Epoch 448/500
113/113 [==============================] - 0s 843us/step - loss: 0.3397 - accuracy: 0.8617
Epoch 449/500
113/113 [==============================] - 0s 885us/step - loss: 0.3398 - accuracy: 0.8632
Epoch 450/500
113/113 [==============================] - 0s 856us/step - loss: 0.3395 - accuracy: 0.8629
Epoch 451/500
113/113 [==============================] - 0s 886us/step - loss: 0.3391 - accuracy: 0.8622
Epoch 452/500
113/113 [==============================] - 0s 874us/step - loss: 0.3392 - accuracy: 0.8618
Epoch 453/500
113/113 [==============================] - 0s 843us/step - loss: 0.3396 - accuracy: 0.8610
Epoch 454/500
113/113 [==============================] - 0s 861us/step - loss: 0.3397 - accuracy: 0.8621
Epoch 455/500
113/113 [==============================] - 0s 856us/step - loss: 0.3391 - accuracy: 0.8624
Epoch 456/500
113/113 [==============================] - 0s 845us/step - loss: 0.3394 - accuracy: 0.8637
Epoch 457/500
113/113 [==============================] - 0s 880us/step - loss: 0.3393 - accuracy: 0.8624
Epoch 458/500
113/113 [==============================] - 0s 843us/step - loss: 0.3393 - accuracy: 0.8626
Epoch 459/500
113/113 [==============================] - 0s 906us/step - loss: 0.3400 - accuracy: 0.8624
Epoch 460/500
113/113 [==============================] - 0s 873us/step - loss: 0.3397 - accuracy: 0.8628
Epoch 461/500
113/113 [==============================] - 0s 880us/step - loss: 0.3390 - accuracy: 0.8621
Epoch 462/500
113/113 [==============================] - 0s 874us/step - loss: 0.3394 - accuracy: 0.8608
Epoch 463/500
113/113 [==============================] - 0s 835us/step - loss: 0.3391 - accuracy: 0.8618
Epoch 464/500
113/113 [==============================] - 0s 862us/step - loss: 0.3393 - accuracy: 0.8606
Epoch 465/500
113/113 [==============================] - 0s 843us/step - loss: 0.3394 - accuracy: 0.8617
Epoch 466/500
113/113 [==============================] - 0s 836us/step - loss: 0.3396 - accuracy: 0.8624
Epoch 467/500
113/113 [==============================] - 0s 870us/step - loss: 0.3394 - accuracy: 0.8635
Epoch 468/500
113/113 [==============================] - 0s 861us/step - loss: 0.3392 - accuracy: 0.8614
Epoch 469/500
113/113 [==============================] - 0s 927us/step - loss: 0.3395 - accuracy: 0.8604
Epoch 470/500
113/113 [==============================] - 0s 870us/step - loss: 0.3394 - accuracy: 0.8618
Epoch 471/500
113/113 [==============================] - 0s 836us/step - loss: 0.3391 - accuracy: 0.8619
Epoch 472/500
113/113 [==============================] - 0s 882us/step - loss: 0.3389 - accuracy: 0.8628
Epoch 473/500
113/113 [==============================] - 0s 848us/step - loss: 0.3387 - accuracy: 0.8619
Epoch 474/500
113/113 [==============================] - 0s 879us/step - loss: 0.3396 - accuracy: 0.8619
Epoch 475/500
113/113 [==============================] - 0s 867us/step - loss: 0.3387 - accuracy: 0.8611
Epoch 476/500
113/113 [==============================] - 0s 848us/step - loss: 0.3391 - accuracy: 0.8625
Epoch 477/500
113/113 [==============================] - 0s 869us/step - loss: 0.3406 - accuracy: 0.8612
Epoch 478/500
113/113 [==============================] - 0s 842us/step - loss: 0.3395 - accuracy: 0.8617
Epoch 479/500
113/113 [==============================] - 0s 854us/step - loss: 0.3398 - accuracy: 0.8601
Epoch 480/500
113/113 [==============================] - 0s 959us/step - loss: 0.3392 - accuracy: 0.8633
Epoch 481/500
113/113 [==============================] - 0s 839us/step - loss: 0.3394 - accuracy: 0.8621
Epoch 482/500
113/113 [==============================] - 0s 866us/step - loss: 0.3389 - accuracy: 0.8615
Epoch 483/500
113/113 [==============================] - 0s 839us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 484/500
113/113 [==============================] - 0s 855us/step - loss: 0.3398 - accuracy: 0.8618
Epoch 485/500
113/113 [==============================] - 0s 838us/step - loss: 0.3392 - accuracy: 0.8604
Epoch 486/500
113/113 [==============================] - 0s 836us/step - loss: 0.3389 - accuracy: 0.8611
Epoch 487/500
113/113 [==============================] - 0s 854us/step - loss: 0.3390 - accuracy: 0.8624
Epoch 488/500
113/113 [==============================] - 0s 830us/step - loss: 0.3392 - accuracy: 0.8624
Epoch 489/500
113/113 [==============================] - 0s 828us/step - loss: 0.3388 - accuracy: 0.8619
Epoch 490/500
113/113 [==============================] - 0s 911us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 491/500
113/113 [==============================] - 0s 874us/step - loss: 0.3398 - accuracy: 0.8625
Epoch 492/500
113/113 [==============================] - 0s 867us/step - loss: 0.3394 - accuracy: 0.8615
Epoch 493/500
113/113 [==============================] - 0s 836us/step - loss: 0.3387 - accuracy: 0.8629
Epoch 494/500
113/113 [==============================] - 0s 846us/step - loss: 0.3391 - accuracy: 0.8644
Epoch 495/500
113/113 [==============================] - 0s 876us/step - loss: 0.3392 - accuracy: 0.8619
Epoch 496/500
113/113 [==============================] - 0s 836us/step - loss: 0.3393 - accuracy: 0.8631
Epoch 497/500
113/113 [==============================] - 0s 869us/step - loss: 0.3391 - accuracy: 0.8617
Epoch 498/500
113/113 [==============================] - 0s 838us/step - loss: 0.3395 - accuracy: 0.8615
Epoch 499/500
113/113 [==============================] - 0s 834us/step - loss: 0.3385 - accuracy: 0.8643
Epoch 500/500
113/113 [==============================] - 0s 956us/step - loss: 0.3397 - accuracy: 0.8610
Epoch 1/500
113/113 [==============================] - 0s 865us/step - loss: 0.6737 - accuracy: 0.7925
Epoch 2/500
113/113 [==============================] - 0s 846us/step - loss: 0.5745 - accuracy: 0.7985
Epoch 3/500
113/113 [==============================] - 0s 910us/step - loss: 0.4570 - accuracy: 0.7985
Epoch 4/500
113/113 [==============================] - 0s 833us/step - loss: 0.4377 - accuracy: 0.7985
Epoch 5/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4334 - accuracy: 0.7985
Epoch 6/500
113/113 [==============================] - 0s 974us/step - loss: 0.4307 - accuracy: 0.7985
Epoch 7/500
113/113 [==============================] - 0s 799us/step - loss: 0.4286 - accuracy: 0.7985
Epoch 8/500
113/113 [==============================] - 0s 803us/step - loss: 0.4269 - accuracy: 0.7985
Epoch 9/500
113/113 [==============================] - 0s 815us/step - loss: 0.4256 - accuracy: 0.7985
Epoch 10/500
113/113 [==============================] - 0s 802us/step - loss: 0.4244 - accuracy: 0.7985
Epoch 11/500
113/113 [==============================] - 0s 812us/step - loss: 0.4230 - accuracy: 0.7985
Epoch 12/500
113/113 [==============================] - 0s 800us/step - loss: 0.4216 - accuracy: 0.8043
Epoch 13/500
113/113 [==============================] - 0s 813us/step - loss: 0.4200 - accuracy: 0.8171
Epoch 14/500
113/113 [==============================] - 0s 799us/step - loss: 0.4180 - accuracy: 0.8208
Epoch 15/500
113/113 [==============================] - 0s 833us/step - loss: 0.4160 - accuracy: 0.8254
Epoch 16/500
113/113 [==============================] - 0s 845us/step - loss: 0.4139 - accuracy: 0.8292
Epoch 17/500
113/113 [==============================] - 0s 834us/step - loss: 0.4118 - accuracy: 0.8303
Epoch 18/500
113/113 [==============================] - 0s 817us/step - loss: 0.4097 - accuracy: 0.8301
Epoch 19/500
113/113 [==============================] - 0s 797us/step - loss: 0.4077 - accuracy: 0.8325
Epoch 20/500
113/113 [==============================] - 0s 802us/step - loss: 0.4059 - accuracy: 0.8344
Epoch 21/500
113/113 [==============================] - 0s 809us/step - loss: 0.4045 - accuracy: 0.8361
Epoch 22/500
113/113 [==============================] - 0s 840us/step - loss: 0.4033 - accuracy: 0.8360
Epoch 23/500
113/113 [==============================] - 0s 804us/step - loss: 0.4020 - accuracy: 0.8360
Epoch 24/500
113/113 [==============================] - 0s 805us/step - loss: 0.4010 - accuracy: 0.8368
Epoch 25/500
113/113 [==============================] - 0s 809us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 26/500
113/113 [==============================] - 0s 859us/step - loss: 0.3991 - accuracy: 0.8369
Epoch 27/500
113/113 [==============================] - 0s 850us/step - loss: 0.3985 - accuracy: 0.8372
Epoch 28/500
113/113 [==============================] - 0s 832us/step - loss: 0.3978 - accuracy: 0.8372
Epoch 29/500
113/113 [==============================] - 0s 818us/step - loss: 0.3972 - accuracy: 0.8365
Epoch 30/500
113/113 [==============================] - 0s 821us/step - loss: 0.3969 - accuracy: 0.8365
Epoch 31/500
113/113 [==============================] - 0s 832us/step - loss: 0.3962 - accuracy: 0.8382
Epoch 32/500
113/113 [==============================] - 0s 835us/step - loss: 0.3959 - accuracy: 0.8372
Epoch 33/500
113/113 [==============================] - 0s 824us/step - loss: 0.3954 - accuracy: 0.8372
Epoch 34/500
113/113 [==============================] - 0s 834us/step - loss: 0.3951 - accuracy: 0.8382
Epoch 35/500
113/113 [==============================] - 0s 832us/step - loss: 0.3948 - accuracy: 0.8378
Epoch 36/500
113/113 [==============================] - 0s 829us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 37/500
113/113 [==============================] - 0s 873us/step - loss: 0.3943 - accuracy: 0.8385
Epoch 38/500
113/113 [==============================] - 0s 834us/step - loss: 0.3938 - accuracy: 0.8375
Epoch 39/500
113/113 [==============================] - 0s 876us/step - loss: 0.3937 - accuracy: 0.8378
Epoch 40/500
113/113 [==============================] - 0s 838us/step - loss: 0.3934 - accuracy: 0.8378
Epoch 41/500
113/113 [==============================] - 0s 834us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 42/500
113/113 [==============================] - 0s 841us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 43/500
113/113 [==============================] - 0s 818us/step - loss: 0.3927 - accuracy: 0.8385
Epoch 44/500
113/113 [==============================] - 0s 840us/step - loss: 0.3926 - accuracy: 0.8376
Epoch 45/500
113/113 [==============================] - 0s 833us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 46/500
113/113 [==============================] - 0s 836us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 47/500
113/113 [==============================] - 0s 902us/step - loss: 0.3922 - accuracy: 0.8388
Epoch 48/500
113/113 [==============================] - 0s 825us/step - loss: 0.3919 - accuracy: 0.8389
Epoch 49/500
113/113 [==============================] - 0s 828us/step - loss: 0.3917 - accuracy: 0.8383
Epoch 50/500
113/113 [==============================] - 0s 882us/step - loss: 0.3915 - accuracy: 0.8381
Epoch 51/500
113/113 [==============================] - 0s 886us/step - loss: 0.3917 - accuracy: 0.8382
Epoch 52/500
113/113 [==============================] - 0s 829us/step - loss: 0.3912 - accuracy: 0.8392
Epoch 53/500
113/113 [==============================] - 0s 831us/step - loss: 0.3913 - accuracy: 0.8396
Epoch 54/500
113/113 [==============================] - 0s 823us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 55/500
113/113 [==============================] - 0s 820us/step - loss: 0.3910 - accuracy: 0.8400
Epoch 56/500
113/113 [==============================] - 0s 826us/step - loss: 0.3908 - accuracy: 0.8383
Epoch 57/500
113/113 [==============================] - 0s 932us/step - loss: 0.3907 - accuracy: 0.8397
Epoch 58/500
113/113 [==============================] - 0s 848us/step - loss: 0.3907 - accuracy: 0.8399
Epoch 59/500
113/113 [==============================] - 0s 833us/step - loss: 0.3906 - accuracy: 0.8394
Epoch 60/500
113/113 [==============================] - 0s 884us/step - loss: 0.3906 - accuracy: 0.8393
Epoch 61/500
113/113 [==============================] - 0s 882us/step - loss: 0.3905 - accuracy: 0.8393
Epoch 62/500
113/113 [==============================] - 0s 831us/step - loss: 0.3902 - accuracy: 0.8397
Epoch 63/500
113/113 [==============================] - 0s 861us/step - loss: 0.3903 - accuracy: 0.8396
Epoch 64/500
113/113 [==============================] - 0s 874us/step - loss: 0.3902 - accuracy: 0.8388
Epoch 65/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3901 - accuracy: 0.8397
Epoch 66/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3900 - accuracy: 0.8396
Epoch 67/500
113/113 [==============================] - 0s 850us/step - loss: 0.3897 - accuracy: 0.8390
Epoch 68/500
113/113 [==============================] - 0s 830us/step - loss: 0.3901 - accuracy: 0.8390
Epoch 69/500
113/113 [==============================] - 0s 824us/step - loss: 0.3897 - accuracy: 0.8397
Epoch 70/500
113/113 [==============================] - 0s 836us/step - loss: 0.3897 - accuracy: 0.8399
Epoch 71/500
113/113 [==============================] - 0s 833us/step - loss: 0.3897 - accuracy: 0.8393
Epoch 72/500
113/113 [==============================] - 0s 849us/step - loss: 0.3896 - accuracy: 0.8386
Epoch 73/500
113/113 [==============================] - 0s 827us/step - loss: 0.3897 - accuracy: 0.8389
Epoch 74/500
113/113 [==============================] - 0s 850us/step - loss: 0.3895 - accuracy: 0.8388
Epoch 75/500
113/113 [==============================] - 0s 882us/step - loss: 0.3895 - accuracy: 0.8393
Epoch 76/500
113/113 [==============================] - 0s 931us/step - loss: 0.3895 - accuracy: 0.8386
Epoch 77/500
113/113 [==============================] - 0s 847us/step - loss: 0.3895 - accuracy: 0.8389
Epoch 78/500
113/113 [==============================] - 0s 834us/step - loss: 0.3894 - accuracy: 0.8392
Epoch 79/500
113/113 [==============================] - 0s 820us/step - loss: 0.3894 - accuracy: 0.8399
Epoch 80/500
113/113 [==============================] - 0s 823us/step - loss: 0.3892 - accuracy: 0.8397
Epoch 81/500
113/113 [==============================] - 0s 825us/step - loss: 0.3894 - accuracy: 0.8379
Epoch 82/500
113/113 [==============================] - 0s 835us/step - loss: 0.3892 - accuracy: 0.8389
Epoch 83/500
113/113 [==============================] - 0s 827us/step - loss: 0.3891 - accuracy: 0.8385
Epoch 84/500
113/113 [==============================] - 0s 881us/step - loss: 0.3893 - accuracy: 0.8388
Epoch 85/500
113/113 [==============================] - 0s 828us/step - loss: 0.3891 - accuracy: 0.8394
Epoch 86/500
113/113 [==============================] - 0s 904us/step - loss: 0.3892 - accuracy: 0.8392
Epoch 87/500
113/113 [==============================] - 0s 885us/step - loss: 0.3889 - accuracy: 0.8390
Epoch 88/500
113/113 [==============================] - 0s 841us/step - loss: 0.3890 - accuracy: 0.8389
Epoch 89/500
113/113 [==============================] - 0s 843us/step - loss: 0.3890 - accuracy: 0.8396
Epoch 90/500
113/113 [==============================] - 0s 835us/step - loss: 0.3890 - accuracy: 0.8393
Epoch 91/500
113/113 [==============================] - 0s 841us/step - loss: 0.3891 - accuracy: 0.8407
Epoch 92/500
113/113 [==============================] - 0s 858us/step - loss: 0.3888 - accuracy: 0.8383
Epoch 93/500
113/113 [==============================] - 0s 840us/step - loss: 0.3887 - accuracy: 0.8390
Epoch 94/500
113/113 [==============================] - 0s 861us/step - loss: 0.3888 - accuracy: 0.8389
Epoch 95/500
113/113 [==============================] - 0s 836us/step - loss: 0.3886 - accuracy: 0.8388
Epoch 96/500
113/113 [==============================] - 0s 878us/step - loss: 0.3886 - accuracy: 0.8383
Epoch 97/500
113/113 [==============================] - 0s 898us/step - loss: 0.3887 - accuracy: 0.8385
Epoch 98/500
113/113 [==============================] - 0s 878us/step - loss: 0.3887 - accuracy: 0.8392
Epoch 99/500
113/113 [==============================] - 0s 837us/step - loss: 0.3886 - accuracy: 0.8410
Epoch 100/500
113/113 [==============================] - 0s 852us/step - loss: 0.3885 - accuracy: 0.8390
Epoch 101/500
113/113 [==============================] - 0s 843us/step - loss: 0.3885 - accuracy: 0.8392
Epoch 102/500
113/113 [==============================] - 0s 845us/step - loss: 0.3883 - accuracy: 0.8389
Epoch 103/500
113/113 [==============================] - 0s 838us/step - loss: 0.3885 - accuracy: 0.8383
Epoch 104/500
113/113 [==============================] - 0s 862us/step - loss: 0.3885 - accuracy: 0.8397
Epoch 105/500
113/113 [==============================] - 0s 847us/step - loss: 0.3883 - accuracy: 0.8394
Epoch 106/500
113/113 [==============================] - 0s 879us/step - loss: 0.3886 - accuracy: 0.8397
Epoch 107/500
113/113 [==============================] - 0s 878us/step - loss: 0.3885 - accuracy: 0.8392
Epoch 108/500
113/113 [==============================] - 0s 835us/step - loss: 0.3884 - accuracy: 0.8394
Epoch 109/500
113/113 [==============================] - 0s 849us/step - loss: 0.3885 - accuracy: 0.8401
Epoch 110/500
113/113 [==============================] - 0s 858us/step - loss: 0.3883 - accuracy: 0.8399
Epoch 111/500
113/113 [==============================] - 0s 902us/step - loss: 0.3883 - accuracy: 0.8397
Epoch 112/500
113/113 [==============================] - 0s 821us/step - loss: 0.3884 - accuracy: 0.8397
Epoch 113/500
113/113 [==============================] - 0s 860us/step - loss: 0.3883 - accuracy: 0.8385
Epoch 114/500
113/113 [==============================] - 0s 843us/step - loss: 0.3882 - accuracy: 0.8399
Epoch 115/500
113/113 [==============================] - 0s 847us/step - loss: 0.3884 - accuracy: 0.8393
Epoch 116/500
113/113 [==============================] - 0s 868us/step - loss: 0.3882 - accuracy: 0.8408
Epoch 117/500
113/113 [==============================] - 0s 851us/step - loss: 0.3882 - accuracy: 0.8399
Epoch 118/500
113/113 [==============================] - 0s 874us/step - loss: 0.3884 - accuracy: 0.8401
Epoch 119/500
113/113 [==============================] - 0s 845us/step - loss: 0.3883 - accuracy: 0.8399
Epoch 120/500
113/113 [==============================] - 0s 842us/step - loss: 0.3881 - accuracy: 0.8403
Epoch 121/500
113/113 [==============================] - 0s 837us/step - loss: 0.3882 - accuracy: 0.8397
Epoch 122/500
113/113 [==============================] - 0s 838us/step - loss: 0.3879 - accuracy: 0.8411
Epoch 123/500
113/113 [==============================] - 0s 990us/step - loss: 0.3881 - accuracy: 0.8400
Epoch 124/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3882 - accuracy: 0.8404
Epoch 125/500
113/113 [==============================] - 0s 828us/step - loss: 0.3880 - accuracy: 0.8407
Epoch 126/500
113/113 [==============================] - 0s 909us/step - loss: 0.3880 - accuracy: 0.8407
Epoch 127/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8399
Epoch 128/500
113/113 [==============================] - 0s 955us/step - loss: 0.3881 - accuracy: 0.8401
Epoch 129/500
113/113 [==============================] - 0s 866us/step - loss: 0.3882 - accuracy: 0.8397
Epoch 130/500
113/113 [==============================] - 0s 883us/step - loss: 0.3881 - accuracy: 0.8410
Epoch 131/500
113/113 [==============================] - 0s 905us/step - loss: 0.3879 - accuracy: 0.8406
Epoch 132/500
113/113 [==============================] - 0s 851us/step - loss: 0.3879 - accuracy: 0.8408
Epoch 133/500
113/113 [==============================] - 0s 899us/step - loss: 0.3877 - accuracy: 0.8404
Epoch 134/500
113/113 [==============================] - 0s 822us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 135/500
113/113 [==============================] - 0s 848us/step - loss: 0.3879 - accuracy: 0.8408
Epoch 136/500
113/113 [==============================] - 0s 868us/step - loss: 0.3878 - accuracy: 0.8411
Epoch 137/500
113/113 [==============================] - 0s 860us/step - loss: 0.3879 - accuracy: 0.8413
Epoch 138/500
113/113 [==============================] - 0s 931us/step - loss: 0.3876 - accuracy: 0.8404
Epoch 139/500
113/113 [==============================] - 0s 829us/step - loss: 0.3877 - accuracy: 0.8407
Epoch 140/500
113/113 [==============================] - 0s 839us/step - loss: 0.3876 - accuracy: 0.8410
Epoch 141/500
113/113 [==============================] - 0s 882us/step - loss: 0.3875 - accuracy: 0.8400
Epoch 142/500
113/113 [==============================] - 0s 855us/step - loss: 0.3876 - accuracy: 0.8411
Epoch 143/500
113/113 [==============================] - 0s 874us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 144/500
113/113 [==============================] - 0s 837us/step - loss: 0.3878 - accuracy: 0.8400
Epoch 145/500
113/113 [==============================] - 0s 833us/step - loss: 0.3876 - accuracy: 0.8403
Epoch 146/500
113/113 [==============================] - 0s 867us/step - loss: 0.3877 - accuracy: 0.8392
Epoch 147/500
113/113 [==============================] - 0s 960us/step - loss: 0.3875 - accuracy: 0.8403
Epoch 148/500
113/113 [==============================] - 0s 863us/step - loss: 0.3876 - accuracy: 0.8399
Epoch 149/500
113/113 [==============================] - 0s 835us/step - loss: 0.3874 - accuracy: 0.8407
Epoch 150/500
113/113 [==============================] - 0s 835us/step - loss: 0.3875 - accuracy: 0.8410
Epoch 151/500
113/113 [==============================] - 0s 875us/step - loss: 0.3875 - accuracy: 0.8404
Epoch 152/500
113/113 [==============================] - 0s 851us/step - loss: 0.3873 - accuracy: 0.8399
Epoch 153/500
113/113 [==============================] - 0s 874us/step - loss: 0.3875 - accuracy: 0.8408
Epoch 154/500
113/113 [==============================] - 0s 906us/step - loss: 0.3876 - accuracy: 0.8410
Epoch 155/500
113/113 [==============================] - 0s 829us/step - loss: 0.3876 - accuracy: 0.8413
Epoch 156/500
113/113 [==============================] - 0s 881us/step - loss: 0.3875 - accuracy: 0.8397
Epoch 157/500
113/113 [==============================] - 0s 864us/step - loss: 0.3875 - accuracy: 0.8401
Epoch 158/500
113/113 [==============================] - 0s 872us/step - loss: 0.3874 - accuracy: 0.8414
Epoch 159/500
113/113 [==============================] - 0s 850us/step - loss: 0.3875 - accuracy: 0.8408
Epoch 160/500
113/113 [==============================] - 0s 854us/step - loss: 0.3874 - accuracy: 0.8413
Epoch 161/500
113/113 [==============================] - 0s 866us/step - loss: 0.3875 - accuracy: 0.8413
Epoch 162/500
113/113 [==============================] - 0s 872us/step - loss: 0.3872 - accuracy: 0.8417
Epoch 163/500
113/113 [==============================] - 0s 885us/step - loss: 0.3873 - accuracy: 0.8411
Epoch 164/500
113/113 [==============================] - 0s 851us/step - loss: 0.3872 - accuracy: 0.8411
Epoch 165/500
113/113 [==============================] - 0s 847us/step - loss: 0.3874 - accuracy: 0.8406
Epoch 166/500
113/113 [==============================] - 0s 966us/step - loss: 0.3872 - accuracy: 0.8407
Epoch 167/500
113/113 [==============================] - 0s 866us/step - loss: 0.3872 - accuracy: 0.8403
Epoch 168/500
113/113 [==============================] - 0s 872us/step - loss: 0.3872 - accuracy: 0.8407
Epoch 169/500
113/113 [==============================] - 0s 850us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 170/500
113/113 [==============================] - 0s 849us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 171/500
113/113 [==============================] - 0s 862us/step - loss: 0.3873 - accuracy: 0.8413
Epoch 172/500
113/113 [==============================] - 0s 869us/step - loss: 0.3874 - accuracy: 0.8403
Epoch 173/500
113/113 [==============================] - 0s 883us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 174/500
113/113 [==============================] - 0s 858us/step - loss: 0.3873 - accuracy: 0.8410
Epoch 175/500
113/113 [==============================] - 0s 910us/step - loss: 0.3872 - accuracy: 0.8415
Epoch 176/500
113/113 [==============================] - 0s 866us/step - loss: 0.3872 - accuracy: 0.8414
Epoch 177/500
113/113 [==============================] - 0s 860us/step - loss: 0.3871 - accuracy: 0.8406
Epoch 178/500
113/113 [==============================] - 0s 866us/step - loss: 0.3871 - accuracy: 0.8418
Epoch 179/500
113/113 [==============================] - 0s 852us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 180/500
113/113 [==============================] - 0s 851us/step - loss: 0.3871 - accuracy: 0.8413
Epoch 181/500
113/113 [==============================] - 0s 856us/step - loss: 0.3872 - accuracy: 0.8411
Epoch 182/500
113/113 [==============================] - 0s 849us/step - loss: 0.3871 - accuracy: 0.8417
Epoch 183/500
113/113 [==============================] - 0s 882us/step - loss: 0.3871 - accuracy: 0.8401
Epoch 184/500
113/113 [==============================] - 0s 838us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 185/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3873 - accuracy: 0.8410
Epoch 186/500
113/113 [==============================] - 0s 854us/step - loss: 0.3872 - accuracy: 0.8410
Epoch 187/500
113/113 [==============================] - 0s 846us/step - loss: 0.3870 - accuracy: 0.8425
Epoch 188/500
113/113 [==============================] - 0s 900us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 189/500
113/113 [==============================] - 0s 847us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 190/500
113/113 [==============================] - 0s 828us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 191/500
113/113 [==============================] - 0s 863us/step - loss: 0.3869 - accuracy: 0.8418
Epoch 192/500
113/113 [==============================] - 0s 852us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 193/500
113/113 [==============================] - 0s 874us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 194/500
113/113 [==============================] - 0s 837us/step - loss: 0.3869 - accuracy: 0.8414
Epoch 195/500
113/113 [==============================] - 0s 924us/step - loss: 0.3868 - accuracy: 0.8414
Epoch 196/500
113/113 [==============================] - 0s 850us/step - loss: 0.3868 - accuracy: 0.8424
Epoch 197/500
113/113 [==============================] - 0s 883us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 198/500
113/113 [==============================] - 0s 867us/step - loss: 0.3872 - accuracy: 0.8411
Epoch 199/500
113/113 [==============================] - 0s 834us/step - loss: 0.3868 - accuracy: 0.8415
Epoch 200/500
113/113 [==============================] - 0s 834us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 201/500
113/113 [==============================] - 0s 874us/step - loss: 0.3869 - accuracy: 0.8428
Epoch 202/500
113/113 [==============================] - 0s 851us/step - loss: 0.3868 - accuracy: 0.8422
Epoch 203/500
113/113 [==============================] - 0s 867us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 204/500
113/113 [==============================] - 0s 847us/step - loss: 0.3871 - accuracy: 0.8413
Epoch 205/500
113/113 [==============================] - 0s 880us/step - loss: 0.3868 - accuracy: 0.8417
Epoch 206/500
113/113 [==============================] - 0s 905us/step - loss: 0.3868 - accuracy: 0.8413
Epoch 207/500
113/113 [==============================] - 0s 845us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 208/500
113/113 [==============================] - 0s 870us/step - loss: 0.3869 - accuracy: 0.8419
Epoch 209/500
113/113 [==============================] - 0s 849us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 210/500
113/113 [==============================] - 0s 858us/step - loss: 0.3868 - accuracy: 0.8408
Epoch 211/500
113/113 [==============================] - 0s 880us/step - loss: 0.3871 - accuracy: 0.8408
Epoch 212/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8413
Epoch 213/500
113/113 [==============================] - 0s 992us/step - loss: 0.3868 - accuracy: 0.8425
Epoch 214/500
113/113 [==============================] - 0s 835us/step - loss: 0.3867 - accuracy: 0.8396
Epoch 215/500
113/113 [==============================] - 0s 936us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 216/500
113/113 [==============================] - 0s 856us/step - loss: 0.3871 - accuracy: 0.8415
Epoch 217/500
113/113 [==============================] - 0s 840us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 218/500
113/113 [==============================] - 0s 865us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 219/500
113/113 [==============================] - 0s 842us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 220/500
113/113 [==============================] - 0s 864us/step - loss: 0.3869 - accuracy: 0.8406
Epoch 221/500
113/113 [==============================] - 0s 837us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 222/500
113/113 [==============================] - 0s 859us/step - loss: 0.3868 - accuracy: 0.8400
Epoch 223/500
113/113 [==============================] - 0s 874us/step - loss: 0.3870 - accuracy: 0.8415
Epoch 224/500
113/113 [==============================] - 0s 841us/step - loss: 0.3867 - accuracy: 0.8415
Epoch 225/500
113/113 [==============================] - 0s 987us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 226/500
113/113 [==============================] - 0s 835us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 227/500
113/113 [==============================] - 0s 866us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 228/500
113/113 [==============================] - 0s 866us/step - loss: 0.3866 - accuracy: 0.8400
Epoch 229/500
113/113 [==============================] - 0s 846us/step - loss: 0.3869 - accuracy: 0.8411
Epoch 230/500
113/113 [==============================] - 0s 874us/step - loss: 0.3873 - accuracy: 0.8401
Epoch 231/500
113/113 [==============================] - 0s 845us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 232/500
113/113 [==============================] - 0s 865us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 233/500
113/113 [==============================] - 0s 871us/step - loss: 0.3869 - accuracy: 0.8413
Epoch 234/500
113/113 [==============================] - 0s 844us/step - loss: 0.3866 - accuracy: 0.8406
Epoch 235/500
113/113 [==============================] - 0s 983us/step - loss: 0.3867 - accuracy: 0.8406
Epoch 236/500
113/113 [==============================] - 0s 838us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 237/500
113/113 [==============================] - 0s 940us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 238/500
113/113 [==============================] - 0s 845us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 239/500
113/113 [==============================] - 0s 838us/step - loss: 0.3868 - accuracy: 0.8401
Epoch 240/500
113/113 [==============================] - 0s 867us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 241/500
113/113 [==============================] - 0s 842us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 242/500
113/113 [==============================] - 0s 856us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 243/500
113/113 [==============================] - 0s 863us/step - loss: 0.3865 - accuracy: 0.8418
Epoch 244/500
113/113 [==============================] - 0s 859us/step - loss: 0.3866 - accuracy: 0.8401
Epoch 245/500
113/113 [==============================] - 0s 978us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 246/500
113/113 [==============================] - 0s 846us/step - loss: 0.3868 - accuracy: 0.8411
Epoch 247/500
113/113 [==============================] - 0s 861us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 248/500
113/113 [==============================] - 0s 853us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 249/500
113/113 [==============================] - 0s 849us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 250/500
113/113 [==============================] - 0s 885us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 251/500
113/113 [==============================] - 0s 855us/step - loss: 0.3868 - accuracy: 0.8406
Epoch 252/500
113/113 [==============================] - 0s 867us/step - loss: 0.3869 - accuracy: 0.8407
Epoch 253/500
113/113 [==============================] - 0s 840us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 254/500
113/113 [==============================] - 0s 833us/step - loss: 0.3867 - accuracy: 0.8399
Epoch 255/500
113/113 [==============================] - 0s 957us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 256/500
113/113 [==============================] - 0s 842us/step - loss: 0.3866 - accuracy: 0.8424
Epoch 257/500
113/113 [==============================] - 0s 869us/step - loss: 0.3867 - accuracy: 0.8415
Epoch 258/500
113/113 [==============================] - 0s 831us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 259/500
113/113 [==============================] - 0s 836us/step - loss: 0.3866 - accuracy: 0.8418
Epoch 260/500
113/113 [==============================] - 0s 859us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 261/500
113/113 [==============================] - 0s 837us/step - loss: 0.3865 - accuracy: 0.8401
Epoch 262/500
113/113 [==============================] - 0s 862us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 263/500
113/113 [==============================] - 0s 848us/step - loss: 0.3867 - accuracy: 0.8410
Epoch 264/500
113/113 [==============================] - 0s 875us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 265/500
113/113 [==============================] - 0s 881us/step - loss: 0.3866 - accuracy: 0.8401
Epoch 266/500
113/113 [==============================] - 0s 840us/step - loss: 0.3864 - accuracy: 0.8408
Epoch 267/500
113/113 [==============================] - 0s 866us/step - loss: 0.3867 - accuracy: 0.8411
Epoch 268/500
113/113 [==============================] - 0s 839us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 269/500
113/113 [==============================] - 0s 845us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 270/500
113/113 [==============================] - 0s 868us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 271/500
113/113 [==============================] - 0s 841us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 272/500
113/113 [==============================] - 0s 840us/step - loss: 0.3868 - accuracy: 0.8415
Epoch 273/500
113/113 [==============================] - 0s 859us/step - loss: 0.3863 - accuracy: 0.8418
Epoch 274/500
113/113 [==============================] - 0s 858us/step - loss: 0.3868 - accuracy: 0.8406
Epoch 275/500
113/113 [==============================] - 0s 932us/step - loss: 0.3865 - accuracy: 0.8403
Epoch 276/500
113/113 [==============================] - 0s 838us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 277/500
113/113 [==============================] - 0s 846us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 278/500
113/113 [==============================] - 0s 873us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 279/500
113/113 [==============================] - 0s 844us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 280/500
113/113 [==============================] - 0s 875us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 281/500
113/113 [==============================] - 0s 848us/step - loss: 0.3867 - accuracy: 0.8421
Epoch 282/500
113/113 [==============================] - 0s 878us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 283/500
113/113 [==============================] - 0s 883us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 284/500
113/113 [==============================] - 0s 994us/step - loss: 0.3866 - accuracy: 0.8401
Epoch 285/500
113/113 [==============================] - 0s 943us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 286/500
113/113 [==============================] - 0s 839us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 287/500
113/113 [==============================] - 0s 878us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 288/500
113/113 [==============================] - 0s 842us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 289/500
113/113 [==============================] - 0s 834us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 290/500
113/113 [==============================] - 0s 866us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 291/500
113/113 [==============================] - 0s 837us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 292/500
113/113 [==============================] - 0s 885us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 293/500
113/113 [==============================] - 0s 850us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 294/500
113/113 [==============================] - 0s 850us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 295/500
113/113 [==============================] - 0s 922us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 296/500
113/113 [==============================] - 0s 839us/step - loss: 0.3863 - accuracy: 0.8410
Epoch 297/500
113/113 [==============================] - 0s 952us/step - loss: 0.3867 - accuracy: 0.8414
Epoch 298/500
113/113 [==============================] - 0s 838us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 299/500
113/113 [==============================] - 0s 838us/step - loss: 0.3866 - accuracy: 0.8426
Epoch 300/500
113/113 [==============================] - 0s 896us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 301/500
113/113 [==============================] - 0s 816us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 302/500
113/113 [==============================] - 0s 916us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 303/500
113/113 [==============================] - 0s 845us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 304/500
113/113 [==============================] - 0s 863us/step - loss: 0.3864 - accuracy: 0.8401
Epoch 305/500
113/113 [==============================] - 0s 916us/step - loss: 0.3866 - accuracy: 0.8421
Epoch 306/500
113/113 [==============================] - 0s 835us/step - loss: 0.3864 - accuracy: 0.8404
Epoch 307/500
113/113 [==============================] - 0s 874us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 308/500
113/113 [==============================] - 0s 845us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 309/500
113/113 [==============================] - 0s 858us/step - loss: 0.3866 - accuracy: 0.8414
Epoch 310/500
113/113 [==============================] - 0s 866us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 311/500
113/113 [==============================] - 0s 845us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 312/500
113/113 [==============================] - 0s 904us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 313/500
113/113 [==============================] - 0s 839us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 314/500
113/113 [==============================] - 0s 873us/step - loss: 0.3867 - accuracy: 0.8401
Epoch 315/500
113/113 [==============================] - 0s 886us/step - loss: 0.3869 - accuracy: 0.8417
Epoch 316/500
113/113 [==============================] - 0s 843us/step - loss: 0.3864 - accuracy: 0.8406
Epoch 317/500
113/113 [==============================] - 0s 897us/step - loss: 0.3864 - accuracy: 0.8403
Epoch 318/500
113/113 [==============================] - 0s 833us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 319/500
113/113 [==============================] - 0s 843us/step - loss: 0.3865 - accuracy: 0.8418
Epoch 320/500
113/113 [==============================] - 0s 853us/step - loss: 0.3865 - accuracy: 0.8404
Epoch 321/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3868 - accuracy: 0.8418
Epoch 322/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8400
Epoch 323/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3866 - accuracy: 0.8397
Epoch 324/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8414
Epoch 325/500
113/113 [==============================] - 0s 855us/step - loss: 0.3864 - accuracy: 0.8401
Epoch 326/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8414
Epoch 327/500
113/113 [==============================] - 0s 806us/step - loss: 0.3862 - accuracy: 0.8411
Epoch 328/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8414
Epoch 329/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8415
Epoch 330/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8404
Epoch 331/500
113/113 [==============================] - 0s 959us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 332/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8418
Epoch 333/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8411
Epoch 334/500
113/113 [==============================] - 0s 999us/step - loss: 0.3865 - accuracy: 0.8425
Epoch 335/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8406
Epoch 336/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8417
Epoch 337/500
113/113 [==============================] - 0s 961us/step - loss: 0.3864 - accuracy: 0.8414
Epoch 338/500
113/113 [==============================] - 0s 991us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 339/500
113/113 [==============================] - 0s 910us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 340/500
113/113 [==============================] - 0s 968us/step - loss: 0.3864 - accuracy: 0.8414
Epoch 341/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8413
Epoch 342/500
113/113 [==============================] - 0s 983us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 343/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8410
Epoch 344/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8415
Epoch 345/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8399
Epoch 346/500
113/113 [==============================] - 0s 943us/step - loss: 0.3866 - accuracy: 0.8410
Epoch 347/500
113/113 [==============================] - 0s 983us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 348/500
113/113 [==============================] - 0s 887us/step - loss: 0.3863 - accuracy: 0.8410
Epoch 349/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8417
Epoch 350/500
113/113 [==============================] - 0s 835us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 351/500
113/113 [==============================] - 0s 966us/step - loss: 0.3866 - accuracy: 0.8403
Epoch 352/500
113/113 [==============================] - 0s 969us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 353/500
113/113 [==============================] - 0s 934us/step - loss: 0.3864 - accuracy: 0.8417
Epoch 354/500
113/113 [==============================] - 0s 854us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 355/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8418
Epoch 356/500
113/113 [==============================] - 0s 859us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 357/500
113/113 [==============================] - 0s 835us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 358/500
113/113 [==============================] - 0s 832us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 359/500
113/113 [==============================] - 0s 865us/step - loss: 0.3864 - accuracy: 0.8431
Epoch 360/500
113/113 [==============================] - 0s 935us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 361/500
113/113 [==============================] - 0s 962us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 362/500
113/113 [==============================] - 0s 986us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 363/500
113/113 [==============================] - 0s 844us/step - loss: 0.3864 - accuracy: 0.8406
Epoch 364/500
113/113 [==============================] - 0s 800us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 365/500
113/113 [==============================] - 0s 873us/step - loss: 0.3866 - accuracy: 0.8419
Epoch 366/500
113/113 [==============================] - 0s 859us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 367/500
113/113 [==============================] - 0s 811us/step - loss: 0.3864 - accuracy: 0.8415
Epoch 368/500
113/113 [==============================] - 0s 839us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 369/500
113/113 [==============================] - 0s 906us/step - loss: 0.3864 - accuracy: 0.8406
Epoch 370/500
113/113 [==============================] - 0s 836us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 371/500
113/113 [==============================] - 0s 858us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 372/500
113/113 [==============================] - 0s 855us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 373/500
113/113 [==============================] - 0s 884us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 374/500
113/113 [==============================] - 0s 835us/step - loss: 0.3864 - accuracy: 0.8410
Epoch 375/500
113/113 [==============================] - 0s 958us/step - loss: 0.3866 - accuracy: 0.8397
Epoch 376/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8411
Epoch 377/500
113/113 [==============================] - 0s 979us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 378/500
113/113 [==============================] - 0s 965us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 379/500
113/113 [==============================] - 0s 943us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 380/500
113/113 [==============================] - 0s 970us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 381/500
113/113 [==============================] - 0s 954us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 382/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8413
Epoch 383/500
113/113 [==============================] - 0s 955us/step - loss: 0.3867 - accuracy: 0.8418
Epoch 384/500
113/113 [==============================] - 0s 996us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 385/500
113/113 [==============================] - 0s 887us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 386/500
113/113 [==============================] - 0s 855us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 387/500
113/113 [==============================] - 0s 873us/step - loss: 0.3867 - accuracy: 0.8415
Epoch 388/500
113/113 [==============================] - 0s 851us/step - loss: 0.3867 - accuracy: 0.8417
Epoch 389/500
113/113 [==============================] - 0s 872us/step - loss: 0.3865 - accuracy: 0.8415
Epoch 390/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8411
Epoch 391/500
113/113 [==============================] - 0s 910us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 392/500
113/113 [==============================] - 0s 881us/step - loss: 0.3868 - accuracy: 0.8425
Epoch 393/500
113/113 [==============================] - 0s 830us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 394/500
113/113 [==============================] - 0s 881us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 395/500
113/113 [==============================] - 0s 858us/step - loss: 0.3866 - accuracy: 0.8404
Epoch 396/500
113/113 [==============================] - 0s 909us/step - loss: 0.3866 - accuracy: 0.8407
Epoch 397/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8413
Epoch 398/500
113/113 [==============================] - ETA: 0s - loss: 0.3874 - accuracy: 0.84 - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8419
Epoch 399/500
113/113 [==============================] - 0s 900us/step - loss: 0.3866 - accuracy: 0.8401
Epoch 400/500
113/113 [==============================] - 0s 859us/step - loss: 0.3864 - accuracy: 0.8408
Epoch 401/500
113/113 [==============================] - 0s 833us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 402/500
113/113 [==============================] - 0s 875us/step - loss: 0.3863 - accuracy: 0.8415
Epoch 403/500
113/113 [==============================] - 0s 886us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 404/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3863 - accuracy: 0.8413
Epoch 405/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8421
Epoch 406/500
113/113 [==============================] - 0s 868us/step - loss: 0.3865 - accuracy: 0.8417
Epoch 407/500
113/113 [==============================] - 0s 837us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 408/500
113/113 [==============================] - 0s 885us/step - loss: 0.3863 - accuracy: 0.8408
Epoch 409/500
113/113 [==============================] - 0s 868us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 410/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3864 - accuracy: 0.8406
Epoch 411/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8410
Epoch 412/500
113/113 [==============================] - 0s 866us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 413/500
113/113 [==============================] - 0s 863us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 414/500
113/113 [==============================] - 0s 842us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 415/500
113/113 [==============================] - 0s 874us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 416/500
113/113 [==============================] - 0s 862us/step - loss: 0.3867 - accuracy: 0.8397
Epoch 417/500
113/113 [==============================] - 0s 853us/step - loss: 0.3866 - accuracy: 0.8411
Epoch 418/500
113/113 [==============================] - 0s 938us/step - loss: 0.3865 - accuracy: 0.8417
Epoch 419/500
113/113 [==============================] - 0s 868us/step - loss: 0.3864 - accuracy: 0.8424
Epoch 420/500
113/113 [==============================] - 0s 989us/step - loss: 0.3864 - accuracy: 0.8410
Epoch 421/500
113/113 [==============================] - 0s 988us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 422/500
113/113 [==============================] - 0s 981us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 423/500
113/113 [==============================] - 0s 984us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 424/500
113/113 [==============================] - 0s 955us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 425/500
113/113 [==============================] - 0s 941us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 426/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3866 - accuracy: 0.8408
Epoch 427/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3865 - accuracy: 0.8422
Epoch 428/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3863 - accuracy: 0.8396
Epoch 429/500
113/113 [==============================] - 0s 888us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 430/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3865 - accuracy: 0.8421
Epoch 431/500
113/113 [==============================] - 0s 838us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 432/500
113/113 [==============================] - 0s 865us/step - loss: 0.3864 - accuracy: 0.8415
Epoch 433/500
113/113 [==============================] - 0s 841us/step - loss: 0.3866 - accuracy: 0.8417
Epoch 434/500
113/113 [==============================] - 0s 847us/step - loss: 0.3863 - accuracy: 0.8410
Epoch 435/500
113/113 [==============================] - 0s 899us/step - loss: 0.3864 - accuracy: 0.8417
Epoch 436/500
113/113 [==============================] - 0s 924us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 437/500
113/113 [==============================] - 0s 966us/step - loss: 0.3864 - accuracy: 0.8410
Epoch 438/500
113/113 [==============================] - 0s 830us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 439/500
113/113 [==============================] - 0s 870us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 440/500
113/113 [==============================] - 0s 871us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 441/500
113/113 [==============================] - 0s 841us/step - loss: 0.3867 - accuracy: 0.8419
Epoch 442/500
113/113 [==============================] - 0s 888us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 443/500
113/113 [==============================] - 0s 865us/step - loss: 0.3865 - accuracy: 0.8407
Epoch 444/500
113/113 [==============================] - 0s 867us/step - loss: 0.3863 - accuracy: 0.8418
Epoch 445/500
113/113 [==============================] - 0s 936us/step - loss: 0.3865 - accuracy: 0.8418
Epoch 446/500
113/113 [==============================] - 0s 879us/step - loss: 0.3866 - accuracy: 0.8421
Epoch 447/500
113/113 [==============================] - 0s 899us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 448/500
113/113 [==============================] - 0s 851us/step - loss: 0.3867 - accuracy: 0.8411
Epoch 449/500
113/113 [==============================] - 0s 839us/step - loss: 0.3862 - accuracy: 0.8400
Epoch 450/500
113/113 [==============================] - 0s 909us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 451/500
113/113 [==============================] - 0s 841us/step - loss: 0.3866 - accuracy: 0.8404
Epoch 452/500
113/113 [==============================] - 0s 903us/step - loss: 0.3863 - accuracy: 0.8403
Epoch 453/500
113/113 [==============================] - 0s 840us/step - loss: 0.3863 - accuracy: 0.8408
Epoch 454/500
113/113 [==============================] - 0s 861us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 455/500
113/113 [==============================] - 0s 930us/step - loss: 0.3864 - accuracy: 0.8415
Epoch 456/500
113/113 [==============================] - 0s 860us/step - loss: 0.3868 - accuracy: 0.8418
Epoch 457/500
113/113 [==============================] - 0s 875us/step - loss: 0.3864 - accuracy: 0.8399
Epoch 458/500
113/113 [==============================] - 0s 857us/step - loss: 0.3864 - accuracy: 0.8414
Epoch 459/500
113/113 [==============================] - 0s 899us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 460/500
113/113 [==============================] - 0s 850us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 461/500
113/113 [==============================] - 0s 840us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 462/500
113/113 [==============================] - 0s 887us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 463/500
113/113 [==============================] - 0s 863us/step - loss: 0.3866 - accuracy: 0.8415
Epoch 464/500
113/113 [==============================] - 0s 915us/step - loss: 0.3865 - accuracy: 0.8410
Epoch 465/500
113/113 [==============================] - 0s 891us/step - loss: 0.3864 - accuracy: 0.8413
Epoch 466/500
113/113 [==============================] - 0s 851us/step - loss: 0.3863 - accuracy: 0.8414
Epoch 467/500
113/113 [==============================] - 0s 873us/step - loss: 0.3864 - accuracy: 0.8413
Epoch 468/500
113/113 [==============================] - 0s 865us/step - loss: 0.3863 - accuracy: 0.8418
Epoch 469/500
113/113 [==============================] - 0s 888us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 470/500
113/113 [==============================] - 0s 846us/step - loss: 0.3862 - accuracy: 0.8406
Epoch 471/500
113/113 [==============================] - 0s 856us/step - loss: 0.3863 - accuracy: 0.8415
Epoch 472/500
113/113 [==============================] - 0s 863us/step - loss: 0.3863 - accuracy: 0.8408
Epoch 473/500
113/113 [==============================] - 0s 853us/step - loss: 0.3866 - accuracy: 0.8422
Epoch 474/500
113/113 [==============================] - 0s 910us/step - loss: 0.3864 - accuracy: 0.8408
Epoch 475/500
113/113 [==============================] - 0s 950us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 476/500
113/113 [==============================] - 0s 840us/step - loss: 0.3866 - accuracy: 0.8408
Epoch 477/500
113/113 [==============================] - 0s 935us/step - loss: 0.3866 - accuracy: 0.8413
Epoch 478/500
113/113 [==============================] - 0s 828us/step - loss: 0.3864 - accuracy: 0.8404
Epoch 479/500
113/113 [==============================] - 0s 913us/step - loss: 0.3865 - accuracy: 0.8406
Epoch 480/500
113/113 [==============================] - 0s 834us/step - loss: 0.3865 - accuracy: 0.8417
Epoch 481/500
113/113 [==============================] - 0s 840us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 482/500
113/113 [==============================] - 0s 883us/step - loss: 0.3865 - accuracy: 0.8411
Epoch 483/500
113/113 [==============================] - 0s 859us/step - loss: 0.3867 - accuracy: 0.8410
Epoch 484/500
113/113 [==============================] - 0s 903us/step - loss: 0.3863 - accuracy: 0.8407
Epoch 485/500
113/113 [==============================] - 0s 876us/step - loss: 0.3865 - accuracy: 0.8433
Epoch 486/500
113/113 [==============================] - 0s 859us/step - loss: 0.3864 - accuracy: 0.8408
Epoch 487/500
113/113 [==============================] - 0s 903us/step - loss: 0.3864 - accuracy: 0.8413
Epoch 488/500
113/113 [==============================] - 0s 842us/step - loss: 0.3866 - accuracy: 0.8404
Epoch 489/500
113/113 [==============================] - 0s 880us/step - loss: 0.3864 - accuracy: 0.8415
Epoch 490/500
113/113 [==============================] - 0s 847us/step - loss: 0.3863 - accuracy: 0.8401
Epoch 491/500
113/113 [==============================] - 0s 838us/step - loss: 0.3863 - accuracy: 0.8410
Epoch 492/500
113/113 [==============================] - 0s 870us/step - loss: 0.3864 - accuracy: 0.8415
Epoch 493/500
113/113 [==============================] - 0s 834us/step - loss: 0.3864 - accuracy: 0.8422
Epoch 494/500
113/113 [==============================] - 0s 875us/step - loss: 0.3865 - accuracy: 0.8413
Epoch 495/500
113/113 [==============================] - 0s 935us/step - loss: 0.3865 - accuracy: 0.8415
Epoch 496/500
113/113 [==============================] - 0s 834us/step - loss: 0.3863 - accuracy: 0.8418
Epoch 497/500
113/113 [==============================] - 0s 871us/step - loss: 0.3864 - accuracy: 0.8411
Epoch 498/500
113/113 [==============================] - 0s 834us/step - loss: 0.3864 - accuracy: 0.8408
Epoch 499/500
113/113 [==============================] - 0s 871us/step - loss: 0.3865 - accuracy: 0.8403
Epoch 500/500
113/113 [==============================] - 0s 834us/step - loss: 0.3865 - accuracy: 0.8415
Epoch 1/500
113/113 [==============================] - 0s 966us/step - loss: 0.6557 - accuracy: 0.7949
Epoch 2/500
113/113 [==============================] - 0s 920us/step - loss: 0.5458 - accuracy: 0.7962
Epoch 3/500
113/113 [==============================] - 0s 903us/step - loss: 0.4624 - accuracy: 0.7962
Epoch 4/500
113/113 [==============================] - 0s 954us/step - loss: 0.4453 - accuracy: 0.7962
Epoch 5/500
113/113 [==============================] - 0s 911us/step - loss: 0.4398 - accuracy: 0.7962
Epoch 6/500
113/113 [==============================] - 0s 944us/step - loss: 0.4364 - accuracy: 0.7962
Epoch 7/500
113/113 [==============================] - 0s 919us/step - loss: 0.4344 - accuracy: 0.7962
Epoch 8/500
113/113 [==============================] - 0s 964us/step - loss: 0.4331 - accuracy: 0.7962
Epoch 9/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4325 - accuracy: 0.7962
Epoch 10/500
113/113 [==============================] - 0s 938us/step - loss: 0.4317 - accuracy: 0.7962
Epoch 11/500
113/113 [==============================] - 0s 959us/step - loss: 0.4311 - accuracy: 0.7962
Epoch 12/500
113/113 [==============================] - 0s 852us/step - loss: 0.4307 - accuracy: 0.7962
Epoch 13/500
113/113 [==============================] - 0s 912us/step - loss: 0.4301 - accuracy: 0.7962
Epoch 14/500
113/113 [==============================] - 0s 849us/step - loss: 0.4296 - accuracy: 0.7962
Epoch 15/500
113/113 [==============================] - 0s 875us/step - loss: 0.4292 - accuracy: 0.7962
Epoch 16/500
113/113 [==============================] - 0s 853us/step - loss: 0.4286 - accuracy: 0.7962
Epoch 17/500
113/113 [==============================] - 0s 874us/step - loss: 0.4282 - accuracy: 0.7953
Epoch 18/500
113/113 [==============================] - 0s 960us/step - loss: 0.4277 - accuracy: 0.8017
Epoch 19/500
113/113 [==============================] - 0s 869us/step - loss: 0.4272 - accuracy: 0.8043
Epoch 20/500
113/113 [==============================] - 0s 914us/step - loss: 0.4266 - accuracy: 0.8062
Epoch 21/500
113/113 [==============================] - 0s 872us/step - loss: 0.4261 - accuracy: 0.8107
Epoch 22/500
113/113 [==============================] - 0s 854us/step - loss: 0.4254 - accuracy: 0.8138
Epoch 23/500
113/113 [==============================] - 0s 887us/step - loss: 0.4246 - accuracy: 0.8147
Epoch 24/500
113/113 [==============================] - 0s 844us/step - loss: 0.4238 - accuracy: 0.8172
Epoch 25/500
113/113 [==============================] - 0s 871us/step - loss: 0.4230 - accuracy: 0.8196
Epoch 26/500
113/113 [==============================] - 0s 850us/step - loss: 0.4223 - accuracy: 0.8201
Epoch 27/500
113/113 [==============================] - 0s 855us/step - loss: 0.4214 - accuracy: 0.8213
Epoch 28/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4206 - accuracy: 0.8226
Epoch 29/500
113/113 [==============================] - 0s 857us/step - loss: 0.4196 - accuracy: 0.8244
Epoch 30/500
113/113 [==============================] - 0s 875us/step - loss: 0.4187 - accuracy: 0.8258
Epoch 31/500
113/113 [==============================] - 0s 833us/step - loss: 0.4179 - accuracy: 0.8272
Epoch 32/500
113/113 [==============================] - 0s 892us/step - loss: 0.4170 - accuracy: 0.8276
Epoch 33/500
113/113 [==============================] - 0s 840us/step - loss: 0.4164 - accuracy: 0.8285
Epoch 34/500
113/113 [==============================] - 0s 845us/step - loss: 0.4155 - accuracy: 0.8281
Epoch 35/500
113/113 [==============================] - 0s 858us/step - loss: 0.4148 - accuracy: 0.8283
Epoch 36/500
113/113 [==============================] - 0s 848us/step - loss: 0.4143 - accuracy: 0.8288
Epoch 37/500
113/113 [==============================] - 0s 934us/step - loss: 0.4136 - accuracy: 0.8299
Epoch 38/500
113/113 [==============================] - 0s 838us/step - loss: 0.4131 - accuracy: 0.8294
Epoch 39/500
113/113 [==============================] - 0s 840us/step - loss: 0.4125 - accuracy: 0.8294
Epoch 40/500
113/113 [==============================] - 0s 863us/step - loss: 0.4119 - accuracy: 0.8300
Epoch 41/500
113/113 [==============================] - 0s 836us/step - loss: 0.4115 - accuracy: 0.8300
Epoch 42/500
113/113 [==============================] - 0s 971us/step - loss: 0.4111 - accuracy: 0.8319
Epoch 43/500
113/113 [==============================] - 0s 990us/step - loss: 0.4107 - accuracy: 0.8303
Epoch 44/500
113/113 [==============================] - 0s 836us/step - loss: 0.4105 - accuracy: 0.8326
Epoch 45/500
113/113 [==============================] - 0s 850us/step - loss: 0.4100 - accuracy: 0.8319
Epoch 46/500
113/113 [==============================] - 0s 873us/step - loss: 0.4096 - accuracy: 0.8317
Epoch 47/500
113/113 [==============================] - 0s 873us/step - loss: 0.4093 - accuracy: 0.8328
Epoch 48/500
113/113 [==============================] - 0s 930us/step - loss: 0.4091 - accuracy: 0.8329
Epoch 49/500
113/113 [==============================] - 0s 856us/step - loss: 0.4088 - accuracy: 0.8332
Epoch 50/500
113/113 [==============================] - 0s 910us/step - loss: 0.4083 - accuracy: 0.8338
Epoch 51/500
113/113 [==============================] - 0s 849us/step - loss: 0.4081 - accuracy: 0.8339
Epoch 52/500
113/113 [==============================] - 0s 845us/step - loss: 0.4078 - accuracy: 0.8338
Epoch 53/500
113/113 [==============================] - 0s 879us/step - loss: 0.4076 - accuracy: 0.8344
Epoch 54/500
113/113 [==============================] - 0s 847us/step - loss: 0.4073 - accuracy: 0.8351
Epoch 55/500
113/113 [==============================] - 0s 886us/step - loss: 0.4072 - accuracy: 0.8350
Epoch 56/500
113/113 [==============================] - 0s 854us/step - loss: 0.4068 - accuracy: 0.8351
Epoch 57/500
113/113 [==============================] - 0s 873us/step - loss: 0.4066 - accuracy: 0.8357
Epoch 58/500
113/113 [==============================] - 0s 995us/step - loss: 0.4065 - accuracy: 0.8356
Epoch 59/500
113/113 [==============================] - 0s 905us/step - loss: 0.4062 - accuracy: 0.8350
Epoch 60/500
113/113 [==============================] - 0s 867us/step - loss: 0.4061 - accuracy: 0.8354
Epoch 61/500
113/113 [==============================] - 0s 848us/step - loss: 0.4058 - accuracy: 0.8354
Epoch 62/500
113/113 [==============================] - 0s 904us/step - loss: 0.4056 - accuracy: 0.8360
Epoch 63/500
113/113 [==============================] - 0s 842us/step - loss: 0.4056 - accuracy: 0.8354
Epoch 64/500
113/113 [==============================] - 0s 840us/step - loss: 0.4053 - accuracy: 0.8363
Epoch 65/500
113/113 [==============================] - 0s 867us/step - loss: 0.4053 - accuracy: 0.8351
Epoch 66/500
113/113 [==============================] - 0s 831us/step - loss: 0.4051 - accuracy: 0.8351
Epoch 67/500
113/113 [==============================] - 0s 893us/step - loss: 0.4049 - accuracy: 0.8364
Epoch 68/500
113/113 [==============================] - 0s 963us/step - loss: 0.4048 - accuracy: 0.8346
Epoch 69/500
113/113 [==============================] - 0s 841us/step - loss: 0.4047 - accuracy: 0.8356
Epoch 70/500
113/113 [==============================] - 0s 924us/step - loss: 0.4047 - accuracy: 0.8354
Epoch 71/500
113/113 [==============================] - 0s 848us/step - loss: 0.4044 - accuracy: 0.8365
Epoch 72/500
113/113 [==============================] - 0s 886us/step - loss: 0.4043 - accuracy: 0.8358
Epoch 73/500
113/113 [==============================] - 0s 848us/step - loss: 0.4042 - accuracy: 0.8361
Epoch 74/500
113/113 [==============================] - 0s 844us/step - loss: 0.4042 - accuracy: 0.8360
Epoch 75/500
113/113 [==============================] - 0s 866us/step - loss: 0.4040 - accuracy: 0.8343
Epoch 76/500
113/113 [==============================] - 0s 837us/step - loss: 0.4038 - accuracy: 0.8349
Epoch 77/500
113/113 [==============================] - 0s 871us/step - loss: 0.4038 - accuracy: 0.8374
Epoch 78/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4038 - accuracy: 0.8364
Epoch 79/500
113/113 [==============================] - 0s 856us/step - loss: 0.4033 - accuracy: 0.8360
Epoch 80/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4033 - accuracy: 0.8356
Epoch 81/500
113/113 [==============================] - 0s 919us/step - loss: 0.4034 - accuracy: 0.8360
Epoch 82/500
113/113 [==============================] - 0s 869us/step - loss: 0.4031 - accuracy: 0.8358
Epoch 83/500
113/113 [==============================] - 0s 842us/step - loss: 0.4035 - accuracy: 0.8368
Epoch 84/500
113/113 [==============================] - 0s 884us/step - loss: 0.4030 - accuracy: 0.8361
Epoch 85/500
113/113 [==============================] - 0s 850us/step - loss: 0.4030 - accuracy: 0.8365
Epoch 86/500
113/113 [==============================] - 0s 904us/step - loss: 0.4030 - accuracy: 0.8364
Epoch 87/500
113/113 [==============================] - 0s 865us/step - loss: 0.4032 - accuracy: 0.8357
Epoch 88/500
113/113 [==============================] - 0s 848us/step - loss: 0.4031 - accuracy: 0.8364
Epoch 89/500
113/113 [==============================] - 0s 884us/step - loss: 0.4028 - accuracy: 0.8376
Epoch 90/500
113/113 [==============================] - 0s 848us/step - loss: 0.4029 - accuracy: 0.8368
Epoch 91/500
113/113 [==============================] - 0s 878us/step - loss: 0.4029 - accuracy: 0.8367
Epoch 92/500
113/113 [==============================] - 0s 880us/step - loss: 0.4028 - accuracy: 0.8361
Epoch 93/500
113/113 [==============================] - 0s 835us/step - loss: 0.4026 - accuracy: 0.8368
Epoch 94/500
113/113 [==============================] - 0s 876us/step - loss: 0.4027 - accuracy: 0.8379
Epoch 95/500
113/113 [==============================] - 0s 850us/step - loss: 0.4027 - accuracy: 0.8363
Epoch 96/500
113/113 [==============================] - 0s 866us/step - loss: 0.4025 - accuracy: 0.8372
Epoch 97/500
113/113 [==============================] - 0s 956us/step - loss: 0.4026 - accuracy: 0.8350
Epoch 98/500
113/113 [==============================] - 0s 847us/step - loss: 0.4025 - accuracy: 0.8351
Epoch 99/500
113/113 [==============================] - 0s 866us/step - loss: 0.4025 - accuracy: 0.8379
Epoch 100/500
113/113 [==============================] - 0s 856us/step - loss: 0.4025 - accuracy: 0.8363
Epoch 101/500
113/113 [==============================] - 0s 867us/step - loss: 0.4023 - accuracy: 0.8385
Epoch 102/500
113/113 [==============================] - 0s 883us/step - loss: 0.4022 - accuracy: 0.8375
Epoch 103/500
113/113 [==============================] - 0s 836us/step - loss: 0.4022 - accuracy: 0.8372
Epoch 104/500
113/113 [==============================] - 0s 874us/step - loss: 0.4021 - accuracy: 0.8360
Epoch 105/500
113/113 [==============================] - 0s 861us/step - loss: 0.4024 - accuracy: 0.8365
Epoch 106/500
113/113 [==============================] - 0s 877us/step - loss: 0.4021 - accuracy: 0.8365
Epoch 107/500
113/113 [==============================] - 0s 945us/step - loss: 0.4020 - accuracy: 0.8371
Epoch 108/500
113/113 [==============================] - 0s 856us/step - loss: 0.4020 - accuracy: 0.8367
Epoch 109/500
113/113 [==============================] - 0s 911us/step - loss: 0.4019 - accuracy: 0.8357
Epoch 110/500
113/113 [==============================] - 0s 840us/step - loss: 0.4018 - accuracy: 0.8363
Epoch 111/500
113/113 [==============================] - 0s 871us/step - loss: 0.4021 - accuracy: 0.8364
Epoch 112/500
113/113 [==============================] - 0s 858us/step - loss: 0.4019 - accuracy: 0.8375
Epoch 113/500
113/113 [==============================] - 0s 843us/step - loss: 0.4018 - accuracy: 0.8371
Epoch 114/500
113/113 [==============================] - 0s 879us/step - loss: 0.4018 - accuracy: 0.8365
Epoch 115/500
113/113 [==============================] - 0s 856us/step - loss: 0.4015 - accuracy: 0.8376
Epoch 116/500
113/113 [==============================] - 0s 871us/step - loss: 0.4016 - accuracy: 0.8358
Epoch 117/500
113/113 [==============================] - 0s 873us/step - loss: 0.4014 - accuracy: 0.8371
Epoch 118/500
113/113 [==============================] - 0s 840us/step - loss: 0.4017 - accuracy: 0.8374
Epoch 119/500
113/113 [==============================] - 0s 880us/step - loss: 0.4016 - accuracy: 0.8365
Epoch 120/500
113/113 [==============================] - 0s 853us/step - loss: 0.4014 - accuracy: 0.8369
Epoch 121/500
113/113 [==============================] - 0s 903us/step - loss: 0.4016 - accuracy: 0.8358
Epoch 122/500
113/113 [==============================] - 0s 843us/step - loss: 0.4013 - accuracy: 0.8367
Epoch 123/500
113/113 [==============================] - 0s 841us/step - loss: 0.4015 - accuracy: 0.8381
Epoch 124/500
113/113 [==============================] - 0s 866us/step - loss: 0.4012 - accuracy: 0.8357
Epoch 125/500
113/113 [==============================] - 0s 835us/step - loss: 0.4011 - accuracy: 0.8369
Epoch 126/500
113/113 [==============================] - 0s 924us/step - loss: 0.4011 - accuracy: 0.8382
Epoch 127/500
113/113 [==============================] - 0s 841us/step - loss: 0.4013 - accuracy: 0.8369
Epoch 128/500
113/113 [==============================] - 0s 850us/step - loss: 0.4010 - accuracy: 0.8361
Epoch 129/500
113/113 [==============================] - 0s 879us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 130/500
113/113 [==============================] - 0s 963us/step - loss: 0.4012 - accuracy: 0.8371
Epoch 131/500
113/113 [==============================] - 0s 900us/step - loss: 0.4008 - accuracy: 0.8371
Epoch 132/500
113/113 [==============================] - 0s 855us/step - loss: 0.4008 - accuracy: 0.8361
Epoch 133/500
113/113 [==============================] - 0s 837us/step - loss: 0.4009 - accuracy: 0.8363
Epoch 134/500
113/113 [==============================] - 0s 875us/step - loss: 0.4007 - accuracy: 0.8379
Epoch 135/500
113/113 [==============================] - 0s 854us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 136/500
113/113 [==============================] - 0s 943us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 137/500
113/113 [==============================] - 0s 841us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 138/500
113/113 [==============================] - 0s 847us/step - loss: 0.4007 - accuracy: 0.8372
Epoch 139/500
113/113 [==============================] - 0s 879us/step - loss: 0.4006 - accuracy: 0.8376
Epoch 140/500
113/113 [==============================] - 0s 845us/step - loss: 0.4003 - accuracy: 0.8371
Epoch 141/500
113/113 [==============================] - 0s 903us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 142/500
113/113 [==============================] - 0s 846us/step - loss: 0.4003 - accuracy: 0.8371
Epoch 143/500
113/113 [==============================] - 0s 838us/step - loss: 0.4004 - accuracy: 0.8372
Epoch 144/500
113/113 [==============================] - 0s 919us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 145/500
113/113 [==============================] - 0s 838us/step - loss: 0.4003 - accuracy: 0.8375
Epoch 146/500
113/113 [==============================] - 0s 913us/step - loss: 0.4000 - accuracy: 0.8372
Epoch 147/500
113/113 [==============================] - 0s 834us/step - loss: 0.4001 - accuracy: 0.8383
Epoch 148/500
113/113 [==============================] - 0s 882us/step - loss: 0.4001 - accuracy: 0.8378
Epoch 149/500
113/113 [==============================] - 0s 864us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 150/500
113/113 [==============================] - 0s 835us/step - loss: 0.4000 - accuracy: 0.8371
Epoch 151/500
113/113 [==============================] - 0s 887us/step - loss: 0.3997 - accuracy: 0.8369
Epoch 152/500
113/113 [==============================] - 0s 849us/step - loss: 0.3999 - accuracy: 0.8367
Epoch 153/500
113/113 [==============================] - 0s 850us/step - loss: 0.3997 - accuracy: 0.8363
Epoch 154/500
113/113 [==============================] - 0s 901us/step - loss: 0.3994 - accuracy: 0.8381
Epoch 155/500
113/113 [==============================] - 0s 860us/step - loss: 0.3997 - accuracy: 0.8381
Epoch 156/500
113/113 [==============================] - 0s 950us/step - loss: 0.3997 - accuracy: 0.8367
Epoch 157/500
113/113 [==============================] - 0s 868us/step - loss: 0.3995 - accuracy: 0.8372
Epoch 158/500
113/113 [==============================] - 0s 856us/step - loss: 0.3993 - accuracy: 0.8368
Epoch 159/500
113/113 [==============================] - 0s 876us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 160/500
113/113 [==============================] - 0s 851us/step - loss: 0.3994 - accuracy: 0.8372
Epoch 161/500
113/113 [==============================] - 0s 884us/step - loss: 0.3990 - accuracy: 0.8361
Epoch 162/500
113/113 [==============================] - 0s 848us/step - loss: 0.3990 - accuracy: 0.8371
Epoch 163/500
113/113 [==============================] - 0s 866us/step - loss: 0.3991 - accuracy: 0.8371
Epoch 164/500
113/113 [==============================] - 0s 885us/step - loss: 0.3990 - accuracy: 0.8363
Epoch 165/500
113/113 [==============================] - 0s 849us/step - loss: 0.3991 - accuracy: 0.8382
Epoch 166/500
113/113 [==============================] - 0s 963us/step - loss: 0.3990 - accuracy: 0.8374
Epoch 167/500
113/113 [==============================] - 0s 876us/step - loss: 0.3988 - accuracy: 0.8381
Epoch 168/500
113/113 [==============================] - 0s 929us/step - loss: 0.3988 - accuracy: 0.8382
Epoch 169/500
113/113 [==============================] - 0s 840us/step - loss: 0.3980 - accuracy: 0.8376
Epoch 170/500
113/113 [==============================] - 0s 849us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 171/500
113/113 [==============================] - 0s 888us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 172/500
113/113 [==============================] - 0s 859us/step - loss: 0.3985 - accuracy: 0.8375
Epoch 173/500
113/113 [==============================] - 0s 879us/step - loss: 0.3984 - accuracy: 0.8371
Epoch 174/500
113/113 [==============================] - 0s 855us/step - loss: 0.3983 - accuracy: 0.8385
Epoch 175/500
113/113 [==============================] - 0s 859us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 176/500
113/113 [==============================] - 0s 978us/step - loss: 0.3979 - accuracy: 0.8381
Epoch 177/500
113/113 [==============================] - 0s 850us/step - loss: 0.3981 - accuracy: 0.8379
Epoch 178/500
113/113 [==============================] - 0s 864us/step - loss: 0.3977 - accuracy: 0.8379
Epoch 179/500
113/113 [==============================] - 0s 865us/step - loss: 0.3978 - accuracy: 0.8371
Epoch 180/500
113/113 [==============================] - 0s 856us/step - loss: 0.3976 - accuracy: 0.8372
Epoch 181/500
113/113 [==============================] - 0s 901us/step - loss: 0.3974 - accuracy: 0.8371
Epoch 182/500
113/113 [==============================] - 0s 860us/step - loss: 0.3976 - accuracy: 0.8382
Epoch 183/500
113/113 [==============================] - 0s 867us/step - loss: 0.3973 - accuracy: 0.8375
Epoch 184/500
113/113 [==============================] - 0s 851us/step - loss: 0.3974 - accuracy: 0.8374
Epoch 185/500
113/113 [==============================] - 0s 909us/step - loss: 0.3973 - accuracy: 0.8378
Epoch 186/500
113/113 [==============================] - 0s 908us/step - loss: 0.3970 - accuracy: 0.8381
Epoch 187/500
113/113 [==============================] - 0s 847us/step - loss: 0.3969 - accuracy: 0.8378
Epoch 188/500
113/113 [==============================] - 0s 879us/step - loss: 0.3972 - accuracy: 0.8389
Epoch 189/500
113/113 [==============================] - 0s 851us/step - loss: 0.3969 - accuracy: 0.8379
Epoch 190/500
113/113 [==============================] - 0s 856us/step - loss: 0.3969 - accuracy: 0.8369
Epoch 191/500
113/113 [==============================] - 0s 912us/step - loss: 0.3968 - accuracy: 0.8378
Epoch 192/500
113/113 [==============================] - 0s 839us/step - loss: 0.3967 - accuracy: 0.8383
Epoch 193/500
113/113 [==============================] - 0s 873us/step - loss: 0.3966 - accuracy: 0.8388
Epoch 194/500
113/113 [==============================] - 0s 851us/step - loss: 0.3967 - accuracy: 0.8379
Epoch 195/500
113/113 [==============================] - 0s 854us/step - loss: 0.3965 - accuracy: 0.8374
Epoch 196/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8386
Epoch 197/500
113/113 [==============================] - 0s 846us/step - loss: 0.3962 - accuracy: 0.8376
Epoch 198/500
113/113 [==============================] - 0s 864us/step - loss: 0.3962 - accuracy: 0.8376
Epoch 199/500
113/113 [==============================] - 0s 849us/step - loss: 0.3960 - accuracy: 0.8379
Epoch 200/500
113/113 [==============================] - 0s 862us/step - loss: 0.3963 - accuracy: 0.8376
Epoch 201/500
113/113 [==============================] - 0s 875us/step - loss: 0.3958 - accuracy: 0.8374
Epoch 202/500
113/113 [==============================] - 0s 934us/step - loss: 0.3960 - accuracy: 0.8382
Epoch 203/500
113/113 [==============================] - 0s 896us/step - loss: 0.3961 - accuracy: 0.8385
Epoch 204/500
113/113 [==============================] - 0s 839us/step - loss: 0.3958 - accuracy: 0.8375
Epoch 205/500
113/113 [==============================] - 0s 863us/step - loss: 0.3958 - accuracy: 0.8390
Epoch 206/500
113/113 [==============================] - 0s 878us/step - loss: 0.3957 - accuracy: 0.8388
Epoch 207/500
113/113 [==============================] - 0s 871us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 208/500
113/113 [==============================] - 0s 900us/step - loss: 0.3955 - accuracy: 0.8390
Epoch 209/500
113/113 [==============================] - 0s 840us/step - loss: 0.3954 - accuracy: 0.8379
Epoch 210/500
113/113 [==============================] - 0s 872us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 211/500
113/113 [==============================] - 0s 871us/step - loss: 0.3955 - accuracy: 0.8388
Epoch 212/500
113/113 [==============================] - 0s 861us/step - loss: 0.3953 - accuracy: 0.8381
Epoch 213/500
113/113 [==============================] - 0s 872us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 214/500
113/113 [==============================] - 0s 877us/step - loss: 0.3953 - accuracy: 0.8393
Epoch 215/500
113/113 [==============================] - 0s 865us/step - loss: 0.3952 - accuracy: 0.8379
Epoch 216/500
113/113 [==============================] - 0s 871us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 217/500
113/113 [==============================] - 0s 880us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 218/500
113/113 [==============================] - 0s 871us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 219/500
113/113 [==============================] - 0s 839us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 220/500
113/113 [==============================] - 0s 882us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 221/500
113/113 [==============================] - 0s 857us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 222/500
113/113 [==============================] - 0s 837us/step - loss: 0.3949 - accuracy: 0.8388
Epoch 223/500
113/113 [==============================] - 0s 880us/step - loss: 0.3948 - accuracy: 0.8381
Epoch 224/500
113/113 [==============================] - 0s 881us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 225/500
113/113 [==============================] - 0s 874us/step - loss: 0.3948 - accuracy: 0.8376
Epoch 226/500
113/113 [==============================] - 0s 890us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 227/500
113/113 [==============================] - 0s 845us/step - loss: 0.3946 - accuracy: 0.8389
Epoch 228/500
113/113 [==============================] - 0s 866us/step - loss: 0.3947 - accuracy: 0.8382
Epoch 229/500
113/113 [==============================] - 0s 853us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 230/500
113/113 [==============================] - 0s 889us/step - loss: 0.3946 - accuracy: 0.8390
Epoch 231/500
113/113 [==============================] - 0s 855us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 232/500
113/113 [==============================] - 0s 857us/step - loss: 0.3946 - accuracy: 0.8396
Epoch 233/500
113/113 [==============================] - 0s 880us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 234/500
113/113 [==============================] - 0s 854us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 235/500
113/113 [==============================] - 0s 982us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 236/500
113/113 [==============================] - 0s 837us/step - loss: 0.3943 - accuracy: 0.8399
Epoch 237/500
113/113 [==============================] - 0s 848us/step - loss: 0.3941 - accuracy: 0.8399
Epoch 238/500
113/113 [==============================] - 0s 868us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 239/500
113/113 [==============================] - 0s 860us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 240/500
113/113 [==============================] - 0s 898us/step - loss: 0.3942 - accuracy: 0.8400
Epoch 241/500
113/113 [==============================] - 0s 846us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 242/500
113/113 [==============================] - 0s 830us/step - loss: 0.3941 - accuracy: 0.8407
Epoch 243/500
113/113 [==============================] - 0s 874us/step - loss: 0.3941 - accuracy: 0.8396
Epoch 244/500
113/113 [==============================] - 0s 837us/step - loss: 0.3942 - accuracy: 0.8399
Epoch 245/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3939 - accuracy: 0.8388
Epoch 246/500
113/113 [==============================] - 0s 853us/step - loss: 0.3939 - accuracy: 0.8397
Epoch 247/500
113/113 [==============================] - 0s 883us/step - loss: 0.3941 - accuracy: 0.8393
Epoch 248/500
113/113 [==============================] - 0s 850us/step - loss: 0.3938 - accuracy: 0.8401
Epoch 249/500
113/113 [==============================] - 0s 852us/step - loss: 0.3941 - accuracy: 0.8400
Epoch 250/500
113/113 [==============================] - 0s 902us/step - loss: 0.3937 - accuracy: 0.8392
Epoch 251/500
113/113 [==============================] - 0s 829us/step - loss: 0.3941 - accuracy: 0.8389
Epoch 252/500
113/113 [==============================] - 0s 879us/step - loss: 0.3939 - accuracy: 0.8389
Epoch 253/500
113/113 [==============================] - 0s 856us/step - loss: 0.3939 - accuracy: 0.8393
Epoch 254/500
113/113 [==============================] - 0s 952us/step - loss: 0.3939 - accuracy: 0.8396
Epoch 255/500
113/113 [==============================] - 0s 885us/step - loss: 0.3938 - accuracy: 0.8385
Epoch 256/500
113/113 [==============================] - 0s 850us/step - loss: 0.3939 - accuracy: 0.8390
Epoch 257/500
113/113 [==============================] - 0s 880us/step - loss: 0.3938 - accuracy: 0.8390
Epoch 258/500
113/113 [==============================] - 0s 844us/step - loss: 0.3938 - accuracy: 0.8389
Epoch 259/500
113/113 [==============================] - 0s 847us/step - loss: 0.3938 - accuracy: 0.8403
Epoch 260/500
113/113 [==============================] - 0s 882us/step - loss: 0.3937 - accuracy: 0.8394
Epoch 261/500
113/113 [==============================] - 0s 853us/step - loss: 0.3934 - accuracy: 0.8388
Epoch 262/500
113/113 [==============================] - 0s 895us/step - loss: 0.3937 - accuracy: 0.8388
Epoch 263/500
113/113 [==============================] - 0s 834us/step - loss: 0.3938 - accuracy: 0.8393
Epoch 264/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3936 - accuracy: 0.8399
Epoch 265/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3938 - accuracy: 0.8399
Epoch 266/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3938 - accuracy: 0.8394
Epoch 267/500
113/113 [==============================] - 0s 862us/step - loss: 0.3937 - accuracy: 0.8393
Epoch 268/500
113/113 [==============================] - 0s 877us/step - loss: 0.3934 - accuracy: 0.8401
Epoch 269/500
113/113 [==============================] - 0s 871us/step - loss: 0.3935 - accuracy: 0.8399
Epoch 270/500
113/113 [==============================] - 0s 851us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 271/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3935 - accuracy: 0.8383
Epoch 272/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3934 - accuracy: 0.8404
Epoch 273/500
113/113 [==============================] - 0s 996us/step - loss: 0.3936 - accuracy: 0.8392
Epoch 274/500
113/113 [==============================] - 0s 998us/step - loss: 0.3933 - accuracy: 0.8400
Epoch 275/500
113/113 [==============================] - 0s 988us/step - loss: 0.3936 - accuracy: 0.8394
Epoch 276/500
113/113 [==============================] - 0s 853us/step - loss: 0.3934 - accuracy: 0.8400
Epoch 277/500
113/113 [==============================] - 0s 914us/step - loss: 0.3937 - accuracy: 0.8393
Epoch 278/500
113/113 [==============================] - 0s 838us/step - loss: 0.3935 - accuracy: 0.8396
Epoch 279/500
113/113 [==============================] - 0s 834us/step - loss: 0.3935 - accuracy: 0.8386
Epoch 280/500
113/113 [==============================] - 0s 848us/step - loss: 0.3934 - accuracy: 0.8396
Epoch 281/500
113/113 [==============================] - 0s 899us/step - loss: 0.3935 - accuracy: 0.8394
Epoch 282/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3936 - accuracy: 0.8400
Epoch 283/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8383
Epoch 284/500
113/113 [==============================] - 0s 981us/step - loss: 0.3934 - accuracy: 0.8399
Epoch 285/500
113/113 [==============================] - 0s 988us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 286/500
113/113 [==============================] - 0s 962us/step - loss: 0.3935 - accuracy: 0.8397
Epoch 287/500
113/113 [==============================] - 0s 978us/step - loss: 0.3934 - accuracy: 0.8393
Epoch 288/500
113/113 [==============================] - 0s 963us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 289/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3932 - accuracy: 0.8403
Epoch 290/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3933 - accuracy: 0.8397
Epoch 291/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3931 - accuracy: 0.8397
Epoch 292/500
113/113 [==============================] - 0s 883us/step - loss: 0.3933 - accuracy: 0.8393
Epoch 293/500
113/113 [==============================] - 0s 914us/step - loss: 0.3934 - accuracy: 0.8401
Epoch 294/500
113/113 [==============================] - 0s 995us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 295/500
113/113 [==============================] - 0s 868us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 296/500
113/113 [==============================] - 0s 939us/step - loss: 0.3932 - accuracy: 0.8397
Epoch 297/500
113/113 [==============================] - 0s 867us/step - loss: 0.3930 - accuracy: 0.8397
Epoch 298/500
113/113 [==============================] - 0s 904us/step - loss: 0.3933 - accuracy: 0.8396
Epoch 299/500
113/113 [==============================] - 0s 882us/step - loss: 0.3933 - accuracy: 0.8385
Epoch 300/500
113/113 [==============================] - 0s 859us/step - loss: 0.3929 - accuracy: 0.8400
Epoch 301/500
113/113 [==============================] - 0s 951us/step - loss: 0.3931 - accuracy: 0.8390
Epoch 302/500
113/113 [==============================] - 0s 846us/step - loss: 0.3925 - accuracy: 0.8389
Epoch 303/500
113/113 [==============================] - 0s 881us/step - loss: 0.3931 - accuracy: 0.8400
Epoch 304/500
113/113 [==============================] - 0s 850us/step - loss: 0.3931 - accuracy: 0.8394
Epoch 305/500
113/113 [==============================] - 0s 864us/step - loss: 0.3929 - accuracy: 0.8386
Epoch 306/500
113/113 [==============================] - 0s 880us/step - loss: 0.3932 - accuracy: 0.8389
Epoch 307/500
113/113 [==============================] - 0s 833us/step - loss: 0.3929 - accuracy: 0.8403
Epoch 308/500
113/113 [==============================] - 0s 897us/step - loss: 0.3931 - accuracy: 0.8393
Epoch 309/500
113/113 [==============================] - 0s 905us/step - loss: 0.3930 - accuracy: 0.8399
Epoch 310/500
113/113 [==============================] - 0s 849us/step - loss: 0.3931 - accuracy: 0.8397
Epoch 311/500
113/113 [==============================] - 0s 879us/step - loss: 0.3928 - accuracy: 0.8397
Epoch 312/500
113/113 [==============================] - 0s 862us/step - loss: 0.3928 - accuracy: 0.8404
Epoch 313/500
113/113 [==============================] - 0s 874us/step - loss: 0.3928 - accuracy: 0.8400
Epoch 314/500
113/113 [==============================] - 0s 854us/step - loss: 0.3928 - accuracy: 0.8392
Epoch 315/500
113/113 [==============================] - 0s 867us/step - loss: 0.3929 - accuracy: 0.8390
Epoch 316/500
113/113 [==============================] - 0s 878us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 317/500
113/113 [==============================] - 0s 851us/step - loss: 0.3927 - accuracy: 0.8396
Epoch 318/500
113/113 [==============================] - 0s 909us/step - loss: 0.3928 - accuracy: 0.8394
Epoch 319/500
113/113 [==============================] - 0s 837us/step - loss: 0.3926 - accuracy: 0.8396
Epoch 320/500
113/113 [==============================] - 0s 858us/step - loss: 0.3932 - accuracy: 0.8394
Epoch 321/500
113/113 [==============================] - 0s 911us/step - loss: 0.3928 - accuracy: 0.8385
Epoch 322/500
113/113 [==============================] - 0s 842us/step - loss: 0.3927 - accuracy: 0.8396
Epoch 323/500
113/113 [==============================] - 0s 874us/step - loss: 0.3925 - accuracy: 0.8401
Epoch 324/500
113/113 [==============================] - 0s 859us/step - loss: 0.3928 - accuracy: 0.8399
Epoch 325/500
113/113 [==============================] - 0s 868us/step - loss: 0.3925 - accuracy: 0.8397
Epoch 326/500
113/113 [==============================] - 0s 873us/step - loss: 0.3927 - accuracy: 0.8392
Epoch 327/500
113/113 [==============================] - 0s 845us/step - loss: 0.3927 - accuracy: 0.8394
Epoch 328/500
113/113 [==============================] - 0s 877us/step - loss: 0.3927 - accuracy: 0.8399
Epoch 329/500
113/113 [==============================] - 0s 917us/step - loss: 0.3925 - accuracy: 0.8396
Epoch 330/500
113/113 [==============================] - 0s 900us/step - loss: 0.3928 - accuracy: 0.8393
Epoch 331/500
113/113 [==============================] - 0s 833us/step - loss: 0.3927 - accuracy: 0.8403
Epoch 332/500
113/113 [==============================] - 0s 843us/step - loss: 0.3927 - accuracy: 0.8392
Epoch 333/500
113/113 [==============================] - 0s 865us/step - loss: 0.3922 - accuracy: 0.8411
Epoch 334/500
113/113 [==============================] - 0s 837us/step - loss: 0.3927 - accuracy: 0.8400
Epoch 335/500
113/113 [==============================] - ETA: 0s - loss: 0.3928 - accuracy: 0.84 - 0s 898us/step - loss: 0.3928 - accuracy: 0.8401
Epoch 336/500
113/113 [==============================] - 0s 850us/step - loss: 0.3924 - accuracy: 0.8403
Epoch 337/500
113/113 [==============================] - 0s 840us/step - loss: 0.3925 - accuracy: 0.8389
Epoch 338/500
113/113 [==============================] - 0s 912us/step - loss: 0.3925 - accuracy: 0.8399
Epoch 339/500
113/113 [==============================] - 0s 850us/step - loss: 0.3925 - accuracy: 0.8394
Epoch 340/500
113/113 [==============================] - 0s 891us/step - loss: 0.3927 - accuracy: 0.8393
Epoch 341/500
113/113 [==============================] - 0s 845us/step - loss: 0.3924 - accuracy: 0.8400
Epoch 342/500
113/113 [==============================] - 0s 845us/step - loss: 0.3923 - accuracy: 0.8397
Epoch 343/500
113/113 [==============================] - 0s 881us/step - loss: 0.3925 - accuracy: 0.8399
Epoch 344/500
113/113 [==============================] - 0s 850us/step - loss: 0.3925 - accuracy: 0.8399
Epoch 345/500
113/113 [==============================] - 0s 944us/step - loss: 0.3928 - accuracy: 0.8388
Epoch 346/500
113/113 [==============================] - 0s 848us/step - loss: 0.3924 - accuracy: 0.8394
Epoch 347/500
113/113 [==============================] - 0s 852us/step - loss: 0.3924 - accuracy: 0.8389
Epoch 348/500
113/113 [==============================] - 0s 918us/step - loss: 0.3923 - accuracy: 0.8401
Epoch 349/500
113/113 [==============================] - 0s 912us/step - loss: 0.3924 - accuracy: 0.8393
Epoch 350/500
113/113 [==============================] - 0s 962us/step - loss: 0.3922 - accuracy: 0.8399
Epoch 351/500
113/113 [==============================] - 0s 897us/step - loss: 0.3921 - accuracy: 0.8394
Epoch 352/500
113/113 [==============================] - 0s 843us/step - loss: 0.3920 - accuracy: 0.8393
Epoch 353/500
113/113 [==============================] - 0s 871us/step - loss: 0.3919 - accuracy: 0.8399
Epoch 354/500
113/113 [==============================] - 0s 882us/step - loss: 0.3920 - accuracy: 0.8393
Epoch 355/500
113/113 [==============================] - 0s 884us/step - loss: 0.3918 - accuracy: 0.8406
Epoch 356/500
113/113 [==============================] - 0s 839us/step - loss: 0.3916 - accuracy: 0.8396
Epoch 357/500
113/113 [==============================] - 0s 855us/step - loss: 0.3916 - accuracy: 0.8397
Epoch 358/500
113/113 [==============================] - 0s 950us/step - loss: 0.3910 - accuracy: 0.8396
Epoch 359/500
113/113 [==============================] - 0s 870us/step - loss: 0.3907 - accuracy: 0.8404
Epoch 360/500
113/113 [==============================] - 0s 935us/step - loss: 0.3914 - accuracy: 0.8400
Epoch 361/500
113/113 [==============================] - 0s 838us/step - loss: 0.3911 - accuracy: 0.8404
Epoch 362/500
113/113 [==============================] - 0s 867us/step - loss: 0.3910 - accuracy: 0.8403
Epoch 363/500
113/113 [==============================] - 0s 845us/step - loss: 0.3910 - accuracy: 0.8401
Epoch 364/500
113/113 [==============================] - 0s 864us/step - loss: 0.3908 - accuracy: 0.8396
Epoch 365/500
113/113 [==============================] - 0s 876us/step - loss: 0.3910 - accuracy: 0.8397
Epoch 366/500
113/113 [==============================] - 0s 852us/step - loss: 0.3910 - accuracy: 0.8407
Epoch 367/500
113/113 [==============================] - 0s 882us/step - loss: 0.3903 - accuracy: 0.8396
Epoch 368/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3908 - accuracy: 0.8397
Epoch 369/500
113/113 [==============================] - 0s 899us/step - loss: 0.3910 - accuracy: 0.8411
Epoch 370/500
113/113 [==============================] - 0s 846us/step - loss: 0.3907 - accuracy: 0.8394
Epoch 371/500
113/113 [==============================] - 0s 842us/step - loss: 0.3907 - accuracy: 0.8407
Epoch 372/500
113/113 [==============================] - 0s 863us/step - loss: 0.3908 - accuracy: 0.8400
Epoch 373/500
113/113 [==============================] - 0s 849us/step - loss: 0.3905 - accuracy: 0.8408
Epoch 374/500
113/113 [==============================] - 0s 925us/step - loss: 0.3904 - accuracy: 0.8407
Epoch 375/500
113/113 [==============================] - 0s 847us/step - loss: 0.3903 - accuracy: 0.8406
Epoch 376/500
113/113 [==============================] - 0s 839us/step - loss: 0.3904 - accuracy: 0.8417
Epoch 377/500
113/113 [==============================] - 0s 916us/step - loss: 0.3903 - accuracy: 0.8406
Epoch 378/500
113/113 [==============================] - 0s 846us/step - loss: 0.3902 - accuracy: 0.8410
Epoch 379/500
113/113 [==============================] - 0s 910us/step - loss: 0.3904 - accuracy: 0.8408
Epoch 380/500
113/113 [==============================] - 0s 834us/step - loss: 0.3899 - accuracy: 0.8424
Epoch 381/500
113/113 [==============================] - 0s 853us/step - loss: 0.3901 - accuracy: 0.8414
Epoch 382/500
113/113 [==============================] - 0s 876us/step - loss: 0.3903 - accuracy: 0.8406
Epoch 383/500
113/113 [==============================] - 0s 854us/step - loss: 0.3898 - accuracy: 0.8418
Epoch 384/500
113/113 [==============================] - 0s 929us/step - loss: 0.3898 - accuracy: 0.8425
Epoch 385/500
113/113 [==============================] - 0s 842us/step - loss: 0.3896 - accuracy: 0.8421
Epoch 386/500
113/113 [==============================] - 0s 835us/step - loss: 0.3895 - accuracy: 0.8431
Epoch 387/500
113/113 [==============================] - 0s 950us/step - loss: 0.3894 - accuracy: 0.8426
Epoch 388/500
113/113 [==============================] - 0s 858us/step - loss: 0.3892 - accuracy: 0.8408
Epoch 389/500
113/113 [==============================] - 0s 911us/step - loss: 0.3887 - accuracy: 0.8440
Epoch 390/500
113/113 [==============================] - 0s 837us/step - loss: 0.3881 - accuracy: 0.8421
Epoch 391/500
113/113 [==============================] - 0s 842us/step - loss: 0.3870 - accuracy: 0.8426
Epoch 392/500
113/113 [==============================] - 0s 888us/step - loss: 0.3864 - accuracy: 0.8435
Epoch 393/500
113/113 [==============================] - 0s 859us/step - loss: 0.3856 - accuracy: 0.8439
Epoch 394/500
113/113 [==============================] - 0s 878us/step - loss: 0.3850 - accuracy: 0.8440
Epoch 395/500
113/113 [==============================] - 0s 874us/step - loss: 0.3847 - accuracy: 0.8443
Epoch 396/500
113/113 [==============================] - 0s 839us/step - loss: 0.3830 - accuracy: 0.8456
Epoch 397/500
113/113 [==============================] - 0s 932us/step - loss: 0.3815 - accuracy: 0.8460
Epoch 398/500
113/113 [==============================] - 0s 850us/step - loss: 0.3782 - accuracy: 0.8483
Epoch 399/500
113/113 [==============================] - 0s 965us/step - loss: 0.3738 - accuracy: 0.8500
Epoch 400/500
113/113 [==============================] - 0s 865us/step - loss: 0.3705 - accuracy: 0.8512
Epoch 401/500
113/113 [==============================] - 0s 845us/step - loss: 0.3671 - accuracy: 0.8526
Epoch 402/500
113/113 [==============================] - 0s 882us/step - loss: 0.3645 - accuracy: 0.8528
Epoch 403/500
113/113 [==============================] - 0s 874us/step - loss: 0.3623 - accuracy: 0.8524
Epoch 404/500
113/113 [==============================] - 0s 886us/step - loss: 0.3603 - accuracy: 0.8539
Epoch 405/500
113/113 [==============================] - 0s 841us/step - loss: 0.3578 - accuracy: 0.8542
Epoch 406/500
113/113 [==============================] - 0s 849us/step - loss: 0.3554 - accuracy: 0.8539
Epoch 407/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3531 - accuracy: 0.8546
Epoch 408/500
113/113 [==============================] - 0s 877us/step - loss: 0.3508 - accuracy: 0.8568
Epoch 409/500
113/113 [==============================] - 0s 880us/step - loss: 0.3501 - accuracy: 0.8560
Epoch 410/500
113/113 [==============================] - 0s 846us/step - loss: 0.3486 - accuracy: 0.8575
Epoch 411/500
113/113 [==============================] - 0s 894us/step - loss: 0.3479 - accuracy: 0.8576
Epoch 412/500
113/113 [==============================] - 0s 842us/step - loss: 0.3474 - accuracy: 0.8574
Epoch 413/500
113/113 [==============================] - 0s 839us/step - loss: 0.3473 - accuracy: 0.8589
Epoch 414/500
113/113 [==============================] - 0s 879us/step - loss: 0.3471 - accuracy: 0.8572
Epoch 415/500
113/113 [==============================] - 0s 849us/step - loss: 0.3470 - accuracy: 0.8585
Epoch 416/500
113/113 [==============================] - 0s 888us/step - loss: 0.3468 - accuracy: 0.8574
Epoch 417/500
113/113 [==============================] - 0s 846us/step - loss: 0.3465 - accuracy: 0.8589
Epoch 418/500
113/113 [==============================] - 0s 844us/step - loss: 0.3466 - accuracy: 0.8581
Epoch 419/500
113/113 [==============================] - 0s 884us/step - loss: 0.3464 - accuracy: 0.8589
Epoch 420/500
113/113 [==============================] - 0s 915us/step - loss: 0.3462 - accuracy: 0.8575
Epoch 421/500
113/113 [==============================] - 0s 939us/step - loss: 0.3461 - accuracy: 0.8592
Epoch 422/500
113/113 [==============================] - 0s 840us/step - loss: 0.3458 - accuracy: 0.8585
Epoch 423/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3458 - accuracy: 0.8581
Epoch 424/500
113/113 [==============================] - 0s 847us/step - loss: 0.3459 - accuracy: 0.8585
Epoch 425/500
113/113 [==============================] - 0s 836us/step - loss: 0.3458 - accuracy: 0.8585
Epoch 426/500
113/113 [==============================] - 0s 873us/step - loss: 0.3455 - accuracy: 0.8583
Epoch 427/500
113/113 [==============================] - 0s 855us/step - loss: 0.3453 - accuracy: 0.8597
Epoch 428/500
113/113 [==============================] - 0s 906us/step - loss: 0.3454 - accuracy: 0.8581
Epoch 429/500
113/113 [==============================] - 0s 842us/step - loss: 0.3456 - accuracy: 0.8586
Epoch 430/500
113/113 [==============================] - 0s 835us/step - loss: 0.3453 - accuracy: 0.8575
Epoch 431/500
113/113 [==============================] - 0s 877us/step - loss: 0.3452 - accuracy: 0.8603
Epoch 432/500
113/113 [==============================] - 0s 838us/step - loss: 0.3454 - accuracy: 0.8592
Epoch 433/500
113/113 [==============================] - 0s 900us/step - loss: 0.3452 - accuracy: 0.8586
Epoch 434/500
113/113 [==============================] - 0s 848us/step - loss: 0.3451 - accuracy: 0.8589
Epoch 435/500
113/113 [==============================] - 0s 848us/step - loss: 0.3450 - accuracy: 0.8587
Epoch 436/500
113/113 [==============================] - 0s 928us/step - loss: 0.3450 - accuracy: 0.8596
Epoch 437/500
113/113 [==============================] - 0s 847us/step - loss: 0.3450 - accuracy: 0.8592
Epoch 438/500
113/113 [==============================] - 0s 923us/step - loss: 0.3449 - accuracy: 0.8582
Epoch 439/500
113/113 [==============================] - 0s 852us/step - loss: 0.3448 - accuracy: 0.8601
Epoch 440/500
113/113 [==============================] - 0s 843us/step - loss: 0.3445 - accuracy: 0.8590
Epoch 441/500
113/113 [==============================] - 0s 894us/step - loss: 0.3447 - accuracy: 0.8590
Epoch 442/500
113/113 [==============================] - 0s 856us/step - loss: 0.3445 - accuracy: 0.8597
Epoch 443/500
113/113 [==============================] - 0s 885us/step - loss: 0.3444 - accuracy: 0.8592
Epoch 444/500
113/113 [==============================] - 0s 851us/step - loss: 0.3445 - accuracy: 0.8600
Epoch 445/500
113/113 [==============================] - 0s 842us/step - loss: 0.3443 - accuracy: 0.8594
Epoch 446/500
113/113 [==============================] - 0s 916us/step - loss: 0.3446 - accuracy: 0.8586
Epoch 447/500
113/113 [==============================] - 0s 839us/step - loss: 0.3444 - accuracy: 0.8586
Epoch 448/500
113/113 [==============================] - 0s 919us/step - loss: 0.3447 - accuracy: 0.8610
Epoch 449/500
113/113 [==============================] - 0s 835us/step - loss: 0.3443 - accuracy: 0.8599
Epoch 450/500
113/113 [==============================] - 0s 842us/step - loss: 0.3443 - accuracy: 0.8596
Epoch 451/500
113/113 [==============================] - 0s 875us/step - loss: 0.3442 - accuracy: 0.8604
Epoch 452/500
113/113 [==============================] - 0s 856us/step - loss: 0.3442 - accuracy: 0.8596
Epoch 453/500
113/113 [==============================] - 0s 928us/step - loss: 0.3444 - accuracy: 0.8594
Epoch 454/500
113/113 [==============================] - 0s 843us/step - loss: 0.3438 - accuracy: 0.8615
Epoch 455/500
113/113 [==============================] - 0s 836us/step - loss: 0.3440 - accuracy: 0.8611
Epoch 456/500
113/113 [==============================] - 0s 938us/step - loss: 0.3440 - accuracy: 0.8604
Epoch 457/500
113/113 [==============================] - 0s 846us/step - loss: 0.3438 - accuracy: 0.8587
Epoch 458/500
113/113 [==============================] - 0s 948us/step - loss: 0.3440 - accuracy: 0.8604
Epoch 459/500
113/113 [==============================] - 0s 831us/step - loss: 0.3441 - accuracy: 0.8607
Epoch 460/500
113/113 [==============================] - 0s 837us/step - loss: 0.3439 - accuracy: 0.8599
Epoch 461/500
113/113 [==============================] - 0s 872us/step - loss: 0.3440 - accuracy: 0.8603
Epoch 462/500
113/113 [==============================] - 0s 853us/step - loss: 0.3438 - accuracy: 0.8607
Epoch 463/500
113/113 [==============================] - 0s 918us/step - loss: 0.3439 - accuracy: 0.8600
Epoch 464/500
113/113 [==============================] - 0s 843us/step - loss: 0.3439 - accuracy: 0.8614
Epoch 465/500
113/113 [==============================] - 0s 833us/step - loss: 0.3438 - accuracy: 0.8617
Epoch 466/500
113/113 [==============================] - 0s 948us/step - loss: 0.3435 - accuracy: 0.8608
Epoch 467/500
113/113 [==============================] - 0s 839us/step - loss: 0.3439 - accuracy: 0.8612
Epoch 468/500
113/113 [==============================] - 0s 885us/step - loss: 0.3438 - accuracy: 0.8596
Epoch 469/500
113/113 [==============================] - 0s 849us/step - loss: 0.3437 - accuracy: 0.8614
Epoch 470/500
113/113 [==============================] - 0s 844us/step - loss: 0.3436 - accuracy: 0.8610
Epoch 471/500
113/113 [==============================] - 0s 884us/step - loss: 0.3434 - accuracy: 0.8617
Epoch 472/500
113/113 [==============================] - 0s 872us/step - loss: 0.3435 - accuracy: 0.8607
Epoch 473/500
113/113 [==============================] - 0s 902us/step - loss: 0.3434 - accuracy: 0.8612
Epoch 474/500
113/113 [==============================] - 0s 839us/step - loss: 0.3433 - accuracy: 0.8607
Epoch 475/500
113/113 [==============================] - 0s 835us/step - loss: 0.3434 - accuracy: 0.8606
Epoch 476/500
113/113 [==============================] - 0s 928us/step - loss: 0.3434 - accuracy: 0.8610
Epoch 477/500
113/113 [==============================] - 0s 841us/step - loss: 0.3434 - accuracy: 0.8615
Epoch 478/500
113/113 [==============================] - 0s 878us/step - loss: 0.3433 - accuracy: 0.8603
Epoch 479/500
113/113 [==============================] - 0s 863us/step - loss: 0.3432 - accuracy: 0.8601
Epoch 480/500
113/113 [==============================] - 0s 860us/step - loss: 0.3432 - accuracy: 0.8604
Epoch 481/500
113/113 [==============================] - 0s 868us/step - loss: 0.3431 - accuracy: 0.8599
Epoch 482/500
113/113 [==============================] - 0s 848us/step - loss: 0.3427 - accuracy: 0.8625
Epoch 483/500
113/113 [==============================] - 0s 969us/step - loss: 0.3429 - accuracy: 0.8604
Epoch 484/500
113/113 [==============================] - 0s 857us/step - loss: 0.3429 - accuracy: 0.8611
Epoch 485/500
113/113 [==============================] - 0s 847us/step - loss: 0.3429 - accuracy: 0.8600
Epoch 486/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3430 - accuracy: 0.8608
Epoch 487/500
113/113 [==============================] - 0s 865us/step - loss: 0.3428 - accuracy: 0.8619
Epoch 488/500
113/113 [==============================] - 0s 872us/step - loss: 0.3429 - accuracy: 0.8603
Epoch 489/500
113/113 [==============================] - 0s 850us/step - loss: 0.3427 - accuracy: 0.8622
Epoch 490/500
113/113 [==============================] - 0s 882us/step - loss: 0.3427 - accuracy: 0.8618
Epoch 491/500
113/113 [==============================] - 0s 862us/step - loss: 0.3429 - accuracy: 0.8617
Epoch 492/500
113/113 [==============================] - 0s 947us/step - loss: 0.3424 - accuracy: 0.8621
Epoch 493/500
113/113 [==============================] - 0s 861us/step - loss: 0.3426 - accuracy: 0.8615
Epoch 494/500
113/113 [==============================] - 0s 835us/step - loss: 0.3426 - accuracy: 0.8608
Epoch 495/500
113/113 [==============================] - 0s 889us/step - loss: 0.3426 - accuracy: 0.8606
Epoch 496/500
113/113 [==============================] - 0s 842us/step - loss: 0.3424 - accuracy: 0.8615
Epoch 497/500
113/113 [==============================] - 0s 861us/step - loss: 0.3427 - accuracy: 0.8622
Epoch 498/500
113/113 [==============================] - 0s 920us/step - loss: 0.3424 - accuracy: 0.8629
Epoch 499/500
113/113 [==============================] - 0s 837us/step - loss: 0.3424 - accuracy: 0.8612
Epoch 500/500
113/113 [==============================] - 0s 862us/step - loss: 0.3425 - accuracy: 0.8617
Epoch 1/500
113/113 [==============================] - 0s 891us/step - loss: 0.6683 - accuracy: 0.7935
Epoch 2/500
113/113 [==============================] - 0s 1ms/step - loss: 0.6033 - accuracy: 0.7986
Epoch 3/500
113/113 [==============================] - 0s 917us/step - loss: 0.5227 - accuracy: 0.7986
Epoch 4/500
113/113 [==============================] - 0s 892us/step - loss: 0.4642 - accuracy: 0.7986
Epoch 5/500
113/113 [==============================] - 0s 937us/step - loss: 0.4402 - accuracy: 0.7986
Epoch 6/500
113/113 [==============================] - 0s 926us/step - loss: 0.4300 - accuracy: 0.7994
Epoch 7/500
113/113 [==============================] - 0s 978us/step - loss: 0.4240 - accuracy: 0.8150
Epoch 8/500
113/113 [==============================] - 0s 978us/step - loss: 0.4191 - accuracy: 0.8250
Epoch 9/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4144 - accuracy: 0.8278
Epoch 10/500
113/113 [==============================] - 0s 933us/step - loss: 0.4096 - accuracy: 0.8333
Epoch 11/500
113/113 [==============================] - 0s 943us/step - loss: 0.4051 - accuracy: 0.8375
Epoch 12/500
113/113 [==============================] - 0s 968us/step - loss: 0.4006 - accuracy: 0.8406
Epoch 13/500
113/113 [==============================] - 0s 909us/step - loss: 0.3953 - accuracy: 0.8422
Epoch 14/500
113/113 [==============================] - 0s 948us/step - loss: 0.3901 - accuracy: 0.8431
Epoch 15/500
113/113 [==============================] - 0s 910us/step - loss: 0.3849 - accuracy: 0.8453
Epoch 16/500
113/113 [==============================] - 0s 982us/step - loss: 0.3794 - accuracy: 0.8482
Epoch 17/500
113/113 [==============================] - 0s 938us/step - loss: 0.3742 - accuracy: 0.8493
Epoch 18/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3696 - accuracy: 0.8518
Epoch 19/500
113/113 [==============================] - 0s 957us/step - loss: 0.3654 - accuracy: 0.8531
Epoch 20/500
113/113 [==============================] - 0s 937us/step - loss: 0.3611 - accuracy: 0.8537
Epoch 21/500
113/113 [==============================] - 0s 964us/step - loss: 0.3578 - accuracy: 0.8556
Epoch 22/500
113/113 [==============================] - 0s 926us/step - loss: 0.3551 - accuracy: 0.8578
Epoch 23/500
113/113 [==============================] - 0s 968us/step - loss: 0.3530 - accuracy: 0.8579
Epoch 24/500
113/113 [==============================] - 0s 912us/step - loss: 0.3511 - accuracy: 0.8583
Epoch 25/500
113/113 [==============================] - 0s 980us/step - loss: 0.3486 - accuracy: 0.8597
Epoch 26/500
113/113 [==============================] - 0s 930us/step - loss: 0.3473 - accuracy: 0.8596
Epoch 27/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3459 - accuracy: 0.8610
Epoch 28/500
113/113 [==============================] - 0s 934us/step - loss: 0.3450 - accuracy: 0.8604
Epoch 29/500
113/113 [==============================] - 0s 949us/step - loss: 0.3443 - accuracy: 0.8604
Epoch 30/500
113/113 [==============================] - 0s 954us/step - loss: 0.3437 - accuracy: 0.8614
Epoch 31/500
113/113 [==============================] - 0s 934us/step - loss: 0.3430 - accuracy: 0.8607
Epoch 32/500
113/113 [==============================] - 0s 966us/step - loss: 0.3427 - accuracy: 0.8611
Epoch 33/500
113/113 [==============================] - 0s 924us/step - loss: 0.3422 - accuracy: 0.8607
Epoch 34/500
113/113 [==============================] - 0s 985us/step - loss: 0.3423 - accuracy: 0.8618
Epoch 35/500
113/113 [==============================] - 0s 932us/step - loss: 0.3419 - accuracy: 0.8618
Epoch 36/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3417 - accuracy: 0.8612
Epoch 37/500
113/113 [==============================] - 0s 937us/step - loss: 0.3415 - accuracy: 0.8610
Epoch 38/500
113/113 [==============================] - 0s 931us/step - loss: 0.3412 - accuracy: 0.8603
Epoch 39/500
113/113 [==============================] - 0s 959us/step - loss: 0.3411 - accuracy: 0.8624
Epoch 40/500
113/113 [==============================] - 0s 916us/step - loss: 0.3410 - accuracy: 0.8601
Epoch 41/500
113/113 [==============================] - 0s 954us/step - loss: 0.3406 - accuracy: 0.8607
Epoch 42/500
113/113 [==============================] - 0s 935us/step - loss: 0.3406 - accuracy: 0.8619
Epoch 43/500
113/113 [==============================] - 0s 970us/step - loss: 0.3403 - accuracy: 0.8599
Epoch 44/500
113/113 [==============================] - 0s 983us/step - loss: 0.3402 - accuracy: 0.8619
Epoch 45/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3396 - accuracy: 0.8615
Epoch 46/500
113/113 [==============================] - 0s 867us/step - loss: 0.3399 - accuracy: 0.8603
Epoch 47/500
113/113 [==============================] - 0s 938us/step - loss: 0.3401 - accuracy: 0.8612
Epoch 48/500
113/113 [==============================] - 0s 877us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 49/500
113/113 [==============================] - 0s 851us/step - loss: 0.3395 - accuracy: 0.8615
Epoch 50/500
113/113 [==============================] - 0s 920us/step - loss: 0.3396 - accuracy: 0.8618
Epoch 51/500
113/113 [==============================] - 0s 852us/step - loss: 0.3393 - accuracy: 0.8619
Epoch 52/500
113/113 [==============================] - 0s 870us/step - loss: 0.3390 - accuracy: 0.8632
Epoch 53/500
113/113 [==============================] - 0s 904us/step - loss: 0.3390 - accuracy: 0.8618
Epoch 54/500
113/113 [==============================] - 0s 978us/step - loss: 0.3391 - accuracy: 0.8610
Epoch 55/500
113/113 [==============================] - 0s 877us/step - loss: 0.3390 - accuracy: 0.8632
Epoch 56/500
113/113 [==============================] - 0s 868us/step - loss: 0.3387 - accuracy: 0.8619
Epoch 57/500
113/113 [==============================] - 0s 924us/step - loss: 0.3388 - accuracy: 0.8624
Epoch 58/500
113/113 [==============================] - 0s 854us/step - loss: 0.3386 - accuracy: 0.8617
Epoch 59/500
113/113 [==============================] - 0s 861us/step - loss: 0.3383 - accuracy: 0.8629
Epoch 60/500
113/113 [==============================] - 0s 889us/step - loss: 0.3382 - accuracy: 0.8618
Epoch 61/500
113/113 [==============================] - 0s 848us/step - loss: 0.3376 - accuracy: 0.8626
Epoch 62/500
113/113 [==============================] - 0s 911us/step - loss: 0.3375 - accuracy: 0.8622
Epoch 63/500
113/113 [==============================] - 0s 848us/step - loss: 0.3368 - accuracy: 0.8637
Epoch 64/500
113/113 [==============================] - 0s 930us/step - loss: 0.3370 - accuracy: 0.8632
Epoch 65/500
113/113 [==============================] - 0s 909us/step - loss: 0.3368 - accuracy: 0.8628
Epoch 66/500
113/113 [==============================] - 0s 866us/step - loss: 0.3364 - accuracy: 0.8625
Epoch 67/500
113/113 [==============================] - 0s 893us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 68/500
113/113 [==============================] - 0s 848us/step - loss: 0.3360 - accuracy: 0.8635
Epoch 69/500
113/113 [==============================] - 0s 857us/step - loss: 0.3356 - accuracy: 0.8633
Epoch 70/500
113/113 [==============================] - 0s 927us/step - loss: 0.3354 - accuracy: 0.8635
Epoch 71/500
113/113 [==============================] - 0s 857us/step - loss: 0.3353 - accuracy: 0.8626
Epoch 72/500
113/113 [==============================] - 0s 888us/step - loss: 0.3350 - accuracy: 0.8650
Epoch 73/500
113/113 [==============================] - 0s 940us/step - loss: 0.3348 - accuracy: 0.8626
Epoch 74/500
113/113 [==============================] - 0s 884us/step - loss: 0.3346 - accuracy: 0.8643
Epoch 75/500
113/113 [==============================] - 0s 857us/step - loss: 0.3341 - accuracy: 0.8633
Epoch 76/500
113/113 [==============================] - 0s 866us/step - loss: 0.3342 - accuracy: 0.8647
Epoch 77/500
113/113 [==============================] - 0s 916us/step - loss: 0.3340 - accuracy: 0.8633
Epoch 78/500
113/113 [==============================] - 0s 852us/step - loss: 0.3338 - accuracy: 0.8643
Epoch 79/500
113/113 [==============================] - 0s 886us/step - loss: 0.3338 - accuracy: 0.8633
Epoch 80/500
113/113 [==============================] - 0s 856us/step - loss: 0.3338 - accuracy: 0.8650
Epoch 81/500
113/113 [==============================] - 0s 872us/step - loss: 0.3335 - accuracy: 0.8643
Epoch 82/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3334 - accuracy: 0.8653
Epoch 83/500
113/113 [==============================] - 0s 857us/step - loss: 0.3334 - accuracy: 0.8639
Epoch 84/500
113/113 [==============================] - 0s 886us/step - loss: 0.3331 - accuracy: 0.8651
Epoch 85/500
113/113 [==============================] - 0s 868us/step - loss: 0.3330 - accuracy: 0.8637
Epoch 86/500
113/113 [==============================] - 0s 958us/step - loss: 0.3330 - accuracy: 0.8651
Epoch 87/500
113/113 [==============================] - 0s 904us/step - loss: 0.3327 - accuracy: 0.8637
Epoch 88/500
113/113 [==============================] - 0s 982us/step - loss: 0.3325 - accuracy: 0.8643
Epoch 89/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3328 - accuracy: 0.8657
Epoch 90/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3324 - accuracy: 0.8650
Epoch 91/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3323 - accuracy: 0.8661
Epoch 92/500
113/113 [==============================] - 0s 968us/step - loss: 0.3322 - accuracy: 0.8660
Epoch 93/500
113/113 [==============================] - 0s 870us/step - loss: 0.3319 - accuracy: 0.8653
Epoch 94/500
113/113 [==============================] - 0s 890us/step - loss: 0.3321 - accuracy: 0.8672
Epoch 95/500
113/113 [==============================] - 0s 861us/step - loss: 0.3313 - accuracy: 0.8661
Epoch 96/500
113/113 [==============================] - 0s 874us/step - loss: 0.3320 - accuracy: 0.8658
Epoch 97/500
113/113 [==============================] - 0s 868us/step - loss: 0.3318 - accuracy: 0.8644
Epoch 98/500
113/113 [==============================] - 0s 886us/step - loss: 0.3315 - accuracy: 0.8647
Epoch 99/500
113/113 [==============================] - 0s 889us/step - loss: 0.3317 - accuracy: 0.8646
Epoch 100/500
113/113 [==============================] - 0s 982us/step - loss: 0.3315 - accuracy: 0.8637
Epoch 101/500
113/113 [==============================] - 0s 897us/step - loss: 0.3311 - accuracy: 0.8649
Epoch 102/500
113/113 [==============================] - 0s 936us/step - loss: 0.3311 - accuracy: 0.8651
Epoch 103/500
113/113 [==============================] - 0s 955us/step - loss: 0.3311 - accuracy: 0.8664
Epoch 104/500
113/113 [==============================] - 0s 855us/step - loss: 0.3309 - accuracy: 0.8667
Epoch 105/500
113/113 [==============================] - 0s 867us/step - loss: 0.3310 - accuracy: 0.8657
Epoch 106/500
113/113 [==============================] - 0s 903us/step - loss: 0.3307 - accuracy: 0.8646
Epoch 107/500
113/113 [==============================] - 0s 842us/step - loss: 0.3309 - accuracy: 0.8653
Epoch 108/500
113/113 [==============================] - 0s 955us/step - loss: 0.3306 - accuracy: 0.8671
Epoch 109/500
113/113 [==============================] - 0s 851us/step - loss: 0.3307 - accuracy: 0.8671
Epoch 110/500
113/113 [==============================] - 0s 947us/step - loss: 0.3305 - accuracy: 0.8646
Epoch 111/500
113/113 [==============================] - 0s 880us/step - loss: 0.3302 - accuracy: 0.8646
Epoch 112/500
113/113 [==============================] - 0s 885us/step - loss: 0.3306 - accuracy: 0.8642
Epoch 113/500
113/113 [==============================] - 0s 899us/step - loss: 0.3301 - accuracy: 0.8640
Epoch 114/500
113/113 [==============================] - 0s 849us/step - loss: 0.3305 - accuracy: 0.8657
Epoch 115/500
113/113 [==============================] - 0s 852us/step - loss: 0.3302 - accuracy: 0.8653
Epoch 116/500
113/113 [==============================] - 0s 899us/step - loss: 0.3302 - accuracy: 0.8644
Epoch 117/500
113/113 [==============================] - 0s 889us/step - loss: 0.3301 - accuracy: 0.8657
Epoch 118/500
113/113 [==============================] - 0s 900us/step - loss: 0.3302 - accuracy: 0.8662
Epoch 119/500
113/113 [==============================] - 0s 852us/step - loss: 0.3301 - accuracy: 0.8654
Epoch 120/500
113/113 [==============================] - 0s 969us/step - loss: 0.3299 - accuracy: 0.8651
Epoch 121/500
113/113 [==============================] - 0s 848us/step - loss: 0.3301 - accuracy: 0.8653
Epoch 122/500
113/113 [==============================] - 0s 866us/step - loss: 0.3298 - accuracy: 0.8643
Epoch 123/500
113/113 [==============================] - 0s 924us/step - loss: 0.3299 - accuracy: 0.8658
Epoch 124/500
113/113 [==============================] - 0s 871us/step - loss: 0.3301 - accuracy: 0.8669
Epoch 125/500
113/113 [==============================] - 0s 877us/step - loss: 0.3297 - accuracy: 0.8653
Epoch 126/500
113/113 [==============================] - 0s 855us/step - loss: 0.3299 - accuracy: 0.8654
Epoch 127/500
113/113 [==============================] - 0s 873us/step - loss: 0.3296 - accuracy: 0.8662
Epoch 128/500
113/113 [==============================] - 0s 968us/step - loss: 0.3295 - accuracy: 0.8657
Epoch 129/500
113/113 [==============================] - 0s 887us/step - loss: 0.3297 - accuracy: 0.8640
Epoch 130/500
113/113 [==============================] - 0s 882us/step - loss: 0.3297 - accuracy: 0.8656
Epoch 131/500
113/113 [==============================] - 0s 866us/step - loss: 0.3294 - accuracy: 0.8647
Epoch 132/500
113/113 [==============================] - 0s 883us/step - loss: 0.3294 - accuracy: 0.8667
Epoch 133/500
113/113 [==============================] - 0s 881us/step - loss: 0.3291 - accuracy: 0.8654
Epoch 134/500
113/113 [==============================] - 0s 853us/step - loss: 0.3291 - accuracy: 0.8675
Epoch 135/500
113/113 [==============================] - 0s 903us/step - loss: 0.3288 - accuracy: 0.8662
Epoch 136/500
113/113 [==============================] - 0s 852us/step - loss: 0.3290 - accuracy: 0.8657
Epoch 137/500
113/113 [==============================] - 0s 882us/step - loss: 0.3285 - accuracy: 0.8669
Epoch 138/500
113/113 [==============================] - 0s 948us/step - loss: 0.3286 - accuracy: 0.8637
Epoch 139/500
113/113 [==============================] - 0s 857us/step - loss: 0.3284 - accuracy: 0.8661
Epoch 140/500
113/113 [==============================] - 0s 994us/step - loss: 0.3280 - accuracy: 0.8658
Epoch 141/500
113/113 [==============================] - 0s 853us/step - loss: 0.3285 - accuracy: 0.8665
Epoch 142/500
113/113 [==============================] - 0s 943us/step - loss: 0.3281 - accuracy: 0.8667
Epoch 143/500
113/113 [==============================] - 0s 857us/step - loss: 0.3280 - accuracy: 0.8658
Epoch 144/500
113/113 [==============================] - 0s 861us/step - loss: 0.3275 - accuracy: 0.8654
Epoch 145/500
113/113 [==============================] - 0s 895us/step - loss: 0.3274 - accuracy: 0.8653
Epoch 146/500
113/113 [==============================] - 0s 848us/step - loss: 0.3277 - accuracy: 0.8656
Epoch 147/500
113/113 [==============================] - 0s 918us/step - loss: 0.3276 - accuracy: 0.8667
Epoch 148/500
113/113 [==============================] - 0s 853us/step - loss: 0.3272 - accuracy: 0.8657
Epoch 149/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3275 - accuracy: 0.8665
Epoch 150/500
113/113 [==============================] - 0s 856us/step - loss: 0.3270 - accuracy: 0.8642
Epoch 151/500
113/113 [==============================] - 0s 861us/step - loss: 0.3268 - accuracy: 0.8668
Epoch 152/500
113/113 [==============================] - 0s 920us/step - loss: 0.3272 - accuracy: 0.8676
Epoch 153/500
113/113 [==============================] - 0s 856us/step - loss: 0.3267 - accuracy: 0.8654
Epoch 154/500
113/113 [==============================] - 0s 887us/step - loss: 0.3269 - accuracy: 0.8664
Epoch 155/500
113/113 [==============================] - 0s 862us/step - loss: 0.3266 - accuracy: 0.8667
Epoch 156/500
113/113 [==============================] - 0s 871us/step - loss: 0.3262 - accuracy: 0.8660
Epoch 157/500
113/113 [==============================] - 0s 915us/step - loss: 0.3265 - accuracy: 0.8668
Epoch 158/500
113/113 [==============================] - 0s 914us/step - loss: 0.3264 - accuracy: 0.8651
Epoch 159/500
113/113 [==============================] - 0s 889us/step - loss: 0.3259 - accuracy: 0.8679
Epoch 160/500
113/113 [==============================] - 0s 864us/step - loss: 0.3259 - accuracy: 0.8660
Epoch 161/500
113/113 [==============================] - 0s 861us/step - loss: 0.3260 - accuracy: 0.8669
Epoch 162/500
113/113 [==============================] - 0s 928us/step - loss: 0.3261 - accuracy: 0.8671
Epoch 163/500
113/113 [==============================] - 0s 859us/step - loss: 0.3257 - accuracy: 0.8662
Epoch 164/500
113/113 [==============================] - 0s 881us/step - loss: 0.3260 - accuracy: 0.8660
Epoch 165/500
113/113 [==============================] - 0s 867us/step - loss: 0.3253 - accuracy: 0.8676
Epoch 166/500
113/113 [==============================] - 0s 875us/step - loss: 0.3256 - accuracy: 0.8660
Epoch 167/500
113/113 [==============================] - 0s 860us/step - loss: 0.3257 - accuracy: 0.8681
Epoch 168/500
113/113 [==============================] - 0s 865us/step - loss: 0.3257 - accuracy: 0.8672
Epoch 169/500
113/113 [==============================] - 0s 983us/step - loss: 0.3256 - accuracy: 0.8658
Epoch 170/500
113/113 [==============================] - 0s 861us/step - loss: 0.3255 - accuracy: 0.8667
Epoch 171/500
113/113 [==============================] - 0s 890us/step - loss: 0.3254 - accuracy: 0.8672
Epoch 172/500
113/113 [==============================] - 0s 859us/step - loss: 0.3252 - accuracy: 0.8671
Epoch 173/500
113/113 [==============================] - 0s 851us/step - loss: 0.3250 - accuracy: 0.8658
Epoch 174/500
113/113 [==============================] - 0s 908us/step - loss: 0.3254 - accuracy: 0.8651
Epoch 175/500
113/113 [==============================] - 0s 862us/step - loss: 0.3251 - accuracy: 0.8669
Epoch 176/500
113/113 [==============================] - 0s 918us/step - loss: 0.3250 - accuracy: 0.8678
Epoch 177/500
113/113 [==============================] - 0s 847us/step - loss: 0.3248 - accuracy: 0.8661
Epoch 178/500
113/113 [==============================] - 0s 885us/step - loss: 0.3252 - accuracy: 0.8676
Epoch 179/500
113/113 [==============================] - 0s 913us/step - loss: 0.3249 - accuracy: 0.8681
Epoch 180/500
113/113 [==============================] - 0s 872us/step - loss: 0.3250 - accuracy: 0.8679
Epoch 181/500
113/113 [==============================] - 0s 926us/step - loss: 0.3249 - accuracy: 0.8668
Epoch 182/500
113/113 [==============================] - 0s 856us/step - loss: 0.3246 - accuracy: 0.8671
Epoch 183/500
113/113 [==============================] - 0s 868us/step - loss: 0.3244 - accuracy: 0.8686
Epoch 184/500
113/113 [==============================] - 0s 890us/step - loss: 0.3249 - accuracy: 0.8678
Epoch 185/500
113/113 [==============================] - 0s 859us/step - loss: 0.3249 - accuracy: 0.8678
Epoch 186/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3250 - accuracy: 0.8669
Epoch 187/500
113/113 [==============================] - 0s 865us/step - loss: 0.3249 - accuracy: 0.8675
Epoch 188/500
113/113 [==============================] - 0s 941us/step - loss: 0.3244 - accuracy: 0.8678
Epoch 189/500
113/113 [==============================] - 0s 852us/step - loss: 0.3243 - accuracy: 0.8682
Epoch 190/500
113/113 [==============================] - 0s 846us/step - loss: 0.3248 - accuracy: 0.8674
Epoch 191/500
113/113 [==============================] - 0s 917us/step - loss: 0.3245 - accuracy: 0.8668
Epoch 192/500
113/113 [==============================] - 0s 851us/step - loss: 0.3243 - accuracy: 0.8679
Epoch 193/500
113/113 [==============================] - 0s 879us/step - loss: 0.3244 - accuracy: 0.8683
Epoch 194/500
113/113 [==============================] - 0s 857us/step - loss: 0.3245 - accuracy: 0.8671
Epoch 195/500
113/113 [==============================] - 0s 856us/step - loss: 0.3245 - accuracy: 0.8685
Epoch 196/500
113/113 [==============================] - 0s 899us/step - loss: 0.3245 - accuracy: 0.8669
Epoch 197/500
113/113 [==============================] - 0s 917us/step - loss: 0.3239 - accuracy: 0.8693
Epoch 198/500
113/113 [==============================] - 0s 887us/step - loss: 0.3241 - accuracy: 0.8672
Epoch 199/500
113/113 [==============================] - 0s 852us/step - loss: 0.3240 - accuracy: 0.8661
Epoch 200/500
113/113 [==============================] - 0s 876us/step - loss: 0.3244 - accuracy: 0.8701
Epoch 201/500
113/113 [==============================] - 0s 945us/step - loss: 0.3245 - accuracy: 0.8671
Epoch 202/500
113/113 [==============================] - 0s 849us/step - loss: 0.3240 - accuracy: 0.8676
Epoch 203/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3240 - accuracy: 0.8669
Epoch 204/500
113/113 [==============================] - 0s 895us/step - loss: 0.3240 - accuracy: 0.8664
Epoch 205/500
113/113 [==============================] - 0s 903us/step - loss: 0.3238 - accuracy: 0.8674
Epoch 206/500
113/113 [==============================] - 0s 842us/step - loss: 0.3235 - accuracy: 0.8672
Epoch 207/500
113/113 [==============================] - 0s 948us/step - loss: 0.3241 - accuracy: 0.8672
Epoch 208/500
113/113 [==============================] - 0s 846us/step - loss: 0.3238 - accuracy: 0.8675
Epoch 209/500
113/113 [==============================] - 0s 845us/step - loss: 0.3243 - accuracy: 0.8667
Epoch 210/500
113/113 [==============================] - 0s 927us/step - loss: 0.3237 - accuracy: 0.8669
Epoch 211/500
113/113 [==============================] - 0s 844us/step - loss: 0.3237 - accuracy: 0.8679
Epoch 212/500
113/113 [==============================] - 0s 870us/step - loss: 0.3240 - accuracy: 0.8671
Epoch 213/500
113/113 [==============================] - 0s 853us/step - loss: 0.3237 - accuracy: 0.8676
Epoch 214/500
113/113 [==============================] - 0s 866us/step - loss: 0.3237 - accuracy: 0.8689
Epoch 215/500
113/113 [==============================] - 0s 907us/step - loss: 0.3237 - accuracy: 0.8653
Epoch 216/500
113/113 [==============================] - 0s 863us/step - loss: 0.3236 - accuracy: 0.8662
Epoch 217/500
113/113 [==============================] - 0s 949us/step - loss: 0.3238 - accuracy: 0.8658
Epoch 218/500
113/113 [==============================] - 0s 864us/step - loss: 0.3237 - accuracy: 0.8662
Epoch 219/500
113/113 [==============================] - 0s 842us/step - loss: 0.3238 - accuracy: 0.8674
Epoch 220/500
113/113 [==============================] - 0s 880us/step - loss: 0.3237 - accuracy: 0.8683
Epoch 221/500
113/113 [==============================] - 0s 858us/step - loss: 0.3239 - accuracy: 0.8658
Epoch 222/500
113/113 [==============================] - 0s 897us/step - loss: 0.3237 - accuracy: 0.8671
Epoch 223/500
113/113 [==============================] - 0s 835us/step - loss: 0.3232 - accuracy: 0.8669
Epoch 224/500
113/113 [==============================] - 0s 860us/step - loss: 0.3234 - accuracy: 0.8678
Epoch 225/500
113/113 [==============================] - 0s 898us/step - loss: 0.3238 - accuracy: 0.8678
Epoch 226/500
113/113 [==============================] - 0s 844us/step - loss: 0.3236 - accuracy: 0.8672
Epoch 227/500
113/113 [==============================] - 0s 935us/step - loss: 0.3237 - accuracy: 0.8661
Epoch 228/500
113/113 [==============================] - 0s 874us/step - loss: 0.3238 - accuracy: 0.8669
Epoch 229/500
113/113 [==============================] - 0s 869us/step - loss: 0.3236 - accuracy: 0.8686
Epoch 230/500
113/113 [==============================] - 0s 899us/step - loss: 0.3240 - accuracy: 0.8664
Epoch 231/500
113/113 [==============================] - 0s 841us/step - loss: 0.3234 - accuracy: 0.8660
Epoch 232/500
113/113 [==============================] - 0s 880us/step - loss: 0.3238 - accuracy: 0.8678
Epoch 233/500
113/113 [==============================] - 0s 855us/step - loss: 0.3234 - accuracy: 0.8674
Epoch 234/500
113/113 [==============================] - 0s 862us/step - loss: 0.3237 - accuracy: 0.8679
Epoch 235/500
113/113 [==============================] - 0s 946us/step - loss: 0.3236 - accuracy: 0.8665
Epoch 236/500
113/113 [==============================] - 0s 908us/step - loss: 0.3235 - accuracy: 0.8668
Epoch 237/500
113/113 [==============================] - 0s 866us/step - loss: 0.3236 - accuracy: 0.8671
Epoch 238/500
113/113 [==============================] - 0s 848us/step - loss: 0.3237 - accuracy: 0.8671
Epoch 239/500
113/113 [==============================] - 0s 947us/step - loss: 0.3234 - accuracy: 0.8682
Epoch 240/500
113/113 [==============================] - 0s 850us/step - loss: 0.3236 - accuracy: 0.8662
Epoch 241/500
113/113 [==============================] - 0s 880us/step - loss: 0.3235 - accuracy: 0.8668
Epoch 242/500
113/113 [==============================] - 0s 854us/step - loss: 0.3233 - accuracy: 0.8660
Epoch 243/500
113/113 [==============================] - 0s 848us/step - loss: 0.3238 - accuracy: 0.8668
Epoch 244/500
113/113 [==============================] - 0s 934us/step - loss: 0.3235 - accuracy: 0.8664
Epoch 245/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3236 - accuracy: 0.8668
Epoch 246/500
113/113 [==============================] - 0s 940us/step - loss: 0.3235 - accuracy: 0.8675
Epoch 247/500
113/113 [==============================] - 0s 865us/step - loss: 0.3234 - accuracy: 0.8668
Epoch 248/500
113/113 [==============================] - 0s 839us/step - loss: 0.3234 - accuracy: 0.8669
Epoch 249/500
113/113 [==============================] - 0s 866us/step - loss: 0.3235 - accuracy: 0.8654
Epoch 250/500
113/113 [==============================] - 0s 872us/step - loss: 0.3237 - accuracy: 0.8656
Epoch 251/500
113/113 [==============================] - 0s 870us/step - loss: 0.3236 - accuracy: 0.8657
Epoch 252/500
113/113 [==============================] - 0s 937us/step - loss: 0.3229 - accuracy: 0.8660
Epoch 253/500
113/113 [==============================] - 0s 836us/step - loss: 0.3237 - accuracy: 0.8672
Epoch 254/500
113/113 [==============================] - 0s 860us/step - loss: 0.3233 - accuracy: 0.8679
Epoch 255/500
113/113 [==============================] - 0s 990us/step - loss: 0.3232 - accuracy: 0.8672
Epoch 256/500
113/113 [==============================] - 0s 849us/step - loss: 0.3234 - accuracy: 0.8669
Epoch 257/500
113/113 [==============================] - 0s 878us/step - loss: 0.3232 - accuracy: 0.8674
Epoch 258/500
113/113 [==============================] - 0s 861us/step - loss: 0.3232 - accuracy: 0.8660
Epoch 259/500
113/113 [==============================] - 0s 849us/step - loss: 0.3232 - accuracy: 0.8683
Epoch 260/500
113/113 [==============================] - 0s 885us/step - loss: 0.3232 - accuracy: 0.8662
Epoch 261/500
113/113 [==============================] - 0s 839us/step - loss: 0.3237 - accuracy: 0.8669
Epoch 262/500
113/113 [==============================] - 0s 886us/step - loss: 0.3231 - accuracy: 0.8668
Epoch 263/500
113/113 [==============================] - 0s 855us/step - loss: 0.3235 - accuracy: 0.8660
Epoch 264/500
113/113 [==============================] - 0s 858us/step - loss: 0.3234 - accuracy: 0.8658
Epoch 265/500
113/113 [==============================] - 0s 878us/step - loss: 0.3230 - accuracy: 0.8686
Epoch 266/500
113/113 [==============================] - 0s 975us/step - loss: 0.3233 - accuracy: 0.8667
Epoch 267/500
113/113 [==============================] - 0s 877us/step - loss: 0.3232 - accuracy: 0.8665
Epoch 268/500
113/113 [==============================] - 0s 843us/step - loss: 0.3233 - accuracy: 0.8671
Epoch 269/500
113/113 [==============================] - 0s 865us/step - loss: 0.3234 - accuracy: 0.8658
Epoch 270/500
113/113 [==============================] - 0s 865us/step - loss: 0.3234 - accuracy: 0.8678
Epoch 271/500
113/113 [==============================] - 0s 853us/step - loss: 0.3233 - accuracy: 0.8664
Epoch 272/500
113/113 [==============================] - 0s 923us/step - loss: 0.3233 - accuracy: 0.8658
Epoch 273/500
113/113 [==============================] - 0s 849us/step - loss: 0.3235 - accuracy: 0.8661
Epoch 274/500
113/113 [==============================] - 0s 858us/step - loss: 0.3234 - accuracy: 0.8660
Epoch 275/500
113/113 [==============================] - 0s 875us/step - loss: 0.3234 - accuracy: 0.8669
Epoch 276/500
113/113 [==============================] - 0s 850us/step - loss: 0.3234 - accuracy: 0.8660
Epoch 277/500
113/113 [==============================] - 0s 886us/step - loss: 0.3233 - accuracy: 0.8667
Epoch 278/500
113/113 [==============================] - 0s 926us/step - loss: 0.3234 - accuracy: 0.8669
Epoch 279/500
113/113 [==============================] - 0s 870us/step - loss: 0.3233 - accuracy: 0.8662
Epoch 280/500
113/113 [==============================] - 0s 835us/step - loss: 0.3231 - accuracy: 0.8654
Epoch 281/500
113/113 [==============================] - 0s 856us/step - loss: 0.3236 - accuracy: 0.8660
Epoch 282/500
113/113 [==============================] - 0s 875us/step - loss: 0.3230 - accuracy: 0.8658
Epoch 283/500
113/113 [==============================] - 0s 857us/step - loss: 0.3236 - accuracy: 0.8668
Epoch 284/500
113/113 [==============================] - 0s 914us/step - loss: 0.3228 - accuracy: 0.8681
Epoch 285/500
113/113 [==============================] - 0s 857us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 286/500
113/113 [==============================] - 0s 846us/step - loss: 0.3233 - accuracy: 0.8654
Epoch 287/500
113/113 [==============================] - 0s 932us/step - loss: 0.3232 - accuracy: 0.8665
Epoch 288/500
113/113 [==============================] - 0s 848us/step - loss: 0.3232 - accuracy: 0.8674
Epoch 289/500
113/113 [==============================] - 0s 891us/step - loss: 0.3234 - accuracy: 0.8683
Epoch 290/500
113/113 [==============================] - 0s 845us/step - loss: 0.3232 - accuracy: 0.8656
Epoch 291/500
113/113 [==============================] - 0s 854us/step - loss: 0.3232 - accuracy: 0.8667
Epoch 292/500
113/113 [==============================] - 0s 877us/step - loss: 0.3234 - accuracy: 0.8661
Epoch 293/500
113/113 [==============================] - 0s 863us/step - loss: 0.3231 - accuracy: 0.8681
Epoch 294/500
113/113 [==============================] - 0s 945us/step - loss: 0.3235 - accuracy: 0.8657
Epoch 295/500
113/113 [==============================] - 0s 848us/step - loss: 0.3230 - accuracy: 0.8682
Epoch 296/500
113/113 [==============================] - 0s 888us/step - loss: 0.3231 - accuracy: 0.8669
Epoch 297/500
113/113 [==============================] - 0s 887us/step - loss: 0.3230 - accuracy: 0.8658
Epoch 298/500
113/113 [==============================] - 0s 853us/step - loss: 0.3231 - accuracy: 0.8674
Epoch 299/500
113/113 [==============================] - 0s 917us/step - loss: 0.3231 - accuracy: 0.8681
Epoch 300/500
113/113 [==============================] - 0s 843us/step - loss: 0.3237 - accuracy: 0.8664
Epoch 301/500
113/113 [==============================] - 0s 839us/step - loss: 0.3231 - accuracy: 0.8657
Epoch 302/500
113/113 [==============================] - 0s 871us/step - loss: 0.3225 - accuracy: 0.8687
Epoch 303/500
113/113 [==============================] - 0s 840us/step - loss: 0.3235 - accuracy: 0.8660
Epoch 304/500
113/113 [==============================] - 0s 877us/step - loss: 0.3233 - accuracy: 0.8660
Epoch 305/500
113/113 [==============================] - 0s 912us/step - loss: 0.3232 - accuracy: 0.8675
Epoch 306/500
113/113 [==============================] - 0s 844us/step - loss: 0.3234 - accuracy: 0.8656
Epoch 307/500
113/113 [==============================] - 0s 871us/step - loss: 0.3231 - accuracy: 0.8674
Epoch 308/500
113/113 [==============================] - 0s 849us/step - loss: 0.3232 - accuracy: 0.8669
Epoch 309/500
113/113 [==============================] - 0s 911us/step - loss: 0.3233 - accuracy: 0.8664
Epoch 310/500
113/113 [==============================] - 0s 845us/step - loss: 0.3226 - accuracy: 0.8646
Epoch 311/500
113/113 [==============================] - 0s 840us/step - loss: 0.3234 - accuracy: 0.8669
Epoch 312/500
113/113 [==============================] - 0s 882us/step - loss: 0.3232 - accuracy: 0.8669
Epoch 313/500
113/113 [==============================] - 0s 865us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 314/500
113/113 [==============================] - 0s 912us/step - loss: 0.3230 - accuracy: 0.8676
Epoch 315/500
113/113 [==============================] - 0s 982us/step - loss: 0.3230 - accuracy: 0.8657
Epoch 316/500
113/113 [==============================] - 0s 868us/step - loss: 0.3232 - accuracy: 0.8676
Epoch 317/500
113/113 [==============================] - 0s 854us/step - loss: 0.3235 - accuracy: 0.8665
Epoch 318/500
113/113 [==============================] - 0s 845us/step - loss: 0.3225 - accuracy: 0.8672
Epoch 319/500
113/113 [==============================] - 0s 885us/step - loss: 0.3230 - accuracy: 0.8657
Epoch 320/500
113/113 [==============================] - 0s 846us/step - loss: 0.3231 - accuracy: 0.8653
Epoch 321/500
113/113 [==============================] - 0s 859us/step - loss: 0.3230 - accuracy: 0.8657
Epoch 322/500
113/113 [==============================] - 0s 873us/step - loss: 0.3229 - accuracy: 0.8662
Epoch 323/500
113/113 [==============================] - 0s 843us/step - loss: 0.3231 - accuracy: 0.8669
Epoch 324/500
113/113 [==============================] - 0s 915us/step - loss: 0.3234 - accuracy: 0.8671
Epoch 325/500
113/113 [==============================] - 0s 840us/step - loss: 0.3230 - accuracy: 0.8665
Epoch 326/500
113/113 [==============================] - 0s 864us/step - loss: 0.3230 - accuracy: 0.8674
Epoch 327/500
113/113 [==============================] - 0s 847us/step - loss: 0.3228 - accuracy: 0.8675
Epoch 328/500
113/113 [==============================] - 0s 855us/step - loss: 0.3232 - accuracy: 0.8657
Epoch 329/500
113/113 [==============================] - 0s 889us/step - loss: 0.3230 - accuracy: 0.8656
Epoch 330/500
113/113 [==============================] - 0s 857us/step - loss: 0.3234 - accuracy: 0.8671
Epoch 331/500
113/113 [==============================] - 0s 845us/step - loss: 0.3231 - accuracy: 0.8661
Epoch 332/500
113/113 [==============================] - 0s 847us/step - loss: 0.3231 - accuracy: 0.8654
Epoch 333/500
113/113 [==============================] - 0s 859us/step - loss: 0.3231 - accuracy: 0.8665
Epoch 334/500
113/113 [==============================] - 0s 883us/step - loss: 0.3232 - accuracy: 0.8667
Epoch 335/500
113/113 [==============================] - 0s 956us/step - loss: 0.3228 - accuracy: 0.8669
Epoch 336/500
113/113 [==============================] - 0s 916us/step - loss: 0.3233 - accuracy: 0.8675
Epoch 337/500
113/113 [==============================] - 0s 839us/step - loss: 0.3231 - accuracy: 0.8681
Epoch 338/500
113/113 [==============================] - 0s 846us/step - loss: 0.3226 - accuracy: 0.8692
Epoch 339/500
113/113 [==============================] - 0s 927us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 340/500
113/113 [==============================] - 0s 843us/step - loss: 0.3228 - accuracy: 0.8679
Epoch 341/500
113/113 [==============================] - 0s 873us/step - loss: 0.3230 - accuracy: 0.8664
Epoch 342/500
113/113 [==============================] - 0s 849us/step - loss: 0.3228 - accuracy: 0.8664
Epoch 343/500
113/113 [==============================] - 0s 845us/step - loss: 0.3231 - accuracy: 0.8669
Epoch 344/500
113/113 [==============================] - 0s 986us/step - loss: 0.3231 - accuracy: 0.8668
Epoch 345/500
113/113 [==============================] - 0s 852us/step - loss: 0.3230 - accuracy: 0.8683
Epoch 346/500
113/113 [==============================] - 0s 849us/step - loss: 0.3228 - accuracy: 0.8660
Epoch 347/500
113/113 [==============================] - 0s 844us/step - loss: 0.3228 - accuracy: 0.8671
Epoch 348/500
113/113 [==============================] - 0s 838us/step - loss: 0.3226 - accuracy: 0.8669
Epoch 349/500
113/113 [==============================] - 0s 854us/step - loss: 0.3230 - accuracy: 0.8661
Epoch 350/500
113/113 [==============================] - 0s 848us/step - loss: 0.3233 - accuracy: 0.8656
Epoch 351/500
113/113 [==============================] - 0s 852us/step - loss: 0.3228 - accuracy: 0.8675
Epoch 352/500
113/113 [==============================] - 0s 845us/step - loss: 0.3232 - accuracy: 0.8658
Epoch 353/500
113/113 [==============================] - 0s 848us/step - loss: 0.3232 - accuracy: 0.8668
Epoch 354/500
113/113 [==============================] - 0s 851us/step - loss: 0.3231 - accuracy: 0.8678
Epoch 355/500
113/113 [==============================] - 0s 923us/step - loss: 0.3228 - accuracy: 0.8672
Epoch 356/500
113/113 [==============================] - 0s 845us/step - loss: 0.3231 - accuracy: 0.8661
Epoch 357/500
113/113 [==============================] - 0s 844us/step - loss: 0.3229 - accuracy: 0.8658
Epoch 358/500
113/113 [==============================] - 0s 852us/step - loss: 0.3225 - accuracy: 0.8671
Epoch 359/500
113/113 [==============================] - 0s 848us/step - loss: 0.3231 - accuracy: 0.8668
Epoch 360/500
113/113 [==============================] - 0s 851us/step - loss: 0.3231 - accuracy: 0.8664
Epoch 361/500
113/113 [==============================] - 0s 843us/step - loss: 0.3228 - accuracy: 0.8664
Epoch 362/500
113/113 [==============================] - 0s 844us/step - loss: 0.3233 - accuracy: 0.8669
Epoch 363/500
113/113 [==============================] - 0s 851us/step - loss: 0.3225 - accuracy: 0.8672
Epoch 364/500
113/113 [==============================] - 0s 905us/step - loss: 0.3231 - accuracy: 0.8671
Epoch 365/500
113/113 [==============================] - 0s 839us/step - loss: 0.3228 - accuracy: 0.8658
Epoch 366/500
113/113 [==============================] - 0s 840us/step - loss: 0.3230 - accuracy: 0.8674
Epoch 367/500
113/113 [==============================] - 0s 847us/step - loss: 0.3228 - accuracy: 0.8667
Epoch 368/500
113/113 [==============================] - 0s 846us/step - loss: 0.3232 - accuracy: 0.8661
Epoch 369/500
113/113 [==============================] - 0s 855us/step - loss: 0.3228 - accuracy: 0.8674
Epoch 370/500
113/113 [==============================] - 0s 839us/step - loss: 0.3230 - accuracy: 0.8658
Epoch 371/500
113/113 [==============================] - 0s 828us/step - loss: 0.3228 - accuracy: 0.8664
Epoch 372/500
113/113 [==============================] - 0s 846us/step - loss: 0.3228 - accuracy: 0.8661
Epoch 373/500
113/113 [==============================] - 0s 843us/step - loss: 0.3229 - accuracy: 0.8656
Epoch 374/500
113/113 [==============================] - 0s 855us/step - loss: 0.3230 - accuracy: 0.8668
Epoch 375/500
113/113 [==============================] - 0s 920us/step - loss: 0.3230 - accuracy: 0.8657
Epoch 376/500
113/113 [==============================] - 0s 848us/step - loss: 0.3229 - accuracy: 0.8678
Epoch 377/500
113/113 [==============================] - 0s 904us/step - loss: 0.3228 - accuracy: 0.8657
Epoch 378/500
113/113 [==============================] - 0s 870us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 379/500
113/113 [==============================] - 0s 847us/step - loss: 0.3231 - accuracy: 0.8675
Epoch 380/500
113/113 [==============================] - 0s 854us/step - loss: 0.3229 - accuracy: 0.8671
Epoch 381/500
113/113 [==============================] - 0s 846us/step - loss: 0.3228 - accuracy: 0.8658
Epoch 382/500
113/113 [==============================] - 0s 842us/step - loss: 0.3225 - accuracy: 0.8679
Epoch 383/500
113/113 [==============================] - 0s 841us/step - loss: 0.3231 - accuracy: 0.8672
Epoch 384/500
113/113 [==============================] - 0s 859us/step - loss: 0.3228 - accuracy: 0.8660
Epoch 385/500
113/113 [==============================] - 0s 926us/step - loss: 0.3229 - accuracy: 0.8665
Epoch 386/500
113/113 [==============================] - 0s 862us/step - loss: 0.3229 - accuracy: 0.8668
Epoch 387/500
113/113 [==============================] - 0s 853us/step - loss: 0.3228 - accuracy: 0.8662
Epoch 388/500
113/113 [==============================] - 0s 873us/step - loss: 0.3229 - accuracy: 0.8661
Epoch 389/500
113/113 [==============================] - 0s 862us/step - loss: 0.3229 - accuracy: 0.8672
Epoch 390/500
113/113 [==============================] - 0s 856us/step - loss: 0.3224 - accuracy: 0.8676
Epoch 391/500
113/113 [==============================] - 0s 853us/step - loss: 0.3230 - accuracy: 0.8690
Epoch 392/500
113/113 [==============================] - 0s 848us/step - loss: 0.3230 - accuracy: 0.8665
Epoch 393/500
113/113 [==============================] - 0s 845us/step - loss: 0.3225 - accuracy: 0.8658
Epoch 394/500
113/113 [==============================] - 0s 852us/step - loss: 0.3230 - accuracy: 0.8674
Epoch 395/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3224 - accuracy: 0.8647
Epoch 396/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3227 - accuracy: 0.8660
Epoch 397/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3227 - accuracy: 0.8664
Epoch 398/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8657
Epoch 399/500
113/113 [==============================] - 0s 867us/step - loss: 0.3228 - accuracy: 0.8662
Epoch 400/500
113/113 [==============================] - 0s 856us/step - loss: 0.3231 - accuracy: 0.8664
Epoch 401/500
113/113 [==============================] - 0s 852us/step - loss: 0.3231 - accuracy: 0.8674
Epoch 402/500
113/113 [==============================] - 0s 952us/step - loss: 0.3228 - accuracy: 0.8675
Epoch 403/500
113/113 [==============================] - 0s 844us/step - loss: 0.3227 - accuracy: 0.8661
Epoch 404/500
113/113 [==============================] - 0s 860us/step - loss: 0.3234 - accuracy: 0.8658
Epoch 405/500
113/113 [==============================] - 0s 843us/step - loss: 0.3230 - accuracy: 0.8656
Epoch 406/500
113/113 [==============================] - 0s 850us/step - loss: 0.3229 - accuracy: 0.8678
Epoch 407/500
113/113 [==============================] - 0s 851us/step - loss: 0.3230 - accuracy: 0.8665
Epoch 408/500
113/113 [==============================] - 0s 847us/step - loss: 0.3231 - accuracy: 0.8662
Epoch 409/500
113/113 [==============================] - 0s 832us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 410/500
113/113 [==============================] - 0s 844us/step - loss: 0.3230 - accuracy: 0.8664
Epoch 411/500
113/113 [==============================] - 0s 838us/step - loss: 0.3227 - accuracy: 0.8664
Epoch 412/500
113/113 [==============================] - 0s 984us/step - loss: 0.3232 - accuracy: 0.8662
Epoch 413/500
113/113 [==============================] - 0s 847us/step - loss: 0.3228 - accuracy: 0.8669
Epoch 414/500
113/113 [==============================] - 0s 853us/step - loss: 0.3226 - accuracy: 0.8676
Epoch 415/500
113/113 [==============================] - 0s 852us/step - loss: 0.3229 - accuracy: 0.8651
Epoch 416/500
113/113 [==============================] - 0s 849us/step - loss: 0.3232 - accuracy: 0.8667
Epoch 417/500
113/113 [==============================] - 0s 853us/step - loss: 0.3227 - accuracy: 0.8661
Epoch 418/500
113/113 [==============================] - 0s 839us/step - loss: 0.3227 - accuracy: 0.8642
Epoch 419/500
113/113 [==============================] - 0s 850us/step - loss: 0.3232 - accuracy: 0.8669
Epoch 420/500
113/113 [==============================] - 0s 856us/step - loss: 0.3226 - accuracy: 0.8682
Epoch 421/500
113/113 [==============================] - 0s 869us/step - loss: 0.3228 - accuracy: 0.8656
Epoch 422/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3232 - accuracy: 0.8657
Epoch 423/500
113/113 [==============================] - 0s 858us/step - loss: 0.3230 - accuracy: 0.8668
Epoch 424/500
113/113 [==============================] - 0s 844us/step - loss: 0.3233 - accuracy: 0.8653
Epoch 425/500
113/113 [==============================] - 0s 840us/step - loss: 0.3230 - accuracy: 0.8668
Epoch 426/500
113/113 [==============================] - 0s 841us/step - loss: 0.3228 - accuracy: 0.8676
Epoch 427/500
113/113 [==============================] - 0s 869us/step - loss: 0.3225 - accuracy: 0.8665
Epoch 428/500
113/113 [==============================] - 0s 855us/step - loss: 0.3233 - accuracy: 0.8650
Epoch 429/500
113/113 [==============================] - 0s 855us/step - loss: 0.3228 - accuracy: 0.8644
Epoch 430/500
113/113 [==============================] - 0s 849us/step - loss: 0.3231 - accuracy: 0.8656
Epoch 431/500
113/113 [==============================] - 0s 846us/step - loss: 0.3232 - accuracy: 0.8651
Epoch 432/500
113/113 [==============================] - 0s 972us/step - loss: 0.3226 - accuracy: 0.8675
Epoch 433/500
113/113 [==============================] - 0s 846us/step - loss: 0.3228 - accuracy: 0.8672
Epoch 434/500
113/113 [==============================] - 0s 886us/step - loss: 0.3231 - accuracy: 0.8656
Epoch 435/500
113/113 [==============================] - 0s 852us/step - loss: 0.3230 - accuracy: 0.8660
Epoch 436/500
113/113 [==============================] - 0s 851us/step - loss: 0.3231 - accuracy: 0.8644
Epoch 437/500
113/113 [==============================] - 0s 867us/step - loss: 0.3228 - accuracy: 0.8676
Epoch 438/500
113/113 [==============================] - 0s 856us/step - loss: 0.3230 - accuracy: 0.8671
Epoch 439/500
113/113 [==============================] - 0s 854us/step - loss: 0.3230 - accuracy: 0.8674
Epoch 440/500
113/113 [==============================] - 0s 843us/step - loss: 0.3230 - accuracy: 0.8656
Epoch 441/500
113/113 [==============================] - 0s 843us/step - loss: 0.3226 - accuracy: 0.8658
Epoch 442/500
113/113 [==============================] - 0s 959us/step - loss: 0.3229 - accuracy: 0.8665
Epoch 443/500
113/113 [==============================] - 0s 850us/step - loss: 0.3222 - accuracy: 0.8665
Epoch 444/500
113/113 [==============================] - 0s 849us/step - loss: 0.3227 - accuracy: 0.8661
Epoch 445/500
113/113 [==============================] - 0s 852us/step - loss: 0.3226 - accuracy: 0.8662
Epoch 446/500
113/113 [==============================] - 0s 850us/step - loss: 0.3231 - accuracy: 0.8676
Epoch 447/500
113/113 [==============================] - 0s 864us/step - loss: 0.3231 - accuracy: 0.8669
Epoch 448/500
113/113 [==============================] - 0s 849us/step - loss: 0.3226 - accuracy: 0.8661
Epoch 449/500
113/113 [==============================] - 0s 855us/step - loss: 0.3229 - accuracy: 0.8668
Epoch 450/500
113/113 [==============================] - 0s 849us/step - loss: 0.3228 - accuracy: 0.8667
Epoch 451/500
113/113 [==============================] - 0s 839us/step - loss: 0.3231 - accuracy: 0.8674
Epoch 452/500
113/113 [==============================] - 0s 899us/step - loss: 0.3228 - accuracy: 0.8643
Epoch 453/500
113/113 [==============================] - 0s 845us/step - loss: 0.3227 - accuracy: 0.8692
Epoch 454/500
113/113 [==============================] - 0s 855us/step - loss: 0.3228 - accuracy: 0.8660
Epoch 455/500
113/113 [==============================] - 0s 843us/step - loss: 0.3226 - accuracy: 0.8658
Epoch 456/500
113/113 [==============================] - 0s 845us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 457/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3229 - accuracy: 0.8658
Epoch 458/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8669
Epoch 459/500
113/113 [==============================] - 0s 974us/step - loss: 0.3231 - accuracy: 0.8654
Epoch 460/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3227 - accuracy: 0.8668
Epoch 461/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3226 - accuracy: 0.8657
Epoch 462/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3230 - accuracy: 0.8664
Epoch 463/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3228 - accuracy: 0.8671
Epoch 464/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8667
Epoch 465/500
113/113 [==============================] - 0s 985us/step - loss: 0.3230 - accuracy: 0.8662
Epoch 466/500
113/113 [==============================] - 0s 860us/step - loss: 0.3230 - accuracy: 0.8664
Epoch 467/500
113/113 [==============================] - 0s 950us/step - loss: 0.3228 - accuracy: 0.8669
Epoch 468/500
113/113 [==============================] - 0s 891us/step - loss: 0.3224 - accuracy: 0.8661
Epoch 469/500
113/113 [==============================] - 0s 822us/step - loss: 0.3227 - accuracy: 0.8678
Epoch 470/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3230 - accuracy: 0.8675
Epoch 471/500
113/113 [==============================] - 0s 870us/step - loss: 0.3227 - accuracy: 0.8668
Epoch 472/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3228 - accuracy: 0.8672
Epoch 473/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3229 - accuracy: 0.8662
Epoch 474/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3229 - accuracy: 0.8665
Epoch 475/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3228 - accuracy: 0.8674
Epoch 476/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8665
Epoch 477/500
113/113 [==============================] - 0s 943us/step - loss: 0.3229 - accuracy: 0.8657
Epoch 478/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3225 - accuracy: 0.8656
Epoch 479/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3228 - accuracy: 0.8671
Epoch 480/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3225 - accuracy: 0.8671
Epoch 481/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3224 - accuracy: 0.8668
Epoch 482/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8675
Epoch 483/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3225 - accuracy: 0.8664
Epoch 484/500
113/113 [==============================] - 0s 998us/step - loss: 0.3224 - accuracy: 0.8669
Epoch 485/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3225 - accuracy: 0.8664
Epoch 486/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3230 - accuracy: 0.8675
Epoch 487/500
113/113 [==============================] - 0s 999us/step - loss: 0.3226 - accuracy: 0.8678
Epoch 488/500
113/113 [==============================] - 0s 979us/step - loss: 0.3224 - accuracy: 0.8660
Epoch 489/500
113/113 [==============================] - 0s 931us/step - loss: 0.3230 - accuracy: 0.8661
Epoch 490/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3227 - accuracy: 0.8668
Epoch 491/500
113/113 [==============================] - 0s 903us/step - loss: 0.3228 - accuracy: 0.8657
Epoch 492/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8667
Epoch 493/500
113/113 [==============================] - 0s 891us/step - loss: 0.3227 - accuracy: 0.8676
Epoch 494/500
113/113 [==============================] - 0s 840us/step - loss: 0.3228 - accuracy: 0.8660
Epoch 495/500
113/113 [==============================] - 0s 843us/step - loss: 0.3227 - accuracy: 0.8669
Epoch 496/500
113/113 [==============================] - 0s 870us/step - loss: 0.3227 - accuracy: 0.8667
Epoch 497/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8662
Epoch 498/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3226 - accuracy: 0.8657
Epoch 499/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3228 - accuracy: 0.8667
Epoch 500/500
113/113 [==============================] - 0s 880us/step - loss: 0.3226 - accuracy: 0.8646
Epoch 1/500
113/113 [==============================] - 0s 922us/step - loss: 0.6564 - accuracy: 0.7942
Epoch 2/500
113/113 [==============================] - 0s 962us/step - loss: 0.5481 - accuracy: 0.7978
Epoch 3/500
113/113 [==============================] - 0s 900us/step - loss: 0.4643 - accuracy: 0.7978
Epoch 4/500
113/113 [==============================] - 0s 899us/step - loss: 0.4428 - accuracy: 0.7978
Epoch 5/500
113/113 [==============================] - 0s 947us/step - loss: 0.4358 - accuracy: 0.7978
Epoch 6/500
113/113 [==============================] - 0s 922us/step - loss: 0.4318 - accuracy: 0.7978
Epoch 7/500
113/113 [==============================] - 0s 961us/step - loss: 0.4293 - accuracy: 0.7978
Epoch 8/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7978
Epoch 9/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7978
Epoch 10/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4242 - accuracy: 0.7978
Epoch 11/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4223 - accuracy: 0.7978
Epoch 12/500
113/113 [==============================] - 0s 937us/step - loss: 0.4205 - accuracy: 0.7978
Epoch 13/500
113/113 [==============================] - 0s 941us/step - loss: 0.4189 - accuracy: 0.8114
Epoch 14/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4177 - accuracy: 0.8231
Epoch 15/500
113/113 [==============================] - 0s 957us/step - loss: 0.4169 - accuracy: 0.8236
Epoch 16/500
113/113 [==============================] - 0s 978us/step - loss: 0.4159 - accuracy: 0.8250
Epoch 17/500
113/113 [==============================] - 0s 950us/step - loss: 0.4151 - accuracy: 0.8269
Epoch 18/500
113/113 [==============================] - 0s 980us/step - loss: 0.4143 - accuracy: 0.8281
Epoch 19/500
113/113 [==============================] - 0s 948us/step - loss: 0.4137 - accuracy: 0.8289
Epoch 20/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4132 - accuracy: 0.8301
Epoch 21/500
113/113 [==============================] - 0s 968us/step - loss: 0.4126 - accuracy: 0.8301
Epoch 22/500
113/113 [==============================] - 0s 868us/step - loss: 0.4119 - accuracy: 0.8319
Epoch 23/500
113/113 [==============================] - 0s 910us/step - loss: 0.4114 - accuracy: 0.8318
Epoch 24/500
113/113 [==============================] - 0s 976us/step - loss: 0.4106 - accuracy: 0.8325
Epoch 25/500
113/113 [==============================] - 0s 885us/step - loss: 0.4102 - accuracy: 0.8321
Epoch 26/500
113/113 [==============================] - 0s 871us/step - loss: 0.4093 - accuracy: 0.8326
Epoch 27/500
113/113 [==============================] - 0s 882us/step - loss: 0.4089 - accuracy: 0.8332
Epoch 28/500
113/113 [==============================] - 0s 854us/step - loss: 0.4083 - accuracy: 0.8333
Epoch 29/500
113/113 [==============================] - 0s 886us/step - loss: 0.4078 - accuracy: 0.8336
Epoch 30/500
113/113 [==============================] - 0s 911us/step - loss: 0.4071 - accuracy: 0.8335
Epoch 31/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4066 - accuracy: 0.8347
Epoch 32/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4060 - accuracy: 0.8351
Epoch 33/500
113/113 [==============================] - 0s 878us/step - loss: 0.4054 - accuracy: 0.8347
Epoch 34/500
113/113 [==============================] - 0s 852us/step - loss: 0.4050 - accuracy: 0.8360
Epoch 35/500
113/113 [==============================] - 0s 885us/step - loss: 0.4044 - accuracy: 0.8353
Epoch 36/500
113/113 [==============================] - 0s 865us/step - loss: 0.4042 - accuracy: 0.8353
Epoch 37/500
113/113 [==============================] - 0s 901us/step - loss: 0.4037 - accuracy: 0.8360
Epoch 38/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4032 - accuracy: 0.8356
Epoch 39/500
113/113 [==============================] - 0s 880us/step - loss: 0.4028 - accuracy: 0.8360
Epoch 40/500
113/113 [==============================] - 0s 933us/step - loss: 0.4024 - accuracy: 0.8357
Epoch 41/500
113/113 [==============================] - 0s 958us/step - loss: 0.4022 - accuracy: 0.8361
Epoch 42/500
113/113 [==============================] - 0s 858us/step - loss: 0.4015 - accuracy: 0.8358
Epoch 43/500
113/113 [==============================] - 0s 851us/step - loss: 0.4015 - accuracy: 0.8364
Epoch 44/500
113/113 [==============================] - 0s 893us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 45/500
113/113 [==============================] - 0s 858us/step - loss: 0.4009 - accuracy: 0.8361
Epoch 46/500
113/113 [==============================] - 0s 917us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 47/500
113/113 [==============================] - 0s 886us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 48/500
113/113 [==============================] - 0s 863us/step - loss: 0.4002 - accuracy: 0.8360
Epoch 49/500
113/113 [==============================] - 0s 878us/step - loss: 0.3999 - accuracy: 0.8357
Epoch 50/500
113/113 [==============================] - 0s 859us/step - loss: 0.3998 - accuracy: 0.8374
Epoch 51/500
113/113 [==============================] - 0s 886us/step - loss: 0.3995 - accuracy: 0.8364
Epoch 52/500
113/113 [==============================] - 0s 907us/step - loss: 0.3993 - accuracy: 0.8364
Epoch 53/500
113/113 [==============================] - 0s 860us/step - loss: 0.3993 - accuracy: 0.8365
Epoch 54/500
113/113 [==============================] - 0s 846us/step - loss: 0.3990 - accuracy: 0.8368
Epoch 55/500
113/113 [==============================] - 0s 883us/step - loss: 0.3988 - accuracy: 0.8363
Epoch 56/500
113/113 [==============================] - 0s 916us/step - loss: 0.3986 - accuracy: 0.8365
Epoch 57/500
113/113 [==============================] - 0s 953us/step - loss: 0.3985 - accuracy: 0.8361
Epoch 58/500
113/113 [==============================] - 0s 977us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 59/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8368
Epoch 60/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8367
Epoch 61/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3979 - accuracy: 0.8371
Epoch 62/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8367
Epoch 63/500
113/113 [==============================] - 0s 958us/step - loss: 0.3978 - accuracy: 0.8372
Epoch 64/500
113/113 [==============================] - 0s 963us/step - loss: 0.3975 - accuracy: 0.8372
Epoch 65/500
113/113 [==============================] - 0s 983us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 66/500
113/113 [==============================] - 0s 882us/step - loss: 0.3974 - accuracy: 0.8369
Epoch 67/500
113/113 [==============================] - 0s 904us/step - loss: 0.3972 - accuracy: 0.8364
Epoch 68/500
113/113 [==============================] - 0s 911us/step - loss: 0.3971 - accuracy: 0.8367
Epoch 69/500
113/113 [==============================] - 0s 896us/step - loss: 0.3970 - accuracy: 0.8368
Epoch 70/500
113/113 [==============================] - 0s 854us/step - loss: 0.3969 - accuracy: 0.8376
Epoch 71/500
113/113 [==============================] - 0s 855us/step - loss: 0.3966 - accuracy: 0.8385
Epoch 72/500
113/113 [==============================] - 0s 899us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 73/500
113/113 [==============================] - 0s 844us/step - loss: 0.3965 - accuracy: 0.8372
Epoch 74/500
113/113 [==============================] - 0s 884us/step - loss: 0.3965 - accuracy: 0.8385
Epoch 75/500
113/113 [==============================] - 0s 867us/step - loss: 0.3964 - accuracy: 0.8375
Epoch 76/500
113/113 [==============================] - 0s 856us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 77/500
113/113 [==============================] - 0s 882us/step - loss: 0.3961 - accuracy: 0.8378
Epoch 78/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8372
Epoch 79/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8372
Epoch 80/500
113/113 [==============================] - 0s 857us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 81/500
113/113 [==============================] - 0s 879us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 82/500
113/113 [==============================] - 0s 904us/step - loss: 0.3957 - accuracy: 0.8381
Epoch 83/500
113/113 [==============================] - 0s 992us/step - loss: 0.3954 - accuracy: 0.8369
Epoch 84/500
113/113 [==============================] - 0s 867us/step - loss: 0.3953 - accuracy: 0.8372
Epoch 85/500
113/113 [==============================] - 0s 848us/step - loss: 0.3951 - accuracy: 0.8378
Epoch 86/500
113/113 [==============================] - 0s 899us/step - loss: 0.3952 - accuracy: 0.8369
Epoch 87/500
113/113 [==============================] - 0s 901us/step - loss: 0.3950 - accuracy: 0.8365
Epoch 88/500
113/113 [==============================] - 0s 899us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 89/500
113/113 [==============================] - 0s 859us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 90/500
113/113 [==============================] - 0s 852us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 91/500
113/113 [==============================] - 0s 902us/step - loss: 0.3947 - accuracy: 0.8367
Epoch 92/500
113/113 [==============================] - 0s 862us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 93/500
113/113 [==============================] - 0s 928us/step - loss: 0.3946 - accuracy: 0.8365
Epoch 94/500
113/113 [==============================] - 0s 868us/step - loss: 0.3943 - accuracy: 0.8364
Epoch 95/500
113/113 [==============================] - 0s 872us/step - loss: 0.3945 - accuracy: 0.8368
Epoch 96/500
113/113 [==============================] - 0s 855us/step - loss: 0.3941 - accuracy: 0.8371
Epoch 97/500
113/113 [==============================] - 0s 953us/step - loss: 0.3942 - accuracy: 0.8383
Epoch 98/500
113/113 [==============================] - 0s 899us/step - loss: 0.3942 - accuracy: 0.8369
Epoch 99/500
113/113 [==============================] - 0s 848us/step - loss: 0.3942 - accuracy: 0.8376
Epoch 100/500
113/113 [==============================] - 0s 885us/step - loss: 0.3941 - accuracy: 0.8383
Epoch 101/500
113/113 [==============================] - 0s 965us/step - loss: 0.3941 - accuracy: 0.8364
Epoch 102/500
113/113 [==============================] - 0s 861us/step - loss: 0.3939 - accuracy: 0.8367
Epoch 103/500
113/113 [==============================] - 0s 898us/step - loss: 0.3939 - accuracy: 0.8363
Epoch 104/500
113/113 [==============================] - 0s 861us/step - loss: 0.3938 - accuracy: 0.8376
Epoch 105/500
113/113 [==============================] - 0s 879us/step - loss: 0.3938 - accuracy: 0.8374
Epoch 106/500
113/113 [==============================] - 0s 922us/step - loss: 0.3936 - accuracy: 0.8378
Epoch 107/500
113/113 [==============================] - 0s 872us/step - loss: 0.3937 - accuracy: 0.8368
Epoch 108/500
113/113 [==============================] - 0s 967us/step - loss: 0.3936 - accuracy: 0.8375
Epoch 109/500
113/113 [==============================] - 0s 847us/step - loss: 0.3937 - accuracy: 0.8375
Epoch 110/500
113/113 [==============================] - 0s 881us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 111/500
113/113 [==============================] - 0s 862us/step - loss: 0.3934 - accuracy: 0.8382
Epoch 112/500
113/113 [==============================] - 0s 884us/step - loss: 0.3936 - accuracy: 0.8371
Epoch 113/500
113/113 [==============================] - 0s 851us/step - loss: 0.3935 - accuracy: 0.8374
Epoch 114/500
113/113 [==============================] - 0s 864us/step - loss: 0.3932 - accuracy: 0.8374
Epoch 115/500
113/113 [==============================] - 0s 908us/step - loss: 0.3934 - accuracy: 0.8365
Epoch 116/500
113/113 [==============================] - 0s 968us/step - loss: 0.3934 - accuracy: 0.8369
Epoch 117/500
113/113 [==============================] - 0s 915us/step - loss: 0.3932 - accuracy: 0.8357
Epoch 118/500
113/113 [==============================] - 0s 858us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 119/500
113/113 [==============================] - 0s 863us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 120/500
113/113 [==============================] - 0s 891us/step - loss: 0.3932 - accuracy: 0.8368
Epoch 121/500
113/113 [==============================] - 0s 858us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 122/500
113/113 [==============================] - 0s 899us/step - loss: 0.3933 - accuracy: 0.8369
Epoch 123/500
113/113 [==============================] - 0s 867us/step - loss: 0.3932 - accuracy: 0.8368
Epoch 124/500
113/113 [==============================] - 0s 852us/step - loss: 0.3931 - accuracy: 0.8376
Epoch 125/500
113/113 [==============================] - 0s 867us/step - loss: 0.3932 - accuracy: 0.8363
Epoch 126/500
113/113 [==============================] - 0s 979us/step - loss: 0.3930 - accuracy: 0.8361
Epoch 127/500
113/113 [==============================] - 0s 903us/step - loss: 0.3930 - accuracy: 0.8358
Epoch 128/500
113/113 [==============================] - 0s 857us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 129/500
113/113 [==============================] - 0s 862us/step - loss: 0.3930 - accuracy: 0.8375
Epoch 130/500
113/113 [==============================] - 0s 859us/step - loss: 0.3928 - accuracy: 0.8368
Epoch 131/500
113/113 [==============================] - 0s 864us/step - loss: 0.3928 - accuracy: 0.8371
Epoch 132/500
113/113 [==============================] - 0s 912us/step - loss: 0.3928 - accuracy: 0.8372
Epoch 133/500
113/113 [==============================] - 0s 860us/step - loss: 0.3928 - accuracy: 0.8351
Epoch 134/500
113/113 [==============================] - 0s 879us/step - loss: 0.3927 - accuracy: 0.8368
Epoch 135/500
113/113 [==============================] - 0s 885us/step - loss: 0.3927 - accuracy: 0.83740s - loss: 0.3918 - accuracy: 0.83
Epoch 136/500
113/113 [==============================] - 0s 854us/step - loss: 0.3925 - accuracy: 0.8368
Epoch 137/500
113/113 [==============================] - 0s 905us/step - loss: 0.3925 - accuracy: 0.8361
Epoch 138/500
113/113 [==============================] - 0s 854us/step - loss: 0.3923 - accuracy: 0.8375
Epoch 139/500
113/113 [==============================] - 0s 880us/step - loss: 0.3923 - accuracy: 0.8374
Epoch 140/500
113/113 [==============================] - 0s 869us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 141/500
113/113 [==============================] - 0s 854us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 142/500
113/113 [==============================] - 0s 878us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 143/500
113/113 [==============================] - 0s 869us/step - loss: 0.3918 - accuracy: 0.8372
Epoch 144/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8369
Epoch 145/500
113/113 [==============================] - 0s 976us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 146/500
113/113 [==============================] - 0s 861us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 147/500
113/113 [==============================] - 0s 878us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 148/500
113/113 [==============================] - 0s 906us/step - loss: 0.3918 - accuracy: 0.8369
Epoch 149/500
113/113 [==============================] - 0s 875us/step - loss: 0.3915 - accuracy: 0.8374
Epoch 150/500
113/113 [==============================] - 0s 851us/step - loss: 0.3914 - accuracy: 0.8368
Epoch 151/500
113/113 [==============================] - 0s 897us/step - loss: 0.3915 - accuracy: 0.8390
Epoch 152/500
113/113 [==============================] - 0s 912us/step - loss: 0.3914 - accuracy: 0.8386
Epoch 153/500
113/113 [==============================] - 0s 854us/step - loss: 0.3913 - accuracy: 0.8382
Epoch 154/500
113/113 [==============================] - 0s 882us/step - loss: 0.3910 - accuracy: 0.8385
Epoch 155/500
113/113 [==============================] - 0s 950us/step - loss: 0.3911 - accuracy: 0.8390
Epoch 156/500
113/113 [==============================] - 0s 864us/step - loss: 0.3911 - accuracy: 0.8378
Epoch 157/500
113/113 [==============================] - 0s 933us/step - loss: 0.3908 - accuracy: 0.8390
Epoch 158/500
113/113 [==============================] - 0s 901us/step - loss: 0.3909 - accuracy: 0.8383
Epoch 159/500
113/113 [==============================] - 0s 927us/step - loss: 0.3905 - accuracy: 0.8383
Epoch 160/500
113/113 [==============================] - 0s 851us/step - loss: 0.3907 - accuracy: 0.8390
Epoch 161/500
113/113 [==============================] - 0s 929us/step - loss: 0.3906 - accuracy: 0.8381
Epoch 162/500
113/113 [==============================] - 0s 855us/step - loss: 0.3906 - accuracy: 0.8376
Epoch 163/500
113/113 [==============================] - 0s 864us/step - loss: 0.3906 - accuracy: 0.8396
Epoch 164/500
113/113 [==============================] - 0s 979us/step - loss: 0.3905 - accuracy: 0.8399
Epoch 165/500
113/113 [==============================] - 0s 862us/step - loss: 0.3902 - accuracy: 0.8397
Epoch 166/500
113/113 [==============================] - 0s 969us/step - loss: 0.3902 - accuracy: 0.8378
Epoch 167/500
113/113 [==============================] - 0s 880us/step - loss: 0.3903 - accuracy: 0.8400
Epoch 168/500
113/113 [==============================] - 0s 855us/step - loss: 0.3902 - accuracy: 0.8389
Epoch 169/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3900 - accuracy: 0.8389
Epoch 170/500
113/113 [==============================] - 0s 862us/step - loss: 0.3900 - accuracy: 0.8400
Epoch 171/500
113/113 [==============================] - 0s 902us/step - loss: 0.3901 - accuracy: 0.8397
Epoch 172/500
113/113 [==============================] - 0s 868us/step - loss: 0.3898 - accuracy: 0.8382
Epoch 173/500
113/113 [==============================] - 0s 885us/step - loss: 0.3897 - accuracy: 0.8394
Epoch 174/500
113/113 [==============================] - 0s 961us/step - loss: 0.3899 - accuracy: 0.8379
Epoch 175/500
113/113 [==============================] - 0s 873us/step - loss: 0.3898 - accuracy: 0.8404
Epoch 176/500
113/113 [==============================] - 0s 908us/step - loss: 0.3897 - accuracy: 0.8396
Epoch 177/500
113/113 [==============================] - 0s 856us/step - loss: 0.3896 - accuracy: 0.8396
Epoch 178/500
113/113 [==============================] - 0s 900us/step - loss: 0.3896 - accuracy: 0.8400
Epoch 179/500
113/113 [==============================] - 0s 857us/step - loss: 0.3897 - accuracy: 0.8393
Epoch 180/500
113/113 [==============================] - 0s 961us/step - loss: 0.3896 - accuracy: 0.8389
Epoch 181/500
113/113 [==============================] - 0s 855us/step - loss: 0.3895 - accuracy: 0.8394
Epoch 182/500
113/113 [==============================] - 0s 884us/step - loss: 0.3894 - accuracy: 0.8385
Epoch 183/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3895 - accuracy: 0.8386
Epoch 184/500
113/113 [==============================] - 0s 933us/step - loss: 0.3893 - accuracy: 0.8389
Epoch 185/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3892 - accuracy: 0.8392
Epoch 186/500
113/113 [==============================] - 0s 991us/step - loss: 0.3892 - accuracy: 0.8389
Epoch 187/500
113/113 [==============================] - 0s 993us/step - loss: 0.3892 - accuracy: 0.8381
Epoch 188/500
113/113 [==============================] - 0s 871us/step - loss: 0.3892 - accuracy: 0.8382
Epoch 189/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8393
Epoch 190/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8394
Epoch 191/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3890 - accuracy: 0.8389
Epoch 192/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3892 - accuracy: 0.8394
Epoch 193/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3890 - accuracy: 0.8393
Epoch 194/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3889 - accuracy: 0.8389
Epoch 195/500
113/113 [==============================] - 0s 991us/step - loss: 0.3888 - accuracy: 0.8390
Epoch 196/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3890 - accuracy: 0.8381
Epoch 197/500
113/113 [==============================] - 0s 978us/step - loss: 0.3889 - accuracy: 0.8388
Epoch 198/500
113/113 [==============================] - 0s 948us/step - loss: 0.3887 - accuracy: 0.8385
Epoch 199/500
113/113 [==============================] - 0s 987us/step - loss: 0.3890 - accuracy: 0.8375
Epoch 200/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3888 - accuracy: 0.8376
Epoch 201/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3889 - accuracy: 0.8393
Epoch 202/500
113/113 [==============================] - 0s 961us/step - loss: 0.3887 - accuracy: 0.8379
Epoch 203/500
113/113 [==============================] - 0s 901us/step - loss: 0.3889 - accuracy: 0.8390
Epoch 204/500
113/113 [==============================] - 0s 861us/step - loss: 0.3889 - accuracy: 0.8381
Epoch 205/500
113/113 [==============================] - 0s 949us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 206/500
113/113 [==============================] - 0s 863us/step - loss: 0.3887 - accuracy: 0.8388
Epoch 207/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3887 - accuracy: 0.8383
Epoch 208/500
113/113 [==============================] - 0s 967us/step - loss: 0.3885 - accuracy: 0.8381
Epoch 209/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3887 - accuracy: 0.8388
Epoch 210/500
113/113 [==============================] - 0s 852us/step - loss: 0.3885 - accuracy: 0.8388
Epoch 211/500
113/113 [==============================] - 0s 968us/step - loss: 0.3887 - accuracy: 0.8389
Epoch 212/500
113/113 [==============================] - 0s 865us/step - loss: 0.3884 - accuracy: 0.8392
Epoch 213/500
113/113 [==============================] - 0s 852us/step - loss: 0.3888 - accuracy: 0.8385
Epoch 214/500
113/113 [==============================] - 0s 957us/step - loss: 0.3886 - accuracy: 0.8390
Epoch 215/500
113/113 [==============================] - 0s 851us/step - loss: 0.3884 - accuracy: 0.8386
Epoch 216/500
113/113 [==============================] - 0s 909us/step - loss: 0.3884 - accuracy: 0.8385
Epoch 217/500
113/113 [==============================] - 0s 862us/step - loss: 0.3887 - accuracy: 0.8376
Epoch 218/500
113/113 [==============================] - 0s 855us/step - loss: 0.3884 - accuracy: 0.8389
Epoch 219/500
113/113 [==============================] - 0s 925us/step - loss: 0.3884 - accuracy: 0.8392
Epoch 220/500
113/113 [==============================] - 0s 860us/step - loss: 0.3883 - accuracy: 0.8386
Epoch 221/500
113/113 [==============================] - 0s 881us/step - loss: 0.3886 - accuracy: 0.8394
Epoch 222/500
113/113 [==============================] - 0s 865us/step - loss: 0.3884 - accuracy: 0.8394
Epoch 223/500
113/113 [==============================] - 0s 857us/step - loss: 0.3886 - accuracy: 0.8374
Epoch 224/500
113/113 [==============================] - 0s 909us/step - loss: 0.3885 - accuracy: 0.8393
Epoch 225/500
113/113 [==============================] - 0s 857us/step - loss: 0.3885 - accuracy: 0.8379
Epoch 226/500
113/113 [==============================] - 0s 902us/step - loss: 0.3881 - accuracy: 0.8394
Epoch 227/500
113/113 [==============================] - 0s 926us/step - loss: 0.3883 - accuracy: 0.8394
Epoch 228/500
113/113 [==============================] - 0s 923us/step - loss: 0.3884 - accuracy: 0.8386
Epoch 229/500
113/113 [==============================] - 0s 860us/step - loss: 0.3883 - accuracy: 0.8388
Epoch 230/500
113/113 [==============================] - 0s 856us/step - loss: 0.3883 - accuracy: 0.8386
Epoch 231/500
113/113 [==============================] - 0s 901us/step - loss: 0.3880 - accuracy: 0.8376
Epoch 232/500
113/113 [==============================] - 0s 846us/step - loss: 0.3884 - accuracy: 0.8389
Epoch 233/500
113/113 [==============================] - 0s 921us/step - loss: 0.3882 - accuracy: 0.8401
Epoch 234/500
113/113 [==============================] - 0s 867us/step - loss: 0.3882 - accuracy: 0.8390
Epoch 235/500
113/113 [==============================] - 0s 853us/step - loss: 0.3883 - accuracy: 0.8382
Epoch 236/500
113/113 [==============================] - 0s 937us/step - loss: 0.3882 - accuracy: 0.8393
Epoch 237/500
113/113 [==============================] - 0s 921us/step - loss: 0.3879 - accuracy: 0.8400
Epoch 238/500
113/113 [==============================] - 0s 934us/step - loss: 0.3882 - accuracy: 0.8386
Epoch 239/500
113/113 [==============================] - 0s 928us/step - loss: 0.3882 - accuracy: 0.8386
Epoch 240/500
113/113 [==============================] - 0s 855us/step - loss: 0.3882 - accuracy: 0.8382
Epoch 241/500
113/113 [==============================] - 0s 907us/step - loss: 0.3883 - accuracy: 0.8400
Epoch 242/500
113/113 [==============================] - 0s 848us/step - loss: 0.3877 - accuracy: 0.8389
Epoch 243/500
113/113 [==============================] - 0s 939us/step - loss: 0.3881 - accuracy: 0.8396
Epoch 244/500
113/113 [==============================] - 0s 850us/step - loss: 0.3882 - accuracy: 0.8382
Epoch 245/500
113/113 [==============================] - 0s 889us/step - loss: 0.3880 - accuracy: 0.8393
Epoch 246/500
113/113 [==============================] - 0s 937us/step - loss: 0.3880 - accuracy: 0.8379
Epoch 247/500
113/113 [==============================] - 0s 858us/step - loss: 0.3883 - accuracy: 0.8389
Epoch 248/500
113/113 [==============================] - 0s 924us/step - loss: 0.3882 - accuracy: 0.8388
Epoch 249/500
113/113 [==============================] - 0s 862us/step - loss: 0.3880 - accuracy: 0.8383
Epoch 250/500
113/113 [==============================] - 0s 917us/step - loss: 0.3879 - accuracy: 0.8389
Epoch 251/500
113/113 [==============================] - 0s 859us/step - loss: 0.3880 - accuracy: 0.8389
Epoch 252/500
113/113 [==============================] - 0s 856us/step - loss: 0.3883 - accuracy: 0.8376
Epoch 253/500
113/113 [==============================] - 0s 941us/step - loss: 0.3882 - accuracy: 0.8383
Epoch 254/500
113/113 [==============================] - 0s 853us/step - loss: 0.3880 - accuracy: 0.8386
Epoch 255/500
113/113 [==============================] - 0s 886us/step - loss: 0.3880 - accuracy: 0.8383
Epoch 256/500
113/113 [==============================] - 0s 936us/step - loss: 0.3881 - accuracy: 0.8379
Epoch 257/500
113/113 [==============================] - 0s 868us/step - loss: 0.3880 - accuracy: 0.8388
Epoch 258/500
113/113 [==============================] - 0s 900us/step - loss: 0.3881 - accuracy: 0.8386
Epoch 259/500
113/113 [==============================] - 0s 944us/step - loss: 0.3878 - accuracy: 0.8393
Epoch 260/500
113/113 [==============================] - 0s 905us/step - loss: 0.3879 - accuracy: 0.8390
Epoch 261/500
113/113 [==============================] - 0s 884us/step - loss: 0.3880 - accuracy: 0.8393
Epoch 262/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8392
Epoch 263/500
113/113 [==============================] - 0s 860us/step - loss: 0.3881 - accuracy: 0.8389
Epoch 264/500
113/113 [==============================] - 0s 880us/step - loss: 0.3881 - accuracy: 0.8397
Epoch 265/500
113/113 [==============================] - 0s 967us/step - loss: 0.3880 - accuracy: 0.8379
Epoch 266/500
113/113 [==============================] - 0s 853us/step - loss: 0.3880 - accuracy: 0.8393
Epoch 267/500
113/113 [==============================] - 0s 909us/step - loss: 0.3880 - accuracy: 0.8386
Epoch 268/500
113/113 [==============================] - 0s 848us/step - loss: 0.3880 - accuracy: 0.8394
Epoch 269/500
113/113 [==============================] - 0s 884us/step - loss: 0.3879 - accuracy: 0.8371
Epoch 270/500
113/113 [==============================] - 0s 983us/step - loss: 0.3878 - accuracy: 0.8396
Epoch 271/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3879 - accuracy: 0.8396
Epoch 272/500
113/113 [==============================] - 0s 970us/step - loss: 0.3879 - accuracy: 0.8379
Epoch 273/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3878 - accuracy: 0.8388
Epoch 274/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8390
Epoch 275/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8392
Epoch 276/500
113/113 [==============================] - 0s 869us/step - loss: 0.3877 - accuracy: 0.8375
Epoch 277/500
113/113 [==============================] - 0s 878us/step - loss: 0.3877 - accuracy: 0.8396
Epoch 278/500
113/113 [==============================] - 0s 856us/step - loss: 0.3877 - accuracy: 0.8385
Epoch 279/500
113/113 [==============================] - 0s 861us/step - loss: 0.3877 - accuracy: 0.8394
Epoch 280/500
113/113 [==============================] - 0s 932us/step - loss: 0.3878 - accuracy: 0.8382
Epoch 281/500
113/113 [==============================] - 0s 849us/step - loss: 0.3879 - accuracy: 0.8390
Epoch 282/500
113/113 [==============================] - 0s 877us/step - loss: 0.3877 - accuracy: 0.8379
Epoch 283/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3878 - accuracy: 0.8385
Epoch 284/500
113/113 [==============================] - 0s 861us/step - loss: 0.3878 - accuracy: 0.8389
Epoch 285/500
113/113 [==============================] - 0s 919us/step - loss: 0.3875 - accuracy: 0.8390
Epoch 286/500
113/113 [==============================] - 0s 845us/step - loss: 0.3878 - accuracy: 0.8386
Epoch 287/500
113/113 [==============================] - 0s 885us/step - loss: 0.3878 - accuracy: 0.8386
Epoch 288/500
113/113 [==============================] - 0s 860us/step - loss: 0.3875 - accuracy: 0.8389
Epoch 289/500
113/113 [==============================] - 0s 851us/step - loss: 0.3877 - accuracy: 0.8393
Epoch 290/500
113/113 [==============================] - 0s 960us/step - loss: 0.3876 - accuracy: 0.8382
Epoch 291/500
113/113 [==============================] - 0s 860us/step - loss: 0.3877 - accuracy: 0.8386
Epoch 292/500
113/113 [==============================] - 0s 879us/step - loss: 0.3875 - accuracy: 0.8386
Epoch 293/500
113/113 [==============================] - 0s 908us/step - loss: 0.3878 - accuracy: 0.8386
Epoch 294/500
113/113 [==============================] - 0s 885us/step - loss: 0.3878 - accuracy: 0.8399
Epoch 295/500
113/113 [==============================] - 0s 929us/step - loss: 0.3876 - accuracy: 0.8385
Epoch 296/500
113/113 [==============================] - 0s 862us/step - loss: 0.3878 - accuracy: 0.8397
Epoch 297/500
113/113 [==============================] - 0s 881us/step - loss: 0.3877 - accuracy: 0.8378
Epoch 298/500
113/113 [==============================] - 0s 862us/step - loss: 0.3875 - accuracy: 0.8389
Epoch 299/500
113/113 [==============================] - 0s 890us/step - loss: 0.3876 - accuracy: 0.8381
Epoch 300/500
113/113 [==============================] - 0s 854us/step - loss: 0.3879 - accuracy: 0.8389
Epoch 301/500
113/113 [==============================] - 0s 851us/step - loss: 0.3876 - accuracy: 0.8399
Epoch 302/500
113/113 [==============================] - 0s 982us/step - loss: 0.3878 - accuracy: 0.8385
Epoch 303/500
113/113 [==============================] - 0s 850us/step - loss: 0.3874 - accuracy: 0.8411
Epoch 304/500
113/113 [==============================] - 0s 918us/step - loss: 0.3877 - accuracy: 0.8381
Epoch 305/500
113/113 [==============================] - 0s 859us/step - loss: 0.3877 - accuracy: 0.8383
Epoch 306/500
113/113 [==============================] - 0s 865us/step - loss: 0.3877 - accuracy: 0.8382
Epoch 307/500
113/113 [==============================] - 0s 892us/step - loss: 0.3876 - accuracy: 0.8392
Epoch 308/500
113/113 [==============================] - 0s 851us/step - loss: 0.3877 - accuracy: 0.8392
Epoch 309/500
113/113 [==============================] - 0s 922us/step - loss: 0.3876 - accuracy: 0.8371
Epoch 310/500
113/113 [==============================] - 0s 853us/step - loss: 0.3878 - accuracy: 0.8400
Epoch 311/500
113/113 [==============================] - 0s 850us/step - loss: 0.3876 - accuracy: 0.8383
Epoch 312/500
113/113 [==============================] - 0s 997us/step - loss: 0.3874 - accuracy: 0.8381
Epoch 313/500
113/113 [==============================] - 0s 856us/step - loss: 0.3873 - accuracy: 0.8393
Epoch 314/500
113/113 [==============================] - 0s 909us/step - loss: 0.3875 - accuracy: 0.8389
Epoch 315/500
113/113 [==============================] - 0s 854us/step - loss: 0.3877 - accuracy: 0.8390
Epoch 316/500
113/113 [==============================] - 0s 880us/step - loss: 0.3876 - accuracy: 0.8390
Epoch 317/500
113/113 [==============================] - 0s 853us/step - loss: 0.3875 - accuracy: 0.8389
Epoch 318/500
113/113 [==============================] - 0s 860us/step - loss: 0.3875 - accuracy: 0.8388
Epoch 319/500
113/113 [==============================] - 0s 941us/step - loss: 0.3875 - accuracy: 0.8385
Epoch 320/500
113/113 [==============================] - 0s 852us/step - loss: 0.3876 - accuracy: 0.8388
Epoch 321/500
113/113 [==============================] - 0s 879us/step - loss: 0.3874 - accuracy: 0.8386
Epoch 322/500
113/113 [==============================] - 0s 993us/step - loss: 0.3875 - accuracy: 0.8385
Epoch 323/500
113/113 [==============================] - 0s 863us/step - loss: 0.3878 - accuracy: 0.8396
Epoch 324/500
113/113 [==============================] - 0s 910us/step - loss: 0.3875 - accuracy: 0.8393
Epoch 325/500
113/113 [==============================] - 0s 849us/step - loss: 0.3876 - accuracy: 0.8374
Epoch 326/500
113/113 [==============================] - 0s 880us/step - loss: 0.3876 - accuracy: 0.8388
Epoch 327/500
113/113 [==============================] - 0s 858us/step - loss: 0.3872 - accuracy: 0.8400
Epoch 328/500
113/113 [==============================] - 0s 977us/step - loss: 0.3877 - accuracy: 0.8390
Epoch 329/500
113/113 [==============================] - 0s 869us/step - loss: 0.3872 - accuracy: 0.8400
Epoch 330/500
113/113 [==============================] - 0s 848us/step - loss: 0.3878 - accuracy: 0.8383
Epoch 331/500
113/113 [==============================] - 0s 898us/step - loss: 0.3875 - accuracy: 0.8383
Epoch 332/500
113/113 [==============================] - 0s 854us/step - loss: 0.3874 - accuracy: 0.8389
Epoch 333/500
113/113 [==============================] - 0s 880us/step - loss: 0.3875 - accuracy: 0.8396
Epoch 334/500
113/113 [==============================] - 0s 924us/step - loss: 0.3872 - accuracy: 0.8388
Epoch 335/500
113/113 [==============================] - 0s 858us/step - loss: 0.3876 - accuracy: 0.8389
Epoch 336/500
113/113 [==============================] - 0s 881us/step - loss: 0.3877 - accuracy: 0.8388
Epoch 337/500
113/113 [==============================] - 0s 859us/step - loss: 0.3875 - accuracy: 0.8388
Epoch 338/500
113/113 [==============================] - 0s 882us/step - loss: 0.3873 - accuracy: 0.8379
Epoch 339/500
113/113 [==============================] - 0s 874us/step - loss: 0.3875 - accuracy: 0.8394
Epoch 340/500
113/113 [==============================] - 0s 849us/step - loss: 0.3876 - accuracy: 0.8386
Epoch 341/500
113/113 [==============================] - 0s 929us/step - loss: 0.3873 - accuracy: 0.8392
Epoch 342/500
113/113 [==============================] - 0s 849us/step - loss: 0.3875 - accuracy: 0.8376
Epoch 343/500
113/113 [==============================] - 0s 967us/step - loss: 0.3872 - accuracy: 0.8381
Epoch 344/500
113/113 [==============================] - 0s 859us/step - loss: 0.3877 - accuracy: 0.8399
Epoch 345/500
113/113 [==============================] - 0s 853us/step - loss: 0.3875 - accuracy: 0.8388
Epoch 346/500
113/113 [==============================] - 0s 914us/step - loss: 0.3875 - accuracy: 0.8397
Epoch 347/500
113/113 [==============================] - 0s 851us/step - loss: 0.3875 - accuracy: 0.8407
Epoch 348/500
113/113 [==============================] - 0s 898us/step - loss: 0.3874 - accuracy: 0.8390
Epoch 349/500
113/113 [==============================] - 0s 850us/step - loss: 0.3875 - accuracy: 0.8382
Epoch 350/500
113/113 [==============================] - 0s 904us/step - loss: 0.3874 - accuracy: 0.8379
Epoch 351/500
113/113 [==============================] - 0s 876us/step - loss: 0.3875 - accuracy: 0.8379
Epoch 352/500
113/113 [==============================] - 0s 858us/step - loss: 0.3874 - accuracy: 0.8394
Epoch 353/500
113/113 [==============================] - 0s 896us/step - loss: 0.3874 - accuracy: 0.8389
Epoch 354/500
113/113 [==============================] - 0s 852us/step - loss: 0.3873 - accuracy: 0.8401
Epoch 355/500
113/113 [==============================] - 0s 883us/step - loss: 0.3874 - accuracy: 0.8394
Epoch 356/500
113/113 [==============================] - 0s 861us/step - loss: 0.3874 - accuracy: 0.8386
Epoch 357/500
113/113 [==============================] - 0s 858us/step - loss: 0.3872 - accuracy: 0.8394
Epoch 358/500
113/113 [==============================] - 0s 909us/step - loss: 0.3875 - accuracy: 0.8388
Epoch 359/500
113/113 [==============================] - 0s 853us/step - loss: 0.3876 - accuracy: 0.8392
Epoch 360/500
113/113 [==============================] - 0s 872us/step - loss: 0.3872 - accuracy: 0.8389
Epoch 361/500
113/113 [==============================] - 0s 957us/step - loss: 0.3873 - accuracy: 0.8389
Epoch 362/500
113/113 [==============================] - 0s 854us/step - loss: 0.3874 - accuracy: 0.8393
Epoch 363/500
113/113 [==============================] - 0s 895us/step - loss: 0.3874 - accuracy: 0.8390
Epoch 364/500
113/113 [==============================] - 0s 866us/step - loss: 0.3874 - accuracy: 0.8386
Epoch 365/500
113/113 [==============================] - 0s 873us/step - loss: 0.3874 - accuracy: 0.8382
Epoch 366/500
113/113 [==============================] - 0s 872us/step - loss: 0.3873 - accuracy: 0.8379
Epoch 367/500
113/113 [==============================] - 0s 864us/step - loss: 0.3875 - accuracy: 0.8385
Epoch 368/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3874 - accuracy: 0.8392
Epoch 369/500
113/113 [==============================] - 0s 855us/step - loss: 0.3875 - accuracy: 0.8376
Epoch 370/500
113/113 [==============================] - 0s 962us/step - loss: 0.3874 - accuracy: 0.8397
Epoch 371/500
113/113 [==============================] - 0s 857us/step - loss: 0.3874 - accuracy: 0.8382
Epoch 372/500
113/113 [==============================] - 0s 881us/step - loss: 0.3873 - accuracy: 0.8399
Epoch 373/500
113/113 [==============================] - 0s 928us/step - loss: 0.3871 - accuracy: 0.8382
Epoch 374/500
113/113 [==============================] - 0s 859us/step - loss: 0.3871 - accuracy: 0.8399
Epoch 375/500
113/113 [==============================] - 0s 884us/step - loss: 0.3875 - accuracy: 0.8383
Epoch 376/500
113/113 [==============================] - 0s 877us/step - loss: 0.3870 - accuracy: 0.8396
Epoch 377/500
113/113 [==============================] - 0s 864us/step - loss: 0.3874 - accuracy: 0.8393
Epoch 378/500
113/113 [==============================] - 0s 922us/step - loss: 0.3872 - accuracy: 0.8388
Epoch 379/500
113/113 [==============================] - 0s 853us/step - loss: 0.3874 - accuracy: 0.8396
Epoch 380/500
113/113 [==============================] - 0s 957us/step - loss: 0.3873 - accuracy: 0.8396
Epoch 381/500
113/113 [==============================] - 0s 856us/step - loss: 0.3874 - accuracy: 0.8403
Epoch 382/500
113/113 [==============================] - 0s 866us/step - loss: 0.3873 - accuracy: 0.8394
Epoch 383/500
113/113 [==============================] - 0s 878us/step - loss: 0.3872 - accuracy: 0.8393
Epoch 384/500
113/113 [==============================] - 0s 851us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 385/500
113/113 [==============================] - 0s 891us/step - loss: 0.3873 - accuracy: 0.8394
Epoch 386/500
113/113 [==============================] - 0s 867us/step - loss: 0.3873 - accuracy: 0.8394
Epoch 387/500
113/113 [==============================] - 0s 895us/step - loss: 0.3874 - accuracy: 0.8385
Epoch 388/500
113/113 [==============================] - 0s 869us/step - loss: 0.3870 - accuracy: 0.8392
Epoch 389/500
113/113 [==============================] - 0s 845us/step - loss: 0.3872 - accuracy: 0.8390
Epoch 390/500
113/113 [==============================] - 0s 993us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 391/500
113/113 [==============================] - 0s 886us/step - loss: 0.3872 - accuracy: 0.8378
Epoch 392/500
113/113 [==============================] - 0s 977us/step - loss: 0.3873 - accuracy: 0.8397
Epoch 393/500
113/113 [==============================] - 0s 854us/step - loss: 0.3869 - accuracy: 0.8410
Epoch 394/500
113/113 [==============================] - 0s 855us/step - loss: 0.3871 - accuracy: 0.8389
Epoch 395/500
113/113 [==============================] - 0s 873us/step - loss: 0.3871 - accuracy: 0.8396
Epoch 396/500
113/113 [==============================] - 0s 869us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 397/500
113/113 [==============================] - 0s 923us/step - loss: 0.3873 - accuracy: 0.8386
Epoch 398/500
113/113 [==============================] - 0s 851us/step - loss: 0.3872 - accuracy: 0.8394
Epoch 399/500
113/113 [==============================] - 0s 867us/step - loss: 0.3869 - accuracy: 0.8399
Epoch 400/500
113/113 [==============================] - 0s 950us/step - loss: 0.3873 - accuracy: 0.8390
Epoch 401/500
113/113 [==============================] - 0s 859us/step - loss: 0.3872 - accuracy: 0.8392
Epoch 402/500
113/113 [==============================] - 0s 905us/step - loss: 0.3871 - accuracy: 0.8401
Epoch 403/500
113/113 [==============================] - 0s 855us/step - loss: 0.3872 - accuracy: 0.8389
Epoch 404/500
113/113 [==============================] - 0s 881us/step - loss: 0.3873 - accuracy: 0.8397
Epoch 405/500
113/113 [==============================] - 0s 869us/step - loss: 0.3872 - accuracy: 0.8399
Epoch 406/500
113/113 [==============================] - 0s 861us/step - loss: 0.3873 - accuracy: 0.8400
Epoch 407/500
113/113 [==============================] - 0s 907us/step - loss: 0.3870 - accuracy: 0.8394
Epoch 408/500
113/113 [==============================] - 0s 851us/step - loss: 0.3872 - accuracy: 0.8392
Epoch 409/500
113/113 [==============================] - 0s 995us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 410/500
113/113 [==============================] - 0s 856us/step - loss: 0.3872 - accuracy: 0.8406
Epoch 411/500
113/113 [==============================] - 0s 865us/step - loss: 0.3872 - accuracy: 0.8393
Epoch 412/500
113/113 [==============================] - 0s 897us/step - loss: 0.3872 - accuracy: 0.8411
Epoch 413/500
113/113 [==============================] - 0s 871us/step - loss: 0.3873 - accuracy: 0.8396
Epoch 414/500
113/113 [==============================] - 0s 875us/step - loss: 0.3873 - accuracy: 0.8389
Epoch 415/500
113/113 [==============================] - 0s 846us/step - loss: 0.3870 - accuracy: 0.8394
Epoch 416/500
113/113 [==============================] - 0s 862us/step - loss: 0.3872 - accuracy: 0.8406
Epoch 417/500
113/113 [==============================] - 0s 930us/step - loss: 0.3873 - accuracy: 0.8378
Epoch 418/500
113/113 [==============================] - 0s 879us/step - loss: 0.3872 - accuracy: 0.8390
Epoch 419/500
113/113 [==============================] - 0s 977us/step - loss: 0.3871 - accuracy: 0.8404
Epoch 420/500
113/113 [==============================] - 0s 858us/step - loss: 0.3873 - accuracy: 0.8413
Epoch 421/500
113/113 [==============================] - 0s 856us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 422/500
113/113 [==============================] - 0s 940us/step - loss: 0.3873 - accuracy: 0.8388
Epoch 423/500
113/113 [==============================] - 0s 856us/step - loss: 0.3870 - accuracy: 0.8401
Epoch 424/500
113/113 [==============================] - 0s 877us/step - loss: 0.3872 - accuracy: 0.8403
Epoch 425/500
113/113 [==============================] - 0s 867us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 426/500
113/113 [==============================] - 0s 872us/step - loss: 0.3872 - accuracy: 0.8401
Epoch 427/500
113/113 [==============================] - 0s 881us/step - loss: 0.3871 - accuracy: 0.8393
Epoch 428/500
113/113 [==============================] - 0s 850us/step - loss: 0.3873 - accuracy: 0.8403
Epoch 429/500
113/113 [==============================] - 0s 952us/step - loss: 0.3872 - accuracy: 0.8392
Epoch 430/500
113/113 [==============================] - 0s 856us/step - loss: 0.3872 - accuracy: 0.8399
Epoch 431/500
113/113 [==============================] - 0s 958us/step - loss: 0.3873 - accuracy: 0.8400
Epoch 432/500
113/113 [==============================] - 0s 894us/step - loss: 0.3872 - accuracy: 0.8392
Epoch 433/500
113/113 [==============================] - 0s 849us/step - loss: 0.3871 - accuracy: 0.8399
Epoch 434/500
113/113 [==============================] - 0s 881us/step - loss: 0.3871 - accuracy: 0.8396
Epoch 435/500
113/113 [==============================] - 0s 860us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 436/500
113/113 [==============================] - 0s 900us/step - loss: 0.3870 - accuracy: 0.8396
Epoch 437/500
113/113 [==============================] - 0s 857us/step - loss: 0.3870 - accuracy: 0.8383
Epoch 438/500
113/113 [==============================] - 0s 853us/step - loss: 0.3870 - accuracy: 0.8392
Epoch 439/500
113/113 [==============================] - 0s 994us/step - loss: 0.3871 - accuracy: 0.8399
Epoch 440/500
113/113 [==============================] - 0s 858us/step - loss: 0.3872 - accuracy: 0.8394
Epoch 441/500
113/113 [==============================] - 0s 901us/step - loss: 0.3867 - accuracy: 0.8396
Epoch 442/500
113/113 [==============================] - 0s 852us/step - loss: 0.3871 - accuracy: 0.8397
Epoch 443/500
113/113 [==============================] - 0s 860us/step - loss: 0.3870 - accuracy: 0.84000s - loss: 0.3826 - accuracy: 0.84
Epoch 444/500
113/113 [==============================] - 0s 895us/step - loss: 0.3869 - accuracy: 0.8415
Epoch 445/500
113/113 [==============================] - 0s 848us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 446/500
113/113 [==============================] - 0s 890us/step - loss: 0.3870 - accuracy: 0.8410
Epoch 447/500
113/113 [==============================] - 0s 882us/step - loss: 0.3873 - accuracy: 0.8388
Epoch 448/500
113/113 [==============================] - 0s 968us/step - loss: 0.3870 - accuracy: 0.8389
Epoch 449/500
113/113 [==============================] - 0s 853us/step - loss: 0.3870 - accuracy: 0.8397
Epoch 450/500
113/113 [==============================] - 0s 857us/step - loss: 0.3869 - accuracy: 0.8401
Epoch 451/500
113/113 [==============================] - 0s 911us/step - loss: 0.3872 - accuracy: 0.8407
Epoch 452/500
113/113 [==============================] - 0s 848us/step - loss: 0.3870 - accuracy: 0.8385
Epoch 453/500
113/113 [==============================] - 0s 876us/step - loss: 0.3868 - accuracy: 0.8410
Epoch 454/500
113/113 [==============================] - 0s 866us/step - loss: 0.3871 - accuracy: 0.8389
Epoch 455/500
113/113 [==============================] - 0s 866us/step - loss: 0.3869 - accuracy: 0.8396
Epoch 456/500
113/113 [==============================] - 0s 894us/step - loss: 0.3873 - accuracy: 0.8386
Epoch 457/500
113/113 [==============================] - 0s 847us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 458/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8413
Epoch 459/500
113/113 [==============================] - 0s 860us/step - loss: 0.3870 - accuracy: 0.8403
Epoch 460/500
113/113 [==============================] - 0s 862us/step - loss: 0.3871 - accuracy: 0.8400
Epoch 461/500
113/113 [==============================] - 0s 919us/step - loss: 0.3868 - accuracy: 0.8396
Epoch 462/500
113/113 [==============================] - 0s 849us/step - loss: 0.3870 - accuracy: 0.8394
Epoch 463/500
113/113 [==============================] - 0s 884us/step - loss: 0.3871 - accuracy: 0.8389
Epoch 464/500
113/113 [==============================] - 0s 857us/step - loss: 0.3869 - accuracy: 0.8403
Epoch 465/500
113/113 [==============================] - 0s 866us/step - loss: 0.3869 - accuracy: 0.8393
Epoch 466/500
113/113 [==============================] - 0s 921us/step - loss: 0.3871 - accuracy: 0.8407
Epoch 467/500
113/113 [==============================] - 0s 857us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 468/500
113/113 [==============================] - 0s 932us/step - loss: 0.3871 - accuracy: 0.8410
Epoch 469/500
113/113 [==============================] - 0s 854us/step - loss: 0.3867 - accuracy: 0.8408
Epoch 470/500
113/113 [==============================] - 0s 889us/step - loss: 0.3871 - accuracy: 0.8397
Epoch 471/500
113/113 [==============================] - 0s 878us/step - loss: 0.3870 - accuracy: 0.8404
Epoch 472/500
113/113 [==============================] - 0s 858us/step - loss: 0.3870 - accuracy: 0.8396
Epoch 473/500
113/113 [==============================] - 0s 889us/step - loss: 0.3870 - accuracy: 0.8399
Epoch 474/500
113/113 [==============================] - 0s 881us/step - loss: 0.3870 - accuracy: 0.8401
Epoch 475/500
113/113 [==============================] - 0s 906us/step - loss: 0.3870 - accuracy: 0.8389
Epoch 476/500
113/113 [==============================] - 0s 880us/step - loss: 0.3868 - accuracy: 0.8394
Epoch 477/500
113/113 [==============================] - 0s 850us/step - loss: 0.3869 - accuracy: 0.8400
Epoch 478/500
113/113 [==============================] - 0s 986us/step - loss: 0.3870 - accuracy: 0.8401
Epoch 479/500
113/113 [==============================] - 0s 854us/step - loss: 0.3871 - accuracy: 0.8394
Epoch 480/500
113/113 [==============================] - 0s 882us/step - loss: 0.3869 - accuracy: 0.8399
Epoch 481/500
113/113 [==============================] - 0s 876us/step - loss: 0.3868 - accuracy: 0.8407
Epoch 482/500
113/113 [==============================] - 0s 854us/step - loss: 0.3870 - accuracy: 0.8401
Epoch 483/500
113/113 [==============================] - 0s 901us/step - loss: 0.3867 - accuracy: 0.8399
Epoch 484/500
113/113 [==============================] - 0s 857us/step - loss: 0.3869 - accuracy: 0.8390
Epoch 485/500
113/113 [==============================] - 0s 881us/step - loss: 0.3868 - accuracy: 0.8400
Epoch 486/500
113/113 [==============================] - 0s 876us/step - loss: 0.3869 - accuracy: 0.8399
Epoch 487/500
113/113 [==============================] - 0s 967us/step - loss: 0.3872 - accuracy: 0.8399
Epoch 488/500
113/113 [==============================] - 0s 855us/step - loss: 0.3868 - accuracy: 0.8394
Epoch 489/500
113/113 [==============================] - 0s 852us/step - loss: 0.3870 - accuracy: 0.8406
Epoch 490/500
113/113 [==============================] - 0s 949us/step - loss: 0.3870 - accuracy: 0.8394
Epoch 491/500
113/113 [==============================] - 0s 876us/step - loss: 0.3869 - accuracy: 0.8396
Epoch 492/500
113/113 [==============================] - 0s 879us/step - loss: 0.3869 - accuracy: 0.8407
Epoch 493/500
113/113 [==============================] - 0s 859us/step - loss: 0.3868 - accuracy: 0.8378
Epoch 494/500
113/113 [==============================] - 0s 863us/step - loss: 0.3869 - accuracy: 0.8394
Epoch 495/500
113/113 [==============================] - 0s 890us/step - loss: 0.3865 - accuracy: 0.8396
Epoch 496/500
113/113 [==============================] - 0s 865us/step - loss: 0.3867 - accuracy: 0.8393
Epoch 497/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8399
Epoch 498/500
113/113 [==============================] - 0s 857us/step - loss: 0.3869 - accuracy: 0.8390
Epoch 499/500
113/113 [==============================] - 0s 862us/step - loss: 0.3867 - accuracy: 0.8407
Epoch 500/500
113/113 [==============================] - 0s 902us/step - loss: 0.3868 - accuracy: 0.8397
Epoch 1/500
113/113 [==============================] - 0s 934us/step - loss: 0.6703 - accuracy: 0.7917
Epoch 2/500
113/113 [==============================] - 0s 1ms/step - loss: 0.6149 - accuracy: 0.7940
Epoch 3/500
113/113 [==============================] - 0s 908us/step - loss: 0.5468 - accuracy: 0.7940
Epoch 4/500
113/113 [==============================] - 0s 964us/step - loss: 0.4881 - accuracy: 0.7940
Epoch 5/500
113/113 [==============================] - 0s 932us/step - loss: 0.4602 - accuracy: 0.7940
Epoch 6/500
113/113 [==============================] - 0s 912us/step - loss: 0.4507 - accuracy: 0.7940
Epoch 7/500
113/113 [==============================] - 0s 914us/step - loss: 0.4456 - accuracy: 0.7940
Epoch 8/500
113/113 [==============================] - 0s 911us/step - loss: 0.4419 - accuracy: 0.7940
Epoch 9/500
113/113 [==============================] - 0s 941us/step - loss: 0.4396 - accuracy: 0.7940
Epoch 10/500
113/113 [==============================] - 0s 924us/step - loss: 0.4380 - accuracy: 0.7940
Epoch 11/500
113/113 [==============================] - 0s 984us/step - loss: 0.4367 - accuracy: 0.7940
Epoch 12/500
113/113 [==============================] - 0s 911us/step - loss: 0.4360 - accuracy: 0.7940
Epoch 13/500
113/113 [==============================] - 0s 963us/step - loss: 0.4354 - accuracy: 0.7940
Epoch 14/500
113/113 [==============================] - 0s 927us/step - loss: 0.4348 - accuracy: 0.7940
Epoch 15/500
113/113 [==============================] - 0s 908us/step - loss: 0.4343 - accuracy: 0.7940
Epoch 16/500
113/113 [==============================] - 0s 947us/step - loss: 0.4340 - accuracy: 0.7940
Epoch 17/500
113/113 [==============================] - 0s 920us/step - loss: 0.4335 - accuracy: 0.7940
Epoch 18/500
113/113 [==============================] - 0s 961us/step - loss: 0.4333 - accuracy: 0.7940
Epoch 19/500
113/113 [==============================] - 0s 908us/step - loss: 0.4330 - accuracy: 0.7940
Epoch 20/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4327 - accuracy: 0.7940
Epoch 21/500
113/113 [==============================] - 0s 924us/step - loss: 0.4324 - accuracy: 0.7940
Epoch 22/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4321 - accuracy: 0.7940
Epoch 23/500
113/113 [==============================] - 0s 914us/step - loss: 0.4317 - accuracy: 0.7940
Epoch 24/500
113/113 [==============================] - 0s 946us/step - loss: 0.4314 - accuracy: 0.7940
Epoch 25/500
113/113 [==============================] - 0s 951us/step - loss: 0.4310 - accuracy: 0.7940
Epoch 26/500
113/113 [==============================] - 0s 925us/step - loss: 0.4305 - accuracy: 0.7940
Epoch 27/500
113/113 [==============================] - 0s 956us/step - loss: 0.4299 - accuracy: 0.7940
Epoch 28/500
113/113 [==============================] - 0s 935us/step - loss: 0.4291 - accuracy: 0.7994
Epoch 29/500
113/113 [==============================] - 0s 994us/step - loss: 0.4284 - accuracy: 0.8125
Epoch 30/500
113/113 [==============================] - 0s 926us/step - loss: 0.4276 - accuracy: 0.8161
Epoch 31/500
113/113 [==============================] - 0s 931us/step - loss: 0.4267 - accuracy: 0.8175
Epoch 32/500
113/113 [==============================] - 0s 952us/step - loss: 0.4258 - accuracy: 0.8193
Epoch 33/500
113/113 [==============================] - 0s 952us/step - loss: 0.4250 - accuracy: 0.8213
Epoch 34/500
113/113 [==============================] - 0s 947us/step - loss: 0.4242 - accuracy: 0.8215
Epoch 35/500
113/113 [==============================] - 0s 923us/step - loss: 0.4235 - accuracy: 0.8231
Epoch 36/500
113/113 [==============================] - 0s 957us/step - loss: 0.4229 - accuracy: 0.8235
Epoch 37/500
113/113 [==============================] - 0s 951us/step - loss: 0.4223 - accuracy: 0.8249
Epoch 38/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4216 - accuracy: 0.8254
Epoch 39/500
113/113 [==============================] - 0s 922us/step - loss: 0.4210 - accuracy: 0.8263
Epoch 40/500
113/113 [==============================] - 0s 929us/step - loss: 0.4205 - accuracy: 0.8263
Epoch 41/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4199 - accuracy: 0.8260
Epoch 42/500
113/113 [==============================] - 0s 888us/step - loss: 0.4194 - accuracy: 0.8274
Epoch 43/500
113/113 [==============================] - 0s 881us/step - loss: 0.4189 - accuracy: 0.8282
Epoch 44/500
113/113 [==============================] - 0s 849us/step - loss: 0.4184 - accuracy: 0.8288
Epoch 45/500
113/113 [==============================] - 0s 910us/step - loss: 0.4180 - accuracy: 0.8289
Epoch 46/500
113/113 [==============================] - 0s 858us/step - loss: 0.4176 - accuracy: 0.8301
Epoch 47/500
113/113 [==============================] - 0s 865us/step - loss: 0.4171 - accuracy: 0.8293
Epoch 48/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4168 - accuracy: 0.8282
Epoch 49/500
113/113 [==============================] - 0s 993us/step - loss: 0.4164 - accuracy: 0.8299
Epoch 50/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4161 - accuracy: 0.8301
Epoch 51/500
113/113 [==============================] - 0s 975us/step - loss: 0.4158 - accuracy: 0.8299
Epoch 52/500
113/113 [==============================] - 0s 981us/step - loss: 0.4154 - accuracy: 0.8313
Epoch 53/500
113/113 [==============================] - 0s 976us/step - loss: 0.4150 - accuracy: 0.8317
Epoch 54/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4147 - accuracy: 0.8307
Epoch 55/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4143 - accuracy: 0.8315
Epoch 56/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4140 - accuracy: 0.8307
Epoch 57/500
113/113 [==============================] - 0s 856us/step - loss: 0.4137 - accuracy: 0.8328
Epoch 58/500
113/113 [==============================] - 0s 955us/step - loss: 0.4133 - accuracy: 0.8331
Epoch 59/500
113/113 [==============================] - 0s 872us/step - loss: 0.4130 - accuracy: 0.8322
Epoch 60/500
113/113 [==============================] - 0s 901us/step - loss: 0.4126 - accuracy: 0.8328
Epoch 61/500
113/113 [==============================] - 0s 864us/step - loss: 0.4123 - accuracy: 0.8322
Epoch 62/500
113/113 [==============================] - 0s 857us/step - loss: 0.4120 - accuracy: 0.8328
Epoch 63/500
113/113 [==============================] - 0s 912us/step - loss: 0.4117 - accuracy: 0.8333
Epoch 64/500
113/113 [==============================] - 0s 864us/step - loss: 0.4114 - accuracy: 0.8331
Epoch 65/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4111 - accuracy: 0.8335
Epoch 66/500
113/113 [==============================] - 0s 862us/step - loss: 0.4108 - accuracy: 0.8335
Epoch 67/500
113/113 [==============================] - 0s 867us/step - loss: 0.4106 - accuracy: 0.8329
Epoch 68/500
113/113 [==============================] - 0s 847us/step - loss: 0.4102 - accuracy: 0.8332
Epoch 69/500
113/113 [==============================] - 0s 881us/step - loss: 0.4100 - accuracy: 0.8340
Epoch 70/500
113/113 [==============================] - 0s 897us/step - loss: 0.4096 - accuracy: 0.8331
Epoch 71/500
113/113 [==============================] - 0s 848us/step - loss: 0.4094 - accuracy: 0.8340
Epoch 72/500
113/113 [==============================] - 0s 879us/step - loss: 0.4093 - accuracy: 0.8338
Epoch 73/500
113/113 [==============================] - 0s 872us/step - loss: 0.4090 - accuracy: 0.8339
Epoch 74/500
113/113 [==============================] - 0s 925us/step - loss: 0.4087 - accuracy: 0.8336
Epoch 75/500
113/113 [==============================] - 0s 884us/step - loss: 0.4086 - accuracy: 0.8339
Epoch 76/500
113/113 [==============================] - 0s 862us/step - loss: 0.4083 - accuracy: 0.8335
Epoch 77/500
113/113 [==============================] - 0s 955us/step - loss: 0.4081 - accuracy: 0.8339
Epoch 78/500
113/113 [==============================] - 0s 859us/step - loss: 0.4079 - accuracy: 0.8344
Epoch 79/500
113/113 [==============================] - 0s 865us/step - loss: 0.4077 - accuracy: 0.8340
Epoch 80/500
113/113 [==============================] - 0s 889us/step - loss: 0.4074 - accuracy: 0.8344
Epoch 81/500
113/113 [==============================] - 0s 858us/step - loss: 0.4073 - accuracy: 0.8346
Epoch 82/500
113/113 [==============================] - 0s 888us/step - loss: 0.4070 - accuracy: 0.8343
Epoch 83/500
113/113 [==============================] - 0s 856us/step - loss: 0.4069 - accuracy: 0.8340
Epoch 84/500
113/113 [==============================] - 0s 930us/step - loss: 0.4068 - accuracy: 0.8344
Epoch 85/500
113/113 [==============================] - 0s 882us/step - loss: 0.4065 - accuracy: 0.8347
Epoch 86/500
113/113 [==============================] - 0s 878us/step - loss: 0.4063 - accuracy: 0.8351
Epoch 87/500
113/113 [==============================] - 0s 883us/step - loss: 0.4061 - accuracy: 0.8349
Epoch 88/500
113/113 [==============================] - 0s 844us/step - loss: 0.4059 - accuracy: 0.8343
Epoch 89/500
113/113 [==============================] - 0s 869us/step - loss: 0.4058 - accuracy: 0.8344
Epoch 90/500
113/113 [==============================] - 0s 875us/step - loss: 0.4056 - accuracy: 0.8338
Epoch 91/500
113/113 [==============================] - 0s 861us/step - loss: 0.4055 - accuracy: 0.8343
Epoch 92/500
113/113 [==============================] - 0s 862us/step - loss: 0.4053 - accuracy: 0.8349
Epoch 93/500
113/113 [==============================] - 0s 857us/step - loss: 0.4051 - accuracy: 0.8347
Epoch 94/500
113/113 [==============================] - 0s 906us/step - loss: 0.4051 - accuracy: 0.8350
Epoch 95/500
113/113 [==============================] - 0s 845us/step - loss: 0.4049 - accuracy: 0.8350
Epoch 96/500
113/113 [==============================] - 0s 841us/step - loss: 0.4048 - accuracy: 0.8344
Epoch 97/500
113/113 [==============================] - 0s 939us/step - loss: 0.4047 - accuracy: 0.8347
Epoch 98/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4046 - accuracy: 0.8351
Epoch 99/500
113/113 [==============================] - 0s 857us/step - loss: 0.4045 - accuracy: 0.8343
Epoch 100/500
113/113 [==============================] - 0s 860us/step - loss: 0.4045 - accuracy: 0.8351
Epoch 101/500
113/113 [==============================] - 0s 853us/step - loss: 0.4044 - accuracy: 0.8351
Epoch 102/500
113/113 [==============================] - 0s 847us/step - loss: 0.4042 - accuracy: 0.8351
Epoch 103/500
113/113 [==============================] - 0s 870us/step - loss: 0.4041 - accuracy: 0.8351
Epoch 104/500
113/113 [==============================] - 0s 946us/step - loss: 0.4040 - accuracy: 0.8354
Epoch 105/500
113/113 [==============================] - 0s 969us/step - loss: 0.4040 - accuracy: 0.8350
Epoch 106/500
113/113 [==============================] - 0s 843us/step - loss: 0.4039 - accuracy: 0.8349
Epoch 107/500
113/113 [==============================] - 0s 871us/step - loss: 0.4039 - accuracy: 0.8350
Epoch 108/500
113/113 [==============================] - 0s 851us/step - loss: 0.4037 - accuracy: 0.8350
Epoch 109/500
113/113 [==============================] - 0s 858us/step - loss: 0.4037 - accuracy: 0.8354
Epoch 110/500
113/113 [==============================] - 0s 932us/step - loss: 0.4035 - accuracy: 0.8353
Epoch 111/500
113/113 [==============================] - 0s 843us/step - loss: 0.4037 - accuracy: 0.8343
Epoch 112/500
113/113 [==============================] - 0s 871us/step - loss: 0.4035 - accuracy: 0.8344
Epoch 113/500
113/113 [==============================] - 0s 872us/step - loss: 0.4034 - accuracy: 0.8350
Epoch 114/500
113/113 [==============================] - 0s 855us/step - loss: 0.4033 - accuracy: 0.8357
Epoch 115/500
113/113 [==============================] - 0s 897us/step - loss: 0.4033 - accuracy: 0.8357
Epoch 116/500
113/113 [==============================] - 0s 888us/step - loss: 0.4033 - accuracy: 0.8344
Epoch 117/500
113/113 [==============================] - 0s 882us/step - loss: 0.4032 - accuracy: 0.8351
Epoch 118/500
113/113 [==============================] - 0s 845us/step - loss: 0.4032 - accuracy: 0.8344
Epoch 119/500
113/113 [==============================] - 0s 860us/step - loss: 0.4030 - accuracy: 0.8347
Epoch 120/500
113/113 [==============================] - 0s 871us/step - loss: 0.4031 - accuracy: 0.8351
Epoch 121/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4029 - accuracy: 0.8350
Epoch 122/500
113/113 [==============================] - 0s 900us/step - loss: 0.4029 - accuracy: 0.8350
Epoch 123/500
113/113 [==============================] - 0s 847us/step - loss: 0.4028 - accuracy: 0.8350
Epoch 124/500
113/113 [==============================] - 0s 843us/step - loss: 0.4027 - accuracy: 0.8351
Epoch 125/500
113/113 [==============================] - 0s 944us/step - loss: 0.4027 - accuracy: 0.8346
Epoch 126/500
113/113 [==============================] - 0s 840us/step - loss: 0.4026 - accuracy: 0.8350
Epoch 127/500
113/113 [==============================] - 0s 870us/step - loss: 0.4026 - accuracy: 0.8351
Epoch 128/500
113/113 [==============================] - 0s 864us/step - loss: 0.4025 - accuracy: 0.8350
Epoch 129/500
113/113 [==============================] - 0s 856us/step - loss: 0.4025 - accuracy: 0.8351
Epoch 130/500
113/113 [==============================] - 0s 884us/step - loss: 0.4023 - accuracy: 0.8351
Epoch 131/500
113/113 [==============================] - 0s 853us/step - loss: 0.4024 - accuracy: 0.8342
Epoch 132/500
113/113 [==============================] - 0s 932us/step - loss: 0.4023 - accuracy: 0.8360
Epoch 133/500
113/113 [==============================] - 0s 866us/step - loss: 0.4022 - accuracy: 0.8349
Epoch 134/500
113/113 [==============================] - 0s 874us/step - loss: 0.4022 - accuracy: 0.8358
Epoch 135/500
113/113 [==============================] - 0s 842us/step - loss: 0.4022 - accuracy: 0.8350
Epoch 136/500
113/113 [==============================] - 0s 835us/step - loss: 0.4022 - accuracy: 0.8354
Epoch 137/500
113/113 [==============================] - 0s 871us/step - loss: 0.4021 - accuracy: 0.8360
Epoch 138/500
113/113 [==============================] - 0s 842us/step - loss: 0.4021 - accuracy: 0.8357
Epoch 139/500
113/113 [==============================] - 0s 863us/step - loss: 0.4020 - accuracy: 0.8347
Epoch 140/500
113/113 [==============================] - 0s 878us/step - loss: 0.4020 - accuracy: 0.8353
Epoch 141/500
113/113 [==============================] - 0s 844us/step - loss: 0.4020 - accuracy: 0.8353
Epoch 142/500
113/113 [==============================] - 0s 885us/step - loss: 0.4019 - accuracy: 0.8350
Epoch 143/500
113/113 [==============================] - 0s 892us/step - loss: 0.4019 - accuracy: 0.8346
Epoch 144/500
113/113 [==============================] - 0s 879us/step - loss: 0.4019 - accuracy: 0.8350
Epoch 145/500
113/113 [==============================] - 0s 861us/step - loss: 0.4019 - accuracy: 0.8344
Epoch 146/500
113/113 [==============================] - 0s 861us/step - loss: 0.4018 - accuracy: 0.8347
Epoch 147/500
113/113 [==============================] - 0s 878us/step - loss: 0.4018 - accuracy: 0.8356
Epoch 148/500
113/113 [==============================] - 0s 850us/step - loss: 0.4017 - accuracy: 0.8356
Epoch 149/500
113/113 [==============================] - 0s 886us/step - loss: 0.4018 - accuracy: 0.8349
Epoch 150/500
113/113 [==============================] - 0s 868us/step - loss: 0.4017 - accuracy: 0.8353
Epoch 151/500
113/113 [==============================] - 0s 849us/step - loss: 0.4017 - accuracy: 0.8365
Epoch 152/500
113/113 [==============================] - 0s 882us/step - loss: 0.4016 - accuracy: 0.8356
Epoch 153/500
113/113 [==============================] - 0s 920us/step - loss: 0.4016 - accuracy: 0.8360
Epoch 154/500
113/113 [==============================] - 0s 878us/step - loss: 0.4016 - accuracy: 0.8358
Epoch 155/500
113/113 [==============================] - 0s 846us/step - loss: 0.4014 - accuracy: 0.8350
Epoch 156/500
113/113 [==============================] - 0s 871us/step - loss: 0.4015 - accuracy: 0.8356
Epoch 157/500
113/113 [==============================] - 0s 876us/step - loss: 0.4015 - accuracy: 0.8360
Epoch 158/500
113/113 [==============================] - 0s 859us/step - loss: 0.4016 - accuracy: 0.8354
Epoch 159/500
113/113 [==============================] - 0s 930us/step - loss: 0.4014 - accuracy: 0.8351
Epoch 160/500
113/113 [==============================] - 0s 858us/step - loss: 0.4015 - accuracy: 0.8357
Epoch 161/500
113/113 [==============================] - 0s 855us/step - loss: 0.4015 - accuracy: 0.8364
Epoch 162/500
113/113 [==============================] - 0s 889us/step - loss: 0.4014 - accuracy: 0.8350
Epoch 163/500
113/113 [==============================] - 0s 911us/step - loss: 0.4012 - accuracy: 0.8335
Epoch 164/500
113/113 [==============================] - 0s 883us/step - loss: 0.4013 - accuracy: 0.8360
Epoch 165/500
113/113 [==============================] - 0s 850us/step - loss: 0.4013 - accuracy: 0.8361
Epoch 166/500
113/113 [==============================] - 0s 851us/step - loss: 0.4013 - accuracy: 0.8365
Epoch 167/500
113/113 [==============================] - 0s 870us/step - loss: 0.4013 - accuracy: 0.8356
Epoch 168/500
113/113 [==============================] - 0s 850us/step - loss: 0.4013 - accuracy: 0.8356
Epoch 169/500
113/113 [==============================] - 0s 908us/step - loss: 0.4013 - accuracy: 0.8363
Epoch 170/500
113/113 [==============================] - 0s 842us/step - loss: 0.4013 - accuracy: 0.8357
Epoch 171/500
113/113 [==============================] - 0s 853us/step - loss: 0.4012 - accuracy: 0.8354
Epoch 172/500
113/113 [==============================] - 0s 885us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 173/500
113/113 [==============================] - 0s 935us/step - loss: 0.4012 - accuracy: 0.8361
Epoch 174/500
113/113 [==============================] - 0s 947us/step - loss: 0.4012 - accuracy: 0.8365
Epoch 175/500
113/113 [==============================] - 0s 843us/step - loss: 0.4011 - accuracy: 0.8349
Epoch 176/500
113/113 [==============================] - 0s 843us/step - loss: 0.4013 - accuracy: 0.8356
Epoch 177/500
113/113 [==============================] - 0s 870us/step - loss: 0.4013 - accuracy: 0.8351
Epoch 178/500
113/113 [==============================] - 0s 852us/step - loss: 0.4011 - accuracy: 0.8349
Epoch 179/500
113/113 [==============================] - 0s 922us/step - loss: 0.4011 - accuracy: 0.8365
Epoch 180/500
113/113 [==============================] - 0s 835us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 181/500
113/113 [==============================] - 0s 852us/step - loss: 0.4012 - accuracy: 0.8350
Epoch 182/500
113/113 [==============================] - 0s 931us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 183/500
113/113 [==============================] - 0s 841us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 184/500
113/113 [==============================] - 0s 884us/step - loss: 0.4010 - accuracy: 0.8365
Epoch 185/500
113/113 [==============================] - 0s 851us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 186/500
113/113 [==============================] - 0s 853us/step - loss: 0.4010 - accuracy: 0.8358
Epoch 187/500
113/113 [==============================] - 0s 878us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 188/500
113/113 [==============================] - 0s 860us/step - loss: 0.4010 - accuracy: 0.8363
Epoch 189/500
113/113 [==============================] - 0s 911us/step - loss: 0.4011 - accuracy: 0.8353
Epoch 190/500
113/113 [==============================] - 0s 843us/step - loss: 0.4010 - accuracy: 0.8356
Epoch 191/500
113/113 [==============================] - 0s 846us/step - loss: 0.4009 - accuracy: 0.8353
Epoch 192/500
113/113 [==============================] - 0s 841us/step - loss: 0.4011 - accuracy: 0.8351
Epoch 193/500
113/113 [==============================] - 0s 959us/step - loss: 0.4010 - accuracy: 0.8361
Epoch 194/500
113/113 [==============================] - 0s 898us/step - loss: 0.4009 - accuracy: 0.8354
Epoch 195/500
113/113 [==============================] - 0s 922us/step - loss: 0.4010 - accuracy: 0.8351
Epoch 196/500
113/113 [==============================] - 0s 884us/step - loss: 0.4010 - accuracy: 0.8354
Epoch 197/500
113/113 [==============================] - 0s 848us/step - loss: 0.4009 - accuracy: 0.8350
Epoch 198/500
113/113 [==============================] - 0s 849us/step - loss: 0.4011 - accuracy: 0.8356
Epoch 199/500
113/113 [==============================] - 0s 876us/step - loss: 0.4009 - accuracy: 0.8349
Epoch 200/500
113/113 [==============================] - 0s 862us/step - loss: 0.4009 - accuracy: 0.8358
Epoch 201/500
113/113 [==============================] - 0s 898us/step - loss: 0.4010 - accuracy: 0.8357
Epoch 202/500
113/113 [==============================] - 0s 916us/step - loss: 0.4010 - accuracy: 0.8357
Epoch 203/500
113/113 [==============================] - 0s 844us/step - loss: 0.4009 - accuracy: 0.8363
Epoch 204/500
113/113 [==============================] - 0s 918us/step - loss: 0.4009 - accuracy: 0.8356
Epoch 205/500
113/113 [==============================] - 0s 851us/step - loss: 0.4009 - accuracy: 0.8354
Epoch 206/500
113/113 [==============================] - 0s 875us/step - loss: 0.4009 - accuracy: 0.8357
Epoch 207/500
113/113 [==============================] - 0s 854us/step - loss: 0.4009 - accuracy: 0.8353
Epoch 208/500
113/113 [==============================] - 0s 863us/step - loss: 0.4008 - accuracy: 0.8346
Epoch 209/500
113/113 [==============================] - 0s 900us/step - loss: 0.4009 - accuracy: 0.8361
Epoch 210/500
113/113 [==============================] - 0s 843us/step - loss: 0.4010 - accuracy: 0.8367
Epoch 211/500
113/113 [==============================] - 0s 872us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 212/500
113/113 [==============================] - 0s 962us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 213/500
113/113 [==============================] - 0s 852us/step - loss: 0.4009 - accuracy: 0.8360
Epoch 214/500
113/113 [==============================] - 0s 898us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 215/500
113/113 [==============================] - 0s 870us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 216/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4009 - accuracy: 0.8365
Epoch 217/500
113/113 [==============================] - 0s 848us/step - loss: 0.4009 - accuracy: 0.8361
Epoch 218/500
113/113 [==============================] - 0s 884us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 219/500
113/113 [==============================] - 0s 855us/step - loss: 0.4009 - accuracy: 0.8358
Epoch 220/500
113/113 [==============================] - 0s 856us/step - loss: 0.4008 - accuracy: 0.8361
Epoch 221/500
113/113 [==============================] - 0s 957us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 222/500
113/113 [==============================] - 0s 847us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 223/500
113/113 [==============================] - 0s 925us/step - loss: 0.4008 - accuracy: 0.8354
Epoch 224/500
113/113 [==============================] - 0s 851us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 225/500
113/113 [==============================] - 0s 883us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 226/500
113/113 [==============================] - 0s 857us/step - loss: 0.4009 - accuracy: 0.8367
Epoch 227/500
113/113 [==============================] - 0s 843us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 228/500
113/113 [==============================] - 0s 919us/step - loss: 0.4009 - accuracy: 0.8363
Epoch 229/500
113/113 [==============================] - 0s 840us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 230/500
113/113 [==============================] - 0s 872us/step - loss: 0.4008 - accuracy: 0.8369
Epoch 231/500
113/113 [==============================] - 0s 963us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 232/500
113/113 [==============================] - 0s 852us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 233/500
113/113 [==============================] - 0s 926us/step - loss: 0.4008 - accuracy: 0.8357
Epoch 234/500
113/113 [==============================] - 0s 847us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 235/500
113/113 [==============================] - 0s 874us/step - loss: 0.4007 - accuracy: 0.8364
Epoch 236/500
113/113 [==============================] - 0s 849us/step - loss: 0.4008 - accuracy: 0.8368
Epoch 237/500
113/113 [==============================] - 0s 853us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 238/500
113/113 [==============================] - 0s 890us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 239/500
113/113 [==============================] - 0s 866us/step - loss: 0.4008 - accuracy: 0.8356
Epoch 240/500
113/113 [==============================] - 0s 870us/step - loss: 0.4008 - accuracy: 0.8364
Epoch 241/500
113/113 [==============================] - 0s 902us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 242/500
113/113 [==============================] - 0s 840us/step - loss: 0.4007 - accuracy: 0.8372
Epoch 243/500
113/113 [==============================] - 0s 891us/step - loss: 0.4007 - accuracy: 0.8361
Epoch 244/500
113/113 [==============================] - 0s 854us/step - loss: 0.4008 - accuracy: 0.8358
Epoch 245/500
113/113 [==============================] - 0s 867us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 246/500
113/113 [==============================] - 0s 860us/step - loss: 0.4008 - accuracy: 0.8363
Epoch 247/500
113/113 [==============================] - 0s 847us/step - loss: 0.4007 - accuracy: 0.8356
Epoch 248/500
113/113 [==============================] - 0s 887us/step - loss: 0.4008 - accuracy: 0.8361
Epoch 249/500
113/113 [==============================] - 0s 860us/step - loss: 0.4006 - accuracy: 0.8350
Epoch 250/500
113/113 [==============================] - 0s 870us/step - loss: 0.4007 - accuracy: 0.8351
Epoch 251/500
113/113 [==============================] - 0s 951us/step - loss: 0.4008 - accuracy: 0.8360
Epoch 252/500
113/113 [==============================] - 0s 845us/step - loss: 0.4007 - accuracy: 0.8363
Epoch 253/500
113/113 [==============================] - 0s 889us/step - loss: 0.4007 - accuracy: 0.8360
Epoch 254/500
113/113 [==============================] - 0s 858us/step - loss: 0.4006 - accuracy: 0.8361
Epoch 255/500
113/113 [==============================] - 0s 876us/step - loss: 0.4007 - accuracy: 0.8368
Epoch 256/500
113/113 [==============================] - 0s 860us/step - loss: 0.4006 - accuracy: 0.8361
Epoch 257/500
113/113 [==============================] - 0s 852us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 258/500
113/113 [==============================] - 0s 925us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 259/500
113/113 [==============================] - 0s 868us/step - loss: 0.4007 - accuracy: 0.8354
Epoch 260/500
113/113 [==============================] - 0s 877us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 261/500
113/113 [==============================] - 0s 971us/step - loss: 0.4007 - accuracy: 0.8367
Epoch 262/500
113/113 [==============================] - 0s 918us/step - loss: 0.4007 - accuracy: 0.8363
Epoch 263/500
113/113 [==============================] - 0s 868us/step - loss: 0.4007 - accuracy: 0.8351
Epoch 264/500
113/113 [==============================] - 0s 848us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 265/500
113/113 [==============================] - 0s 879us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 266/500
113/113 [==============================] - 0s 851us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 267/500
113/113 [==============================] - 0s 868us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 268/500
113/113 [==============================] - 0s 878us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 269/500
113/113 [==============================] - 0s 850us/step - loss: 0.4006 - accuracy: 0.8357
Epoch 270/500
113/113 [==============================] - 0s 932us/step - loss: 0.4006 - accuracy: 0.8363
Epoch 271/500
113/113 [==============================] - 0s 844us/step - loss: 0.4007 - accuracy: 0.8358
Epoch 272/500
113/113 [==============================] - 0s 878us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 273/500
113/113 [==============================] - 0s 934us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 274/500
113/113 [==============================] - 0s 851us/step - loss: 0.4006 - accuracy: 0.8363
Epoch 275/500
113/113 [==============================] - 0s 904us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 276/500
113/113 [==============================] - 0s 844us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 277/500
113/113 [==============================] - 0s 900us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 278/500
113/113 [==============================] - 0s 853us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 279/500
113/113 [==============================] - 0s 846us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 280/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8361
Epoch 281/500
113/113 [==============================] - 0s 861us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 282/500
113/113 [==============================] - 0s 889us/step - loss: 0.4006 - accuracy: 0.8374
Epoch 283/500
113/113 [==============================] - 0s 843us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 284/500
113/113 [==============================] - 0s 882us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 285/500
113/113 [==============================] - 0s 877us/step - loss: 0.4005 - accuracy: 0.8367
Epoch 286/500
113/113 [==============================] - 0s 849us/step - loss: 0.4005 - accuracy: 0.8369
Epoch 287/500
113/113 [==============================] - 0s 899us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 288/500
113/113 [==============================] - 0s 843us/step - loss: 0.4006 - accuracy: 0.8357
Epoch 289/500
113/113 [==============================] - 0s 875us/step - loss: 0.4005 - accuracy: 0.8361
Epoch 290/500
113/113 [==============================] - 0s 957us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 291/500
113/113 [==============================] - 0s 845us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 292/500
113/113 [==============================] - 0s 881us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 293/500
113/113 [==============================] - 0s 865us/step - loss: 0.4004 - accuracy: 0.8375
Epoch 294/500
113/113 [==============================] - 0s 867us/step - loss: 0.4006 - accuracy: 0.8344
Epoch 295/500
113/113 [==============================] - 0s 856us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 296/500
113/113 [==============================] - 0s 854us/step - loss: 0.4006 - accuracy: 0.8358
Epoch 297/500
113/113 [==============================] - 0s 887us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 298/500
113/113 [==============================] - 0s 847us/step - loss: 0.4006 - accuracy: 0.8357
Epoch 299/500
113/113 [==============================] - 0s 879us/step - loss: 0.4005 - accuracy: 0.8372
Epoch 300/500
113/113 [==============================] - 0s 954us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 301/500
113/113 [==============================] - 0s 855us/step - loss: 0.4005 - accuracy: 0.8361
Epoch 302/500
113/113 [==============================] - 0s 882us/step - loss: 0.4005 - accuracy: 0.8372
Epoch 303/500
113/113 [==============================] - 0s 851us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 304/500
113/113 [==============================] - 0s 863us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 305/500
113/113 [==============================] - 0s 855us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 306/500
113/113 [==============================] - 0s 859us/step - loss: 0.4005 - accuracy: 0.8360
Epoch 307/500
113/113 [==============================] - 0s 902us/step - loss: 0.4006 - accuracy: 0.8354
Epoch 308/500
113/113 [==============================] - 0s 846us/step - loss: 0.4005 - accuracy: 0.8356
Epoch 309/500
113/113 [==============================] - 0s 868us/step - loss: 0.4006 - accuracy: 0.8363
Epoch 310/500
113/113 [==============================] - 0s 936us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 311/500
113/113 [==============================] - 0s 881us/step - loss: 0.4005 - accuracy: 0.8364
Epoch 312/500
113/113 [==============================] - 0s 905us/step - loss: 0.4006 - accuracy: 0.8369
Epoch 313/500
113/113 [==============================] - 0s 846us/step - loss: 0.4003 - accuracy: 0.8353
Epoch 314/500
113/113 [==============================] - 0s 875us/step - loss: 0.4005 - accuracy: 0.8361
Epoch 315/500
113/113 [==============================] - 0s 865us/step - loss: 0.4005 - accuracy: 0.8367
Epoch 316/500
113/113 [==============================] - 0s 859us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 317/500
113/113 [==============================] - 0s 883us/step - loss: 0.4004 - accuracy: 0.8358
Epoch 318/500
113/113 [==============================] - 0s 846us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 319/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8356
Epoch 320/500
113/113 [==============================] - 0s 864us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 321/500
113/113 [==============================] - 0s 843us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 322/500
113/113 [==============================] - 0s 896us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 323/500
113/113 [==============================] - 0s 845us/step - loss: 0.4005 - accuracy: 0.8364
Epoch 324/500
113/113 [==============================] - 0s 871us/step - loss: 0.4005 - accuracy: 0.8360
Epoch 325/500
113/113 [==============================] - 0s 858us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 326/500
113/113 [==============================] - 0s 855us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 327/500
113/113 [==============================] - 0s 936us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 328/500
113/113 [==============================] - 0s 847us/step - loss: 0.4005 - accuracy: 0.8374
Epoch 329/500
113/113 [==============================] - 0s 902us/step - loss: 0.4004 - accuracy: 0.8369
Epoch 330/500
113/113 [==============================] - 0s 856us/step - loss: 0.4002 - accuracy: 0.8372
Epoch 331/500
113/113 [==============================] - 0s 847us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 332/500
113/113 [==============================] - 0s 886us/step - loss: 0.4004 - accuracy: 0.8367
Epoch 333/500
113/113 [==============================] - 0s 879us/step - loss: 0.4004 - accuracy: 0.8367
Epoch 334/500
113/113 [==============================] - 0s 874us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 335/500
113/113 [==============================] - 0s 841us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 336/500
113/113 [==============================] - 0s 877us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 337/500
113/113 [==============================] - 0s 865us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 338/500
113/113 [==============================] - 0s 849us/step - loss: 0.4006 - accuracy: 0.8360
Epoch 339/500
113/113 [==============================] - 0s 985us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 340/500
113/113 [==============================] - 0s 848us/step - loss: 0.4004 - accuracy: 0.8360
Epoch 341/500
113/113 [==============================] - 0s 886us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 342/500
113/113 [==============================] - 0s 886us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 343/500
113/113 [==============================] - 0s 841us/step - loss: 0.4005 - accuracy: 0.8358
Epoch 344/500
113/113 [==============================] - 0s 879us/step - loss: 0.4005 - accuracy: 0.8360
Epoch 345/500
113/113 [==============================] - 0s 845us/step - loss: 0.4004 - accuracy: 0.8353
Epoch 346/500
113/113 [==============================] - 0s 887us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 347/500
113/113 [==============================] - 0s 875us/step - loss: 0.4005 - accuracy: 0.8356
Epoch 348/500
113/113 [==============================] - 0s 910us/step - loss: 0.4004 - accuracy: 0.8357
Epoch 349/500
113/113 [==============================] - 0s 941us/step - loss: 0.4004 - accuracy: 0.8360
Epoch 350/500
113/113 [==============================] - 0s 845us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 351/500
113/113 [==============================] - 0s 876us/step - loss: 0.4004 - accuracy: 0.8349
Epoch 352/500
113/113 [==============================] - 0s 887us/step - loss: 0.4004 - accuracy: 0.8363
Epoch 353/500
113/113 [==============================] - 0s 839us/step - loss: 0.4004 - accuracy: 0.8360
Epoch 354/500
113/113 [==============================] - 0s 876us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 355/500
113/113 [==============================] - 0s 850us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 356/500
113/113 [==============================] - 0s 907us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 357/500
113/113 [==============================] - 0s 953us/step - loss: 0.4004 - accuracy: 0.8367
Epoch 358/500
113/113 [==============================] - 0s 839us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 359/500
113/113 [==============================] - 0s 887us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 360/500
113/113 [==============================] - 0s 882us/step - loss: 0.4003 - accuracy: 0.8354
Epoch 361/500
113/113 [==============================] - 0s 899us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 362/500
113/113 [==============================] - 0s 851us/step - loss: 0.4005 - accuracy: 0.8357
Epoch 363/500
113/113 [==============================] - 0s 865us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 364/500
113/113 [==============================] - 0s 850us/step - loss: 0.4005 - accuracy: 0.8364
Epoch 365/500
113/113 [==============================] - 0s 846us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 366/500
113/113 [==============================] - 0s 871us/step - loss: 0.4004 - accuracy: 0.8367
Epoch 367/500
113/113 [==============================] - 0s 873us/step - loss: 0.4004 - accuracy: 0.8369
Epoch 368/500
113/113 [==============================] - 0s 930us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 369/500
113/113 [==============================] - 0s 835us/step - loss: 0.4002 - accuracy: 0.8367
Epoch 370/500
113/113 [==============================] - 0s 844us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 371/500
113/113 [==============================] - 0s 931us/step - loss: 0.4003 - accuracy: 0.8350
Epoch 372/500
113/113 [==============================] - 0s 857us/step - loss: 0.4005 - accuracy: 0.8367
Epoch 373/500
113/113 [==============================] - 0s 873us/step - loss: 0.4003 - accuracy: 0.8368
Epoch 374/500
113/113 [==============================] - 0s 860us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 375/500
113/113 [==============================] - 0s 845us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 376/500
113/113 [==============================] - 0s 861us/step - loss: 0.4002 - accuracy: 0.8357
Epoch 377/500
113/113 [==============================] - 0s 857us/step - loss: 0.4004 - accuracy: 0.8353
Epoch 378/500
113/113 [==============================] - 0s 887us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 379/500
113/113 [==============================] - 0s 923us/step - loss: 0.4002 - accuracy: 0.8354
Epoch 380/500
113/113 [==============================] - 0s 846us/step - loss: 0.4003 - accuracy: 0.8368
Epoch 381/500
113/113 [==============================] - 0s 878us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 382/500
113/113 [==============================] - 0s 872us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 383/500
113/113 [==============================] - 0s 875us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 384/500
113/113 [==============================] - 0s 851us/step - loss: 0.4005 - accuracy: 0.8369
Epoch 385/500
113/113 [==============================] - 0s 927us/step - loss: 0.4003 - accuracy: 0.8357
Epoch 386/500
113/113 [==============================] - 0s 873us/step - loss: 0.4002 - accuracy: 0.8363
Epoch 387/500
113/113 [==============================] - 0s 852us/step - loss: 0.4004 - accuracy: 0.8357
Epoch 388/500
113/113 [==============================] - 0s 875us/step - loss: 0.4004 - accuracy: 0.8379
Epoch 389/500
113/113 [==============================] - 0s 852us/step - loss: 0.4002 - accuracy: 0.8367
Epoch 390/500
113/113 [==============================] - 0s 855us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 391/500
113/113 [==============================] - 0s 873us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 392/500
113/113 [==============================] - 0s 876us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 393/500
113/113 [==============================] - 0s 881us/step - loss: 0.4002 - accuracy: 0.8374
Epoch 394/500
113/113 [==============================] - 0s 840us/step - loss: 0.4004 - accuracy: 0.8364
Epoch 395/500
113/113 [==============================] - 0s 860us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 396/500
113/113 [==============================] - 0s 877us/step - loss: 0.4004 - accuracy: 0.8361
Epoch 397/500
113/113 [==============================] - 0s 887us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 398/500
113/113 [==============================] - 0s 870us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 399/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8361
Epoch 400/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8369
Epoch 401/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8358
Epoch 402/500
113/113 [==============================] - 0s 988us/step - loss: 0.4002 - accuracy: 0.8364
Epoch 403/500
113/113 [==============================] - 0s 867us/step - loss: 0.4003 - accuracy: 0.8351
Epoch 404/500
113/113 [==============================] - 0s 938us/step - loss: 0.4004 - accuracy: 0.8364
Epoch 405/500
113/113 [==============================] - 0s 874us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 406/500
113/113 [==============================] - 0s 924us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 407/500
113/113 [==============================] - 0s 897us/step - loss: 0.4003 - accuracy: 0.8354
Epoch 408/500
113/113 [==============================] - 0s 878us/step - loss: 0.4002 - accuracy: 0.8357
Epoch 409/500
113/113 [==============================] - 0s 960us/step - loss: 0.4002 - accuracy: 0.8360
Epoch 410/500
113/113 [==============================] - 0s 867us/step - loss: 0.4000 - accuracy: 0.8349
Epoch 411/500
113/113 [==============================] - 0s 907us/step - loss: 0.4001 - accuracy: 0.8361
Epoch 412/500
113/113 [==============================] - 0s 897us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 413/500
113/113 [==============================] - 0s 862us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 414/500
113/113 [==============================] - 0s 929us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 415/500
113/113 [==============================] - 0s 887us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 416/500
113/113 [==============================] - 0s 912us/step - loss: 0.4002 - accuracy: 0.8363
Epoch 417/500
113/113 [==============================] - 0s 981us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 418/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8360
Epoch 419/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4003 - accuracy: 0.8365
Epoch 420/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8357
Epoch 421/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8344
Epoch 422/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8360
Epoch 423/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4004 - accuracy: 0.8360
Epoch 424/500
113/113 [==============================] - 0s 917us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 425/500
113/113 [==============================] - 0s 839us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 426/500
113/113 [==============================] - 0s 881us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 427/500
113/113 [==============================] - 0s 887us/step - loss: 0.4003 - accuracy: 0.8368
Epoch 428/500
113/113 [==============================] - 0s 866us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 429/500
113/113 [==============================] - 0s 873us/step - loss: 0.4003 - accuracy: 0.8367
Epoch 430/500
113/113 [==============================] - 0s 837us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 431/500
113/113 [==============================] - 0s 881us/step - loss: 0.4003 - accuracy: 0.8358
Epoch 432/500
113/113 [==============================] - 0s 848us/step - loss: 0.4002 - accuracy: 0.8354
Epoch 433/500
113/113 [==============================] - 0s 957us/step - loss: 0.4001 - accuracy: 0.8374
Epoch 434/500
113/113 [==============================] - 0s 863us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 435/500
113/113 [==============================] - 0s 845us/step - loss: 0.3999 - accuracy: 0.8358
Epoch 436/500
113/113 [==============================] - 0s 876us/step - loss: 0.4003 - accuracy: 0.8371
Epoch 437/500
113/113 [==============================] - 0s 853us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 438/500
113/113 [==============================] - 0s 910us/step - loss: 0.4003 - accuracy: 0.8364
Epoch 439/500
113/113 [==============================] - 0s 845us/step - loss: 0.4001 - accuracy: 0.8351
Epoch 440/500
113/113 [==============================] - 0s 846us/step - loss: 0.4003 - accuracy: 0.8365
Epoch 441/500
113/113 [==============================] - 0s 895us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 442/500
113/113 [==============================] - 0s 842us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 443/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8358
Epoch 444/500
113/113 [==============================] - 0s 845us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 445/500
113/113 [==============================] - 0s 855us/step - loss: 0.4003 - accuracy: 0.8361
Epoch 446/500
113/113 [==============================] - 0s 876us/step - loss: 0.4002 - accuracy: 0.8351
Epoch 447/500
113/113 [==============================] - 0s 843us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 448/500
113/113 [==============================] - 0s 905us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 449/500
113/113 [==============================] - 0s 853us/step - loss: 0.4003 - accuracy: 0.8360
Epoch 450/500
113/113 [==============================] - 0s 868us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 451/500
113/113 [==============================] - 0s 878us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 452/500
113/113 [==============================] - 0s 842us/step - loss: 0.4003 - accuracy: 0.8356
Epoch 453/500
113/113 [==============================] - 0s 985us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 454/500
113/113 [==============================] - 0s 850us/step - loss: 0.4001 - accuracy: 0.8369
Epoch 455/500
113/113 [==============================] - 0s 845us/step - loss: 0.4003 - accuracy: 0.8363
Epoch 456/500
113/113 [==============================] - 0s 871us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 457/500
113/113 [==============================] - 0s 854us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 458/500
113/113 [==============================] - 0s 897us/step - loss: 0.4001 - accuracy: 0.8361
Epoch 459/500
113/113 [==============================] - 0s 841us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 460/500
113/113 [==============================] - 0s 856us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 461/500
113/113 [==============================] - 0s 876us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 462/500
113/113 [==============================] - 0s 856us/step - loss: 0.4001 - accuracy: 0.8354
Epoch 463/500
113/113 [==============================] - 0s 996us/step - loss: 0.4002 - accuracy: 0.8358
Epoch 464/500
113/113 [==============================] - 0s 845us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 465/500
113/113 [==============================] - 0s 867us/step - loss: 0.4002 - accuracy: 0.8356
Epoch 466/500
113/113 [==============================] - 0s 886us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 467/500
113/113 [==============================] - 0s 861us/step - loss: 0.4002 - accuracy: 0.8361
Epoch 468/500
113/113 [==============================] - 0s 908us/step - loss: 0.4001 - accuracy: 0.8354
Epoch 469/500
113/113 [==============================] - 0s 844us/step - loss: 0.4000 - accuracy: 0.8354
Epoch 470/500
113/113 [==============================] - 0s 864us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 471/500
113/113 [==============================] - 0s 847us/step - loss: 0.4001 - accuracy: 0.8356
Epoch 472/500
113/113 [==============================] - 0s 860us/step - loss: 0.4001 - accuracy: 0.8360
Epoch 473/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8353
Epoch 474/500
113/113 [==============================] - 0s 850us/step - loss: 0.4002 - accuracy: 0.8360
Epoch 475/500
113/113 [==============================] - 0s 882us/step - loss: 0.4001 - accuracy: 0.8363
Epoch 476/500
113/113 [==============================] - 0s 845us/step - loss: 0.4001 - accuracy: 0.8350
Epoch 477/500
113/113 [==============================] - 0s 849us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 478/500
113/113 [==============================] - 0s 884us/step - loss: 0.4002 - accuracy: 0.8364
Epoch 479/500
113/113 [==============================] - 0s 846us/step - loss: 0.4001 - accuracy: 0.8364
Epoch 480/500
113/113 [==============================] - 0s 893us/step - loss: 0.4000 - accuracy: 0.8361
Epoch 481/500
113/113 [==============================] - 0s 841us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 482/500
113/113 [==============================] - 0s 891us/step - loss: 0.4002 - accuracy: 0.8357
Epoch 483/500
113/113 [==============================] - 0s 909us/step - loss: 0.4001 - accuracy: 0.8356
Epoch 484/500
113/113 [==============================] - 0s 839us/step - loss: 0.3999 - accuracy: 0.8371
Epoch 485/500
113/113 [==============================] - 0s 875us/step - loss: 0.4001 - accuracy: 0.8350
Epoch 486/500
113/113 [==============================] - 0s 857us/step - loss: 0.4001 - accuracy: 0.8354
Epoch 487/500
113/113 [==============================] - 0s 852us/step - loss: 0.4001 - accuracy: 0.8354
Epoch 488/500
113/113 [==============================] - 0s 873us/step - loss: 0.4000 - accuracy: 0.8357
Epoch 489/500
113/113 [==============================] - 0s 846us/step - loss: 0.4000 - accuracy: 0.8357
Epoch 490/500
113/113 [==============================] - 0s 882us/step - loss: 0.4000 - accuracy: 0.8347
Epoch 491/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4001 - accuracy: 0.8354
Epoch 492/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3999 - accuracy: 0.8351
Epoch 493/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3999 - accuracy: 0.8361
Epoch 494/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4002 - accuracy: 0.8361
Epoch 495/500
113/113 [==============================] - 0s 839us/step - loss: 0.4001 - accuracy: 0.8356
Epoch 496/500
113/113 [==============================] - 0s 883us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 497/500
113/113 [==============================] - 0s 852us/step - loss: 0.3999 - accuracy: 0.8343
Epoch 498/500
113/113 [==============================] - 0s 908us/step - loss: 0.4000 - accuracy: 0.8361
Epoch 499/500
113/113 [==============================] - 0s 833us/step - loss: 0.4001 - accuracy: 0.8358
Epoch 500/500
113/113 [==============================] - 0s 849us/step - loss: 0.4001 - accuracy: 0.8364
Epoch 1/500
113/113 [==============================] - 0s 922us/step - loss: 0.6701 - accuracy: 0.7907
Epoch 2/500
113/113 [==============================] - 0s 976us/step - loss: 0.6144 - accuracy: 0.7960
Epoch 3/500
113/113 [==============================] - 0s 952us/step - loss: 0.5403 - accuracy: 0.7960
Epoch 4/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4780 - accuracy: 0.7960
Epoch 5/500
113/113 [==============================] - 0s 932us/step - loss: 0.4511 - accuracy: 0.7960
Epoch 6/500
113/113 [==============================] - 0s 909us/step - loss: 0.4433 - accuracy: 0.7960
Epoch 7/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7960
Epoch 8/500
113/113 [==============================] - 0s 930us/step - loss: 0.4359 - accuracy: 0.7960
Epoch 9/500
113/113 [==============================] - 0s 962us/step - loss: 0.4338 - accuracy: 0.7960
Epoch 10/500
113/113 [==============================] - 0s 921us/step - loss: 0.4324 - accuracy: 0.7960
Epoch 11/500
113/113 [==============================] - 0s 979us/step - loss: 0.4313 - accuracy: 0.7960
Epoch 12/500
113/113 [==============================] - 0s 933us/step - loss: 0.4305 - accuracy: 0.7960
Epoch 13/500
113/113 [==============================] - 0s 971us/step - loss: 0.4297 - accuracy: 0.7960
Epoch 14/500
113/113 [==============================] - 0s 929us/step - loss: 0.4291 - accuracy: 0.7960
Epoch 15/500
113/113 [==============================] - 0s 973us/step - loss: 0.4285 - accuracy: 0.7960
Epoch 16/500
113/113 [==============================] - 0s 985us/step - loss: 0.4279 - accuracy: 0.7960
Epoch 17/500
113/113 [==============================] - 0s 933us/step - loss: 0.4272 - accuracy: 0.7960
Epoch 18/500
113/113 [==============================] - 0s 954us/step - loss: 0.4265 - accuracy: 0.7960
Epoch 19/500
113/113 [==============================] - 0s 934us/step - loss: 0.4258 - accuracy: 0.7960
Epoch 20/500
113/113 [==============================] - 0s 975us/step - loss: 0.4251 - accuracy: 0.7960
Epoch 21/500
113/113 [==============================] - 0s 936us/step - loss: 0.4244 - accuracy: 0.7960
Epoch 22/500
113/113 [==============================] - 0s 935us/step - loss: 0.4236 - accuracy: 0.7960
Epoch 23/500
113/113 [==============================] - 0s 972us/step - loss: 0.4228 - accuracy: 0.8147
Epoch 24/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4221 - accuracy: 0.8163
Epoch 25/500
113/113 [==============================] - 0s 970us/step - loss: 0.4214 - accuracy: 0.8169
Epoch 26/500
113/113 [==============================] - 0s 940us/step - loss: 0.4207 - accuracy: 0.8186
Epoch 27/500
113/113 [==============================] - 0s 966us/step - loss: 0.4201 - accuracy: 0.8217
Epoch 28/500
113/113 [==============================] - 0s 938us/step - loss: 0.4194 - accuracy: 0.8217
Epoch 29/500
113/113 [==============================] - 0s 959us/step - loss: 0.4187 - accuracy: 0.8229
Epoch 30/500
113/113 [==============================] - 0s 957us/step - loss: 0.4179 - accuracy: 0.8239
Epoch 31/500
113/113 [==============================] - 0s 940us/step - loss: 0.4173 - accuracy: 0.8253
Epoch 32/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4165 - accuracy: 0.8260
Epoch 33/500
113/113 [==============================] - 0s 966us/step - loss: 0.4158 - accuracy: 0.8263
Epoch 34/500
113/113 [==============================] - 0s 964us/step - loss: 0.4151 - accuracy: 0.8274
Epoch 35/500
113/113 [==============================] - 0s 941us/step - loss: 0.4143 - accuracy: 0.8275
Epoch 36/500
113/113 [==============================] - 0s 960us/step - loss: 0.4136 - accuracy: 0.8282
Epoch 37/500
113/113 [==============================] - 0s 926us/step - loss: 0.4126 - accuracy: 0.8297
Epoch 38/500
113/113 [==============================] - 0s 961us/step - loss: 0.4120 - accuracy: 0.8285
Epoch 39/500
113/113 [==============================] - 0s 929us/step - loss: 0.4112 - accuracy: 0.8300
Epoch 40/500
113/113 [==============================] - 0s 914us/step - loss: 0.4106 - accuracy: 0.8310
Epoch 41/500
113/113 [==============================] - 0s 958us/step - loss: 0.4099 - accuracy: 0.8324
Epoch 42/500
113/113 [==============================] - 0s 958us/step - loss: 0.4094 - accuracy: 0.8324
Epoch 43/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4089 - accuracy: 0.8319
Epoch 44/500
113/113 [==============================] - 0s 962us/step - loss: 0.4084 - accuracy: 0.8329
Epoch 45/500
113/113 [==============================] - 0s 998us/step - loss: 0.4078 - accuracy: 0.8331
Epoch 46/500
113/113 [==============================] - 0s 891us/step - loss: 0.4074 - accuracy: 0.8340
Epoch 47/500
113/113 [==============================] - 0s 924us/step - loss: 0.4070 - accuracy: 0.8333
Epoch 48/500
113/113 [==============================] - 0s 924us/step - loss: 0.4066 - accuracy: 0.8342
Epoch 49/500
113/113 [==============================] - 0s 908us/step - loss: 0.4063 - accuracy: 0.8342
Epoch 50/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4058 - accuracy: 0.8354
Epoch 51/500
113/113 [==============================] - 0s 863us/step - loss: 0.4056 - accuracy: 0.8346
Epoch 52/500
113/113 [==============================] - 0s 959us/step - loss: 0.4051 - accuracy: 0.8356
Epoch 53/500
113/113 [==============================] - 0s 857us/step - loss: 0.4049 - accuracy: 0.8360
Epoch 54/500
113/113 [==============================] - 0s 855us/step - loss: 0.4045 - accuracy: 0.8364
Epoch 55/500
113/113 [==============================] - 0s 870us/step - loss: 0.4042 - accuracy: 0.8361
Epoch 56/500
113/113 [==============================] - 0s 861us/step - loss: 0.4038 - accuracy: 0.8360
Epoch 57/500
113/113 [==============================] - 0s 940us/step - loss: 0.4036 - accuracy: 0.8372
Epoch 58/500
113/113 [==============================] - 0s 858us/step - loss: 0.4033 - accuracy: 0.8368
Epoch 59/500
113/113 [==============================] - 0s 864us/step - loss: 0.4030 - accuracy: 0.8383
Epoch 60/500
113/113 [==============================] - 0s 906us/step - loss: 0.4027 - accuracy: 0.8375
Epoch 61/500
113/113 [==============================] - 0s 941us/step - loss: 0.4023 - accuracy: 0.8369
Epoch 62/500
113/113 [==============================] - 0s 906us/step - loss: 0.4023 - accuracy: 0.8376
Epoch 63/500
113/113 [==============================] - 0s 849us/step - loss: 0.4020 - accuracy: 0.8372
Epoch 64/500
113/113 [==============================] - 0s 855us/step - loss: 0.4018 - accuracy: 0.8379
Epoch 65/500
113/113 [==============================] - 0s 888us/step - loss: 0.4015 - accuracy: 0.8375
Epoch 66/500
113/113 [==============================] - 0s 859us/step - loss: 0.4014 - accuracy: 0.8383
Epoch 67/500
113/113 [==============================] - 0s 903us/step - loss: 0.4013 - accuracy: 0.8385
Epoch 68/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4011 - accuracy: 0.8372
Epoch 69/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4009 - accuracy: 0.8378
Epoch 70/500
113/113 [==============================] - 0s 958us/step - loss: 0.4008 - accuracy: 0.8375
Epoch 71/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4007 - accuracy: 0.8368
Epoch 72/500
113/113 [==============================] - 0s 833us/step - loss: 0.4006 - accuracy: 0.8378
Epoch 73/500
113/113 [==============================] - 0s 844us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 74/500
113/113 [==============================] - 0s 880us/step - loss: 0.4002 - accuracy: 0.8382
Epoch 75/500
113/113 [==============================] - 0s 870us/step - loss: 0.4002 - accuracy: 0.8372
Epoch 76/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8372
Epoch 77/500
113/113 [==============================] - 0s 986us/step - loss: 0.3999 - accuracy: 0.8375
Epoch 78/500
113/113 [==============================] - 0s 984us/step - loss: 0.3998 - accuracy: 0.8379
Epoch 79/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3997 - accuracy: 0.8371
Epoch 80/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3996 - accuracy: 0.8371
Epoch 81/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3994 - accuracy: 0.8385
Epoch 82/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3995 - accuracy: 0.8375
Epoch 83/500
113/113 [==============================] - 0s 969us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 84/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8382
Epoch 85/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8378
Epoch 86/500
113/113 [==============================] - 0s 972us/step - loss: 0.3991 - accuracy: 0.8389
Epoch 87/500
113/113 [==============================] - 0s 966us/step - loss: 0.3990 - accuracy: 0.8376
Epoch 88/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3990 - accuracy: 0.8375
Epoch 89/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8369
Epoch 90/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3989 - accuracy: 0.8374
Epoch 91/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8379
Epoch 92/500
113/113 [==============================] - 0s 984us/step - loss: 0.3987 - accuracy: 0.8379
Epoch 93/500
113/113 [==============================] - 0s 910us/step - loss: 0.3986 - accuracy: 0.8375
Epoch 94/500
113/113 [==============================] - 0s 868us/step - loss: 0.3985 - accuracy: 0.8371
Epoch 95/500
113/113 [==============================] - 0s 975us/step - loss: 0.3985 - accuracy: 0.8388
Epoch 96/500
113/113 [==============================] - 0s 867us/step - loss: 0.3984 - accuracy: 0.8376
Epoch 97/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8379
Epoch 98/500
113/113 [==============================] - 0s 886us/step - loss: 0.3984 - accuracy: 0.8382
Epoch 99/500
113/113 [==============================] - 0s 942us/step - loss: 0.3982 - accuracy: 0.8376
Epoch 100/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3983 - accuracy: 0.8371
Epoch 101/500
113/113 [==============================] - 0s 955us/step - loss: 0.3982 - accuracy: 0.8383
Epoch 102/500
113/113 [==============================] - 0s 915us/step - loss: 0.3982 - accuracy: 0.8375
Epoch 103/500
113/113 [==============================] - 0s 851us/step - loss: 0.3981 - accuracy: 0.8382
Epoch 104/500
113/113 [==============================] - 0s 875us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 105/500
113/113 [==============================] - 0s 929us/step - loss: 0.3978 - accuracy: 0.8376
Epoch 106/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3980 - accuracy: 0.8381
Epoch 107/500
113/113 [==============================] - 0s 982us/step - loss: 0.3979 - accuracy: 0.8382
Epoch 108/500
113/113 [==============================] - 0s 840us/step - loss: 0.3978 - accuracy: 0.8382
Epoch 109/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3977 - accuracy: 0.8383
Epoch 110/500
113/113 [==============================] - 0s 928us/step - loss: 0.3976 - accuracy: 0.8381
Epoch 111/500
113/113 [==============================] - 0s 884us/step - loss: 0.3977 - accuracy: 0.8376
Epoch 112/500
113/113 [==============================] - 0s 849us/step - loss: 0.3976 - accuracy: 0.8376
Epoch 113/500
113/113 [==============================] - 0s 875us/step - loss: 0.3976 - accuracy: 0.8386
Epoch 114/500
113/113 [==============================] - 0s 881us/step - loss: 0.3976 - accuracy: 0.8383
Epoch 115/500
113/113 [==============================] - 0s 868us/step - loss: 0.3975 - accuracy: 0.8388
Epoch 116/500
113/113 [==============================] - 0s 899us/step - loss: 0.3973 - accuracy: 0.8378
Epoch 117/500
113/113 [==============================] - 0s 849us/step - loss: 0.3974 - accuracy: 0.8381
Epoch 118/500
113/113 [==============================] - 0s 880us/step - loss: 0.3973 - accuracy: 0.8392
Epoch 119/500
113/113 [==============================] - 0s 898us/step - loss: 0.3973 - accuracy: 0.8382
Epoch 120/500
113/113 [==============================] - 0s 910us/step - loss: 0.3970 - accuracy: 0.8381
Epoch 121/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3973 - accuracy: 0.8388
Epoch 122/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3972 - accuracy: 0.8379
Epoch 123/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8385
Epoch 124/500
113/113 [==============================] - 0s 991us/step - loss: 0.3972 - accuracy: 0.8381
Epoch 125/500
113/113 [==============================] - 0s 971us/step - loss: 0.3971 - accuracy: 0.8379
Epoch 126/500
113/113 [==============================] - 0s 947us/step - loss: 0.3971 - accuracy: 0.8379
Epoch 127/500
113/113 [==============================] - 0s 988us/step - loss: 0.3969 - accuracy: 0.8388
Epoch 128/500
113/113 [==============================] - 0s 968us/step - loss: 0.3970 - accuracy: 0.8374
Epoch 129/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3970 - accuracy: 0.8375
Epoch 130/500
113/113 [==============================] - 0s 949us/step - loss: 0.3970 - accuracy: 0.8383
Epoch 131/500
113/113 [==============================] - 0s 853us/step - loss: 0.3969 - accuracy: 0.8386
Epoch 132/500
113/113 [==============================] - 0s 884us/step - loss: 0.3968 - accuracy: 0.8389
Epoch 133/500
113/113 [==============================] - 0s 875us/step - loss: 0.3969 - accuracy: 0.8390
Epoch 134/500
113/113 [==============================] - 0s 878us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 135/500
113/113 [==============================] - 0s 854us/step - loss: 0.3968 - accuracy: 0.8388
Epoch 136/500
113/113 [==============================] - 0s 866us/step - loss: 0.3968 - accuracy: 0.8372
Epoch 137/500
113/113 [==============================] - 0s 918us/step - loss: 0.3967 - accuracy: 0.8386
Epoch 138/500
113/113 [==============================] - 0s 864us/step - loss: 0.3967 - accuracy: 0.8385
Epoch 139/500
113/113 [==============================] - 0s 878us/step - loss: 0.3967 - accuracy: 0.8390
Epoch 140/500
113/113 [==============================] - 0s 890us/step - loss: 0.3966 - accuracy: 0.8376
Epoch 141/500
113/113 [==============================] - 0s 848us/step - loss: 0.3966 - accuracy: 0.8388
Epoch 142/500
113/113 [==============================] - 0s 855us/step - loss: 0.3966 - accuracy: 0.8388
Epoch 143/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3964 - accuracy: 0.8386
Epoch 144/500
113/113 [==============================] - 0s 846us/step - loss: 0.3967 - accuracy: 0.8375
Epoch 145/500
113/113 [==============================] - 0s 859us/step - loss: 0.3966 - accuracy: 0.8388
Epoch 146/500
113/113 [==============================] - 0s 923us/step - loss: 0.3964 - accuracy: 0.8393
Epoch 147/500
113/113 [==============================] - 0s 851us/step - loss: 0.3965 - accuracy: 0.8382
Epoch 148/500
113/113 [==============================] - 0s 882us/step - loss: 0.3965 - accuracy: 0.8389
Epoch 149/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3965 - accuracy: 0.8385
Epoch 150/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8367
Epoch 151/500
113/113 [==============================] - 0s 856us/step - loss: 0.3964 - accuracy: 0.8386
Epoch 152/500
113/113 [==============================] - 0s 852us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 153/500
113/113 [==============================] - 0s 855us/step - loss: 0.3963 - accuracy: 0.8378
Epoch 154/500
113/113 [==============================] - 0s 853us/step - loss: 0.3964 - accuracy: 0.8390
Epoch 155/500
113/113 [==============================] - 0s 880us/step - loss: 0.3964 - accuracy: 0.8388
Epoch 156/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3963 - accuracy: 0.8389: 0s - loss: 0.3953 - accuracy:
Epoch 157/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8386
Epoch 158/500
113/113 [==============================] - 0s 881us/step - loss: 0.3962 - accuracy: 0.8392
Epoch 159/500
113/113 [==============================] - 0s 848us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 160/500
113/113 [==============================] - 0s 865us/step - loss: 0.3962 - accuracy: 0.8394
Epoch 161/500
113/113 [==============================] - 0s 854us/step - loss: 0.3961 - accuracy: 0.8386
Epoch 162/500
113/113 [==============================] - 0s 909us/step - loss: 0.3961 - accuracy: 0.8392
Epoch 163/500
113/113 [==============================] - 0s 900us/step - loss: 0.3961 - accuracy: 0.8393
Epoch 164/500
113/113 [==============================] - 0s 944us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 165/500
113/113 [==============================] - 0s 949us/step - loss: 0.3961 - accuracy: 0.8389
Epoch 166/500
113/113 [==============================] - 0s 953us/step - loss: 0.3960 - accuracy: 0.8393
Epoch 167/500
113/113 [==============================] - 0s 969us/step - loss: 0.3959 - accuracy: 0.8389
Epoch 168/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8385
Epoch 169/500
113/113 [==============================] - 0s 937us/step - loss: 0.3960 - accuracy: 0.8396
Epoch 170/500
113/113 [==============================] - 0s 966us/step - loss: 0.3960 - accuracy: 0.8381
Epoch 171/500
113/113 [==============================] - 0s 953us/step - loss: 0.3959 - accuracy: 0.8383
Epoch 172/500
113/113 [==============================] - 0s 959us/step - loss: 0.3958 - accuracy: 0.8381
Epoch 173/500
113/113 [==============================] - 0s 935us/step - loss: 0.3958 - accuracy: 0.8383
Epoch 174/500
113/113 [==============================] - 0s 899us/step - loss: 0.3959 - accuracy: 0.8385
Epoch 175/500
113/113 [==============================] - 0s 849us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 176/500
113/113 [==============================] - 0s 919us/step - loss: 0.3957 - accuracy: 0.8396
Epoch 177/500
113/113 [==============================] - 0s 869us/step - loss: 0.3959 - accuracy: 0.8399
Epoch 178/500
113/113 [==============================] - 0s 867us/step - loss: 0.3958 - accuracy: 0.8382
Epoch 179/500
113/113 [==============================] - 0s 848us/step - loss: 0.3958 - accuracy: 0.8386
Epoch 180/500
113/113 [==============================] - 0s 858us/step - loss: 0.3956 - accuracy: 0.8382
Epoch 181/500
113/113 [==============================] - 0s 858us/step - loss: 0.3958 - accuracy: 0.8388
Epoch 182/500
113/113 [==============================] - 0s 859us/step - loss: 0.3957 - accuracy: 0.8388
Epoch 183/500
113/113 [==============================] - 0s 930us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 184/500
113/113 [==============================] - 0s 882us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 185/500
113/113 [==============================] - 0s 883us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 186/500
113/113 [==============================] - 0s 857us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 187/500
113/113 [==============================] - 0s 854us/step - loss: 0.3956 - accuracy: 0.8379
Epoch 188/500
113/113 [==============================] - 0s 882us/step - loss: 0.3955 - accuracy: 0.8381
Epoch 189/500
113/113 [==============================] - 0s 844us/step - loss: 0.3954 - accuracy: 0.8396
Epoch 190/500
113/113 [==============================] - 0s 861us/step - loss: 0.3956 - accuracy: 0.8386
Epoch 191/500
113/113 [==============================] - 0s 867us/step - loss: 0.3955 - accuracy: 0.8374
Epoch 192/500
113/113 [==============================] - 0s 861us/step - loss: 0.3956 - accuracy: 0.8381
Epoch 193/500
113/113 [==============================] - 0s 859us/step - loss: 0.3955 - accuracy: 0.8396
Epoch 194/500
113/113 [==============================] - 0s 887us/step - loss: 0.3955 - accuracy: 0.8386
Epoch 195/500
113/113 [==============================] - 0s 936us/step - loss: 0.3955 - accuracy: 0.8383
Epoch 196/500
113/113 [==============================] - 0s 861us/step - loss: 0.3955 - accuracy: 0.8394
Epoch 197/500
113/113 [==============================] - 0s 863us/step - loss: 0.3955 - accuracy: 0.8396
Epoch 198/500
113/113 [==============================] - 0s 878us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 199/500
113/113 [==============================] - 0s 855us/step - loss: 0.3954 - accuracy: 0.8382
Epoch 200/500
113/113 [==============================] - 0s 871us/step - loss: 0.3955 - accuracy: 0.8379
Epoch 201/500
113/113 [==============================] - 0s 869us/step - loss: 0.3955 - accuracy: 0.8382
Epoch 202/500
113/113 [==============================] - 0s 903us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 203/500
113/113 [==============================] - 0s 847us/step - loss: 0.3954 - accuracy: 0.8383
Epoch 204/500
113/113 [==============================] - 0s 939us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 205/500
113/113 [==============================] - 0s 852us/step - loss: 0.3953 - accuracy: 0.8389
Epoch 206/500
113/113 [==============================] - 0s 852us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 207/500
113/113 [==============================] - 0s 876us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 208/500
113/113 [==============================] - 0s 859us/step - loss: 0.3954 - accuracy: 0.8385
Epoch 209/500
113/113 [==============================] - 0s 861us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 210/500
113/113 [==============================] - 0s 863us/step - loss: 0.3953 - accuracy: 0.8400
Epoch 211/500
113/113 [==============================] - 0s 903us/step - loss: 0.3953 - accuracy: 0.8379
Epoch 212/500
113/113 [==============================] - 0s 858us/step - loss: 0.3953 - accuracy: 0.8392
Epoch 213/500
113/113 [==============================] - 0s 843us/step - loss: 0.3953 - accuracy: 0.8375
Epoch 214/500
113/113 [==============================] - 0s 958us/step - loss: 0.3953 - accuracy: 0.8394
Epoch 215/500
113/113 [==============================] - 0s 859us/step - loss: 0.3953 - accuracy: 0.8390
Epoch 216/500
113/113 [==============================] - 0s 854us/step - loss: 0.3953 - accuracy: 0.8397
Epoch 217/500
113/113 [==============================] - 0s 867us/step - loss: 0.3952 - accuracy: 0.8397
Epoch 218/500
113/113 [==============================] - 0s 866us/step - loss: 0.3952 - accuracy: 0.8396
Epoch 219/500
113/113 [==============================] - 0s 856us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 220/500
113/113 [==============================] - 0s 862us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 221/500
113/113 [==============================] - 0s 864us/step - loss: 0.3952 - accuracy: 0.8399
Epoch 222/500
113/113 [==============================] - 0s 863us/step - loss: 0.3952 - accuracy: 0.8392
Epoch 223/500
113/113 [==============================] - 0s 962us/step - loss: 0.3952 - accuracy: 0.8386
Epoch 224/500
113/113 [==============================] - 0s 862us/step - loss: 0.3952 - accuracy: 0.8389
Epoch 225/500
113/113 [==============================] - 0s 851us/step - loss: 0.3951 - accuracy: 0.8381
Epoch 226/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3951 - accuracy: 0.8392
Epoch 227/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3952 - accuracy: 0.8388
Epoch 228/500
113/113 [==============================] - 0s 913us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 229/500
113/113 [==============================] - 0s 901us/step - loss: 0.3952 - accuracy: 0.8396
Epoch 230/500
113/113 [==============================] - 0s 948us/step - loss: 0.3951 - accuracy: 0.8390
Epoch 231/500
113/113 [==============================] - 0s 866us/step - loss: 0.3950 - accuracy: 0.8383
Epoch 232/500
113/113 [==============================] - 0s 872us/step - loss: 0.3951 - accuracy: 0.8382
Epoch 233/500
113/113 [==============================] - 0s 877us/step - loss: 0.3951 - accuracy: 0.8389
Epoch 234/500
113/113 [==============================] - 0s 850us/step - loss: 0.3951 - accuracy: 0.8385
Epoch 235/500
113/113 [==============================] - 0s 863us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 236/500
113/113 [==============================] - 0s 960us/step - loss: 0.3951 - accuracy: 0.8389
Epoch 237/500
113/113 [==============================] - 0s 852us/step - loss: 0.3950 - accuracy: 0.8396
Epoch 238/500
113/113 [==============================] - 0s 845us/step - loss: 0.3950 - accuracy: 0.8388
Epoch 239/500
113/113 [==============================] - 0s 861us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 240/500
113/113 [==============================] - 0s 865us/step - loss: 0.3951 - accuracy: 0.8400
Epoch 241/500
113/113 [==============================] - 0s 872us/step - loss: 0.3950 - accuracy: 0.8389
Epoch 242/500
113/113 [==============================] - 0s 963us/step - loss: 0.3950 - accuracy: 0.8385
Epoch 243/500
113/113 [==============================] - 0s 854us/step - loss: 0.3951 - accuracy: 0.8382
Epoch 244/500
113/113 [==============================] - 0s 854us/step - loss: 0.3950 - accuracy: 0.8378
Epoch 245/500
113/113 [==============================] - 0s 872us/step - loss: 0.3950 - accuracy: 0.8400
Epoch 246/500
113/113 [==============================] - 0s 882us/step - loss: 0.3950 - accuracy: 0.8399
Epoch 247/500
113/113 [==============================] - 0s 851us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 248/500
113/113 [==============================] - 0s 857us/step - loss: 0.3950 - accuracy: 0.8393
Epoch 249/500
113/113 [==============================] - 0s 863us/step - loss: 0.3949 - accuracy: 0.8375
Epoch 250/500
113/113 [==============================] - 0s 933us/step - loss: 0.3951 - accuracy: 0.8386
Epoch 251/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8389
Epoch 252/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3950 - accuracy: 0.8393
Epoch 253/500
113/113 [==============================] - 0s 874us/step - loss: 0.3950 - accuracy: 0.8374
Epoch 254/500
113/113 [==============================] - 0s 854us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 255/500
113/113 [==============================] - 0s 911us/step - loss: 0.3950 - accuracy: 0.8394
Epoch 256/500
113/113 [==============================] - 0s 856us/step - loss: 0.3949 - accuracy: 0.8378
Epoch 257/500
113/113 [==============================] - 0s 858us/step - loss: 0.3950 - accuracy: 0.8390
Epoch 258/500
113/113 [==============================] - 0s 908us/step - loss: 0.3950 - accuracy: 0.8390
Epoch 259/500
113/113 [==============================] - 0s 855us/step - loss: 0.3949 - accuracy: 0.8385
Epoch 260/500
113/113 [==============================] - 0s 886us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 261/500
113/113 [==============================] - 0s 919us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 262/500
113/113 [==============================] - 0s 847us/step - loss: 0.3949 - accuracy: 0.8403
Epoch 263/500
113/113 [==============================] - 0s 923us/step - loss: 0.3950 - accuracy: 0.8382
Epoch 264/500
113/113 [==============================] - 0s 950us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 265/500
113/113 [==============================] - 0s 892us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 266/500
113/113 [==============================] - 0s 861us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 267/500
113/113 [==============================] - 0s 887us/step - loss: 0.3950 - accuracy: 0.8386
Epoch 268/500
113/113 [==============================] - 0s 851us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 269/500
113/113 [==============================] - 0s 861us/step - loss: 0.3950 - accuracy: 0.8403
Epoch 270/500
113/113 [==============================] - 0s 876us/step - loss: 0.3947 - accuracy: 0.8396
Epoch 271/500
113/113 [==============================] - 0s 964us/step - loss: 0.3951 - accuracy: 0.8393
Epoch 272/500
113/113 [==============================] - 0s 886us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 273/500
113/113 [==============================] - 0s 854us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 274/500
113/113 [==============================] - 0s 866us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 275/500
113/113 [==============================] - 0s 888us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 276/500
113/113 [==============================] - 0s 862us/step - loss: 0.3949 - accuracy: 0.8397
Epoch 277/500
113/113 [==============================] - 0s 884us/step - loss: 0.3949 - accuracy: 0.8393
Epoch 278/500
113/113 [==============================] - 0s 859us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 279/500
113/113 [==============================] - 0s 849us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 280/500
113/113 [==============================] - 0s 893us/step - loss: 0.3948 - accuracy: 0.8406
Epoch 281/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8388
Epoch 282/500
113/113 [==============================] - 0s 933us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 283/500
113/113 [==============================] - 0s 874us/step - loss: 0.3949 - accuracy: 0.8390
Epoch 284/500
113/113 [==============================] - 0s 865us/step - loss: 0.3947 - accuracy: 0.8396
Epoch 285/500
113/113 [==============================] - 0s 861us/step - loss: 0.3949 - accuracy: 0.8394
Epoch 286/500
113/113 [==============================] - 0s 851us/step - loss: 0.3948 - accuracy: 0.8403
Epoch 287/500
113/113 [==============================] - 0s 879us/step - loss: 0.3948 - accuracy: 0.8390
Epoch 288/500
113/113 [==============================] - 0s 880us/step - loss: 0.3948 - accuracy: 0.8397
Epoch 289/500
113/113 [==============================] - 0s 920us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 290/500
113/113 [==============================] - 0s 863us/step - loss: 0.3949 - accuracy: 0.8399
Epoch 291/500
113/113 [==============================] - 0s 868us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 292/500
113/113 [==============================] - 0s 876us/step - loss: 0.3949 - accuracy: 0.8400
Epoch 293/500
113/113 [==============================] - 0s 856us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 294/500
113/113 [==============================] - 0s 889us/step - loss: 0.3947 - accuracy: 0.8399
Epoch 295/500
113/113 [==============================] - 0s 852us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 296/500
113/113 [==============================] - 0s 859us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 297/500
113/113 [==============================] - 0s 881us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 298/500
113/113 [==============================] - 0s 876us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 299/500
113/113 [==============================] - 0s 874us/step - loss: 0.3947 - accuracy: 0.8386
Epoch 300/500
113/113 [==============================] - 0s 962us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 301/500
113/113 [==============================] - 0s 861us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 302/500
113/113 [==============================] - 0s 876us/step - loss: 0.3947 - accuracy: 0.8397
Epoch 303/500
113/113 [==============================] - 0s 864us/step - loss: 0.3948 - accuracy: 0.8397
Epoch 304/500
113/113 [==============================] - 0s 896us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 305/500
113/113 [==============================] - 0s 858us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 306/500
113/113 [==============================] - 0s 850us/step - loss: 0.3948 - accuracy: 0.8397
Epoch 307/500
113/113 [==============================] - 0s 886us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 308/500
113/113 [==============================] - 0s 881us/step - loss: 0.3948 - accuracy: 0.8404
Epoch 309/500
113/113 [==============================] - 0s 898us/step - loss: 0.3947 - accuracy: 0.8396
Epoch 310/500
113/113 [==============================] - 0s 857us/step - loss: 0.3947 - accuracy: 0.8397
Epoch 311/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8385
Epoch 312/500
113/113 [==============================] - 0s 853us/step - loss: 0.3947 - accuracy: 0.8397
Epoch 313/500
113/113 [==============================] - 0s 844us/step - loss: 0.3947 - accuracy: 0.8403
Epoch 314/500
113/113 [==============================] - 0s 894us/step - loss: 0.3947 - accuracy: 0.8396
Epoch 315/500
113/113 [==============================] - 0s 878us/step - loss: 0.3948 - accuracy: 0.8392
Epoch 316/500
113/113 [==============================] - 0s 878us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 317/500
113/113 [==============================] - 0s 856us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 318/500
113/113 [==============================] - 0s 870us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 319/500
113/113 [==============================] - 0s 904us/step - loss: 0.3947 - accuracy: 0.8397
Epoch 320/500
113/113 [==============================] - 0s 909us/step - loss: 0.3948 - accuracy: 0.8393
Epoch 321/500
113/113 [==============================] - 0s 886us/step - loss: 0.3948 - accuracy: 0.8385
Epoch 322/500
113/113 [==============================] - 0s 902us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 323/500
113/113 [==============================] - 0s 882us/step - loss: 0.3947 - accuracy: 0.8383
Epoch 324/500
113/113 [==============================] - 0s 892us/step - loss: 0.3949 - accuracy: 0.8392
Epoch 325/500
113/113 [==============================] - 0s 870us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 326/500
113/113 [==============================] - 0s 871us/step - loss: 0.3948 - accuracy: 0.8400
Epoch 327/500
113/113 [==============================] - 0s 857us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 328/500
113/113 [==============================] - 0s 851us/step - loss: 0.3948 - accuracy: 0.8399
Epoch 329/500
113/113 [==============================] - 0s 882us/step - loss: 0.3947 - accuracy: 0.8393
Epoch 330/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3948 - accuracy: 0.8385
Epoch 331/500
113/113 [==============================] - 0s 868us/step - loss: 0.3948 - accuracy: 0.8389
Epoch 332/500
113/113 [==============================] - 0s 861us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 333/500
113/113 [==============================] - 0s 902us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 334/500
113/113 [==============================] - 0s 861us/step - loss: 0.3947 - accuracy: 0.8396
Epoch 335/500
113/113 [==============================] - 0s 868us/step - loss: 0.3948 - accuracy: 0.8396
Epoch 336/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3947 - accuracy: 0.8385
Epoch 337/500
113/113 [==============================] - 0s 860us/step - loss: 0.3947 - accuracy: 0.8389
Epoch 338/500
113/113 [==============================] - 0s 890us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 339/500
113/113 [==============================] - 0s 975us/step - loss: 0.3948 - accuracy: 0.8400
Epoch 340/500
113/113 [==============================] - 0s 889us/step - loss: 0.3946 - accuracy: 0.8396
Epoch 341/500
113/113 [==============================] - 0s 859us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 342/500
113/113 [==============================] - 0s 857us/step - loss: 0.3945 - accuracy: 0.8406
Epoch 343/500
113/113 [==============================] - 0s 906us/step - loss: 0.3947 - accuracy: 0.8388
Epoch 344/500
113/113 [==============================] - 0s 868us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 345/500
113/113 [==============================] - 0s 886us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 346/500
113/113 [==============================] - 0s 850us/step - loss: 0.3946 - accuracy: 0.8388
Epoch 347/500
113/113 [==============================] - 0s 880us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 348/500
113/113 [==============================] - 0s 858us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 349/500
113/113 [==============================] - 0s 971us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 350/500
113/113 [==============================] - 0s 889us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 351/500
113/113 [==============================] - 0s 861us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 352/500
113/113 [==============================] - 0s 886us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 353/500
113/113 [==============================] - 0s 855us/step - loss: 0.3946 - accuracy: 0.8376
Epoch 354/500
113/113 [==============================] - 0s 871us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 355/500
113/113 [==============================] - 0s 903us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 356/500
113/113 [==============================] - 0s 852us/step - loss: 0.3947 - accuracy: 0.8397
Epoch 357/500
113/113 [==============================] - 0s 884us/step - loss: 0.3945 - accuracy: 0.8400
Epoch 358/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8397
Epoch 359/500
113/113 [==============================] - 0s 859us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 360/500
113/113 [==============================] - 0s 890us/step - loss: 0.3946 - accuracy: 0.8390
Epoch 361/500
113/113 [==============================] - 0s 913us/step - loss: 0.3946 - accuracy: 0.8400
Epoch 362/500
113/113 [==============================] - 0s 922us/step - loss: 0.3946 - accuracy: 0.8386
Epoch 363/500
113/113 [==============================] - 0s 851us/step - loss: 0.3946 - accuracy: 0.8381
Epoch 364/500
113/113 [==============================] - 0s 878us/step - loss: 0.3946 - accuracy: 0.8400
Epoch 365/500
113/113 [==============================] - 0s 872us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 366/500
113/113 [==============================] - 0s 854us/step - loss: 0.3945 - accuracy: 0.8399
Epoch 367/500
113/113 [==============================] - 0s 895us/step - loss: 0.3945 - accuracy: 0.8369
Epoch 368/500
113/113 [==============================] - 0s 927us/step - loss: 0.3945 - accuracy: 0.8378
Epoch 369/500
113/113 [==============================] - 0s 881us/step - loss: 0.3947 - accuracy: 0.8399
Epoch 370/500
113/113 [==============================] - 0s 853us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 371/500
113/113 [==============================] - 0s 951us/step - loss: 0.3947 - accuracy: 0.8392
Epoch 372/500
113/113 [==============================] - 0s 922us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 373/500
113/113 [==============================] - 0s 850us/step - loss: 0.3945 - accuracy: 0.8397
Epoch 374/500
113/113 [==============================] - 0s 884us/step - loss: 0.3946 - accuracy: 0.8394
Epoch 375/500
113/113 [==============================] - 0s 864us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 376/500
113/113 [==============================] - 0s 846us/step - loss: 0.3947 - accuracy: 0.8389
Epoch 377/500
113/113 [==============================] - 0s 882us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 378/500
113/113 [==============================] - 0s 902us/step - loss: 0.3946 - accuracy: 0.8399
Epoch 379/500
113/113 [==============================] - 0s 887us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 380/500
113/113 [==============================] - 0s 846us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 381/500
113/113 [==============================] - 0s 876us/step - loss: 0.3946 - accuracy: 0.8397
Epoch 382/500
113/113 [==============================] - 0s 977us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 383/500
113/113 [==============================] - 0s 859us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 384/500
113/113 [==============================] - 0s 999us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 385/500
113/113 [==============================] - 0s 858us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 386/500
113/113 [==============================] - 0s 879us/step - loss: 0.3943 - accuracy: 0.8385
Epoch 387/500
113/113 [==============================] - 0s 945us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 388/500
113/113 [==============================] - 0s 852us/step - loss: 0.3946 - accuracy: 0.8390
Epoch 389/500
113/113 [==============================] - 0s 885us/step - loss: 0.3946 - accuracy: 0.8396
Epoch 390/500
113/113 [==============================] - 0s 869us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 391/500
113/113 [==============================] - 0s 881us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 392/500
113/113 [==============================] - 0s 849us/step - loss: 0.3945 - accuracy: 0.8383
Epoch 393/500
113/113 [==============================] - 0s 864us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 394/500
113/113 [==============================] - 0s 904us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 395/500
113/113 [==============================] - 0s 848us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 396/500
113/113 [==============================] - 0s 991us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 397/500
113/113 [==============================] - 0s 844us/step - loss: 0.3944 - accuracy: 0.8396
Epoch 398/500
113/113 [==============================] - 0s 860us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 399/500
113/113 [==============================] - 0s 890us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 400/500
113/113 [==============================] - ETA: 0s - loss: 0.3905 - accuracy: 0.84 - 0s 849us/step - loss: 0.3946 - accuracy: 0.8385
Epoch 401/500
113/113 [==============================] - 0s 885us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 402/500
113/113 [==============================] - 0s 865us/step - loss: 0.3945 - accuracy: 0.8383
Epoch 403/500
113/113 [==============================] - 0s 860us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 404/500
113/113 [==============================] - 0s 926us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 405/500
113/113 [==============================] - 0s 851us/step - loss: 0.3946 - accuracy: 0.8389
Epoch 406/500
113/113 [==============================] - 0s 880us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 407/500
113/113 [==============================] - 0s 895us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 408/500
113/113 [==============================] - 0s 953us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 409/500
113/113 [==============================] - 0s 854us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 410/500
113/113 [==============================] - 0s 852us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 411/500
113/113 [==============================] - 0s 878us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 412/500
113/113 [==============================] - 0s 850us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 413/500
113/113 [==============================] - 0s 939us/step - loss: 0.3944 - accuracy: 0.8400
Epoch 414/500
113/113 [==============================] - 0s 857us/step - loss: 0.3946 - accuracy: 0.8386
Epoch 415/500
113/113 [==============================] - 0s 847us/step - loss: 0.3946 - accuracy: 0.8393
Epoch 416/500
113/113 [==============================] - 0s 934us/step - loss: 0.3946 - accuracy: 0.8392
Epoch 417/500
113/113 [==============================] - 0s 854us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 418/500
113/113 [==============================] - 0s 905us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 419/500
113/113 [==============================] - 0s 906us/step - loss: 0.3945 - accuracy: 0.8378
Epoch 420/500
113/113 [==============================] - 0s 852us/step - loss: 0.3943 - accuracy: 0.8379
Epoch 421/500
113/113 [==============================] - 0s 872us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 422/500
113/113 [==============================] - 0s 868us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 423/500
113/113 [==============================] - 0s 921us/step - loss: 0.3944 - accuracy: 0.8394
Epoch 424/500
113/113 [==============================] - 0s 847us/step - loss: 0.3943 - accuracy: 0.8388
Epoch 425/500
113/113 [==============================] - 0s 860us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 426/500
113/113 [==============================] - 0s 913us/step - loss: 0.3945 - accuracy: 0.8392
Epoch 427/500
113/113 [==============================] - 0s 878us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 428/500
113/113 [==============================] - 0s 906us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 429/500
113/113 [==============================] - 0s 848us/step - loss: 0.3945 - accuracy: 0.8388
Epoch 430/500
113/113 [==============================] - 0s 871us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 431/500
113/113 [==============================] - 0s 858us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 432/500
113/113 [==============================] - 0s 857us/step - loss: 0.3945 - accuracy: 0.8390
Epoch 433/500
113/113 [==============================] - 0s 920us/step - loss: 0.3945 - accuracy: 0.8386
Epoch 434/500
113/113 [==============================] - 0s 856us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 435/500
113/113 [==============================] - 0s 871us/step - loss: 0.3946 - accuracy: 0.8383
Epoch 436/500
113/113 [==============================] - 0s 970us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 437/500
113/113 [==============================] - 0s 847us/step - loss: 0.3945 - accuracy: 0.8385
Epoch 438/500
113/113 [==============================] - 0s 919us/step - loss: 0.3944 - accuracy: 0.8376
Epoch 439/500
113/113 [==============================] - 0s 854us/step - loss: 0.3944 - accuracy: 0.8382
Epoch 440/500
113/113 [==============================] - 0s 861us/step - loss: 0.3942 - accuracy: 0.8378
Epoch 441/500
113/113 [==============================] - 0s 857us/step - loss: 0.3945 - accuracy: 0.8394
Epoch 442/500
113/113 [==============================] - 0s 853us/step - loss: 0.3942 - accuracy: 0.8394
Epoch 443/500
113/113 [==============================] - 0s 898us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 444/500
113/113 [==============================] - 0s 849us/step - loss: 0.3944 - accuracy: 0.8392
Epoch 445/500
113/113 [==============================] - 0s 879us/step - loss: 0.3945 - accuracy: 0.8372
Epoch 446/500
113/113 [==============================] - 0s 851us/step - loss: 0.3944 - accuracy: 0.8392
Epoch 447/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8379
Epoch 448/500
113/113 [==============================] - 0s 890us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 449/500
113/113 [==============================] - 0s 839us/step - loss: 0.3944 - accuracy: 0.8396
Epoch 450/500
113/113 [==============================] - 0s 871us/step - loss: 0.3943 - accuracy: 0.8369
Epoch 451/500
113/113 [==============================] - 0s 861us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 452/500
113/113 [==============================] - 0s 865us/step - loss: 0.3941 - accuracy: 0.8386
Epoch 453/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3945 - accuracy: 0.8383
Epoch 454/500
113/113 [==============================] - 0s 848us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 455/500
113/113 [==============================] - 0s 867us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 456/500
113/113 [==============================] - 0s 880us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 457/500
113/113 [==============================] - 0s 855us/step - loss: 0.3941 - accuracy: 0.8399
Epoch 458/500
113/113 [==============================] - 0s 973us/step - loss: 0.3945 - accuracy: 0.8369
Epoch 459/500
113/113 [==============================] - 0s 854us/step - loss: 0.3940 - accuracy: 0.8378
Epoch 460/500
113/113 [==============================] - 0s 938us/step - loss: 0.3942 - accuracy: 0.8386
Epoch 461/500
113/113 [==============================] - 0s 847us/step - loss: 0.3943 - accuracy: 0.8393
Epoch 462/500
113/113 [==============================] - 0s 855us/step - loss: 0.3943 - accuracy: 0.8396
Epoch 463/500
113/113 [==============================] - 0s 905us/step - loss: 0.3945 - accuracy: 0.8383
Epoch 464/500
113/113 [==============================] - 0s 847us/step - loss: 0.3943 - accuracy: 0.8394
Epoch 465/500
113/113 [==============================] - 0s 922us/step - loss: 0.3944 - accuracy: 0.8399
Epoch 466/500
113/113 [==============================] - 0s 860us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 467/500
113/113 [==============================] - 0s 959us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 468/500
113/113 [==============================] - 0s 845us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 469/500
113/113 [==============================] - 0s 855us/step - loss: 0.3943 - accuracy: 0.8386
Epoch 470/500
113/113 [==============================] - 0s 882us/step - loss: 0.3944 - accuracy: 0.8397
Epoch 471/500
113/113 [==============================] - 0s 853us/step - loss: 0.3944 - accuracy: 0.8389
Epoch 472/500
113/113 [==============================] - 0s 892us/step - loss: 0.3943 - accuracy: 0.8386
Epoch 473/500
113/113 [==============================] - 0s 869us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 474/500
113/113 [==============================] - 0s 852us/step - loss: 0.3944 - accuracy: 0.8383
Epoch 475/500
113/113 [==============================] - 0s 937us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 476/500
113/113 [==============================] - 0s 882us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 477/500
113/113 [==============================] - 0s 894us/step - loss: 0.3942 - accuracy: 0.8371
Epoch 478/500
113/113 [==============================] - 0s 858us/step - loss: 0.3945 - accuracy: 0.8400
Epoch 479/500
113/113 [==============================] - 0s 848us/step - loss: 0.3945 - accuracy: 0.8389
Epoch 480/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3944 - accuracy: 0.8386
Epoch 481/500
113/113 [==============================] - 0s 843us/step - loss: 0.3945 - accuracy: 0.8376
Epoch 482/500
113/113 [==============================] - 0s 903us/step - loss: 0.3943 - accuracy: 0.8390
Epoch 483/500
113/113 [==============================] - 0s 856us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 484/500
113/113 [==============================] - 0s 898us/step - loss: 0.3944 - accuracy: 0.8378
Epoch 485/500
113/113 [==============================] - 0s 922us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 486/500
113/113 [==============================] - 0s 856us/step - loss: 0.3944 - accuracy: 0.8371
Epoch 487/500
113/113 [==============================] - 0s 898us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 488/500
113/113 [==============================] - 0s 844us/step - loss: 0.3944 - accuracy: 0.8372
Epoch 489/500
113/113 [==============================] - 0s 880us/step - loss: 0.3944 - accuracy: 0.8385
Epoch 490/500
113/113 [==============================] - 0s 854us/step - loss: 0.3945 - accuracy: 0.8374
Epoch 491/500
113/113 [==============================] - 0s 855us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 492/500
113/113 [==============================] - 0s 909us/step - loss: 0.3944 - accuracy: 0.8388
Epoch 493/500
113/113 [==============================] - 0s 855us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 494/500
113/113 [==============================] - 0s 882us/step - loss: 0.3944 - accuracy: 0.8385
Epoch 495/500
113/113 [==============================] - 0s 944us/step - loss: 0.3945 - accuracy: 0.8379
Epoch 496/500
113/113 [==============================] - 0s 846us/step - loss: 0.3943 - accuracy: 0.8386
Epoch 497/500
113/113 [==============================] - 0s 908us/step - loss: 0.3943 - accuracy: 0.8389
Epoch 498/500
113/113 [==============================] - 0s 853us/step - loss: 0.3944 - accuracy: 0.83830s - loss: 0.3983 - accuracy: 0.83
Epoch 499/500
113/113 [==============================] - 0s 883us/step - loss: 0.3944 - accuracy: 0.8392
Epoch 500/500
113/113 [==============================] - 0s 852us/step - loss: 0.3944 - accuracy: 0.8386
Epoch 1/500
113/113 [==============================] - 0s 938us/step - loss: 0.6617 - accuracy: 0.7924
Epoch 2/500
113/113 [==============================] - 0s 955us/step - loss: 0.5670 - accuracy: 0.7953
Epoch 3/500
113/113 [==============================] - 0s 924us/step - loss: 0.4769 - accuracy: 0.7953
Epoch 4/500
113/113 [==============================] - 0s 955us/step - loss: 0.4495 - accuracy: 0.7953
Epoch 5/500
113/113 [==============================] - 0s 922us/step - loss: 0.4425 - accuracy: 0.7953
Epoch 6/500
113/113 [==============================] - 0s 969us/step - loss: 0.4382 - accuracy: 0.7953
Epoch 7/500
113/113 [==============================] - 0s 933us/step - loss: 0.4356 - accuracy: 0.7953
Epoch 8/500
113/113 [==============================] - 0s 969us/step - loss: 0.4339 - accuracy: 0.7953
Epoch 9/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4327 - accuracy: 0.7953
Epoch 10/500
113/113 [==============================] - 0s 927us/step - loss: 0.4318 - accuracy: 0.7953
Epoch 11/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4310 - accuracy: 0.7953
Epoch 12/500
113/113 [==============================] - 0s 927us/step - loss: 0.4303 - accuracy: 0.7953
Epoch 13/500
113/113 [==============================] - 0s 963us/step - loss: 0.4296 - accuracy: 0.7953
Epoch 14/500
113/113 [==============================] - 0s 921us/step - loss: 0.4288 - accuracy: 0.7953
Epoch 15/500
113/113 [==============================] - 0s 971us/step - loss: 0.4280 - accuracy: 0.7953
Epoch 16/500
113/113 [==============================] - 0s 911us/step - loss: 0.4272 - accuracy: 0.7953
Epoch 17/500
113/113 [==============================] - 0s 961us/step - loss: 0.4262 - accuracy: 0.8064
Epoch 18/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4253 - accuracy: 0.8117
Epoch 19/500
113/113 [==============================] - 0s 932us/step - loss: 0.4245 - accuracy: 0.8160
Epoch 20/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4234 - accuracy: 0.8178
Epoch 21/500
113/113 [==============================] - 0s 931us/step - loss: 0.4224 - accuracy: 0.8200
Epoch 22/500
113/113 [==============================] - 0s 947us/step - loss: 0.4213 - accuracy: 0.8196
Epoch 23/500
113/113 [==============================] - 0s 908us/step - loss: 0.4200 - accuracy: 0.8228
Epoch 24/500
113/113 [==============================] - 0s 971us/step - loss: 0.4189 - accuracy: 0.8240
Epoch 25/500
113/113 [==============================] - 0s 953us/step - loss: 0.4179 - accuracy: 0.8251
Epoch 26/500
113/113 [==============================] - 0s 974us/step - loss: 0.4169 - accuracy: 0.8260
Epoch 27/500
113/113 [==============================] - 0s 967us/step - loss: 0.4160 - accuracy: 0.8267
Epoch 28/500
113/113 [==============================] - 0s 930us/step - loss: 0.4151 - accuracy: 0.8283
Epoch 29/500
113/113 [==============================] - 0s 986us/step - loss: 0.4144 - accuracy: 0.8285
Epoch 30/500
113/113 [==============================] - 0s 926us/step - loss: 0.4133 - accuracy: 0.8288
Epoch 31/500
113/113 [==============================] - 0s 960us/step - loss: 0.4125 - accuracy: 0.8301
Epoch 32/500
113/113 [==============================] - 0s 917us/step - loss: 0.4118 - accuracy: 0.8311
Epoch 33/500
113/113 [==============================] - 0s 958us/step - loss: 0.4110 - accuracy: 0.8310
Epoch 34/500
113/113 [==============================] - 0s 992us/step - loss: 0.4104 - accuracy: 0.8317
Epoch 35/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4099 - accuracy: 0.8319
Epoch 36/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4093 - accuracy: 0.8317
Epoch 37/500
113/113 [==============================] - 0s 902us/step - loss: 0.4087 - accuracy: 0.8333
Epoch 38/500
113/113 [==============================] - 0s 861us/step - loss: 0.4081 - accuracy: 0.8332
Epoch 39/500
113/113 [==============================] - 0s 889us/step - loss: 0.4079 - accuracy: 0.8336
Epoch 40/500
113/113 [==============================] - 0s 852us/step - loss: 0.4074 - accuracy: 0.8346
Epoch 41/500
113/113 [==============================] - 0s 870us/step - loss: 0.4068 - accuracy: 0.8349
Epoch 42/500
113/113 [==============================] - 0s 922us/step - loss: 0.4064 - accuracy: 0.8346
Epoch 43/500
113/113 [==============================] - 0s 857us/step - loss: 0.4063 - accuracy: 0.8346
Epoch 44/500
113/113 [==============================] - 0s 953us/step - loss: 0.4059 - accuracy: 0.8350
Epoch 45/500
113/113 [==============================] - 0s 848us/step - loss: 0.4056 - accuracy: 0.8354
Epoch 46/500
113/113 [==============================] - 0s 886us/step - loss: 0.4051 - accuracy: 0.8353
Epoch 47/500
113/113 [==============================] - 0s 968us/step - loss: 0.4050 - accuracy: 0.8351
Epoch 48/500
113/113 [==============================] - 0s 856us/step - loss: 0.4047 - accuracy: 0.8363
Epoch 49/500
113/113 [==============================] - 0s 885us/step - loss: 0.4044 - accuracy: 0.8350
Epoch 50/500
113/113 [==============================] - 0s 862us/step - loss: 0.4041 - accuracy: 0.8357
Epoch 51/500
113/113 [==============================] - 0s 893us/step - loss: 0.4038 - accuracy: 0.8361
Epoch 52/500
113/113 [==============================] - 0s 872us/step - loss: 0.4035 - accuracy: 0.8360
Epoch 53/500
113/113 [==============================] - 0s 857us/step - loss: 0.4034 - accuracy: 0.8358
Epoch 54/500
113/113 [==============================] - 0s 955us/step - loss: 0.4031 - accuracy: 0.8360
Epoch 55/500
113/113 [==============================] - 0s 861us/step - loss: 0.4029 - accuracy: 0.8363
Epoch 56/500
113/113 [==============================] - 0s 893us/step - loss: 0.4027 - accuracy: 0.8365
Epoch 57/500
113/113 [==============================] - 0s 860us/step - loss: 0.4026 - accuracy: 0.8369
Epoch 58/500
113/113 [==============================] - 0s 859us/step - loss: 0.4023 - accuracy: 0.8368
Epoch 59/500
113/113 [==============================] - 0s 888us/step - loss: 0.4021 - accuracy: 0.8364
Epoch 60/500
113/113 [==============================] - 0s 865us/step - loss: 0.4019 - accuracy: 0.8365
Epoch 61/500
113/113 [==============================] - 0s 883us/step - loss: 0.4017 - accuracy: 0.8365
Epoch 62/500
113/113 [==============================] - 0s 882us/step - loss: 0.4016 - accuracy: 0.8368
Epoch 63/500
113/113 [==============================] - 0s 860us/step - loss: 0.4016 - accuracy: 0.8361
Epoch 64/500
113/113 [==============================] - 0s 938us/step - loss: 0.4012 - accuracy: 0.8361
Epoch 65/500
113/113 [==============================] - 0s 854us/step - loss: 0.4012 - accuracy: 0.8367
Epoch 66/500
113/113 [==============================] - 0s 880us/step - loss: 0.4011 - accuracy: 0.8358
Epoch 67/500
113/113 [==============================] - 0s 883us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 68/500
113/113 [==============================] - 0s 867us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 69/500
113/113 [==============================] - 0s 920us/step - loss: 0.4009 - accuracy: 0.8364
Epoch 70/500
113/113 [==============================] - 0s 851us/step - loss: 0.4006 - accuracy: 0.8379
Epoch 71/500
113/113 [==============================] - 0s 886us/step - loss: 0.4006 - accuracy: 0.8368
Epoch 72/500
113/113 [==============================] - 0s 866us/step - loss: 0.4003 - accuracy: 0.8379
Epoch 73/500
113/113 [==============================] - 0s 957us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 74/500
113/113 [==============================] - 0s 854us/step - loss: 0.4001 - accuracy: 0.8365
Epoch 75/500
113/113 [==============================] - 0s 860us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 76/500
113/113 [==============================] - 0s 888us/step - loss: 0.4000 - accuracy: 0.8368
Epoch 77/500
113/113 [==============================] - 0s 879us/step - loss: 0.4001 - accuracy: 0.8364
Epoch 78/500
113/113 [==============================] - 0s 888us/step - loss: 0.3999 - accuracy: 0.8371
Epoch 79/500
113/113 [==============================] - 0s 855us/step - loss: 0.3999 - accuracy: 0.8374
Epoch 80/500
113/113 [==============================] - 0s 852us/step - loss: 0.3997 - accuracy: 0.8390
Epoch 81/500
113/113 [==============================] - 0s 888us/step - loss: 0.3998 - accuracy: 0.8364
Epoch 82/500
113/113 [==============================] - 0s 919us/step - loss: 0.3997 - accuracy: 0.8375
Epoch 83/500
113/113 [==============================] - 0s 894us/step - loss: 0.3998 - accuracy: 0.8368
Epoch 84/500
113/113 [==============================] - 0s 902us/step - loss: 0.3996 - accuracy: 0.8363
Epoch 85/500
113/113 [==============================] - 0s 857us/step - loss: 0.3995 - accuracy: 0.8371
Epoch 86/500
113/113 [==============================] - 0s 909us/step - loss: 0.3994 - accuracy: 0.8369
Epoch 87/500
113/113 [==============================] - 0s 867us/step - loss: 0.3993 - accuracy: 0.8372
Epoch 88/500
113/113 [==============================] - 0s 882us/step - loss: 0.3995 - accuracy: 0.8369
Epoch 89/500
113/113 [==============================] - 0s 865us/step - loss: 0.3994 - accuracy: 0.8371
Epoch 90/500
113/113 [==============================] - 0s 851us/step - loss: 0.3994 - accuracy: 0.8374
Epoch 91/500
113/113 [==============================] - 0s 976us/step - loss: 0.3994 - accuracy: 0.8375
Epoch 92/500
113/113 [==============================] - 0s 984us/step - loss: 0.3993 - accuracy: 0.8367
Epoch 93/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3992 - accuracy: 0.8376
Epoch 94/500
113/113 [==============================] - 0s 856us/step - loss: 0.3991 - accuracy: 0.8374
Epoch 95/500
113/113 [==============================] - 0s 886us/step - loss: 0.3990 - accuracy: 0.8381
Epoch 96/500
113/113 [==============================] - 0s 882us/step - loss: 0.3991 - accuracy: 0.8374
Epoch 97/500
113/113 [==============================] - 0s 873us/step - loss: 0.3990 - accuracy: 0.8378
Epoch 98/500
113/113 [==============================] - 0s 882us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 99/500
113/113 [==============================] - 0s 848us/step - loss: 0.3991 - accuracy: 0.8372
Epoch 100/500
113/113 [==============================] - 0s 911us/step - loss: 0.3989 - accuracy: 0.8375
Epoch 101/500
113/113 [==============================] - 0s 853us/step - loss: 0.3989 - accuracy: 0.8363
Epoch 102/500
113/113 [==============================] - 0s 854us/step - loss: 0.3987 - accuracy: 0.8369
Epoch 103/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8383
Epoch 104/500
113/113 [==============================] - 0s 860us/step - loss: 0.3988 - accuracy: 0.8383
Epoch 105/500
113/113 [==============================] - 0s 949us/step - loss: 0.3987 - accuracy: 0.8367
Epoch 106/500
113/113 [==============================] - 0s 876us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 107/500
113/113 [==============================] - 0s 882us/step - loss: 0.3987 - accuracy: 0.8372
Epoch 108/500
113/113 [==============================] - 0s 846us/step - loss: 0.3987 - accuracy: 0.8375
Epoch 109/500
113/113 [==============================] - 0s 852us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 110/500
113/113 [==============================] - 0s 878us/step - loss: 0.3987 - accuracy: 0.8371
Epoch 111/500
113/113 [==============================] - 0s 869us/step - loss: 0.3987 - accuracy: 0.8381
Epoch 112/500
113/113 [==============================] - 0s 934us/step - loss: 0.3985 - accuracy: 0.8382
Epoch 113/500
113/113 [==============================] - 0s 858us/step - loss: 0.3987 - accuracy: 0.8376
Epoch 114/500
113/113 [==============================] - 0s 846us/step - loss: 0.3986 - accuracy: 0.8375
Epoch 115/500
113/113 [==============================] - 0s 905us/step - loss: 0.3985 - accuracy: 0.8374
Epoch 116/500
113/113 [==============================] - 0s 895us/step - loss: 0.3985 - accuracy: 0.8383
Epoch 117/500
113/113 [==============================] - 0s 888us/step - loss: 0.3981 - accuracy: 0.8376
Epoch 118/500
113/113 [==============================] - 0s 845us/step - loss: 0.3987 - accuracy: 0.8371
Epoch 119/500
113/113 [==============================] - 0s 843us/step - loss: 0.3984 - accuracy: 0.8381
Epoch 120/500
113/113 [==============================] - 0s 882us/step - loss: 0.3985 - accuracy: 0.8378
Epoch 121/500
113/113 [==============================] - 0s 900us/step - loss: 0.3984 - accuracy: 0.8378
Epoch 122/500
113/113 [==============================] - 0s 877us/step - loss: 0.3983 - accuracy: 0.8383
Epoch 123/500
113/113 [==============================] - 0s 909us/step - loss: 0.3984 - accuracy: 0.8367
Epoch 124/500
113/113 [==============================] - 0s 866us/step - loss: 0.3985 - accuracy: 0.8372
Epoch 125/500
113/113 [==============================] - 0s 866us/step - loss: 0.3983 - accuracy: 0.8381
Epoch 126/500
113/113 [==============================] - 0s 891us/step - loss: 0.3983 - accuracy: 0.8381
Epoch 127/500
113/113 [==============================] - 0s 923us/step - loss: 0.3983 - accuracy: 0.8372
Epoch 128/500
113/113 [==============================] - 0s 836us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 129/500
113/113 [==============================] - 0s 879us/step - loss: 0.3982 - accuracy: 0.8376
Epoch 130/500
113/113 [==============================] - 0s 852us/step - loss: 0.3982 - accuracy: 0.8374
Epoch 131/500
113/113 [==============================] - 0s 944us/step - loss: 0.3982 - accuracy: 0.8369
Epoch 132/500
113/113 [==============================] - 0s 930us/step - loss: 0.3980 - accuracy: 0.8374
Epoch 133/500
113/113 [==============================] - 0s 861us/step - loss: 0.3983 - accuracy: 0.8369
Epoch 134/500
113/113 [==============================] - 0s 882us/step - loss: 0.3981 - accuracy: 0.8379
Epoch 135/500
113/113 [==============================] - 0s 867us/step - loss: 0.3981 - accuracy: 0.8372
Epoch 136/500
113/113 [==============================] - 0s 877us/step - loss: 0.3982 - accuracy: 0.8376
Epoch 137/500
113/113 [==============================] - 0s 905us/step - loss: 0.3981 - accuracy: 0.8375
Epoch 138/500
113/113 [==============================] - 0s 850us/step - loss: 0.3982 - accuracy: 0.8376
Epoch 139/500
113/113 [==============================] - 0s 877us/step - loss: 0.3981 - accuracy: 0.8371
Epoch 140/500
113/113 [==============================] - 0s 885us/step - loss: 0.3982 - accuracy: 0.8374
Epoch 141/500
113/113 [==============================] - 0s 879us/step - loss: 0.3981 - accuracy: 0.8376
Epoch 142/500
113/113 [==============================] - 0s 950us/step - loss: 0.3982 - accuracy: 0.8381
Epoch 143/500
113/113 [==============================] - 0s 865us/step - loss: 0.3979 - accuracy: 0.8364
Epoch 144/500
113/113 [==============================] - 0s 953us/step - loss: 0.3981 - accuracy: 0.8375
Epoch 145/500
113/113 [==============================] - 0s 889us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 146/500
113/113 [==============================] - 0s 935us/step - loss: 0.3980 - accuracy: 0.8374
Epoch 147/500
113/113 [==============================] - 0s 862us/step - loss: 0.3981 - accuracy: 0.8372
Epoch 148/500
113/113 [==============================] - 0s 854us/step - loss: 0.3980 - accuracy: 0.8375
Epoch 149/500
113/113 [==============================] - 0s 902us/step - loss: 0.3981 - accuracy: 0.8385
Epoch 150/500
113/113 [==============================] - 0s 857us/step - loss: 0.3980 - accuracy: 0.8376
Epoch 151/500
113/113 [==============================] - 0s 889us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 152/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3981 - accuracy: 0.8375
Epoch 153/500
113/113 [==============================] - 0s 876us/step - loss: 0.3980 - accuracy: 0.8372
Epoch 154/500
113/113 [==============================] - 0s 879us/step - loss: 0.3980 - accuracy: 0.8378
Epoch 155/500
113/113 [==============================] - 0s 866us/step - loss: 0.3980 - accuracy: 0.8381
Epoch 156/500
113/113 [==============================] - 0s 893us/step - loss: 0.3980 - accuracy: 0.8367
Epoch 157/500
113/113 [==============================] - 0s 867us/step - loss: 0.3979 - accuracy: 0.8369
Epoch 158/500
113/113 [==============================] - 0s 887us/step - loss: 0.3976 - accuracy: 0.8378
Epoch 159/500
113/113 [==============================] - 0s 854us/step - loss: 0.3979 - accuracy: 0.8375
Epoch 160/500
113/113 [==============================] - 0s 930us/step - loss: 0.3980 - accuracy: 0.8382
Epoch 161/500
113/113 [==============================] - 0s 920us/step - loss: 0.3979 - accuracy: 0.8376
Epoch 162/500
113/113 [==============================] - 0s 829us/step - loss: 0.3979 - accuracy: 0.8368
Epoch 163/500
113/113 [==============================] - 0s 871us/step - loss: 0.3981 - accuracy: 0.8374
Epoch 164/500
113/113 [==============================] - 0s 878us/step - loss: 0.3980 - accuracy: 0.8371
Epoch 165/500
113/113 [==============================] - 0s 940us/step - loss: 0.3979 - accuracy: 0.8369
Epoch 166/500
113/113 [==============================] - 0s 876us/step - loss: 0.3978 - accuracy: 0.8385
Epoch 167/500
113/113 [==============================] - 0s 868us/step - loss: 0.3977 - accuracy: 0.8390
Epoch 168/500
113/113 [==============================] - 0s 888us/step - loss: 0.3978 - accuracy: 0.8376
Epoch 169/500
113/113 [==============================] - 0s 849us/step - loss: 0.3980 - accuracy: 0.8385
Epoch 170/500
113/113 [==============================] - 0s 870us/step - loss: 0.3978 - accuracy: 0.8372
Epoch 171/500
113/113 [==============================] - 0s 948us/step - loss: 0.3979 - accuracy: 0.8381
Epoch 172/500
113/113 [==============================] - 0s 853us/step - loss: 0.3979 - accuracy: 0.8378
Epoch 173/500
113/113 [==============================] - 0s 873us/step - loss: 0.3978 - accuracy: 0.8375
Epoch 174/500
113/113 [==============================] - 0s 859us/step - loss: 0.3979 - accuracy: 0.8375
Epoch 175/500
113/113 [==============================] - 0s 877us/step - loss: 0.3978 - accuracy: 0.8386
Epoch 176/500
113/113 [==============================] - 0s 985us/step - loss: 0.3979 - accuracy: 0.8371
Epoch 177/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3978 - accuracy: 0.8383
Epoch 178/500
113/113 [==============================] - 0s 850us/step - loss: 0.3978 - accuracy: 0.8379
Epoch 179/500
113/113 [==============================] - 0s 868us/step - loss: 0.3978 - accuracy: 0.8379
Epoch 180/500
113/113 [==============================] - 0s 937us/step - loss: 0.3978 - accuracy: 0.8374
Epoch 181/500
113/113 [==============================] - 0s 927us/step - loss: 0.3976 - accuracy: 0.8388
Epoch 182/500
113/113 [==============================] - 0s 937us/step - loss: 0.3978 - accuracy: 0.8371
Epoch 183/500
113/113 [==============================] - 0s 866us/step - loss: 0.3978 - accuracy: 0.8381
Epoch 184/500
113/113 [==============================] - 0s 868us/step - loss: 0.3978 - accuracy: 0.8375
Epoch 185/500
113/113 [==============================] - 0s 921us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 186/500
113/113 [==============================] - 0s 852us/step - loss: 0.3977 - accuracy: 0.8378
Epoch 187/500
113/113 [==============================] - 0s 888us/step - loss: 0.3977 - accuracy: 0.8369
Epoch 188/500
113/113 [==============================] - 0s 916us/step - loss: 0.3977 - accuracy: 0.8374
Epoch 189/500
113/113 [==============================] - 0s 851us/step - loss: 0.3976 - accuracy: 0.8374
Epoch 190/500
113/113 [==============================] - 0s 946us/step - loss: 0.3976 - accuracy: 0.8382
Epoch 191/500
113/113 [==============================] - 0s 868us/step - loss: 0.3978 - accuracy: 0.8379
Epoch 192/500
113/113 [==============================] - 0s 885us/step - loss: 0.3975 - accuracy: 0.8374
Epoch 193/500
113/113 [==============================] - 0s 857us/step - loss: 0.3976 - accuracy: 0.8379
Epoch 194/500
113/113 [==============================] - 0s 910us/step - loss: 0.3975 - accuracy: 0.8385
Epoch 195/500
113/113 [==============================] - 0s 851us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 196/500
113/113 [==============================] - 0s 850us/step - loss: 0.3978 - accuracy: 0.8381
Epoch 197/500
113/113 [==============================] - 0s 895us/step - loss: 0.3976 - accuracy: 0.8371
Epoch 198/500
113/113 [==============================] - 0s 847us/step - loss: 0.3977 - accuracy: 0.8386
Epoch 199/500
113/113 [==============================] - 0s 906us/step - loss: 0.3977 - accuracy: 0.8374
Epoch 200/500
113/113 [==============================] - 0s 942us/step - loss: 0.3977 - accuracy: 0.8383
Epoch 201/500
113/113 [==============================] - 0s 854us/step - loss: 0.3977 - accuracy: 0.8389
Epoch 202/500
113/113 [==============================] - 0s 929us/step - loss: 0.3976 - accuracy: 0.8363
Epoch 203/500
113/113 [==============================] - 0s 847us/step - loss: 0.3975 - accuracy: 0.8383
Epoch 204/500
113/113 [==============================] - 0s 900us/step - loss: 0.3976 - accuracy: 0.8379
Epoch 205/500
113/113 [==============================] - 0s 860us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 206/500
113/113 [==============================] - 0s 844us/step - loss: 0.3976 - accuracy: 0.8369
Epoch 207/500
113/113 [==============================] - 0s 912us/step - loss: 0.3974 - accuracy: 0.8383
Epoch 208/500
113/113 [==============================] - 0s 858us/step - loss: 0.3975 - accuracy: 0.8375
Epoch 209/500
113/113 [==============================] - 0s 980us/step - loss: 0.3975 - accuracy: 0.8385
Epoch 210/500
113/113 [==============================] - 0s 857us/step - loss: 0.3974 - accuracy: 0.8385
Epoch 211/500
113/113 [==============================] - 0s 871us/step - loss: 0.3973 - accuracy: 0.8376
Epoch 212/500
113/113 [==============================] - 0s 867us/step - loss: 0.3976 - accuracy: 0.8386
Epoch 213/500
113/113 [==============================] - 0s 866us/step - loss: 0.3976 - accuracy: 0.8382
Epoch 214/500
113/113 [==============================] - 0s 925us/step - loss: 0.3975 - accuracy: 0.8379
Epoch 215/500
113/113 [==============================] - 0s 862us/step - loss: 0.3974 - accuracy: 0.8367
Epoch 216/500
113/113 [==============================] - 0s 878us/step - loss: 0.3973 - accuracy: 0.8388
Epoch 217/500
113/113 [==============================] - 0s 869us/step - loss: 0.3974 - accuracy: 0.8372
Epoch 218/500
113/113 [==============================] - 0s 863us/step - loss: 0.3975 - accuracy: 0.8369
Epoch 219/500
113/113 [==============================] - 0s 967us/step - loss: 0.3974 - accuracy: 0.8367
Epoch 220/500
113/113 [==============================] - 0s 855us/step - loss: 0.3974 - accuracy: 0.8378
Epoch 221/500
113/113 [==============================] - 0s 876us/step - loss: 0.3973 - accuracy: 0.8385
Epoch 222/500
113/113 [==============================] - 0s 866us/step - loss: 0.3973 - accuracy: 0.8368
Epoch 223/500
113/113 [==============================] - 0s 867us/step - loss: 0.3973 - accuracy: 0.8374
Epoch 224/500
113/113 [==============================] - 0s 899us/step - loss: 0.3971 - accuracy: 0.8382
Epoch 225/500
113/113 [==============================] - 0s 852us/step - loss: 0.3972 - accuracy: 0.8379
Epoch 226/500
113/113 [==============================] - 0s 883us/step - loss: 0.3973 - accuracy: 0.8364
Epoch 227/500
113/113 [==============================] - 0s 873us/step - loss: 0.3972 - accuracy: 0.8372
Epoch 228/500
113/113 [==============================] - 0s 856us/step - loss: 0.3972 - accuracy: 0.8381
Epoch 229/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3972 - accuracy: 0.8375
Epoch 230/500
113/113 [==============================] - 0s 882us/step - loss: 0.3974 - accuracy: 0.8367
Epoch 231/500
113/113 [==============================] - 0s 884us/step - loss: 0.3971 - accuracy: 0.8389
Epoch 232/500
113/113 [==============================] - 0s 861us/step - loss: 0.3973 - accuracy: 0.8375
Epoch 233/500
113/113 [==============================] - 0s 879us/step - loss: 0.3972 - accuracy: 0.8371
Epoch 234/500
113/113 [==============================] - 0s 863us/step - loss: 0.3970 - accuracy: 0.8376
Epoch 235/500
113/113 [==============================] - 0s 855us/step - loss: 0.3970 - accuracy: 0.8376
Epoch 236/500
113/113 [==============================] - 0s 982us/step - loss: 0.3971 - accuracy: 0.8367
Epoch 237/500
113/113 [==============================] - 0s 858us/step - loss: 0.3971 - accuracy: 0.8364
Epoch 238/500
113/113 [==============================] - 0s 895us/step - loss: 0.3972 - accuracy: 0.8378
Epoch 239/500
113/113 [==============================] - 0s 867us/step - loss: 0.3971 - accuracy: 0.8379
Epoch 240/500
113/113 [==============================] - 0s 856us/step - loss: 0.3969 - accuracy: 0.8376
Epoch 241/500
113/113 [==============================] - 0s 936us/step - loss: 0.3970 - accuracy: 0.8375
Epoch 242/500
113/113 [==============================] - 0s 862us/step - loss: 0.3970 - accuracy: 0.8368
Epoch 243/500
113/113 [==============================] - 0s 888us/step - loss: 0.3970 - accuracy: 0.8378
Epoch 244/500
113/113 [==============================] - 0s 867us/step - loss: 0.3971 - accuracy: 0.8376
Epoch 245/500
113/113 [==============================] - 0s 853us/step - loss: 0.3968 - accuracy: 0.8363
Epoch 246/500
113/113 [==============================] - 0s 881us/step - loss: 0.3970 - accuracy: 0.8385
Epoch 247/500
113/113 [==============================] - 0s 862us/step - loss: 0.3971 - accuracy: 0.8382
Epoch 248/500
113/113 [==============================] - 0s 932us/step - loss: 0.3969 - accuracy: 0.8378
Epoch 249/500
113/113 [==============================] - 0s 860us/step - loss: 0.3970 - accuracy: 0.8382
Epoch 250/500
113/113 [==============================] - 0s 954us/step - loss: 0.3968 - accuracy: 0.8367
Epoch 251/500
113/113 [==============================] - 0s 864us/step - loss: 0.3969 - accuracy: 0.8367
Epoch 252/500
113/113 [==============================] - 0s 853us/step - loss: 0.3968 - accuracy: 0.8382
Epoch 253/500
113/113 [==============================] - 0s 883us/step - loss: 0.3968 - accuracy: 0.8383
Epoch 254/500
113/113 [==============================] - 0s 867us/step - loss: 0.3969 - accuracy: 0.8369
Epoch 255/500
113/113 [==============================] - 0s 881us/step - loss: 0.3968 - accuracy: 0.8369
Epoch 256/500
113/113 [==============================] - 0s 863us/step - loss: 0.3968 - accuracy: 0.8383
Epoch 257/500
113/113 [==============================] - 0s 859us/step - loss: 0.3969 - accuracy: 0.8369
Epoch 258/500
113/113 [==============================] - 0s 908us/step - loss: 0.3967 - accuracy: 0.8371
Epoch 259/500
113/113 [==============================] - 0s 907us/step - loss: 0.3966 - accuracy: 0.8382
Epoch 260/500
113/113 [==============================] - 0s 917us/step - loss: 0.3969 - accuracy: 0.8383
Epoch 261/500
113/113 [==============================] - 0s 846us/step - loss: 0.3968 - accuracy: 0.8361
Epoch 262/500
113/113 [==============================] - 0s 869us/step - loss: 0.3967 - accuracy: 0.8376
Epoch 263/500
113/113 [==============================] - 0s 884us/step - loss: 0.3968 - accuracy: 0.8385
Epoch 264/500
113/113 [==============================] - 0s 866us/step - loss: 0.3966 - accuracy: 0.8360
Epoch 265/500
113/113 [==============================] - 0s 885us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 266/500
113/113 [==============================] - 0s 893us/step - loss: 0.3965 - accuracy: 0.8369
Epoch 267/500
113/113 [==============================] - 0s 851us/step - loss: 0.3966 - accuracy: 0.8389
Epoch 268/500
113/113 [==============================] - 0s 931us/step - loss: 0.3966 - accuracy: 0.8369
Epoch 269/500
113/113 [==============================] - 0s 867us/step - loss: 0.3965 - accuracy: 0.8376
Epoch 270/500
113/113 [==============================] - 0s 887us/step - loss: 0.3964 - accuracy: 0.8364
Epoch 271/500
113/113 [==============================] - 0s 855us/step - loss: 0.3963 - accuracy: 0.8368
Epoch 272/500
113/113 [==============================] - 0s 862us/step - loss: 0.3961 - accuracy: 0.8378
Epoch 273/500
113/113 [==============================] - 0s 916us/step - loss: 0.3965 - accuracy: 0.8374
Epoch 274/500
113/113 [==============================] - 0s 860us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 275/500
113/113 [==============================] - 0s 911us/step - loss: 0.3963 - accuracy: 0.8381
Epoch 276/500
113/113 [==============================] - 0s 858us/step - loss: 0.3963 - accuracy: 0.8376
Epoch 277/500
113/113 [==============================] - ETA: 0s - loss: 0.3959 - accuracy: 0.84 - 0s 885us/step - loss: 0.3963 - accuracy: 0.8374
Epoch 278/500
113/113 [==============================] - 0s 946us/step - loss: 0.3961 - accuracy: 0.8376
Epoch 279/500
113/113 [==============================] - 0s 864us/step - loss: 0.3960 - accuracy: 0.8379
Epoch 280/500
113/113 [==============================] - 0s 879us/step - loss: 0.3958 - accuracy: 0.8381
Epoch 281/500
113/113 [==============================] - 0s 851us/step - loss: 0.3961 - accuracy: 0.8371
Epoch 282/500
113/113 [==============================] - 0s 898us/step - loss: 0.3959 - accuracy: 0.8392
Epoch 283/500
113/113 [==============================] - 0s 869us/step - loss: 0.3959 - accuracy: 0.8378
Epoch 284/500
113/113 [==============================] - 0s 864us/step - loss: 0.3957 - accuracy: 0.8378
Epoch 285/500
113/113 [==============================] - 0s 927us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 286/500
113/113 [==============================] - 0s 881us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 287/500
113/113 [==============================] - 0s 918us/step - loss: 0.3954 - accuracy: 0.8396
Epoch 288/500
113/113 [==============================] - 0s 924us/step - loss: 0.3951 - accuracy: 0.8393
Epoch 289/500
113/113 [==============================] - 0s 854us/step - loss: 0.3951 - accuracy: 0.8392
Epoch 290/500
113/113 [==============================] - 0s 892us/step - loss: 0.3948 - accuracy: 0.8388
Epoch 291/500
113/113 [==============================] - 0s 845us/step - loss: 0.3947 - accuracy: 0.8390
Epoch 292/500
113/113 [==============================] - 0s 899us/step - loss: 0.3949 - accuracy: 0.8383
Epoch 293/500
113/113 [==============================] - 0s 878us/step - loss: 0.3945 - accuracy: 0.8403
Epoch 294/500
113/113 [==============================] - 0s 898us/step - loss: 0.3946 - accuracy: 0.8390
Epoch 295/500
113/113 [==============================] - 0s 851us/step - loss: 0.3942 - accuracy: 0.8392
Epoch 296/500
113/113 [==============================] - 0s 858us/step - loss: 0.3939 - accuracy: 0.8393
Epoch 297/500
113/113 [==============================] - 0s 988us/step - loss: 0.3940 - accuracy: 0.8385
Epoch 298/500
113/113 [==============================] - 0s 912us/step - loss: 0.3940 - accuracy: 0.8388
Epoch 299/500
113/113 [==============================] - 0s 934us/step - loss: 0.3937 - accuracy: 0.8397
Epoch 300/500
113/113 [==============================] - 0s 860us/step - loss: 0.3936 - accuracy: 0.8388
Epoch 301/500
113/113 [==============================] - 0s 850us/step - loss: 0.3936 - accuracy: 0.8399
Epoch 302/500
113/113 [==============================] - 0s 899us/step - loss: 0.3935 - accuracy: 0.8389
Epoch 303/500
113/113 [==============================] - 0s 871us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 304/500
113/113 [==============================] - 0s 889us/step - loss: 0.3932 - accuracy: 0.8392
Epoch 305/500
113/113 [==============================] - 0s 859us/step - loss: 0.3930 - accuracy: 0.8388
Epoch 306/500
113/113 [==============================] - 0s 849us/step - loss: 0.3929 - accuracy: 0.8404
Epoch 307/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3928 - accuracy: 0.8390
Epoch 308/500
113/113 [==============================] - 0s 886us/step - loss: 0.3926 - accuracy: 0.8392
Epoch 309/500
113/113 [==============================] - 0s 883us/step - loss: 0.3927 - accuracy: 0.8397
Epoch 310/500
113/113 [==============================] - 0s 865us/step - loss: 0.3923 - accuracy: 0.8400
Epoch 311/500
113/113 [==============================] - 0s 887us/step - loss: 0.3926 - accuracy: 0.8401
Epoch 312/500
113/113 [==============================] - 0s 852us/step - loss: 0.3923 - accuracy: 0.8399
Epoch 313/500
113/113 [==============================] - 0s 862us/step - loss: 0.3923 - accuracy: 0.8408
Epoch 314/500
113/113 [==============================] - 0s 899us/step - loss: 0.3922 - accuracy: 0.8404
Epoch 315/500
113/113 [==============================] - 0s 845us/step - loss: 0.3920 - accuracy: 0.8399
Epoch 316/500
113/113 [==============================] - 0s 892us/step - loss: 0.3919 - accuracy: 0.8390
Epoch 317/500
113/113 [==============================] - 0s 941us/step - loss: 0.3920 - accuracy: 0.8404
Epoch 318/500
113/113 [==============================] - 0s 875us/step - loss: 0.3919 - accuracy: 0.8397
Epoch 319/500
113/113 [==============================] - 0s 888us/step - loss: 0.3917 - accuracy: 0.8394
Epoch 320/500
113/113 [==============================] - 0s 856us/step - loss: 0.3914 - accuracy: 0.8403
Epoch 321/500
113/113 [==============================] - 0s 880us/step - loss: 0.3916 - accuracy: 0.8410
Epoch 322/500
113/113 [==============================] - 0s 860us/step - loss: 0.3917 - accuracy: 0.8410
Epoch 323/500
113/113 [==============================] - 0s 866us/step - loss: 0.3917 - accuracy: 0.8401
Epoch 324/500
113/113 [==============================] - 0s 883us/step - loss: 0.3915 - accuracy: 0.8390
Epoch 325/500
113/113 [==============================] - 0s 860us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 326/500
113/113 [==============================] - 0s 948us/step - loss: 0.3914 - accuracy: 0.8397
Epoch 327/500
113/113 [==============================] - 0s 859us/step - loss: 0.3912 - accuracy: 0.8388
Epoch 328/500
113/113 [==============================] - 0s 875us/step - loss: 0.3914 - accuracy: 0.8401
Epoch 329/500
113/113 [==============================] - 0s 909us/step - loss: 0.3912 - accuracy: 0.8397
Epoch 330/500
113/113 [==============================] - 0s 847us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 331/500
113/113 [==============================] - 0s 926us/step - loss: 0.3911 - accuracy: 0.8400
Epoch 332/500
113/113 [==============================] - 0s 854us/step - loss: 0.3911 - accuracy: 0.8392
Epoch 333/500
113/113 [==============================] - 0s 902us/step - loss: 0.3908 - accuracy: 0.8393
Epoch 334/500
113/113 [==============================] - 0s 861us/step - loss: 0.3913 - accuracy: 0.8392
Epoch 335/500
113/113 [==============================] - 0s 856us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 336/500
113/113 [==============================] - 0s 990us/step - loss: 0.3910 - accuracy: 0.8389
Epoch 337/500
113/113 [==============================] - 0s 871us/step - loss: 0.3909 - accuracy: 0.8392
Epoch 338/500
113/113 [==============================] - 0s 952us/step - loss: 0.3910 - accuracy: 0.8394
Epoch 339/500
113/113 [==============================] - 0s 856us/step - loss: 0.3909 - accuracy: 0.8400
Epoch 340/500
113/113 [==============================] - 0s 858us/step - loss: 0.3910 - accuracy: 0.8392
Epoch 341/500
113/113 [==============================] - 0s 887us/step - loss: 0.3909 - accuracy: 0.8397
Epoch 342/500
113/113 [==============================] - 0s 876us/step - loss: 0.3908 - accuracy: 0.8382
Epoch 343/500
113/113 [==============================] - 0s 878us/step - loss: 0.3907 - accuracy: 0.8407
Epoch 344/500
113/113 [==============================] - 0s 857us/step - loss: 0.3909 - accuracy: 0.8390
Epoch 345/500
113/113 [==============================] - 0s 861us/step - loss: 0.3909 - accuracy: 0.8404
Epoch 346/500
113/113 [==============================] - 0s 956us/step - loss: 0.3908 - accuracy: 0.8401
Epoch 347/500
113/113 [==============================] - 0s 879us/step - loss: 0.3905 - accuracy: 0.8403
Epoch 348/500
113/113 [==============================] - 0s 880us/step - loss: 0.3909 - accuracy: 0.8394
Epoch 349/500
113/113 [==============================] - 0s 851us/step - loss: 0.3908 - accuracy: 0.8397
Epoch 350/500
113/113 [==============================] - 0s 864us/step - loss: 0.3906 - accuracy: 0.8386
Epoch 351/500
113/113 [==============================] - 0s 921us/step - loss: 0.3908 - accuracy: 0.8400
Epoch 352/500
113/113 [==============================] - 0s 868us/step - loss: 0.3907 - accuracy: 0.8399
Epoch 353/500
113/113 [==============================] - 0s 882us/step - loss: 0.3907 - accuracy: 0.8392
Epoch 354/500
113/113 [==============================] - 0s 859us/step - loss: 0.3906 - accuracy: 0.8393
Epoch 355/500
113/113 [==============================] - 0s 881us/step - loss: 0.3906 - accuracy: 0.8397
Epoch 356/500
113/113 [==============================] - 0s 953us/step - loss: 0.3906 - accuracy: 0.8397
Epoch 357/500
113/113 [==============================] - 0s 919us/step - loss: 0.3907 - accuracy: 0.8397
Epoch 358/500
113/113 [==============================] - 0s 882us/step - loss: 0.3905 - accuracy: 0.8404
Epoch 359/500
113/113 [==============================] - 0s 860us/step - loss: 0.3906 - accuracy: 0.8382
Epoch 360/500
113/113 [==============================] - 0s 886us/step - loss: 0.3907 - accuracy: 0.8379
Epoch 361/500
113/113 [==============================] - 0s 856us/step - loss: 0.3905 - accuracy: 0.8394
Epoch 362/500
113/113 [==============================] - 0s 872us/step - loss: 0.3905 - accuracy: 0.8389
Epoch 363/500
113/113 [==============================] - 0s 918us/step - loss: 0.3903 - accuracy: 0.8399
Epoch 364/500
113/113 [==============================] - 0s 864us/step - loss: 0.3904 - accuracy: 0.8401
Epoch 365/500
113/113 [==============================] - 0s 949us/step - loss: 0.3905 - accuracy: 0.8404
Epoch 366/500
113/113 [==============================] - 0s 856us/step - loss: 0.3905 - accuracy: 0.8410
Epoch 367/500
113/113 [==============================] - 0s 862us/step - loss: 0.3905 - accuracy: 0.8406
Epoch 368/500
113/113 [==============================] - 0s 925us/step - loss: 0.3905 - accuracy: 0.8390
Epoch 369/500
113/113 [==============================] - 0s 856us/step - loss: 0.3902 - accuracy: 0.8408
Epoch 370/500
113/113 [==============================] - 0s 876us/step - loss: 0.3903 - accuracy: 0.8400
Epoch 371/500
113/113 [==============================] - 0s 869us/step - loss: 0.3905 - accuracy: 0.8389
Epoch 372/500
113/113 [==============================] - 0s 874us/step - loss: 0.3904 - accuracy: 0.8389
Epoch 373/500
113/113 [==============================] - 0s 853us/step - loss: 0.3905 - accuracy: 0.8393
Epoch 374/500
113/113 [==============================] - 0s 950us/step - loss: 0.3903 - accuracy: 0.8386
Epoch 375/500
113/113 [==============================] - 0s 883us/step - loss: 0.3904 - accuracy: 0.8394
Epoch 376/500
113/113 [==============================] - 0s 856us/step - loss: 0.3903 - accuracy: 0.8394
Epoch 377/500
113/113 [==============================] - 0s 919us/step - loss: 0.3904 - accuracy: 0.8401
Epoch 378/500
113/113 [==============================] - 0s 866us/step - loss: 0.3904 - accuracy: 0.8401
Epoch 379/500
113/113 [==============================] - 0s 854us/step - loss: 0.3902 - accuracy: 0.8397
Epoch 380/500
113/113 [==============================] - 0s 889us/step - loss: 0.3904 - accuracy: 0.8394
Epoch 381/500
113/113 [==============================] - 0s 868us/step - loss: 0.3904 - accuracy: 0.8400
Epoch 382/500
113/113 [==============================] - 0s 941us/step - loss: 0.3902 - accuracy: 0.8399
Epoch 383/500
113/113 [==============================] - ETA: 0s - loss: 0.3988 - accuracy: 0.83 - 0s 863us/step - loss: 0.3904 - accuracy: 0.8397
Epoch 384/500
113/113 [==============================] - 0s 839us/step - loss: 0.3904 - accuracy: 0.8400
Epoch 385/500
113/113 [==============================] - 0s 927us/step - loss: 0.3903 - accuracy: 0.8383
Epoch 386/500
113/113 [==============================] - 0s 855us/step - loss: 0.3903 - accuracy: 0.8403
Epoch 387/500
113/113 [==============================] - 0s 911us/step - loss: 0.3902 - accuracy: 0.8397
Epoch 388/500
113/113 [==============================] - 0s 851us/step - loss: 0.3904 - accuracy: 0.8406
Epoch 389/500
113/113 [==============================] - 0s 869us/step - loss: 0.3903 - accuracy: 0.8397
Epoch 390/500
113/113 [==============================] - 0s 908us/step - loss: 0.3902 - accuracy: 0.8401
Epoch 391/500
113/113 [==============================] - 0s 851us/step - loss: 0.3903 - accuracy: 0.8400
Epoch 392/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8404
Epoch 393/500
113/113 [==============================] - 0s 860us/step - loss: 0.3903 - accuracy: 0.8407
Epoch 394/500
113/113 [==============================] - 0s 873us/step - loss: 0.3903 - accuracy: 0.8403
Epoch 395/500
113/113 [==============================] - 0s 867us/step - loss: 0.3903 - accuracy: 0.8392
Epoch 396/500
113/113 [==============================] - 0s 874us/step - loss: 0.3901 - accuracy: 0.8394
Epoch 397/500
113/113 [==============================] - 0s 971us/step - loss: 0.3901 - accuracy: 0.8404
Epoch 398/500
113/113 [==============================] - 0s 860us/step - loss: 0.3903 - accuracy: 0.8399
Epoch 399/500
113/113 [==============================] - 0s 872us/step - loss: 0.3903 - accuracy: 0.8408
Epoch 400/500
113/113 [==============================] - 0s 865us/step - loss: 0.3901 - accuracy: 0.8392
Epoch 401/500
113/113 [==============================] - 0s 880us/step - loss: 0.3901 - accuracy: 0.8392
Epoch 402/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8392
Epoch 403/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3903 - accuracy: 0.8393
Epoch 404/500
113/113 [==============================] - 0s 915us/step - loss: 0.3901 - accuracy: 0.8411
Epoch 405/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3901 - accuracy: 0.8406
Epoch 406/500
113/113 [==============================] - 0s 955us/step - loss: 0.3902 - accuracy: 0.8397
Epoch 407/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3902 - accuracy: 0.8392
Epoch 408/500
113/113 [==============================] - 0s 854us/step - loss: 0.3902 - accuracy: 0.8392
Epoch 409/500
113/113 [==============================] - 0s 879us/step - loss: 0.3902 - accuracy: 0.8390
Epoch 410/500
113/113 [==============================] - 0s 889us/step - loss: 0.3901 - accuracy: 0.8397
Epoch 411/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8410
Epoch 412/500
113/113 [==============================] - 0s 867us/step - loss: 0.3902 - accuracy: 0.8389
Epoch 413/500
113/113 [==============================] - 0s 867us/step - loss: 0.3902 - accuracy: 0.8394
Epoch 414/500
113/113 [==============================] - 0s 948us/step - loss: 0.3903 - accuracy: 0.8403
Epoch 415/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3900 - accuracy: 0.8400
Epoch 416/500
113/113 [==============================] - 0s 851us/step - loss: 0.3902 - accuracy: 0.8390
Epoch 417/500
113/113 [==============================] - 0s 865us/step - loss: 0.3899 - accuracy: 0.8407
Epoch 418/500
113/113 [==============================] - 0s 890us/step - loss: 0.3899 - accuracy: 0.8390
Epoch 419/500
113/113 [==============================] - 0s 869us/step - loss: 0.3903 - accuracy: 0.8400
Epoch 420/500
113/113 [==============================] - 0s 909us/step - loss: 0.3901 - accuracy: 0.8396
Epoch 421/500
113/113 [==============================] - 0s 846us/step - loss: 0.3901 - accuracy: 0.8393
Epoch 422/500
113/113 [==============================] - 0s 883us/step - loss: 0.3901 - accuracy: 0.8411
Epoch 423/500
113/113 [==============================] - 0s 959us/step - loss: 0.3901 - accuracy: 0.8392
Epoch 424/500
113/113 [==============================] - 0s 869us/step - loss: 0.3901 - accuracy: 0.8406
Epoch 425/500
113/113 [==============================] - 0s 885us/step - loss: 0.3901 - accuracy: 0.8397
Epoch 426/500
113/113 [==============================] - 0s 856us/step - loss: 0.3901 - accuracy: 0.8400
Epoch 427/500
113/113 [==============================] - 0s 867us/step - loss: 0.3901 - accuracy: 0.8399
Epoch 428/500
113/113 [==============================] - 0s 911us/step - loss: 0.3901 - accuracy: 0.8393
Epoch 429/500
113/113 [==============================] - 0s 866us/step - loss: 0.3901 - accuracy: 0.8400
Epoch 430/500
113/113 [==============================] - 0s 883us/step - loss: 0.3899 - accuracy: 0.8417
Epoch 431/500
113/113 [==============================] - 0s 879us/step - loss: 0.3900 - accuracy: 0.8397
Epoch 432/500
113/113 [==============================] - 0s 873us/step - loss: 0.3901 - accuracy: 0.8397
Epoch 433/500
113/113 [==============================] - 0s 863us/step - loss: 0.3902 - accuracy: 0.8400
Epoch 434/500
113/113 [==============================] - 0s 962us/step - loss: 0.3900 - accuracy: 0.8397
Epoch 435/500
113/113 [==============================] - 0s 886us/step - loss: 0.3899 - accuracy: 0.8393
Epoch 436/500
113/113 [==============================] - 0s 857us/step - loss: 0.3899 - accuracy: 0.8413
Epoch 437/500
113/113 [==============================] - 0s 914us/step - loss: 0.3901 - accuracy: 0.8401
Epoch 438/500
113/113 [==============================] - 0s 856us/step - loss: 0.3900 - accuracy: 0.8407
Epoch 439/500
113/113 [==============================] - 0s 884us/step - loss: 0.3898 - accuracy: 0.8389
Epoch 440/500
113/113 [==============================] - 0s 880us/step - loss: 0.3902 - accuracy: 0.8407
Epoch 441/500
113/113 [==============================] - 0s 903us/step - loss: 0.3900 - accuracy: 0.8413
Epoch 442/500
113/113 [==============================] - 0s 889us/step - loss: 0.3899 - accuracy: 0.8401
Epoch 443/500
113/113 [==============================] - 0s 851us/step - loss: 0.3902 - accuracy: 0.8415
Epoch 444/500
113/113 [==============================] - 0s 908us/step - loss: 0.3900 - accuracy: 0.8394
Epoch 445/500
113/113 [==============================] - 0s 899us/step - loss: 0.3900 - accuracy: 0.8392
Epoch 446/500
113/113 [==============================] - 0s 901us/step - loss: 0.3899 - accuracy: 0.8382
Epoch 447/500
113/113 [==============================] - 0s 878us/step - loss: 0.3902 - accuracy: 0.8399
Epoch 448/500
113/113 [==============================] - 0s 854us/step - loss: 0.3900 - accuracy: 0.8394
Epoch 449/500
113/113 [==============================] - 0s 958us/step - loss: 0.3898 - accuracy: 0.8407
Epoch 450/500
113/113 [==============================] - 0s 887us/step - loss: 0.3899 - accuracy: 0.8388
Epoch 451/500
113/113 [==============================] - 0s 860us/step - loss: 0.3901 - accuracy: 0.8396
Epoch 452/500
113/113 [==============================] - 0s 881us/step - loss: 0.3902 - accuracy: 0.8401
Epoch 453/500
113/113 [==============================] - ETA: 0s - loss: 0.3804 - accuracy: 0.84 - 0s 888us/step - loss: 0.3901 - accuracy: 0.8406
Epoch 454/500
113/113 [==============================] - 0s 985us/step - loss: 0.3901 - accuracy: 0.8411
Epoch 455/500
113/113 [==============================] - 0s 858us/step - loss: 0.3899 - accuracy: 0.8404
Epoch 456/500
113/113 [==============================] - 0s 877us/step - loss: 0.3899 - accuracy: 0.8390
Epoch 457/500
113/113 [==============================] - 0s 899us/step - loss: 0.3900 - accuracy: 0.8408
Epoch 458/500
113/113 [==============================] - 0s 880us/step - loss: 0.3900 - accuracy: 0.8393
Epoch 459/500
113/113 [==============================] - 0s 913us/step - loss: 0.3899 - accuracy: 0.8400
Epoch 460/500
113/113 [==============================] - 0s 884us/step - loss: 0.3900 - accuracy: 0.8397
Epoch 461/500
113/113 [==============================] - 0s 889us/step - loss: 0.3901 - accuracy: 0.8404
Epoch 462/500
113/113 [==============================] - 0s 864us/step - loss: 0.3902 - accuracy: 0.8408
Epoch 463/500
113/113 [==============================] - 0s 886us/step - loss: 0.3898 - accuracy: 0.8393
Epoch 464/500
113/113 [==============================] - 0s 895us/step - loss: 0.3900 - accuracy: 0.8396
Epoch 465/500
113/113 [==============================] - 0s 855us/step - loss: 0.3900 - accuracy: 0.8397
Epoch 466/500
113/113 [==============================] - 0s 884us/step - loss: 0.3900 - accuracy: 0.8404
Epoch 467/500
113/113 [==============================] - 0s 861us/step - loss: 0.3899 - accuracy: 0.8404
Epoch 468/500
113/113 [==============================] - 0s 876us/step - loss: 0.3900 - accuracy: 0.8401
Epoch 469/500
113/113 [==============================] - 0s 884us/step - loss: 0.3902 - accuracy: 0.8394
Epoch 470/500
113/113 [==============================] - 0s 966us/step - loss: 0.3899 - accuracy: 0.8401
Epoch 471/500
113/113 [==============================] - 0s 921us/step - loss: 0.3901 - accuracy: 0.8410
Epoch 472/500
113/113 [==============================] - 0s 865us/step - loss: 0.3900 - accuracy: 0.8414
Epoch 473/500
113/113 [==============================] - 0s 871us/step - loss: 0.3901 - accuracy: 0.8414
Epoch 474/500
113/113 [==============================] - 0s 884us/step - loss: 0.3899 - accuracy: 0.8408
Epoch 475/500
113/113 [==============================] - 0s 851us/step - loss: 0.3900 - accuracy: 0.8401
Epoch 476/500
113/113 [==============================] - 0s 887us/step - loss: 0.3901 - accuracy: 0.8389
Epoch 477/500
113/113 [==============================] - 0s 866us/step - loss: 0.3900 - accuracy: 0.8401
Epoch 478/500
113/113 [==============================] - 0s 870us/step - loss: 0.3900 - accuracy: 0.8397
Epoch 479/500
113/113 [==============================] - 0s 967us/step - loss: 0.3900 - accuracy: 0.8392
Epoch 480/500
113/113 [==============================] - 0s 858us/step - loss: 0.3900 - accuracy: 0.8400
Epoch 481/500
113/113 [==============================] - 0s 940us/step - loss: 0.3900 - accuracy: 0.8404
Epoch 482/500
113/113 [==============================] - 0s 882us/step - loss: 0.3899 - accuracy: 0.8410
Epoch 483/500
113/113 [==============================] - 0s 930us/step - loss: 0.3900 - accuracy: 0.8404
Epoch 484/500
113/113 [==============================] - 0s 854us/step - loss: 0.3899 - accuracy: 0.8396
Epoch 485/500
113/113 [==============================] - 0s 851us/step - loss: 0.3900 - accuracy: 0.8408
Epoch 486/500
113/113 [==============================] - 0s 897us/step - loss: 0.3900 - accuracy: 0.8394
Epoch 487/500
113/113 [==============================] - 0s 854us/step - loss: 0.3900 - accuracy: 0.8396
Epoch 488/500
113/113 [==============================] - 0s 904us/step - loss: 0.3900 - accuracy: 0.8392
Epoch 489/500
113/113 [==============================] - 0s 882us/step - loss: 0.3899 - accuracy: 0.8399
Epoch 490/500
113/113 [==============================] - 0s 891us/step - loss: 0.3897 - accuracy: 0.8401
Epoch 491/500
113/113 [==============================] - 0s 887us/step - loss: 0.3901 - accuracy: 0.8407
Epoch 492/500
113/113 [==============================] - 0s 917us/step - loss: 0.3900 - accuracy: 0.8392
Epoch 493/500
113/113 [==============================] - 0s 886us/step - loss: 0.3898 - accuracy: 0.8392
Epoch 494/500
113/113 [==============================] - 0s 858us/step - loss: 0.3901 - accuracy: 0.8394
Epoch 495/500
113/113 [==============================] - 0s 855us/step - loss: 0.3899 - accuracy: 0.8401
Epoch 496/500
113/113 [==============================] - 0s 909us/step - loss: 0.3900 - accuracy: 0.8386
Epoch 497/500
113/113 [==============================] - 0s 877us/step - loss: 0.3900 - accuracy: 0.8400
Epoch 498/500
113/113 [==============================] - 0s 913us/step - loss: 0.3899 - accuracy: 0.8401
Epoch 499/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3900 - accuracy: 0.8407
Epoch 500/500
113/113 [==============================] - 0s 886us/step - loss: 0.3897 - accuracy: 0.8401
Epoch 1/500
113/113 [==============================] - 0s 1ms/step - loss: 0.6677 - accuracy: 0.7951
Epoch 2/500
113/113 [==============================] - 0s 978us/step - loss: 0.5945 - accuracy: 0.7974
Epoch 3/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5029 - accuracy: 0.7974
Epoch 4/500
113/113 [==============================] - 0s 964us/step - loss: 0.4544 - accuracy: 0.7974
Epoch 5/500
113/113 [==============================] - 0s 921us/step - loss: 0.4426 - accuracy: 0.7974
Epoch 6/500
113/113 [==============================] - 0s 937us/step - loss: 0.4373 - accuracy: 0.7974
Epoch 7/500
113/113 [==============================] - 0s 968us/step - loss: 0.4339 - accuracy: 0.7974
Epoch 8/500
113/113 [==============================] - 0s 904us/step - loss: 0.4318 - accuracy: 0.7974
Epoch 9/500
113/113 [==============================] - 0s 959us/step - loss: 0.4305 - accuracy: 0.7974
Epoch 10/500
113/113 [==============================] - 0s 915us/step - loss: 0.4295 - accuracy: 0.7974
Epoch 11/500
113/113 [==============================] - 0s 966us/step - loss: 0.4289 - accuracy: 0.7974
Epoch 12/500
113/113 [==============================] - 0s 965us/step - loss: 0.4283 - accuracy: 0.7974
Epoch 13/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4278 - accuracy: 0.7974
Epoch 14/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4274 - accuracy: 0.7974
Epoch 15/500
113/113 [==============================] - 0s 889us/step - loss: 0.4270 - accuracy: 0.7974
Epoch 16/500
113/113 [==============================] - 0s 940us/step - loss: 0.4266 - accuracy: 0.7974
Epoch 17/500
113/113 [==============================] - 0s 883us/step - loss: 0.4263 - accuracy: 0.7974
Epoch 18/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7974
Epoch 19/500
113/113 [==============================] - 0s 899us/step - loss: 0.4250 - accuracy: 0.7974
Epoch 20/500
113/113 [==============================] - 0s 951us/step - loss: 0.4244 - accuracy: 0.7974
Epoch 21/500
113/113 [==============================] - 0s 884us/step - loss: 0.4236 - accuracy: 0.7974
Epoch 22/500
113/113 [==============================] - 0s 880us/step - loss: 0.4228 - accuracy: 0.8007
Epoch 23/500
113/113 [==============================] - 0s 975us/step - loss: 0.4222 - accuracy: 0.8114
Epoch 24/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4212 - accuracy: 0.8136
Epoch 25/500
113/113 [==============================] - 0s 960us/step - loss: 0.4204 - accuracy: 0.8158
Epoch 26/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4196 - accuracy: 0.8188
Epoch 27/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4188 - accuracy: 0.8204
Epoch 28/500
113/113 [==============================] - 0s 979us/step - loss: 0.4180 - accuracy: 0.8224
Epoch 29/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4172 - accuracy: 0.8238
Epoch 30/500
113/113 [==============================] - 0s 976us/step - loss: 0.4165 - accuracy: 0.8242
Epoch 31/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4158 - accuracy: 0.8265
Epoch 32/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4152 - accuracy: 0.8290
Epoch 33/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4145 - accuracy: 0.8301
Epoch 34/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4140 - accuracy: 0.8310
Epoch 35/500
113/113 [==============================] - 0s 998us/step - loss: 0.4134 - accuracy: 0.8311
Epoch 36/500
113/113 [==============================] - 0s 957us/step - loss: 0.4129 - accuracy: 0.8332
Epoch 37/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4123 - accuracy: 0.8321
Epoch 38/500
113/113 [==============================] - 0s 940us/step - loss: 0.4118 - accuracy: 0.8332
Epoch 39/500
113/113 [==============================] - 0s 963us/step - loss: 0.4112 - accuracy: 0.8336
Epoch 40/500
113/113 [==============================] - 0s 947us/step - loss: 0.4109 - accuracy: 0.8344
Epoch 41/500
113/113 [==============================] - 0s 981us/step - loss: 0.4103 - accuracy: 0.8339
Epoch 42/500
113/113 [==============================] - 0s 937us/step - loss: 0.4099 - accuracy: 0.8347
Epoch 43/500
113/113 [==============================] - 0s 942us/step - loss: 0.4094 - accuracy: 0.8358
Epoch 44/500
113/113 [==============================] - 0s 974us/step - loss: 0.4091 - accuracy: 0.8351
Epoch 45/500
113/113 [==============================] - 0s 951us/step - loss: 0.4086 - accuracy: 0.8356
Epoch 46/500
113/113 [==============================] - 0s 968us/step - loss: 0.4084 - accuracy: 0.8356
Epoch 47/500
113/113 [==============================] - 0s 979us/step - loss: 0.4079 - accuracy: 0.8361
Epoch 48/500
113/113 [==============================] - 0s 896us/step - loss: 0.4075 - accuracy: 0.8364
Epoch 49/500
113/113 [==============================] - 0s 860us/step - loss: 0.4070 - accuracy: 0.8360
Epoch 50/500
113/113 [==============================] - 0s 853us/step - loss: 0.4066 - accuracy: 0.8357
Epoch 51/500
113/113 [==============================] - 0s 891us/step - loss: 0.4062 - accuracy: 0.8374
Epoch 52/500
113/113 [==============================] - 0s 860us/step - loss: 0.4057 - accuracy: 0.8371
Epoch 53/500
113/113 [==============================] - 0s 893us/step - loss: 0.4052 - accuracy: 0.8369
Epoch 54/500
113/113 [==============================] - 0s 862us/step - loss: 0.4048 - accuracy: 0.8364
Epoch 55/500
113/113 [==============================] - 0s 861us/step - loss: 0.4043 - accuracy: 0.8365
Epoch 56/500
113/113 [==============================] - 0s 918us/step - loss: 0.4040 - accuracy: 0.8375
Epoch 57/500
113/113 [==============================] - 0s 973us/step - loss: 0.4036 - accuracy: 0.8374
Epoch 58/500
113/113 [==============================] - 0s 913us/step - loss: 0.4032 - accuracy: 0.8364
Epoch 59/500
113/113 [==============================] - 0s 867us/step - loss: 0.4029 - accuracy: 0.8368
Epoch 60/500
113/113 [==============================] - 0s 881us/step - loss: 0.4026 - accuracy: 0.8368
Epoch 61/500
113/113 [==============================] - 0s 872us/step - loss: 0.4022 - accuracy: 0.8365
Epoch 62/500
113/113 [==============================] - 0s 866us/step - loss: 0.4020 - accuracy: 0.8382
Epoch 63/500
113/113 [==============================] - 0s 933us/step - loss: 0.4017 - accuracy: 0.8374
Epoch 64/500
113/113 [==============================] - 0s 897us/step - loss: 0.4015 - accuracy: 0.8368
Epoch 65/500
113/113 [==============================] - 0s 890us/step - loss: 0.4012 - accuracy: 0.8375
Epoch 66/500
113/113 [==============================] - 0s 946us/step - loss: 0.4010 - accuracy: 0.8374
Epoch 67/500
113/113 [==============================] - 0s 863us/step - loss: 0.4007 - accuracy: 0.8382
Epoch 68/500
113/113 [==============================] - 0s 885us/step - loss: 0.4005 - accuracy: 0.8381
Epoch 69/500
113/113 [==============================] - 0s 858us/step - loss: 0.4006 - accuracy: 0.8378
Epoch 70/500
113/113 [==============================] - 0s 936us/step - loss: 0.4004 - accuracy: 0.8372
Epoch 71/500
113/113 [==============================] - 0s 858us/step - loss: 0.4002 - accuracy: 0.8369
Epoch 72/500
113/113 [==============================] - 0s 869us/step - loss: 0.4000 - accuracy: 0.8378
Epoch 73/500
113/113 [==============================] - 0s 856us/step - loss: 0.3998 - accuracy: 0.8375
Epoch 74/500
113/113 [==============================] - 0s 859us/step - loss: 0.3997 - accuracy: 0.8375
Epoch 75/500
113/113 [==============================] - 0s 888us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 76/500
113/113 [==============================] - 0s 953us/step - loss: 0.3993 - accuracy: 0.8385
Epoch 77/500
113/113 [==============================] - 0s 899us/step - loss: 0.3992 - accuracy: 0.8378
Epoch 78/500
113/113 [==============================] - 0s 908us/step - loss: 0.3988 - accuracy: 0.8376
Epoch 79/500
113/113 [==============================] - 0s 856us/step - loss: 0.3990 - accuracy: 0.8388
Epoch 80/500
113/113 [==============================] - 0s 890us/step - loss: 0.3988 - accuracy: 0.8386
Epoch 81/500
113/113 [==============================] - 0s 859us/step - loss: 0.3985 - accuracy: 0.8385
Epoch 82/500
113/113 [==============================] - 0s 879us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 83/500
113/113 [==============================] - 0s 874us/step - loss: 0.3983 - accuracy: 0.8379
Epoch 84/500
113/113 [==============================] - 0s 856us/step - loss: 0.3982 - accuracy: 0.8385
Epoch 85/500
113/113 [==============================] - 0s 920us/step - loss: 0.3980 - accuracy: 0.8390
Epoch 86/500
113/113 [==============================] - 0s 891us/step - loss: 0.3980 - accuracy: 0.8381
Epoch 87/500
113/113 [==============================] - 0s 894us/step - loss: 0.3978 - accuracy: 0.8388
Epoch 88/500
113/113 [==============================] - 0s 860us/step - loss: 0.3978 - accuracy: 0.8388
Epoch 89/500
113/113 [==============================] - 0s 855us/step - loss: 0.3977 - accuracy: 0.8386
Epoch 90/500
113/113 [==============================] - 0s 928us/step - loss: 0.3975 - accuracy: 0.8381
Epoch 91/500
113/113 [==============================] - 0s 856us/step - loss: 0.3973 - accuracy: 0.8382
Epoch 92/500
113/113 [==============================] - 0s 883us/step - loss: 0.3973 - accuracy: 0.8376
Epoch 93/500
113/113 [==============================] - 0s 855us/step - loss: 0.3972 - accuracy: 0.8386
Epoch 94/500
113/113 [==============================] - 0s 858us/step - loss: 0.3970 - accuracy: 0.8394
Epoch 95/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3970 - accuracy: 0.8381
Epoch 96/500
113/113 [==============================] - 0s 849us/step - loss: 0.3967 - accuracy: 0.8381
Epoch 97/500
113/113 [==============================] - 0s 879us/step - loss: 0.3969 - accuracy: 0.8382
Epoch 98/500
113/113 [==============================] - 0s 860us/step - loss: 0.3967 - accuracy: 0.8386
Epoch 99/500
113/113 [==============================] - 0s 893us/step - loss: 0.3966 - accuracy: 0.8389
Epoch 100/500
113/113 [==============================] - 0s 862us/step - loss: 0.3966 - accuracy: 0.8382
Epoch 101/500
113/113 [==============================] - 0s 853us/step - loss: 0.3964 - accuracy: 0.8392
Epoch 102/500
113/113 [==============================] - 0s 897us/step - loss: 0.3965 - accuracy: 0.8388
Epoch 103/500
113/113 [==============================] - 0s 839us/step - loss: 0.3962 - accuracy: 0.8389
Epoch 104/500
113/113 [==============================] - 0s 888us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 105/500
113/113 [==============================] - 0s 868us/step - loss: 0.3960 - accuracy: 0.8388
Epoch 106/500
113/113 [==============================] - 0s 937us/step - loss: 0.3958 - accuracy: 0.8397
Epoch 107/500
113/113 [==============================] - 0s 890us/step - loss: 0.3953 - accuracy: 0.8382
Epoch 108/500
113/113 [==============================] - 0s 865us/step - loss: 0.3953 - accuracy: 0.8388
Epoch 109/500
113/113 [==============================] - 0s 871us/step - loss: 0.3950 - accuracy: 0.8392
Epoch 110/500
113/113 [==============================] - 0s 870us/step - loss: 0.3949 - accuracy: 0.8389
Epoch 111/500
113/113 [==============================] - 0s 859us/step - loss: 0.3947 - accuracy: 0.8390
Epoch 112/500
113/113 [==============================] - 0s 898us/step - loss: 0.3944 - accuracy: 0.8390
Epoch 113/500
113/113 [==============================] - 0s 858us/step - loss: 0.3941 - accuracy: 0.8390
Epoch 114/500
113/113 [==============================] - 0s 876us/step - loss: 0.3939 - accuracy: 0.8392
Epoch 115/500
113/113 [==============================] - 0s 943us/step - loss: 0.3937 - accuracy: 0.8385
Epoch 116/500
113/113 [==============================] - 0s 870us/step - loss: 0.3933 - accuracy: 0.8383
Epoch 117/500
113/113 [==============================] - 0s 904us/step - loss: 0.3929 - accuracy: 0.8396
Epoch 118/500
113/113 [==============================] - 0s 854us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 119/500
113/113 [==============================] - 0s 882us/step - loss: 0.3924 - accuracy: 0.8396
Epoch 120/500
113/113 [==============================] - 0s 879us/step - loss: 0.3922 - accuracy: 0.8389
Epoch 121/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3919 - accuracy: 0.8385
Epoch 122/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3916 - accuracy: 0.8397
Epoch 123/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3913 - accuracy: 0.8393
Epoch 124/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3911 - accuracy: 0.8397
Epoch 125/500
113/113 [==============================] - 0s 872us/step - loss: 0.3904 - accuracy: 0.8403
Epoch 126/500
113/113 [==============================] - 0s 881us/step - loss: 0.3908 - accuracy: 0.8392
Epoch 127/500
113/113 [==============================] - 0s 981us/step - loss: 0.3905 - accuracy: 0.8393
Epoch 128/500
113/113 [==============================] - 0s 859us/step - loss: 0.3901 - accuracy: 0.8401
Epoch 129/500
113/113 [==============================] - 0s 963us/step - loss: 0.3900 - accuracy: 0.8390
Epoch 130/500
113/113 [==============================] - 0s 853us/step - loss: 0.3899 - accuracy: 0.8390
Epoch 131/500
113/113 [==============================] - 0s 926us/step - loss: 0.3897 - accuracy: 0.8396
Epoch 132/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3895 - accuracy: 0.8399
Epoch 133/500
113/113 [==============================] - 0s 861us/step - loss: 0.3895 - accuracy: 0.8397
Epoch 134/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3891 - accuracy: 0.8396
Epoch 135/500
113/113 [==============================] - 0s 893us/step - loss: 0.3889 - accuracy: 0.8406
Epoch 136/500
113/113 [==============================] - 0s 877us/step - loss: 0.3888 - accuracy: 0.8389
Epoch 137/500
113/113 [==============================] - 0s 881us/step - loss: 0.3889 - accuracy: 0.8403
Epoch 138/500
113/113 [==============================] - 0s 847us/step - loss: 0.3887 - accuracy: 0.8393
Epoch 139/500
113/113 [==============================] - 0s 914us/step - loss: 0.3886 - accuracy: 0.8399
Epoch 140/500
113/113 [==============================] - 0s 848us/step - loss: 0.3883 - accuracy: 0.8394
Epoch 141/500
113/113 [==============================] - 0s 933us/step - loss: 0.3882 - accuracy: 0.8411
Epoch 142/500
113/113 [==============================] - 0s 938us/step - loss: 0.3880 - accuracy: 0.8411
Epoch 143/500
113/113 [==============================] - 0s 857us/step - loss: 0.3881 - accuracy: 0.8403
Epoch 144/500
113/113 [==============================] - 0s 881us/step - loss: 0.3880 - accuracy: 0.8411
Epoch 145/500
113/113 [==============================] - 0s 867us/step - loss: 0.3878 - accuracy: 0.8407
Epoch 146/500
113/113 [==============================] - 0s 912us/step - loss: 0.3878 - accuracy: 0.8399
Epoch 147/500
113/113 [==============================] - 0s 855us/step - loss: 0.3875 - accuracy: 0.8413
Epoch 148/500
113/113 [==============================] - 0s 849us/step - loss: 0.3875 - accuracy: 0.8417
Epoch 149/500
113/113 [==============================] - 0s 887us/step - loss: 0.3876 - accuracy: 0.8397
Epoch 150/500
113/113 [==============================] - 0s 853us/step - loss: 0.3874 - accuracy: 0.8400
Epoch 151/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3871 - accuracy: 0.8403
Epoch 152/500
113/113 [==============================] - 0s 858us/step - loss: 0.3871 - accuracy: 0.8407
Epoch 153/500
113/113 [==============================] - 0s 878us/step - loss: 0.3871 - accuracy: 0.8396
Epoch 154/500
113/113 [==============================] - 0s 879us/step - loss: 0.3869 - accuracy: 0.8407
Epoch 155/500
113/113 [==============================] - 0s 859us/step - loss: 0.3869 - accuracy: 0.8396
Epoch 156/500
113/113 [==============================] - 0s 919us/step - loss: 0.3870 - accuracy: 0.8417
Epoch 157/500
113/113 [==============================] - 0s 850us/step - loss: 0.3867 - accuracy: 0.8413
Epoch 158/500
113/113 [==============================] - 0s 943us/step - loss: 0.3867 - accuracy: 0.8406
Epoch 159/500
113/113 [==============================] - 0s 874us/step - loss: 0.3867 - accuracy: 0.8396
Epoch 160/500
113/113 [==============================] - 0s 852us/step - loss: 0.3866 - accuracy: 0.8406
Epoch 161/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3867 - accuracy: 0.8404
Epoch 162/500
113/113 [==============================] - 0s 852us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 163/500
113/113 [==============================] - 0s 909us/step - loss: 0.3865 - accuracy: 0.8403
Epoch 164/500
113/113 [==============================] - 0s 855us/step - loss: 0.3863 - accuracy: 0.8406
Epoch 165/500
113/113 [==============================] - 0s 855us/step - loss: 0.3865 - accuracy: 0.8414
Epoch 166/500
113/113 [==============================] - 0s 899us/step - loss: 0.3865 - accuracy: 0.8419
Epoch 167/500
113/113 [==============================] - 0s 851us/step - loss: 0.3865 - accuracy: 0.8408
Epoch 168/500
113/113 [==============================] - 0s 880us/step - loss: 0.3863 - accuracy: 0.8422
Epoch 169/500
113/113 [==============================] - 0s 856us/step - loss: 0.3863 - accuracy: 0.8401
Epoch 170/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3862 - accuracy: 0.8424
Epoch 171/500
113/113 [==============================] - 0s 877us/step - loss: 0.3858 - accuracy: 0.8401
Epoch 172/500
113/113 [==============================] - 0s 847us/step - loss: 0.3862 - accuracy: 0.8406
Epoch 173/500
113/113 [==============================] - 0s 968us/step - loss: 0.3863 - accuracy: 0.8393
Epoch 174/500
113/113 [==============================] - 0s 845us/step - loss: 0.3861 - accuracy: 0.8401
Epoch 175/500
113/113 [==============================] - 0s 875us/step - loss: 0.3863 - accuracy: 0.8415
Epoch 176/500
113/113 [==============================] - 0s 869us/step - loss: 0.3863 - accuracy: 0.8394
Epoch 177/500
113/113 [==============================] - 0s 859us/step - loss: 0.3861 - accuracy: 0.8411
Epoch 178/500
113/113 [==============================] - 0s 885us/step - loss: 0.3861 - accuracy: 0.8401
Epoch 179/500
113/113 [==============================] - 0s 866us/step - loss: 0.3857 - accuracy: 0.8418
Epoch 180/500
113/113 [==============================] - 0s 895us/step - loss: 0.3863 - accuracy: 0.8410
Epoch 181/500
113/113 [==============================] - 0s 916us/step - loss: 0.3861 - accuracy: 0.8401
Epoch 182/500
113/113 [==============================] - 0s 873us/step - loss: 0.3859 - accuracy: 0.8406
Epoch 183/500
113/113 [==============================] - 0s 877us/step - loss: 0.3860 - accuracy: 0.8406
Epoch 184/500
113/113 [==============================] - 0s 857us/step - loss: 0.3859 - accuracy: 0.8411
Epoch 185/500
113/113 [==============================] - 0s 904us/step - loss: 0.3861 - accuracy: 0.8399
Epoch 186/500
113/113 [==============================] - 0s 867us/step - loss: 0.3860 - accuracy: 0.8415
Epoch 187/500
113/113 [==============================] - 0s 879us/step - loss: 0.3860 - accuracy: 0.8399
Epoch 188/500
113/113 [==============================] - 0s 861us/step - loss: 0.3861 - accuracy: 0.8404
Epoch 189/500
113/113 [==============================] - 0s 878us/step - loss: 0.3856 - accuracy: 0.8408
Epoch 190/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3861 - accuracy: 0.8399
Epoch 191/500
113/113 [==============================] - 0s 882us/step - loss: 0.3858 - accuracy: 0.8404
Epoch 192/500
113/113 [==============================] - 0s 880us/step - loss: 0.3858 - accuracy: 0.8400
Epoch 193/500
113/113 [==============================] - 0s 864us/step - loss: 0.3858 - accuracy: 0.8399
Epoch 194/500
113/113 [==============================] - 0s 851us/step - loss: 0.3859 - accuracy: 0.8413
Epoch 195/500
113/113 [==============================] - 0s 903us/step - loss: 0.3859 - accuracy: 0.8390
Epoch 196/500
113/113 [==============================] - 0s 874us/step - loss: 0.3861 - accuracy: 0.8394
Epoch 197/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3855 - accuracy: 0.8408
Epoch 198/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8404
Epoch 199/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3860 - accuracy: 0.8408
Epoch 200/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3858 - accuracy: 0.8400
Epoch 201/500
113/113 [==============================] - 0s 882us/step - loss: 0.3858 - accuracy: 0.8408
Epoch 202/500
113/113 [==============================] - 0s 942us/step - loss: 0.3859 - accuracy: 0.8397
Epoch 203/500
113/113 [==============================] - 0s 829us/step - loss: 0.3857 - accuracy: 0.8425
Epoch 204/500
113/113 [==============================] - 0s 884us/step - loss: 0.3859 - accuracy: 0.8413
Epoch 205/500
113/113 [==============================] - 0s 988us/step - loss: 0.3858 - accuracy: 0.8400
Epoch 206/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3857 - accuracy: 0.8403
Epoch 207/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3858 - accuracy: 0.8407
Epoch 208/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3859 - accuracy: 0.8407
Epoch 209/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3857 - accuracy: 0.8407: 0s - loss: 0.3752 - accuracy: 0.
Epoch 210/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3857 - accuracy: 0.8413
Epoch 211/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3860 - accuracy: 0.8403
Epoch 212/500
113/113 [==============================] - 0s 935us/step - loss: 0.3857 - accuracy: 0.8401
Epoch 213/500
113/113 [==============================] - 0s 958us/step - loss: 0.3859 - accuracy: 0.8403
Epoch 214/500
113/113 [==============================] - 0s 955us/step - loss: 0.3857 - accuracy: 0.8408
Epoch 215/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3856 - accuracy: 0.8401
Epoch 216/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3856 - accuracy: 0.8411
Epoch 217/500
113/113 [==============================] - 0s 913us/step - loss: 0.3857 - accuracy: 0.8404
Epoch 218/500
113/113 [==============================] - 0s 912us/step - loss: 0.3853 - accuracy: 0.8414
Epoch 219/500
113/113 [==============================] - 0s 993us/step - loss: 0.3859 - accuracy: 0.8400
Epoch 220/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3858 - accuracy: 0.8399
Epoch 221/500
113/113 [==============================] - 0s 924us/step - loss: 0.3858 - accuracy: 0.8401
Epoch 222/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3856 - accuracy: 0.8397
Epoch 223/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3857 - accuracy: 0.8414
Epoch 224/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3858 - accuracy: 0.8401
Epoch 225/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3856 - accuracy: 0.8414
Epoch 226/500
113/113 [==============================] - 0s 858us/step - loss: 0.3854 - accuracy: 0.8411
Epoch 227/500
113/113 [==============================] - 0s 889us/step - loss: 0.3858 - accuracy: 0.8399
Epoch 228/500
113/113 [==============================] - 0s 975us/step - loss: 0.3858 - accuracy: 0.8406
Epoch 229/500
113/113 [==============================] - 0s 841us/step - loss: 0.3856 - accuracy: 0.8404
Epoch 230/500
113/113 [==============================] - 0s 896us/step - loss: 0.3856 - accuracy: 0.8399
Epoch 231/500
113/113 [==============================] - 0s 955us/step - loss: 0.3855 - accuracy: 0.8403
Epoch 232/500
113/113 [==============================] - 0s 923us/step - loss: 0.3855 - accuracy: 0.8414
Epoch 233/500
113/113 [==============================] - 0s 940us/step - loss: 0.3855 - accuracy: 0.8408
Epoch 234/500
113/113 [==============================] - 0s 900us/step - loss: 0.3855 - accuracy: 0.8403
Epoch 235/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3854 - accuracy: 0.8406
Epoch 236/500
113/113 [==============================] - 0s 975us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 237/500
113/113 [==============================] - 0s 948us/step - loss: 0.3856 - accuracy: 0.8413
Epoch 238/500
113/113 [==============================] - 0s 984us/step - loss: 0.3854 - accuracy: 0.8404
Epoch 239/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3851 - accuracy: 0.8396
Epoch 240/500
113/113 [==============================] - 0s 885us/step - loss: 0.3855 - accuracy: 0.8400
Epoch 241/500
113/113 [==============================] - 0s 862us/step - loss: 0.3855 - accuracy: 0.8400
Epoch 242/500
113/113 [==============================] - 0s 894us/step - loss: 0.3854 - accuracy: 0.8403
Epoch 243/500
113/113 [==============================] - 0s 848us/step - loss: 0.3855 - accuracy: 0.8413
Epoch 244/500
113/113 [==============================] - 0s 916us/step - loss: 0.3854 - accuracy: 0.8401
Epoch 245/500
113/113 [==============================] - 0s 877us/step - loss: 0.3855 - accuracy: 0.8403
Epoch 246/500
113/113 [==============================] - 0s 991us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 247/500
113/113 [==============================] - 0s 932us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 248/500
113/113 [==============================] - 0s 989us/step - loss: 0.3855 - accuracy: 0.8407
Epoch 249/500
113/113 [==============================] - 0s 951us/step - loss: 0.3848 - accuracy: 0.8413
Epoch 250/500
113/113 [==============================] - 0s 976us/step - loss: 0.3851 - accuracy: 0.8415
Epoch 251/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3854 - accuracy: 0.8404
Epoch 252/500
113/113 [==============================] - 0s 953us/step - loss: 0.3851 - accuracy: 0.8413
Epoch 253/500
113/113 [==============================] - 0s 974us/step - loss: 0.3855 - accuracy: 0.8390
Epoch 254/500
113/113 [==============================] - 0s 987us/step - loss: 0.3847 - accuracy: 0.8400
Epoch 255/500
113/113 [==============================] - 0s 985us/step - loss: 0.3854 - accuracy: 0.8400
Epoch 256/500
113/113 [==============================] - 0s 942us/step - loss: 0.3852 - accuracy: 0.8406
Epoch 257/500
113/113 [==============================] - 0s 940us/step - loss: 0.3853 - accuracy: 0.8400
Epoch 258/500
113/113 [==============================] - 0s 855us/step - loss: 0.3853 - accuracy: 0.8397
Epoch 259/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3853 - accuracy: 0.8403
Epoch 260/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3853 - accuracy: 0.8390
Epoch 261/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3853 - accuracy: 0.8408
Epoch 262/500
113/113 [==============================] - 0s 876us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 263/500
113/113 [==============================] - 0s 913us/step - loss: 0.3851 - accuracy: 0.8410
Epoch 264/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3853 - accuracy: 0.8406
Epoch 265/500
113/113 [==============================] - 0s 905us/step - loss: 0.3852 - accuracy: 0.8400
Epoch 266/500
113/113 [==============================] - 0s 877us/step - loss: 0.3855 - accuracy: 0.8389
Epoch 267/500
113/113 [==============================] - 0s 867us/step - loss: 0.3853 - accuracy: 0.8396
Epoch 268/500
113/113 [==============================] - 0s 923us/step - loss: 0.3854 - accuracy: 0.8393
Epoch 269/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3851 - accuracy: 0.8417
Epoch 270/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3852 - accuracy: 0.8414
Epoch 271/500
113/113 [==============================] - 0s 882us/step - loss: 0.3850 - accuracy: 0.8410
Epoch 272/500
113/113 [==============================] - 0s 902us/step - loss: 0.3853 - accuracy: 0.8394
Epoch 273/500
113/113 [==============================] - 0s 869us/step - loss: 0.3854 - accuracy: 0.8389
Epoch 274/500
113/113 [==============================] - 0s 854us/step - loss: 0.3851 - accuracy: 0.8392
Epoch 275/500
113/113 [==============================] - 0s 948us/step - loss: 0.3853 - accuracy: 0.8407
Epoch 276/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3851 - accuracy: 0.8407
Epoch 277/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3854 - accuracy: 0.8404
Epoch 278/500
113/113 [==============================] - 0s 916us/step - loss: 0.3851 - accuracy: 0.8403
Epoch 279/500
113/113 [==============================] - 0s 851us/step - loss: 0.3851 - accuracy: 0.8411
Epoch 280/500
113/113 [==============================] - 0s 917us/step - loss: 0.3853 - accuracy: 0.8410
Epoch 281/500
113/113 [==============================] - 0s 853us/step - loss: 0.3852 - accuracy: 0.8407
Epoch 282/500
113/113 [==============================] - 0s 860us/step - loss: 0.3851 - accuracy: 0.8406
Epoch 283/500
113/113 [==============================] - 0s 944us/step - loss: 0.3853 - accuracy: 0.8401
Epoch 284/500
113/113 [==============================] - 0s 939us/step - loss: 0.3849 - accuracy: 0.8397
Epoch 285/500
113/113 [==============================] - 0s 925us/step - loss: 0.3850 - accuracy: 0.8401
Epoch 286/500
113/113 [==============================] - 0s 850us/step - loss: 0.3853 - accuracy: 0.8392
Epoch 287/500
113/113 [==============================] - 0s 858us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 288/500
113/113 [==============================] - 0s 889us/step - loss: 0.3851 - accuracy: 0.8404
Epoch 289/500
113/113 [==============================] - 0s 865us/step - loss: 0.3852 - accuracy: 0.8401
Epoch 290/500
113/113 [==============================] - 0s 957us/step - loss: 0.3849 - accuracy: 0.8408
Epoch 291/500
113/113 [==============================] - 0s 948us/step - loss: 0.3850 - accuracy: 0.8401
Epoch 292/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3852 - accuracy: 0.8397
Epoch 293/500
113/113 [==============================] - 0s 961us/step - loss: 0.3851 - accuracy: 0.8397
Epoch 294/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8400
Epoch 295/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3851 - accuracy: 0.8397
Epoch 296/500
113/113 [==============================] - 0s 950us/step - loss: 0.3849 - accuracy: 0.8396
Epoch 297/500
113/113 [==============================] - 0s 970us/step - loss: 0.3852 - accuracy: 0.8404
Epoch 298/500
113/113 [==============================] - 0s 965us/step - loss: 0.3850 - accuracy: 0.8410
Epoch 299/500
113/113 [==============================] - 0s 987us/step - loss: 0.3851 - accuracy: 0.8401
Epoch 300/500
113/113 [==============================] - 0s 931us/step - loss: 0.3850 - accuracy: 0.8392
Epoch 301/500
113/113 [==============================] - 0s 899us/step - loss: 0.3851 - accuracy: 0.8403
Epoch 302/500
113/113 [==============================] - 0s 868us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 303/500
113/113 [==============================] - 0s 909us/step - loss: 0.3850 - accuracy: 0.8399
Epoch 304/500
113/113 [==============================] - 0s 903us/step - loss: 0.3851 - accuracy: 0.8404
Epoch 305/500
113/113 [==============================] - 0s 854us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 306/500
113/113 [==============================] - 0s 874us/step - loss: 0.3851 - accuracy: 0.8418
Epoch 307/500
113/113 [==============================] - 0s 858us/step - loss: 0.3848 - accuracy: 0.8394
Epoch 308/500
113/113 [==============================] - 0s 889us/step - loss: 0.3851 - accuracy: 0.8399
Epoch 309/500
113/113 [==============================] - 0s 890us/step - loss: 0.3849 - accuracy: 0.8393
Epoch 310/500
113/113 [==============================] - 0s 898us/step - loss: 0.3852 - accuracy: 0.8404
Epoch 311/500
113/113 [==============================] - 0s 914us/step - loss: 0.3852 - accuracy: 0.8394
Epoch 312/500
113/113 [==============================] - 0s 858us/step - loss: 0.3852 - accuracy: 0.8419
Epoch 313/500
113/113 [==============================] - 0s 909us/step - loss: 0.3849 - accuracy: 0.8406
Epoch 314/500
113/113 [==============================] - 0s 860us/step - loss: 0.3852 - accuracy: 0.8403
Epoch 315/500
113/113 [==============================] - 0s 854us/step - loss: 0.3848 - accuracy: 0.8417
Epoch 316/500
113/113 [==============================] - 0s 900us/step - loss: 0.3850 - accuracy: 0.8392
Epoch 317/500
113/113 [==============================] - 0s 847us/step - loss: 0.3852 - accuracy: 0.8408
Epoch 318/500
113/113 [==============================] - 0s 913us/step - loss: 0.3848 - accuracy: 0.8404
Epoch 319/500
113/113 [==============================] - 0s 847us/step - loss: 0.3847 - accuracy: 0.8401
Epoch 320/500
113/113 [==============================] - 0s 851us/step - loss: 0.3849 - accuracy: 0.8392
Epoch 321/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3848 - accuracy: 0.8389
Epoch 322/500
113/113 [==============================] - 0s 852us/step - loss: 0.3847 - accuracy: 0.8400
Epoch 323/500
113/113 [==============================] - 0s 900us/step - loss: 0.3851 - accuracy: 0.8394
Epoch 324/500
113/113 [==============================] - 0s 857us/step - loss: 0.3851 - accuracy: 0.8401
Epoch 325/500
113/113 [==============================] - 0s 851us/step - loss: 0.3850 - accuracy: 0.8388
Epoch 326/500
113/113 [==============================] - 0s 891us/step - loss: 0.3851 - accuracy: 0.8390
Epoch 327/500
113/113 [==============================] - 0s 856us/step - loss: 0.3849 - accuracy: 0.8397
Epoch 328/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8399
Epoch 329/500
113/113 [==============================] - 0s 848us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 330/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3849 - accuracy: 0.8403
Epoch 331/500
113/113 [==============================] - 0s 872us/step - loss: 0.3849 - accuracy: 0.8411
Epoch 332/500
113/113 [==============================] - 0s 916us/step - loss: 0.3850 - accuracy: 0.8400
Epoch 333/500
113/113 [==============================] - 0s 863us/step - loss: 0.3851 - accuracy: 0.8400
Epoch 334/500
113/113 [==============================] - 0s 858us/step - loss: 0.3851 - accuracy: 0.8389
Epoch 335/500
113/113 [==============================] - 0s 888us/step - loss: 0.3849 - accuracy: 0.8399
Epoch 336/500
113/113 [==============================] - 0s 848us/step - loss: 0.3849 - accuracy: 0.8388
Epoch 337/500
113/113 [==============================] - 0s 972us/step - loss: 0.3850 - accuracy: 0.8392
Epoch 338/500
113/113 [==============================] - 0s 850us/step - loss: 0.3850 - accuracy: 0.8390
Epoch 339/500
113/113 [==============================] - 0s 852us/step - loss: 0.3848 - accuracy: 0.8379
Epoch 340/500
113/113 [==============================] - 0s 934us/step - loss: 0.3853 - accuracy: 0.8390
Epoch 341/500
113/113 [==============================] - 0s 856us/step - loss: 0.3850 - accuracy: 0.8390
Epoch 342/500
113/113 [==============================] - 0s 881us/step - loss: 0.3848 - accuracy: 0.8410
Epoch 343/500
113/113 [==============================] - 0s 872us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 344/500
113/113 [==============================] - 0s 855us/step - loss: 0.3850 - accuracy: 0.8400
Epoch 345/500
113/113 [==============================] - 0s 883us/step - loss: 0.3848 - accuracy: 0.8410
Epoch 346/500
113/113 [==============================] - 0s 861us/step - loss: 0.3850 - accuracy: 0.8400
Epoch 347/500
113/113 [==============================] - 0s 901us/step - loss: 0.3849 - accuracy: 0.8388
Epoch 348/500
113/113 [==============================] - 0s 865us/step - loss: 0.3845 - accuracy: 0.8403
Epoch 349/500
113/113 [==============================] - 0s 846us/step - loss: 0.3849 - accuracy: 0.8419
Epoch 350/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3851 - accuracy: 0.8401
Epoch 351/500
113/113 [==============================] - 0s 860us/step - loss: 0.3848 - accuracy: 0.8410
Epoch 352/500
113/113 [==============================] - 0s 951us/step - loss: 0.3848 - accuracy: 0.8396
Epoch 353/500
113/113 [==============================] - 0s 847us/step - loss: 0.3849 - accuracy: 0.8394
Epoch 354/500
113/113 [==============================] - 0s 852us/step - loss: 0.3847 - accuracy: 0.8392
Epoch 355/500
113/113 [==============================] - 0s 851us/step - loss: 0.3847 - accuracy: 0.8382
Epoch 356/500
113/113 [==============================] - 0s 850us/step - loss: 0.3848 - accuracy: 0.8403
Epoch 357/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8390
Epoch 358/500
113/113 [==============================] - 0s 854us/step - loss: 0.3849 - accuracy: 0.8390
Epoch 359/500
113/113 [==============================] - 0s 959us/step - loss: 0.3849 - accuracy: 0.8401
Epoch 360/500
113/113 [==============================] - 0s 901us/step - loss: 0.3848 - accuracy: 0.8385
Epoch 361/500
113/113 [==============================] - 0s 859us/step - loss: 0.3846 - accuracy: 0.8392
Epoch 362/500
113/113 [==============================] - 0s 958us/step - loss: 0.3848 - accuracy: 0.8400
Epoch 363/500
113/113 [==============================] - 0s 853us/step - loss: 0.3847 - accuracy: 0.8389
Epoch 364/500
113/113 [==============================] - 0s 876us/step - loss: 0.3849 - accuracy: 0.8414
Epoch 365/500
113/113 [==============================] - 0s 899us/step - loss: 0.3846 - accuracy: 0.8386
Epoch 366/500
113/113 [==============================] - 0s 855us/step - loss: 0.3840 - accuracy: 0.8414
Epoch 367/500
113/113 [==============================] - 0s 896us/step - loss: 0.3848 - accuracy: 0.8396
Epoch 368/500
113/113 [==============================] - 0s 976us/step - loss: 0.3844 - accuracy: 0.8392
Epoch 369/500
113/113 [==============================] - 0s 900us/step - loss: 0.3850 - accuracy: 0.8408
Epoch 370/500
113/113 [==============================] - 0s 862us/step - loss: 0.3847 - accuracy: 0.8393
Epoch 371/500
113/113 [==============================] - 0s 856us/step - loss: 0.3847 - accuracy: 0.8393
Epoch 372/500
113/113 [==============================] - 0s 904us/step - loss: 0.3847 - accuracy: 0.8396
Epoch 373/500
113/113 [==============================] - 0s 850us/step - loss: 0.3849 - accuracy: 0.8390
Epoch 374/500
113/113 [==============================] - 0s 876us/step - loss: 0.3845 - accuracy: 0.8399
Epoch 375/500
113/113 [==============================] - 0s 861us/step - loss: 0.3847 - accuracy: 0.8404
Epoch 376/500
113/113 [==============================] - 0s 883us/step - loss: 0.3846 - accuracy: 0.8401
Epoch 377/500
113/113 [==============================] - 0s 910us/step - loss: 0.3847 - accuracy: 0.8386
Epoch 378/500
113/113 [==============================] - 0s 888us/step - loss: 0.3844 - accuracy: 0.8421
Epoch 379/500
113/113 [==============================] - 0s 875us/step - loss: 0.3846 - accuracy: 0.8385
Epoch 380/500
113/113 [==============================] - 0s 854us/step - loss: 0.3846 - accuracy: 0.8399
Epoch 381/500
113/113 [==============================] - 0s 918us/step - loss: 0.3848 - accuracy: 0.8392
Epoch 382/500
113/113 [==============================] - 0s 921us/step - loss: 0.3848 - accuracy: 0.8397
Epoch 383/500
113/113 [==============================] - 0s 875us/step - loss: 0.3846 - accuracy: 0.8393
Epoch 384/500
113/113 [==============================] - 0s 882us/step - loss: 0.3847 - accuracy: 0.8396
Epoch 385/500
113/113 [==============================] - 0s 847us/step - loss: 0.3846 - accuracy: 0.8392
Epoch 386/500
113/113 [==============================] - 0s 909us/step - loss: 0.3845 - accuracy: 0.8385
Epoch 387/500
113/113 [==============================] - 0s 848us/step - loss: 0.3845 - accuracy: 0.8403
Epoch 388/500
113/113 [==============================] - 0s 934us/step - loss: 0.3841 - accuracy: 0.8415
Epoch 389/500
113/113 [==============================] - 0s 887us/step - loss: 0.3846 - accuracy: 0.8397
Epoch 390/500
113/113 [==============================] - 0s 867us/step - loss: 0.3843 - accuracy: 0.8408
Epoch 391/500
113/113 [==============================] - 0s 949us/step - loss: 0.3846 - accuracy: 0.8404
Epoch 392/500
113/113 [==============================] - 0s 851us/step - loss: 0.3844 - accuracy: 0.8392
Epoch 393/500
113/113 [==============================] - 0s 846us/step - loss: 0.3844 - accuracy: 0.8392
Epoch 394/500
113/113 [==============================] - 0s 870us/step - loss: 0.3841 - accuracy: 0.8404
Epoch 395/500
113/113 [==============================] - 0s 872us/step - loss: 0.3846 - accuracy: 0.8386
Epoch 396/500
113/113 [==============================] - 0s 917us/step - loss: 0.3843 - accuracy: 0.8408
Epoch 397/500
113/113 [==============================] - 0s 846us/step - loss: 0.3846 - accuracy: 0.8399
Epoch 398/500
113/113 [==============================] - 0s 978us/step - loss: 0.3845 - accuracy: 0.8386
Epoch 399/500
113/113 [==============================] - 0s 856us/step - loss: 0.3843 - accuracy: 0.8399
Epoch 400/500
113/113 [==============================] - 0s 856us/step - loss: 0.3844 - accuracy: 0.8392
Epoch 401/500
113/113 [==============================] - 0s 909us/step - loss: 0.3842 - accuracy: 0.8385
Epoch 402/500
113/113 [==============================] - 0s 853us/step - loss: 0.3840 - accuracy: 0.8385
Epoch 403/500
113/113 [==============================] - 0s 879us/step - loss: 0.3840 - accuracy: 0.8397
Epoch 404/500
113/113 [==============================] - 0s 851us/step - loss: 0.3842 - accuracy: 0.8396
Epoch 405/500
113/113 [==============================] - 0s 871us/step - loss: 0.3844 - accuracy: 0.8399
Epoch 406/500
113/113 [==============================] - 0s 908us/step - loss: 0.3843 - accuracy: 0.8393
Epoch 407/500
113/113 [==============================] - 0s 946us/step - loss: 0.3845 - accuracy: 0.8385
Epoch 408/500
113/113 [==============================] - 0s 888us/step - loss: 0.3843 - accuracy: 0.8393
Epoch 409/500
113/113 [==============================] - 0s 904us/step - loss: 0.3844 - accuracy: 0.8400
Epoch 410/500
113/113 [==============================] - 0s 846us/step - loss: 0.3841 - accuracy: 0.8372
Epoch 411/500
113/113 [==============================] - 0s 917us/step - loss: 0.3836 - accuracy: 0.8406
Epoch 412/500
113/113 [==============================] - 0s 849us/step - loss: 0.3844 - accuracy: 0.8397
Epoch 413/500
113/113 [==============================] - 0s 880us/step - loss: 0.3842 - accuracy: 0.8400
Epoch 414/500
113/113 [==============================] - 0s 869us/step - loss: 0.3842 - accuracy: 0.8403
Epoch 415/500
113/113 [==============================] - 0s 863us/step - loss: 0.3842 - accuracy: 0.8410
Epoch 416/500
113/113 [==============================] - 0s 928us/step - loss: 0.3844 - accuracy: 0.8397
Epoch 417/500
113/113 [==============================] - 0s 852us/step - loss: 0.3839 - accuracy: 0.8396
Epoch 418/500
113/113 [==============================] - 0s 985us/step - loss: 0.3837 - accuracy: 0.8389
Epoch 419/500
113/113 [==============================] - 0s 853us/step - loss: 0.3841 - accuracy: 0.8404
Epoch 420/500
113/113 [==============================] - 0s 892us/step - loss: 0.3840 - accuracy: 0.8392
Epoch 421/500
113/113 [==============================] - 0s 873us/step - loss: 0.3836 - accuracy: 0.8397
Epoch 422/500
113/113 [==============================] - 0s 853us/step - loss: 0.3839 - accuracy: 0.8407
Epoch 423/500
113/113 [==============================] - 0s 887us/step - loss: 0.3841 - accuracy: 0.8390
Epoch 424/500
113/113 [==============================] - 0s 863us/step - loss: 0.3841 - accuracy: 0.8394
Epoch 425/500
113/113 [==============================] - 0s 873us/step - loss: 0.3839 - accuracy: 0.8388
Epoch 426/500
113/113 [==============================] - 0s 931us/step - loss: 0.3840 - accuracy: 0.8399
Epoch 427/500
113/113 [==============================] - 0s 850us/step - loss: 0.3841 - accuracy: 0.8393
Epoch 428/500
113/113 [==============================] - 0s 879us/step - loss: 0.3840 - accuracy: 0.8404
Epoch 429/500
113/113 [==============================] - 0s 853us/step - loss: 0.3838 - accuracy: 0.8392
Epoch 430/500
113/113 [==============================] - 0s 899us/step - loss: 0.3841 - accuracy: 0.8399
Epoch 431/500
113/113 [==============================] - 0s 873us/step - loss: 0.3840 - accuracy: 0.8404
Epoch 432/500
113/113 [==============================] - 0s 850us/step - loss: 0.3840 - accuracy: 0.8393
Epoch 433/500
113/113 [==============================] - 0s 890us/step - loss: 0.3836 - accuracy: 0.8392
Epoch 434/500
113/113 [==============================] - 0s 895us/step - loss: 0.3840 - accuracy: 0.8376
Epoch 435/500
113/113 [==============================] - 0s 860us/step - loss: 0.3839 - accuracy: 0.8396
Epoch 436/500
113/113 [==============================] - 0s 860us/step - loss: 0.3838 - accuracy: 0.8404
Epoch 437/500
113/113 [==============================] - 0s 863us/step - loss: 0.3840 - accuracy: 0.8394
Epoch 438/500
113/113 [==============================] - 0s 978us/step - loss: 0.3837 - accuracy: 0.8396
Epoch 439/500
113/113 [==============================] - 0s 854us/step - loss: 0.3842 - accuracy: 0.8403
Epoch 440/500
113/113 [==============================] - 0s 892us/step - loss: 0.3836 - accuracy: 0.8389
Epoch 441/500
113/113 [==============================] - 0s 913us/step - loss: 0.3839 - accuracy: 0.8383
Epoch 442/500
113/113 [==============================] - 0s 871us/step - loss: 0.3838 - accuracy: 0.8397
Epoch 443/500
113/113 [==============================] - 0s 856us/step - loss: 0.3838 - accuracy: 0.8404
Epoch 444/500
113/113 [==============================] - 0s 866us/step - loss: 0.3837 - accuracy: 0.8394
Epoch 445/500
113/113 [==============================] - 0s 886us/step - loss: 0.3840 - accuracy: 0.8396
Epoch 446/500
113/113 [==============================] - 0s 962us/step - loss: 0.3838 - accuracy: 0.8401
Epoch 447/500
113/113 [==============================] - 0s 879us/step - loss: 0.3840 - accuracy: 0.8392
Epoch 448/500
113/113 [==============================] - 0s 859us/step - loss: 0.3839 - accuracy: 0.8396
Epoch 449/500
113/113 [==============================] - 0s 920us/step - loss: 0.3836 - accuracy: 0.8392
Epoch 450/500
113/113 [==============================] - 0s 874us/step - loss: 0.3837 - accuracy: 0.8399
Epoch 451/500
113/113 [==============================] - 0s 865us/step - loss: 0.3837 - accuracy: 0.8393
Epoch 452/500
113/113 [==============================] - 0s 886us/step - loss: 0.3835 - accuracy: 0.8404
Epoch 453/500
113/113 [==============================] - 0s 851us/step - loss: 0.3839 - accuracy: 0.8388
Epoch 454/500
113/113 [==============================] - 0s 864us/step - loss: 0.3837 - accuracy: 0.8393
Epoch 455/500
113/113 [==============================] - 0s 883us/step - loss: 0.3837 - accuracy: 0.8406
Epoch 456/500
113/113 [==============================] - 0s 912us/step - loss: 0.3837 - accuracy: 0.8393
Epoch 457/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3835 - accuracy: 0.8396
Epoch 458/500
113/113 [==============================] - 0s 859us/step - loss: 0.3839 - accuracy: 0.8401
Epoch 459/500
113/113 [==============================] - 0s 862us/step - loss: 0.3838 - accuracy: 0.8381
Epoch 460/500
113/113 [==============================] - 0s 868us/step - loss: 0.3835 - accuracy: 0.8401
Epoch 461/500
113/113 [==============================] - 0s 876us/step - loss: 0.3839 - accuracy: 0.8388
Epoch 462/500
113/113 [==============================] - 0s 878us/step - loss: 0.3836 - accuracy: 0.8388
Epoch 463/500
113/113 [==============================] - 0s 851us/step - loss: 0.3838 - accuracy: 0.8400
Epoch 464/500
113/113 [==============================] - 0s 874us/step - loss: 0.3838 - accuracy: 0.8394
Epoch 465/500
113/113 [==============================] - 0s 872us/step - loss: 0.3836 - accuracy: 0.8390
Epoch 466/500
113/113 [==============================] - 0s 939us/step - loss: 0.3833 - accuracy: 0.8400
Epoch 467/500
113/113 [==============================] - 0s 853us/step - loss: 0.3836 - accuracy: 0.8403
Epoch 468/500
113/113 [==============================] - 0s 854us/step - loss: 0.3837 - accuracy: 0.8400
Epoch 469/500
113/113 [==============================] - 0s 869us/step - loss: 0.3836 - accuracy: 0.8408
Epoch 470/500
113/113 [==============================] - 0s 877us/step - loss: 0.3835 - accuracy: 0.8408
Epoch 471/500
113/113 [==============================] - 0s 862us/step - loss: 0.3835 - accuracy: 0.8406
Epoch 472/500
113/113 [==============================] - 0s 869us/step - loss: 0.3837 - accuracy: 0.8406
Epoch 473/500
113/113 [==============================] - 0s 865us/step - loss: 0.3833 - accuracy: 0.8388
Epoch 474/500
113/113 [==============================] - 0s 861us/step - loss: 0.3835 - accuracy: 0.8389
Epoch 475/500
113/113 [==============================] - 0s 888us/step - loss: 0.3830 - accuracy: 0.8396
Epoch 476/500
113/113 [==============================] - 0s 890us/step - loss: 0.3834 - accuracy: 0.8400
Epoch 477/500
113/113 [==============================] - 0s 862us/step - loss: 0.3839 - accuracy: 0.8389
Epoch 478/500
113/113 [==============================] - 0s 874us/step - loss: 0.3837 - accuracy: 0.8397
Epoch 479/500
113/113 [==============================] - 0s 860us/step - loss: 0.3837 - accuracy: 0.8399
Epoch 480/500
113/113 [==============================] - 0s 887us/step - loss: 0.3835 - accuracy: 0.8383
Epoch 481/500
113/113 [==============================] - 0s 860us/step - loss: 0.3837 - accuracy: 0.8386
Epoch 482/500
113/113 [==============================] - 0s 857us/step - loss: 0.3835 - accuracy: 0.8389
Epoch 483/500
113/113 [==============================] - 0s 870us/step - loss: 0.3836 - accuracy: 0.8386
Epoch 484/500
113/113 [==============================] - 0s 858us/step - loss: 0.3836 - accuracy: 0.8389
Epoch 485/500
113/113 [==============================] - 0s 864us/step - loss: 0.3833 - accuracy: 0.8394
Epoch 486/500
113/113 [==============================] - 0s 948us/step - loss: 0.3835 - accuracy: 0.8406
Epoch 487/500
113/113 [==============================] - 0s 853us/step - loss: 0.3835 - accuracy: 0.8385
Epoch 488/500
113/113 [==============================] - 0s 882us/step - loss: 0.3832 - accuracy: 0.8403
Epoch 489/500
113/113 [==============================] - 0s 885us/step - loss: 0.3834 - accuracy: 0.8406
Epoch 490/500
113/113 [==============================] - 0s 857us/step - loss: 0.3835 - accuracy: 0.8389
Epoch 491/500
113/113 [==============================] - 0s 864us/step - loss: 0.3836 - accuracy: 0.8401
Epoch 492/500
113/113 [==============================] - 0s 866us/step - loss: 0.3835 - accuracy: 0.8403
Epoch 493/500
113/113 [==============================] - 0s 870us/step - loss: 0.3835 - accuracy: 0.8401
Epoch 494/500
113/113 [==============================] - 0s 863us/step - loss: 0.3833 - accuracy: 0.8404
Epoch 495/500
113/113 [==============================] - 0s 877us/step - loss: 0.3836 - accuracy: 0.8390
Epoch 496/500
113/113 [==============================] - 0s 856us/step - loss: 0.3834 - accuracy: 0.8401
Epoch 497/500
113/113 [==============================] - 0s 848us/step - loss: 0.3835 - accuracy: 0.8386
Epoch 498/500
113/113 [==============================] - 0s 850us/step - loss: 0.3834 - accuracy: 0.8379
Epoch 499/500
113/113 [==============================] - 0s 886us/step - loss: 0.3833 - accuracy: 0.8388
Epoch 500/500
113/113 [==============================] - 0s 942us/step - loss: 0.3832 - accuracy: 0.8401
Epoch 1/500
113/113 [==============================] - 0s 920us/step - loss: 0.6659 - accuracy: 0.7949
Epoch 2/500
113/113 [==============================] - 0s 904us/step - loss: 0.5894 - accuracy: 0.7986
Epoch 3/500
113/113 [==============================] - 0s 905us/step - loss: 0.4983 - accuracy: 0.7986
Epoch 4/500
113/113 [==============================] - 0s 996us/step - loss: 0.4495 - accuracy: 0.7986
Epoch 5/500
113/113 [==============================] - 0s 877us/step - loss: 0.4383 - accuracy: 0.7986
Epoch 6/500
113/113 [==============================] - 0s 856us/step - loss: 0.4333 - accuracy: 0.7986
Epoch 7/500
113/113 [==============================] - 0s 871us/step - loss: 0.4306 - accuracy: 0.7986
Epoch 8/500
113/113 [==============================] - 0s 866us/step - loss: 0.4289 - accuracy: 0.7986
Epoch 9/500
113/113 [==============================] - 0s 874us/step - loss: 0.4278 - accuracy: 0.7986
Epoch 10/500
113/113 [==============================] - 0s 917us/step - loss: 0.4269 - accuracy: 0.7986
Epoch 11/500
113/113 [==============================] - 0s 854us/step - loss: 0.4263 - accuracy: 0.7986
Epoch 12/500
113/113 [==============================] - 0s 850us/step - loss: 0.4258 - accuracy: 0.7986
Epoch 13/500
113/113 [==============================] - 0s 859us/step - loss: 0.4254 - accuracy: 0.7986
Epoch 14/500
113/113 [==============================] - 0s 852us/step - loss: 0.4250 - accuracy: 0.7986
Epoch 15/500
113/113 [==============================] - 0s 883us/step - loss: 0.4245 - accuracy: 0.7986
Epoch 16/500
113/113 [==============================] - 0s 863us/step - loss: 0.4241 - accuracy: 0.7986
Epoch 17/500
113/113 [==============================] - 0s 864us/step - loss: 0.4236 - accuracy: 0.7986
Epoch 18/500
113/113 [==============================] - 0s 869us/step - loss: 0.4230 - accuracy: 0.7986
Epoch 19/500
113/113 [==============================] - 0s 865us/step - loss: 0.4226 - accuracy: 0.7986
Epoch 20/500
113/113 [==============================] - 0s 979us/step - loss: 0.4219 - accuracy: 0.7986
Epoch 21/500
113/113 [==============================] - 0s 861us/step - loss: 0.4212 - accuracy: 0.8032
Epoch 22/500
113/113 [==============================] - 0s 859us/step - loss: 0.4206 - accuracy: 0.8117
Epoch 23/500
113/113 [==============================] - 0s 877us/step - loss: 0.4200 - accuracy: 0.8136
Epoch 24/500
113/113 [==============================] - 0s 854us/step - loss: 0.4194 - accuracy: 0.8149
Epoch 25/500
113/113 [==============================] - 0s 871us/step - loss: 0.4189 - accuracy: 0.8165
Epoch 26/500
113/113 [==============================] - 0s 859us/step - loss: 0.4183 - accuracy: 0.8178
Epoch 27/500
113/113 [==============================] - 0s 878us/step - loss: 0.4178 - accuracy: 0.8194
Epoch 28/500
113/113 [==============================] - 0s 869us/step - loss: 0.4172 - accuracy: 0.8207
Epoch 29/500
113/113 [==============================] - 0s 853us/step - loss: 0.4165 - accuracy: 0.8217
Epoch 30/500
113/113 [==============================] - 0s 947us/step - loss: 0.4159 - accuracy: 0.8224
Epoch 31/500
113/113 [==============================] - 0s 869us/step - loss: 0.4152 - accuracy: 0.8236
Epoch 32/500
113/113 [==============================] - 0s 857us/step - loss: 0.4145 - accuracy: 0.8247
Epoch 33/500
113/113 [==============================] - 0s 876us/step - loss: 0.4139 - accuracy: 0.8258
Epoch 34/500
113/113 [==============================] - 0s 868us/step - loss: 0.4132 - accuracy: 0.8265
Epoch 35/500
113/113 [==============================] - 0s 858us/step - loss: 0.4124 - accuracy: 0.8269
Epoch 36/500
113/113 [==============================] - 0s 850us/step - loss: 0.4118 - accuracy: 0.8278
Epoch 37/500
113/113 [==============================] - 0s 862us/step - loss: 0.4110 - accuracy: 0.8275
Epoch 38/500
113/113 [==============================] - 0s 847us/step - loss: 0.4105 - accuracy: 0.8268
Epoch 39/500
113/113 [==============================] - 0s 854us/step - loss: 0.4098 - accuracy: 0.8290
Epoch 40/500
113/113 [==============================] - 0s 947us/step - loss: 0.4091 - accuracy: 0.8293
Epoch 41/500
113/113 [==============================] - 0s 848us/step - loss: 0.4087 - accuracy: 0.8285
Epoch 42/500
113/113 [==============================] - 0s 886us/step - loss: 0.4080 - accuracy: 0.8289
Epoch 43/500
113/113 [==============================] - 0s 838us/step - loss: 0.4076 - accuracy: 0.8306
Epoch 44/500
113/113 [==============================] - 0s 849us/step - loss: 0.4069 - accuracy: 0.8308
Epoch 45/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4063 - accuracy: 0.8308
Epoch 46/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4060 - accuracy: 0.8322
Epoch 47/500
113/113 [==============================] - 0s 941us/step - loss: 0.4055 - accuracy: 0.8326
Epoch 48/500
113/113 [==============================] - 0s 861us/step - loss: 0.4050 - accuracy: 0.8338
Epoch 49/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4046 - accuracy: 0.8329
Epoch 50/500
113/113 [==============================] - 0s 853us/step - loss: 0.4042 - accuracy: 0.8340
Epoch 51/500
113/113 [==============================] - 0s 856us/step - loss: 0.4040 - accuracy: 0.8342
Epoch 52/500
113/113 [==============================] - 0s 849us/step - loss: 0.4037 - accuracy: 0.8351
Epoch 53/500
113/113 [==============================] - 0s 844us/step - loss: 0.4034 - accuracy: 0.8346
Epoch 54/500
113/113 [==============================] - 0s 937us/step - loss: 0.4031 - accuracy: 0.8346
Epoch 55/500
113/113 [==============================] - 0s 839us/step - loss: 0.4029 - accuracy: 0.8354
Epoch 56/500
113/113 [==============================] - 0s 843us/step - loss: 0.4026 - accuracy: 0.8358
Epoch 57/500
113/113 [==============================] - 0s 837us/step - loss: 0.4024 - accuracy: 0.8358
Epoch 58/500
113/113 [==============================] - 0s 892us/step - loss: 0.4020 - accuracy: 0.8358
Epoch 59/500
113/113 [==============================] - 0s 881us/step - loss: 0.4019 - accuracy: 0.8369
Epoch 60/500
113/113 [==============================] - 0s 849us/step - loss: 0.4017 - accuracy: 0.8368
Epoch 61/500
113/113 [==============================] - 0s 852us/step - loss: 0.4015 - accuracy: 0.8368
Epoch 62/500
113/113 [==============================] - 0s 849us/step - loss: 0.4013 - accuracy: 0.8371
Epoch 63/500
113/113 [==============================] - 0s 847us/step - loss: 0.4011 - accuracy: 0.8363
Epoch 64/500
113/113 [==============================] - 0s 859us/step - loss: 0.4009 - accuracy: 0.8368
Epoch 65/500
113/113 [==============================] - 0s 855us/step - loss: 0.4008 - accuracy: 0.8365
Epoch 66/500
113/113 [==============================] - 0s 960us/step - loss: 0.4006 - accuracy: 0.8365
Epoch 67/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4005 - accuracy: 0.8375
Epoch 68/500
113/113 [==============================] - 0s 880us/step - loss: 0.4003 - accuracy: 0.8374
Epoch 69/500
113/113 [==============================] - 0s 905us/step - loss: 0.4002 - accuracy: 0.8382
Epoch 70/500
113/113 [==============================] - 0s 862us/step - loss: 0.4002 - accuracy: 0.8368
Epoch 71/500
113/113 [==============================] - 0s 849us/step - loss: 0.4000 - accuracy: 0.8378
Epoch 72/500
113/113 [==============================] - 0s 889us/step - loss: 0.4000 - accuracy: 0.8371
Epoch 73/500
113/113 [==============================] - 0s 893us/step - loss: 0.3998 - accuracy: 0.8369
Epoch 74/500
113/113 [==============================] - 0s 907us/step - loss: 0.3997 - accuracy: 0.8369
Epoch 75/500
113/113 [==============================] - 0s 911us/step - loss: 0.3993 - accuracy: 0.8365
Epoch 76/500
113/113 [==============================] - 0s 843us/step - loss: 0.3995 - accuracy: 0.8365
Epoch 77/500
113/113 [==============================] - 0s 869us/step - loss: 0.3994 - accuracy: 0.8383
Epoch 78/500
113/113 [==============================] - 0s 857us/step - loss: 0.3992 - accuracy: 0.8376
Epoch 79/500
113/113 [==============================] - 0s 873us/step - loss: 0.3991 - accuracy: 0.8367
Epoch 80/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3990 - accuracy: 0.8364
Epoch 81/500
113/113 [==============================] - 0s 861us/step - loss: 0.3989 - accuracy: 0.8367
Epoch 82/500
113/113 [==============================] - 0s 874us/step - loss: 0.3990 - accuracy: 0.8376
Epoch 83/500
113/113 [==============================] - 0s 876us/step - loss: 0.3987 - accuracy: 0.8367
Epoch 84/500
113/113 [==============================] - 0s 968us/step - loss: 0.3988 - accuracy: 0.8379
Epoch 85/500
113/113 [==============================] - 0s 841us/step - loss: 0.3987 - accuracy: 0.8376
Epoch 86/500
113/113 [==============================] - 0s 849us/step - loss: 0.3984 - accuracy: 0.8378
Epoch 87/500
113/113 [==============================] - 0s 873us/step - loss: 0.3985 - accuracy: 0.8372
Epoch 88/500
113/113 [==============================] - 0s 851us/step - loss: 0.3984 - accuracy: 0.8374
Epoch 89/500
113/113 [==============================] - 0s 945us/step - loss: 0.3984 - accuracy: 0.8368
Epoch 90/500
113/113 [==============================] - 0s 843us/step - loss: 0.3982 - accuracy: 0.8375
Epoch 91/500
113/113 [==============================] - 0s 843us/step - loss: 0.3981 - accuracy: 0.8361
Epoch 92/500
113/113 [==============================] - 0s 870us/step - loss: 0.3981 - accuracy: 0.8364
Epoch 93/500
113/113 [==============================] - 0s 861us/step - loss: 0.3981 - accuracy: 0.8378
Epoch 94/500
113/113 [==============================] - 0s 939us/step - loss: 0.3980 - accuracy: 0.8368
Epoch 95/500
113/113 [==============================] - 0s 854us/step - loss: 0.3979 - accuracy: 0.8371
Epoch 96/500
113/113 [==============================] - 0s 854us/step - loss: 0.3979 - accuracy: 0.8372
Epoch 97/500
113/113 [==============================] - 0s 944us/step - loss: 0.3978 - accuracy: 0.8367
Epoch 98/500
113/113 [==============================] - 0s 842us/step - loss: 0.3978 - accuracy: 0.8364
Epoch 99/500
113/113 [==============================] - 0s 910us/step - loss: 0.3977 - accuracy: 0.8371
Epoch 100/500
113/113 [==============================] - 0s 840us/step - loss: 0.3976 - accuracy: 0.8368
Epoch 101/500
113/113 [==============================] - 0s 837us/step - loss: 0.3976 - accuracy: 0.8369
Epoch 102/500
113/113 [==============================] - 0s 875us/step - loss: 0.3974 - accuracy: 0.8353
Epoch 103/500
113/113 [==============================] - 0s 851us/step - loss: 0.3974 - accuracy: 0.8367
Epoch 104/500
113/113 [==============================] - 0s 920us/step - loss: 0.3973 - accuracy: 0.8363
Epoch 105/500
113/113 [==============================] - 0s 843us/step - loss: 0.3973 - accuracy: 0.8369
Epoch 106/500
113/113 [==============================] - 0s 842us/step - loss: 0.3973 - accuracy: 0.8356
Epoch 107/500
113/113 [==============================] - 0s 928us/step - loss: 0.3971 - accuracy: 0.8374
Epoch 108/500
113/113 [==============================] - 0s 883us/step - loss: 0.3973 - accuracy: 0.8354
Epoch 109/500
113/113 [==============================] - 0s 888us/step - loss: 0.3972 - accuracy: 0.8354
Epoch 110/500
113/113 [==============================] - 0s 856us/step - loss: 0.3971 - accuracy: 0.8378
Epoch 111/500
113/113 [==============================] - 0s 833us/step - loss: 0.3969 - accuracy: 0.8367
Epoch 112/500
113/113 [==============================] - 0s 873us/step - loss: 0.3969 - accuracy: 0.8356
Epoch 113/500
113/113 [==============================] - 0s 836us/step - loss: 0.3969 - accuracy: 0.8354
Epoch 114/500
113/113 [==============================] - 0s 907us/step - loss: 0.3968 - accuracy: 0.8372
Epoch 115/500
113/113 [==============================] - 0s 858us/step - loss: 0.3965 - accuracy: 0.8365
Epoch 116/500
113/113 [==============================] - 0s 845us/step - loss: 0.3967 - accuracy: 0.8368
Epoch 117/500
113/113 [==============================] - 0s 958us/step - loss: 0.3966 - accuracy: 0.8363
Epoch 118/500
113/113 [==============================] - 0s 841us/step - loss: 0.3967 - accuracy: 0.8371
Epoch 119/500
113/113 [==============================] - 0s 911us/step - loss: 0.3966 - accuracy: 0.8363
Epoch 120/500
113/113 [==============================] - 0s 849us/step - loss: 0.3965 - accuracy: 0.8363
Epoch 121/500
113/113 [==============================] - 0s 841us/step - loss: 0.3964 - accuracy: 0.8358
Epoch 122/500
113/113 [==============================] - 0s 867us/step - loss: 0.3964 - accuracy: 0.8363
Epoch 123/500
113/113 [==============================] - 0s 854us/step - loss: 0.3963 - accuracy: 0.8353
Epoch 124/500
113/113 [==============================] - 0s 927us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 125/500
113/113 [==============================] - 0s 859us/step - loss: 0.3962 - accuracy: 0.8351
Epoch 126/500
113/113 [==============================] - 0s 875us/step - loss: 0.3962 - accuracy: 0.8368
Epoch 127/500
113/113 [==============================] - 0s 900us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 128/500
113/113 [==============================] - 0s 850us/step - loss: 0.3961 - accuracy: 0.8372
Epoch 129/500
113/113 [==============================] - 0s 871us/step - loss: 0.3960 - accuracy: 0.8363
Epoch 130/500
113/113 [==============================] - 0s 847us/step - loss: 0.3958 - accuracy: 0.8371
Epoch 131/500
113/113 [==============================] - 0s 881us/step - loss: 0.3957 - accuracy: 0.8364
Epoch 132/500
113/113 [==============================] - 0s 853us/step - loss: 0.3958 - accuracy: 0.8369
Epoch 133/500
113/113 [==============================] - 0s 852us/step - loss: 0.3956 - accuracy: 0.8365
Epoch 134/500
113/113 [==============================] - 0s 900us/step - loss: 0.3956 - accuracy: 0.8354
Epoch 135/500
113/113 [==============================] - 0s 826us/step - loss: 0.3955 - accuracy: 0.8378
Epoch 136/500
113/113 [==============================] - 0s 880us/step - loss: 0.3956 - accuracy: 0.8367
Epoch 137/500
113/113 [==============================] - 0s 945us/step - loss: 0.3954 - accuracy: 0.8371
Epoch 138/500
113/113 [==============================] - ETA: 0s - loss: 0.4002 - accuracy: 0.83 - 0s 852us/step - loss: 0.3954 - accuracy: 0.8360
Epoch 139/500
113/113 [==============================] - 0s 928us/step - loss: 0.3954 - accuracy: 0.8361
Epoch 140/500
113/113 [==============================] - 0s 840us/step - loss: 0.3952 - accuracy: 0.8382
Epoch 141/500
113/113 [==============================] - 0s 877us/step - loss: 0.3952 - accuracy: 0.8371
Epoch 142/500
113/113 [==============================] - 0s 900us/step - loss: 0.3952 - accuracy: 0.8365
Epoch 143/500
113/113 [==============================] - 0s 849us/step - loss: 0.3951 - accuracy: 0.8376
Epoch 144/500
113/113 [==============================] - 0s 882us/step - loss: 0.3951 - accuracy: 0.8365
Epoch 145/500
113/113 [==============================] - 0s 842us/step - loss: 0.3952 - accuracy: 0.8374
Epoch 146/500
113/113 [==============================] - 0s 882us/step - loss: 0.3949 - accuracy: 0.8381
Epoch 147/500
113/113 [==============================] - 0s 983us/step - loss: 0.3951 - accuracy: 0.8379
Epoch 148/500
113/113 [==============================] - 0s 907us/step - loss: 0.3949 - accuracy: 0.8368
Epoch 149/500
113/113 [==============================] - 0s 838us/step - loss: 0.3949 - accuracy: 0.8367
Epoch 150/500
113/113 [==============================] - 0s 839us/step - loss: 0.3950 - accuracy: 0.8375
Epoch 151/500
113/113 [==============================] - 0s 885us/step - loss: 0.3948 - accuracy: 0.8371
Epoch 152/500
113/113 [==============================] - 0s 859us/step - loss: 0.3948 - accuracy: 0.8382
Epoch 153/500
113/113 [==============================] - 0s 867us/step - loss: 0.3947 - accuracy: 0.8375
Epoch 154/500
113/113 [==============================] - 0s 842us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 155/500
113/113 [==============================] - 0s 840us/step - loss: 0.3946 - accuracy: 0.8371
Epoch 156/500
113/113 [==============================] - 0s 957us/step - loss: 0.3948 - accuracy: 0.8383
Epoch 157/500
113/113 [==============================] - 0s 844us/step - loss: 0.3947 - accuracy: 0.8371
Epoch 158/500
113/113 [==============================] - 0s 897us/step - loss: 0.3946 - accuracy: 0.8379
Epoch 159/500
113/113 [==============================] - 0s 840us/step - loss: 0.3946 - accuracy: 0.8369
Epoch 160/500
113/113 [==============================] - 0s 846us/step - loss: 0.3944 - accuracy: 0.8381
Epoch 161/500
113/113 [==============================] - 0s 877us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 162/500
113/113 [==============================] - 0s 848us/step - loss: 0.3945 - accuracy: 0.8381
Epoch 163/500
113/113 [==============================] - 0s 882us/step - loss: 0.3944 - accuracy: 0.8371
Epoch 164/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3946 - accuracy: 0.8364
Epoch 165/500
113/113 [==============================] - 0s 841us/step - loss: 0.3946 - accuracy: 0.8382
Epoch 166/500
113/113 [==============================] - 0s 900us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 167/500
113/113 [==============================] - 0s 878us/step - loss: 0.3945 - accuracy: 0.8378
Epoch 168/500
113/113 [==============================] - 0s 884us/step - loss: 0.3945 - accuracy: 0.8360
Epoch 169/500
113/113 [==============================] - 0s 847us/step - loss: 0.3944 - accuracy: 0.8358
Epoch 170/500
113/113 [==============================] - 0s 847us/step - loss: 0.3945 - accuracy: 0.8364
Epoch 171/500
113/113 [==============================] - 0s 875us/step - loss: 0.3943 - accuracy: 0.8364
Epoch 172/500
113/113 [==============================] - 0s 864us/step - loss: 0.3945 - accuracy: 0.8349
Epoch 173/500
113/113 [==============================] - 0s 909us/step - loss: 0.3945 - accuracy: 0.8375
Epoch 174/500
113/113 [==============================] - 0s 838us/step - loss: 0.3943 - accuracy: 0.8381
Epoch 175/500
113/113 [==============================] - 0s 877us/step - loss: 0.3944 - accuracy: 0.8372
Epoch 176/500
113/113 [==============================] - 0s 903us/step - loss: 0.3944 - accuracy: 0.8368
Epoch 177/500
113/113 [==============================] - 0s 834us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 178/500
113/113 [==============================] - 0s 960us/step - loss: 0.3944 - accuracy: 0.8379
Epoch 179/500
113/113 [==============================] - 0s 861us/step - loss: 0.3943 - accuracy: 0.8372
Epoch 180/500
113/113 [==============================] - 0s 874us/step - loss: 0.3943 - accuracy: 0.8374
Epoch 181/500
113/113 [==============================] - 0s 853us/step - loss: 0.3943 - accuracy: 0.8360
Epoch 182/500
113/113 [==============================] - 0s 866us/step - loss: 0.3941 - accuracy: 0.8374
Epoch 183/500
113/113 [==============================] - 0s 899us/step - loss: 0.3940 - accuracy: 0.8378
Epoch 184/500
113/113 [==============================] - 0s 850us/step - loss: 0.3941 - accuracy: 0.8371
Epoch 185/500
113/113 [==============================] - 0s 872us/step - loss: 0.3941 - accuracy: 0.8368
Epoch 186/500
113/113 [==============================] - 0s 929us/step - loss: 0.3940 - accuracy: 0.8371
Epoch 187/500
113/113 [==============================] - 0s 849us/step - loss: 0.3941 - accuracy: 0.8375
Epoch 188/500
113/113 [==============================] - 0s 896us/step - loss: 0.3939 - accuracy: 0.8385
Epoch 189/500
113/113 [==============================] - 0s 839us/step - loss: 0.3939 - accuracy: 0.8368
Epoch 190/500
113/113 [==============================] - 0s 875us/step - loss: 0.3939 - accuracy: 0.8369
Epoch 191/500
113/113 [==============================] - 0s 893us/step - loss: 0.3939 - accuracy: 0.8365
Epoch 192/500
113/113 [==============================] - 0s 896us/step - loss: 0.3938 - accuracy: 0.8378
Epoch 193/500
113/113 [==============================] - 0s 878us/step - loss: 0.3935 - accuracy: 0.8379
Epoch 194/500
113/113 [==============================] - 0s 836us/step - loss: 0.3936 - accuracy: 0.8363
Epoch 195/500
113/113 [==============================] - 0s 968us/step - loss: 0.3936 - accuracy: 0.8365
Epoch 196/500
113/113 [==============================] - 0s 843us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 197/500
113/113 [==============================] - 0s 848us/step - loss: 0.3933 - accuracy: 0.8361
Epoch 198/500
113/113 [==============================] - 0s 915us/step - loss: 0.3934 - accuracy: 0.8363
Epoch 199/500
113/113 [==============================] - 0s 852us/step - loss: 0.3933 - accuracy: 0.8374
Epoch 200/500
113/113 [==============================] - 0s 871us/step - loss: 0.3932 - accuracy: 0.8381
Epoch 201/500
113/113 [==============================] - 0s 845us/step - loss: 0.3933 - accuracy: 0.8363
Epoch 202/500
113/113 [==============================] - 0s 848us/step - loss: 0.3931 - accuracy: 0.8363
Epoch 203/500
113/113 [==============================] - 0s 879us/step - loss: 0.3932 - accuracy: 0.8367
Epoch 204/500
113/113 [==============================] - 0s 845us/step - loss: 0.3929 - accuracy: 0.8376
Epoch 205/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3930 - accuracy: 0.8353
Epoch 206/500
113/113 [==============================] - 0s 841us/step - loss: 0.3928 - accuracy: 0.8367
Epoch 207/500
113/113 [==============================] - 0s 864us/step - loss: 0.3929 - accuracy: 0.8376
Epoch 208/500
113/113 [==============================] - 0s 882us/step - loss: 0.3927 - accuracy: 0.8365
Epoch 209/500
113/113 [==============================] - 0s 841us/step - loss: 0.3926 - accuracy: 0.8364
Epoch 210/500
113/113 [==============================] - 0s 877us/step - loss: 0.3925 - accuracy: 0.8371
Epoch 211/500
113/113 [==============================] - 0s 858us/step - loss: 0.3926 - accuracy: 0.8365
Epoch 212/500
113/113 [==============================] - 0s 873us/step - loss: 0.3926 - accuracy: 0.8375
Epoch 213/500
113/113 [==============================] - 0s 874us/step - loss: 0.3924 - accuracy: 0.8367
Epoch 214/500
113/113 [==============================] - 0s 843us/step - loss: 0.3922 - accuracy: 0.8372
Epoch 215/500
113/113 [==============================] - 0s 896us/step - loss: 0.3923 - accuracy: 0.8383
Epoch 216/500
113/113 [==============================] - 0s 839us/step - loss: 0.3925 - accuracy: 0.8375
Epoch 217/500
113/113 [==============================] - 0s 871us/step - loss: 0.3922 - accuracy: 0.8379
Epoch 218/500
113/113 [==============================] - 0s 885us/step - loss: 0.3923 - accuracy: 0.8368
Epoch 219/500
113/113 [==============================] - 0s 847us/step - loss: 0.3925 - accuracy: 0.8369
Epoch 220/500
113/113 [==============================] - 0s 878us/step - loss: 0.3925 - accuracy: 0.8371
Epoch 221/500
113/113 [==============================] - 0s 848us/step - loss: 0.3923 - accuracy: 0.8361
Epoch 222/500
113/113 [==============================] - 0s 961us/step - loss: 0.3923 - accuracy: 0.8369
Epoch 223/500
113/113 [==============================] - 0s 871us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 224/500
113/113 [==============================] - 0s 912us/step - loss: 0.3923 - accuracy: 0.8365
Epoch 225/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3924 - accuracy: 0.8378
Epoch 226/500
113/113 [==============================] - 0s 962us/step - loss: 0.3923 - accuracy: 0.8371
Epoch 227/500
113/113 [==============================] - 0s 900us/step - loss: 0.3922 - accuracy: 0.8371
Epoch 228/500
113/113 [==============================] - 0s 846us/step - loss: 0.3923 - accuracy: 0.8374
Epoch 229/500
113/113 [==============================] - 0s 869us/step - loss: 0.3922 - accuracy: 0.8382
Epoch 230/500
113/113 [==============================] - 0s 845us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 231/500
113/113 [==============================] - 0s 854us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 232/500
113/113 [==============================] - 0s 886us/step - loss: 0.3923 - accuracy: 0.8371
Epoch 233/500
113/113 [==============================] - 0s 857us/step - loss: 0.3923 - accuracy: 0.8367
Epoch 234/500
113/113 [==============================] - 0s 936us/step - loss: 0.3923 - accuracy: 0.8381
Epoch 235/500
113/113 [==============================] - 0s 869us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 236/500
113/113 [==============================] - 0s 841us/step - loss: 0.3919 - accuracy: 0.8378
Epoch 237/500
113/113 [==============================] - 0s 956us/step - loss: 0.3923 - accuracy: 0.8360
Epoch 238/500
113/113 [==============================] - 0s 847us/step - loss: 0.3922 - accuracy: 0.8382
Epoch 239/500
113/113 [==============================] - 0s 862us/step - loss: 0.3922 - accuracy: 0.8365
Epoch 240/500
113/113 [==============================] - 0s 855us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 241/500
113/113 [==============================] - 0s 849us/step - loss: 0.3923 - accuracy: 0.8388
Epoch 242/500
113/113 [==============================] - 0s 884us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 243/500
113/113 [==============================] - 0s 854us/step - loss: 0.3923 - accuracy: 0.8378
Epoch 244/500
113/113 [==============================] - 0s 919us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 245/500
113/113 [==============================] - 0s 851us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 246/500
113/113 [==============================] - 0s 844us/step - loss: 0.3922 - accuracy: 0.8381
Epoch 247/500
113/113 [==============================] - 0s 861us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 248/500
113/113 [==============================] - 0s 840us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 249/500
113/113 [==============================] - 0s 861us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 250/500
113/113 [==============================] - 0s 848us/step - loss: 0.3923 - accuracy: 0.8365
Epoch 251/500
113/113 [==============================] - 0s 848us/step - loss: 0.3922 - accuracy: 0.8364
Epoch 252/500
113/113 [==============================] - 0s 877us/step - loss: 0.3922 - accuracy: 0.8378
Epoch 253/500
113/113 [==============================] - 0s 874us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 254/500
113/113 [==============================] - 0s 874us/step - loss: 0.3922 - accuracy: 0.8364
Epoch 255/500
113/113 [==============================] - 0s 921us/step - loss: 0.3922 - accuracy: 0.8382
Epoch 256/500
113/113 [==============================] - 0s 874us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 257/500
113/113 [==============================] - 0s 859us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 258/500
113/113 [==============================] - 0s 853us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 259/500
113/113 [==============================] - 0s 877us/step - loss: 0.3922 - accuracy: 0.8368
Epoch 260/500
113/113 [==============================] - 0s 841us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 261/500
113/113 [==============================] - 0s 880us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 262/500
113/113 [==============================] - 0s 854us/step - loss: 0.3921 - accuracy: 0.8381
Epoch 263/500
113/113 [==============================] - 0s 836us/step - loss: 0.3922 - accuracy: 0.8364
Epoch 264/500
113/113 [==============================] - 0s 992us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 265/500
113/113 [==============================] - 0s 854us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 266/500
113/113 [==============================] - 0s 865us/step - loss: 0.3922 - accuracy: 0.8386
Epoch 267/500
113/113 [==============================] - 0s 872us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 268/500
113/113 [==============================] - 0s 850us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 269/500
113/113 [==============================] - 0s 862us/step - loss: 0.3922 - accuracy: 0.8367
Epoch 270/500
113/113 [==============================] - 0s 851us/step - loss: 0.3922 - accuracy: 0.8374
Epoch 271/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8372
Epoch 272/500
113/113 [==============================] - 0s 870us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 273/500
113/113 [==============================] - 0s 843us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 274/500
113/113 [==============================] - 0s 928us/step - loss: 0.3922 - accuracy: 0.8375
Epoch 275/500
113/113 [==============================] - 0s 850us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 276/500
113/113 [==============================] - 0s 917us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 277/500
113/113 [==============================] - 0s 902us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 278/500
113/113 [==============================] - 0s 854us/step - loss: 0.3923 - accuracy: 0.8368
Epoch 279/500
113/113 [==============================] - 0s 903us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 280/500
113/113 [==============================] - 0s 843us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 281/500
113/113 [==============================] - 0s 887us/step - loss: 0.3922 - accuracy: 0.8376
Epoch 282/500
113/113 [==============================] - 0s 865us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 283/500
113/113 [==============================] - 0s 835us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 284/500
113/113 [==============================] - 0s 993us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 285/500
113/113 [==============================] - 0s 845us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 286/500
113/113 [==============================] - 0s 876us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 287/500
113/113 [==============================] - 0s 862us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 288/500
113/113 [==============================] - 0s 851us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 289/500
113/113 [==============================] - 0s 901us/step - loss: 0.3921 - accuracy: 0.8385
Epoch 290/500
113/113 [==============================] - 0s 838us/step - loss: 0.3919 - accuracy: 0.8365
Epoch 291/500
113/113 [==============================] - 0s 893us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 292/500
113/113 [==============================] - 0s 862us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 293/500
113/113 [==============================] - 0s 943us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 294/500
113/113 [==============================] - 0s 874us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 295/500
113/113 [==============================] - 0s 855us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 296/500
113/113 [==============================] - 0s 884us/step - loss: 0.3918 - accuracy: 0.8360
Epoch 297/500
113/113 [==============================] - 0s 970us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 298/500
113/113 [==============================] - 0s 875us/step - loss: 0.3921 - accuracy: 0.8379
Epoch 299/500
113/113 [==============================] - 0s 839us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 300/500
113/113 [==============================] - 0s 851us/step - loss: 0.3920 - accuracy: 0.8385
Epoch 301/500
113/113 [==============================] - ETA: 0s - loss: 0.3828 - accuracy: 0.84 - 0s 880us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 302/500
113/113 [==============================] - 0s 872us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 303/500
113/113 [==============================] - 0s 966us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 304/500
113/113 [==============================] - 0s 851us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 305/500
113/113 [==============================] - 0s 849us/step - loss: 0.3922 - accuracy: 0.8365
Epoch 306/500
113/113 [==============================] - 0s 864us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 307/500
113/113 [==============================] - 0s 854us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 308/500
113/113 [==============================] - 0s 884us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 309/500
113/113 [==============================] - 0s 862us/step - loss: 0.3920 - accuracy: 0.8382
Epoch 310/500
113/113 [==============================] - 0s 845us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 311/500
113/113 [==============================] - 0s 883us/step - loss: 0.3921 - accuracy: 0.8383
Epoch 312/500
113/113 [==============================] - 0s 878us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 313/500
113/113 [==============================] - 0s 982us/step - loss: 0.3922 - accuracy: 0.8376
Epoch 314/500
113/113 [==============================] - 0s 849us/step - loss: 0.3920 - accuracy: 0.8357
Epoch 315/500
113/113 [==============================] - 0s 854us/step - loss: 0.3919 - accuracy: 0.8382
Epoch 316/500
113/113 [==============================] - 0s 885us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 317/500
113/113 [==============================] - 0s 883us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 318/500
113/113 [==============================] - 0s 871us/step - loss: 0.3921 - accuracy: 0.8364
Epoch 319/500
113/113 [==============================] - 0s 850us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 320/500
113/113 [==============================] - 0s 851us/step - loss: 0.3921 - accuracy: 0.8378
Epoch 321/500
113/113 [==============================] - 0s 868us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 322/500
113/113 [==============================] - 0s 866us/step - loss: 0.3922 - accuracy: 0.8365
Epoch 323/500
113/113 [==============================] - 0s 936us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 324/500
113/113 [==============================] - 0s 846us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 325/500
113/113 [==============================] - 0s 843us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 326/500
113/113 [==============================] - 0s 877us/step - loss: 0.3921 - accuracy: 0.8374
Epoch 327/500
113/113 [==============================] - 0s 865us/step - loss: 0.3921 - accuracy: 0.8389
Epoch 328/500
113/113 [==============================] - 0s 890us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 329/500
113/113 [==============================] - 0s 841us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 330/500
113/113 [==============================] - 0s 858us/step - loss: 0.3921 - accuracy: 0.8363
Epoch 331/500
113/113 [==============================] - 0s 866us/step - loss: 0.3921 - accuracy: 0.8385
Epoch 332/500
113/113 [==============================] - 0s 865us/step - loss: 0.3920 - accuracy: 0.8382
Epoch 333/500
113/113 [==============================] - 0s 976us/step - loss: 0.3921 - accuracy: 0.8354
Epoch 334/500
113/113 [==============================] - 0s 843us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 335/500
113/113 [==============================] - 0s 882us/step - loss: 0.3922 - accuracy: 0.8385
Epoch 336/500
113/113 [==============================] - 0s 859us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 337/500
113/113 [==============================] - 0s 863us/step - loss: 0.3922 - accuracy: 0.8364
Epoch 338/500
113/113 [==============================] - 0s 881us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 339/500
113/113 [==============================] - 0s 845us/step - loss: 0.3920 - accuracy: 0.8360
Epoch 340/500
113/113 [==============================] - 0s 846us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 341/500
113/113 [==============================] - 0s 858us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 342/500
113/113 [==============================] - 0s 871us/step - loss: 0.3920 - accuracy: 0.8383
Epoch 343/500
113/113 [==============================] - 0s 972us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 344/500
113/113 [==============================] - 0s 844us/step - loss: 0.3920 - accuracy: 0.8381
Epoch 345/500
113/113 [==============================] - 0s 872us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 346/500
113/113 [==============================] - 0s 853us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 347/500
113/113 [==============================] - 0s 894us/step - loss: 0.3920 - accuracy: 0.8361
Epoch 348/500
113/113 [==============================] - 0s 866us/step - loss: 0.3919 - accuracy: 0.8358
Epoch 349/500
113/113 [==============================] - 0s 844us/step - loss: 0.3921 - accuracy: 0.8382
Epoch 350/500
113/113 [==============================] - 0s 885us/step - loss: 0.3918 - accuracy: 0.8381
Epoch 351/500
113/113 [==============================] - 0s 880us/step - loss: 0.3919 - accuracy: 0.8365
Epoch 352/500
113/113 [==============================] - 0s 863us/step - loss: 0.3922 - accuracy: 0.8378
Epoch 353/500
113/113 [==============================] - 0s 885us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 354/500
113/113 [==============================] - 0s 846us/step - loss: 0.3921 - accuracy: 0.8389
Epoch 355/500
113/113 [==============================] - 0s 927us/step - loss: 0.3920 - accuracy: 0.8361
Epoch 356/500
113/113 [==============================] - 0s 988us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 357/500
113/113 [==============================] - 0s 850us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 358/500
113/113 [==============================] - 0s 877us/step - loss: 0.3920 - accuracy: 0.8361
Epoch 359/500
113/113 [==============================] - 0s 848us/step - loss: 0.3921 - accuracy: 0.8372
Epoch 360/500
113/113 [==============================] - 0s 883us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 361/500
113/113 [==============================] - 0s 861us/step - loss: 0.3919 - accuracy: 0.8367
Epoch 362/500
113/113 [==============================] - 0s 869us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 363/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8388
Epoch 364/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8371
Epoch 365/500
113/113 [==============================] - 0s 945us/step - loss: 0.3920 - accuracy: 0.8358
Epoch 366/500
113/113 [==============================] - 0s 909us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 367/500
113/113 [==============================] - 0s 926us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 368/500
113/113 [==============================] - 0s 913us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 369/500
113/113 [==============================] - 0s 930us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 370/500
113/113 [==============================] - 0s 937us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 371/500
113/113 [==============================] - 0s 913us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 372/500
113/113 [==============================] - 0s 911us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 373/500
113/113 [==============================] - 0s 885us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 374/500
113/113 [==============================] - 0s 975us/step - loss: 0.3921 - accuracy: 0.8361
Epoch 375/500
113/113 [==============================] - 0s 871us/step - loss: 0.3918 - accuracy: 0.8364
Epoch 376/500
113/113 [==============================] - 0s 964us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 377/500
113/113 [==============================] - 0s 876us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 378/500
113/113 [==============================] - 0s 875us/step - loss: 0.3921 - accuracy: 0.8357
Epoch 379/500
113/113 [==============================] - 0s 929us/step - loss: 0.3920 - accuracy: 0.8374
Epoch 380/500
113/113 [==============================] - 0s 911us/step - loss: 0.3921 - accuracy: 0.8364
Epoch 381/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8371
Epoch 382/500
113/113 [==============================] - 0s 890us/step - loss: 0.3919 - accuracy: 0.8361
Epoch 383/500
113/113 [==============================] - 0s 941us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 384/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8372
Epoch 385/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3921 - accuracy: 0.8361
Epoch 386/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8365
Epoch 387/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8368
Epoch 388/500
113/113 [==============================] - 0s 861us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 389/500
113/113 [==============================] - 0s 956us/step - loss: 0.3921 - accuracy: 0.8354
Epoch 390/500
113/113 [==============================] - 0s 882us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 391/500
113/113 [==============================] - 0s 852us/step - loss: 0.3920 - accuracy: 0.8369
Epoch 392/500
113/113 [==============================] - 0s 900us/step - loss: 0.3920 - accuracy: 0.8382
Epoch 393/500
113/113 [==============================] - 0s 851us/step - loss: 0.3922 - accuracy: 0.8363
Epoch 394/500
113/113 [==============================] - 0s 878us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 395/500
113/113 [==============================] - 0s 887us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 396/500
113/113 [==============================] - 0s 848us/step - loss: 0.3920 - accuracy: 0.8363
Epoch 397/500
113/113 [==============================] - 0s 890us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 398/500
113/113 [==============================] - 0s 866us/step - loss: 0.3920 - accuracy: 0.8361
Epoch 399/500
113/113 [==============================] - 0s 869us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 400/500
113/113 [==============================] - 0s 932us/step - loss: 0.3920 - accuracy: 0.8361
Epoch 401/500
113/113 [==============================] - 0s 849us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 402/500
113/113 [==============================] - 0s 888us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 403/500
113/113 [==============================] - 0s 861us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 404/500
113/113 [==============================] - 0s 875us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 405/500
113/113 [==============================] - 0s 906us/step - loss: 0.3918 - accuracy: 0.8369
Epoch 406/500
113/113 [==============================] - 0s 863us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 407/500
113/113 [==============================] - 0s 889us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 408/500
113/113 [==============================] - 0s 844us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 409/500
113/113 [==============================] - 0s 971us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 410/500
113/113 [==============================] - 0s 849us/step - loss: 0.3920 - accuracy: 0.8376
Epoch 411/500
113/113 [==============================] - 0s 855us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 412/500
113/113 [==============================] - 0s 884us/step - loss: 0.3918 - accuracy: 0.8360
Epoch 413/500
113/113 [==============================] - 0s 853us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 414/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8374
Epoch 415/500
113/113 [==============================] - 0s 3ms/step - loss: 0.3919 - accuracy: 0.8375
Epoch 416/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3920 - accuracy: 0.8357
Epoch 417/500
113/113 [==============================] - 0s 989us/step - loss: 0.3920 - accuracy: 0.8365
Epoch 418/500
113/113 [==============================] - 0s 850us/step - loss: 0.3920 - accuracy: 0.8358
Epoch 419/500
113/113 [==============================] - 0s 892us/step - loss: 0.3920 - accuracy: 0.8356
Epoch 420/500
113/113 [==============================] - 0s 884us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 421/500
113/113 [==============================] - 0s 905us/step - loss: 0.3921 - accuracy: 0.8368
Epoch 422/500
113/113 [==============================] - 0s 864us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 423/500
113/113 [==============================] - 0s 866us/step - loss: 0.3921 - accuracy: 0.8371
Epoch 424/500
113/113 [==============================] - 0s 888us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 425/500
113/113 [==============================] - 0s 858us/step - loss: 0.3918 - accuracy: 0.8378
Epoch 426/500
113/113 [==============================] - 0s 993us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 427/500
113/113 [==============================] - 0s 863us/step - loss: 0.3921 - accuracy: 0.8358
Epoch 428/500
113/113 [==============================] - 0s 887us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 429/500
113/113 [==============================] - 0s 875us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 430/500
113/113 [==============================] - 0s 850us/step - loss: 0.3920 - accuracy: 0.8363
Epoch 431/500
113/113 [==============================] - 0s 942us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 432/500
113/113 [==============================] - 0s 852us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 433/500
113/113 [==============================] - 0s 854us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 434/500
113/113 [==============================] - 0s 877us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 435/500
113/113 [==============================] - 0s 852us/step - loss: 0.3920 - accuracy: 0.8371
Epoch 436/500
113/113 [==============================] - 0s 973us/step - loss: 0.3920 - accuracy: 0.8378
Epoch 437/500
113/113 [==============================] - 0s 853us/step - loss: 0.3917 - accuracy: 0.8379
Epoch 438/500
113/113 [==============================] - 0s 853us/step - loss: 0.3921 - accuracy: 0.8367
Epoch 439/500
113/113 [==============================] - 0s 887us/step - loss: 0.3919 - accuracy: 0.8358
Epoch 440/500
113/113 [==============================] - 0s 857us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 441/500
113/113 [==============================] - 0s 911us/step - loss: 0.3921 - accuracy: 0.8369
Epoch 442/500
113/113 [==============================] - 0s 844us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 443/500
113/113 [==============================] - 0s 861us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 444/500
113/113 [==============================] - 0s 868us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 445/500
113/113 [==============================] - 0s 883us/step - loss: 0.3920 - accuracy: 0.8361
Epoch 446/500
113/113 [==============================] - 0s 914us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 447/500
113/113 [==============================] - 0s 845us/step - loss: 0.3921 - accuracy: 0.8365
Epoch 448/500
113/113 [==============================] - 0s 885us/step - loss: 0.3919 - accuracy: 0.8378
Epoch 449/500
113/113 [==============================] - 0s 856us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 450/500
113/113 [==============================] - 0s 903us/step - loss: 0.3920 - accuracy: 0.8357
Epoch 451/500
113/113 [==============================] - 0s 897us/step - loss: 0.3918 - accuracy: 0.8364
Epoch 452/500
113/113 [==============================] - ETA: 0s - loss: 0.3929 - accuracy: 0.83 - 0s 842us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 453/500
113/113 [==============================] - 0s 899us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 454/500
113/113 [==============================] - 0s 846us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 455/500
113/113 [==============================] - 0s 843us/step - loss: 0.3918 - accuracy: 0.8369
Epoch 456/500
113/113 [==============================] - 0s 969us/step - loss: 0.3920 - accuracy: 0.8379
Epoch 457/500
113/113 [==============================] - 0s 842us/step - loss: 0.3920 - accuracy: 0.8367
Epoch 458/500
113/113 [==============================] - 0s 889us/step - loss: 0.3918 - accuracy: 0.8374
Epoch 459/500
113/113 [==============================] - 0s 867us/step - loss: 0.3919 - accuracy: 0.8365
Epoch 460/500
113/113 [==============================] - 0s 846us/step - loss: 0.3919 - accuracy: 0.8385
Epoch 461/500
113/113 [==============================] - 0s 907us/step - loss: 0.3919 - accuracy: 0.8363
Epoch 462/500
113/113 [==============================] - ETA: 0s - loss: 0.3915 - accuracy: 0.83 - 0s 849us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 463/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3919 - accuracy: 0.8363
Epoch 464/500
113/113 [==============================] - 0s 850us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 465/500
113/113 [==============================] - 0s 938us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 466/500
113/113 [==============================] - 0s 856us/step - loss: 0.3918 - accuracy: 0.8364
Epoch 467/500
113/113 [==============================] - 0s 886us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 468/500
113/113 [==============================] - 0s 911us/step - loss: 0.3919 - accuracy: 0.8368
Epoch 469/500
113/113 [==============================] - 0s 848us/step - loss: 0.3921 - accuracy: 0.8376
Epoch 470/500
113/113 [==============================] - 0s 879us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 471/500
113/113 [==============================] - 0s 874us/step - loss: 0.3921 - accuracy: 0.8375
Epoch 472/500
113/113 [==============================] - 0s 844us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 473/500
113/113 [==============================] - 0s 889us/step - loss: 0.3918 - accuracy: 0.8369
Epoch 474/500
113/113 [==============================] - 0s 857us/step - loss: 0.3920 - accuracy: 0.8375
Epoch 475/500
113/113 [==============================] - 0s 933us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 476/500
113/113 [==============================] - 0s 902us/step - loss: 0.3920 - accuracy: 0.8364
Epoch 477/500
113/113 [==============================] - 0s 853us/step - loss: 0.3919 - accuracy: 0.8379
Epoch 478/500
113/113 [==============================] - 0s 880us/step - loss: 0.3920 - accuracy: 0.8360
Epoch 479/500
113/113 [==============================] - 0s 858us/step - loss: 0.3919 - accuracy: 0.8361
Epoch 480/500
113/113 [==============================] - 0s 885us/step - loss: 0.3919 - accuracy: 0.8356
Epoch 481/500
113/113 [==============================] - 0s 883us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 482/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3918 - accuracy: 0.8374
Epoch 483/500
113/113 [==============================] - 0s 850us/step - loss: 0.3916 - accuracy: 0.8372
Epoch 484/500
113/113 [==============================] - 0s 877us/step - loss: 0.3919 - accuracy: 0.8367
Epoch 485/500
113/113 [==============================] - 0s 940us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 486/500
113/113 [==============================] - 0s 873us/step - loss: 0.3919 - accuracy: 0.8376
Epoch 487/500
113/113 [==============================] - 0s 894us/step - loss: 0.3920 - accuracy: 0.8372
Epoch 488/500
113/113 [==============================] - 0s 845us/step - loss: 0.3919 - accuracy: 0.8371
Epoch 489/500
113/113 [==============================] - 0s 850us/step - loss: 0.3919 - accuracy: 0.8357
Epoch 490/500
113/113 [==============================] - 0s 889us/step - loss: 0.3920 - accuracy: 0.8368
Epoch 491/500
113/113 [==============================] - 0s 847us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 492/500
113/113 [==============================] - 0s 927us/step - loss: 0.3920 - accuracy: 0.8383
Epoch 493/500
113/113 [==============================] - 0s 878us/step - loss: 0.3919 - accuracy: 0.8369
Epoch 494/500
113/113 [==============================] - 0s 878us/step - loss: 0.3918 - accuracy: 0.8379
Epoch 495/500
113/113 [==============================] - 0s 886us/step - loss: 0.3919 - accuracy: 0.8375
Epoch 496/500
113/113 [==============================] - 0s 848us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 497/500
113/113 [==============================] - 0s 900us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 498/500
113/113 [==============================] - 0s 848us/step - loss: 0.3919 - accuracy: 0.8374
Epoch 499/500
113/113 [==============================] - 0s 840us/step - loss: 0.3919 - accuracy: 0.8372
Epoch 500/500
113/113 [==============================] - 0s 857us/step - loss: 0.3918 - accuracy: 0.8367
Epoch 1/500
113/113 [==============================] - 0s 1000us/step - loss: 0.6610 - accuracy: 0.7942
Epoch 2/500
113/113 [==============================] - 0s 969us/step - loss: 0.5568 - accuracy: 0.7964
Epoch 3/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4659 - accuracy: 0.7964
Epoch 4/500
113/113 [==============================] - 0s 985us/step - loss: 0.4447 - accuracy: 0.7964
Epoch 5/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7964
Epoch 6/500
113/113 [==============================] - 0s 993us/step - loss: 0.4355 - accuracy: 0.7964
Epoch 7/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4337 - accuracy: 0.7964
Epoch 8/500
113/113 [==============================] - 0s 999us/step - loss: 0.4322 - accuracy: 0.7964
Epoch 9/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4310 - accuracy: 0.7964
Epoch 10/500
113/113 [==============================] - 0s 917us/step - loss: 0.4298 - accuracy: 0.7964
Epoch 11/500
113/113 [==============================] - 0s 987us/step - loss: 0.4288 - accuracy: 0.7964
Epoch 12/500
113/113 [==============================] - 0s 951us/step - loss: 0.4276 - accuracy: 0.7964
Epoch 13/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4264 - accuracy: 0.7964
Epoch 14/500
113/113 [==============================] - 0s 946us/step - loss: 0.4251 - accuracy: 0.7964
Epoch 15/500
113/113 [==============================] - 0s 936us/step - loss: 0.4238 - accuracy: 0.8075
Epoch 16/500
113/113 [==============================] - 0s 966us/step - loss: 0.4223 - accuracy: 0.8154
Epoch 17/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4212 - accuracy: 0.8178
Epoch 18/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4200 - accuracy: 0.8214
Epoch 19/500
113/113 [==============================] - 0s 921us/step - loss: 0.4191 - accuracy: 0.8225
Epoch 20/500
113/113 [==============================] - 0s 956us/step - loss: 0.4182 - accuracy: 0.8274
Epoch 21/500
113/113 [==============================] - 0s 937us/step - loss: 0.4173 - accuracy: 0.8278
Epoch 22/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4165 - accuracy: 0.8263
Epoch 23/500
113/113 [==============================] - 0s 906us/step - loss: 0.4157 - accuracy: 0.8283
Epoch 24/500
113/113 [==============================] - 0s 949us/step - loss: 0.4152 - accuracy: 0.8290
Epoch 25/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4146 - accuracy: 0.8292
Epoch 26/500
113/113 [==============================] - 0s 867us/step - loss: 0.4138 - accuracy: 0.8308
Epoch 27/500
113/113 [==============================] - 0s 896us/step - loss: 0.4134 - accuracy: 0.8306
Epoch 28/500
113/113 [==============================] - 0s 867us/step - loss: 0.4128 - accuracy: 0.8318
Epoch 29/500
113/113 [==============================] - 0s 907us/step - loss: 0.4125 - accuracy: 0.8321
Epoch 30/500
113/113 [==============================] - 0s 885us/step - loss: 0.4119 - accuracy: 0.8331
Epoch 31/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4108 - accuracy: 0.8343
Epoch 32/500
113/113 [==============================] - 0s 850us/step - loss: 0.4112 - accuracy: 0.8326
Epoch 33/500
113/113 [==============================] - 0s 883us/step - loss: 0.4106 - accuracy: 0.8335
Epoch 34/500
113/113 [==============================] - 0s 999us/step - loss: 0.4102 - accuracy: 0.8340
Epoch 35/500
113/113 [==============================] - 0s 866us/step - loss: 0.4097 - accuracy: 0.8340
Epoch 36/500
113/113 [==============================] - 0s 914us/step - loss: 0.4091 - accuracy: 0.8346
Epoch 37/500
113/113 [==============================] - 0s 864us/step - loss: 0.4090 - accuracy: 0.8349
Epoch 38/500
113/113 [==============================] - 0s 882us/step - loss: 0.4086 - accuracy: 0.8343
Epoch 39/500
113/113 [==============================] - 0s 850us/step - loss: 0.4082 - accuracy: 0.8346
Epoch 40/500
113/113 [==============================] - 0s 870us/step - loss: 0.4078 - accuracy: 0.8354
Epoch 41/500
113/113 [==============================] - 0s 919us/step - loss: 0.4073 - accuracy: 0.8331
Epoch 42/500
113/113 [==============================] - 0s 851us/step - loss: 0.4071 - accuracy: 0.8364
Epoch 43/500
113/113 [==============================] - 0s 909us/step - loss: 0.4069 - accuracy: 0.8365
Epoch 44/500
113/113 [==============================] - 0s 889us/step - loss: 0.4065 - accuracy: 0.8350
Epoch 45/500
113/113 [==============================] - 0s 877us/step - loss: 0.4064 - accuracy: 0.8353
Epoch 46/500
113/113 [==============================] - 0s 907us/step - loss: 0.4060 - accuracy: 0.8364
Epoch 47/500
113/113 [==============================] - 0s 872us/step - loss: 0.4057 - accuracy: 0.8361
Epoch 48/500
113/113 [==============================] - 0s 888us/step - loss: 0.4055 - accuracy: 0.8358
Epoch 49/500
113/113 [==============================] - 0s 858us/step - loss: 0.4051 - accuracy: 0.8356
Epoch 50/500
113/113 [==============================] - 0s 841us/step - loss: 0.4050 - accuracy: 0.8367
Epoch 51/500
113/113 [==============================] - 0s 912us/step - loss: 0.4048 - accuracy: 0.8354
Epoch 52/500
113/113 [==============================] - 0s 841us/step - loss: 0.4046 - accuracy: 0.8354
Epoch 53/500
113/113 [==============================] - 0s 965us/step - loss: 0.4045 - accuracy: 0.8361
Epoch 54/500
113/113 [==============================] - 0s 917us/step - loss: 0.4043 - accuracy: 0.8357
Epoch 55/500
113/113 [==============================] - 0s 852us/step - loss: 0.4041 - accuracy: 0.8356
Epoch 56/500
113/113 [==============================] - 0s 946us/step - loss: 0.4039 - accuracy: 0.8358
Epoch 57/500
113/113 [==============================] - 0s 871us/step - loss: 0.4039 - accuracy: 0.8350
Epoch 58/500
113/113 [==============================] - 0s 877us/step - loss: 0.4037 - accuracy: 0.8354
Epoch 59/500
113/113 [==============================] - 0s 851us/step - loss: 0.4036 - accuracy: 0.8358
Epoch 60/500
113/113 [==============================] - 0s 874us/step - loss: 0.4032 - accuracy: 0.8360
Epoch 61/500
113/113 [==============================] - 0s 869us/step - loss: 0.4033 - accuracy: 0.8357
Epoch 62/500
113/113 [==============================] - 0s 849us/step - loss: 0.4032 - accuracy: 0.8371
Epoch 63/500
113/113 [==============================] - 0s 968us/step - loss: 0.4031 - accuracy: 0.8356
Epoch 64/500
113/113 [==============================] - 0s 856us/step - loss: 0.4028 - accuracy: 0.8349
Epoch 65/500
113/113 [==============================] - 0s 874us/step - loss: 0.4027 - accuracy: 0.8356
Epoch 66/500
113/113 [==============================] - 0s 884us/step - loss: 0.4027 - accuracy: 0.8361
Epoch 67/500
113/113 [==============================] - 0s 866us/step - loss: 0.4025 - accuracy: 0.8358
Epoch 68/500
113/113 [==============================] - 0s 899us/step - loss: 0.4023 - accuracy: 0.8365
Epoch 69/500
113/113 [==============================] - 0s 843us/step - loss: 0.4022 - accuracy: 0.8364
Epoch 70/500
113/113 [==============================] - 0s 882us/step - loss: 0.4020 - accuracy: 0.83560s - loss: 0.4123 - accuracy: 0.83
Epoch 71/500
113/113 [==============================] - 0s 852us/step - loss: 0.4018 - accuracy: 0.8349
Epoch 72/500
113/113 [==============================] - 0s 848us/step - loss: 0.4018 - accuracy: 0.8356
Epoch 73/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4016 - accuracy: 0.8361
Epoch 74/500
113/113 [==============================] - 0s 843us/step - loss: 0.4017 - accuracy: 0.8363
Epoch 75/500
113/113 [==============================] - 0s 884us/step - loss: 0.4014 - accuracy: 0.8351
Epoch 76/500
113/113 [==============================] - 0s 867us/step - loss: 0.4014 - accuracy: 0.8358
Epoch 77/500
113/113 [==============================] - 0s 973us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 78/500
113/113 [==============================] - 0s 889us/step - loss: 0.4012 - accuracy: 0.8356
Epoch 79/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4012 - accuracy: 0.8360
Epoch 80/500
113/113 [==============================] - 0s 910us/step - loss: 0.4009 - accuracy: 0.8371
Epoch 81/500
113/113 [==============================] - 0s 846us/step - loss: 0.4006 - accuracy: 0.8364
Epoch 82/500
113/113 [==============================] - 0s 886us/step - loss: 0.4008 - accuracy: 0.8353
Epoch 83/500
113/113 [==============================] - 0s 890us/step - loss: 0.4007 - accuracy: 0.8357
Epoch 84/500
113/113 [==============================] - 0s 844us/step - loss: 0.4005 - accuracy: 0.8356
Epoch 85/500
113/113 [==============================] - 0s 934us/step - loss: 0.4005 - accuracy: 0.8365
Epoch 86/500
113/113 [==============================] - 0s 853us/step - loss: 0.4003 - accuracy: 0.8354
Epoch 87/500
113/113 [==============================] - 0s 877us/step - loss: 0.4002 - accuracy: 0.8360
Epoch 88/500
113/113 [==============================] - 0s 851us/step - loss: 0.4000 - accuracy: 0.8351
Epoch 89/500
113/113 [==============================] - 0s 877us/step - loss: 0.4001 - accuracy: 0.8357
Epoch 90/500
113/113 [==============================] - 0s 884us/step - loss: 0.3999 - accuracy: 0.8356
Epoch 91/500
113/113 [==============================] - ETA: 0s - loss: 0.3978 - accuracy: 0.83 - 0s 848us/step - loss: 0.3998 - accuracy: 0.8360
Epoch 92/500
113/113 [==============================] - 0s 994us/step - loss: 0.3996 - accuracy: 0.8349
Epoch 93/500
113/113 [==============================] - 0s 856us/step - loss: 0.3997 - accuracy: 0.8361
Epoch 94/500
113/113 [==============================] - 0s 882us/step - loss: 0.3995 - accuracy: 0.8363
Epoch 95/500
113/113 [==============================] - 0s 917us/step - loss: 0.3995 - accuracy: 0.8361
Epoch 96/500
113/113 [==============================] - 0s 854us/step - loss: 0.3995 - accuracy: 0.8358
Epoch 97/500
113/113 [==============================] - 0s 915us/step - loss: 0.3993 - accuracy: 0.8360
Epoch 98/500
113/113 [==============================] - 0s 849us/step - loss: 0.3992 - accuracy: 0.8357
Epoch 99/500
113/113 [==============================] - 0s 888us/step - loss: 0.3992 - accuracy: 0.8360
Epoch 100/500
113/113 [==============================] - 0s 881us/step - loss: 0.3990 - accuracy: 0.8363
Epoch 101/500
113/113 [==============================] - 0s 845us/step - loss: 0.3990 - accuracy: 0.8363
Epoch 102/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8358
Epoch 103/500
113/113 [==============================] - 0s 860us/step - loss: 0.3989 - accuracy: 0.8356
Epoch 104/500
113/113 [==============================] - 0s 876us/step - loss: 0.3987 - accuracy: 0.8358
Epoch 105/500
113/113 [==============================] - 0s 887us/step - loss: 0.3987 - accuracy: 0.8363
Epoch 106/500
113/113 [==============================] - 0s 884us/step - loss: 0.3986 - accuracy: 0.8354
Epoch 107/500
113/113 [==============================] - 0s 849us/step - loss: 0.3985 - accuracy: 0.8361
Epoch 108/500
113/113 [==============================] - 0s 854us/step - loss: 0.3986 - accuracy: 0.8363
Epoch 109/500
113/113 [==============================] - 0s 879us/step - loss: 0.3984 - accuracy: 0.8369
Epoch 110/500
113/113 [==============================] - 0s 867us/step - loss: 0.3984 - accuracy: 0.8357
Epoch 111/500
113/113 [==============================] - 0s 887us/step - loss: 0.3985 - accuracy: 0.8360
Epoch 112/500
113/113 [==============================] - 0s 939us/step - loss: 0.3983 - accuracy: 0.8368
Epoch 113/500
113/113 [==============================] - 0s 849us/step - loss: 0.3985 - accuracy: 0.8364
Epoch 114/500
113/113 [==============================] - 0s 930us/step - loss: 0.3983 - accuracy: 0.8361
Epoch 115/500
113/113 [==============================] - 0s 865us/step - loss: 0.3982 - accuracy: 0.8361
Epoch 116/500
113/113 [==============================] - 0s 886us/step - loss: 0.3983 - accuracy: 0.8369
Epoch 117/500
113/113 [==============================] - 0s 849us/step - loss: 0.3980 - accuracy: 0.8369
Epoch 118/500
113/113 [==============================] - 0s 851us/step - loss: 0.3979 - accuracy: 0.8363
Epoch 119/500
113/113 [==============================] - 0s 871us/step - loss: 0.3983 - accuracy: 0.8372
Epoch 120/500
113/113 [==============================] - 0s 864us/step - loss: 0.3979 - accuracy: 0.8367
Epoch 121/500
113/113 [==============================] - 0s 897us/step - loss: 0.3979 - accuracy: 0.8360
Epoch 122/500
113/113 [==============================] - 0s 876us/step - loss: 0.3978 - accuracy: 0.8361
Epoch 123/500
113/113 [==============================] - 0s 848us/step - loss: 0.3981 - accuracy: 0.8360
Epoch 124/500
113/113 [==============================] - 0s 886us/step - loss: 0.3979 - accuracy: 0.8358
Epoch 125/500
113/113 [==============================] - 0s 882us/step - loss: 0.3977 - accuracy: 0.8367
Epoch 126/500
113/113 [==============================] - 0s 874us/step - loss: 0.3978 - accuracy: 0.8357
Epoch 127/500
113/113 [==============================] - 0s 846us/step - loss: 0.3979 - accuracy: 0.8361
Epoch 128/500
113/113 [==============================] - 0s 859us/step - loss: 0.3980 - accuracy: 0.8363
Epoch 129/500
113/113 [==============================] - 0s 872us/step - loss: 0.3978 - accuracy: 0.8357
Epoch 130/500
113/113 [==============================] - 0s 864us/step - loss: 0.3977 - accuracy: 0.8364
Epoch 131/500
113/113 [==============================] - 0s 901us/step - loss: 0.3977 - accuracy: 0.8350
Epoch 132/500
113/113 [==============================] - 0s 982us/step - loss: 0.3979 - accuracy: 0.8363
Epoch 133/500
113/113 [==============================] - 0s 851us/step - loss: 0.3977 - accuracy: 0.8365
Epoch 134/500
113/113 [==============================] - 0s 904us/step - loss: 0.3972 - accuracy: 0.8357
Epoch 135/500
113/113 [==============================] - 0s 866us/step - loss: 0.3977 - accuracy: 0.8374
Epoch 136/500
113/113 [==============================] - 0s 884us/step - loss: 0.3977 - accuracy: 0.8361
Epoch 137/500
113/113 [==============================] - 0s 840us/step - loss: 0.3977 - accuracy: 0.8358
Epoch 138/500
113/113 [==============================] - 0s 919us/step - loss: 0.3974 - accuracy: 0.8360
Epoch 139/500
113/113 [==============================] - 0s 847us/step - loss: 0.3976 - accuracy: 0.8358
Epoch 140/500
113/113 [==============================] - 0s 861us/step - loss: 0.3975 - accuracy: 0.8364
Epoch 141/500
113/113 [==============================] - 0s 989us/step - loss: 0.3976 - accuracy: 0.8354
Epoch 142/500
113/113 [==============================] - 0s 874us/step - loss: 0.3974 - accuracy: 0.8349
Epoch 143/500
113/113 [==============================] - 0s 871us/step - loss: 0.3977 - accuracy: 0.8369
Epoch 144/500
113/113 [==============================] - 0s 848us/step - loss: 0.3974 - accuracy: 0.8338
Epoch 145/500
113/113 [==============================] - 0s 867us/step - loss: 0.3972 - accuracy: 0.8357
Epoch 146/500
113/113 [==============================] - 0s 882us/step - loss: 0.3977 - accuracy: 0.8347
Epoch 147/500
113/113 [==============================] - 0s 852us/step - loss: 0.3978 - accuracy: 0.8350
Epoch 148/500
113/113 [==============================] - 0s 964us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 149/500
113/113 [==============================] - 0s 847us/step - loss: 0.3974 - accuracy: 0.8350
Epoch 150/500
113/113 [==============================] - 0s 859us/step - loss: 0.3976 - accuracy: 0.8364
Epoch 151/500
113/113 [==============================] - 0s 875us/step - loss: 0.3975 - accuracy: 0.8364
Epoch 152/500
113/113 [==============================] - 0s 863us/step - loss: 0.3976 - accuracy: 0.8361
Epoch 153/500
113/113 [==============================] - 0s 879us/step - loss: 0.3975 - accuracy: 0.8356
Epoch 154/500
113/113 [==============================] - 0s 902us/step - loss: 0.3972 - accuracy: 0.8368
Epoch 155/500
113/113 [==============================] - 0s 867us/step - loss: 0.3972 - accuracy: 0.8343
Epoch 156/500
113/113 [==============================] - 0s 870us/step - loss: 0.3974 - accuracy: 0.8368
Epoch 157/500
113/113 [==============================] - 0s 844us/step - loss: 0.3974 - accuracy: 0.8354
Epoch 158/500
113/113 [==============================] - 0s 896us/step - loss: 0.3975 - accuracy: 0.8363
Epoch 159/500
113/113 [==============================] - 0s 845us/step - loss: 0.3973 - accuracy: 0.8360
Epoch 160/500
113/113 [==============================] - 0s 870us/step - loss: 0.3975 - accuracy: 0.8357
Epoch 161/500
113/113 [==============================] - 0s 885us/step - loss: 0.3973 - accuracy: 0.8353
Epoch 162/500
113/113 [==============================] - 0s 853us/step - loss: 0.3973 - accuracy: 0.8357
Epoch 163/500
113/113 [==============================] - 0s 976us/step - loss: 0.3971 - accuracy: 0.8350
Epoch 164/500
113/113 [==============================] - 0s 851us/step - loss: 0.3972 - accuracy: 0.8357
Epoch 165/500
113/113 [==============================] - 0s 901us/step - loss: 0.3974 - accuracy: 0.8354
Epoch 166/500
113/113 [==============================] - 0s 849us/step - loss: 0.3974 - accuracy: 0.8353
Epoch 167/500
113/113 [==============================] - 0s 850us/step - loss: 0.3974 - accuracy: 0.8357
Epoch 168/500
113/113 [==============================] - 0s 886us/step - loss: 0.3972 - accuracy: 0.8351
Epoch 169/500
113/113 [==============================] - 0s 852us/step - loss: 0.3972 - accuracy: 0.8358
Epoch 170/500
113/113 [==============================] - 0s 981us/step - loss: 0.3974 - accuracy: 0.8364
Epoch 171/500
113/113 [==============================] - 0s 847us/step - loss: 0.3972 - accuracy: 0.8351
Epoch 172/500
113/113 [==============================] - 0s 842us/step - loss: 0.3973 - accuracy: 0.8368
Epoch 173/500
113/113 [==============================] - 0s 871us/step - loss: 0.3970 - accuracy: 0.8361
Epoch 174/500
113/113 [==============================] - 0s 877us/step - loss: 0.3974 - accuracy: 0.8349
Epoch 175/500
113/113 [==============================] - 0s 877us/step - loss: 0.3972 - accuracy: 0.8382
Epoch 176/500
113/113 [==============================] - 0s 853us/step - loss: 0.3972 - accuracy: 0.8353
Epoch 177/500
113/113 [==============================] - 0s 849us/step - loss: 0.3973 - accuracy: 0.8367
Epoch 178/500
113/113 [==============================] - 0s 874us/step - loss: 0.3971 - accuracy: 0.8358
Epoch 179/500
113/113 [==============================] - 0s 853us/step - loss: 0.3971 - accuracy: 0.8368
Epoch 180/500
113/113 [==============================] - 0s 928us/step - loss: 0.3972 - accuracy: 0.8350
Epoch 181/500
113/113 [==============================] - 0s 991us/step - loss: 0.3972 - accuracy: 0.8361
Epoch 182/500
113/113 [==============================] - 0s 930us/step - loss: 0.3970 - accuracy: 0.8349
Epoch 183/500
113/113 [==============================] - 0s 964us/step - loss: 0.3971 - accuracy: 0.8351
Epoch 184/500
113/113 [==============================] - 0s 955us/step - loss: 0.3973 - accuracy: 0.8354
Epoch 185/500
113/113 [==============================] - 0s 952us/step - loss: 0.3972 - accuracy: 0.8349
Epoch 186/500
113/113 [==============================] - 0s 931us/step - loss: 0.3970 - accuracy: 0.8363
Epoch 187/500
113/113 [==============================] - 0s 972us/step - loss: 0.3972 - accuracy: 0.8361
Epoch 188/500
113/113 [==============================] - 0s 949us/step - loss: 0.3972 - accuracy: 0.8360
Epoch 189/500
113/113 [==============================] - 0s 992us/step - loss: 0.3972 - accuracy: 0.8353
Epoch 190/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3971 - accuracy: 0.8356
Epoch 191/500
113/113 [==============================] - 0s 972us/step - loss: 0.3972 - accuracy: 0.8349
Epoch 192/500
113/113 [==============================] - 0s 942us/step - loss: 0.3971 - accuracy: 0.8360
Epoch 193/500
113/113 [==============================] - 0s 853us/step - loss: 0.3971 - accuracy: 0.8365
Epoch 194/500
113/113 [==============================] - 0s 881us/step - loss: 0.3970 - accuracy: 0.8368
Epoch 195/500
113/113 [==============================] - 0s 857us/step - loss: 0.3970 - accuracy: 0.8354
Epoch 196/500
113/113 [==============================] - 0s 889us/step - loss: 0.3971 - accuracy: 0.8344
Epoch 197/500
113/113 [==============================] - 0s 921us/step - loss: 0.3969 - accuracy: 0.8356
Epoch 198/500
113/113 [==============================] - 0s 858us/step - loss: 0.3970 - accuracy: 0.8344
Epoch 199/500
113/113 [==============================] - 0s 927us/step - loss: 0.3968 - accuracy: 0.8351
Epoch 200/500
113/113 [==============================] - 0s 853us/step - loss: 0.3970 - accuracy: 0.8358
Epoch 201/500
113/113 [==============================] - 0s 875us/step - loss: 0.3970 - accuracy: 0.8365
Epoch 202/500
113/113 [==============================] - 0s 868us/step - loss: 0.3971 - accuracy: 0.8358
Epoch 203/500
113/113 [==============================] - 0s 872us/step - loss: 0.3970 - accuracy: 0.8361
Epoch 204/500
113/113 [==============================] - 0s 898us/step - loss: 0.3970 - accuracy: 0.8363
Epoch 205/500
113/113 [==============================] - 0s 844us/step - loss: 0.3968 - accuracy: 0.8353
Epoch 206/500
113/113 [==============================] - 0s 874us/step - loss: 0.3972 - accuracy: 0.8374
Epoch 207/500
113/113 [==============================] - 0s 860us/step - loss: 0.3971 - accuracy: 0.8353
Epoch 208/500
113/113 [==============================] - 0s 878us/step - loss: 0.3967 - accuracy: 0.8364
Epoch 209/500
113/113 [==============================] - 0s 964us/step - loss: 0.3969 - accuracy: 0.8360
Epoch 210/500
113/113 [==============================] - 0s 858us/step - loss: 0.3967 - accuracy: 0.8369
Epoch 211/500
113/113 [==============================] - 0s 928us/step - loss: 0.3970 - accuracy: 0.8367
Epoch 212/500
113/113 [==============================] - 0s 852us/step - loss: 0.3970 - accuracy: 0.8364
Epoch 213/500
113/113 [==============================] - 0s 874us/step - loss: 0.3968 - accuracy: 0.8357
Epoch 214/500
113/113 [==============================] - 0s 857us/step - loss: 0.3967 - accuracy: 0.8363
Epoch 215/500
113/113 [==============================] - 0s 853us/step - loss: 0.3970 - accuracy: 0.8350
Epoch 216/500
113/113 [==============================] - 0s 879us/step - loss: 0.3967 - accuracy: 0.8363
Epoch 217/500
113/113 [==============================] - 0s 864us/step - loss: 0.3968 - accuracy: 0.8351
Epoch 218/500
113/113 [==============================] - 0s 910us/step - loss: 0.3967 - accuracy: 0.8356
Epoch 219/500
113/113 [==============================] - 0s 954us/step - loss: 0.3968 - accuracy: 0.8353
Epoch 220/500
113/113 [==============================] - 0s 862us/step - loss: 0.3969 - accuracy: 0.8353
Epoch 221/500
113/113 [==============================] - 0s 867us/step - loss: 0.3968 - accuracy: 0.8360
Epoch 222/500
113/113 [==============================] - 0s 857us/step - loss: 0.3967 - accuracy: 0.8354
Epoch 223/500
113/113 [==============================] - 0s 929us/step - loss: 0.3966 - accuracy: 0.8364
Epoch 224/500
113/113 [==============================] - 0s 842us/step - loss: 0.3967 - accuracy: 0.8354
Epoch 225/500
113/113 [==============================] - 0s 836us/step - loss: 0.3969 - accuracy: 0.8363
Epoch 226/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3963 - accuracy: 0.8363
Epoch 227/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8356
Epoch 228/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3969 - accuracy: 0.8350
Epoch 229/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8358
Epoch 230/500
113/113 [==============================] - 0s 844us/step - loss: 0.3967 - accuracy: 0.8363
Epoch 231/500
113/113 [==============================] - 0s 931us/step - loss: 0.3965 - accuracy: 0.8357
Epoch 232/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3968 - accuracy: 0.8358
Epoch 233/500
113/113 [==============================] - 0s 844us/step - loss: 0.3966 - accuracy: 0.8358
Epoch 234/500
113/113 [==============================] - 0s 875us/step - loss: 0.3967 - accuracy: 0.8357
Epoch 235/500
113/113 [==============================] - 0s 851us/step - loss: 0.3965 - accuracy: 0.8369
Epoch 236/500
113/113 [==============================] - 0s 897us/step - loss: 0.3967 - accuracy: 0.8353
Epoch 237/500
113/113 [==============================] - 0s 928us/step - loss: 0.3966 - accuracy: 0.8346
Epoch 238/500
113/113 [==============================] - 0s 844us/step - loss: 0.3964 - accuracy: 0.8351
Epoch 239/500
113/113 [==============================] - 0s 886us/step - loss: 0.3967 - accuracy: 0.8350
Epoch 240/500
113/113 [==============================] - 0s 854us/step - loss: 0.3967 - accuracy: 0.8350
Epoch 241/500
113/113 [==============================] - 0s 861us/step - loss: 0.3967 - accuracy: 0.8358
Epoch 242/500
113/113 [==============================] - 0s 875us/step - loss: 0.3967 - accuracy: 0.8344
Epoch 243/500
113/113 [==============================] - 0s 899us/step - loss: 0.3964 - accuracy: 0.8336
Epoch 244/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8357
Epoch 245/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3968 - accuracy: 0.8356
Epoch 246/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3965 - accuracy: 0.8354
Epoch 247/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3967 - accuracy: 0.8360
Epoch 248/500
113/113 [==============================] - 0s 860us/step - loss: 0.3966 - accuracy: 0.8346
Epoch 249/500
113/113 [==============================] - 0s 857us/step - loss: 0.3966 - accuracy: 0.8358
Epoch 250/500
113/113 [==============================] - 0s 891us/step - loss: 0.3965 - accuracy: 0.8364
Epoch 251/500
113/113 [==============================] - 0s 847us/step - loss: 0.3965 - accuracy: 0.8360
Epoch 252/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3965 - accuracy: 0.8365
Epoch 253/500
113/113 [==============================] - 0s 885us/step - loss: 0.3965 - accuracy: 0.8368
Epoch 254/500
113/113 [==============================] - 0s 962us/step - loss: 0.3966 - accuracy: 0.8356
Epoch 255/500
113/113 [==============================] - 0s 859us/step - loss: 0.3962 - accuracy: 0.8367
Epoch 256/500
113/113 [==============================] - 0s 840us/step - loss: 0.3967 - accuracy: 0.8358
Epoch 257/500
113/113 [==============================] - 0s 877us/step - loss: 0.3965 - accuracy: 0.8361
Epoch 258/500
113/113 [==============================] - 0s 860us/step - loss: 0.3964 - accuracy: 0.8364
Epoch 259/500
113/113 [==============================] - 0s 899us/step - loss: 0.3964 - accuracy: 0.8358
Epoch 260/500
113/113 [==============================] - 0s 854us/step - loss: 0.3964 - accuracy: 0.8343
Epoch 261/500
113/113 [==============================] - 0s 855us/step - loss: 0.3964 - accuracy: 0.8361
Epoch 262/500
113/113 [==============================] - 0s 897us/step - loss: 0.3964 - accuracy: 0.8353
Epoch 263/500
113/113 [==============================] - 0s 850us/step - loss: 0.3964 - accuracy: 0.8374
Epoch 264/500
113/113 [==============================] - 0s 929us/step - loss: 0.3963 - accuracy: 0.8346
Epoch 265/500
113/113 [==============================] - 0s 859us/step - loss: 0.3963 - accuracy: 0.8360
Epoch 266/500
113/113 [==============================] - 0s 855us/step - loss: 0.3966 - accuracy: 0.8358
Epoch 267/500
113/113 [==============================] - 0s 899us/step - loss: 0.3966 - accuracy: 0.83610s - loss: 0.3966 - accuracy: 0.83
Epoch 268/500
113/113 [==============================] - 0s 850us/step - loss: 0.3966 - accuracy: 0.8354
Epoch 269/500
113/113 [==============================] - 0s 906us/step - loss: 0.3963 - accuracy: 0.8360
Epoch 270/500
113/113 [==============================] - 0s 846us/step - loss: 0.3966 - accuracy: 0.8358
Epoch 271/500
113/113 [==============================] - 0s 923us/step - loss: 0.3963 - accuracy: 0.8367
Epoch 272/500
113/113 [==============================] - 0s 834us/step - loss: 0.3965 - accuracy: 0.8365
Epoch 273/500
113/113 [==============================] - 0s 850us/step - loss: 0.3964 - accuracy: 0.8353
Epoch 274/500
113/113 [==============================] - 0s 947us/step - loss: 0.3964 - accuracy: 0.8354
Epoch 275/500
113/113 [==============================] - 0s 838us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 276/500
113/113 [==============================] - 0s 876us/step - loss: 0.3964 - accuracy: 0.8372
Epoch 277/500
113/113 [==============================] - 0s 869us/step - loss: 0.3964 - accuracy: 0.8354
Epoch 278/500
113/113 [==============================] - 0s 848us/step - loss: 0.3963 - accuracy: 0.8347
Epoch 279/500
113/113 [==============================] - 0s 983us/step - loss: 0.3965 - accuracy: 0.8367
Epoch 280/500
113/113 [==============================] - 0s 843us/step - loss: 0.3963 - accuracy: 0.8361
Epoch 281/500
113/113 [==============================] - 0s 878us/step - loss: 0.3964 - accuracy: 0.8360
Epoch 282/500
113/113 [==============================] - 0s 886us/step - loss: 0.3964 - accuracy: 0.8361
Epoch 283/500
113/113 [==============================] - 0s 862us/step - loss: 0.3965 - accuracy: 0.8372
Epoch 284/500
113/113 [==============================] - 0s 903us/step - loss: 0.3964 - accuracy: 0.8358
Epoch 285/500
113/113 [==============================] - 0s 844us/step - loss: 0.3965 - accuracy: 0.8361
Epoch 286/500
113/113 [==============================] - 0s 879us/step - loss: 0.3963 - accuracy: 0.8356
Epoch 287/500
113/113 [==============================] - 0s 869us/step - loss: 0.3963 - accuracy: 0.8353
Epoch 288/500
113/113 [==============================] - 0s 852us/step - loss: 0.3963 - accuracy: 0.8349
Epoch 289/500
113/113 [==============================] - 0s 927us/step - loss: 0.3963 - accuracy: 0.8360
Epoch 290/500
113/113 [==============================] - 0s 865us/step - loss: 0.3962 - accuracy: 0.8364
Epoch 291/500
113/113 [==============================] - 0s 878us/step - loss: 0.3962 - accuracy: 0.8344
Epoch 292/500
113/113 [==============================] - 0s 867us/step - loss: 0.3964 - accuracy: 0.8350
Epoch 293/500
113/113 [==============================] - 0s 867us/step - loss: 0.3963 - accuracy: 0.8372
Epoch 294/500
113/113 [==============================] - 0s 941us/step - loss: 0.3961 - accuracy: 0.8378
Epoch 295/500
113/113 [==============================] - 0s 846us/step - loss: 0.3962 - accuracy: 0.8356
Epoch 296/500
113/113 [==============================] - 0s 901us/step - loss: 0.3963 - accuracy: 0.8357
Epoch 297/500
113/113 [==============================] - 0s 846us/step - loss: 0.3963 - accuracy: 0.8367
Epoch 298/500
113/113 [==============================] - 0s 849us/step - loss: 0.3962 - accuracy: 0.8361
Epoch 299/500
113/113 [==============================] - 0s 910us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 300/500
113/113 [==============================] - 0s 846us/step - loss: 0.3962 - accuracy: 0.8354
Epoch 301/500
113/113 [==============================] - 0s 896us/step - loss: 0.3962 - accuracy: 0.8357
Epoch 302/500
113/113 [==============================] - 0s 843us/step - loss: 0.3962 - accuracy: 0.8363
Epoch 303/500
113/113 [==============================] - 0s 914us/step - loss: 0.3963 - accuracy: 0.8361
Epoch 304/500
113/113 [==============================] - 0s 867us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 305/500
113/113 [==============================] - 0s 916us/step - loss: 0.3963 - accuracy: 0.8365
Epoch 306/500
113/113 [==============================] - 0s 882us/step - loss: 0.3963 - accuracy: 0.8356
Epoch 307/500
113/113 [==============================] - 0s 853us/step - loss: 0.3962 - accuracy: 0.8347
Epoch 308/500
113/113 [==============================] - 0s 902us/step - loss: 0.3962 - accuracy: 0.8357
Epoch 309/500
113/113 [==============================] - 0s 852us/step - loss: 0.3961 - accuracy: 0.8353
Epoch 310/500
113/113 [==============================] - 0s 851us/step - loss: 0.3963 - accuracy: 0.8360
Epoch 311/500
113/113 [==============================] - 0s 888us/step - loss: 0.3963 - accuracy: 0.8363
Epoch 312/500
113/113 [==============================] - 0s 855us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 313/500
113/113 [==============================] - 0s 959us/step - loss: 0.3963 - accuracy: 0.8375
Epoch 314/500
113/113 [==============================] - 0s 851us/step - loss: 0.3961 - accuracy: 0.8364
Epoch 315/500
113/113 [==============================] - 0s 854us/step - loss: 0.3961 - accuracy: 0.8354
Epoch 316/500
113/113 [==============================] - 0s 904us/step - loss: 0.3963 - accuracy: 0.8353
Epoch 317/500
113/113 [==============================] - 0s 852us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 318/500
113/113 [==============================] - 0s 902us/step - loss: 0.3962 - accuracy: 0.8342
Epoch 319/500
113/113 [==============================] - 0s 850us/step - loss: 0.3963 - accuracy: 0.8365
Epoch 320/500
113/113 [==============================] - 0s 865us/step - loss: 0.3964 - accuracy: 0.8357
Epoch 321/500
113/113 [==============================] - 0s 882us/step - loss: 0.3963 - accuracy: 0.8351
Epoch 322/500
113/113 [==============================] - 0s 881us/step - loss: 0.3962 - accuracy: 0.8354
Epoch 323/500
113/113 [==============================] - 0s 884us/step - loss: 0.3962 - accuracy: 0.8351
Epoch 324/500
113/113 [==============================] - 0s 850us/step - loss: 0.3961 - accuracy: 0.8344
Epoch 325/500
113/113 [==============================] - 0s 860us/step - loss: 0.3962 - accuracy: 0.8358
Epoch 326/500
113/113 [==============================] - 0s 887us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 327/500
113/113 [==============================] - 0s 846us/step - loss: 0.3963 - accuracy: 0.8364
Epoch 328/500
113/113 [==============================] - 0s 904us/step - loss: 0.3962 - accuracy: 0.8357
Epoch 329/500
113/113 [==============================] - 0s 852us/step - loss: 0.3962 - accuracy: 0.8372
Epoch 330/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8361
Epoch 331/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3961 - accuracy: 0.8365
Epoch 332/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3964 - accuracy: 0.8351
Epoch 333/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8356
Epoch 334/500
113/113 [==============================] - 0s 880us/step - loss: 0.3960 - accuracy: 0.8374
Epoch 335/500
113/113 [==============================] - 0s 940us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 336/500
113/113 [==============================] - 0s 825us/step - loss: 0.3961 - accuracy: 0.8351
Epoch 337/500
113/113 [==============================] - 0s 940us/step - loss: 0.3962 - accuracy: 0.8357
Epoch 338/500
113/113 [==============================] - 0s 901us/step - loss: 0.3963 - accuracy: 0.8356
Epoch 339/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8363
Epoch 340/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8356
Epoch 341/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8356
Epoch 342/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8363
Epoch 343/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8367
Epoch 344/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8361
Epoch 345/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8358
Epoch 346/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8357
Epoch 347/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8367
Epoch 348/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8354
Epoch 349/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3963 - accuracy: 0.8375
Epoch 350/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8349
Epoch 351/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8367
Epoch 352/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8358
Epoch 353/500
113/113 [==============================] - 0s 994us/step - loss: 0.3959 - accuracy: 0.8351
Epoch 354/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8343
Epoch 355/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8360
Epoch 356/500
113/113 [==============================] - 0s 963us/step - loss: 0.3958 - accuracy: 0.8368
Epoch 357/500
113/113 [==============================] - 0s 961us/step - loss: 0.3962 - accuracy: 0.8367
Epoch 358/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8339
Epoch 359/500
113/113 [==============================] - 0s 963us/step - loss: 0.3962 - accuracy: 0.8360
Epoch 360/500
113/113 [==============================] - 0s 949us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 361/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8358
Epoch 362/500
113/113 [==============================] - 0s 962us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 363/500
113/113 [==============================] - 0s 907us/step - loss: 0.3962 - accuracy: 0.8379
Epoch 364/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8368
Epoch 365/500
113/113 [==============================] - 0s 995us/step - loss: 0.3962 - accuracy: 0.8353
Epoch 366/500
113/113 [==============================] - 0s 879us/step - loss: 0.3961 - accuracy: 0.8358
Epoch 367/500
113/113 [==============================] - 0s 884us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 368/500
113/113 [==============================] - 0s 865us/step - loss: 0.3962 - accuracy: 0.8361
Epoch 369/500
113/113 [==============================] - 0s 961us/step - loss: 0.3963 - accuracy: 0.8358
Epoch 370/500
113/113 [==============================] - 0s 997us/step - loss: 0.3961 - accuracy: 0.8368
Epoch 371/500
113/113 [==============================] - 0s 859us/step - loss: 0.3959 - accuracy: 0.8350
Epoch 372/500
113/113 [==============================] - 0s 875us/step - loss: 0.3962 - accuracy: 0.8363
Epoch 373/500
113/113 [==============================] - 0s 877us/step - loss: 0.3962 - accuracy: 0.8371
Epoch 374/500
113/113 [==============================] - 0s 824us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 375/500
113/113 [==============================] - 0s 881us/step - loss: 0.3962 - accuracy: 0.8340
Epoch 376/500
113/113 [==============================] - 0s 916us/step - loss: 0.3961 - accuracy: 0.8372
Epoch 377/500
113/113 [==============================] - 0s 884us/step - loss: 0.3962 - accuracy: 0.8346
Epoch 378/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8357
Epoch 379/500
113/113 [==============================] - 0s 878us/step - loss: 0.3960 - accuracy: 0.8354
Epoch 380/500
113/113 [==============================] - 0s 880us/step - loss: 0.3960 - accuracy: 0.8361
Epoch 381/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8367
Epoch 382/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8350
Epoch 383/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8354
Epoch 384/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3961 - accuracy: 0.8365
Epoch 385/500
113/113 [==============================] - 0s 994us/step - loss: 0.3962 - accuracy: 0.8350
Epoch 386/500
113/113 [==============================] - 0s 940us/step - loss: 0.3961 - accuracy: 0.8354
Epoch 387/500
113/113 [==============================] - 0s 964us/step - loss: 0.3958 - accuracy: 0.8381
Epoch 388/500
113/113 [==============================] - 0s 967us/step - loss: 0.3961 - accuracy: 0.8350
Epoch 389/500
113/113 [==============================] - 0s 989us/step - loss: 0.3962 - accuracy: 0.8357
Epoch 390/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8354
Epoch 391/500
113/113 [==============================] - 0s 982us/step - loss: 0.3963 - accuracy: 0.8365
Epoch 392/500
113/113 [==============================] - 0s 856us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 393/500
113/113 [==============================] - 0s 879us/step - loss: 0.3961 - accuracy: 0.8356
Epoch 394/500
113/113 [==============================] - 0s 920us/step - loss: 0.3961 - accuracy: 0.8353
Epoch 395/500
113/113 [==============================] - 0s 852us/step - loss: 0.3961 - accuracy: 0.8361
Epoch 396/500
113/113 [==============================] - 0s 886us/step - loss: 0.3961 - accuracy: 0.8336
Epoch 397/500
113/113 [==============================] - 0s 842us/step - loss: 0.3961 - accuracy: 0.8365
Epoch 398/500
113/113 [==============================] - 0s 908us/step - loss: 0.3958 - accuracy: 0.8354
Epoch 399/500
113/113 [==============================] - 0s 904us/step - loss: 0.3962 - accuracy: 0.8367
Epoch 400/500
113/113 [==============================] - 0s 845us/step - loss: 0.3960 - accuracy: 0.8350
Epoch 401/500
113/113 [==============================] - 0s 932us/step - loss: 0.3962 - accuracy: 0.8354
Epoch 402/500
113/113 [==============================] - 0s 869us/step - loss: 0.3961 - accuracy: 0.8354
Epoch 403/500
113/113 [==============================] - 0s 887us/step - loss: 0.3960 - accuracy: 0.8350
Epoch 404/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3963 - accuracy: 0.8356
Epoch 405/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3960 - accuracy: 0.8356
Epoch 406/500
113/113 [==============================] - 0s 874us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 407/500
113/113 [==============================] - 0s 883us/step - loss: 0.3959 - accuracy: 0.8349
Epoch 408/500
113/113 [==============================] - 0s 847us/step - loss: 0.3962 - accuracy: 0.8346
Epoch 409/500
113/113 [==============================] - 0s 970us/step - loss: 0.3961 - accuracy: 0.8353
Epoch 410/500
113/113 [==============================] - 0s 838us/step - loss: 0.3960 - accuracy: 0.8356
Epoch 411/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3960 - accuracy: 0.8350: 0s - loss: 0.3846 - accuracy:
Epoch 412/500
113/113 [==============================] - 0s 864us/step - loss: 0.3959 - accuracy: 0.8358
Epoch 413/500
113/113 [==============================] - 0s 876us/step - loss: 0.3959 - accuracy: 0.8364
Epoch 414/500
113/113 [==============================] - 0s 848us/step - loss: 0.3962 - accuracy: 0.8357
Epoch 415/500
113/113 [==============================] - 0s 938us/step - loss: 0.3959 - accuracy: 0.8361
Epoch 416/500
113/113 [==============================] - 0s 850us/step - loss: 0.3960 - accuracy: 0.8368
Epoch 417/500
113/113 [==============================] - 0s 956us/step - loss: 0.3961 - accuracy: 0.8350
Epoch 418/500
113/113 [==============================] - 0s 948us/step - loss: 0.3961 - accuracy: 0.8361
Epoch 419/500
113/113 [==============================] - 0s 854us/step - loss: 0.3962 - accuracy: 0.8350
Epoch 420/500
113/113 [==============================] - 0s 924us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 421/500
113/113 [==============================] - 0s 852us/step - loss: 0.3959 - accuracy: 0.8358
Epoch 422/500
113/113 [==============================] - 0s 837us/step - loss: 0.3961 - accuracy: 0.8367
Epoch 423/500
113/113 [==============================] - 0s 897us/step - loss: 0.3958 - accuracy: 0.8367
Epoch 424/500
113/113 [==============================] - 0s 895us/step - loss: 0.3963 - accuracy: 0.8343
Epoch 425/500
113/113 [==============================] - 0s 896us/step - loss: 0.3961 - accuracy: 0.8343
Epoch 426/500
113/113 [==============================] - 0s 886us/step - loss: 0.3962 - accuracy: 0.8360
Epoch 427/500
113/113 [==============================] - 0s 973us/step - loss: 0.3962 - accuracy: 0.8365
Epoch 428/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8356
Epoch 429/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8374
Epoch 430/500
113/113 [==============================] - 0s 968us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 431/500
113/113 [==============================] - 0s 965us/step - loss: 0.3962 - accuracy: 0.8346
Epoch 432/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3958 - accuracy: 0.8372
Epoch 433/500
113/113 [==============================] - 0s 942us/step - loss: 0.3959 - accuracy: 0.8354
Epoch 434/500
113/113 [==============================] - 0s 984us/step - loss: 0.3961 - accuracy: 0.8347
Epoch 435/500
113/113 [==============================] - 0s 978us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 436/500
113/113 [==============================] - 0s 864us/step - loss: 0.3960 - accuracy: 0.8367
Epoch 437/500
113/113 [==============================] - 0s 892us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 438/500
113/113 [==============================] - 0s 873us/step - loss: 0.3955 - accuracy: 0.8378
Epoch 439/500
113/113 [==============================] - 0s 984us/step - loss: 0.3960 - accuracy: 0.8369
Epoch 440/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3962 - accuracy: 0.8360
Epoch 441/500
113/113 [==============================] - 0s 852us/step - loss: 0.3961 - accuracy: 0.8347
Epoch 442/500
113/113 [==============================] - 0s 847us/step - loss: 0.3961 - accuracy: 0.8354
Epoch 443/500
113/113 [==============================] - 0s 890us/step - loss: 0.3960 - accuracy: 0.8371
Epoch 444/500
113/113 [==============================] - 0s 917us/step - loss: 0.3959 - accuracy: 0.8361
Epoch 445/500
113/113 [==============================] - 0s 869us/step - loss: 0.3961 - accuracy: 0.8371
Epoch 446/500
113/113 [==============================] - 0s 897us/step - loss: 0.3961 - accuracy: 0.8353
Epoch 447/500
113/113 [==============================] - 0s 902us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 448/500
113/113 [==============================] - 0s 902us/step - loss: 0.3960 - accuracy: 0.8368
Epoch 449/500
113/113 [==============================] - 0s 852us/step - loss: 0.3960 - accuracy: 0.8361
Epoch 450/500
113/113 [==============================] - 0s 879us/step - loss: 0.3961 - accuracy: 0.8350
Epoch 451/500
113/113 [==============================] - 0s 865us/step - loss: 0.3960 - accuracy: 0.8368
Epoch 452/500
113/113 [==============================] - 0s 865us/step - loss: 0.3960 - accuracy: 0.8367
Epoch 453/500
113/113 [==============================] - 0s 906us/step - loss: 0.3959 - accuracy: 0.8353
Epoch 454/500
113/113 [==============================] - 0s 876us/step - loss: 0.3961 - accuracy: 0.8365
Epoch 455/500
113/113 [==============================] - 0s 970us/step - loss: 0.3959 - accuracy: 0.8357
Epoch 456/500
113/113 [==============================] - 0s 857us/step - loss: 0.3960 - accuracy: 0.8356
Epoch 457/500
113/113 [==============================] - 0s 883us/step - loss: 0.3960 - accuracy: 0.8371
Epoch 458/500
113/113 [==============================] - 0s 906us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 459/500
113/113 [==============================] - 0s 855us/step - loss: 0.3960 - accuracy: 0.8365
Epoch 460/500
113/113 [==============================] - 0s 873us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 461/500
113/113 [==============================] - 0s 887us/step - loss: 0.3960 - accuracy: 0.8361
Epoch 462/500
113/113 [==============================] - 0s 887us/step - loss: 0.3959 - accuracy: 0.8367
Epoch 463/500
113/113 [==============================] - 0s 876us/step - loss: 0.3962 - accuracy: 0.8369
Epoch 464/500
113/113 [==============================] - 0s 901us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 465/500
113/113 [==============================] - 0s 936us/step - loss: 0.3959 - accuracy: 0.8356
Epoch 466/500
113/113 [==============================] - 0s 865us/step - loss: 0.3960 - accuracy: 0.8350
Epoch 467/500
113/113 [==============================] - 0s 894us/step - loss: 0.3961 - accuracy: 0.8360
Epoch 468/500
113/113 [==============================] - 0s 877us/step - loss: 0.3959 - accuracy: 0.8349
Epoch 469/500
113/113 [==============================] - 0s 849us/step - loss: 0.3962 - accuracy: 0.8354
Epoch 470/500
113/113 [==============================] - 0s 886us/step - loss: 0.3959 - accuracy: 0.8354
Epoch 471/500
113/113 [==============================] - 0s 873us/step - loss: 0.3959 - accuracy: 0.8353
Epoch 472/500
113/113 [==============================] - 0s 883us/step - loss: 0.3959 - accuracy: 0.8364
Epoch 473/500
113/113 [==============================] - 0s 872us/step - loss: 0.3959 - accuracy: 0.8354
Epoch 474/500
113/113 [==============================] - 0s 922us/step - loss: 0.3959 - accuracy: 0.8374
Epoch 475/500
113/113 [==============================] - 0s 848us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 476/500
113/113 [==============================] - 0s 847us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 477/500
113/113 [==============================] - 0s 891us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 478/500
113/113 [==============================] - 0s 872us/step - loss: 0.3960 - accuracy: 0.8363
Epoch 479/500
113/113 [==============================] - 0s 891us/step - loss: 0.3959 - accuracy: 0.8346
Epoch 480/500
113/113 [==============================] - 0s 856us/step - loss: 0.3959 - accuracy: 0.8365
Epoch 481/500
113/113 [==============================] - 0s 849us/step - loss: 0.3960 - accuracy: 0.8351
Epoch 482/500
113/113 [==============================] - 0s 889us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 483/500
113/113 [==============================] - 0s 860us/step - loss: 0.3960 - accuracy: 0.8376
Epoch 484/500
113/113 [==============================] - 0s 953us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 485/500
113/113 [==============================] - 0s 848us/step - loss: 0.3960 - accuracy: 0.8357
Epoch 486/500
113/113 [==============================] - 0s 899us/step - loss: 0.3960 - accuracy: 0.8358
Epoch 487/500
113/113 [==============================] - 0s 880us/step - loss: 0.3960 - accuracy: 0.8349
Epoch 488/500
113/113 [==============================] - 0s 869us/step - loss: 0.3961 - accuracy: 0.8363
Epoch 489/500
113/113 [==============================] - 0s 875us/step - loss: 0.3959 - accuracy: 0.8363
Epoch 490/500
113/113 [==============================] - 0s 849us/step - loss: 0.3960 - accuracy: 0.8360
Epoch 491/500
113/113 [==============================] - 0s 874us/step - loss: 0.3962 - accuracy: 0.8361
Epoch 492/500
113/113 [==============================] - 0s 887us/step - loss: 0.3960 - accuracy: 0.8354
Epoch 493/500
113/113 [==============================] - 0s 858us/step - loss: 0.3961 - accuracy: 0.8357
Epoch 494/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3959 - accuracy: 0.8346
Epoch 495/500
113/113 [==============================] - 0s 849us/step - loss: 0.3959 - accuracy: 0.8357
Epoch 496/500
113/113 [==============================] - 0s 845us/step - loss: 0.3959 - accuracy: 0.8356
Epoch 497/500
113/113 [==============================] - 0s 909us/step - loss: 0.3961 - accuracy: 0.8361
Epoch 498/500
113/113 [==============================] - 0s 846us/step - loss: 0.3960 - accuracy: 0.8353
Epoch 499/500
113/113 [==============================] - 0s 893us/step - loss: 0.3962 - accuracy: 0.8349
Epoch 500/500
113/113 [==============================] - 0s 845us/step - loss: 0.3959 - accuracy: 0.8360
Epoch 1/500
113/113 [==============================] - 0s 961us/step - loss: 0.6624 - accuracy: 0.7976
Epoch 2/500
113/113 [==============================] - 0s 931us/step - loss: 0.5749 - accuracy: 0.7985
Epoch 3/500
113/113 [==============================] - 0s 904us/step - loss: 0.4825 - accuracy: 0.7985
Epoch 4/500
113/113 [==============================] - 0s 963us/step - loss: 0.4437 - accuracy: 0.7985
Epoch 5/500
113/113 [==============================] - 0s 926us/step - loss: 0.4323 - accuracy: 0.7985
Epoch 6/500
113/113 [==============================] - 0s 946us/step - loss: 0.4271 - accuracy: 0.7987
Epoch 7/500
113/113 [==============================] - 0s 977us/step - loss: 0.4246 - accuracy: 0.8072
Epoch 8/500
113/113 [==============================] - 0s 958us/step - loss: 0.4223 - accuracy: 0.8211
Epoch 9/500
113/113 [==============================] - 0s 916us/step - loss: 0.4203 - accuracy: 0.8257
Epoch 10/500
113/113 [==============================] - 0s 952us/step - loss: 0.4183 - accuracy: 0.8289
Epoch 11/500
113/113 [==============================] - 0s 947us/step - loss: 0.4163 - accuracy: 0.8297
Epoch 12/500
113/113 [==============================] - 0s 930us/step - loss: 0.4145 - accuracy: 0.8308
Epoch 13/500
113/113 [==============================] - 0s 954us/step - loss: 0.4129 - accuracy: 0.8339
Epoch 14/500
113/113 [==============================] - 0s 930us/step - loss: 0.4114 - accuracy: 0.8357
Epoch 15/500
113/113 [==============================] - 0s 961us/step - loss: 0.4106 - accuracy: 0.8340
Epoch 16/500
113/113 [==============================] - 0s 948us/step - loss: 0.4094 - accuracy: 0.8353
Epoch 17/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4086 - accuracy: 0.8360
Epoch 18/500
113/113 [==============================] - 0s 921us/step - loss: 0.4078 - accuracy: 0.8357
Epoch 19/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4071 - accuracy: 0.8365
Epoch 20/500
113/113 [==============================] - 0s 928us/step - loss: 0.4064 - accuracy: 0.8368
Epoch 21/500
113/113 [==============================] - 0s 911us/step - loss: 0.4059 - accuracy: 0.8379
Epoch 22/500
113/113 [==============================] - 0s 950us/step - loss: 0.4055 - accuracy: 0.8382
Epoch 23/500
113/113 [==============================] - 0s 913us/step - loss: 0.4050 - accuracy: 0.8356
Epoch 24/500
113/113 [==============================] - 0s 954us/step - loss: 0.4046 - accuracy: 0.8367
Epoch 25/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4041 - accuracy: 0.8358
Epoch 26/500
113/113 [==============================] - 0s 982us/step - loss: 0.4038 - accuracy: 0.8381
Epoch 27/500
113/113 [==============================] - 0s 929us/step - loss: 0.4034 - accuracy: 0.8376
Epoch 28/500
113/113 [==============================] - 0s 923us/step - loss: 0.4030 - accuracy: 0.8374
Epoch 29/500
113/113 [==============================] - 0s 919us/step - loss: 0.4028 - accuracy: 0.8376
Epoch 30/500
113/113 [==============================] - 0s 913us/step - loss: 0.4024 - accuracy: 0.8376
Epoch 31/500
113/113 [==============================] - 0s 965us/step - loss: 0.4023 - accuracy: 0.8382
Epoch 32/500
113/113 [==============================] - 0s 910us/step - loss: 0.4020 - accuracy: 0.8382
Epoch 33/500
113/113 [==============================] - 0s 954us/step - loss: 0.4018 - accuracy: 0.8388
Epoch 34/500
113/113 [==============================] - 0s 939us/step - loss: 0.4015 - accuracy: 0.8371
Epoch 35/500
113/113 [==============================] - 0s 995us/step - loss: 0.4014 - accuracy: 0.8388
Epoch 36/500
113/113 [==============================] - 0s 978us/step - loss: 0.4011 - accuracy: 0.8382
Epoch 37/500
113/113 [==============================] - 0s 946us/step - loss: 0.4010 - accuracy: 0.8378
Epoch 38/500
113/113 [==============================] - 0s 979us/step - loss: 0.4008 - accuracy: 0.8385
Epoch 39/500
113/113 [==============================] - 0s 937us/step - loss: 0.4008 - accuracy: 0.8392
Epoch 40/500
113/113 [==============================] - 0s 958us/step - loss: 0.4006 - accuracy: 0.8389
Epoch 41/500
113/113 [==============================] - 0s 944us/step - loss: 0.4004 - accuracy: 0.8386
Epoch 42/500
113/113 [==============================] - 0s 985us/step - loss: 0.4003 - accuracy: 0.8374
Epoch 43/500
113/113 [==============================] - 0s 931us/step - loss: 0.4001 - accuracy: 0.8390
Epoch 44/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4000 - accuracy: 0.8374
Epoch 45/500
113/113 [==============================] - 0s 924us/step - loss: 0.3998 - accuracy: 0.8385
Epoch 46/500
113/113 [==============================] - 0s 947us/step - loss: 0.3997 - accuracy: 0.8394
Epoch 47/500
113/113 [==============================] - 0s 971us/step - loss: 0.3996 - accuracy: 0.8390
Epoch 48/500
113/113 [==============================] - 0s 943us/step - loss: 0.3993 - accuracy: 0.8386
Epoch 49/500
113/113 [==============================] - 0s 966us/step - loss: 0.3993 - accuracy: 0.8383
Epoch 50/500
113/113 [==============================] - 0s 936us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 51/500
113/113 [==============================] - 0s 944us/step - loss: 0.3990 - accuracy: 0.8383
Epoch 52/500
113/113 [==============================] - 0s 946us/step - loss: 0.3990 - accuracy: 0.8388
Epoch 53/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3991 - accuracy: 0.8378
Epoch 54/500
113/113 [==============================] - 0s 912us/step - loss: 0.3989 - accuracy: 0.8381
Epoch 55/500
113/113 [==============================] - 0s 929us/step - loss: 0.3988 - accuracy: 0.8392
Epoch 56/500
113/113 [==============================] - 0s 957us/step - loss: 0.3988 - accuracy: 0.8379
Epoch 57/500
113/113 [==============================] - 0s 945us/step - loss: 0.3986 - accuracy: 0.8372
Epoch 58/500
113/113 [==============================] - 0s 986us/step - loss: 0.3986 - accuracy: 0.8379
Epoch 59/500
113/113 [==============================] - 0s 934us/step - loss: 0.3986 - accuracy: 0.8376
Epoch 60/500
113/113 [==============================] - 0s 955us/step - loss: 0.3986 - accuracy: 0.8381
Epoch 61/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3987 - accuracy: 0.8385
Epoch 62/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3984 - accuracy: 0.8378
Epoch 63/500
113/113 [==============================] - 0s 930us/step - loss: 0.3985 - accuracy: 0.8388
Epoch 64/500
113/113 [==============================] - 0s 914us/step - loss: 0.3983 - accuracy: 0.8375
Epoch 65/500
113/113 [==============================] - 0s 965us/step - loss: 0.3982 - accuracy: 0.8381
Epoch 66/500
113/113 [==============================] - 0s 962us/step - loss: 0.3982 - accuracy: 0.8383
Epoch 67/500
113/113 [==============================] - 0s 948us/step - loss: 0.3980 - accuracy: 0.8382
Epoch 68/500
113/113 [==============================] - 0s 919us/step - loss: 0.3981 - accuracy: 0.8374
Epoch 69/500
113/113 [==============================] - 0s 955us/step - loss: 0.3980 - accuracy: 0.8383
Epoch 70/500
113/113 [==============================] - 0s 907us/step - loss: 0.3978 - accuracy: 0.8378
Epoch 71/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3976 - accuracy: 0.8372
Epoch 72/500
113/113 [==============================] - 0s 912us/step - loss: 0.3976 - accuracy: 0.8389
Epoch 73/500
113/113 [==============================] - 0s 978us/step - loss: 0.3975 - accuracy: 0.8393
Epoch 74/500
113/113 [==============================] - 0s 972us/step - loss: 0.3973 - accuracy: 0.8378
Epoch 75/500
113/113 [==============================] - 0s 941us/step - loss: 0.3971 - accuracy: 0.8383
Epoch 76/500
113/113 [==============================] - 0s 962us/step - loss: 0.3969 - accuracy: 0.8383
Epoch 77/500
113/113 [==============================] - 0s 914us/step - loss: 0.3969 - accuracy: 0.8382
Epoch 78/500
113/113 [==============================] - 0s 966us/step - loss: 0.3966 - accuracy: 0.8383
Epoch 79/500
113/113 [==============================] - 0s 923us/step - loss: 0.3967 - accuracy: 0.8390
Epoch 80/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3964 - accuracy: 0.8393
Epoch 81/500
113/113 [==============================] - 0s 859us/step - loss: 0.3964 - accuracy: 0.8371
Epoch 82/500
113/113 [==============================] - 0s 870us/step - loss: 0.3963 - accuracy: 0.8388
Epoch 83/500
113/113 [==============================] - 0s 943us/step - loss: 0.3962 - accuracy: 0.8386
Epoch 84/500
113/113 [==============================] - 0s 873us/step - loss: 0.3957 - accuracy: 0.8385
Epoch 85/500
113/113 [==============================] - 0s 883us/step - loss: 0.3961 - accuracy: 0.8385
Epoch 86/500
113/113 [==============================] - 0s 859us/step - loss: 0.3957 - accuracy: 0.8404
Epoch 87/500
113/113 [==============================] - 0s 918us/step - loss: 0.3960 - accuracy: 0.8389
Epoch 88/500
113/113 [==============================] - 0s 862us/step - loss: 0.3957 - accuracy: 0.8379
Epoch 89/500
113/113 [==============================] - 0s 912us/step - loss: 0.3955 - accuracy: 0.8388
Epoch 90/500
113/113 [==============================] - 0s 883us/step - loss: 0.3952 - accuracy: 0.8381
Epoch 91/500
113/113 [==============================] - 0s 873us/step - loss: 0.3955 - accuracy: 0.8393
Epoch 92/500
113/113 [==============================] - 0s 907us/step - loss: 0.3954 - accuracy: 0.8390
Epoch 93/500
113/113 [==============================] - 0s 851us/step - loss: 0.3952 - accuracy: 0.8397
Epoch 94/500
113/113 [==============================] - 0s 855us/step - loss: 0.3950 - accuracy: 0.8390
Epoch 95/500
113/113 [==============================] - 0s 906us/step - loss: 0.3949 - accuracy: 0.8399
Epoch 96/500
113/113 [==============================] - 0s 847us/step - loss: 0.3947 - accuracy: 0.8396
Epoch 97/500
113/113 [==============================] - 0s 886us/step - loss: 0.3945 - accuracy: 0.8396
Epoch 98/500
113/113 [==============================] - 0s 843us/step - loss: 0.3945 - accuracy: 0.8382
Epoch 99/500
113/113 [==============================] - 0s 870us/step - loss: 0.3941 - accuracy: 0.8394
Epoch 100/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3941 - accuracy: 0.8390
Epoch 101/500
113/113 [==============================] - 0s 856us/step - loss: 0.3942 - accuracy: 0.8400
Epoch 102/500
113/113 [==============================] - 0s 884us/step - loss: 0.3940 - accuracy: 0.8392
Epoch 103/500
113/113 [==============================] - 0s 858us/step - loss: 0.3937 - accuracy: 0.8382
Epoch 104/500
113/113 [==============================] - 0s 874us/step - loss: 0.3934 - accuracy: 0.8397
Epoch 105/500
113/113 [==============================] - 0s 862us/step - loss: 0.3935 - accuracy: 0.8393
Epoch 106/500
113/113 [==============================] - 0s 857us/step - loss: 0.3934 - accuracy: 0.8394
Epoch 107/500
113/113 [==============================] - 0s 881us/step - loss: 0.3933 - accuracy: 0.8390
Epoch 108/500
113/113 [==============================] - 0s 855us/step - loss: 0.3932 - accuracy: 0.8400
Epoch 109/500
113/113 [==============================] - 0s 995us/step - loss: 0.3926 - accuracy: 0.8390
Epoch 110/500
113/113 [==============================] - 0s 859us/step - loss: 0.3928 - accuracy: 0.8394
Epoch 111/500
113/113 [==============================] - 0s 893us/step - loss: 0.3923 - accuracy: 0.8392
Epoch 112/500
113/113 [==============================] - 0s 908us/step - loss: 0.3923 - accuracy: 0.8382
Epoch 113/500
113/113 [==============================] - 0s 845us/step - loss: 0.3921 - accuracy: 0.8403
Epoch 114/500
113/113 [==============================] - 0s 889us/step - loss: 0.3920 - accuracy: 0.8388
Epoch 115/500
113/113 [==============================] - 0s 865us/step - loss: 0.3920 - accuracy: 0.8403
Epoch 116/500
113/113 [==============================] - 0s 859us/step - loss: 0.3914 - accuracy: 0.8408
Epoch 117/500
113/113 [==============================] - 0s 891us/step - loss: 0.3919 - accuracy: 0.8400
Epoch 118/500
113/113 [==============================] - 0s 872us/step - loss: 0.3916 - accuracy: 0.8400
Epoch 119/500
113/113 [==============================] - 0s 939us/step - loss: 0.3914 - accuracy: 0.8414
Epoch 120/500
113/113 [==============================] - 0s 848us/step - loss: 0.3914 - accuracy: 0.8399
Epoch 121/500
113/113 [==============================] - 0s 863us/step - loss: 0.3907 - accuracy: 0.8400
Epoch 122/500
113/113 [==============================] - 0s 926us/step - loss: 0.3912 - accuracy: 0.8394
Epoch 123/500
113/113 [==============================] - 0s 846us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 124/500
113/113 [==============================] - 0s 886us/step - loss: 0.3910 - accuracy: 0.8406
Epoch 125/500
113/113 [==============================] - 0s 867us/step - loss: 0.3907 - accuracy: 0.8407
Epoch 126/500
113/113 [==============================] - 0s 841us/step - loss: 0.3908 - accuracy: 0.8406
Epoch 127/500
113/113 [==============================] - 0s 880us/step - loss: 0.3907 - accuracy: 0.8400
Epoch 128/500
113/113 [==============================] - 0s 876us/step - loss: 0.3905 - accuracy: 0.8393
Epoch 129/500
113/113 [==============================] - 0s 922us/step - loss: 0.3906 - accuracy: 0.8404
Epoch 130/500
113/113 [==============================] - 0s 837us/step - loss: 0.3903 - accuracy: 0.8399
Epoch 131/500
113/113 [==============================] - 0s 856us/step - loss: 0.3903 - accuracy: 0.8401
Epoch 132/500
113/113 [==============================] - 0s 975us/step - loss: 0.3904 - accuracy: 0.8396
Epoch 133/500
113/113 [==============================] - 0s 850us/step - loss: 0.3902 - accuracy: 0.8401
Epoch 134/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3899 - accuracy: 0.8404
Epoch 135/500
113/113 [==============================] - 0s 847us/step - loss: 0.3898 - accuracy: 0.8408
Epoch 136/500
113/113 [==============================] - 0s 866us/step - loss: 0.3900 - accuracy: 0.8404
Epoch 137/500
113/113 [==============================] - 0s 861us/step - loss: 0.3899 - accuracy: 0.8390
Epoch 138/500
113/113 [==============================] - 0s 935us/step - loss: 0.3898 - accuracy: 0.8394
Epoch 139/500
113/113 [==============================] - 0s 897us/step - loss: 0.3896 - accuracy: 0.8396
Epoch 140/500
113/113 [==============================] - 0s 830us/step - loss: 0.3894 - accuracy: 0.8399
Epoch 141/500
113/113 [==============================] - 0s 876us/step - loss: 0.3895 - accuracy: 0.8404
Epoch 142/500
113/113 [==============================] - 0s 854us/step - loss: 0.3891 - accuracy: 0.8406
Epoch 143/500
113/113 [==============================] - 0s 844us/step - loss: 0.3893 - accuracy: 0.8418
Epoch 144/500
113/113 [==============================] - 0s 887us/step - loss: 0.3891 - accuracy: 0.8403
Epoch 145/500
113/113 [==============================] - 0s 847us/step - loss: 0.3890 - accuracy: 0.8404
Epoch 146/500
113/113 [==============================] - 0s 882us/step - loss: 0.3888 - accuracy: 0.8410
Epoch 147/500
113/113 [==============================] - 0s 856us/step - loss: 0.3887 - accuracy: 0.8407
Epoch 148/500
113/113 [==============================] - 0s 943us/step - loss: 0.3887 - accuracy: 0.8408
Epoch 149/500
113/113 [==============================] - 0s 914us/step - loss: 0.3886 - accuracy: 0.8385
Epoch 150/500
113/113 [==============================] - 0s 838us/step - loss: 0.3883 - accuracy: 0.8399
Epoch 151/500
113/113 [==============================] - 0s 884us/step - loss: 0.3885 - accuracy: 0.8397
Epoch 152/500
113/113 [==============================] - 0s 859us/step - loss: 0.3883 - accuracy: 0.8394
Epoch 153/500
113/113 [==============================] - 0s 864us/step - loss: 0.3883 - accuracy: 0.8397
Epoch 154/500
113/113 [==============================] - 0s 949us/step - loss: 0.3883 - accuracy: 0.8401
Epoch 155/500
113/113 [==============================] - 0s 842us/step - loss: 0.3882 - accuracy: 0.8403
Epoch 156/500
113/113 [==============================] - 0s 869us/step - loss: 0.3878 - accuracy: 0.8417
Epoch 157/500
113/113 [==============================] - 0s 859us/step - loss: 0.3880 - accuracy: 0.8394
Epoch 158/500
113/113 [==============================] - 0s 997us/step - loss: 0.3878 - accuracy: 0.8396
Epoch 159/500
113/113 [==============================] - 0s 867us/step - loss: 0.3879 - accuracy: 0.8394
Epoch 160/500
113/113 [==============================] - 0s 848us/step - loss: 0.3880 - accuracy: 0.8400
Epoch 161/500
113/113 [==============================] - 0s 886us/step - loss: 0.3877 - accuracy: 0.8413
Epoch 162/500
113/113 [==============================] - 0s 851us/step - loss: 0.3878 - accuracy: 0.8403
Epoch 163/500
113/113 [==============================] - 0s 880us/step - loss: 0.3878 - accuracy: 0.8399
Epoch 164/500
113/113 [==============================] - 0s 866us/step - loss: 0.3875 - accuracy: 0.8400
Epoch 165/500
113/113 [==============================] - 0s 857us/step - loss: 0.3878 - accuracy: 0.8401
Epoch 166/500
113/113 [==============================] - 0s 868us/step - loss: 0.3875 - accuracy: 0.8381
Epoch 167/500
113/113 [==============================] - 0s 849us/step - loss: 0.3875 - accuracy: 0.8406
Epoch 168/500
113/113 [==============================] - 0s 948us/step - loss: 0.3876 - accuracy: 0.8379
Epoch 169/500
113/113 [==============================] - 0s 862us/step - loss: 0.3872 - accuracy: 0.8394
Epoch 170/500
113/113 [==============================] - 0s 886us/step - loss: 0.3873 - accuracy: 0.8399
Epoch 171/500
113/113 [==============================] - 0s 871us/step - loss: 0.3874 - accuracy: 0.8404
Epoch 172/500
113/113 [==============================] - 0s 838us/step - loss: 0.3875 - accuracy: 0.8385
Epoch 173/500
113/113 [==============================] - 0s 877us/step - loss: 0.3874 - accuracy: 0.8396
Epoch 174/500
113/113 [==============================] - 0s 862us/step - loss: 0.3873 - accuracy: 0.8390
Epoch 175/500
113/113 [==============================] - 0s 867us/step - loss: 0.3873 - accuracy: 0.8392
Epoch 176/500
113/113 [==============================] - 0s 872us/step - loss: 0.3871 - accuracy: 0.8385
Epoch 177/500
113/113 [==============================] - 0s 870us/step - loss: 0.3872 - accuracy: 0.8408
Epoch 178/500
113/113 [==============================] - 0s 890us/step - loss: 0.3870 - accuracy: 0.8393
Epoch 179/500
113/113 [==============================] - 0s 858us/step - loss: 0.3871 - accuracy: 0.8393
Epoch 180/500
113/113 [==============================] - 0s 835us/step - loss: 0.3869 - accuracy: 0.8404
Epoch 181/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3870 - accuracy: 0.8400
Epoch 182/500
113/113 [==============================] - 0s 848us/step - loss: 0.3867 - accuracy: 0.8399
Epoch 183/500
113/113 [==============================] - 0s 855us/step - loss: 0.3868 - accuracy: 0.8401
Epoch 184/500
113/113 [==============================] - 0s 886us/step - loss: 0.3871 - accuracy: 0.8397
Epoch 185/500
113/113 [==============================] - 0s 833us/step - loss: 0.3869 - accuracy: 0.8385
Epoch 186/500
113/113 [==============================] - 0s 884us/step - loss: 0.3868 - accuracy: 0.8393
Epoch 187/500
113/113 [==============================] - 0s 896us/step - loss: 0.3868 - accuracy: 0.8397
Epoch 188/500
113/113 [==============================] - 0s 861us/step - loss: 0.3869 - accuracy: 0.8408
Epoch 189/500
113/113 [==============================] - 0s 881us/step - loss: 0.3868 - accuracy: 0.8393
Epoch 190/500
113/113 [==============================] - 0s 871us/step - loss: 0.3868 - accuracy: 0.8390
Epoch 191/500
113/113 [==============================] - 0s 868us/step - loss: 0.3866 - accuracy: 0.8401
Epoch 192/500
113/113 [==============================] - 0s 841us/step - loss: 0.3866 - accuracy: 0.8394
Epoch 193/500
113/113 [==============================] - 0s 847us/step - loss: 0.3865 - accuracy: 0.8382
Epoch 194/500
113/113 [==============================] - 0s 887us/step - loss: 0.3868 - accuracy: 0.8393
Epoch 195/500
113/113 [==============================] - 0s 840us/step - loss: 0.3867 - accuracy: 0.8399
Epoch 196/500
113/113 [==============================] - 0s 903us/step - loss: 0.3865 - accuracy: 0.8401
Epoch 197/500
113/113 [==============================] - 0s 932us/step - loss: 0.3867 - accuracy: 0.8397
Epoch 198/500
113/113 [==============================] - 0s 885us/step - loss: 0.3866 - accuracy: 0.8393
Epoch 199/500
113/113 [==============================] - 0s 843us/step - loss: 0.3865 - accuracy: 0.8400
Epoch 200/500
113/113 [==============================] - 0s 845us/step - loss: 0.3863 - accuracy: 0.8386
Epoch 201/500
113/113 [==============================] - 0s 870us/step - loss: 0.3865 - accuracy: 0.8390
Epoch 202/500
113/113 [==============================] - 0s 860us/step - loss: 0.3866 - accuracy: 0.8400
Epoch 203/500
113/113 [==============================] - 0s 861us/step - loss: 0.3863 - accuracy: 0.8400
Epoch 204/500
113/113 [==============================] - 0s 919us/step - loss: 0.3863 - accuracy: 0.8397
Epoch 205/500
113/113 [==============================] - 0s 843us/step - loss: 0.3864 - accuracy: 0.8397
Epoch 206/500
113/113 [==============================] - 0s 877us/step - loss: 0.3865 - accuracy: 0.8399
Epoch 207/500
113/113 [==============================] - 0s 853us/step - loss: 0.3865 - accuracy: 0.8401
Epoch 208/500
113/113 [==============================] - 0s 880us/step - loss: 0.3862 - accuracy: 0.8408
Epoch 209/500
113/113 [==============================] - 0s 876us/step - loss: 0.3864 - accuracy: 0.8393
Epoch 210/500
113/113 [==============================] - 0s 852us/step - loss: 0.3864 - accuracy: 0.8407
Epoch 211/500
113/113 [==============================] - 0s 873us/step - loss: 0.3863 - accuracy: 0.8414
Epoch 212/500
113/113 [==============================] - 0s 850us/step - loss: 0.3860 - accuracy: 0.8396
Epoch 213/500
113/113 [==============================] - 0s 898us/step - loss: 0.3864 - accuracy: 0.8400
Epoch 214/500
113/113 [==============================] - 0s 861us/step - loss: 0.3862 - accuracy: 0.8396
Epoch 215/500
113/113 [==============================] - 0s 844us/step - loss: 0.3863 - accuracy: 0.8399
Epoch 216/500
113/113 [==============================] - 0s 916us/step - loss: 0.3862 - accuracy: 0.8407
Epoch 217/500
113/113 [==============================] - 0s 835us/step - loss: 0.3862 - accuracy: 0.8406
Epoch 218/500
113/113 [==============================] - 0s 866us/step - loss: 0.3860 - accuracy: 0.8394
Epoch 219/500
113/113 [==============================] - 0s 922us/step - loss: 0.3862 - accuracy: 0.8403
Epoch 220/500
113/113 [==============================] - 0s 842us/step - loss: 0.3858 - accuracy: 0.8406
Epoch 221/500
113/113 [==============================] - 0s 868us/step - loss: 0.3857 - accuracy: 0.8393
Epoch 222/500
113/113 [==============================] - 0s 853us/step - loss: 0.3861 - accuracy: 0.8404
Epoch 223/500
113/113 [==============================] - 0s 875us/step - loss: 0.3860 - accuracy: 0.8399
Epoch 224/500
113/113 [==============================] - 0s 876us/step - loss: 0.3859 - accuracy: 0.8403
Epoch 225/500
113/113 [==============================] - 0s 840us/step - loss: 0.3859 - accuracy: 0.8419
Epoch 226/500
113/113 [==============================] - 0s 905us/step - loss: 0.3857 - accuracy: 0.8404
Epoch 227/500
113/113 [==============================] - 0s 861us/step - loss: 0.3860 - accuracy: 0.8392
Epoch 228/500
113/113 [==============================] - 0s 871us/step - loss: 0.3860 - accuracy: 0.8414
Epoch 229/500
113/113 [==============================] - 0s 865us/step - loss: 0.3859 - accuracy: 0.8417
Epoch 230/500
113/113 [==============================] - 0s 853us/step - loss: 0.3859 - accuracy: 0.8408
Epoch 231/500
113/113 [==============================] - 0s 877us/step - loss: 0.3858 - accuracy: 0.8419
Epoch 232/500
113/113 [==============================] - 0s 839us/step - loss: 0.3859 - accuracy: 0.8408
Epoch 233/500
113/113 [==============================] - 0s 878us/step - loss: 0.3858 - accuracy: 0.8408
Epoch 234/500
113/113 [==============================] - 0s 866us/step - loss: 0.3858 - accuracy: 0.8411
Epoch 235/500
113/113 [==============================] - 0s 838us/step - loss: 0.3857 - accuracy: 0.8438
Epoch 236/500
113/113 [==============================] - 0s 861us/step - loss: 0.3859 - accuracy: 0.8410
Epoch 237/500
113/113 [==============================] - 0s 924us/step - loss: 0.3857 - accuracy: 0.8408
Epoch 238/500
113/113 [==============================] - 0s 865us/step - loss: 0.3857 - accuracy: 0.8417
Epoch 239/500
113/113 [==============================] - 0s 859us/step - loss: 0.3857 - accuracy: 0.8419
Epoch 240/500
113/113 [==============================] - 0s 859us/step - loss: 0.3858 - accuracy: 0.8417
Epoch 241/500
113/113 [==============================] - 0s 874us/step - loss: 0.3857 - accuracy: 0.8414
Epoch 242/500
113/113 [==============================] - 0s 848us/step - loss: 0.3856 - accuracy: 0.8425
Epoch 243/500
113/113 [==============================] - 0s 883us/step - loss: 0.3856 - accuracy: 0.8411
Epoch 244/500
113/113 [==============================] - 0s 871us/step - loss: 0.3857 - accuracy: 0.8421
Epoch 245/500
113/113 [==============================] - 0s 839us/step - loss: 0.3856 - accuracy: 0.8408
Epoch 246/500
113/113 [==============================] - 0s 881us/step - loss: 0.3858 - accuracy: 0.8411
Epoch 247/500
113/113 [==============================] - 0s 875us/step - loss: 0.3854 - accuracy: 0.8414
Epoch 248/500
113/113 [==============================] - 0s 869us/step - loss: 0.3853 - accuracy: 0.8425
Epoch 249/500
113/113 [==============================] - 0s 861us/step - loss: 0.3853 - accuracy: 0.8424
Epoch 250/500
113/113 [==============================] - 0s 853us/step - loss: 0.3858 - accuracy: 0.8417
Epoch 251/500
113/113 [==============================] - 0s 867us/step - loss: 0.3855 - accuracy: 0.8415
Epoch 252/500
113/113 [==============================] - 0s 859us/step - loss: 0.3857 - accuracy: 0.8411
Epoch 253/500
113/113 [==============================] - 0s 870us/step - loss: 0.3854 - accuracy: 0.8407
Epoch 254/500
113/113 [==============================] - 0s 956us/step - loss: 0.3855 - accuracy: 0.8410
Epoch 255/500
113/113 [==============================] - 0s 857us/step - loss: 0.3853 - accuracy: 0.8406
Epoch 256/500
113/113 [==============================] - 0s 881us/step - loss: 0.3854 - accuracy: 0.8413
Epoch 257/500
113/113 [==============================] - 0s 943us/step - loss: 0.3855 - accuracy: 0.8401
Epoch 258/500
113/113 [==============================] - 0s 870us/step - loss: 0.3855 - accuracy: 0.8410
Epoch 259/500
113/113 [==============================] - 0s 853us/step - loss: 0.3854 - accuracy: 0.8413
Epoch 260/500
113/113 [==============================] - 0s 878us/step - loss: 0.3851 - accuracy: 0.8421
Epoch 261/500
113/113 [==============================] - 0s 856us/step - loss: 0.3852 - accuracy: 0.8413
Epoch 262/500
113/113 [==============================] - 0s 864us/step - loss: 0.3855 - accuracy: 0.8411
Epoch 263/500
113/113 [==============================] - 0s 876us/step - loss: 0.3855 - accuracy: 0.8411
Epoch 264/500
113/113 [==============================] - 0s 878us/step - loss: 0.3851 - accuracy: 0.8414
Epoch 265/500
113/113 [==============================] - 0s 871us/step - loss: 0.3854 - accuracy: 0.8417
Epoch 266/500
113/113 [==============================] - 0s 891us/step - loss: 0.3852 - accuracy: 0.8417
Epoch 267/500
113/113 [==============================] - 0s 848us/step - loss: 0.3853 - accuracy: 0.8411
Epoch 268/500
113/113 [==============================] - 0s 866us/step - loss: 0.3854 - accuracy: 0.8417
Epoch 269/500
113/113 [==============================] - 0s 930us/step - loss: 0.3853 - accuracy: 0.8413
Epoch 270/500
113/113 [==============================] - 0s 891us/step - loss: 0.3852 - accuracy: 0.8414
Epoch 271/500
113/113 [==============================] - 0s 851us/step - loss: 0.3849 - accuracy: 0.8408
Epoch 272/500
113/113 [==============================] - 0s 842us/step - loss: 0.3854 - accuracy: 0.8413
Epoch 273/500
113/113 [==============================] - 0s 876us/step - loss: 0.3852 - accuracy: 0.8406
Epoch 274/500
113/113 [==============================] - 0s 867us/step - loss: 0.3851 - accuracy: 0.8410
Epoch 275/500
113/113 [==============================] - 0s 863us/step - loss: 0.3851 - accuracy: 0.8421
Epoch 276/500
113/113 [==============================] - 0s 854us/step - loss: 0.3854 - accuracy: 0.8413
Epoch 277/500
113/113 [==============================] - 0s 901us/step - loss: 0.3851 - accuracy: 0.8426
Epoch 278/500
113/113 [==============================] - 0s 882us/step - loss: 0.3851 - accuracy: 0.8415
Epoch 279/500
113/113 [==============================] - 0s 863us/step - loss: 0.3852 - accuracy: 0.8403
Epoch 280/500
113/113 [==============================] - 0s 884us/step - loss: 0.3851 - accuracy: 0.8422
Epoch 281/500
113/113 [==============================] - 0s 841us/step - loss: 0.3852 - accuracy: 0.8414
Epoch 282/500
113/113 [==============================] - 0s 848us/step - loss: 0.3849 - accuracy: 0.8415
Epoch 283/500
113/113 [==============================] - 0s 841us/step - loss: 0.3850 - accuracy: 0.8414
Epoch 284/500
113/113 [==============================] - 0s 853us/step - loss: 0.3853 - accuracy: 0.8419
Epoch 285/500
113/113 [==============================] - 0s 839us/step - loss: 0.3851 - accuracy: 0.8417
Epoch 286/500
113/113 [==============================] - 0s 890us/step - loss: 0.3849 - accuracy: 0.8421
Epoch 287/500
113/113 [==============================] - 0s 843us/step - loss: 0.3851 - accuracy: 0.8413
Epoch 288/500
113/113 [==============================] - 0s 854us/step - loss: 0.3851 - accuracy: 0.8421
Epoch 289/500
113/113 [==============================] - 0s 865us/step - loss: 0.3851 - accuracy: 0.8415
Epoch 290/500
113/113 [==============================] - 0s 856us/step - loss: 0.3850 - accuracy: 0.8413
Epoch 291/500
113/113 [==============================] - 0s 853us/step - loss: 0.3850 - accuracy: 0.8411
Epoch 292/500
113/113 [==============================] - 0s 852us/step - loss: 0.3850 - accuracy: 0.8425
Epoch 293/500
113/113 [==============================] - 0s 840us/step - loss: 0.3851 - accuracy: 0.8413
Epoch 294/500
113/113 [==============================] - 0s 852us/step - loss: 0.3847 - accuracy: 0.8428
Epoch 295/500
113/113 [==============================] - 0s 843us/step - loss: 0.3849 - accuracy: 0.8400
Epoch 296/500
113/113 [==============================] - 0s 934us/step - loss: 0.3849 - accuracy: 0.8431
Epoch 297/500
113/113 [==============================] - 0s 849us/step - loss: 0.3850 - accuracy: 0.8413
Epoch 298/500
113/113 [==============================] - 0s 845us/step - loss: 0.3848 - accuracy: 0.8429
Epoch 299/500
113/113 [==============================] - 0s 855us/step - loss: 0.3851 - accuracy: 0.8415
Epoch 300/500
113/113 [==============================] - 0s 850us/step - loss: 0.3849 - accuracy: 0.8403
Epoch 301/500
113/113 [==============================] - 0s 837us/step - loss: 0.3848 - accuracy: 0.8424
Epoch 302/500
113/113 [==============================] - 0s 839us/step - loss: 0.3848 - accuracy: 0.8419
Epoch 303/500
113/113 [==============================] - 0s 844us/step - loss: 0.3848 - accuracy: 0.8415
Epoch 304/500
113/113 [==============================] - 0s 837us/step - loss: 0.3849 - accuracy: 0.8401
Epoch 305/500
113/113 [==============================] - 0s 857us/step - loss: 0.3850 - accuracy: 0.8414
Epoch 306/500
113/113 [==============================] - 0s 942us/step - loss: 0.3848 - accuracy: 0.8415
Epoch 307/500
113/113 [==============================] - 0s 838us/step - loss: 0.3850 - accuracy: 0.8415
Epoch 308/500
113/113 [==============================] - 0s 846us/step - loss: 0.3847 - accuracy: 0.8410
Epoch 309/500
113/113 [==============================] - 0s 899us/step - loss: 0.3851 - accuracy: 0.8406
Epoch 310/500
113/113 [==============================] - 0s 854us/step - loss: 0.3849 - accuracy: 0.8406
Epoch 311/500
113/113 [==============================] - 0s 843us/step - loss: 0.3851 - accuracy: 0.8407
Epoch 312/500
113/113 [==============================] - 0s 851us/step - loss: 0.3849 - accuracy: 0.8407
Epoch 313/500
113/113 [==============================] - 0s 851us/step - loss: 0.3846 - accuracy: 0.8407
Epoch 314/500
113/113 [==============================] - 0s 840us/step - loss: 0.3849 - accuracy: 0.8406
Epoch 315/500
113/113 [==============================] - 0s 853us/step - loss: 0.3849 - accuracy: 0.8414
Epoch 316/500
113/113 [==============================] - 0s 847us/step - loss: 0.3848 - accuracy: 0.8404
Epoch 317/500
113/113 [==============================] - 0s 948us/step - loss: 0.3848 - accuracy: 0.8428
Epoch 318/500
113/113 [==============================] - 0s 843us/step - loss: 0.3849 - accuracy: 0.8399
Epoch 319/500
113/113 [==============================] - 0s 838us/step - loss: 0.3849 - accuracy: 0.8408
Epoch 320/500
113/113 [==============================] - 0s 856us/step - loss: 0.3849 - accuracy: 0.8407
Epoch 321/500
113/113 [==============================] - 0s 839us/step - loss: 0.3846 - accuracy: 0.8421
Epoch 322/500
113/113 [==============================] - 0s 841us/step - loss: 0.3850 - accuracy: 0.8418
Epoch 323/500
113/113 [==============================] - 0s 846us/step - loss: 0.3847 - accuracy: 0.8406
Epoch 324/500
113/113 [==============================] - 0s 837us/step - loss: 0.3849 - accuracy: 0.8415
Epoch 325/500
113/113 [==============================] - 0s 846us/step - loss: 0.3850 - accuracy: 0.8428
Epoch 326/500
113/113 [==============================] - 0s 871us/step - loss: 0.3848 - accuracy: 0.8413
Epoch 327/500
113/113 [==============================] - 0s 854us/step - loss: 0.3845 - accuracy: 0.8411
Epoch 328/500
113/113 [==============================] - 0s 853us/step - loss: 0.3849 - accuracy: 0.8403
Epoch 329/500
113/113 [==============================] - 0s 834us/step - loss: 0.3846 - accuracy: 0.8414
Epoch 330/500
113/113 [==============================] - 0s 860us/step - loss: 0.3849 - accuracy: 0.8393
Epoch 331/500
113/113 [==============================] - 0s 841us/step - loss: 0.3847 - accuracy: 0.8421
Epoch 332/500
113/113 [==============================] - 0s 841us/step - loss: 0.3849 - accuracy: 0.8418
Epoch 333/500
113/113 [==============================] - 0s 832us/step - loss: 0.3848 - accuracy: 0.8413
Epoch 334/500
113/113 [==============================] - 0s 841us/step - loss: 0.3849 - accuracy: 0.8411
Epoch 335/500
113/113 [==============================] - 0s 860us/step - loss: 0.3847 - accuracy: 0.8399
Epoch 336/500
113/113 [==============================] - 0s 920us/step - loss: 0.3849 - accuracy: 0.8414
Epoch 337/500
113/113 [==============================] - 0s 904us/step - loss: 0.3848 - accuracy: 0.8411
Epoch 338/500
113/113 [==============================] - 0s 829us/step - loss: 0.3847 - accuracy: 0.8410
Epoch 339/500
113/113 [==============================] - 0s 845us/step - loss: 0.3846 - accuracy: 0.8417
Epoch 340/500
113/113 [==============================] - 0s 863us/step - loss: 0.3848 - accuracy: 0.8411
Epoch 341/500
113/113 [==============================] - 0s 845us/step - loss: 0.3846 - accuracy: 0.8408
Epoch 342/500
113/113 [==============================] - 0s 835us/step - loss: 0.3849 - accuracy: 0.8411
Epoch 343/500
113/113 [==============================] - 0s 840us/step - loss: 0.3848 - accuracy: 0.8417
Epoch 344/500
113/113 [==============================] - 0s 846us/step - loss: 0.3848 - accuracy: 0.8415
Epoch 345/500
113/113 [==============================] - 0s 849us/step - loss: 0.3848 - accuracy: 0.8418
Epoch 346/500
113/113 [==============================] - 0s 849us/step - loss: 0.3848 - accuracy: 0.8432
Epoch 347/500
113/113 [==============================] - 0s 938us/step - loss: 0.3847 - accuracy: 0.8417
Epoch 348/500
113/113 [==============================] - 0s 844us/step - loss: 0.3849 - accuracy: 0.8399
Epoch 349/500
113/113 [==============================] - 0s 854us/step - loss: 0.3847 - accuracy: 0.8414
Epoch 350/500
113/113 [==============================] - 0s 848us/step - loss: 0.3847 - accuracy: 0.8408
Epoch 351/500
113/113 [==============================] - 0s 847us/step - loss: 0.3848 - accuracy: 0.8413
Epoch 352/500
113/113 [==============================] - 0s 899us/step - loss: 0.3847 - accuracy: 0.8415
Epoch 353/500
113/113 [==============================] - 0s 876us/step - loss: 0.3845 - accuracy: 0.8414
Epoch 354/500
113/113 [==============================] - 0s 846us/step - loss: 0.3847 - accuracy: 0.8421
Epoch 355/500
113/113 [==============================] - 0s 898us/step - loss: 0.3844 - accuracy: 0.8417
Epoch 356/500
113/113 [==============================] - 0s 856us/step - loss: 0.3850 - accuracy: 0.8418
Epoch 357/500
113/113 [==============================] - 0s 883us/step - loss: 0.3845 - accuracy: 0.8418
Epoch 358/500
113/113 [==============================] - 0s 845us/step - loss: 0.3842 - accuracy: 0.8421
Epoch 359/500
113/113 [==============================] - 0s 853us/step - loss: 0.3847 - accuracy: 0.8424
Epoch 360/500
113/113 [==============================] - 0s 881us/step - loss: 0.3846 - accuracy: 0.8431
Epoch 361/500
113/113 [==============================] - 0s 858us/step - loss: 0.3847 - accuracy: 0.8415
Epoch 362/500
113/113 [==============================] - 0s 851us/step - loss: 0.3843 - accuracy: 0.8413
Epoch 363/500
113/113 [==============================] - 0s 837us/step - loss: 0.3847 - accuracy: 0.8419
Epoch 364/500
113/113 [==============================] - 0s 840us/step - loss: 0.3847 - accuracy: 0.8417
Epoch 365/500
113/113 [==============================] - 0s 933us/step - loss: 0.3845 - accuracy: 0.8428
Epoch 366/500
113/113 [==============================] - 0s 834us/step - loss: 0.3848 - accuracy: 0.8413
Epoch 367/500
113/113 [==============================] - 0s 841us/step - loss: 0.3845 - accuracy: 0.8413
Epoch 368/500
113/113 [==============================] - 0s 889us/step - loss: 0.3844 - accuracy: 0.8415
Epoch 369/500
113/113 [==============================] - 0s 861us/step - loss: 0.3847 - accuracy: 0.8414
Epoch 370/500
113/113 [==============================] - 0s 835us/step - loss: 0.3844 - accuracy: 0.8418
Epoch 371/500
113/113 [==============================] - 0s 849us/step - loss: 0.3845 - accuracy: 0.8413
Epoch 372/500
113/113 [==============================] - 0s 828us/step - loss: 0.3844 - accuracy: 0.8425
Epoch 373/500
113/113 [==============================] - 0s 847us/step - loss: 0.3846 - accuracy: 0.8414
Epoch 374/500
113/113 [==============================] - 0s 844us/step - loss: 0.3846 - accuracy: 0.8414
Epoch 375/500
113/113 [==============================] - 0s 845us/step - loss: 0.3845 - accuracy: 0.8414
Epoch 376/500
113/113 [==============================] - 0s 870us/step - loss: 0.3847 - accuracy: 0.8421
Epoch 377/500
113/113 [==============================] - 0s 896us/step - loss: 0.3844 - accuracy: 0.8424
Epoch 378/500
113/113 [==============================] - 0s 835us/step - loss: 0.3842 - accuracy: 0.8426
Epoch 379/500
113/113 [==============================] - 0s 849us/step - loss: 0.3844 - accuracy: 0.8421
Epoch 380/500
113/113 [==============================] - 0s 851us/step - loss: 0.3845 - accuracy: 0.8410
Epoch 381/500
113/113 [==============================] - 0s 877us/step - loss: 0.3845 - accuracy: 0.8418
Epoch 382/500
113/113 [==============================] - 0s 854us/step - loss: 0.3846 - accuracy: 0.8411
Epoch 383/500
113/113 [==============================] - 0s 844us/step - loss: 0.3844 - accuracy: 0.8414
Epoch 384/500
113/113 [==============================] - 0s 844us/step - loss: 0.3844 - accuracy: 0.8413
Epoch 385/500
113/113 [==============================] - 0s 860us/step - loss: 0.3842 - accuracy: 0.8415
Epoch 386/500
113/113 [==============================] - 0s 894us/step - loss: 0.3845 - accuracy: 0.8418
Epoch 387/500
113/113 [==============================] - 0s 831us/step - loss: 0.3843 - accuracy: 0.8419
Epoch 388/500
113/113 [==============================] - 0s 863us/step - loss: 0.3842 - accuracy: 0.8407
Epoch 389/500
113/113 [==============================] - 0s 861us/step - loss: 0.3844 - accuracy: 0.8431
Epoch 390/500
113/113 [==============================] - 0s 854us/step - loss: 0.3845 - accuracy: 0.8417
Epoch 391/500
113/113 [==============================] - 0s 894us/step - loss: 0.3844 - accuracy: 0.8422
Epoch 392/500
113/113 [==============================] - 0s 835us/step - loss: 0.3843 - accuracy: 0.8415
Epoch 393/500
113/113 [==============================] - 0s 835us/step - loss: 0.3845 - accuracy: 0.8417
Epoch 394/500
113/113 [==============================] - 0s 834us/step - loss: 0.3843 - accuracy: 0.8413
Epoch 395/500
113/113 [==============================] - 0s 846us/step - loss: 0.3843 - accuracy: 0.8426
Epoch 396/500
113/113 [==============================] - 0s 960us/step - loss: 0.3844 - accuracy: 0.8411
Epoch 397/500
113/113 [==============================] - 0s 839us/step - loss: 0.3844 - accuracy: 0.8417
Epoch 398/500
113/113 [==============================] - 0s 845us/step - loss: 0.3842 - accuracy: 0.8419
Epoch 399/500
113/113 [==============================] - 0s 866us/step - loss: 0.3843 - accuracy: 0.8407
Epoch 400/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3841 - accuracy: 0.8422
Epoch 401/500
113/113 [==============================] - 0s 856us/step - loss: 0.3841 - accuracy: 0.8421
Epoch 402/500
113/113 [==============================] - 0s 839us/step - loss: 0.3842 - accuracy: 0.8419
Epoch 403/500
113/113 [==============================] - 0s 867us/step - loss: 0.3842 - accuracy: 0.8429
Epoch 404/500
113/113 [==============================] - 0s 859us/step - loss: 0.3844 - accuracy: 0.8419
Epoch 405/500
113/113 [==============================] - 0s 878us/step - loss: 0.3843 - accuracy: 0.8421
Epoch 406/500
113/113 [==============================] - 0s 924us/step - loss: 0.3840 - accuracy: 0.8418
Epoch 407/500
113/113 [==============================] - 0s 854us/step - loss: 0.3837 - accuracy: 0.8432
Epoch 408/500
113/113 [==============================] - 0s 919us/step - loss: 0.3842 - accuracy: 0.8422
Epoch 409/500
113/113 [==============================] - 0s 908us/step - loss: 0.3842 - accuracy: 0.8411
Epoch 410/500
113/113 [==============================] - 0s 890us/step - loss: 0.3842 - accuracy: 0.8419
Epoch 411/500
113/113 [==============================] - 0s 884us/step - loss: 0.3842 - accuracy: 0.8428
Epoch 412/500
113/113 [==============================] - 0s 875us/step - loss: 0.3843 - accuracy: 0.8411
Epoch 413/500
113/113 [==============================] - 0s 848us/step - loss: 0.3842 - accuracy: 0.8408
Epoch 414/500
113/113 [==============================] - 0s 856us/step - loss: 0.3835 - accuracy: 0.8438
Epoch 415/500
113/113 [==============================] - 0s 874us/step - loss: 0.3841 - accuracy: 0.8425
Epoch 416/500
113/113 [==============================] - 0s 967us/step - loss: 0.3842 - accuracy: 0.8410
Epoch 417/500
113/113 [==============================] - 0s 878us/step - loss: 0.3842 - accuracy: 0.8414
Epoch 418/500
113/113 [==============================] - 0s 842us/step - loss: 0.3841 - accuracy: 0.8421
Epoch 419/500
113/113 [==============================] - 0s 851us/step - loss: 0.3841 - accuracy: 0.8418
Epoch 420/500
113/113 [==============================] - 0s 869us/step - loss: 0.3841 - accuracy: 0.8419
Epoch 421/500
113/113 [==============================] - 0s 867us/step - loss: 0.3842 - accuracy: 0.8408
Epoch 422/500
113/113 [==============================] - 0s 896us/step - loss: 0.3841 - accuracy: 0.8414
Epoch 423/500
113/113 [==============================] - 0s 836us/step - loss: 0.3838 - accuracy: 0.8425
Epoch 424/500
113/113 [==============================] - 0s 861us/step - loss: 0.3841 - accuracy: 0.8411
Epoch 425/500
113/113 [==============================] - 0s 878us/step - loss: 0.3840 - accuracy: 0.8431
Epoch 426/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3841 - accuracy: 0.8419
Epoch 427/500
113/113 [==============================] - 0s 878us/step - loss: 0.3841 - accuracy: 0.8415
Epoch 428/500
113/113 [==============================] - 0s 843us/step - loss: 0.3840 - accuracy: 0.8413
Epoch 429/500
113/113 [==============================] - 0s 884us/step - loss: 0.3842 - accuracy: 0.8425
Epoch 430/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3839 - accuracy: 0.8421
Epoch 431/500
113/113 [==============================] - 0s 846us/step - loss: 0.3840 - accuracy: 0.8432
Epoch 432/500
113/113 [==============================] - 0s 886us/step - loss: 0.3840 - accuracy: 0.8413
Epoch 433/500
113/113 [==============================] - 0s 860us/step - loss: 0.3840 - accuracy: 0.8424
Epoch 434/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3840 - accuracy: 0.8413
Epoch 435/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3840 - accuracy: 0.8413
Epoch 436/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3839 - accuracy: 0.8413
Epoch 437/500
113/113 [==============================] - 0s 874us/step - loss: 0.3839 - accuracy: 0.8419
Epoch 438/500
113/113 [==============================] - 0s 970us/step - loss: 0.3842 - accuracy: 0.8431
Epoch 439/500
113/113 [==============================] - 0s 873us/step - loss: 0.3840 - accuracy: 0.8429
Epoch 440/500
113/113 [==============================] - 0s 868us/step - loss: 0.3838 - accuracy: 0.8429
Epoch 441/500
113/113 [==============================] - 0s 851us/step - loss: 0.3838 - accuracy: 0.8418
Epoch 442/500
113/113 [==============================] - 0s 856us/step - loss: 0.3838 - accuracy: 0.8414
Epoch 443/500
113/113 [==============================] - 0s 872us/step - loss: 0.3840 - accuracy: 0.8421
Epoch 444/500
113/113 [==============================] - 0s 939us/step - loss: 0.3839 - accuracy: 0.8418
Epoch 445/500
113/113 [==============================] - 0s 863us/step - loss: 0.3838 - accuracy: 0.8421
Epoch 446/500
113/113 [==============================] - 0s 887us/step - loss: 0.3839 - accuracy: 0.8425
Epoch 447/500
113/113 [==============================] - 0s 861us/step - loss: 0.3839 - accuracy: 0.8424
Epoch 448/500
113/113 [==============================] - 0s 872us/step - loss: 0.3839 - accuracy: 0.8428
Epoch 449/500
113/113 [==============================] - 0s 869us/step - loss: 0.3840 - accuracy: 0.8421
Epoch 450/500
113/113 [==============================] - 0s 862us/step - loss: 0.3838 - accuracy: 0.8424
Epoch 451/500
113/113 [==============================] - 0s 858us/step - loss: 0.3840 - accuracy: 0.8422
Epoch 452/500
113/113 [==============================] - 0s 852us/step - loss: 0.3838 - accuracy: 0.8422
Epoch 453/500
113/113 [==============================] - 0s 877us/step - loss: 0.3840 - accuracy: 0.8419
Epoch 454/500
113/113 [==============================] - 0s 975us/step - loss: 0.3838 - accuracy: 0.8414
Epoch 455/500
113/113 [==============================] - 0s 881us/step - loss: 0.3837 - accuracy: 0.8425
Epoch 456/500
113/113 [==============================] - 0s 839us/step - loss: 0.3836 - accuracy: 0.8421
Epoch 457/500
113/113 [==============================] - 0s 854us/step - loss: 0.3839 - accuracy: 0.8428
Epoch 458/500
113/113 [==============================] - 0s 874us/step - loss: 0.3838 - accuracy: 0.8431
Epoch 459/500
113/113 [==============================] - 0s 856us/step - loss: 0.3839 - accuracy: 0.8426
Epoch 460/500
113/113 [==============================] - 0s 885us/step - loss: 0.3838 - accuracy: 0.8424
Epoch 461/500
113/113 [==============================] - 0s 861us/step - loss: 0.3837 - accuracy: 0.8431
Epoch 462/500
113/113 [==============================] - 0s 849us/step - loss: 0.3839 - accuracy: 0.8415
Epoch 463/500
113/113 [==============================] - 0s 883us/step - loss: 0.3836 - accuracy: 0.8422
Epoch 464/500
113/113 [==============================] - 0s 925us/step - loss: 0.3836 - accuracy: 0.8436
Epoch 465/500
113/113 [==============================] - 0s 886us/step - loss: 0.3838 - accuracy: 0.8446
Epoch 466/500
113/113 [==============================] - 0s 905us/step - loss: 0.3835 - accuracy: 0.8422
Epoch 467/500
113/113 [==============================] - 0s 885us/step - loss: 0.3838 - accuracy: 0.8424
Epoch 468/500
113/113 [==============================] - 0s 835us/step - loss: 0.3837 - accuracy: 0.8424
Epoch 469/500
113/113 [==============================] - 0s 859us/step - loss: 0.3838 - accuracy: 0.8422
Epoch 470/500
113/113 [==============================] - 0s 876us/step - loss: 0.3836 - accuracy: 0.8421
Epoch 471/500
113/113 [==============================] - 0s 863us/step - loss: 0.3838 - accuracy: 0.8424
Epoch 472/500
113/113 [==============================] - 0s 873us/step - loss: 0.3836 - accuracy: 0.8421
Epoch 473/500
113/113 [==============================] - 0s 841us/step - loss: 0.3836 - accuracy: 0.8433
Epoch 474/500
113/113 [==============================] - 0s 962us/step - loss: 0.3837 - accuracy: 0.8440
Epoch 475/500
113/113 [==============================] - 0s 868us/step - loss: 0.3835 - accuracy: 0.8426
Epoch 476/500
113/113 [==============================] - 0s 852us/step - loss: 0.3837 - accuracy: 0.8428
Epoch 477/500
113/113 [==============================] - 0s 894us/step - loss: 0.3834 - accuracy: 0.8438
Epoch 478/500
113/113 [==============================] - 0s 841us/step - loss: 0.3837 - accuracy: 0.8426
Epoch 479/500
113/113 [==============================] - 0s 853us/step - loss: 0.3836 - accuracy: 0.8419
Epoch 480/500
113/113 [==============================] - 0s 885us/step - loss: 0.3838 - accuracy: 0.8431
Epoch 481/500
113/113 [==============================] - 0s 862us/step - loss: 0.3835 - accuracy: 0.8438
Epoch 482/500
113/113 [==============================] - 0s 876us/step - loss: 0.3834 - accuracy: 0.8419
Epoch 483/500
113/113 [==============================] - 0s 962us/step - loss: 0.3833 - accuracy: 0.8433
Epoch 484/500
113/113 [==============================] - 0s 856us/step - loss: 0.3834 - accuracy: 0.8424
Epoch 485/500
113/113 [==============================] - 0s 879us/step - loss: 0.3834 - accuracy: 0.8424
Epoch 486/500
113/113 [==============================] - 0s 857us/step - loss: 0.3836 - accuracy: 0.8415
Epoch 487/500
113/113 [==============================] - 0s 894us/step - loss: 0.3835 - accuracy: 0.8419
Epoch 488/500
113/113 [==============================] - 0s 840us/step - loss: 0.3834 - accuracy: 0.8438
Epoch 489/500
113/113 [==============================] - 0s 853us/step - loss: 0.3835 - accuracy: 0.8436
Epoch 490/500
113/113 [==============================] - 0s 903us/step - loss: 0.3834 - accuracy: 0.8431
Epoch 491/500
113/113 [==============================] - 0s 841us/step - loss: 0.3834 - accuracy: 0.8418
Epoch 492/500
113/113 [==============================] - 0s 898us/step - loss: 0.3834 - accuracy: 0.8432
Epoch 493/500
113/113 [==============================] - 0s 887us/step - loss: 0.3834 - accuracy: 0.8425
Epoch 494/500
113/113 [==============================] - 0s 898us/step - loss: 0.3835 - accuracy: 0.8431
Epoch 495/500
113/113 [==============================] - 0s 881us/step - loss: 0.3833 - accuracy: 0.8419
Epoch 496/500
113/113 [==============================] - 0s 852us/step - loss: 0.3831 - accuracy: 0.8435
Epoch 497/500
113/113 [==============================] - 0s 876us/step - loss: 0.3834 - accuracy: 0.8428
Epoch 498/500
113/113 [==============================] - 0s 860us/step - loss: 0.3835 - accuracy: 0.8436
Epoch 499/500
113/113 [==============================] - 0s 889us/step - loss: 0.3835 - accuracy: 0.8417
Epoch 500/500
113/113 [==============================] - 0s 894us/step - loss: 0.3834 - accuracy: 0.8451
Epoch 1/500
113/113 [==============================] - 0s 849us/step - loss: 0.6521 - accuracy: 0.7944
Epoch 2/500
113/113 [==============================] - 0s 871us/step - loss: 0.5937 - accuracy: 0.7962
Epoch 3/500
113/113 [==============================] - 0s 836us/step - loss: 0.5598 - accuracy: 0.7962
Epoch 4/500
113/113 [==============================] - 0s 824us/step - loss: 0.5396 - accuracy: 0.7962
Epoch 5/500
113/113 [==============================] - 0s 830us/step - loss: 0.5273 - accuracy: 0.7962
Epoch 6/500
113/113 [==============================] - 0s 853us/step - loss: 0.5197 - accuracy: 0.7962
Epoch 7/500
113/113 [==============================] - 0s 815us/step - loss: 0.5148 - accuracy: 0.7962
Epoch 8/500
113/113 [==============================] - 0s 808us/step - loss: 0.5117 - accuracy: 0.7962
Epoch 9/500
113/113 [==============================] - 0s 860us/step - loss: 0.5096 - accuracy: 0.7962
Epoch 10/500
113/113 [==============================] - 0s 857us/step - loss: 0.5083 - accuracy: 0.7962
Epoch 11/500
113/113 [==============================] - 0s 925us/step - loss: 0.5074 - accuracy: 0.7962
Epoch 12/500
113/113 [==============================] - 0s 816us/step - loss: 0.5068 - accuracy: 0.7962
Epoch 13/500
113/113 [==============================] - 0s 847us/step - loss: 0.5064 - accuracy: 0.7962
Epoch 14/500
113/113 [==============================] - 0s 841us/step - loss: 0.5061 - accuracy: 0.7962
Epoch 15/500
113/113 [==============================] - 0s 823us/step - loss: 0.5060 - accuracy: 0.7962
Epoch 16/500
113/113 [==============================] - 0s 857us/step - loss: 0.5058 - accuracy: 0.7962
Epoch 17/500
113/113 [==============================] - 0s 815us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 18/500
113/113 [==============================] - 0s 799us/step - loss: 0.5057 - accuracy: 0.7962
Epoch 19/500
113/113 [==============================] - 0s 967us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 20/500
113/113 [==============================] - 0s 819us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 21/500
113/113 [==============================] - 0s 870us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 22/500
113/113 [==============================] - 0s 820us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 23/500
113/113 [==============================] - 0s 806us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 24/500
113/113 [==============================] - 0s 850us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 25/500
113/113 [==============================] - 0s 811us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 26/500
113/113 [==============================] - 0s 869us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 27/500
113/113 [==============================] - 0s 814us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 28/500
113/113 [==============================] - 0s 821us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 29/500
113/113 [==============================] - 0s 850us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 30/500
113/113 [==============================] - 0s 929us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 31/500
113/113 [==============================] - 0s 882us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 32/500
113/113 [==============================] - 0s 815us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 33/500
113/113 [==============================] - 0s 822us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 34/500
113/113 [==============================] - 0s 838us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 35/500
113/113 [==============================] - 0s 813us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 36/500
113/113 [==============================] - 0s 840us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 37/500
113/113 [==============================] - 0s 843us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 38/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 39/500
113/113 [==============================] - 0s 888us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 40/500
113/113 [==============================] - 0s 827us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 41/500
113/113 [==============================] - 0s 860us/step - loss: 0.5056 - accuracy: 0.7962
Epoch 42/500
113/113 [==============================] - 0s 862us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 43/500
113/113 [==============================] - 0s 842us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 44/500
113/113 [==============================] - 0s 856us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 45/500
113/113 [==============================] - 0s 810us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 46/500
113/113 [==============================] - 0s 816us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 47/500
113/113 [==============================] - 0s 936us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 48/500
113/113 [==============================] - 0s 856us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 49/500
113/113 [==============================] - 0s 843us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 50/500
113/113 [==============================] - 0s 904us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 51/500
113/113 [==============================] - 0s 816us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 52/500
113/113 [==============================] - 0s 886us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 53/500
113/113 [==============================] - 0s 840us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 54/500
113/113 [==============================] - 0s 857us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 55/500
113/113 [==============================] - 0s 812us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 56/500
113/113 [==============================] - 0s 807us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 57/500
113/113 [==============================] - 0s 855us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 58/500
113/113 [==============================] - 0s 812us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 59/500
113/113 [==============================] - 0s 848us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 60/500
113/113 [==============================] - 0s 822us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 61/500
113/113 [==============================] - 0s 858us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 62/500
113/113 [==============================] - 0s 886us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 63/500
113/113 [==============================] - 0s 878us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 64/500
113/113 [==============================] - 0s 859us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 65/500
113/113 [==============================] - 0s 839us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 66/500
113/113 [==============================] - 0s 833us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 67/500
113/113 [==============================] - 0s 898us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 68/500
113/113 [==============================] - 0s 824us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 69/500
113/113 [==============================] - 0s 873us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 70/500
113/113 [==============================] - 0s 848us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 71/500
113/113 [==============================] - 0s 869us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 72/500
113/113 [==============================] - 0s 880us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 73/500
113/113 [==============================] - 0s 820us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 74/500
113/113 [==============================] - 0s 867us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 75/500
113/113 [==============================] - 0s 828us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 76/500
113/113 [==============================] - 0s 826us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 77/500
113/113 [==============================] - 0s 879us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 78/500
113/113 [==============================] - 0s 826us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 79/500
113/113 [==============================] - 0s 834us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 80/500
113/113 [==============================] - 0s 906us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 81/500
113/113 [==============================] - 0s 874us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 82/500
113/113 [==============================] - 0s 905us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 83/500
113/113 [==============================] - 0s 829us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 84/500
113/113 [==============================] - 0s 832us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 85/500
113/113 [==============================] - 0s 854us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 86/500
113/113 [==============================] - 0s 817us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 87/500
113/113 [==============================] - 0s 866us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 88/500
113/113 [==============================] - 0s 823us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 89/500
113/113 [==============================] - 0s 832us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 90/500
113/113 [==============================] - 0s 997us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 91/500
113/113 [==============================] - 0s 816us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 92/500
113/113 [==============================] - 0s 871us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 93/500
113/113 [==============================] - 0s 833us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 94/500
113/113 [==============================] - 0s 823us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 95/500
113/113 [==============================] - 0s 847us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 96/500
113/113 [==============================] - 0s 824us/step - loss: 0.5055 - accuracy: 0.7962
Epoch 97/500
113/113 [==============================] - 0s 847us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 98/500
113/113 [==============================] - 0s 855us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 99/500
113/113 [==============================] - 0s 835us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 100/500
113/113 [==============================] - 0s 821us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 101/500
113/113 [==============================] - 0s 866us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 102/500
113/113 [==============================] - 0s 954us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 103/500
113/113 [==============================] - 0s 993us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 104/500
113/113 [==============================] - 0s 788us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 105/500
113/113 [==============================] - 0s 809us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 106/500
113/113 [==============================] - 0s 781us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 107/500
113/113 [==============================] - 0s 775us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 108/500
113/113 [==============================] - 0s 821us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 109/500
113/113 [==============================] - 0s 777us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 110/500
113/113 [==============================] - 0s 778us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 111/500
113/113 [==============================] - 0s 911us/step - loss: 0.5054 - accuracy: 0.7962
Epoch 112/500
113/113 [==============================] - 0s 761us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 113/500
113/113 [==============================] - 0s 821us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 114/500
113/113 [==============================] - 0s 782us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 115/500
113/113 [==============================] - 0s 779us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 116/500
113/113 [==============================] - 0s 810us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 117/500
113/113 [==============================] - 0s 781us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 118/500
113/113 [==============================] - 0s 772us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 119/500
113/113 [==============================] - 0s 818us/step - loss: 0.5053 - accuracy: 0.7962
Epoch 120/500
113/113 [==============================] - 0s 780us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 121/500
113/113 [==============================] - 0s 858us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 122/500
113/113 [==============================] - 0s 808us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 123/500
113/113 [==============================] - 0s 823us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 124/500
113/113 [==============================] - 0s 820us/step - loss: 0.5052 - accuracy: 0.7962
Epoch 125/500
113/113 [==============================] - 0s 793us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 126/500
113/113 [==============================] - 0s 776us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 127/500
113/113 [==============================] - 0s 807us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 128/500
113/113 [==============================] - 0s 778us/step - loss: 0.5051 - accuracy: 0.7962
Epoch 129/500
113/113 [==============================] - 0s 808us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 130/500
113/113 [==============================] - 0s 804us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 131/500
113/113 [==============================] - 0s 783us/step - loss: 0.5050 - accuracy: 0.7962
Epoch 132/500
113/113 [==============================] - 0s 851us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 133/500
113/113 [==============================] - 0s 779us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 134/500
113/113 [==============================] - 0s 785us/step - loss: 0.5049 - accuracy: 0.7962
Epoch 135/500
113/113 [==============================] - 0s 813us/step - loss: 0.5048 - accuracy: 0.7962
Epoch 136/500
113/113 [==============================] - 0s 795us/step - loss: 0.5048 - accuracy: 0.7962
Epoch 137/500
113/113 [==============================] - 0s 776us/step - loss: 0.5047 - accuracy: 0.7962
Epoch 138/500
113/113 [==============================] - 0s 819us/step - loss: 0.5047 - accuracy: 0.7962
Epoch 139/500
113/113 [==============================] - 0s 784us/step - loss: 0.5046 - accuracy: 0.7962
Epoch 140/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5045 - accuracy: 0.7962
Epoch 141/500
113/113 [==============================] - 0s 768us/step - loss: 0.5045 - accuracy: 0.7962
Epoch 142/500
113/113 [==============================] - 0s 771us/step - loss: 0.5044 - accuracy: 0.7962
Epoch 143/500
113/113 [==============================] - 0s 879us/step - loss: 0.5043 - accuracy: 0.7962
Epoch 144/500
113/113 [==============================] - 0s 785us/step - loss: 0.5042 - accuracy: 0.7962
Epoch 145/500
113/113 [==============================] - 0s 809us/step - loss: 0.5041 - accuracy: 0.7962
Epoch 146/500
113/113 [==============================] - 0s 811us/step - loss: 0.5040 - accuracy: 0.7962
Epoch 147/500
113/113 [==============================] - 0s 795us/step - loss: 0.5039 - accuracy: 0.7962
Epoch 148/500
113/113 [==============================] - 0s 838us/step - loss: 0.5038 - accuracy: 0.7962
Epoch 149/500
113/113 [==============================] - 0s 773us/step - loss: 0.5037 - accuracy: 0.7962
Epoch 150/500
113/113 [==============================] - 0s 778us/step - loss: 0.5035 - accuracy: 0.7962
Epoch 151/500
113/113 [==============================] - 0s 835us/step - loss: 0.5034 - accuracy: 0.7962
Epoch 152/500
113/113 [==============================] - 0s 785us/step - loss: 0.5032 - accuracy: 0.7962
Epoch 153/500
113/113 [==============================] - 0s 928us/step - loss: 0.5030 - accuracy: 0.7962
Epoch 154/500
113/113 [==============================] - 0s 786us/step - loss: 0.5028 - accuracy: 0.7962
Epoch 155/500
113/113 [==============================] - 0s 787us/step - loss: 0.5025 - accuracy: 0.7962
Epoch 156/500
113/113 [==============================] - 0s 819us/step - loss: 0.5023 - accuracy: 0.7962
Epoch 157/500
113/113 [==============================] - 0s 782us/step - loss: 0.5020 - accuracy: 0.7962
Epoch 158/500
113/113 [==============================] - 0s 796us/step - loss: 0.5016 - accuracy: 0.7962
Epoch 159/500
113/113 [==============================] - 0s 824us/step - loss: 0.5013 - accuracy: 0.7962
Epoch 160/500
113/113 [==============================] - 0s 771us/step - loss: 0.5009 - accuracy: 0.7962
Epoch 161/500
113/113 [==============================] - 0s 806us/step - loss: 0.5004 - accuracy: 0.7962
Epoch 162/500
113/113 [==============================] - 0s 795us/step - loss: 0.4999 - accuracy: 0.7962
Epoch 163/500
113/113 [==============================] - 0s 772us/step - loss: 0.4994 - accuracy: 0.7962
Epoch 164/500
113/113 [==============================] - 0s 811us/step - loss: 0.4987 - accuracy: 0.7962
Epoch 165/500
113/113 [==============================] - 0s 776us/step - loss: 0.4980 - accuracy: 0.7962
Epoch 166/500
113/113 [==============================] - 0s 775us/step - loss: 0.4973 - accuracy: 0.7962
Epoch 167/500
113/113 [==============================] - 0s 878us/step - loss: 0.4964 - accuracy: 0.7962
Epoch 168/500
113/113 [==============================] - 0s 783us/step - loss: 0.4954 - accuracy: 0.7962
Epoch 169/500
113/113 [==============================] - 0s 813us/step - loss: 0.4942 - accuracy: 0.7962
Epoch 170/500
113/113 [==============================] - 0s 776us/step - loss: 0.4929 - accuracy: 0.7962
Epoch 171/500
113/113 [==============================] - 0s 788us/step - loss: 0.4915 - accuracy: 0.7962
Epoch 172/500
113/113 [==============================] - 0s 827us/step - loss: 0.4899 - accuracy: 0.7962
Epoch 173/500
113/113 [==============================] - 0s 786us/step - loss: 0.4880 - accuracy: 0.7962
Epoch 174/500
113/113 [==============================] - 0s 811us/step - loss: 0.4859 - accuracy: 0.7962
Epoch 175/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4836 - accuracy: 0.7962
Epoch 176/500
113/113 [==============================] - 0s 789us/step - loss: 0.4810 - accuracy: 0.7962
Epoch 177/500
113/113 [==============================] - 0s 808us/step - loss: 0.4781 - accuracy: 0.7962
Epoch 178/500
113/113 [==============================] - 0s 800us/step - loss: 0.4750 - accuracy: 0.7962
Epoch 179/500
113/113 [==============================] - 0s 783us/step - loss: 0.4715 - accuracy: 0.7962
Epoch 180/500
113/113 [==============================] - 0s 804us/step - loss: 0.4678 - accuracy: 0.7962
Epoch 181/500
113/113 [==============================] - 0s 785us/step - loss: 0.4639 - accuracy: 0.7962
Epoch 182/500
113/113 [==============================] - 0s 785us/step - loss: 0.4599 - accuracy: 0.7962
Epoch 183/500
113/113 [==============================] - 0s 809us/step - loss: 0.4560 - accuracy: 0.7962
Epoch 184/500
113/113 [==============================] - 0s 799us/step - loss: 0.4522 - accuracy: 0.7964
Epoch 185/500
113/113 [==============================] - 0s 881us/step - loss: 0.4486 - accuracy: 0.7958
Epoch 186/500
113/113 [==============================] - 0s 792us/step - loss: 0.4455 - accuracy: 0.7954
Epoch 187/500
113/113 [==============================] - 0s 796us/step - loss: 0.4428 - accuracy: 0.7937
Epoch 188/500
113/113 [==============================] - 0s 824us/step - loss: 0.4406 - accuracy: 0.7939
Epoch 189/500
113/113 [==============================] - 0s 819us/step - loss: 0.4388 - accuracy: 0.7944
Epoch 190/500
113/113 [==============================] - 0s 812us/step - loss: 0.4374 - accuracy: 0.7954
Epoch 191/500
113/113 [==============================] - 0s 829us/step - loss: 0.4363 - accuracy: 0.7956
Epoch 192/500
113/113 [==============================] - 0s 788us/step - loss: 0.4353 - accuracy: 0.7967
Epoch 193/500
113/113 [==============================] - 0s 844us/step - loss: 0.4347 - accuracy: 0.7958
Epoch 194/500
113/113 [==============================] - 0s 817us/step - loss: 0.4341 - accuracy: 0.7972
Epoch 195/500
113/113 [==============================] - 0s 800us/step - loss: 0.4336 - accuracy: 0.7979
Epoch 196/500
113/113 [==============================] - 0s 899us/step - loss: 0.4332 - accuracy: 0.7989
Epoch 197/500
113/113 [==============================] - 0s 792us/step - loss: 0.4328 - accuracy: 0.8006
Epoch 198/500
113/113 [==============================] - 0s 829us/step - loss: 0.4325 - accuracy: 0.8012
Epoch 199/500
113/113 [==============================] - 0s 792us/step - loss: 0.4322 - accuracy: 0.8021
Epoch 200/500
113/113 [==============================] - 0s 798us/step - loss: 0.4319 - accuracy: 0.8024
Epoch 201/500
113/113 [==============================] - 0s 823us/step - loss: 0.4316 - accuracy: 0.8033
Epoch 202/500
113/113 [==============================] - 0s 789us/step - loss: 0.4314 - accuracy: 0.8040
Epoch 203/500
113/113 [==============================] - 0s 793us/step - loss: 0.4311 - accuracy: 0.8037
Epoch 204/500
113/113 [==============================] - 0s 817us/step - loss: 0.4309 - accuracy: 0.8042
Epoch 205/500
113/113 [==============================] - 0s 800us/step - loss: 0.4306 - accuracy: 0.8049
Epoch 206/500
113/113 [==============================] - 0s 804us/step - loss: 0.4303 - accuracy: 0.8053
Epoch 207/500
113/113 [==============================] - 0s 831us/step - loss: 0.4301 - accuracy: 0.8065
Epoch 208/500
113/113 [==============================] - 0s 796us/step - loss: 0.4299 - accuracy: 0.8076
Epoch 209/500
113/113 [==============================] - 0s 881us/step - loss: 0.4296 - accuracy: 0.8072
Epoch 210/500
113/113 [==============================] - 0s 816us/step - loss: 0.4294 - accuracy: 0.8079
Epoch 211/500
113/113 [==============================] - 0s 797us/step - loss: 0.4291 - accuracy: 0.8081
Epoch 212/500
113/113 [==============================] - 0s 815us/step - loss: 0.4289 - accuracy: 0.8089
Epoch 213/500
113/113 [==============================] - 0s 790us/step - loss: 0.4286 - accuracy: 0.8097
Epoch 214/500
113/113 [==============================] - 0s 829us/step - loss: 0.4283 - accuracy: 0.8111
Epoch 215/500
113/113 [==============================] - 0s 793us/step - loss: 0.4280 - accuracy: 0.8107
Epoch 216/500
113/113 [==============================] - 0s 827us/step - loss: 0.4277 - accuracy: 0.8122
Epoch 217/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.8132
Epoch 218/500
113/113 [==============================] - 0s 799us/step - loss: 0.4270 - accuracy: 0.8133
Epoch 219/500
113/113 [==============================] - 0s 817us/step - loss: 0.4266 - accuracy: 0.8147
Epoch 220/500
113/113 [==============================] - 0s 833us/step - loss: 0.4262 - accuracy: 0.8161
Epoch 221/500
113/113 [==============================] - 0s 830us/step - loss: 0.4257 - accuracy: 0.8161
Epoch 222/500
113/113 [==============================] - 0s 826us/step - loss: 0.4252 - accuracy: 0.8174
Epoch 223/500
113/113 [==============================] - 0s 793us/step - loss: 0.4247 - accuracy: 0.8188
Epoch 224/500
113/113 [==============================] - 0s 794us/step - loss: 0.4242 - accuracy: 0.8200
Epoch 225/500
113/113 [==============================] - 0s 824us/step - loss: 0.4236 - accuracy: 0.8214
Epoch 226/500
113/113 [==============================] - 0s 804us/step - loss: 0.4231 - accuracy: 0.8217
Epoch 227/500
113/113 [==============================] - 0s 859us/step - loss: 0.4225 - accuracy: 0.8215
Epoch 228/500
113/113 [==============================] - 0s 784us/step - loss: 0.4219 - accuracy: 0.8232
Epoch 229/500
113/113 [==============================] - 0s 790us/step - loss: 0.4212 - accuracy: 0.8233
Epoch 230/500
113/113 [==============================] - 0s 823us/step - loss: 0.4206 - accuracy: 0.8239
Epoch 231/500
113/113 [==============================] - 0s 872us/step - loss: 0.4199 - accuracy: 0.8242
Epoch 232/500
113/113 [==============================] - 0s 789us/step - loss: 0.4192 - accuracy: 0.8246
Epoch 233/500
113/113 [==============================] - 0s 853us/step - loss: 0.4185 - accuracy: 0.8253
Epoch 234/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4177 - accuracy: 0.8265
Epoch 235/500
113/113 [==============================] - 0s 827us/step - loss: 0.4170 - accuracy: 0.8263
Epoch 236/500
113/113 [==============================] - 0s 798us/step - loss: 0.4162 - accuracy: 0.8282
Epoch 237/500
113/113 [==============================] - 0s 813us/step - loss: 0.4153 - accuracy: 0.8282
Epoch 238/500
113/113 [==============================] - 0s 838us/step - loss: 0.4145 - accuracy: 0.8289
Epoch 239/500
113/113 [==============================] - 0s 795us/step - loss: 0.4136 - accuracy: 0.8299
Epoch 240/500
113/113 [==============================] - 0s 823us/step - loss: 0.4126 - accuracy: 0.8294
Epoch 241/500
113/113 [==============================] - 0s 788us/step - loss: 0.4116 - accuracy: 0.8326
Epoch 242/500
113/113 [==============================] - 0s 793us/step - loss: 0.4106 - accuracy: 0.8314
Epoch 243/500
113/113 [==============================] - 0s 828us/step - loss: 0.4095 - accuracy: 0.8340
Epoch 244/500
113/113 [==============================] - 0s 791us/step - loss: 0.4084 - accuracy: 0.8344
Epoch 245/500
113/113 [==============================] - 0s 824us/step - loss: 0.4072 - accuracy: 0.8343
Epoch 246/500
113/113 [==============================] - 0s 793us/step - loss: 0.4059 - accuracy: 0.8354
Epoch 247/500
113/113 [==============================] - 0s 809us/step - loss: 0.4046 - accuracy: 0.8344
Epoch 248/500
113/113 [==============================] - 0s 951us/step - loss: 0.4032 - accuracy: 0.8369
Epoch 249/500
113/113 [==============================] - 0s 785us/step - loss: 0.4017 - accuracy: 0.8383
Epoch 250/500
113/113 [==============================] - 0s 799us/step - loss: 0.3999 - accuracy: 0.8397
Epoch 251/500
113/113 [==============================] - 0s 824us/step - loss: 0.3980 - accuracy: 0.8406
Epoch 252/500
113/113 [==============================] - 0s 792us/step - loss: 0.3960 - accuracy: 0.8415
Epoch 253/500
113/113 [==============================] - 0s 825us/step - loss: 0.3938 - accuracy: 0.8424
Epoch 254/500
113/113 [==============================] - 0s 790us/step - loss: 0.3916 - accuracy: 0.8442
Epoch 255/500
113/113 [==============================] - 0s 794us/step - loss: 0.3892 - accuracy: 0.8449
Epoch 256/500
113/113 [==============================] - 0s 816us/step - loss: 0.3867 - accuracy: 0.8465
Epoch 257/500
113/113 [==============================] - 0s 784us/step - loss: 0.3845 - accuracy: 0.8471
Epoch 258/500
113/113 [==============================] - 0s 819us/step - loss: 0.3822 - accuracy: 0.8494
Epoch 259/500
113/113 [==============================] - 0s 839us/step - loss: 0.3800 - accuracy: 0.8507
Epoch 260/500
113/113 [==============================] - 0s 790us/step - loss: 0.3778 - accuracy: 0.8514
Epoch 261/500
113/113 [==============================] - 0s 801us/step - loss: 0.3757 - accuracy: 0.8517
Epoch 262/500
113/113 [==============================] - 0s 787us/step - loss: 0.3737 - accuracy: 0.8528
Epoch 263/500
113/113 [==============================] - 0s 811us/step - loss: 0.3717 - accuracy: 0.8553
Epoch 264/500
113/113 [==============================] - 0s 836us/step - loss: 0.3700 - accuracy: 0.8550
Epoch 265/500
113/113 [==============================] - 0s 796us/step - loss: 0.3682 - accuracy: 0.8551
Epoch 266/500
113/113 [==============================] - 0s 794us/step - loss: 0.3666 - accuracy: 0.8561
Epoch 267/500
113/113 [==============================] - 0s 811us/step - loss: 0.3651 - accuracy: 0.8551
Epoch 268/500
113/113 [==============================] - 0s 776us/step - loss: 0.3637 - accuracy: 0.8561
Epoch 269/500
113/113 [==============================] - 0s 847us/step - loss: 0.3625 - accuracy: 0.8558
Epoch 270/500
113/113 [==============================] - 0s 860us/step - loss: 0.3613 - accuracy: 0.8553
Epoch 271/500
113/113 [==============================] - 0s 798us/step - loss: 0.3602 - accuracy: 0.8556
Epoch 272/500
113/113 [==============================] - 0s 854us/step - loss: 0.3593 - accuracy: 0.8565
Epoch 273/500
113/113 [==============================] - 0s 786us/step - loss: 0.3583 - accuracy: 0.8568
Epoch 274/500
113/113 [==============================] - 0s 815us/step - loss: 0.3576 - accuracy: 0.8557
Epoch 275/500
113/113 [==============================] - 0s 811us/step - loss: 0.3567 - accuracy: 0.8581
Epoch 276/500
113/113 [==============================] - 0s 781us/step - loss: 0.3562 - accuracy: 0.8564
Epoch 277/500
113/113 [==============================] - 0s 812us/step - loss: 0.3557 - accuracy: 0.8564
Epoch 278/500
113/113 [==============================] - 0s 791us/step - loss: 0.3552 - accuracy: 0.8568
Epoch 279/500
113/113 [==============================] - 0s 789us/step - loss: 0.3548 - accuracy: 0.8579
Epoch 280/500
113/113 [==============================] - 0s 954us/step - loss: 0.3544 - accuracy: 0.8581
Epoch 281/500
113/113 [==============================] - 0s 797us/step - loss: 0.3540 - accuracy: 0.8569
Epoch 282/500
113/113 [==============================] - 0s 789us/step - loss: 0.3534 - accuracy: 0.8569
Epoch 283/500
113/113 [==============================] - 0s 814us/step - loss: 0.3532 - accuracy: 0.8565
Epoch 284/500
113/113 [==============================] - 0s 786us/step - loss: 0.3531 - accuracy: 0.8567
Epoch 285/500
113/113 [==============================] - 0s 844us/step - loss: 0.3527 - accuracy: 0.8575
Epoch 286/500
113/113 [==============================] - 0s 789us/step - loss: 0.3525 - accuracy: 0.8565
Epoch 287/500
113/113 [==============================] - 0s 790us/step - loss: 0.3523 - accuracy: 0.8586
Epoch 288/500
113/113 [==============================] - 0s 813us/step - loss: 0.3520 - accuracy: 0.8579
Epoch 289/500
113/113 [==============================] - 0s 786us/step - loss: 0.3518 - accuracy: 0.8565
Epoch 290/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3517 - accuracy: 0.8581
Epoch 291/500
113/113 [==============================] - 0s 796us/step - loss: 0.3514 - accuracy: 0.8572
Epoch 292/500
113/113 [==============================] - 0s 788us/step - loss: 0.3513 - accuracy: 0.8576
Epoch 293/500
113/113 [==============================] - 0s 814us/step - loss: 0.3511 - accuracy: 0.8583
Epoch 294/500
113/113 [==============================] - 0s 795us/step - loss: 0.3509 - accuracy: 0.8576
Epoch 295/500
113/113 [==============================] - 0s 802us/step - loss: 0.3508 - accuracy: 0.8590
Epoch 296/500
113/113 [==============================] - 0s 820us/step - loss: 0.3506 - accuracy: 0.8589
Epoch 297/500
113/113 [==============================] - 0s 784us/step - loss: 0.3506 - accuracy: 0.8586
Epoch 298/500
113/113 [==============================] - 0s 812us/step - loss: 0.3505 - accuracy: 0.8579
Epoch 299/500
113/113 [==============================] - 0s 793us/step - loss: 0.3502 - accuracy: 0.8593
Epoch 300/500
113/113 [==============================] - 0s 795us/step - loss: 0.3500 - accuracy: 0.8579
Epoch 301/500
113/113 [==============================] - 0s 958us/step - loss: 0.3501 - accuracy: 0.8586
Epoch 302/500
113/113 [==============================] - 0s 825us/step - loss: 0.3500 - accuracy: 0.8583
Epoch 303/500
113/113 [==============================] - 0s 796us/step - loss: 0.3496 - accuracy: 0.8597
Epoch 304/500
113/113 [==============================] - 0s 827us/step - loss: 0.3498 - accuracy: 0.8593
Epoch 305/500
113/113 [==============================] - 0s 781us/step - loss: 0.3495 - accuracy: 0.8582
Epoch 306/500
113/113 [==============================] - 0s 820us/step - loss: 0.3492 - accuracy: 0.8600
Epoch 307/500
113/113 [==============================] - 0s 792us/step - loss: 0.3493 - accuracy: 0.8594
Epoch 308/500
113/113 [==============================] - 0s 882us/step - loss: 0.3490 - accuracy: 0.8599
Epoch 309/500
113/113 [==============================] - 0s 819us/step - loss: 0.3489 - accuracy: 0.8596
Epoch 310/500
113/113 [==============================] - 0s 793us/step - loss: 0.3489 - accuracy: 0.8600
Epoch 311/500
113/113 [==============================] - 0s 837us/step - loss: 0.3485 - accuracy: 0.8601
Epoch 312/500
113/113 [==============================] - 0s 939us/step - loss: 0.3486 - accuracy: 0.8590
Epoch 313/500
113/113 [==============================] - 0s 870us/step - loss: 0.3485 - accuracy: 0.8596
Epoch 314/500
113/113 [==============================] - 0s 872us/step - loss: 0.3482 - accuracy: 0.8596
Epoch 315/500
113/113 [==============================] - 0s 786us/step - loss: 0.3481 - accuracy: 0.8594
Epoch 316/500
113/113 [==============================] - 0s 838us/step - loss: 0.3479 - accuracy: 0.8601
Epoch 317/500
113/113 [==============================] - 0s 790us/step - loss: 0.3477 - accuracy: 0.8586
Epoch 318/500
113/113 [==============================] - 0s 782us/step - loss: 0.3476 - accuracy: 0.8601
Epoch 319/500
113/113 [==============================] - 0s 814us/step - loss: 0.3475 - accuracy: 0.8597
Epoch 320/500
113/113 [==============================] - 0s 800us/step - loss: 0.3474 - accuracy: 0.8603
Epoch 321/500
113/113 [==============================] - 0s 804us/step - loss: 0.3472 - accuracy: 0.8604
Epoch 322/500
113/113 [==============================] - 0s 840us/step - loss: 0.3472 - accuracy: 0.8590
Epoch 323/500
113/113 [==============================] - 0s 802us/step - loss: 0.3470 - accuracy: 0.8592
Epoch 324/500
113/113 [==============================] - 0s 874us/step - loss: 0.3468 - accuracy: 0.8603
Epoch 325/500
113/113 [==============================] - 0s 793us/step - loss: 0.3466 - accuracy: 0.8597
Epoch 326/500
113/113 [==============================] - 0s 784us/step - loss: 0.3464 - accuracy: 0.8587
Epoch 327/500
113/113 [==============================] - 0s 845us/step - loss: 0.3463 - accuracy: 0.8599
Epoch 328/500
113/113 [==============================] - 0s 781us/step - loss: 0.3461 - accuracy: 0.8596
Epoch 329/500
113/113 [==============================] - 0s 797us/step - loss: 0.3456 - accuracy: 0.8596
Epoch 330/500
113/113 [==============================] - 0s 816us/step - loss: 0.3459 - accuracy: 0.8583
Epoch 331/500
113/113 [==============================] - 0s 831us/step - loss: 0.3455 - accuracy: 0.8592
Epoch 332/500
113/113 [==============================] - 0s 847us/step - loss: 0.3456 - accuracy: 0.8608
Epoch 333/500
113/113 [==============================] - 0s 823us/step - loss: 0.3455 - accuracy: 0.8603
Epoch 334/500
113/113 [==============================] - 0s 796us/step - loss: 0.3451 - accuracy: 0.8599
Epoch 335/500
113/113 [==============================] - 0s 838us/step - loss: 0.3452 - accuracy: 0.8606
Epoch 336/500
113/113 [==============================] - 0s 799us/step - loss: 0.3449 - accuracy: 0.8587
Epoch 337/500
113/113 [==============================] - 0s 792us/step - loss: 0.3447 - accuracy: 0.8607
Epoch 338/500
113/113 [==============================] - 0s 837us/step - loss: 0.3448 - accuracy: 0.8590
Epoch 339/500
113/113 [==============================] - 0s 788us/step - loss: 0.3444 - accuracy: 0.8606
Epoch 340/500
113/113 [==============================] - 0s 835us/step - loss: 0.3442 - accuracy: 0.8596
Epoch 341/500
113/113 [==============================] - 0s 785us/step - loss: 0.3440 - accuracy: 0.8594
Epoch 342/500
113/113 [==============================] - 0s 791us/step - loss: 0.3440 - accuracy: 0.8589
Epoch 343/500
113/113 [==============================] - 0s 837us/step - loss: 0.3440 - accuracy: 0.8590
Epoch 344/500
113/113 [==============================] - 0s 819us/step - loss: 0.3437 - accuracy: 0.8608
Epoch 345/500
113/113 [==============================] - 0s 794us/step - loss: 0.3436 - accuracy: 0.8596
Epoch 346/500
113/113 [==============================] - 0s 822us/step - loss: 0.3430 - accuracy: 0.8612
Epoch 347/500
113/113 [==============================] - 0s 790us/step - loss: 0.3432 - accuracy: 0.8593
Epoch 348/500
113/113 [==============================] - 0s 815us/step - loss: 0.3432 - accuracy: 0.8583
Epoch 349/500
113/113 [==============================] - 0s 800us/step - loss: 0.3432 - accuracy: 0.8597
Epoch 350/500
113/113 [==============================] - 0s 786us/step - loss: 0.3430 - accuracy: 0.8585
Epoch 351/500
113/113 [==============================] - 0s 820us/step - loss: 0.3428 - accuracy: 0.8596
Epoch 352/500
113/113 [==============================] - 0s 794us/step - loss: 0.3430 - accuracy: 0.8606
Epoch 353/500
113/113 [==============================] - 0s 815us/step - loss: 0.3430 - accuracy: 0.8604
Epoch 354/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3424 - accuracy: 0.8600
Epoch 355/500
113/113 [==============================] - 0s 789us/step - loss: 0.3428 - accuracy: 0.8600
Epoch 356/500
113/113 [==============================] - 0s 781us/step - loss: 0.3424 - accuracy: 0.8612
Epoch 357/500
113/113 [==============================] - 0s 802us/step - loss: 0.3424 - accuracy: 0.8597
Epoch 358/500
113/113 [==============================] - 0s 793us/step - loss: 0.3422 - accuracy: 0.8600
Epoch 359/500
113/113 [==============================] - 0s 845us/step - loss: 0.3424 - accuracy: 0.8596
Epoch 360/500
113/113 [==============================] - 0s 795us/step - loss: 0.3424 - accuracy: 0.8596
Epoch 361/500
113/113 [==============================] - 0s 836us/step - loss: 0.3424 - accuracy: 0.8600
Epoch 362/500
113/113 [==============================] - 0s 866us/step - loss: 0.3422 - accuracy: 0.8610
Epoch 363/500
113/113 [==============================] - 0s 804us/step - loss: 0.3419 - accuracy: 0.8614
Epoch 364/500
113/113 [==============================] - 0s 891us/step - loss: 0.3421 - accuracy: 0.8601
Epoch 365/500
113/113 [==============================] - 0s 824us/step - loss: 0.3419 - accuracy: 0.8600
Epoch 366/500
113/113 [==============================] - 0s 811us/step - loss: 0.3415 - accuracy: 0.8607
Epoch 367/500
113/113 [==============================] - 0s 816us/step - loss: 0.3418 - accuracy: 0.8596
Epoch 368/500
113/113 [==============================] - 0s 786us/step - loss: 0.3417 - accuracy: 0.8601
Epoch 369/500
113/113 [==============================] - 0s 802us/step - loss: 0.3417 - accuracy: 0.8593
Epoch 370/500
113/113 [==============================] - 0s 843us/step - loss: 0.3418 - accuracy: 0.8604
Epoch 371/500
113/113 [==============================] - 0s 783us/step - loss: 0.3416 - accuracy: 0.8612
Epoch 372/500
113/113 [==============================] - 0s 788us/step - loss: 0.3413 - accuracy: 0.8596
Epoch 373/500
113/113 [==============================] - 0s 819us/step - loss: 0.3415 - accuracy: 0.8592
Epoch 374/500
113/113 [==============================] - 0s 827us/step - loss: 0.3412 - accuracy: 0.8599
Epoch 375/500
113/113 [==============================] - 0s 918us/step - loss: 0.3413 - accuracy: 0.8611
Epoch 376/500
113/113 [==============================] - 0s 794us/step - loss: 0.3416 - accuracy: 0.8596
Epoch 377/500
113/113 [==============================] - 0s 849us/step - loss: 0.3410 - accuracy: 0.8606
Epoch 378/500
113/113 [==============================] - 0s 822us/step - loss: 0.3416 - accuracy: 0.8608
Epoch 379/500
113/113 [==============================] - 0s 786us/step - loss: 0.3410 - accuracy: 0.8604
Epoch 380/500
113/113 [==============================] - 0s 842us/step - loss: 0.3412 - accuracy: 0.8612
Epoch 381/500
113/113 [==============================] - 0s 799us/step - loss: 0.3411 - accuracy: 0.8601
Epoch 382/500
113/113 [==============================] - 0s 790us/step - loss: 0.3412 - accuracy: 0.8603
Epoch 383/500
113/113 [==============================] - 0s 818us/step - loss: 0.3409 - accuracy: 0.8619
Epoch 384/500
113/113 [==============================] - 0s 794us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 385/500
113/113 [==============================] - 0s 871us/step - loss: 0.3408 - accuracy: 0.8610
Epoch 386/500
113/113 [==============================] - 0s 850us/step - loss: 0.3409 - accuracy: 0.8599
Epoch 387/500
113/113 [==============================] - 0s 804us/step - loss: 0.3410 - accuracy: 0.8606
Epoch 388/500
113/113 [==============================] - 0s 825us/step - loss: 0.3411 - accuracy: 0.8614
Epoch 389/500
113/113 [==============================] - 0s 795us/step - loss: 0.3411 - accuracy: 0.8617
Epoch 390/500
113/113 [==============================] - 0s 796us/step - loss: 0.3410 - accuracy: 0.8601
Epoch 391/500
113/113 [==============================] - 0s 832us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 392/500
113/113 [==============================] - 0s 794us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 393/500
113/113 [==============================] - 0s 789us/step - loss: 0.3408 - accuracy: 0.8612
Epoch 394/500
113/113 [==============================] - 0s 811us/step - loss: 0.3407 - accuracy: 0.8642
Epoch 395/500
113/113 [==============================] - 0s 834us/step - loss: 0.3408 - accuracy: 0.8593
Epoch 396/500
113/113 [==============================] - 0s 821us/step - loss: 0.3405 - accuracy: 0.8612
Epoch 397/500
113/113 [==============================] - 0s 797us/step - loss: 0.3408 - accuracy: 0.8615
Epoch 398/500
113/113 [==============================] - 0s 791us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 399/500
113/113 [==============================] - 0s 825us/step - loss: 0.3404 - accuracy: 0.8610
Epoch 400/500
113/113 [==============================] - 0s 796us/step - loss: 0.3407 - accuracy: 0.8618
Epoch 401/500
113/113 [==============================] - 0s 784us/step - loss: 0.3408 - accuracy: 0.8625
Epoch 402/500
113/113 [==============================] - 0s 823us/step - loss: 0.3407 - accuracy: 0.8617
Epoch 403/500
113/113 [==============================] - 0s 794us/step - loss: 0.3408 - accuracy: 0.8610
Epoch 404/500
113/113 [==============================] - 0s 818us/step - loss: 0.3405 - accuracy: 0.8622
Epoch 405/500
113/113 [==============================] - 0s 790us/step - loss: 0.3402 - accuracy: 0.8608
Epoch 406/500
113/113 [==============================] - 0s 785us/step - loss: 0.3407 - accuracy: 0.8615
Epoch 407/500
113/113 [==============================] - 0s 870us/step - loss: 0.3402 - accuracy: 0.8600
Epoch 408/500
113/113 [==============================] - 0s 790us/step - loss: 0.3407 - accuracy: 0.8607
Epoch 409/500
113/113 [==============================] - 0s 800us/step - loss: 0.3405 - accuracy: 0.8606
Epoch 410/500
113/113 [==============================] - 0s 814us/step - loss: 0.3405 - accuracy: 0.8608
Epoch 411/500
113/113 [==============================] - 0s 786us/step - loss: 0.3403 - accuracy: 0.8624
Epoch 412/500
113/113 [==============================] - 0s 816us/step - loss: 0.3403 - accuracy: 0.8628
Epoch 413/500
113/113 [==============================] - 0s 793us/step - loss: 0.3402 - accuracy: 0.8612
Epoch 414/500
113/113 [==============================] - 0s 793us/step - loss: 0.3403 - accuracy: 0.8621
Epoch 415/500
113/113 [==============================] - 0s 813us/step - loss: 0.3395 - accuracy: 0.8607
Epoch 416/500
113/113 [==============================] - 0s 788us/step - loss: 0.3405 - accuracy: 0.8614
Epoch 417/500
113/113 [==============================] - 0s 884us/step - loss: 0.3401 - accuracy: 0.8610
Epoch 418/500
113/113 [==============================] - 0s 829us/step - loss: 0.3404 - accuracy: 0.8621
Epoch 419/500
113/113 [==============================] - 0s 833us/step - loss: 0.3401 - accuracy: 0.8597
Epoch 420/500
113/113 [==============================] - 0s 827us/step - loss: 0.3400 - accuracy: 0.8631
Epoch 421/500
113/113 [==============================] - 0s 799us/step - loss: 0.3397 - accuracy: 0.8628
Epoch 422/500
113/113 [==============================] - 0s 788us/step - loss: 0.3403 - accuracy: 0.8608
Epoch 423/500
113/113 [==============================] - 0s 837us/step - loss: 0.3400 - accuracy: 0.8604
Epoch 424/500
113/113 [==============================] - 0s 788us/step - loss: 0.3401 - accuracy: 0.8611
Epoch 425/500
113/113 [==============================] - 0s 799us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 426/500
113/113 [==============================] - 0s 812us/step - loss: 0.3396 - accuracy: 0.8619
Epoch 427/500
113/113 [==============================] - 0s 820us/step - loss: 0.3403 - accuracy: 0.8596
Epoch 428/500
113/113 [==============================] - 0s 845us/step - loss: 0.3399 - accuracy: 0.8626
Epoch 429/500
113/113 [==============================] - 0s 817us/step - loss: 0.3397 - accuracy: 0.8619
Epoch 430/500
113/113 [==============================] - 0s 786us/step - loss: 0.3400 - accuracy: 0.8618
Epoch 431/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3400 - accuracy: 0.8618: 0s - loss: 0.3460 - accuracy:
Epoch 432/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3397 - accuracy: 0.8625
Epoch 433/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3398 - accuracy: 0.8607
Epoch 434/500
113/113 [==============================] - 0s 857us/step - loss: 0.3398 - accuracy: 0.8626
Epoch 435/500
113/113 [==============================] - 0s 797us/step - loss: 0.3399 - accuracy: 0.8612
Epoch 436/500
113/113 [==============================] - 0s 863us/step - loss: 0.3395 - accuracy: 0.8637
Epoch 437/500
113/113 [==============================] - 0s 824us/step - loss: 0.3399 - accuracy: 0.8624
Epoch 438/500
113/113 [==============================] - 0s 795us/step - loss: 0.3399 - accuracy: 0.8619
Epoch 439/500
113/113 [==============================] - 0s 831us/step - loss: 0.3397 - accuracy: 0.8624
Epoch 440/500
113/113 [==============================] - 0s 792us/step - loss: 0.3399 - accuracy: 0.8631
Epoch 441/500
113/113 [==============================] - 0s 791us/step - loss: 0.3397 - accuracy: 0.8603
Epoch 442/500
113/113 [==============================] - 0s 809us/step - loss: 0.3398 - accuracy: 0.8615
Epoch 443/500
113/113 [==============================] - 0s 806us/step - loss: 0.3395 - accuracy: 0.8619
Epoch 444/500
113/113 [==============================] - 0s 796us/step - loss: 0.3397 - accuracy: 0.8626
Epoch 445/500
113/113 [==============================] - 0s 821us/step - loss: 0.3397 - accuracy: 0.8617
Epoch 446/500
113/113 [==============================] - 0s 793us/step - loss: 0.3396 - accuracy: 0.8622
Epoch 447/500
113/113 [==============================] - 0s 858us/step - loss: 0.3396 - accuracy: 0.8612
Epoch 448/500
113/113 [==============================] - 0s 829us/step - loss: 0.3395 - accuracy: 0.8618
Epoch 449/500
113/113 [==============================] - 0s 789us/step - loss: 0.3395 - accuracy: 0.8606
Epoch 450/500
113/113 [==============================] - 0s 826us/step - loss: 0.3392 - accuracy: 0.8619
Epoch 451/500
113/113 [==============================] - 0s 803us/step - loss: 0.3399 - accuracy: 0.8629
Epoch 452/500
113/113 [==============================] - 0s 788us/step - loss: 0.3398 - accuracy: 0.8632
Epoch 453/500
113/113 [==============================] - 0s 826us/step - loss: 0.3398 - accuracy: 0.8617
Epoch 454/500
113/113 [==============================] - 0s 795us/step - loss: 0.3395 - accuracy: 0.8604
Epoch 455/500
113/113 [==============================] - 0s 824us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 456/500
113/113 [==============================] - 0s 786us/step - loss: 0.3395 - accuracy: 0.8614
Epoch 457/500
113/113 [==============================] - 0s 855us/step - loss: 0.3396 - accuracy: 0.8614
Epoch 458/500
113/113 [==============================] - 0s 822us/step - loss: 0.3393 - accuracy: 0.8617
Epoch 459/500
113/113 [==============================] - 0s 799us/step - loss: 0.3397 - accuracy: 0.8612
Epoch 460/500
113/113 [==============================] - 0s 807us/step - loss: 0.3394 - accuracy: 0.8615
Epoch 461/500
113/113 [==============================] - 0s 825us/step - loss: 0.3392 - accuracy: 0.8624
Epoch 462/500
113/113 [==============================] - 0s 818us/step - loss: 0.3397 - accuracy: 0.8618
Epoch 463/500
113/113 [==============================] - 0s 815us/step - loss: 0.3398 - accuracy: 0.8614
Epoch 464/500
113/113 [==============================] - 0s 807us/step - loss: 0.3400 - accuracy: 0.8621
Epoch 465/500
113/113 [==============================] - 0s 789us/step - loss: 0.3395 - accuracy: 0.8612
Epoch 466/500
113/113 [==============================] - 0s 854us/step - loss: 0.3394 - accuracy: 0.8611
Epoch 467/500
113/113 [==============================] - 0s 871us/step - loss: 0.3395 - accuracy: 0.8612
Epoch 468/500
113/113 [==============================] - 0s 885us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 469/500
113/113 [==============================] - 0s 806us/step - loss: 0.3394 - accuracy: 0.8608
Epoch 470/500
113/113 [==============================] - 0s 786us/step - loss: 0.3390 - accuracy: 0.8592
Epoch 471/500
113/113 [==============================] - 0s 825us/step - loss: 0.3393 - accuracy: 0.8597
Epoch 472/500
113/113 [==============================] - 0s 784us/step - loss: 0.3389 - accuracy: 0.8594
Epoch 473/500
113/113 [==============================] - 0s 790us/step - loss: 0.3390 - accuracy: 0.8635
Epoch 474/500
113/113 [==============================] - 0s 825us/step - loss: 0.3394 - accuracy: 0.8608
Epoch 475/500
113/113 [==============================] - 0s 818us/step - loss: 0.3391 - accuracy: 0.8615
Epoch 476/500
113/113 [==============================] - 0s 809us/step - loss: 0.3390 - accuracy: 0.8621
Epoch 477/500
113/113 [==============================] - 0s 788us/step - loss: 0.3392 - accuracy: 0.8612
Epoch 478/500
113/113 [==============================] - 0s 853us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 479/500
113/113 [==============================] - 0s 829us/step - loss: 0.3390 - accuracy: 0.8604
Epoch 480/500
113/113 [==============================] - 0s 818us/step - loss: 0.3395 - accuracy: 0.8608
Epoch 481/500
113/113 [==============================] - 0s 826us/step - loss: 0.3393 - accuracy: 0.8614
Epoch 482/500
113/113 [==============================] - 0s 822us/step - loss: 0.3391 - accuracy: 0.8619
Epoch 483/500
113/113 [==============================] - 0s 786us/step - loss: 0.3392 - accuracy: 0.8606
Epoch 484/500
113/113 [==============================] - 0s 816us/step - loss: 0.3389 - accuracy: 0.8621
Epoch 485/500
113/113 [==============================] - 0s 802us/step - loss: 0.3390 - accuracy: 0.8622
Epoch 486/500
113/113 [==============================] - 0s 809us/step - loss: 0.3391 - accuracy: 0.8601
Epoch 487/500
113/113 [==============================] - 0s 828us/step - loss: 0.3392 - accuracy: 0.8629
Epoch 488/500
113/113 [==============================] - 0s 852us/step - loss: 0.3391 - accuracy: 0.8628
Epoch 489/500
113/113 [==============================] - 0s 799us/step - loss: 0.3387 - accuracy: 0.8607
Epoch 490/500
113/113 [==============================] - 0s 821us/step - loss: 0.3390 - accuracy: 0.8637
Epoch 491/500
113/113 [==============================] - 0s 805us/step - loss: 0.3392 - accuracy: 0.8603
Epoch 492/500
113/113 [==============================] - 0s 835us/step - loss: 0.3389 - accuracy: 0.8617
Epoch 493/500
113/113 [==============================] - 0s 789us/step - loss: 0.3388 - accuracy: 0.8621
Epoch 494/500
113/113 [==============================] - 0s 796us/step - loss: 0.3388 - accuracy: 0.8614
Epoch 495/500
113/113 [==============================] - 0s 821us/step - loss: 0.3385 - accuracy: 0.8612
Epoch 496/500
113/113 [==============================] - 0s 797us/step - loss: 0.3388 - accuracy: 0.8622
Epoch 497/500
113/113 [==============================] - 0s 793us/step - loss: 0.3382 - accuracy: 0.8628
Epoch 498/500
113/113 [==============================] - 0s 815us/step - loss: 0.3386 - accuracy: 0.8612
Epoch 499/500
113/113 [==============================] - 0s 798us/step - loss: 0.3383 - accuracy: 0.8611
Epoch 500/500
113/113 [==============================] - 0s 919us/step - loss: 0.3389 - accuracy: 0.8599
Epoch 1/500
113/113 [==============================] - 0s 824us/step - loss: 0.6514 - accuracy: 0.7976
Epoch 2/500
113/113 [==============================] - 0s 855us/step - loss: 0.5920 - accuracy: 0.7986
Epoch 3/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5575 - accuracy: 0.7986
Epoch 4/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5369 - accuracy: 0.7986: 0s - loss: 0.5394 - accuracy:
Epoch 5/500
113/113 [==============================] - 0s 805us/step - loss: 0.5244 - accuracy: 0.7986
Epoch 6/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5167 - accuracy: 0.7986
Epoch 7/500
113/113 [==============================] - 0s 782us/step - loss: 0.5118 - accuracy: 0.7986
Epoch 8/500
113/113 [==============================] - 0s 783us/step - loss: 0.5086 - accuracy: 0.7986
Epoch 9/500
113/113 [==============================] - 0s 813us/step - loss: 0.5065 - accuracy: 0.7986
Epoch 10/500
113/113 [==============================] - 0s 949us/step - loss: 0.5051 - accuracy: 0.7986
Epoch 11/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5042 - accuracy: 0.7986
Epoch 12/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5036 - accuracy: 0.7986
Epoch 13/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5032 - accuracy: 0.7986
Epoch 14/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5029 - accuracy: 0.7986
Epoch 15/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5027 - accuracy: 0.7986
Epoch 16/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5026 - accuracy: 0.7986
Epoch 17/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7986
Epoch 18/500
113/113 [==============================] - 0s 973us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 19/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7986
Epoch 20/500
113/113 [==============================] - 0s 963us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 21/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7986
Epoch 22/500
113/113 [==============================] - 0s 1000us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 23/500
113/113 [==============================] - 0s 924us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/500
113/113 [==============================] - 0s 891us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/500
113/113 [==============================] - 0s 932us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/500
113/113 [==============================] - 0s 850us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/500
113/113 [==============================] - 0s 903us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/500
113/113 [==============================] - 0s 908us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/500
113/113 [==============================] - 0s 793us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/500
113/113 [==============================] - 0s 870us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/500
113/113 [==============================] - 0s 991us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/500
113/113 [==============================] - 0s 863us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/500
113/113 [==============================] - 0s 814us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/500
113/113 [==============================] - 0s 823us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/500
113/113 [==============================] - 0s 834us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/500
113/113 [==============================] - 0s 874us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/500
113/113 [==============================] - 0s 845us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/500
113/113 [==============================] - 0s 775us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/500
113/113 [==============================] - 0s 783us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 45/500
113/113 [==============================] - 0s 801us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 46/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 47/500
113/113 [==============================] - 0s 849us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 48/500
113/113 [==============================] - 0s 774us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 49/500
113/113 [==============================] - 0s 774us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 50/500
113/113 [==============================] - 0s 810us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 51/500
113/113 [==============================] - 0s 825us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 52/500
113/113 [==============================] - 0s 819us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 53/500
113/113 [==============================] - 0s 835us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 54/500
113/113 [==============================] - 0s 808us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 55/500
113/113 [==============================] - 0s 817us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 56/500
113/113 [==============================] - 0s 821us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 57/500
113/113 [==============================] - 0s 865us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 58/500
113/113 [==============================] - 0s 908us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 59/500
113/113 [==============================] - 0s 877us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 60/500
113/113 [==============================] - 0s 916us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 61/500
113/113 [==============================] - 0s 962us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 62/500
113/113 [==============================] - 0s 906us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 63/500
113/113 [==============================] - 0s 906us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 64/500
113/113 [==============================] - 0s 865us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 65/500
113/113 [==============================] - 0s 897us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 66/500
113/113 [==============================] - 0s 879us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 67/500
113/113 [==============================] - 0s 914us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 68/500
113/113 [==============================] - 0s 789us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 69/500
113/113 [==============================] - 0s 799us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 70/500
113/113 [==============================] - 0s 829us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 71/500
113/113 [==============================] - 0s 899us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 72/500
113/113 [==============================] - 0s 821us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 73/500
113/113 [==============================] - 0s 838us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 74/500
113/113 [==============================] - 0s 789us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 75/500
113/113 [==============================] - 0s 818us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 76/500
113/113 [==============================] - 0s 790us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 77/500
113/113 [==============================] - 0s 807us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 78/500
113/113 [==============================] - 0s 905us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 79/500
113/113 [==============================] - 0s 810us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 80/500
113/113 [==============================] - 0s 821us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 81/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 82/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7986
Epoch 83/500
113/113 [==============================] - 0s 843us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 84/500
113/113 [==============================] - 0s 800us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 85/500
113/113 [==============================] - 0s 791us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 86/500
113/113 [==============================] - 0s 790us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 87/500
113/113 [==============================] - 0s 853us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 88/500
113/113 [==============================] - 0s 803us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 89/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 90/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 91/500
113/113 [==============================] - 0s 830us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 92/500
113/113 [==============================] - 0s 792us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 93/500
113/113 [==============================] - 0s 794us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 94/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 95/500
113/113 [==============================] - 0s 793us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 96/500
113/113 [==============================] - ETA: 0s - loss: 0.5012 - accuracy: 0.79 - 0s 822us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 97/500
113/113 [==============================] - 0s 854us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 98/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 99/500
113/113 [==============================] - 0s 873us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 100/500
113/113 [==============================] - 0s 793us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 101/500
113/113 [==============================] - 0s 819us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 102/500
113/113 [==============================] - 0s 817us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 103/500
113/113 [==============================] - 0s 785us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 104/500
113/113 [==============================] - 0s 875us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 105/500
113/113 [==============================] - 0s 854us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 106/500
113/113 [==============================] - 0s 897us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 107/500
113/113 [==============================] - 0s 929us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 108/500
113/113 [==============================] - 0s 925us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 109/500
113/113 [==============================] - 0s 917us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 110/500
113/113 [==============================] - 0s 950us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 111/500
113/113 [==============================] - 0s 964us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 112/500
113/113 [==============================] - 0s 914us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 113/500
113/113 [==============================] - 0s 883us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 114/500
113/113 [==============================] - 0s 872us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 115/500
113/113 [==============================] - 0s 785us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 116/500
113/113 [==============================] - 0s 881us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 117/500
113/113 [==============================] - 0s 790us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 118/500
113/113 [==============================] - 0s 788us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 119/500
113/113 [==============================] - 0s 869us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 120/500
113/113 [==============================] - 0s 811us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 121/500
113/113 [==============================] - 0s 811us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 122/500
113/113 [==============================] - 0s 827us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 123/500
113/113 [==============================] - 0s 789us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 124/500
113/113 [==============================] - 0s 824us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 125/500
113/113 [==============================] - 0s 789us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 126/500
113/113 [==============================] - 0s 834us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 127/500
113/113 [==============================] - 0s 828us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 128/500
113/113 [==============================] - 0s 816us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 129/500
113/113 [==============================] - 0s 792us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 130/500
113/113 [==============================] - 0s 833us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 131/500
113/113 [==============================] - 0s 797us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 132/500
113/113 [==============================] - 0s 835us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 133/500
113/113 [==============================] - 0s 782us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 134/500
113/113 [==============================] - 0s 798us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 135/500
113/113 [==============================] - 0s 964us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 136/500
113/113 [==============================] - 0s 849us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 137/500
113/113 [==============================] - 0s 851us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 138/500
113/113 [==============================] - 0s 883us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 139/500
113/113 [==============================] - 0s 796us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 140/500
113/113 [==============================] - 0s 821us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 141/500
113/113 [==============================] - 0s 792us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 142/500
113/113 [==============================] - 0s 802us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 143/500
113/113 [==============================] - 0s 855us/step - loss: 0.5011 - accuracy: 0.7986
Epoch 144/500
113/113 [==============================] - 0s 790us/step - loss: 0.5010 - accuracy: 0.7986
Epoch 145/500
113/113 [==============================] - 0s 824us/step - loss: 0.5009 - accuracy: 0.7986
Epoch 146/500
113/113 [==============================] - 0s 809us/step - loss: 0.5008 - accuracy: 0.7986
Epoch 147/500
113/113 [==============================] - 0s 798us/step - loss: 0.5007 - accuracy: 0.7986
Epoch 148/500
113/113 [==============================] - 0s 838us/step - loss: 0.5006 - accuracy: 0.7986
Epoch 149/500
113/113 [==============================] - 0s 815us/step - loss: 0.5004 - accuracy: 0.7986
Epoch 150/500
113/113 [==============================] - 0s 798us/step - loss: 0.5003 - accuracy: 0.7986
Epoch 151/500
113/113 [==============================] - 0s 797us/step - loss: 0.5001 - accuracy: 0.7986
Epoch 152/500
113/113 [==============================] - 0s 789us/step - loss: 0.5000 - accuracy: 0.7986
Epoch 153/500
113/113 [==============================] - 0s 823us/step - loss: 0.4998 - accuracy: 0.7986
Epoch 154/500
113/113 [==============================] - 0s 787us/step - loss: 0.4996 - accuracy: 0.7986
Epoch 155/500
113/113 [==============================] - 0s 791us/step - loss: 0.4993 - accuracy: 0.7986
Epoch 156/500
113/113 [==============================] - 0s 865us/step - loss: 0.4991 - accuracy: 0.7986
Epoch 157/500
113/113 [==============================] - 0s 786us/step - loss: 0.4988 - accuracy: 0.7986
Epoch 158/500
113/113 [==============================] - 0s 787us/step - loss: 0.4985 - accuracy: 0.7986
Epoch 159/500
113/113 [==============================] - 0s 902us/step - loss: 0.4982 - accuracy: 0.7986
Epoch 160/500
113/113 [==============================] - 0s 801us/step - loss: 0.4978 - accuracy: 0.7986
Epoch 161/500
113/113 [==============================] - 0s 833us/step - loss: 0.4974 - accuracy: 0.7986
Epoch 162/500
113/113 [==============================] - 0s 791us/step - loss: 0.4969 - accuracy: 0.7986
Epoch 163/500
113/113 [==============================] - 0s 789us/step - loss: 0.4964 - accuracy: 0.7986
Epoch 164/500
113/113 [==============================] - 0s 837us/step - loss: 0.4958 - accuracy: 0.7986
Epoch 165/500
113/113 [==============================] - 0s 799us/step - loss: 0.4952 - accuracy: 0.7986
Epoch 166/500
113/113 [==============================] - 0s 824us/step - loss: 0.4945 - accuracy: 0.7986
Epoch 167/500
113/113 [==============================] - 0s 829us/step - loss: 0.4937 - accuracy: 0.7986
Epoch 168/500
113/113 [==============================] - 0s 797us/step - loss: 0.4928 - accuracy: 0.7986
Epoch 169/500
113/113 [==============================] - 0s 859us/step - loss: 0.4918 - accuracy: 0.7986
Epoch 170/500
113/113 [==============================] - 0s 810us/step - loss: 0.4907 - accuracy: 0.7986
Epoch 171/500
113/113 [==============================] - 0s 789us/step - loss: 0.4895 - accuracy: 0.7986
Epoch 172/500
113/113 [==============================] - 0s 859us/step - loss: 0.4881 - accuracy: 0.7986
Epoch 173/500
113/113 [==============================] - 0s 798us/step - loss: 0.4867 - accuracy: 0.7986
Epoch 174/500
113/113 [==============================] - 0s 816us/step - loss: 0.4850 - accuracy: 0.7986
Epoch 175/500
113/113 [==============================] - 0s 800us/step - loss: 0.4832 - accuracy: 0.7986
Epoch 176/500
113/113 [==============================] - 0s 796us/step - loss: 0.4813 - accuracy: 0.7986
Epoch 177/500
113/113 [==============================] - 0s 825us/step - loss: 0.4792 - accuracy: 0.7986
Epoch 178/500
113/113 [==============================] - 0s 820us/step - loss: 0.4769 - accuracy: 0.7986
Epoch 179/500
113/113 [==============================] - 0s 796us/step - loss: 0.4745 - accuracy: 0.7986
Epoch 180/500
113/113 [==============================] - 0s 822us/step - loss: 0.4719 - accuracy: 0.7986
Epoch 181/500
113/113 [==============================] - 0s 832us/step - loss: 0.4693 - accuracy: 0.7986
Epoch 182/500
113/113 [==============================] - 0s 818us/step - loss: 0.4665 - accuracy: 0.7986
Epoch 183/500
113/113 [==============================] - 0s 792us/step - loss: 0.4637 - accuracy: 0.7986
Epoch 184/500
113/113 [==============================] - 0s 793us/step - loss: 0.4609 - accuracy: 0.7986
Epoch 185/500
113/113 [==============================] - 0s 829us/step - loss: 0.4581 - accuracy: 0.7986
Epoch 186/500
113/113 [==============================] - 0s 792us/step - loss: 0.4553 - accuracy: 0.7986
Epoch 187/500
113/113 [==============================] - 0s 790us/step - loss: 0.4526 - accuracy: 0.7986
Epoch 188/500
113/113 [==============================] - 0s 827us/step - loss: 0.4500 - accuracy: 0.7986
Epoch 189/500
113/113 [==============================] - 0s 795us/step - loss: 0.4475 - accuracy: 0.7986
Epoch 190/500
113/113 [==============================] - 0s 820us/step - loss: 0.4452 - accuracy: 0.7986
Epoch 191/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4429 - accuracy: 0.7986
Epoch 192/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4408 - accuracy: 0.7986
Epoch 193/500
113/113 [==============================] - 0s 960us/step - loss: 0.4388 - accuracy: 0.7986
Epoch 194/500
113/113 [==============================] - 0s 847us/step - loss: 0.4370 - accuracy: 0.7986
Epoch 195/500
113/113 [==============================] - 0s 789us/step - loss: 0.4352 - accuracy: 0.7986
Epoch 196/500
113/113 [==============================] - 0s 799us/step - loss: 0.4336 - accuracy: 0.7986
Epoch 197/500
113/113 [==============================] - 0s 817us/step - loss: 0.4320 - accuracy: 0.7986
Epoch 198/500
113/113 [==============================] - 0s 789us/step - loss: 0.4305 - accuracy: 0.7986
Epoch 199/500
113/113 [==============================] - 0s 827us/step - loss: 0.4291 - accuracy: 0.7986
Epoch 200/500
113/113 [==============================] - 0s 850us/step - loss: 0.4278 - accuracy: 0.7986
Epoch 201/500
113/113 [==============================] - 0s 795us/step - loss: 0.4265 - accuracy: 0.7986
Epoch 202/500
113/113 [==============================] - 0s 828us/step - loss: 0.4253 - accuracy: 0.7986
Epoch 203/500
113/113 [==============================] - 0s 835us/step - loss: 0.4241 - accuracy: 0.7986
Epoch 204/500
113/113 [==============================] - 0s 818us/step - loss: 0.4229 - accuracy: 0.7986
Epoch 205/500
113/113 [==============================] - 0s 810us/step - loss: 0.4218 - accuracy: 0.7986
Epoch 206/500
113/113 [==============================] - 0s 785us/step - loss: 0.4207 - accuracy: 0.7986
Epoch 207/500
113/113 [==============================] - 0s 832us/step - loss: 0.4196 - accuracy: 0.7986
Epoch 208/500
113/113 [==============================] - 0s 789us/step - loss: 0.4184 - accuracy: 0.7986
Epoch 209/500
113/113 [==============================] - 0s 794us/step - loss: 0.4174 - accuracy: 0.7986
Epoch 210/500
113/113 [==============================] - 0s 819us/step - loss: 0.4163 - accuracy: 0.7986
Epoch 211/500
113/113 [==============================] - 0s 954us/step - loss: 0.4152 - accuracy: 0.7986
Epoch 212/500
113/113 [==============================] - 0s 820us/step - loss: 0.4141 - accuracy: 0.7986
Epoch 213/500
113/113 [==============================] - 0s 837us/step - loss: 0.4130 - accuracy: 0.7986
Epoch 214/500
113/113 [==============================] - 0s 802us/step - loss: 0.4119 - accuracy: 0.7986
Epoch 215/500
113/113 [==============================] - 0s 825us/step - loss: 0.4108 - accuracy: 0.7986
Epoch 216/500
113/113 [==============================] - 0s 804us/step - loss: 0.4096 - accuracy: 0.7986
Epoch 217/500
113/113 [==============================] - 0s 794us/step - loss: 0.4085 - accuracy: 0.7986
Epoch 218/500
113/113 [==============================] - 0s 824us/step - loss: 0.4073 - accuracy: 0.7986
Epoch 219/500
113/113 [==============================] - 0s 788us/step - loss: 0.4061 - accuracy: 0.7986
Epoch 220/500
113/113 [==============================] - 0s 824us/step - loss: 0.4049 - accuracy: 0.7986
Epoch 221/500
113/113 [==============================] - 0s 856us/step - loss: 0.4036 - accuracy: 0.7986
Epoch 222/500
113/113 [==============================] - 0s 794us/step - loss: 0.4024 - accuracy: 0.7986
Epoch 223/500
113/113 [==============================] - 0s 886us/step - loss: 0.4012 - accuracy: 0.7986
Epoch 224/500
113/113 [==============================] - 0s 880us/step - loss: 0.3999 - accuracy: 0.7986
Epoch 225/500
113/113 [==============================] - 0s 856us/step - loss: 0.3987 - accuracy: 0.7986
Epoch 226/500
113/113 [==============================] - 0s 870us/step - loss: 0.3975 - accuracy: 0.7986
Epoch 227/500
113/113 [==============================] - 0s 820us/step - loss: 0.3963 - accuracy: 0.7986
Epoch 228/500
113/113 [==============================] - 0s 837us/step - loss: 0.3951 - accuracy: 0.7986
Epoch 229/500
113/113 [==============================] - 0s 844us/step - loss: 0.3939 - accuracy: 0.7986
Epoch 230/500
113/113 [==============================] - 0s 871us/step - loss: 0.3928 - accuracy: 0.7986
Epoch 231/500
113/113 [==============================] - 0s 845us/step - loss: 0.3917 - accuracy: 0.7986
Epoch 232/500
113/113 [==============================] - 0s 829us/step - loss: 0.3906 - accuracy: 0.7986
Epoch 233/500
113/113 [==============================] - 0s 832us/step - loss: 0.3896 - accuracy: 0.7986
Epoch 234/500
113/113 [==============================] - 0s 787us/step - loss: 0.3886 - accuracy: 0.7986
Epoch 235/500
113/113 [==============================] - 0s 805us/step - loss: 0.3875 - accuracy: 0.7986
Epoch 236/500
113/113 [==============================] - 0s 823us/step - loss: 0.3865 - accuracy: 0.7986
Epoch 237/500
113/113 [==============================] - 0s 796us/step - loss: 0.3856 - accuracy: 0.7996
Epoch 238/500
113/113 [==============================] - 0s 839us/step - loss: 0.3846 - accuracy: 0.8267
Epoch 239/500
113/113 [==============================] - 0s 813us/step - loss: 0.3837 - accuracy: 0.8354
Epoch 240/500
113/113 [==============================] - 0s 803us/step - loss: 0.3827 - accuracy: 0.8389
Epoch 241/500
113/113 [==============================] - 0s 820us/step - loss: 0.3817 - accuracy: 0.8394
Epoch 242/500
113/113 [==============================] - 0s 902us/step - loss: 0.3805 - accuracy: 0.8411
Epoch 243/500
113/113 [==============================] - 0s 825us/step - loss: 0.3795 - accuracy: 0.8436
Epoch 244/500
113/113 [==============================] - 0s 803us/step - loss: 0.3785 - accuracy: 0.8442
Epoch 245/500
113/113 [==============================] - 0s 820us/step - loss: 0.3775 - accuracy: 0.8453
Epoch 246/500
113/113 [==============================] - 0s 820us/step - loss: 0.3766 - accuracy: 0.8449
Epoch 247/500
113/113 [==============================] - 0s 798us/step - loss: 0.3756 - accuracy: 0.8464
Epoch 248/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3746 - accuracy: 0.8485
Epoch 249/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3736 - accuracy: 0.8483
Epoch 250/500
113/113 [==============================] - 0s 834us/step - loss: 0.3727 - accuracy: 0.8499
Epoch 251/500
113/113 [==============================] - 0s 911us/step - loss: 0.3717 - accuracy: 0.8515
Epoch 252/500
113/113 [==============================] - 0s 789us/step - loss: 0.3709 - accuracy: 0.8522
Epoch 253/500
113/113 [==============================] - 0s 836us/step - loss: 0.3700 - accuracy: 0.8529
Epoch 254/500
113/113 [==============================] - 0s 785us/step - loss: 0.3692 - accuracy: 0.8528
Epoch 255/500
113/113 [==============================] - 0s 845us/step - loss: 0.3684 - accuracy: 0.8533
Epoch 256/500
113/113 [==============================] - 0s 781us/step - loss: 0.3675 - accuracy: 0.8540
Epoch 257/500
113/113 [==============================] - 0s 816us/step - loss: 0.3668 - accuracy: 0.8542
Epoch 258/500
113/113 [==============================] - 0s 820us/step - loss: 0.3660 - accuracy: 0.8554
Epoch 259/500
113/113 [==============================] - 0s 788us/step - loss: 0.3654 - accuracy: 0.8565
Epoch 260/500
113/113 [==============================] - 0s 877us/step - loss: 0.3648 - accuracy: 0.8562
Epoch 261/500
113/113 [==============================] - 0s 817us/step - loss: 0.3641 - accuracy: 0.8569
Epoch 262/500
113/113 [==============================] - 0s 823us/step - loss: 0.3634 - accuracy: 0.8571
Epoch 263/500
113/113 [==============================] - 0s 818us/step - loss: 0.3629 - accuracy: 0.8569
Epoch 264/500
113/113 [==============================] - 0s 790us/step - loss: 0.3624 - accuracy: 0.8575
Epoch 265/500
113/113 [==============================] - 0s 789us/step - loss: 0.3617 - accuracy: 0.8574
Epoch 266/500
113/113 [==============================] - 0s 827us/step - loss: 0.3613 - accuracy: 0.8592
Epoch 267/500
113/113 [==============================] - 0s 803us/step - loss: 0.3608 - accuracy: 0.8572
Epoch 268/500
113/113 [==============================] - 0s 795us/step - loss: 0.3601 - accuracy: 0.8576
Epoch 269/500
113/113 [==============================] - 0s 816us/step - loss: 0.3596 - accuracy: 0.8596
Epoch 270/500
113/113 [==============================] - 0s 785us/step - loss: 0.3591 - accuracy: 0.8594
Epoch 271/500
113/113 [==============================] - 0s 814us/step - loss: 0.3587 - accuracy: 0.8599
Epoch 272/500
113/113 [==============================] - 0s 847us/step - loss: 0.3581 - accuracy: 0.8596
Epoch 273/500
113/113 [==============================] - 0s 812us/step - loss: 0.3577 - accuracy: 0.8607
Epoch 274/500
113/113 [==============================] - 0s 870us/step - loss: 0.3571 - accuracy: 0.8593
Epoch 275/500
113/113 [==============================] - 0s 795us/step - loss: 0.3568 - accuracy: 0.8614
Epoch 276/500
113/113 [==============================] - 0s 792us/step - loss: 0.3561 - accuracy: 0.8618
Epoch 277/500
113/113 [==============================] - 0s 823us/step - loss: 0.3556 - accuracy: 0.8614
Epoch 278/500
113/113 [==============================] - 0s 811us/step - loss: 0.3553 - accuracy: 0.8614
Epoch 279/500
113/113 [==============================] - 0s 828us/step - loss: 0.3547 - accuracy: 0.8622
Epoch 280/500
113/113 [==============================] - 0s 787us/step - loss: 0.3543 - accuracy: 0.8618
Epoch 281/500
113/113 [==============================] - 0s 793us/step - loss: 0.3537 - accuracy: 0.8622
Epoch 282/500
113/113 [==============================] - 0s 979us/step - loss: 0.3532 - accuracy: 0.8621
Epoch 283/500
113/113 [==============================] - 0s 942us/step - loss: 0.3528 - accuracy: 0.8621
Epoch 284/500
113/113 [==============================] - 0s 835us/step - loss: 0.3523 - accuracy: 0.8631
Epoch 285/500
113/113 [==============================] - 0s 797us/step - loss: 0.3519 - accuracy: 0.8629
Epoch 286/500
113/113 [==============================] - 0s 803us/step - loss: 0.3515 - accuracy: 0.8628
Epoch 287/500
113/113 [==============================] - 0s 830us/step - loss: 0.3510 - accuracy: 0.8636
Epoch 288/500
113/113 [==============================] - 0s 797us/step - loss: 0.3505 - accuracy: 0.8643
Epoch 289/500
113/113 [==============================] - 0s 840us/step - loss: 0.3501 - accuracy: 0.8637
Epoch 290/500
113/113 [==============================] - 0s 786us/step - loss: 0.3498 - accuracy: 0.8633
Epoch 291/500
113/113 [==============================] - 0s 792us/step - loss: 0.3493 - accuracy: 0.8653
Epoch 292/500
113/113 [==============================] - 0s 860us/step - loss: 0.3489 - accuracy: 0.8642
Epoch 293/500
113/113 [==============================] - 0s 843us/step - loss: 0.3485 - accuracy: 0.8643
Epoch 294/500
113/113 [==============================] - 0s 816us/step - loss: 0.3481 - accuracy: 0.8639
Epoch 295/500
113/113 [==============================] - 0s 829us/step - loss: 0.3478 - accuracy: 0.8647
Epoch 296/500
113/113 [==============================] - 0s 794us/step - loss: 0.3475 - accuracy: 0.8650
Epoch 297/500
113/113 [==============================] - 0s 817us/step - loss: 0.3471 - accuracy: 0.8640
Epoch 298/500
113/113 [==============================] - 0s 796us/step - loss: 0.3469 - accuracy: 0.8636
Epoch 299/500
113/113 [==============================] - 0s 798us/step - loss: 0.3463 - accuracy: 0.8637
Epoch 300/500
113/113 [==============================] - 0s 817us/step - loss: 0.3461 - accuracy: 0.8624
Epoch 301/500
113/113 [==============================] - 0s 796us/step - loss: 0.3459 - accuracy: 0.8629
Epoch 302/500
113/113 [==============================] - 0s 790us/step - loss: 0.3456 - accuracy: 0.8632
Epoch 303/500
113/113 [==============================] - 0s 923us/step - loss: 0.3453 - accuracy: 0.8647
Epoch 304/500
113/113 [==============================] - 0s 798us/step - loss: 0.3450 - accuracy: 0.8640
Epoch 305/500
113/113 [==============================] - 0s 856us/step - loss: 0.3448 - accuracy: 0.8642
Epoch 306/500
113/113 [==============================] - 0s 791us/step - loss: 0.3444 - accuracy: 0.8636
Epoch 307/500
113/113 [==============================] - 0s 795us/step - loss: 0.3442 - accuracy: 0.8644
Epoch 308/500
113/113 [==============================] - 0s 816us/step - loss: 0.3440 - accuracy: 0.8637
Epoch 309/500
113/113 [==============================] - 0s 784us/step - loss: 0.3438 - accuracy: 0.8639
Epoch 310/500
113/113 [==============================] - 0s 796us/step - loss: 0.3436 - accuracy: 0.8649
Epoch 311/500
113/113 [==============================] - 0s 808us/step - loss: 0.3433 - accuracy: 0.8644
Epoch 312/500
113/113 [==============================] - 0s 784us/step - loss: 0.3431 - accuracy: 0.8646
Epoch 313/500
113/113 [==============================] - 0s 807us/step - loss: 0.3429 - accuracy: 0.8635
Epoch 314/500
113/113 [==============================] - 0s 866us/step - loss: 0.3427 - accuracy: 0.8660
Epoch 315/500
113/113 [==============================] - 0s 801us/step - loss: 0.3423 - accuracy: 0.8637
Epoch 316/500
113/113 [==============================] - 0s 854us/step - loss: 0.3423 - accuracy: 0.8661
Epoch 317/500
113/113 [==============================] - 0s 816us/step - loss: 0.3419 - accuracy: 0.8642
Epoch 318/500
113/113 [==============================] - 0s 794us/step - loss: 0.3419 - accuracy: 0.8643
Epoch 319/500
113/113 [==============================] - 0s 822us/step - loss: 0.3418 - accuracy: 0.8653
Epoch 320/500
113/113 [==============================] - 0s 794us/step - loss: 0.3415 - accuracy: 0.8651
Epoch 321/500
113/113 [==============================] - 0s 825us/step - loss: 0.3412 - accuracy: 0.8644
Epoch 322/500
113/113 [==============================] - 0s 792us/step - loss: 0.3412 - accuracy: 0.8639
Epoch 323/500
113/113 [==============================] - 0s 800us/step - loss: 0.3411 - accuracy: 0.8654
Epoch 324/500
113/113 [==============================] - 0s 834us/step - loss: 0.3407 - accuracy: 0.8644
Epoch 325/500
113/113 [==============================] - 0s 797us/step - loss: 0.3406 - accuracy: 0.8657
Epoch 326/500
113/113 [==============================] - 0s 813us/step - loss: 0.3405 - accuracy: 0.8668
Epoch 327/500
113/113 [==============================] - 0s 793us/step - loss: 0.3403 - accuracy: 0.8656
Epoch 328/500
113/113 [==============================] - 0s 830us/step - loss: 0.3402 - accuracy: 0.8646
Epoch 329/500
113/113 [==============================] - 0s 851us/step - loss: 0.3401 - accuracy: 0.8658
Epoch 330/500
113/113 [==============================] - 0s 979us/step - loss: 0.3400 - accuracy: 0.8658
Epoch 331/500
113/113 [==============================] - 0s 818us/step - loss: 0.3399 - accuracy: 0.8643
Epoch 332/500
113/113 [==============================] - 0s 795us/step - loss: 0.3396 - accuracy: 0.8665
Epoch 333/500
113/113 [==============================] - 0s 803us/step - loss: 0.3396 - accuracy: 0.8660
Epoch 334/500
113/113 [==============================] - 0s 799us/step - loss: 0.3394 - accuracy: 0.8672
Epoch 335/500
113/113 [==============================] - 0s 917us/step - loss: 0.3392 - accuracy: 0.8656
Epoch 336/500
113/113 [==============================] - 0s 804us/step - loss: 0.3391 - accuracy: 0.8650
Epoch 337/500
113/113 [==============================] - 0s 826us/step - loss: 0.3390 - accuracy: 0.8651
Epoch 338/500
113/113 [==============================] - 0s 853us/step - loss: 0.3387 - accuracy: 0.8629
Epoch 339/500
113/113 [==============================] - 0s 838us/step - loss: 0.3387 - accuracy: 0.8654
Epoch 340/500
113/113 [==============================] - 0s 819us/step - loss: 0.3386 - accuracy: 0.8661
Epoch 341/500
113/113 [==============================] - 0s 813us/step - loss: 0.3385 - accuracy: 0.8672
Epoch 342/500
113/113 [==============================] - 0s 826us/step - loss: 0.3384 - accuracy: 0.8654
Epoch 343/500
113/113 [==============================] - 0s 824us/step - loss: 0.3380 - accuracy: 0.8653
Epoch 344/500
113/113 [==============================] - 0s 796us/step - loss: 0.3379 - accuracy: 0.8664
Epoch 345/500
113/113 [==============================] - 0s 884us/step - loss: 0.3383 - accuracy: 0.8651
Epoch 346/500
113/113 [==============================] - 0s 824us/step - loss: 0.3381 - accuracy: 0.8647
Epoch 347/500
113/113 [==============================] - 0s 809us/step - loss: 0.3378 - accuracy: 0.8651
Epoch 348/500
113/113 [==============================] - 0s 843us/step - loss: 0.3377 - accuracy: 0.8656
Epoch 349/500
113/113 [==============================] - 0s 841us/step - loss: 0.3378 - accuracy: 0.8647
Epoch 350/500
113/113 [==============================] - 0s 821us/step - loss: 0.3376 - accuracy: 0.8651
Epoch 351/500
113/113 [==============================] - 0s 823us/step - loss: 0.3373 - accuracy: 0.8657
Epoch 352/500
113/113 [==============================] - 0s 803us/step - loss: 0.3373 - accuracy: 0.8654
Epoch 353/500
113/113 [==============================] - 0s 800us/step - loss: 0.3371 - accuracy: 0.8657
Epoch 354/500
113/113 [==============================] - 0s 821us/step - loss: 0.3371 - accuracy: 0.8662
Epoch 355/500
113/113 [==============================] - 0s 868us/step - loss: 0.3367 - accuracy: 0.8657
Epoch 356/500
113/113 [==============================] - 0s 835us/step - loss: 0.3369 - accuracy: 0.8656
Epoch 357/500
113/113 [==============================] - 0s 794us/step - loss: 0.3368 - accuracy: 0.8667
Epoch 358/500
113/113 [==============================] - 0s 811us/step - loss: 0.3366 - accuracy: 0.8662
Epoch 359/500
113/113 [==============================] - 0s 818us/step - loss: 0.3367 - accuracy: 0.8668
Epoch 360/500
113/113 [==============================] - 0s 792us/step - loss: 0.3365 - accuracy: 0.8658
Epoch 361/500
113/113 [==============================] - 0s 792us/step - loss: 0.3364 - accuracy: 0.8657
Epoch 362/500
113/113 [==============================] - 0s 825us/step - loss: 0.3362 - accuracy: 0.8667
Epoch 363/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3362 - accuracy: 0.8651
Epoch 364/500
113/113 [==============================] - 0s 855us/step - loss: 0.3361 - accuracy: 0.8646
Epoch 365/500
113/113 [==============================] - 0s 795us/step - loss: 0.3359 - accuracy: 0.8650
Epoch 366/500
113/113 [==============================] - 0s 824us/step - loss: 0.3360 - accuracy: 0.8647
Epoch 367/500
113/113 [==============================] - 0s 836us/step - loss: 0.3361 - accuracy: 0.8665
Epoch 368/500
113/113 [==============================] - 0s 815us/step - loss: 0.3358 - accuracy: 0.8654
Epoch 369/500
113/113 [==============================] - 0s 824us/step - loss: 0.3355 - accuracy: 0.8662
Epoch 370/500
113/113 [==============================] - 0s 794us/step - loss: 0.3357 - accuracy: 0.8664
Epoch 371/500
113/113 [==============================] - 0s 788us/step - loss: 0.3356 - accuracy: 0.8658
Epoch 372/500
113/113 [==============================] - 0s 821us/step - loss: 0.3357 - accuracy: 0.8644
Epoch 373/500
113/113 [==============================] - 0s 816us/step - loss: 0.3355 - accuracy: 0.8657
Epoch 374/500
113/113 [==============================] - 0s 784us/step - loss: 0.3353 - accuracy: 0.8662
Epoch 375/500
113/113 [==============================] - 0s 816us/step - loss: 0.3354 - accuracy: 0.8656
Epoch 376/500
113/113 [==============================] - 0s 787us/step - loss: 0.3354 - accuracy: 0.8656
Epoch 377/500
113/113 [==============================] - 0s 924us/step - loss: 0.3349 - accuracy: 0.8675
Epoch 378/500
113/113 [==============================] - 0s 810us/step - loss: 0.3352 - accuracy: 0.8647
Epoch 379/500
113/113 [==============================] - 0s 833us/step - loss: 0.3350 - accuracy: 0.8672
Epoch 380/500
113/113 [==============================] - 0s 827us/step - loss: 0.3352 - accuracy: 0.8685
Epoch 381/500
113/113 [==============================] - 0s 788us/step - loss: 0.3351 - accuracy: 0.8654
Epoch 382/500
113/113 [==============================] - 0s 823us/step - loss: 0.3348 - accuracy: 0.8675
Epoch 383/500
113/113 [==============================] - 0s 791us/step - loss: 0.3346 - accuracy: 0.8654
Epoch 384/500
113/113 [==============================] - 0s 807us/step - loss: 0.3349 - accuracy: 0.8658
Epoch 385/500
113/113 [==============================] - 0s 811us/step - loss: 0.3346 - accuracy: 0.8658
Epoch 386/500
113/113 [==============================] - 0s 792us/step - loss: 0.3349 - accuracy: 0.8662
Epoch 387/500
113/113 [==============================] - 0s 871us/step - loss: 0.3346 - accuracy: 0.8665
Epoch 388/500
113/113 [==============================] - 0s 817us/step - loss: 0.3346 - accuracy: 0.8668
Epoch 389/500
113/113 [==============================] - 0s 799us/step - loss: 0.3345 - accuracy: 0.8674
Epoch 390/500
113/113 [==============================] - 0s 818us/step - loss: 0.3346 - accuracy: 0.8653
Epoch 391/500
113/113 [==============================] - 0s 799us/step - loss: 0.3342 - accuracy: 0.8640
Epoch 392/500
113/113 [==============================] - 0s 794us/step - loss: 0.3345 - accuracy: 0.8649
Epoch 393/500
113/113 [==============================] - 0s 821us/step - loss: 0.3342 - accuracy: 0.8674
Epoch 394/500
113/113 [==============================] - 0s 799us/step - loss: 0.3343 - accuracy: 0.8658
Epoch 395/500
113/113 [==============================] - 0s 826us/step - loss: 0.3341 - accuracy: 0.8654
Epoch 396/500
113/113 [==============================] - 0s 811us/step - loss: 0.3342 - accuracy: 0.8671
Epoch 397/500
113/113 [==============================] - 0s 882us/step - loss: 0.3341 - accuracy: 0.8674
Epoch 398/500
113/113 [==============================] - 0s 832us/step - loss: 0.3341 - accuracy: 0.8671
Epoch 399/500
113/113 [==============================] - 0s 794us/step - loss: 0.3339 - accuracy: 0.8678
Epoch 400/500
113/113 [==============================] - 0s 802us/step - loss: 0.3338 - accuracy: 0.8661
Epoch 401/500
113/113 [==============================] - 0s 822us/step - loss: 0.3336 - accuracy: 0.8669
Epoch 402/500
113/113 [==============================] - 0s 787us/step - loss: 0.3337 - accuracy: 0.8665
Epoch 403/500
113/113 [==============================] - 0s 783us/step - loss: 0.3338 - accuracy: 0.8667
Epoch 404/500
113/113 [==============================] - 0s 820us/step - loss: 0.3336 - accuracy: 0.8660
Epoch 405/500
113/113 [==============================] - 0s 811us/step - loss: 0.3336 - accuracy: 0.8674
Epoch 406/500
113/113 [==============================] - 0s 822us/step - loss: 0.3333 - accuracy: 0.8679
Epoch 407/500
113/113 [==============================] - 0s 793us/step - loss: 0.3336 - accuracy: 0.8665
Epoch 408/500
113/113 [==============================] - 0s 879us/step - loss: 0.3333 - accuracy: 0.8668
Epoch 409/500
113/113 [==============================] - 0s 862us/step - loss: 0.3332 - accuracy: 0.8668
Epoch 410/500
113/113 [==============================] - 0s 802us/step - loss: 0.3333 - accuracy: 0.8668
Epoch 411/500
113/113 [==============================] - 0s 834us/step - loss: 0.3334 - accuracy: 0.8664
Epoch 412/500
113/113 [==============================] - 0s 786us/step - loss: 0.3332 - accuracy: 0.8665
Epoch 413/500
113/113 [==============================] - 0s 803us/step - loss: 0.3330 - accuracy: 0.8668
Epoch 414/500
113/113 [==============================] - 0s 813us/step - loss: 0.3331 - accuracy: 0.8662
Epoch 415/500
113/113 [==============================] - 0s 833us/step - loss: 0.3332 - accuracy: 0.8674
Epoch 416/500
113/113 [==============================] - 0s 818us/step - loss: 0.3330 - accuracy: 0.8661
Epoch 417/500
113/113 [==============================] - 0s 813us/step - loss: 0.3329 - accuracy: 0.8656
Epoch 418/500
113/113 [==============================] - 0s 789us/step - loss: 0.3332 - accuracy: 0.8668
Epoch 419/500
113/113 [==============================] - 0s 809us/step - loss: 0.3329 - accuracy: 0.8676
Epoch 420/500
113/113 [==============================] - 0s 787us/step - loss: 0.3327 - accuracy: 0.8679
Epoch 421/500
113/113 [==============================] - 0s 844us/step - loss: 0.3328 - accuracy: 0.8667
Epoch 422/500
113/113 [==============================] - 0s 828us/step - loss: 0.3325 - accuracy: 0.8661
Epoch 423/500
113/113 [==============================] - 0s 788us/step - loss: 0.3328 - accuracy: 0.8679
Epoch 424/500
113/113 [==============================] - 0s 786us/step - loss: 0.3328 - accuracy: 0.8671
Epoch 425/500
113/113 [==============================] - 0s 820us/step - loss: 0.3327 - accuracy: 0.8672
Epoch 426/500
113/113 [==============================] - 0s 797us/step - loss: 0.3326 - accuracy: 0.8672
Epoch 427/500
113/113 [==============================] - 0s 813us/step - loss: 0.3325 - accuracy: 0.8675
Epoch 428/500
113/113 [==============================] - 0s 787us/step - loss: 0.3325 - accuracy: 0.8671
Epoch 429/500
113/113 [==============================] - 0s 795us/step - loss: 0.3322 - accuracy: 0.8658
Epoch 430/500
113/113 [==============================] - 0s 821us/step - loss: 0.3324 - accuracy: 0.8661
Epoch 431/500
113/113 [==============================] - 0s 906us/step - loss: 0.3323 - accuracy: 0.8658
Epoch 432/500
113/113 [==============================] - 0s 804us/step - loss: 0.3321 - accuracy: 0.8678
Epoch 433/500
113/113 [==============================] - 0s 849us/step - loss: 0.3321 - accuracy: 0.8661
Epoch 434/500
113/113 [==============================] - 0s 792us/step - loss: 0.3319 - accuracy: 0.8669
Epoch 435/500
113/113 [==============================] - 0s 821us/step - loss: 0.3319 - accuracy: 0.8661
Epoch 436/500
113/113 [==============================] - 0s 792us/step - loss: 0.3323 - accuracy: 0.8674
Epoch 437/500
113/113 [==============================] - 0s 788us/step - loss: 0.3314 - accuracy: 0.8668
Epoch 438/500
113/113 [==============================] - 0s 840us/step - loss: 0.3320 - accuracy: 0.8687
Epoch 439/500
113/113 [==============================] - 0s 914us/step - loss: 0.3318 - accuracy: 0.8657
Epoch 440/500
113/113 [==============================] - 0s 789us/step - loss: 0.3317 - accuracy: 0.8669
Epoch 441/500
113/113 [==============================] - 0s 837us/step - loss: 0.3315 - accuracy: 0.8679
Epoch 442/500
113/113 [==============================] - 0s 797us/step - loss: 0.3313 - accuracy: 0.8679
Epoch 443/500
113/113 [==============================] - 0s 827us/step - loss: 0.3316 - accuracy: 0.8667
Epoch 444/500
113/113 [==============================] - 0s 795us/step - loss: 0.3313 - accuracy: 0.8654
Epoch 445/500
113/113 [==============================] - 0s 804us/step - loss: 0.3312 - accuracy: 0.8674
Epoch 446/500
113/113 [==============================] - 0s 815us/step - loss: 0.3311 - accuracy: 0.8662
Epoch 447/500
113/113 [==============================] - 0s 797us/step - loss: 0.3317 - accuracy: 0.8668
Epoch 448/500
113/113 [==============================] - 0s 805us/step - loss: 0.3313 - accuracy: 0.8661
Epoch 449/500
113/113 [==============================] - 0s 843us/step - loss: 0.3314 - accuracy: 0.8662
Epoch 450/500
113/113 [==============================] - 0s 798us/step - loss: 0.3313 - accuracy: 0.8669
Epoch 451/500
113/113 [==============================] - 0s 864us/step - loss: 0.3314 - accuracy: 0.8662
Epoch 452/500
113/113 [==============================] - 0s 797us/step - loss: 0.3311 - accuracy: 0.8679
Epoch 453/500
113/113 [==============================] - 0s 785us/step - loss: 0.3313 - accuracy: 0.8658
Epoch 454/500
113/113 [==============================] - 0s 842us/step - loss: 0.3310 - accuracy: 0.8656
Epoch 455/500
113/113 [==============================] - 0s 794us/step - loss: 0.3312 - accuracy: 0.8674
Epoch 456/500
113/113 [==============================] - 0s 790us/step - loss: 0.3310 - accuracy: 0.8681
Epoch 457/500
113/113 [==============================] - 0s 822us/step - loss: 0.3308 - accuracy: 0.8674
Epoch 458/500
113/113 [==============================] - 0s 804us/step - loss: 0.3308 - accuracy: 0.8656
Epoch 459/500
113/113 [==============================] - 0s 832us/step - loss: 0.3307 - accuracy: 0.8671
Epoch 460/500
113/113 [==============================] - 0s 819us/step - loss: 0.3311 - accuracy: 0.8671
Epoch 461/500
113/113 [==============================] - 0s 794us/step - loss: 0.3308 - accuracy: 0.8665
Epoch 462/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3311 - accuracy: 0.8686
Epoch 463/500
113/113 [==============================] - 0s 800us/step - loss: 0.3307 - accuracy: 0.8671
Epoch 464/500
113/113 [==============================] - 0s 821us/step - loss: 0.3309 - accuracy: 0.8682
Epoch 465/500
113/113 [==============================] - 0s 788us/step - loss: 0.3308 - accuracy: 0.8658
Epoch 466/500
113/113 [==============================] - 0s 794us/step - loss: 0.3309 - accuracy: 0.8679
Epoch 467/500
113/113 [==============================] - 0s 817us/step - loss: 0.3307 - accuracy: 0.8674
Epoch 468/500
113/113 [==============================] - 0s 801us/step - loss: 0.3309 - accuracy: 0.8672
Epoch 469/500
113/113 [==============================] - 0s 800us/step - loss: 0.3308 - accuracy: 0.8667
Epoch 470/500
113/113 [==============================] - 0s 839us/step - loss: 0.3308 - accuracy: 0.8672
Epoch 471/500
113/113 [==============================] - 0s 791us/step - loss: 0.3307 - accuracy: 0.8658
Epoch 472/500
113/113 [==============================] - 0s 866us/step - loss: 0.3306 - accuracy: 0.8674
Epoch 473/500
113/113 [==============================] - 0s 790us/step - loss: 0.3305 - accuracy: 0.8665
Epoch 474/500
113/113 [==============================] - 0s 795us/step - loss: 0.3304 - accuracy: 0.8665
Epoch 475/500
113/113 [==============================] - 0s 839us/step - loss: 0.3305 - accuracy: 0.8679
Epoch 476/500
113/113 [==============================] - 0s 790us/step - loss: 0.3303 - accuracy: 0.8678
Epoch 477/500
113/113 [==============================] - 0s 786us/step - loss: 0.3308 - accuracy: 0.8664
Epoch 478/500
113/113 [==============================] - 0s 816us/step - loss: 0.3304 - accuracy: 0.8676
Epoch 479/500
113/113 [==============================] - 0s 787us/step - loss: 0.3305 - accuracy: 0.8683
Epoch 480/500
113/113 [==============================] - 0s 842us/step - loss: 0.3302 - accuracy: 0.8681
Epoch 481/500
113/113 [==============================] - 0s 787us/step - loss: 0.3305 - accuracy: 0.8675
Epoch 482/500
113/113 [==============================] - 0s 861us/step - loss: 0.3304 - accuracy: 0.8676
Epoch 483/500
113/113 [==============================] - 0s 819us/step - loss: 0.3305 - accuracy: 0.8665
Epoch 484/500
113/113 [==============================] - 0s 806us/step - loss: 0.3303 - accuracy: 0.8685
Epoch 485/500
113/113 [==============================] - 0s 805us/step - loss: 0.3303 - accuracy: 0.8685
Epoch 486/500
113/113 [==============================] - 0s 841us/step - loss: 0.3302 - accuracy: 0.8671
Epoch 487/500
113/113 [==============================] - 0s 794us/step - loss: 0.3300 - accuracy: 0.8668
Epoch 488/500
113/113 [==============================] - 0s 816us/step - loss: 0.3299 - accuracy: 0.8643
Epoch 489/500
113/113 [==============================] - 0s 791us/step - loss: 0.3304 - accuracy: 0.8669
Epoch 490/500
113/113 [==============================] - 0s 789us/step - loss: 0.3300 - accuracy: 0.8664
Epoch 491/500
113/113 [==============================] - 0s 829us/step - loss: 0.3300 - accuracy: 0.8657
Epoch 492/500
113/113 [==============================] - 0s 794us/step - loss: 0.3304 - accuracy: 0.8667
Epoch 493/500
113/113 [==============================] - 0s 864us/step - loss: 0.3301 - accuracy: 0.8657
Epoch 494/500
113/113 [==============================] - 0s 808us/step - loss: 0.3296 - accuracy: 0.8662
Epoch 495/500
113/113 [==============================] - 0s 783us/step - loss: 0.3303 - accuracy: 0.8656
Epoch 496/500
113/113 [==============================] - 0s 825us/step - loss: 0.3300 - accuracy: 0.8678
Epoch 497/500
113/113 [==============================] - 0s 794us/step - loss: 0.3299 - accuracy: 0.8667
Epoch 498/500
113/113 [==============================] - 0s 789us/step - loss: 0.3299 - accuracy: 0.8679
Epoch 499/500
113/113 [==============================] - 0s 816us/step - loss: 0.3301 - accuracy: 0.8662
Epoch 500/500
113/113 [==============================] - 0s 789us/step - loss: 0.3298 - accuracy: 0.8661
Epoch 1/500
113/113 [==============================] - 0s 829us/step - loss: 0.6517 - accuracy: 0.7949
Epoch 2/500
113/113 [==============================] - 0s 824us/step - loss: 0.5925 - accuracy: 0.7978
Epoch 3/500
113/113 [==============================] - 0s 902us/step - loss: 0.5583 - accuracy: 0.7978
Epoch 4/500
113/113 [==============================] - 0s 844us/step - loss: 0.5378 - accuracy: 0.7978
Epoch 5/500
113/113 [==============================] - 0s 864us/step - loss: 0.5255 - accuracy: 0.7978
Epoch 6/500
113/113 [==============================] - 0s 841us/step - loss: 0.5178 - accuracy: 0.7978
Epoch 7/500
113/113 [==============================] - 0s 857us/step - loss: 0.5128 - accuracy: 0.7978
Epoch 8/500
113/113 [==============================] - 0s 898us/step - loss: 0.5097 - accuracy: 0.7978
Epoch 9/500
113/113 [==============================] - 0s 844us/step - loss: 0.5076 - accuracy: 0.7978
Epoch 10/500
113/113 [==============================] - 0s 988us/step - loss: 0.5062 - accuracy: 0.7978
Epoch 11/500
113/113 [==============================] - 0s 846us/step - loss: 0.5053 - accuracy: 0.7978
Epoch 12/500
113/113 [==============================] - 0s 845us/step - loss: 0.5047 - accuracy: 0.7978
Epoch 13/500
113/113 [==============================] - 0s 910us/step - loss: 0.5043 - accuracy: 0.7978
Epoch 14/500
113/113 [==============================] - 0s 847us/step - loss: 0.5041 - accuracy: 0.7978
Epoch 15/500
113/113 [==============================] - 0s 873us/step - loss: 0.5039 - accuracy: 0.7978
Epoch 16/500
113/113 [==============================] - 0s 864us/step - loss: 0.5038 - accuracy: 0.7978
Epoch 17/500
113/113 [==============================] - 0s 858us/step - loss: 0.5037 - accuracy: 0.7978
Epoch 18/500
113/113 [==============================] - 0s 916us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 19/500
113/113 [==============================] - 0s 974us/step - loss: 0.5036 - accuracy: 0.7978
Epoch 20/500
113/113 [==============================] - 0s 901us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 21/500
113/113 [==============================] - 0s 870us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 22/500
113/113 [==============================] - 0s 880us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 23/500
113/113 [==============================] - 0s 855us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 24/500
113/113 [==============================] - 0s 854us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 25/500
113/113 [==============================] - 0s 885us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 26/500
113/113 [==============================] - 0s 845us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 27/500
113/113 [==============================] - 0s 900us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 28/500
113/113 [==============================] - 0s 863us/step - loss: 0.5035 - accuracy: 0.79780s - loss: 0.5079 - accuracy: 0.79
Epoch 29/500
113/113 [==============================] - 0s 882us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 30/500
113/113 [==============================] - 0s 877us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 31/500
113/113 [==============================] - 0s 850us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 32/500
113/113 [==============================] - 0s 898us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 33/500
113/113 [==============================] - 0s 868us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 34/500
113/113 [==============================] - 0s 849us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 35/500
113/113 [==============================] - 0s 895us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 36/500
113/113 [==============================] - 0s 846us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 37/500
113/113 [==============================] - 0s 898us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 38/500
113/113 [==============================] - 0s 850us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 39/500
113/113 [==============================] - 0s 919us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 40/500
113/113 [==============================] - 0s 867us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 41/500
113/113 [==============================] - 0s 875us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 42/500
113/113 [==============================] - 0s 897us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 43/500
113/113 [==============================] - 0s 862us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 44/500
113/113 [==============================] - 0s 843us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 45/500
113/113 [==============================] - 0s 901us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 46/500
113/113 [==============================] - 0s 852us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 47/500
113/113 [==============================] - 0s 881us/step - loss: 0.5035 - accuracy: 0.7978
Epoch 48/500
113/113 [==============================] - 0s 850us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 49/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5034 - accuracy: 0.7978
Epoch 50/500
113/113 [==============================] - 0s 972us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 51/500
113/113 [==============================] - 0s 825us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 52/500
113/113 [==============================] - 0s 807us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 53/500
113/113 [==============================] - 0s 830us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 54/500
113/113 [==============================] - 0s 831us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 55/500
113/113 [==============================] - 0s 800us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 56/500
113/113 [==============================] - 0s 810us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 57/500
113/113 [==============================] - 0s 823us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 58/500
113/113 [==============================] - 0s 851us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 59/500
113/113 [==============================] - 0s 835us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 60/500
113/113 [==============================] - 0s 841us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 61/500
113/113 [==============================] - 0s 802us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 62/500
113/113 [==============================] - 0s 831us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 63/500
113/113 [==============================] - 0s 849us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 64/500
113/113 [==============================] - 0s 799us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 65/500
113/113 [==============================] - 0s 836us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 66/500
113/113 [==============================] - 0s 820us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 67/500
113/113 [==============================] - 0s 832us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 68/500
113/113 [==============================] - 0s 816us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 69/500
113/113 [==============================] - 0s 854us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 70/500
113/113 [==============================] - 0s 834us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 71/500
113/113 [==============================] - 0s 803us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 72/500
113/113 [==============================] - 0s 837us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 73/500
113/113 [==============================] - 0s 806us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 74/500
113/113 [==============================] - 0s 827us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 75/500
113/113 [==============================] - 0s 830us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 76/500
113/113 [==============================] - 0s 801us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 77/500
113/113 [==============================] - 0s 800us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 78/500
113/113 [==============================] - 0s 823us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 79/500
113/113 [==============================] - 0s 935us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 80/500
113/113 [==============================] - 0s 829us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 81/500
113/113 [==============================] - 0s 844us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 82/500
113/113 [==============================] - 0s 817us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 83/500
113/113 [==============================] - 0s 831us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 84/500
113/113 [==============================] - 0s 823us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 85/500
113/113 [==============================] - 0s 833us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 86/500
113/113 [==============================] - 0s 803us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 87/500
113/113 [==============================] - 0s 800us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 88/500
113/113 [==============================] - 0s 822us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 89/500
113/113 [==============================] - 0s 911us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 90/500
113/113 [==============================] - 0s 813us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 91/500
113/113 [==============================] - 0s 813us/step - loss: 0.5034 - accuracy: 0.7978
Epoch 92/500
113/113 [==============================] - 0s 808us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 93/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5033 - accuracy: 0.7978
Epoch 94/500
113/113 [==============================] - 0s 786us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 95/500
113/113 [==============================] - 0s 810us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 96/500
113/113 [==============================] - 0s 832us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 97/500
113/113 [==============================] - 0s 808us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 98/500
113/113 [==============================] - 0s 804us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 99/500
113/113 [==============================] - 0s 824us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 100/500
113/113 [==============================] - 0s 953us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 101/500
113/113 [==============================] - 0s 844us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 102/500
113/113 [==============================] - 0s 783us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 103/500
113/113 [==============================] - 0s 792us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 104/500
113/113 [==============================] - 0s 821us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 105/500
113/113 [==============================] - 0s 796us/step - loss: 0.5033 - accuracy: 0.7978
Epoch 106/500
113/113 [==============================] - 0s 783us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 107/500
113/113 [==============================] - 0s 835us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 108/500
113/113 [==============================] - 0s 808us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 109/500
113/113 [==============================] - 0s 822us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 110/500
113/113 [==============================] - 0s 841us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 111/500
113/113 [==============================] - 0s 793us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 112/500
113/113 [==============================] - 0s 824us/step - loss: 0.5032 - accuracy: 0.7978
Epoch 113/500
113/113 [==============================] - 0s 800us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 114/500
113/113 [==============================] - 0s 818us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 115/500
113/113 [==============================] - 0s 804us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 116/500
113/113 [==============================] - 0s 806us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 117/500
113/113 [==============================] - 0s 822us/step - loss: 0.5031 - accuracy: 0.7978
Epoch 118/500
113/113 [==============================] - 0s 799us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 119/500
113/113 [==============================] - 0s 791us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 120/500
113/113 [==============================] - 0s 824us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 121/500
113/113 [==============================] - 0s 863us/step - loss: 0.5030 - accuracy: 0.7978
Epoch 122/500
113/113 [==============================] - 0s 831us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 123/500
113/113 [==============================] - 0s 814us/step - loss: 0.5029 - accuracy: 0.7978
Epoch 124/500
113/113 [==============================] - 0s 810us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 125/500
113/113 [==============================] - 0s 815us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 126/500
113/113 [==============================] - 0s 812us/step - loss: 0.5028 - accuracy: 0.7978
Epoch 127/500
113/113 [==============================] - 0s 804us/step - loss: 0.5027 - accuracy: 0.7978
Epoch 128/500
113/113 [==============================] - 0s 818us/step - loss: 0.5027 - accuracy: 0.7978
Epoch 129/500
113/113 [==============================] - 0s 798us/step - loss: 0.5026 - accuracy: 0.7978
Epoch 130/500
113/113 [==============================] - 0s 844us/step - loss: 0.5026 - accuracy: 0.7978
Epoch 131/500
113/113 [==============================] - 0s 794us/step - loss: 0.5025 - accuracy: 0.7978
Epoch 132/500
113/113 [==============================] - 0s 944us/step - loss: 0.5025 - accuracy: 0.7978
Epoch 133/500
113/113 [==============================] - 0s 838us/step - loss: 0.5024 - accuracy: 0.7978
Epoch 134/500
113/113 [==============================] - 0s 797us/step - loss: 0.5023 - accuracy: 0.7978
Epoch 135/500
113/113 [==============================] - 0s 796us/step - loss: 0.5022 - accuracy: 0.7978
Epoch 136/500
113/113 [==============================] - 0s 803us/step - loss: 0.5022 - accuracy: 0.7978
Epoch 137/500
113/113 [==============================] - 0s 837us/step - loss: 0.5021 - accuracy: 0.7978
Epoch 138/500
113/113 [==============================] - 0s 817us/step - loss: 0.5020 - accuracy: 0.7978
Epoch 139/500
113/113 [==============================] - 0s 805us/step - loss: 0.5019 - accuracy: 0.7978
Epoch 140/500
113/113 [==============================] - 0s 792us/step - loss: 0.5017 - accuracy: 0.7978
Epoch 141/500
113/113 [==============================] - 0s 817us/step - loss: 0.5016 - accuracy: 0.7978
Epoch 142/500
113/113 [==============================] - 0s 925us/step - loss: 0.5015 - accuracy: 0.7978
Epoch 143/500
113/113 [==============================] - 0s 809us/step - loss: 0.5013 - accuracy: 0.7978
Epoch 144/500
113/113 [==============================] - 0s 802us/step - loss: 0.5012 - accuracy: 0.7978
Epoch 145/500
113/113 [==============================] - 0s 816us/step - loss: 0.5010 - accuracy: 0.7978
Epoch 146/500
113/113 [==============================] - 0s 878us/step - loss: 0.5008 - accuracy: 0.7978
Epoch 147/500
113/113 [==============================] - 0s 811us/step - loss: 0.5006 - accuracy: 0.7978
Epoch 148/500
113/113 [==============================] - 0s 815us/step - loss: 0.5004 - accuracy: 0.7978
Epoch 149/500
113/113 [==============================] - 0s 836us/step - loss: 0.5001 - accuracy: 0.7978
Epoch 150/500
113/113 [==============================] - 0s 806us/step - loss: 0.4999 - accuracy: 0.7978
Epoch 151/500
113/113 [==============================] - 0s 829us/step - loss: 0.4996 - accuracy: 0.7978
Epoch 152/500
113/113 [==============================] - 0s 845us/step - loss: 0.4992 - accuracy: 0.7978
Epoch 153/500
113/113 [==============================] - 0s 828us/step - loss: 0.4989 - accuracy: 0.7978
Epoch 154/500
113/113 [==============================] - 0s 832us/step - loss: 0.4985 - accuracy: 0.7978
Epoch 155/500
113/113 [==============================] - 0s 798us/step - loss: 0.4980 - accuracy: 0.7978
Epoch 156/500
113/113 [==============================] - 0s 828us/step - loss: 0.4975 - accuracy: 0.7978
Epoch 157/500
113/113 [==============================] - 0s 793us/step - loss: 0.4970 - accuracy: 0.7978
Epoch 158/500
113/113 [==============================] - 0s 806us/step - loss: 0.4964 - accuracy: 0.7978
Epoch 159/500
113/113 [==============================] - 0s 820us/step - loss: 0.4957 - accuracy: 0.7978
Epoch 160/500
113/113 [==============================] - 0s 795us/step - loss: 0.4950 - accuracy: 0.7978
Epoch 161/500
113/113 [==============================] - 0s 795us/step - loss: 0.4942 - accuracy: 0.7978
Epoch 162/500
113/113 [==============================] - 0s 823us/step - loss: 0.4933 - accuracy: 0.7978
Epoch 163/500
113/113 [==============================] - 0s 868us/step - loss: 0.4923 - accuracy: 0.7978
Epoch 164/500
113/113 [==============================] - 0s 811us/step - loss: 0.4913 - accuracy: 0.7978
Epoch 165/500
113/113 [==============================] - 0s 807us/step - loss: 0.4900 - accuracy: 0.7978
Epoch 166/500
113/113 [==============================] - 0s 794us/step - loss: 0.4887 - accuracy: 0.7978
Epoch 167/500
113/113 [==============================] - 0s 818us/step - loss: 0.4873 - accuracy: 0.7978
Epoch 168/500
113/113 [==============================] - 0s 797us/step - loss: 0.4857 - accuracy: 0.7978
Epoch 169/500
113/113 [==============================] - 0s 821us/step - loss: 0.4840 - accuracy: 0.7978
Epoch 170/500
113/113 [==============================] - 0s 814us/step - loss: 0.4821 - accuracy: 0.7978
Epoch 171/500
113/113 [==============================] - 0s 795us/step - loss: 0.4800 - accuracy: 0.7978
Epoch 172/500
113/113 [==============================] - 0s 829us/step - loss: 0.4778 - accuracy: 0.7978
Epoch 173/500
113/113 [==============================] - 0s 885us/step - loss: 0.4754 - accuracy: 0.7978
Epoch 174/500
113/113 [==============================] - 0s 832us/step - loss: 0.4729 - accuracy: 0.7978
Epoch 175/500
113/113 [==============================] - 0s 834us/step - loss: 0.4703 - accuracy: 0.7978
Epoch 176/500
113/113 [==============================] - 0s 801us/step - loss: 0.4675 - accuracy: 0.7978
Epoch 177/500
113/113 [==============================] - 0s 810us/step - loss: 0.4646 - accuracy: 0.7978
Epoch 178/500
113/113 [==============================] - 0s 834us/step - loss: 0.4617 - accuracy: 0.7978
Epoch 179/500
113/113 [==============================] - 0s 807us/step - loss: 0.4587 - accuracy: 0.7978
Epoch 180/500
113/113 [==============================] - 0s 825us/step - loss: 0.4558 - accuracy: 0.7978
Epoch 181/500
113/113 [==============================] - 0s 800us/step - loss: 0.4528 - accuracy: 0.7978
Epoch 182/500
113/113 [==============================] - 0s 795us/step - loss: 0.4499 - accuracy: 0.7978
Epoch 183/500
113/113 [==============================] - 0s 822us/step - loss: 0.4472 - accuracy: 0.7978
Epoch 184/500
113/113 [==============================] - 0s 879us/step - loss: 0.4445 - accuracy: 0.7978
Epoch 185/500
113/113 [==============================] - 0s 834us/step - loss: 0.4421 - accuracy: 0.7978
Epoch 186/500
113/113 [==============================] - 0s 853us/step - loss: 0.4398 - accuracy: 0.7978
Epoch 187/500
113/113 [==============================] - 0s 801us/step - loss: 0.4378 - accuracy: 0.7978
Epoch 188/500
113/113 [==============================] - 0s 820us/step - loss: 0.4360 - accuracy: 0.7978
Epoch 189/500
113/113 [==============================] - 0s 798us/step - loss: 0.4344 - accuracy: 0.7978
Epoch 190/500
113/113 [==============================] - 0s 806us/step - loss: 0.4331 - accuracy: 0.7978
Epoch 191/500
113/113 [==============================] - 0s 834us/step - loss: 0.4320 - accuracy: 0.7978
Epoch 192/500
113/113 [==============================] - 0s 793us/step - loss: 0.4311 - accuracy: 0.7976
Epoch 193/500
113/113 [==============================] - 0s 818us/step - loss: 0.4303 - accuracy: 0.7972
Epoch 194/500
113/113 [==============================] - 0s 811us/step - loss: 0.4297 - accuracy: 0.7967
Epoch 195/500
113/113 [==============================] - 0s 863us/step - loss: 0.4292 - accuracy: 0.7960
Epoch 196/500
113/113 [==============================] - 0s 838us/step - loss: 0.4288 - accuracy: 0.7949
Epoch 197/500
113/113 [==============================] - 0s 797us/step - loss: 0.4285 - accuracy: 0.7939
Epoch 198/500
113/113 [==============================] - 0s 801us/step - loss: 0.4282 - accuracy: 0.7932
Epoch 199/500
113/113 [==============================] - 0s 817us/step - loss: 0.4280 - accuracy: 0.7926
Epoch 200/500
113/113 [==============================] - 0s 802us/step - loss: 0.4279 - accuracy: 0.7917
Epoch 201/500
113/113 [==============================] - 0s 808us/step - loss: 0.4277 - accuracy: 0.7918
Epoch 202/500
113/113 [==============================] - 0s 803us/step - loss: 0.4276 - accuracy: 0.7922
Epoch 203/500
113/113 [==============================] - 0s 787us/step - loss: 0.4275 - accuracy: 0.7921
Epoch 204/500
113/113 [==============================] - 0s 788us/step - loss: 0.4274 - accuracy: 0.7911
Epoch 205/500
113/113 [==============================] - 0s 822us/step - loss: 0.4273 - accuracy: 0.7917
Epoch 206/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7925
Epoch 207/500
113/113 [==============================] - 0s 867us/step - loss: 0.4271 - accuracy: 0.7924
Epoch 208/500
113/113 [==============================] - 0s 800us/step - loss: 0.4271 - accuracy: 0.7921
Epoch 209/500
113/113 [==============================] - 0s 789us/step - loss: 0.4270 - accuracy: 0.7926
Epoch 210/500
113/113 [==============================] - 0s 802us/step - loss: 0.4270 - accuracy: 0.7922
Epoch 211/500
113/113 [==============================] - 0s 820us/step - loss: 0.4269 - accuracy: 0.7924
Epoch 212/500
113/113 [==============================] - 0s 825us/step - loss: 0.4269 - accuracy: 0.7926
Epoch 213/500
113/113 [==============================] - 0s 826us/step - loss: 0.4268 - accuracy: 0.7921
Epoch 214/500
113/113 [==============================] - 0s 798us/step - loss: 0.4268 - accuracy: 0.7924
Epoch 215/500
113/113 [==============================] - 0s 963us/step - loss: 0.4267 - accuracy: 0.7926
Epoch 216/500
113/113 [==============================] - 0s 856us/step - loss: 0.4267 - accuracy: 0.7932
Epoch 217/500
113/113 [==============================] - 0s 801us/step - loss: 0.4266 - accuracy: 0.7926
Epoch 218/500
113/113 [==============================] - 0s 817us/step - loss: 0.4266 - accuracy: 0.7933
Epoch 219/500
113/113 [==============================] - 0s 858us/step - loss: 0.4265 - accuracy: 0.7931
Epoch 220/500
113/113 [==============================] - 0s 813us/step - loss: 0.4265 - accuracy: 0.7929
Epoch 221/500
113/113 [==============================] - 0s 802us/step - loss: 0.4264 - accuracy: 0.7933
Epoch 222/500
113/113 [==============================] - 0s 925us/step - loss: 0.4264 - accuracy: 0.7942
Epoch 223/500
113/113 [==============================] - 0s 819us/step - loss: 0.4263 - accuracy: 0.7944
Epoch 224/500
113/113 [==============================] - 0s 811us/step - loss: 0.4262 - accuracy: 0.7940
Epoch 225/500
113/113 [==============================] - 0s 807us/step - loss: 0.4262 - accuracy: 0.7949
Epoch 226/500
113/113 [==============================] - 0s 815us/step - loss: 0.4261 - accuracy: 0.7961
Epoch 227/500
113/113 [==============================] - 0s 842us/step - loss: 0.4261 - accuracy: 0.7950
Epoch 228/500
113/113 [==============================] - 0s 845us/step - loss: 0.4260 - accuracy: 0.7950
Epoch 229/500
113/113 [==============================] - 0s 828us/step - loss: 0.4259 - accuracy: 0.7958
Epoch 230/500
113/113 [==============================] - 0s 809us/step - loss: 0.4259 - accuracy: 0.7957
Epoch 231/500
113/113 [==============================] - 0s 803us/step - loss: 0.4258 - accuracy: 0.7958
Epoch 232/500
113/113 [==============================] - 0s 821us/step - loss: 0.4257 - accuracy: 0.7957
Epoch 233/500
113/113 [==============================] - 0s 799us/step - loss: 0.4257 - accuracy: 0.7956
Epoch 234/500
113/113 [==============================] - 0s 790us/step - loss: 0.4256 - accuracy: 0.7962
Epoch 235/500
113/113 [==============================] - 0s 818us/step - loss: 0.4255 - accuracy: 0.7962
Epoch 236/500
113/113 [==============================] - 0s 791us/step - loss: 0.4254 - accuracy: 0.7958
Epoch 237/500
113/113 [==============================] - 0s 824us/step - loss: 0.4253 - accuracy: 0.7962
Epoch 238/500
113/113 [==============================] - 0s 909us/step - loss: 0.4252 - accuracy: 0.7964
Epoch 239/500
113/113 [==============================] - 0s 794us/step - loss: 0.4251 - accuracy: 0.7978
Epoch 240/500
113/113 [==============================] - 0s 815us/step - loss: 0.4250 - accuracy: 0.7971
Epoch 241/500
113/113 [==============================] - 0s 806us/step - loss: 0.4249 - accuracy: 0.7974
Epoch 242/500
113/113 [==============================] - 0s 803us/step - loss: 0.4247 - accuracy: 0.7975
Epoch 243/500
113/113 [==============================] - 0s 816us/step - loss: 0.4245 - accuracy: 0.7972
Epoch 244/500
113/113 [==============================] - 0s 809us/step - loss: 0.4244 - accuracy: 0.7985
Epoch 245/500
113/113 [==============================] - 0s 880us/step - loss: 0.4242 - accuracy: 0.7986
Epoch 246/500
113/113 [==============================] - 0s 815us/step - loss: 0.4240 - accuracy: 0.7993
Epoch 247/500
113/113 [==============================] - 0s 806us/step - loss: 0.4237 - accuracy: 0.7990
Epoch 248/500
113/113 [==============================] - 0s 831us/step - loss: 0.4235 - accuracy: 0.7986
Epoch 249/500
113/113 [==============================] - 0s 814us/step - loss: 0.4232 - accuracy: 0.8004
Epoch 250/500
113/113 [==============================] - 0s 808us/step - loss: 0.4230 - accuracy: 0.7992
Epoch 251/500
113/113 [==============================] - 0s 808us/step - loss: 0.4227 - accuracy: 0.8003
Epoch 252/500
113/113 [==============================] - 0s 837us/step - loss: 0.4223 - accuracy: 0.8007
Epoch 253/500
113/113 [==============================] - 0s 835us/step - loss: 0.4219 - accuracy: 0.8011
Epoch 254/500
113/113 [==============================] - 0s 815us/step - loss: 0.4216 - accuracy: 0.8011
Epoch 255/500
113/113 [==============================] - 0s 795us/step - loss: 0.4212 - accuracy: 0.8014
Epoch 256/500
113/113 [==============================] - 0s 808us/step - loss: 0.4207 - accuracy: 0.8026
Epoch 257/500
113/113 [==============================] - 0s 906us/step - loss: 0.4202 - accuracy: 0.8024
Epoch 258/500
113/113 [==============================] - 0s 808us/step - loss: 0.4196 - accuracy: 0.8028
Epoch 259/500
113/113 [==============================] - 0s 840us/step - loss: 0.4190 - accuracy: 0.8039
Epoch 260/500
113/113 [==============================] - 0s 791us/step - loss: 0.4184 - accuracy: 0.8042
Epoch 261/500
113/113 [==============================] - 0s 801us/step - loss: 0.4177 - accuracy: 0.8050
Epoch 262/500
113/113 [==============================] - 0s 822us/step - loss: 0.4170 - accuracy: 0.8054
Epoch 263/500
113/113 [==============================] - 0s 794us/step - loss: 0.4162 - accuracy: 0.8074
Epoch 264/500
113/113 [==============================] - 0s 809us/step - loss: 0.4154 - accuracy: 0.8075
Epoch 265/500
113/113 [==============================] - 0s 837us/step - loss: 0.4145 - accuracy: 0.8083
Epoch 266/500
113/113 [==============================] - 0s 816us/step - loss: 0.4135 - accuracy: 0.8099
Epoch 267/500
113/113 [==============================] - 0s 889us/step - loss: 0.4125 - accuracy: 0.8108
Epoch 268/500
113/113 [==============================] - 0s 805us/step - loss: 0.4115 - accuracy: 0.8099
Epoch 269/500
113/113 [==============================] - 0s 798us/step - loss: 0.4103 - accuracy: 0.8110
Epoch 270/500
113/113 [==============================] - 0s 834us/step - loss: 0.4092 - accuracy: 0.8129
Epoch 271/500
113/113 [==============================] - 0s 802us/step - loss: 0.4080 - accuracy: 0.8139
Epoch 272/500
113/113 [==============================] - 0s 803us/step - loss: 0.4067 - accuracy: 0.8157
Epoch 273/500
113/113 [==============================] - 0s 806us/step - loss: 0.4053 - accuracy: 0.8163
Epoch 274/500
113/113 [==============================] - 0s 797us/step - loss: 0.4038 - accuracy: 0.8186
Epoch 275/500
113/113 [==============================] - 0s 854us/step - loss: 0.4022 - accuracy: 0.8200
Epoch 276/500
113/113 [==============================] - 0s 797us/step - loss: 0.4006 - accuracy: 0.8217
Epoch 277/500
113/113 [==============================] - 0s 795us/step - loss: 0.3988 - accuracy: 0.8240
Epoch 278/500
113/113 [==============================] - 0s 947us/step - loss: 0.3971 - accuracy: 0.8260
Epoch 279/500
113/113 [==============================] - 0s 817us/step - loss: 0.3952 - accuracy: 0.8267
Epoch 280/500
113/113 [==============================] - 0s 825us/step - loss: 0.3933 - accuracy: 0.8289
Epoch 281/500
113/113 [==============================] - 0s 986us/step - loss: 0.3913 - accuracy: 0.8321
Epoch 282/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3893 - accuracy: 0.8332
Epoch 283/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3872 - accuracy: 0.8372
Epoch 284/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3850 - accuracy: 0.8397
Epoch 285/500
113/113 [==============================] - 0s 844us/step - loss: 0.3827 - accuracy: 0.8411
Epoch 286/500
113/113 [==============================] - 0s 884us/step - loss: 0.3805 - accuracy: 0.8428
Epoch 287/500
113/113 [==============================] - 0s 956us/step - loss: 0.3785 - accuracy: 0.8471
Epoch 288/500
113/113 [==============================] - 0s 877us/step - loss: 0.3766 - accuracy: 0.8486
Epoch 289/500
113/113 [==============================] - 0s 926us/step - loss: 0.3747 - accuracy: 0.8485
Epoch 290/500
113/113 [==============================] - 0s 932us/step - loss: 0.3729 - accuracy: 0.8496
Epoch 291/500
113/113 [==============================] - 0s 848us/step - loss: 0.3712 - accuracy: 0.8499
Epoch 292/500
113/113 [==============================] - 0s 848us/step - loss: 0.3694 - accuracy: 0.8510
Epoch 293/500
113/113 [==============================] - 0s 857us/step - loss: 0.3678 - accuracy: 0.8521
Epoch 294/500
113/113 [==============================] - 0s 960us/step - loss: 0.3662 - accuracy: 0.8526
Epoch 295/500
113/113 [==============================] - 0s 876us/step - loss: 0.3647 - accuracy: 0.8525
Epoch 296/500
113/113 [==============================] - 0s 853us/step - loss: 0.3633 - accuracy: 0.8529
Epoch 297/500
113/113 [==============================] - 0s 942us/step - loss: 0.3622 - accuracy: 0.8551
Epoch 298/500
113/113 [==============================] - 0s 878us/step - loss: 0.3611 - accuracy: 0.8539
Epoch 299/500
113/113 [==============================] - 0s 872us/step - loss: 0.3600 - accuracy: 0.8536
Epoch 300/500
113/113 [==============================] - 0s 884us/step - loss: 0.3591 - accuracy: 0.8544
Epoch 301/500
113/113 [==============================] - 0s 895us/step - loss: 0.3582 - accuracy: 0.8550
Epoch 302/500
113/113 [==============================] - 0s 859us/step - loss: 0.3574 - accuracy: 0.8560
Epoch 303/500
113/113 [==============================] - 0s 824us/step - loss: 0.3566 - accuracy: 0.8556
Epoch 304/500
113/113 [==============================] - 0s 825us/step - loss: 0.3558 - accuracy: 0.8571
Epoch 305/500
113/113 [==============================] - 0s 803us/step - loss: 0.3549 - accuracy: 0.8561
Epoch 306/500
113/113 [==============================] - 0s 956us/step - loss: 0.3543 - accuracy: 0.8569
Epoch 307/500
113/113 [==============================] - 0s 799us/step - loss: 0.3538 - accuracy: 0.8585
Epoch 308/500
113/113 [==============================] - 0s 809us/step - loss: 0.3531 - accuracy: 0.8579
Epoch 309/500
113/113 [==============================] - 0s 861us/step - loss: 0.3525 - accuracy: 0.8578
Epoch 310/500
113/113 [==============================] - 0s 811us/step - loss: 0.3519 - accuracy: 0.8576
Epoch 311/500
113/113 [==============================] - 0s 799us/step - loss: 0.3514 - accuracy: 0.8571
Epoch 312/500
113/113 [==============================] - 0s 810us/step - loss: 0.3508 - accuracy: 0.8579
Epoch 313/500
113/113 [==============================] - 0s 802us/step - loss: 0.3505 - accuracy: 0.8565
Epoch 314/500
113/113 [==============================] - 0s 814us/step - loss: 0.3500 - accuracy: 0.8571
Epoch 315/500
113/113 [==============================] - 0s 797us/step - loss: 0.3493 - accuracy: 0.8571
Epoch 316/500
113/113 [==============================] - 0s 803us/step - loss: 0.3491 - accuracy: 0.8579
Epoch 317/500
113/113 [==============================] - 0s 873us/step - loss: 0.3488 - accuracy: 0.8578
Epoch 318/500
113/113 [==============================] - 0s 819us/step - loss: 0.3482 - accuracy: 0.8579
Epoch 319/500
113/113 [==============================] - 0s 788us/step - loss: 0.3481 - accuracy: 0.8569
Epoch 320/500
113/113 [==============================] - 0s 904us/step - loss: 0.3478 - accuracy: 0.8572
Epoch 321/500
113/113 [==============================] - 0s 974us/step - loss: 0.3475 - accuracy: 0.8589
Epoch 322/500
113/113 [==============================] - 0s 807us/step - loss: 0.3473 - accuracy: 0.8587
Epoch 323/500
113/113 [==============================] - 0s 821us/step - loss: 0.3469 - accuracy: 0.8582
Epoch 324/500
113/113 [==============================] - 0s 804us/step - loss: 0.3464 - accuracy: 0.8593
Epoch 325/500
113/113 [==============================] - 0s 813us/step - loss: 0.3464 - accuracy: 0.8592
Epoch 326/500
113/113 [==============================] - 0s 845us/step - loss: 0.3462 - accuracy: 0.8582
Epoch 327/500
113/113 [==============================] - 0s 896us/step - loss: 0.3459 - accuracy: 0.8585
Epoch 328/500
113/113 [==============================] - 0s 821us/step - loss: 0.3456 - accuracy: 0.8581
Epoch 329/500
113/113 [==============================] - 0s 865us/step - loss: 0.3454 - accuracy: 0.8592
Epoch 330/500
113/113 [==============================] - 0s 865us/step - loss: 0.3452 - accuracy: 0.8596
Epoch 331/500
113/113 [==============================] - 0s 864us/step - loss: 0.3449 - accuracy: 0.8587
Epoch 332/500
113/113 [==============================] - 0s 816us/step - loss: 0.3451 - accuracy: 0.8599
Epoch 333/500
113/113 [==============================] - 0s 797us/step - loss: 0.3449 - accuracy: 0.8578
Epoch 334/500
113/113 [==============================] - 0s 876us/step - loss: 0.3446 - accuracy: 0.8600
Epoch 335/500
113/113 [==============================] - 0s 837us/step - loss: 0.3444 - accuracy: 0.8608
Epoch 336/500
113/113 [==============================] - 0s 882us/step - loss: 0.3443 - accuracy: 0.8593
Epoch 337/500
113/113 [==============================] - 0s 855us/step - loss: 0.3443 - accuracy: 0.8596
Epoch 338/500
113/113 [==============================] - 0s 843us/step - loss: 0.3438 - accuracy: 0.8587
Epoch 339/500
113/113 [==============================] - 0s 836us/step - loss: 0.3439 - accuracy: 0.8594
Epoch 340/500
113/113 [==============================] - 0s 811us/step - loss: 0.3440 - accuracy: 0.8590
Epoch 341/500
113/113 [==============================] - 0s 823us/step - loss: 0.3436 - accuracy: 0.8596
Epoch 342/500
113/113 [==============================] - 0s 807us/step - loss: 0.3437 - accuracy: 0.8601
Epoch 343/500
113/113 [==============================] - 0s 798us/step - loss: 0.3435 - accuracy: 0.8596
Epoch 344/500
113/113 [==============================] - 0s 834us/step - loss: 0.3436 - accuracy: 0.8596
Epoch 345/500
113/113 [==============================] - 0s 828us/step - loss: 0.3432 - accuracy: 0.8594
Epoch 346/500
113/113 [==============================] - 0s 800us/step - loss: 0.3431 - accuracy: 0.8604
Epoch 347/500
113/113 [==============================] - 0s 821us/step - loss: 0.3427 - accuracy: 0.8608
Epoch 348/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3429 - accuracy: 0.8601
Epoch 349/500
113/113 [==============================] - 0s 926us/step - loss: 0.3429 - accuracy: 0.8586
Epoch 350/500
113/113 [==============================] - 0s 834us/step - loss: 0.3429 - accuracy: 0.8592
Epoch 351/500
113/113 [==============================] - 0s 849us/step - loss: 0.3427 - accuracy: 0.8596
Epoch 352/500
113/113 [==============================] - 0s 809us/step - loss: 0.3425 - accuracy: 0.8597
Epoch 353/500
113/113 [==============================] - 0s 796us/step - loss: 0.3426 - accuracy: 0.8597
Epoch 354/500
113/113 [==============================] - 0s 853us/step - loss: 0.3427 - accuracy: 0.8606
Epoch 355/500
113/113 [==============================] - 0s 813us/step - loss: 0.3424 - accuracy: 0.8593
Epoch 356/500
113/113 [==============================] - 0s 810us/step - loss: 0.3426 - accuracy: 0.8593
Epoch 357/500
113/113 [==============================] - 0s 934us/step - loss: 0.3423 - accuracy: 0.8583
Epoch 358/500
113/113 [==============================] - 0s 835us/step - loss: 0.3421 - accuracy: 0.8590
Epoch 359/500
113/113 [==============================] - 0s 827us/step - loss: 0.3422 - accuracy: 0.8600
Epoch 360/500
113/113 [==============================] - 0s 800us/step - loss: 0.3423 - accuracy: 0.8597
Epoch 361/500
113/113 [==============================] - 0s 862us/step - loss: 0.3421 - accuracy: 0.8599
Epoch 362/500
113/113 [==============================] - 0s 830us/step - loss: 0.3419 - accuracy: 0.8594
Epoch 363/500
113/113 [==============================] - 0s 799us/step - loss: 0.3417 - accuracy: 0.8601
Epoch 364/500
113/113 [==============================] - 0s 867us/step - loss: 0.3418 - accuracy: 0.8600
Epoch 365/500
113/113 [==============================] - 0s 802us/step - loss: 0.3417 - accuracy: 0.8603
Epoch 366/500
113/113 [==============================] - 0s 825us/step - loss: 0.3415 - accuracy: 0.8601
Epoch 367/500
113/113 [==============================] - 0s 819us/step - loss: 0.3418 - accuracy: 0.8592
Epoch 368/500
113/113 [==============================] - 0s 872us/step - loss: 0.3415 - accuracy: 0.8592
Epoch 369/500
113/113 [==============================] - 0s 823us/step - loss: 0.3415 - accuracy: 0.8600
Epoch 370/500
113/113 [==============================] - 0s 804us/step - loss: 0.3415 - accuracy: 0.8608
Epoch 371/500
113/113 [==============================] - 0s 821us/step - loss: 0.3414 - accuracy: 0.8606
Epoch 372/500
113/113 [==============================] - 0s 872us/step - loss: 0.3412 - accuracy: 0.8594
Epoch 373/500
113/113 [==============================] - 0s 816us/step - loss: 0.3413 - accuracy: 0.8594
Epoch 374/500
113/113 [==============================] - 0s 805us/step - loss: 0.3410 - accuracy: 0.8597
Epoch 375/500
113/113 [==============================] - 0s 827us/step - loss: 0.3410 - accuracy: 0.8589
Epoch 376/500
113/113 [==============================] - 0s 807us/step - loss: 0.3406 - accuracy: 0.8590
Epoch 377/500
113/113 [==============================] - 0s 845us/step - loss: 0.3409 - accuracy: 0.8593
Epoch 378/500
113/113 [==============================] - 0s 821us/step - loss: 0.3407 - accuracy: 0.8600
Epoch 379/500
113/113 [==============================] - 0s 827us/step - loss: 0.3409 - accuracy: 0.8610
Epoch 380/500
113/113 [==============================] - 0s 807us/step - loss: 0.3409 - accuracy: 0.8610
Epoch 381/500
113/113 [==============================] - 0s 798us/step - loss: 0.3405 - accuracy: 0.8604
Epoch 382/500
113/113 [==============================] - 0s 853us/step - loss: 0.3408 - accuracy: 0.8601
Epoch 383/500
113/113 [==============================] - 0s 837us/step - loss: 0.3403 - accuracy: 0.8604
Epoch 384/500
113/113 [==============================] - 0s 803us/step - loss: 0.3406 - accuracy: 0.8611
Epoch 385/500
113/113 [==============================] - 0s 844us/step - loss: 0.3404 - accuracy: 0.8596
Epoch 386/500
113/113 [==============================] - 0s 803us/step - loss: 0.3404 - accuracy: 0.8603
Epoch 387/500
113/113 [==============================] - 0s 824us/step - loss: 0.3404 - accuracy: 0.8592
Epoch 388/500
113/113 [==============================] - 0s 928us/step - loss: 0.3405 - accuracy: 0.8611
Epoch 389/500
113/113 [==============================] - 0s 800us/step - loss: 0.3403 - accuracy: 0.8604
Epoch 390/500
113/113 [==============================] - 0s 875us/step - loss: 0.3403 - accuracy: 0.8622
Epoch 391/500
113/113 [==============================] - 0s 852us/step - loss: 0.3402 - accuracy: 0.8608
Epoch 392/500
113/113 [==============================] - 0s 819us/step - loss: 0.3400 - accuracy: 0.8600
Epoch 393/500
113/113 [==============================] - 0s 831us/step - loss: 0.3401 - accuracy: 0.8587
Epoch 394/500
113/113 [==============================] - 0s 808us/step - loss: 0.3400 - accuracy: 0.8604
Epoch 395/500
113/113 [==============================] - 0s 808us/step - loss: 0.3401 - accuracy: 0.8594
Epoch 396/500
113/113 [==============================] - 0s 818us/step - loss: 0.3400 - accuracy: 0.8607
Epoch 397/500
113/113 [==============================] - 0s 810us/step - loss: 0.3399 - accuracy: 0.8610
Epoch 398/500
113/113 [==============================] - 0s 839us/step - loss: 0.3400 - accuracy: 0.8608
Epoch 399/500
113/113 [==============================] - 0s 799us/step - loss: 0.3399 - accuracy: 0.8597
Epoch 400/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3397 - accuracy: 0.8600
Epoch 401/500
113/113 [==============================] - 0s 800us/step - loss: 0.3397 - accuracy: 0.8599
Epoch 402/500
113/113 [==============================] - 0s 820us/step - loss: 0.3395 - accuracy: 0.8604
Epoch 403/500
113/113 [==============================] - 0s 882us/step - loss: 0.3396 - accuracy: 0.8611
Epoch 404/500
113/113 [==============================] - 0s 799us/step - loss: 0.3396 - accuracy: 0.8607
Epoch 405/500
113/113 [==============================] - 0s 799us/step - loss: 0.3394 - accuracy: 0.8611
Epoch 406/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3397 - accuracy: 0.8589
Epoch 407/500
113/113 [==============================] - 0s 804us/step - loss: 0.3393 - accuracy: 0.8601
Epoch 408/500
113/113 [==============================] - 0s 849us/step - loss: 0.3394 - accuracy: 0.8619
Epoch 409/500
113/113 [==============================] - 0s 855us/step - loss: 0.3395 - accuracy: 0.8604
Epoch 410/500
113/113 [==============================] - 0s 871us/step - loss: 0.3393 - accuracy: 0.8607
Epoch 411/500
113/113 [==============================] - 0s 853us/step - loss: 0.3391 - accuracy: 0.8600
Epoch 412/500
113/113 [==============================] - 0s 816us/step - loss: 0.3391 - accuracy: 0.8618
Epoch 413/500
113/113 [==============================] - 0s 836us/step - loss: 0.3393 - accuracy: 0.8619
Epoch 414/500
113/113 [==============================] - 0s 833us/step - loss: 0.3388 - accuracy: 0.8608
Epoch 415/500
113/113 [==============================] - 0s 805us/step - loss: 0.3388 - accuracy: 0.8596
Epoch 416/500
113/113 [==============================] - 0s 875us/step - loss: 0.3390 - accuracy: 0.8597
Epoch 417/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3389 - accuracy: 0.8604
Epoch 418/500
113/113 [==============================] - 0s 847us/step - loss: 0.3386 - accuracy: 0.8607
Epoch 419/500
113/113 [==============================] - 0s 866us/step - loss: 0.3383 - accuracy: 0.8610
Epoch 420/500
113/113 [==============================] - 0s 847us/step - loss: 0.3385 - accuracy: 0.8594
Epoch 421/500
113/113 [==============================] - 0s 803us/step - loss: 0.3383 - accuracy: 0.8608
Epoch 422/500
113/113 [==============================] - 0s 816us/step - loss: 0.3381 - accuracy: 0.8622
Epoch 423/500
113/113 [==============================] - 0s 852us/step - loss: 0.3382 - accuracy: 0.8604
Epoch 424/500
113/113 [==============================] - 0s 792us/step - loss: 0.3382 - accuracy: 0.8599
Epoch 425/500
113/113 [==============================] - 0s 796us/step - loss: 0.3380 - accuracy: 0.8599
Epoch 426/500
113/113 [==============================] - 0s 845us/step - loss: 0.3378 - accuracy: 0.8592
Epoch 427/500
113/113 [==============================] - 0s 805us/step - loss: 0.3378 - accuracy: 0.8614
Epoch 428/500
113/113 [==============================] - 0s 976us/step - loss: 0.3377 - accuracy: 0.8607
Epoch 429/500
113/113 [==============================] - 0s 824us/step - loss: 0.3375 - accuracy: 0.8606
Epoch 430/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3375 - accuracy: 0.8614
Epoch 431/500
113/113 [==============================] - 0s 999us/step - loss: 0.3373 - accuracy: 0.8619
Epoch 432/500
113/113 [==============================] - 0s 973us/step - loss: 0.3373 - accuracy: 0.8596
Epoch 433/500
113/113 [==============================] - 0s 810us/step - loss: 0.3370 - accuracy: 0.8614
Epoch 434/500
113/113 [==============================] - 0s 804us/step - loss: 0.3372 - accuracy: 0.8600
Epoch 435/500
113/113 [==============================] - 0s 826us/step - loss: 0.3370 - accuracy: 0.8612
Epoch 436/500
113/113 [==============================] - 0s 859us/step - loss: 0.3365 - accuracy: 0.8619
Epoch 437/500
113/113 [==============================] - 0s 853us/step - loss: 0.3364 - accuracy: 0.8601
Epoch 438/500
113/113 [==============================] - 0s 813us/step - loss: 0.3366 - accuracy: 0.8617
Epoch 439/500
113/113 [==============================] - 0s 978us/step - loss: 0.3363 - accuracy: 0.8612
Epoch 440/500
113/113 [==============================] - 0s 862us/step - loss: 0.3360 - accuracy: 0.8614
Epoch 441/500
113/113 [==============================] - 0s 818us/step - loss: 0.3359 - accuracy: 0.8625
Epoch 442/500
113/113 [==============================] - 0s 845us/step - loss: 0.3355 - accuracy: 0.8612
Epoch 443/500
113/113 [==============================] - 0s 824us/step - loss: 0.3353 - accuracy: 0.8643
Epoch 444/500
113/113 [==============================] - 0s 803us/step - loss: 0.3354 - accuracy: 0.8612
Epoch 445/500
113/113 [==============================] - 0s 873us/step - loss: 0.3352 - accuracy: 0.8631
Epoch 446/500
113/113 [==============================] - 0s 800us/step - loss: 0.3352 - accuracy: 0.8632
Epoch 447/500
113/113 [==============================] - 0s 821us/step - loss: 0.3350 - accuracy: 0.8624
Epoch 448/500
113/113 [==============================] - 0s 884us/step - loss: 0.3344 - accuracy: 0.8633
Epoch 449/500
113/113 [==============================] - 0s 818us/step - loss: 0.3344 - accuracy: 0.8617
Epoch 450/500
113/113 [==============================] - 0s 850us/step - loss: 0.3343 - accuracy: 0.8631
Epoch 451/500
113/113 [==============================] - 0s 807us/step - loss: 0.3343 - accuracy: 0.8626
Epoch 452/500
113/113 [==============================] - 0s 889us/step - loss: 0.3341 - accuracy: 0.8625
Epoch 453/500
113/113 [==============================] - 0s 933us/step - loss: 0.3337 - accuracy: 0.8649
Epoch 454/500
113/113 [==============================] - 0s 786us/step - loss: 0.3336 - accuracy: 0.8637
Epoch 455/500
113/113 [==============================] - 0s 849us/step - loss: 0.3333 - accuracy: 0.8629
Epoch 456/500
113/113 [==============================] - 0s 820us/step - loss: 0.3333 - accuracy: 0.8637
Epoch 457/500
113/113 [==============================] - 0s 822us/step - loss: 0.3329 - accuracy: 0.8629
Epoch 458/500
113/113 [==============================] - 0s 888us/step - loss: 0.3329 - accuracy: 0.8635
Epoch 459/500
113/113 [==============================] - 0s 817us/step - loss: 0.3330 - accuracy: 0.8631
Epoch 460/500
113/113 [==============================] - 0s 828us/step - loss: 0.3324 - accuracy: 0.8640
Epoch 461/500
113/113 [==============================] - 0s 837us/step - loss: 0.3327 - accuracy: 0.8650
Epoch 462/500
113/113 [==============================] - 0s 839us/step - loss: 0.3323 - accuracy: 0.8650
Epoch 463/500
113/113 [==============================] - 0s 840us/step - loss: 0.3316 - accuracy: 0.8628
Epoch 464/500
113/113 [==============================] - 0s 795us/step - loss: 0.3320 - accuracy: 0.8642
Epoch 465/500
113/113 [==============================] - 0s 814us/step - loss: 0.3320 - accuracy: 0.8646
Epoch 466/500
113/113 [==============================] - 0s 854us/step - loss: 0.3317 - accuracy: 0.8647
Epoch 467/500
113/113 [==============================] - 0s 808us/step - loss: 0.3316 - accuracy: 0.8660
Epoch 468/500
113/113 [==============================] - 0s 833us/step - loss: 0.3317 - accuracy: 0.8650
Epoch 469/500
113/113 [==============================] - 0s 873us/step - loss: 0.3317 - accuracy: 0.8632
Epoch 470/500
113/113 [==============================] - 0s 809us/step - loss: 0.3317 - accuracy: 0.8664
Epoch 471/500
113/113 [==============================] - 0s 839us/step - loss: 0.3316 - accuracy: 0.8656
Epoch 472/500
113/113 [==============================] - 0s 810us/step - loss: 0.3315 - accuracy: 0.8639
Epoch 473/500
113/113 [==============================] - 0s 852us/step - loss: 0.3312 - accuracy: 0.8642
Epoch 474/500
113/113 [==============================] - 0s 813us/step - loss: 0.3311 - accuracy: 0.8646
Epoch 475/500
113/113 [==============================] - 0s 793us/step - loss: 0.3313 - accuracy: 0.8647
Epoch 476/500
113/113 [==============================] - 0s 838us/step - loss: 0.3309 - accuracy: 0.8660
Epoch 477/500
113/113 [==============================] - 0s 803us/step - loss: 0.3310 - accuracy: 0.8650
Epoch 478/500
113/113 [==============================] - 0s 820us/step - loss: 0.3310 - accuracy: 0.8656
Epoch 479/500
113/113 [==============================] - 0s 941us/step - loss: 0.3310 - accuracy: 0.8642
Epoch 480/500
113/113 [==============================] - 0s 842us/step - loss: 0.3306 - accuracy: 0.8646
Epoch 481/500
113/113 [==============================] - 0s 868us/step - loss: 0.3309 - accuracy: 0.8626
Epoch 482/500
113/113 [==============================] - 0s 855us/step - loss: 0.3307 - accuracy: 0.8651
Epoch 483/500
113/113 [==============================] - 0s 842us/step - loss: 0.3303 - accuracy: 0.8640
Epoch 484/500
113/113 [==============================] - 0s 842us/step - loss: 0.3305 - accuracy: 0.8635
Epoch 485/500
113/113 [==============================] - 0s 826us/step - loss: 0.3306 - accuracy: 0.8665
Epoch 486/500
113/113 [==============================] - 0s 858us/step - loss: 0.3308 - accuracy: 0.8649
Epoch 487/500
113/113 [==============================] - 0s 798us/step - loss: 0.3307 - accuracy: 0.8657
Epoch 488/500
113/113 [==============================] - 0s 808us/step - loss: 0.3305 - accuracy: 0.8644
Epoch 489/500
113/113 [==============================] - 0s 873us/step - loss: 0.3305 - accuracy: 0.8642
Epoch 490/500
113/113 [==============================] - 0s 865us/step - loss: 0.3303 - accuracy: 0.8639
Epoch 491/500
113/113 [==============================] - 0s 851us/step - loss: 0.3299 - accuracy: 0.8624
Epoch 492/500
113/113 [==============================] - 0s 927us/step - loss: 0.3305 - accuracy: 0.8643
Epoch 493/500
113/113 [==============================] - 0s 802us/step - loss: 0.3301 - accuracy: 0.8644
Epoch 494/500
113/113 [==============================] - 0s 842us/step - loss: 0.3302 - accuracy: 0.8646
Epoch 495/500
113/113 [==============================] - 0s 824us/step - loss: 0.3301 - accuracy: 0.8651
Epoch 496/500
113/113 [==============================] - 0s 826us/step - loss: 0.3303 - accuracy: 0.8650
Epoch 497/500
113/113 [==============================] - 0s 816us/step - loss: 0.3304 - accuracy: 0.8653
Epoch 498/500
113/113 [==============================] - 0s 797us/step - loss: 0.3299 - accuracy: 0.8660
Epoch 499/500
113/113 [==============================] - 0s 828us/step - loss: 0.3304 - accuracy: 0.8636
Epoch 500/500
113/113 [==============================] - 0s 844us/step - loss: 0.3300 - accuracy: 0.8657
Epoch 1/500
113/113 [==============================] - 0s 819us/step - loss: 0.6528 - accuracy: 0.7901
Epoch 2/500
113/113 [==============================] - 0s 840us/step - loss: 0.5952 - accuracy: 0.7940
Epoch 3/500
113/113 [==============================] - 0s 869us/step - loss: 0.5619 - accuracy: 0.7940
Epoch 4/500
113/113 [==============================] - 0s 857us/step - loss: 0.5421 - accuracy: 0.7940
Epoch 5/500
113/113 [==============================] - 0s 859us/step - loss: 0.5300 - accuracy: 0.7940
Epoch 6/500
113/113 [==============================] - 0s 884us/step - loss: 0.5225 - accuracy: 0.7940
Epoch 7/500
113/113 [==============================] - 0s 870us/step - loss: 0.5177 - accuracy: 0.7940
Epoch 8/500
113/113 [==============================] - 0s 873us/step - loss: 0.5146 - accuracy: 0.7940
Epoch 9/500
113/113 [==============================] - 0s 833us/step - loss: 0.5126 - accuracy: 0.7940
Epoch 10/500
113/113 [==============================] - 0s 875us/step - loss: 0.5113 - accuracy: 0.7940
Epoch 11/500
113/113 [==============================] - 0s 876us/step - loss: 0.5104 - accuracy: 0.7940
Epoch 12/500
113/113 [==============================] - 0s 869us/step - loss: 0.5098 - accuracy: 0.7940
Epoch 13/500
113/113 [==============================] - 0s 885us/step - loss: 0.5094 - accuracy: 0.7940
Epoch 14/500
113/113 [==============================] - 0s 858us/step - loss: 0.5092 - accuracy: 0.7940
Epoch 15/500
113/113 [==============================] - 0s 896us/step - loss: 0.5090 - accuracy: 0.7940
Epoch 16/500
113/113 [==============================] - 0s 907us/step - loss: 0.5088 - accuracy: 0.7940
Epoch 17/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5088 - accuracy: 0.7940
Epoch 18/500
113/113 [==============================] - 0s 978us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 19/500
113/113 [==============================] - 0s 832us/step - loss: 0.5087 - accuracy: 0.7940
Epoch 20/500
113/113 [==============================] - 0s 846us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 21/500
113/113 [==============================] - 0s 843us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 22/500
113/113 [==============================] - 0s 907us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 23/500
113/113 [==============================] - 0s 852us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 24/500
113/113 [==============================] - 0s 826us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 25/500
113/113 [==============================] - 0s 834us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 26/500
113/113 [==============================] - 0s 902us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 27/500
113/113 [==============================] - 0s 859us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 28/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5086 - accuracy: 0.7940
Epoch 29/500
113/113 [==============================] - 0s 828us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 30/500
113/113 [==============================] - 0s 819us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 31/500
113/113 [==============================] - 0s 851us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 32/500
113/113 [==============================] - 0s 865us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 33/500
113/113 [==============================] - 0s 838us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 34/500
113/113 [==============================] - 0s 873us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 35/500
113/113 [==============================] - 0s 829us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 36/500
113/113 [==============================] - 0s 869us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 37/500
113/113 [==============================] - 0s 910us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 38/500
113/113 [==============================] - 0s 951us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 39/500
113/113 [==============================] - 0s 973us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 40/500
113/113 [==============================] - 0s 970us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 41/500
113/113 [==============================] - 0s 995us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 42/500
113/113 [==============================] - 0s 898us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 43/500
113/113 [==============================] - 0s 829us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 44/500
113/113 [==============================] - 0s 825us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 45/500
113/113 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 46/500
113/113 [==============================] - 0s 842us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 47/500
113/113 [==============================] - 0s 787us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 48/500
113/113 [==============================] - 0s 828us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 49/500
113/113 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 50/500
113/113 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 51/500
113/113 [==============================] - 0s 833us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 52/500
113/113 [==============================] - 0s 793us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 53/500
113/113 [==============================] - 0s 810us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 54/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5086 - accuracy: 0.7940
Epoch 55/500
113/113 [==============================] - 0s 837us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 56/500
113/113 [==============================] - 0s 840us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 57/500
113/113 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 58/500
113/113 [==============================] - 0s 818us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 59/500
113/113 [==============================] - 0s 801us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 60/500
113/113 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 61/500
113/113 [==============================] - 0s 878us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 62/500
113/113 [==============================] - 0s 794us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 63/500
113/113 [==============================] - 0s 802us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 64/500
113/113 [==============================] - 0s 831us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 65/500
113/113 [==============================] - 0s 836us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 66/500
113/113 [==============================] - 0s 837us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 67/500
113/113 [==============================] - 0s 806us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 68/500
113/113 [==============================] - 0s 952us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 69/500
113/113 [==============================] - 0s 969us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 70/500
113/113 [==============================] - 0s 871us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 71/500
113/113 [==============================] - 0s 942us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 72/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5086 - accuracy: 0.7940
Epoch 73/500
113/113 [==============================] - 0s 919us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 74/500
113/113 [==============================] - 0s 798us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 75/500
113/113 [==============================] - 0s 869us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 76/500
113/113 [==============================] - 0s 943us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 77/500
113/113 [==============================] - 0s 798us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 78/500
113/113 [==============================] - 0s 828us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 79/500
113/113 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 80/500
113/113 [==============================] - 0s 789us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 81/500
113/113 [==============================] - 0s 847us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 82/500
113/113 [==============================] - 0s 796us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 83/500
113/113 [==============================] - 0s 791us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 84/500
113/113 [==============================] - 0s 822us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 85/500
113/113 [==============================] - 0s 855us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 86/500
113/113 [==============================] - 0s 836us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 87/500
113/113 [==============================] - 0s 833us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 88/500
113/113 [==============================] - 0s 826us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 89/500
113/113 [==============================] - 0s 829us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 90/500
113/113 [==============================] - 0s 798us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 91/500
113/113 [==============================] - 0s 798us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 92/500
113/113 [==============================] - 0s 834us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 93/500
113/113 [==============================] - 0s 801us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 94/500
113/113 [==============================] - 0s 838us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 95/500
113/113 [==============================] - 0s 790us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 96/500
113/113 [==============================] - 0s 860us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 97/500
113/113 [==============================] - 0s 837us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 98/500
113/113 [==============================] - 0s 799us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 99/500
113/113 [==============================] - 0s 822us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 100/500
113/113 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 101/500
113/113 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 102/500
113/113 [==============================] - 0s 826us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 103/500
113/113 [==============================] - 0s 821us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 104/500
113/113 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 105/500
113/113 [==============================] - 0s 829us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 106/500
113/113 [==============================] - 0s 872us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 107/500
113/113 [==============================] - 0s 823us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 108/500
113/113 [==============================] - 0s 809us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 109/500
113/113 [==============================] - 0s 798us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 110/500
113/113 [==============================] - 0s 830us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 111/500
113/113 [==============================] - 0s 797us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 112/500
113/113 [==============================] - 0s 798us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 113/500
113/113 [==============================] - 0s 840us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 114/500
113/113 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 115/500
113/113 [==============================] - 0s 822us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 116/500
113/113 [==============================] - 0s 795us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 117/500
113/113 [==============================] - 0s 891us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 118/500
113/113 [==============================] - 0s 827us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 119/500
113/113 [==============================] - 0s 816us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 120/500
113/113 [==============================] - 0s 810us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 121/500
113/113 [==============================] - 0s 840us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 122/500
113/113 [==============================] - 0s 800us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 123/500
113/113 [==============================] - 0s 822us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 124/500
113/113 [==============================] - 0s 802us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 125/500
113/113 [==============================] - 0s 790us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 126/500
113/113 [==============================] - 0s 824us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 127/500
113/113 [==============================] - 0s 789us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 128/500
113/113 [==============================] - 0s 833us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 129/500
113/113 [==============================] - 0s 820us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 130/500
113/113 [==============================] - 0s 840us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 131/500
113/113 [==============================] - 0s 838us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 132/500
113/113 [==============================] - 0s 798us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 133/500
113/113 [==============================] - 0s 797us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 134/500
113/113 [==============================] - 0s 827us/step - loss: 0.5086 - accuracy: 0.7940
Epoch 135/500
113/113 [==============================] - 0s 805us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 136/500
113/113 [==============================] - 0s 830us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 137/500
113/113 [==============================] - 0s 858us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 138/500
113/113 [==============================] - 0s 788us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 139/500
113/113 [==============================] - 0s 829us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 140/500
113/113 [==============================] - 0s 831us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 141/500
113/113 [==============================] - 0s 814us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 142/500
113/113 [==============================] - 0s 834us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 143/500
113/113 [==============================] - 0s 796us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 144/500
113/113 [==============================] - 0s 824us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 145/500
113/113 [==============================] - 0s 815us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 146/500
113/113 [==============================] - 0s 796us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 147/500
113/113 [==============================] - 0s 820us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 148/500
113/113 [==============================] - 0s 878us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 149/500
113/113 [==============================] - 0s 801us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 150/500
113/113 [==============================] - 0s 848us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 151/500
113/113 [==============================] - 0s 805us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 152/500
113/113 [==============================] - 0s 828us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 153/500
113/113 [==============================] - 0s 794us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 154/500
113/113 [==============================] - 0s 808us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 155/500
113/113 [==============================] - 0s 826us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 156/500
113/113 [==============================] - 0s 797us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 157/500
113/113 [==============================] - 0s 795us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 158/500
113/113 [==============================] - 0s 812us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 159/500
113/113 [==============================] - 0s 914us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 160/500
113/113 [==============================] - 0s 837us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 161/500
113/113 [==============================] - 0s 843us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 162/500
113/113 [==============================] - 0s 857us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 163/500
113/113 [==============================] - 0s 833us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 164/500
113/113 [==============================] - 0s 795us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 165/500
113/113 [==============================] - 0s 822us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 166/500
113/113 [==============================] - 0s 815us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 167/500
113/113 [==============================] - 0s 822us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 168/500
113/113 [==============================] - 0s 824us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 169/500
113/113 [==============================] - 0s 824us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 170/500
113/113 [==============================] - 0s 837us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 171/500
113/113 [==============================] - 0s 804us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 172/500
113/113 [==============================] - 0s 828us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 173/500
113/113 [==============================] - 0s 862us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 174/500
113/113 [==============================] - 0s 852us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 175/500
113/113 [==============================] - 0s 795us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 176/500
113/113 [==============================] - 0s 833us/step - loss: 0.5085 - accuracy: 0.7940
Epoch 177/500
113/113 [==============================] - 0s 819us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 178/500
113/113 [==============================] - 0s 827us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 179/500
113/113 [==============================] - 0s 800us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 180/500
113/113 [==============================] - 0s 845us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 181/500
113/113 [==============================] - 0s 834us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 182/500
113/113 [==============================] - 0s 807us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 183/500
113/113 [==============================] - 0s 799us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 184/500
113/113 [==============================] - 0s 849us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 185/500
113/113 [==============================] - 0s 794us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 186/500
113/113 [==============================] - 0s 819us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 187/500
113/113 [==============================] - 0s 807us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 188/500
113/113 [==============================] - 0s 821us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 189/500
113/113 [==============================] - 0s 817us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 190/500
113/113 [==============================] - 0s 883us/step - loss: 0.5084 - accuracy: 0.7940
Epoch 191/500
113/113 [==============================] - 0s 827us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 192/500
113/113 [==============================] - 0s 807us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 193/500
113/113 [==============================] - 0s 859us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 194/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5083 - accuracy: 0.7940
Epoch 195/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5083 - accuracy: 0.7940
Epoch 196/500
113/113 [==============================] - 0s 914us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 197/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5083 - accuracy: 0.7940
Epoch 198/500
113/113 [==============================] - 0s 803us/step - loss: 0.5083 - accuracy: 0.7940
Epoch 199/500
113/113 [==============================] - 0s 916us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 200/500
113/113 [==============================] - 0s 907us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 201/500
113/113 [==============================] - 0s 868us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 202/500
113/113 [==============================] - 0s 833us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 203/500
113/113 [==============================] - 0s 812us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 204/500
113/113 [==============================] - 0s 792us/step - loss: 0.5082 - accuracy: 0.7940
Epoch 205/500
113/113 [==============================] - 0s 825us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 206/500
113/113 [==============================] - 0s 806us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 207/500
113/113 [==============================] - 0s 818us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 208/500
113/113 [==============================] - 0s 824us/step - loss: 0.5081 - accuracy: 0.7940
Epoch 209/500
113/113 [==============================] - 0s 833us/step - loss: 0.5080 - accuracy: 0.7940
Epoch 210/500
113/113 [==============================] - 0s 819us/step - loss: 0.5080 - accuracy: 0.7940
Epoch 211/500
113/113 [==============================] - 0s 796us/step - loss: 0.5080 - accuracy: 0.7940
Epoch 212/500
113/113 [==============================] - 0s 829us/step - loss: 0.5079 - accuracy: 0.7940
Epoch 213/500
113/113 [==============================] - 0s 824us/step - loss: 0.5079 - accuracy: 0.7940
Epoch 214/500
113/113 [==============================] - 0s 795us/step - loss: 0.5079 - accuracy: 0.7940
Epoch 215/500
113/113 [==============================] - 0s 801us/step - loss: 0.5078 - accuracy: 0.7940
Epoch 216/500
113/113 [==============================] - 0s 833us/step - loss: 0.5078 - accuracy: 0.7940
Epoch 217/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5077 - accuracy: 0.7940
Epoch 218/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5077 - accuracy: 0.7940
Epoch 219/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5076 - accuracy: 0.7940
Epoch 220/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5076 - accuracy: 0.7940
Epoch 221/500
113/113 [==============================] - 0s 845us/step - loss: 0.5075 - accuracy: 0.7940
Epoch 222/500
113/113 [==============================] - 0s 809us/step - loss: 0.5074 - accuracy: 0.7940
Epoch 223/500
113/113 [==============================] - 0s 832us/step - loss: 0.5074 - accuracy: 0.7940
Epoch 224/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5073 - accuracy: 0.7940
Epoch 225/500
113/113 [==============================] - 0s 808us/step - loss: 0.5072 - accuracy: 0.7940
Epoch 226/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5071 - accuracy: 0.7940
Epoch 227/500
113/113 [==============================] - 0s 829us/step - loss: 0.5070 - accuracy: 0.7940
Epoch 228/500
113/113 [==============================] - 0s 930us/step - loss: 0.5069 - accuracy: 0.7940
Epoch 229/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5068 - accuracy: 0.7940
Epoch 230/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5066 - accuracy: 0.7940
Epoch 231/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5065 - accuracy: 0.7940
Epoch 232/500
113/113 [==============================] - 0s 915us/step - loss: 0.5063 - accuracy: 0.7940
Epoch 233/500
113/113 [==============================] - 0s 898us/step - loss: 0.5062 - accuracy: 0.7940
Epoch 234/500
113/113 [==============================] - 0s 867us/step - loss: 0.5060 - accuracy: 0.7940
Epoch 235/500
113/113 [==============================] - 0s 994us/step - loss: 0.5058 - accuracy: 0.7940
Epoch 236/500
113/113 [==============================] - 0s 923us/step - loss: 0.5055 - accuracy: 0.7940
Epoch 237/500
113/113 [==============================] - 0s 863us/step - loss: 0.5053 - accuracy: 0.7940
Epoch 238/500
113/113 [==============================] - 0s 984us/step - loss: 0.5050 - accuracy: 0.7940
Epoch 239/500
113/113 [==============================] - 0s 920us/step - loss: 0.5047 - accuracy: 0.7940
Epoch 240/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5044 - accuracy: 0.7940
Epoch 241/500
113/113 [==============================] - 0s 886us/step - loss: 0.5040 - accuracy: 0.7940
Epoch 242/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5036 - accuracy: 0.7940
Epoch 243/500
113/113 [==============================] - 0s 870us/step - loss: 0.5032 - accuracy: 0.7940
Epoch 244/500
113/113 [==============================] - 0s 821us/step - loss: 0.5027 - accuracy: 0.7940
Epoch 245/500
113/113 [==============================] - 0s 943us/step - loss: 0.5021 - accuracy: 0.7940
Epoch 246/500
113/113 [==============================] - 0s 821us/step - loss: 0.5015 - accuracy: 0.7940
Epoch 247/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5008 - accuracy: 0.7940
Epoch 248/500
113/113 [==============================] - 0s 933us/step - loss: 0.5001 - accuracy: 0.7940
Epoch 249/500
113/113 [==============================] - 0s 899us/step - loss: 0.4993 - accuracy: 0.7940
Epoch 250/500
113/113 [==============================] - 0s 982us/step - loss: 0.4983 - accuracy: 0.7940
Epoch 251/500
113/113 [==============================] - 0s 869us/step - loss: 0.4973 - accuracy: 0.7940
Epoch 252/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4962 - accuracy: 0.7940
Epoch 253/500
113/113 [==============================] - 0s 802us/step - loss: 0.4949 - accuracy: 0.7940
Epoch 254/500
113/113 [==============================] - 0s 813us/step - loss: 0.4935 - accuracy: 0.7940
Epoch 255/500
113/113 [==============================] - 0s 798us/step - loss: 0.4920 - accuracy: 0.7940
Epoch 256/500
113/113 [==============================] - 0s 911us/step - loss: 0.4903 - accuracy: 0.7940
Epoch 257/500
113/113 [==============================] - 0s 997us/step - loss: 0.4885 - accuracy: 0.7940
Epoch 258/500
113/113 [==============================] - 0s 815us/step - loss: 0.4865 - accuracy: 0.7940
Epoch 259/500
113/113 [==============================] - 0s 928us/step - loss: 0.4844 - accuracy: 0.7940
Epoch 260/500
113/113 [==============================] - 0s 830us/step - loss: 0.4821 - accuracy: 0.7940
Epoch 261/500
113/113 [==============================] - 0s 829us/step - loss: 0.4798 - accuracy: 0.7940
Epoch 262/500
113/113 [==============================] - 0s 792us/step - loss: 0.4773 - accuracy: 0.7940
Epoch 263/500
113/113 [==============================] - 0s 793us/step - loss: 0.4747 - accuracy: 0.7940
Epoch 264/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4720 - accuracy: 0.7940
Epoch 265/500
113/113 [==============================] - 0s 827us/step - loss: 0.4693 - accuracy: 0.7940
Epoch 266/500
113/113 [==============================] - 0s 821us/step - loss: 0.4667 - accuracy: 0.7940
Epoch 267/500
113/113 [==============================] - 0s 807us/step - loss: 0.4640 - accuracy: 0.7940
Epoch 268/500
113/113 [==============================] - 0s 803us/step - loss: 0.4615 - accuracy: 0.7940
Epoch 269/500
113/113 [==============================] - 0s 787us/step - loss: 0.4590 - accuracy: 0.7940
Epoch 270/500
113/113 [==============================] - 0s 820us/step - loss: 0.4566 - accuracy: 0.7940
Epoch 271/500
113/113 [==============================] - 0s 798us/step - loss: 0.4544 - accuracy: 0.7940
Epoch 272/500
113/113 [==============================] - 0s 858us/step - loss: 0.4523 - accuracy: 0.7940
Epoch 273/500
113/113 [==============================] - 0s 820us/step - loss: 0.4503 - accuracy: 0.7940
Epoch 274/500
113/113 [==============================] - 0s 953us/step - loss: 0.4485 - accuracy: 0.7940
Epoch 275/500
113/113 [==============================] - 0s 984us/step - loss: 0.4468 - accuracy: 0.7940
Epoch 276/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4452 - accuracy: 0.7940
Epoch 277/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4438 - accuracy: 0.7940
Epoch 278/500
113/113 [==============================] - 0s 983us/step - loss: 0.4425 - accuracy: 0.7940
Epoch 279/500
113/113 [==============================] - 0s 878us/step - loss: 0.4412 - accuracy: 0.7940
Epoch 280/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7940
Epoch 281/500
113/113 [==============================] - 0s 872us/step - loss: 0.4391 - accuracy: 0.7940
Epoch 282/500
113/113 [==============================] - 0s 905us/step - loss: 0.4381 - accuracy: 0.7940
Epoch 283/500
113/113 [==============================] - 0s 878us/step - loss: 0.4371 - accuracy: 0.7940
Epoch 284/500
113/113 [==============================] - 0s 950us/step - loss: 0.4363 - accuracy: 0.7940
Epoch 285/500
113/113 [==============================] - 0s 886us/step - loss: 0.4355 - accuracy: 0.7940
Epoch 286/500
113/113 [==============================] - 0s 887us/step - loss: 0.4348 - accuracy: 0.7940
Epoch 287/500
113/113 [==============================] - 0s 837us/step - loss: 0.4341 - accuracy: 0.7940
Epoch 288/500
113/113 [==============================] - 0s 810us/step - loss: 0.4335 - accuracy: 0.7940
Epoch 289/500
113/113 [==============================] - 0s 841us/step - loss: 0.4329 - accuracy: 0.7940
Epoch 290/500
113/113 [==============================] - 0s 824us/step - loss: 0.4323 - accuracy: 0.7940
Epoch 291/500
113/113 [==============================] - 0s 800us/step - loss: 0.4318 - accuracy: 0.7940
Epoch 292/500
113/113 [==============================] - 0s 828us/step - loss: 0.4313 - accuracy: 0.7940
Epoch 293/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4308 - accuracy: 0.7940
Epoch 294/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4303 - accuracy: 0.7940
Epoch 295/500
113/113 [==============================] - 0s 917us/step - loss: 0.4298 - accuracy: 0.7940
Epoch 296/500
113/113 [==============================] - 0s 832us/step - loss: 0.4293 - accuracy: 0.7940
Epoch 297/500
113/113 [==============================] - 0s 796us/step - loss: 0.4288 - accuracy: 0.7940
Epoch 298/500
113/113 [==============================] - 0s 803us/step - loss: 0.4283 - accuracy: 0.7940
Epoch 299/500
113/113 [==============================] - 0s 821us/step - loss: 0.4278 - accuracy: 0.7940
Epoch 300/500
113/113 [==============================] - 0s 883us/step - loss: 0.4272 - accuracy: 0.7940
Epoch 301/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4266 - accuracy: 0.7940
Epoch 302/500
113/113 [==============================] - 0s 952us/step - loss: 0.4261 - accuracy: 0.7940
Epoch 303/500
113/113 [==============================] - 0s 788us/step - loss: 0.4255 - accuracy: 0.7940
Epoch 304/500
113/113 [==============================] - 0s 793us/step - loss: 0.4249 - accuracy: 0.7940
Epoch 305/500
113/113 [==============================] - 0s 817us/step - loss: 0.4242 - accuracy: 0.7940
Epoch 306/500
113/113 [==============================] - 0s 809us/step - loss: 0.4235 - accuracy: 0.7940
Epoch 307/500
113/113 [==============================] - 0s 803us/step - loss: 0.4228 - accuracy: 0.7940
Epoch 308/500
113/113 [==============================] - 0s 933us/step - loss: 0.4221 - accuracy: 0.7940
Epoch 309/500
113/113 [==============================] - 0s 901us/step - loss: 0.4214 - accuracy: 0.7940
Epoch 310/500
113/113 [==============================] - 0s 833us/step - loss: 0.4206 - accuracy: 0.7940
Epoch 311/500
113/113 [==============================] - 0s 790us/step - loss: 0.4198 - accuracy: 0.7940
Epoch 312/500
113/113 [==============================] - 0s 797us/step - loss: 0.4190 - accuracy: 0.7940
Epoch 313/500
113/113 [==============================] - 0s 824us/step - loss: 0.4182 - accuracy: 0.7940
Epoch 314/500
113/113 [==============================] - 0s 796us/step - loss: 0.4173 - accuracy: 0.7940
Epoch 315/500
113/113 [==============================] - 0s 853us/step - loss: 0.4163 - accuracy: 0.7940
Epoch 316/500
113/113 [==============================] - 0s 794us/step - loss: 0.4154 - accuracy: 0.7940
Epoch 317/500
113/113 [==============================] - 0s 790us/step - loss: 0.4145 - accuracy: 0.7940
Epoch 318/500
113/113 [==============================] - 0s 826us/step - loss: 0.4135 - accuracy: 0.7940
Epoch 319/500
113/113 [==============================] - 0s 796us/step - loss: 0.4125 - accuracy: 0.7940
Epoch 320/500
113/113 [==============================] - 0s 800us/step - loss: 0.4114 - accuracy: 0.7940
Epoch 321/500
113/113 [==============================] - 0s 874us/step - loss: 0.4103 - accuracy: 0.7940
Epoch 322/500
113/113 [==============================] - 0s 842us/step - loss: 0.4093 - accuracy: 0.7940
Epoch 323/500
113/113 [==============================] - 0s 967us/step - loss: 0.4082 - accuracy: 0.7940
Epoch 324/500
113/113 [==============================] - 0s 862us/step - loss: 0.4070 - accuracy: 0.7940
Epoch 325/500
113/113 [==============================] - 0s 921us/step - loss: 0.4060 - accuracy: 0.7942
Epoch 326/500
113/113 [==============================] - 0s 939us/step - loss: 0.4048 - accuracy: 0.7939
Epoch 327/500
113/113 [==============================] - 0s 871us/step - loss: 0.4037 - accuracy: 0.7936
Epoch 328/500
113/113 [==============================] - 0s 993us/step - loss: 0.4026 - accuracy: 0.7936
Epoch 329/500
113/113 [==============================] - 0s 875us/step - loss: 0.4015 - accuracy: 0.7968
Epoch 330/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4003 - accuracy: 0.8096
Epoch 331/500
113/113 [==============================] - 0s 867us/step - loss: 0.3992 - accuracy: 0.8186
Epoch 332/500
113/113 [==============================] - 0s 881us/step - loss: 0.3979 - accuracy: 0.8217
Epoch 333/500
113/113 [==============================] - 0s 825us/step - loss: 0.3967 - accuracy: 0.8224
Epoch 334/500
113/113 [==============================] - 0s 795us/step - loss: 0.3956 - accuracy: 0.8229
Epoch 335/500
113/113 [==============================] - 0s 848us/step - loss: 0.3943 - accuracy: 0.8243
Epoch 336/500
113/113 [==============================] - 0s 798us/step - loss: 0.3931 - accuracy: 0.8267
Epoch 337/500
113/113 [==============================] - 0s 895us/step - loss: 0.3919 - accuracy: 0.8269
Epoch 338/500
113/113 [==============================] - 0s 848us/step - loss: 0.3907 - accuracy: 0.8281
Epoch 339/500
113/113 [==============================] - 0s 805us/step - loss: 0.3895 - accuracy: 0.8313
Epoch 340/500
113/113 [==============================] - 0s 801us/step - loss: 0.3884 - accuracy: 0.8307
Epoch 341/500
113/113 [==============================] - 0s 801us/step - loss: 0.3872 - accuracy: 0.8321
Epoch 342/500
113/113 [==============================] - 0s 800us/step - loss: 0.3861 - accuracy: 0.8326
Epoch 343/500
113/113 [==============================] - 0s 839us/step - loss: 0.3847 - accuracy: 0.8361
Epoch 344/500
113/113 [==============================] - 0s 805us/step - loss: 0.3832 - accuracy: 0.8392
Epoch 345/500
113/113 [==============================] - 0s 817us/step - loss: 0.3817 - accuracy: 0.8421
Epoch 346/500
113/113 [==============================] - 0s 822us/step - loss: 0.3804 - accuracy: 0.8449
Epoch 347/500
113/113 [==============================] - 0s 837us/step - loss: 0.3792 - accuracy: 0.8450
Epoch 348/500
113/113 [==============================] - 0s 828us/step - loss: 0.3781 - accuracy: 0.8460
Epoch 349/500
113/113 [==============================] - 0s 836us/step - loss: 0.3769 - accuracy: 0.8456
Epoch 350/500
113/113 [==============================] - 0s 797us/step - loss: 0.3757 - accuracy: 0.8465
Epoch 351/500
113/113 [==============================] - 0s 868us/step - loss: 0.3747 - accuracy: 0.8468
Epoch 352/500
113/113 [==============================] - 0s 793us/step - loss: 0.3735 - accuracy: 0.8469
Epoch 353/500
113/113 [==============================] - 0s 790us/step - loss: 0.3723 - accuracy: 0.8485
Epoch 354/500
113/113 [==============================] - 0s 849us/step - loss: 0.3711 - accuracy: 0.8490
Epoch 355/500
113/113 [==============================] - 0s 796us/step - loss: 0.3700 - accuracy: 0.8506
Epoch 356/500
113/113 [==============================] - 0s 822us/step - loss: 0.3690 - accuracy: 0.8508
Epoch 357/500
113/113 [==============================] - 0s 809us/step - loss: 0.3679 - accuracy: 0.8524
Epoch 358/500
113/113 [==============================] - 0s 792us/step - loss: 0.3669 - accuracy: 0.8514
Epoch 359/500
113/113 [==============================] - 0s 895us/step - loss: 0.3659 - accuracy: 0.8529
Epoch 360/500
113/113 [==============================] - 0s 833us/step - loss: 0.3649 - accuracy: 0.8533
Epoch 361/500
113/113 [==============================] - 0s 808us/step - loss: 0.3639 - accuracy: 0.8544
Epoch 362/500
113/113 [==============================] - 0s 832us/step - loss: 0.3630 - accuracy: 0.8546
Epoch 363/500
113/113 [==============================] - 0s 798us/step - loss: 0.3620 - accuracy: 0.8556
Epoch 364/500
113/113 [==============================] - 0s 841us/step - loss: 0.3612 - accuracy: 0.8564
Epoch 365/500
113/113 [==============================] - 0s 807us/step - loss: 0.3604 - accuracy: 0.8558
Epoch 366/500
113/113 [==============================] - 0s 793us/step - loss: 0.3596 - accuracy: 0.8571
Epoch 367/500
113/113 [==============================] - 0s 849us/step - loss: 0.3587 - accuracy: 0.8562
Epoch 368/500
113/113 [==============================] - 0s 796us/step - loss: 0.3579 - accuracy: 0.8589
Epoch 369/500
113/113 [==============================] - 0s 825us/step - loss: 0.3571 - accuracy: 0.8581
Epoch 370/500
113/113 [==============================] - 0s 832us/step - loss: 0.3564 - accuracy: 0.8587
Epoch 371/500
113/113 [==============================] - 0s 798us/step - loss: 0.3556 - accuracy: 0.8590
Epoch 372/500
113/113 [==============================] - 0s 825us/step - loss: 0.3549 - accuracy: 0.8593
Epoch 373/500
113/113 [==============================] - 0s 805us/step - loss: 0.3542 - accuracy: 0.8596
Epoch 374/500
113/113 [==============================] - 0s 797us/step - loss: 0.3534 - accuracy: 0.8586
Epoch 375/500
113/113 [==============================] - 0s 838us/step - loss: 0.3528 - accuracy: 0.8600
Epoch 376/500
113/113 [==============================] - 0s 806us/step - loss: 0.3522 - accuracy: 0.8589
Epoch 377/500
113/113 [==============================] - 0s 827us/step - loss: 0.3515 - accuracy: 0.8599
Epoch 378/500
113/113 [==============================] - 0s 804us/step - loss: 0.3510 - accuracy: 0.8589
Epoch 379/500
113/113 [==============================] - 0s 792us/step - loss: 0.3502 - accuracy: 0.8593
Epoch 380/500
113/113 [==============================] - 0s 880us/step - loss: 0.3498 - accuracy: 0.8589
Epoch 381/500
113/113 [==============================] - 0s 819us/step - loss: 0.3493 - accuracy: 0.8601
Epoch 382/500
113/113 [==============================] - 0s 800us/step - loss: 0.3488 - accuracy: 0.8581
Epoch 383/500
113/113 [==============================] - 0s 859us/step - loss: 0.3481 - accuracy: 0.8610
Epoch 384/500
113/113 [==============================] - 0s 800us/step - loss: 0.3478 - accuracy: 0.8597
Epoch 385/500
113/113 [==============================] - 0s 854us/step - loss: 0.3473 - accuracy: 0.8604
Epoch 386/500
113/113 [==============================] - 0s 805us/step - loss: 0.3470 - accuracy: 0.8612
Epoch 387/500
113/113 [==============================] - 0s 797us/step - loss: 0.3463 - accuracy: 0.8594
Epoch 388/500
113/113 [==============================] - 0s 824us/step - loss: 0.3463 - accuracy: 0.8600
Epoch 389/500
113/113 [==============================] - 0s 792us/step - loss: 0.3458 - accuracy: 0.8604
Epoch 390/500
113/113 [==============================] - 0s 790us/step - loss: 0.3454 - accuracy: 0.8606
Epoch 391/500
113/113 [==============================] - 0s 909us/step - loss: 0.3452 - accuracy: 0.8614
Epoch 392/500
113/113 [==============================] - 0s 794us/step - loss: 0.3449 - accuracy: 0.8601
Epoch 393/500
113/113 [==============================] - 0s 822us/step - loss: 0.3446 - accuracy: 0.8603
Epoch 394/500
113/113 [==============================] - 0s 803us/step - loss: 0.3444 - accuracy: 0.8621
Epoch 395/500
113/113 [==============================] - 0s 806us/step - loss: 0.3440 - accuracy: 0.8610
Epoch 396/500
113/113 [==============================] - 0s 844us/step - loss: 0.3437 - accuracy: 0.8617
Epoch 397/500
113/113 [==============================] - 0s 795us/step - loss: 0.3437 - accuracy: 0.8615
Epoch 398/500
113/113 [==============================] - 0s 826us/step - loss: 0.3434 - accuracy: 0.8608
Epoch 399/500
113/113 [==============================] - 0s 799us/step - loss: 0.3433 - accuracy: 0.8625
Epoch 400/500
113/113 [==============================] - 0s 790us/step - loss: 0.3429 - accuracy: 0.8608
Epoch 401/500
113/113 [==============================] - 0s 917us/step - loss: 0.3428 - accuracy: 0.8622
Epoch 402/500
113/113 [==============================] - 0s 798us/step - loss: 0.3427 - accuracy: 0.8617
Epoch 403/500
113/113 [==============================] - 0s 799us/step - loss: 0.3426 - accuracy: 0.8618
Epoch 404/500
113/113 [==============================] - 0s 824us/step - loss: 0.3423 - accuracy: 0.8633
Epoch 405/500
113/113 [==============================] - 0s 789us/step - loss: 0.3421 - accuracy: 0.8619
Epoch 406/500
113/113 [==============================] - 0s 831us/step - loss: 0.3418 - accuracy: 0.8612
Epoch 407/500
113/113 [==============================] - 0s 815us/step - loss: 0.3418 - accuracy: 0.8624
Epoch 408/500
113/113 [==============================] - 0s 794us/step - loss: 0.3415 - accuracy: 0.8629
Epoch 409/500
113/113 [==============================] - 0s 844us/step - loss: 0.3416 - accuracy: 0.8622
Epoch 410/500
113/113 [==============================] - 0s 788us/step - loss: 0.3412 - accuracy: 0.8618
Epoch 411/500
113/113 [==============================] - 0s 794us/step - loss: 0.3415 - accuracy: 0.8597
Epoch 412/500
113/113 [==============================] - 0s 960us/step - loss: 0.3414 - accuracy: 0.8624
Epoch 413/500
113/113 [==============================] - 0s 799us/step - loss: 0.3412 - accuracy: 0.8621
Epoch 414/500
113/113 [==============================] - 0s 826us/step - loss: 0.3408 - accuracy: 0.8636
Epoch 415/500
113/113 [==============================] - 0s 792us/step - loss: 0.3408 - accuracy: 0.8612
Epoch 416/500
113/113 [==============================] - 0s 799us/step - loss: 0.3409 - accuracy: 0.8611
Epoch 417/500
113/113 [==============================] - 0s 837us/step - loss: 0.3407 - accuracy: 0.8626
Epoch 418/500
113/113 [==============================] - 0s 789us/step - loss: 0.3407 - accuracy: 0.8629
Epoch 419/500
113/113 [==============================] - 0s 797us/step - loss: 0.3407 - accuracy: 0.8629
Epoch 420/500
113/113 [==============================] - 0s 821us/step - loss: 0.3404 - accuracy: 0.8622
Epoch 421/500
113/113 [==============================] - 0s 791us/step - loss: 0.3401 - accuracy: 0.8614
Epoch 422/500
113/113 [==============================] - 0s 865us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 423/500
113/113 [==============================] - 0s 822us/step - loss: 0.3402 - accuracy: 0.8614
Epoch 424/500
113/113 [==============================] - 0s 797us/step - loss: 0.3400 - accuracy: 0.8628
Epoch 425/500
113/113 [==============================] - 0s 871us/step - loss: 0.3400 - accuracy: 0.8619
Epoch 426/500
113/113 [==============================] - 0s 799us/step - loss: 0.3400 - accuracy: 0.8626
Epoch 427/500
113/113 [==============================] - 0s 820us/step - loss: 0.3398 - accuracy: 0.8619
Epoch 428/500
113/113 [==============================] - 0s 813us/step - loss: 0.3400 - accuracy: 0.8612
Epoch 429/500
113/113 [==============================] - 0s 898us/step - loss: 0.3397 - accuracy: 0.8617
Epoch 430/500
113/113 [==============================] - 0s 843us/step - loss: 0.3396 - accuracy: 0.8622
Epoch 431/500
113/113 [==============================] - 0s 785us/step - loss: 0.3395 - accuracy: 0.8624
Epoch 432/500
113/113 [==============================] - 0s 787us/step - loss: 0.3395 - accuracy: 0.8632
Epoch 433/500
113/113 [==============================] - 0s 949us/step - loss: 0.3395 - accuracy: 0.8626
Epoch 434/500
113/113 [==============================] - 0s 808us/step - loss: 0.3394 - accuracy: 0.8626
Epoch 435/500
113/113 [==============================] - 0s 822us/step - loss: 0.3394 - accuracy: 0.8622
Epoch 436/500
113/113 [==============================] - 0s 796us/step - loss: 0.3390 - accuracy: 0.8614
Epoch 437/500
113/113 [==============================] - 0s 801us/step - loss: 0.3389 - accuracy: 0.8622
Epoch 438/500
113/113 [==============================] - 0s 832us/step - loss: 0.3387 - accuracy: 0.8632
Epoch 439/500
113/113 [==============================] - 0s 802us/step - loss: 0.3391 - accuracy: 0.8640
Epoch 440/500
113/113 [==============================] - 0s 792us/step - loss: 0.3391 - accuracy: 0.8612
Epoch 441/500
113/113 [==============================] - 0s 813us/step - loss: 0.3390 - accuracy: 0.8633
Epoch 442/500
113/113 [==============================] - 0s 804us/step - loss: 0.3387 - accuracy: 0.8633
Epoch 443/500
113/113 [==============================] - 0s 818us/step - loss: 0.3387 - accuracy: 0.8624
Epoch 444/500
113/113 [==============================] - 0s 901us/step - loss: 0.3388 - accuracy: 0.8614
Epoch 445/500
113/113 [==============================] - 0s 833us/step - loss: 0.3388 - accuracy: 0.8622
Epoch 446/500
113/113 [==============================] - 0s 824us/step - loss: 0.3386 - accuracy: 0.8622
Epoch 447/500
113/113 [==============================] - 0s 792us/step - loss: 0.3384 - accuracy: 0.8612
Epoch 448/500
113/113 [==============================] - 0s 830us/step - loss: 0.3384 - accuracy: 0.8619
Epoch 449/500
113/113 [==============================] - 0s 812us/step - loss: 0.3386 - accuracy: 0.8622
Epoch 450/500
113/113 [==============================] - 0s 858us/step - loss: 0.3384 - accuracy: 0.8607
Epoch 451/500
113/113 [==============================] - 0s 858us/step - loss: 0.3381 - accuracy: 0.8626
Epoch 452/500
113/113 [==============================] - 0s 820us/step - loss: 0.3383 - accuracy: 0.8610
Epoch 453/500
113/113 [==============================] - 0s 905us/step - loss: 0.3383 - accuracy: 0.8611
Epoch 454/500
113/113 [==============================] - 0s 813us/step - loss: 0.3383 - accuracy: 0.8628
Epoch 455/500
113/113 [==============================] - 0s 799us/step - loss: 0.3380 - accuracy: 0.8629
Epoch 456/500
113/113 [==============================] - 0s 860us/step - loss: 0.3379 - accuracy: 0.8622
Epoch 457/500
113/113 [==============================] - 0s 790us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 458/500
113/113 [==============================] - 0s 803us/step - loss: 0.3379 - accuracy: 0.8621
Epoch 459/500
113/113 [==============================] - 0s 814us/step - loss: 0.3379 - accuracy: 0.8617
Epoch 460/500
113/113 [==============================] - 0s 819us/step - loss: 0.3376 - accuracy: 0.8625
Epoch 461/500
113/113 [==============================] - 0s 843us/step - loss: 0.3378 - accuracy: 0.8626
Epoch 462/500
113/113 [==============================] - 0s 800us/step - loss: 0.3376 - accuracy: 0.8614
Epoch 463/500
113/113 [==============================] - 0s 795us/step - loss: 0.3373 - accuracy: 0.8621
Epoch 464/500
113/113 [==============================] - 0s 829us/step - loss: 0.3377 - accuracy: 0.8611
Epoch 465/500
113/113 [==============================] - 0s 862us/step - loss: 0.3375 - accuracy: 0.8619
Epoch 466/500
113/113 [==============================] - 0s 805us/step - loss: 0.3374 - accuracy: 0.8631
Epoch 467/500
113/113 [==============================] - 0s 822us/step - loss: 0.3373 - accuracy: 0.8610
Epoch 468/500
113/113 [==============================] - 0s 823us/step - loss: 0.3375 - accuracy: 0.8611
Epoch 469/500
113/113 [==============================] - 0s 831us/step - loss: 0.3372 - accuracy: 0.8624
Epoch 470/500
113/113 [==============================] - 0s 840us/step - loss: 0.3374 - accuracy: 0.8614
Epoch 471/500
113/113 [==============================] - 0s 813us/step - loss: 0.3373 - accuracy: 0.8621
Epoch 472/500
113/113 [==============================] - 0s 883us/step - loss: 0.3371 - accuracy: 0.8615
Epoch 473/500
113/113 [==============================] - 0s 827us/step - loss: 0.3371 - accuracy: 0.8625
Epoch 474/500
113/113 [==============================] - 0s 934us/step - loss: 0.3371 - accuracy: 0.8626
Epoch 475/500
113/113 [==============================] - 0s 963us/step - loss: 0.3370 - accuracy: 0.8621
Epoch 476/500
113/113 [==============================] - 0s 808us/step - loss: 0.3368 - accuracy: 0.8617
Epoch 477/500
113/113 [==============================] - 0s 832us/step - loss: 0.3371 - accuracy: 0.8611
Epoch 478/500
113/113 [==============================] - 0s 858us/step - loss: 0.3367 - accuracy: 0.8619
Epoch 479/500
113/113 [==============================] - 0s 841us/step - loss: 0.3368 - accuracy: 0.8644
Epoch 480/500
113/113 [==============================] - 0s 823us/step - loss: 0.3364 - accuracy: 0.8625
Epoch 481/500
113/113 [==============================] - 0s 793us/step - loss: 0.3368 - accuracy: 0.8610
Epoch 482/500
113/113 [==============================] - 0s 812us/step - loss: 0.3365 - accuracy: 0.8618
Epoch 483/500
113/113 [==============================] - 0s 800us/step - loss: 0.3364 - accuracy: 0.8629
Epoch 484/500
113/113 [==============================] - 0s 789us/step - loss: 0.3367 - accuracy: 0.8621
Epoch 485/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3366 - accuracy: 0.8610
Epoch 486/500
113/113 [==============================] - 0s 821us/step - loss: 0.3363 - accuracy: 0.8614
Epoch 487/500
113/113 [==============================] - 0s 865us/step - loss: 0.3362 - accuracy: 0.8612
Epoch 488/500
113/113 [==============================] - 0s 799us/step - loss: 0.3364 - accuracy: 0.8626
Epoch 489/500
113/113 [==============================] - 0s 790us/step - loss: 0.3365 - accuracy: 0.8621
Epoch 490/500
113/113 [==============================] - 0s 839us/step - loss: 0.3363 - accuracy: 0.8646
Epoch 491/500
113/113 [==============================] - 0s 823us/step - loss: 0.3361 - accuracy: 0.8615
Epoch 492/500
113/113 [==============================] - 0s 851us/step - loss: 0.3362 - accuracy: 0.8617
Epoch 493/500
113/113 [==============================] - 0s 802us/step - loss: 0.3363 - accuracy: 0.8612
Epoch 494/500
113/113 [==============================] - 0s 795us/step - loss: 0.3363 - accuracy: 0.8628
Epoch 495/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3361 - accuracy: 0.8621
Epoch 496/500
113/113 [==============================] - 0s 822us/step - loss: 0.3361 - accuracy: 0.8629
Epoch 497/500
113/113 [==============================] - 0s 822us/step - loss: 0.3361 - accuracy: 0.8608
Epoch 498/500
113/113 [==============================] - 0s 811us/step - loss: 0.3361 - accuracy: 0.8631
Epoch 499/500
113/113 [==============================] - 0s 808us/step - loss: 0.3359 - accuracy: 0.8617
Epoch 500/500
113/113 [==============================] - 0s 843us/step - loss: 0.3364 - accuracy: 0.8619
Epoch 1/500
113/113 [==============================] - 0s 1ms/step - loss: 0.6522 - accuracy: 0.7960
Epoch 2/500
113/113 [==============================] - 0s 842us/step - loss: 0.5938 - accuracy: 0.7960
Epoch 3/500
113/113 [==============================] - 0s 876us/step - loss: 0.5599 - accuracy: 0.7960
Epoch 4/500
113/113 [==============================] - 0s 859us/step - loss: 0.5398 - accuracy: 0.7960
Epoch 5/500
113/113 [==============================] - 0s 811us/step - loss: 0.5276 - accuracy: 0.7960
Epoch 6/500
113/113 [==============================] - 0s 964us/step - loss: 0.5199 - accuracy: 0.7960
Epoch 7/500
113/113 [==============================] - 0s 848us/step - loss: 0.5151 - accuracy: 0.7960
Epoch 8/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5120 - accuracy: 0.7960
Epoch 9/500
113/113 [==============================] - 0s 846us/step - loss: 0.5100 - accuracy: 0.7960
Epoch 10/500
113/113 [==============================] - 0s 812us/step - loss: 0.5086 - accuracy: 0.7960
Epoch 11/500
113/113 [==============================] - 0s 814us/step - loss: 0.5077 - accuracy: 0.7960
Epoch 12/500
113/113 [==============================] - 0s 815us/step - loss: 0.5072 - accuracy: 0.7960
Epoch 13/500
113/113 [==============================] - 0s 791us/step - loss: 0.5068 - accuracy: 0.7960
Epoch 14/500
113/113 [==============================] - 0s 839us/step - loss: 0.5065 - accuracy: 0.7960
Epoch 15/500
113/113 [==============================] - 0s 784us/step - loss: 0.5063 - accuracy: 0.7960
Epoch 16/500
113/113 [==============================] - 0s 787us/step - loss: 0.5062 - accuracy: 0.7960
Epoch 17/500
113/113 [==============================] - 0s 830us/step - loss: 0.5061 - accuracy: 0.7960
Epoch 18/500
113/113 [==============================] - 0s 810us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 19/500
113/113 [==============================] - 0s 827us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 20/500
113/113 [==============================] - 0s 787us/step - loss: 0.5060 - accuracy: 0.7960
Epoch 21/500
113/113 [==============================] - 0s 790us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 22/500
113/113 [==============================] - 0s 913us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 23/500
113/113 [==============================] - 0s 815us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 24/500
113/113 [==============================] - 0s 869us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 25/500
113/113 [==============================] - 0s 815us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 26/500
113/113 [==============================] - 0s 788us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 27/500
113/113 [==============================] - 0s 814us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 28/500
113/113 [==============================] - 0s 829us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 29/500
113/113 [==============================] - 0s 796us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 30/500
113/113 [==============================] - 0s 827us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 31/500
113/113 [==============================] - 0s 877us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 32/500
113/113 [==============================] - 0s 836us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 33/500
113/113 [==============================] - 0s 827us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 34/500
113/113 [==============================] - 0s 810us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 35/500
113/113 [==============================] - 0s 852us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 36/500
113/113 [==============================] - 0s 802us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 37/500
113/113 [==============================] - 0s 835us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 38/500
113/113 [==============================] - 0s 805us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 39/500
113/113 [==============================] - 0s 818us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 40/500
113/113 [==============================] - 0s 836us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 41/500
113/113 [==============================] - 0s 798us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 42/500
113/113 [==============================] - 0s 839us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 43/500
113/113 [==============================] - 0s 859us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 44/500
113/113 [==============================] - 0s 836us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 45/500
113/113 [==============================] - 0s 829us/step - loss: 0.5059 - accuracy: 0.7960
Epoch 46/500
113/113 [==============================] - 0s 882us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 47/500
113/113 [==============================] - 0s 835us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 48/500
113/113 [==============================] - 0s 840us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 49/500
113/113 [==============================] - 0s 828us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 50/500
113/113 [==============================] - 0s 832us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 51/500
113/113 [==============================] - 0s 810us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 52/500
113/113 [==============================] - 0s 873us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 53/500
113/113 [==============================] - 0s 822us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 54/500
113/113 [==============================] - 0s 808us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 55/500
113/113 [==============================] - 0s 852us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 56/500
113/113 [==============================] - 0s 831us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 57/500
113/113 [==============================] - 0s 819us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 58/500
113/113 [==============================] - 0s 829us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 59/500
113/113 [==============================] - 0s 803us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 60/500
113/113 [==============================] - 0s 828us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 61/500
113/113 [==============================] - 0s 830us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 62/500
113/113 [==============================] - 0s 804us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 63/500
113/113 [==============================] - 0s 926us/step - loss: 0.5058 - accuracy: 0.7960
Epoch 64/500
113/113 [==============================] - 0s 820us/step - loss: 0.5058 - accuracy: 0.79600s - loss: 0.5107 - accuracy: 0.79
Epoch 65/500
113/113 [==============================] - 0s 820us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 66/500
113/113 [==============================] - 0s 842us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 67/500
113/113 [==============================] - 0s 805us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 68/500
113/113 [==============================] - 0s 812us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 69/500
113/113 [==============================] - 0s 830us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 70/500
113/113 [==============================] - 0s 820us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 71/500
113/113 [==============================] - 0s 869us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 72/500
113/113 [==============================] - 0s 808us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 73/500
113/113 [==============================] - 0s 839us/step - loss: 0.5057 - accuracy: 0.7960
Epoch 74/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 75/500
113/113 [==============================] - 0s 826us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 76/500
113/113 [==============================] - 0s 847us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 77/500
113/113 [==============================] - 0s 814us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 78/500
113/113 [==============================] - 0s 814us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 79/500
113/113 [==============================] - 0s 835us/step - loss: 0.5056 - accuracy: 0.7960
Epoch 80/500
113/113 [==============================] - 0s 811us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 81/500
113/113 [==============================] - 0s 812us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 82/500
113/113 [==============================] - 0s 950us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 83/500
113/113 [==============================] - 0s 978us/step - loss: 0.5055 - accuracy: 0.7960
Epoch 84/500
113/113 [==============================] - 0s 839us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 85/500
113/113 [==============================] - 0s 812us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 86/500
113/113 [==============================] - 0s 830us/step - loss: 0.5054 - accuracy: 0.7960
Epoch 87/500
113/113 [==============================] - 0s 887us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 88/500
113/113 [==============================] - 0s 844us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 89/500
113/113 [==============================] - 0s 877us/step - loss: 0.5053 - accuracy: 0.7960
Epoch 90/500
113/113 [==============================] - 0s 822us/step - loss: 0.5052 - accuracy: 0.7960
Epoch 91/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5052 - accuracy: 0.7960
Epoch 92/500
113/113 [==============================] - 0s 816us/step - loss: 0.5051 - accuracy: 0.7960
Epoch 93/500
113/113 [==============================] - 0s 870us/step - loss: 0.5051 - accuracy: 0.7960
Epoch 94/500
113/113 [==============================] - 0s 867us/step - loss: 0.5050 - accuracy: 0.7960
Epoch 95/500
113/113 [==============================] - 0s 806us/step - loss: 0.5049 - accuracy: 0.7960
Epoch 96/500
113/113 [==============================] - 0s 886us/step - loss: 0.5049 - accuracy: 0.7960
Epoch 97/500
113/113 [==============================] - 0s 804us/step - loss: 0.5048 - accuracy: 0.7960
Epoch 98/500
113/113 [==============================] - 0s 809us/step - loss: 0.5047 - accuracy: 0.7960
Epoch 99/500
113/113 [==============================] - 0s 849us/step - loss: 0.5046 - accuracy: 0.7960
Epoch 100/500
113/113 [==============================] - 0s 814us/step - loss: 0.5045 - accuracy: 0.7960
Epoch 101/500
113/113 [==============================] - 0s 819us/step - loss: 0.5044 - accuracy: 0.7960
Epoch 102/500
113/113 [==============================] - 0s 839us/step - loss: 0.5043 - accuracy: 0.7960
Epoch 103/500
113/113 [==============================] - 0s 935us/step - loss: 0.5041 - accuracy: 0.7960
Epoch 104/500
113/113 [==============================] - 0s 862us/step - loss: 0.5040 - accuracy: 0.7960
Epoch 105/500
113/113 [==============================] - 0s 822us/step - loss: 0.5038 - accuracy: 0.7960
Epoch 106/500
113/113 [==============================] - 0s 828us/step - loss: 0.5036 - accuracy: 0.7960
Epoch 107/500
113/113 [==============================] - 0s 834us/step - loss: 0.5034 - accuracy: 0.7960
Epoch 108/500
113/113 [==============================] - 0s 809us/step - loss: 0.5032 - accuracy: 0.7960
Epoch 109/500
113/113 [==============================] - 0s 845us/step - loss: 0.5030 - accuracy: 0.7960
Epoch 110/500
113/113 [==============================] - 0s 809us/step - loss: 0.5027 - accuracy: 0.7960
Epoch 111/500
113/113 [==============================] - 0s 838us/step - loss: 0.5024 - accuracy: 0.7960
Epoch 112/500
113/113 [==============================] - 0s 845us/step - loss: 0.5020 - accuracy: 0.7960
Epoch 113/500
113/113 [==============================] - 0s 869us/step - loss: 0.5016 - accuracy: 0.7960
Epoch 114/500
113/113 [==============================] - 0s 922us/step - loss: 0.5012 - accuracy: 0.7960
Epoch 115/500
113/113 [==============================] - 0s 823us/step - loss: 0.5007 - accuracy: 0.7960
Epoch 116/500
113/113 [==============================] - 0s 819us/step - loss: 0.5002 - accuracy: 0.7960
Epoch 117/500
113/113 [==============================] - 0s 912us/step - loss: 0.4996 - accuracy: 0.7960
Epoch 118/500
113/113 [==============================] - 0s 851us/step - loss: 0.4989 - accuracy: 0.7960
Epoch 119/500
113/113 [==============================] - 0s 840us/step - loss: 0.4981 - accuracy: 0.7960
Epoch 120/500
113/113 [==============================] - 0s 851us/step - loss: 0.4973 - accuracy: 0.7960
Epoch 121/500
113/113 [==============================] - 0s 832us/step - loss: 0.4963 - accuracy: 0.7960
Epoch 122/500
113/113 [==============================] - 0s 839us/step - loss: 0.4952 - accuracy: 0.7960
Epoch 123/500
113/113 [==============================] - 0s 810us/step - loss: 0.4939 - accuracy: 0.7960
Epoch 124/500
113/113 [==============================] - 0s 841us/step - loss: 0.4925 - accuracy: 0.7960
Epoch 125/500
113/113 [==============================] - 0s 806us/step - loss: 0.4910 - accuracy: 0.7960
Epoch 126/500
113/113 [==============================] - 0s 865us/step - loss: 0.4893 - accuracy: 0.7960
Epoch 127/500
113/113 [==============================] - 0s 857us/step - loss: 0.4874 - accuracy: 0.7960
Epoch 128/500
113/113 [==============================] - 0s 817us/step - loss: 0.4853 - accuracy: 0.7960
Epoch 129/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4830 - accuracy: 0.7960
Epoch 130/500
113/113 [==============================] - 0s 883us/step - loss: 0.4805 - accuracy: 0.7960
Epoch 131/500
113/113 [==============================] - 0s 821us/step - loss: 0.4779 - accuracy: 0.7960
Epoch 132/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4752 - accuracy: 0.7960
Epoch 133/500
113/113 [==============================] - 0s 841us/step - loss: 0.4723 - accuracy: 0.7960
Epoch 134/500
113/113 [==============================] - 0s 844us/step - loss: 0.4694 - accuracy: 0.7960
Epoch 135/500
113/113 [==============================] - 0s 842us/step - loss: 0.4665 - accuracy: 0.7960
Epoch 136/500
113/113 [==============================] - 0s 813us/step - loss: 0.4636 - accuracy: 0.7960
Epoch 137/500
113/113 [==============================] - 0s 868us/step - loss: 0.4608 - accuracy: 0.7960
Epoch 138/500
113/113 [==============================] - 0s 801us/step - loss: 0.4580 - accuracy: 0.7960
Epoch 139/500
113/113 [==============================] - 0s 828us/step - loss: 0.4555 - accuracy: 0.7960
Epoch 140/500
113/113 [==============================] - 0s 886us/step - loss: 0.4530 - accuracy: 0.7960
Epoch 141/500
113/113 [==============================] - 0s 813us/step - loss: 0.4507 - accuracy: 0.7960
Epoch 142/500
113/113 [==============================] - 0s 882us/step - loss: 0.4487 - accuracy: 0.7960
Epoch 143/500
113/113 [==============================] - 0s 844us/step - loss: 0.4467 - accuracy: 0.7960
Epoch 144/500
113/113 [==============================] - 0s 875us/step - loss: 0.4450 - accuracy: 0.7960
Epoch 145/500
113/113 [==============================] - 0s 843us/step - loss: 0.4434 - accuracy: 0.7960
Epoch 146/500
113/113 [==============================] - 0s 823us/step - loss: 0.4419 - accuracy: 0.7960
Epoch 147/500
113/113 [==============================] - 0s 878us/step - loss: 0.4406 - accuracy: 0.7960
Epoch 148/500
113/113 [==============================] - 0s 820us/step - loss: 0.4395 - accuracy: 0.7960
Epoch 149/500
113/113 [==============================] - 0s 852us/step - loss: 0.4384 - accuracy: 0.7960
Epoch 150/500
113/113 [==============================] - 0s 814us/step - loss: 0.4375 - accuracy: 0.7960
Epoch 151/500
113/113 [==============================] - 0s 803us/step - loss: 0.4366 - accuracy: 0.7960
Epoch 152/500
113/113 [==============================] - 0s 868us/step - loss: 0.4358 - accuracy: 0.7960
Epoch 153/500
113/113 [==============================] - 0s 811us/step - loss: 0.4351 - accuracy: 0.7960
Epoch 154/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4345 - accuracy: 0.7960
Epoch 155/500
113/113 [==============================] - 0s 803us/step - loss: 0.4339 - accuracy: 0.7960
Epoch 156/500
113/113 [==============================] - 0s 817us/step - loss: 0.4334 - accuracy: 0.7960
Epoch 157/500
113/113 [==============================] - 0s 842us/step - loss: 0.4329 - accuracy: 0.7960
Epoch 158/500
113/113 [==============================] - 0s 799us/step - loss: 0.4324 - accuracy: 0.7960
Epoch 159/500
113/113 [==============================] - 0s 846us/step - loss: 0.4320 - accuracy: 0.7960
Epoch 160/500
113/113 [==============================] - 0s 854us/step - loss: 0.4316 - accuracy: 0.7960
Epoch 161/500
113/113 [==============================] - 0s 842us/step - loss: 0.4313 - accuracy: 0.7960
Epoch 162/500
113/113 [==============================] - 0s 890us/step - loss: 0.4310 - accuracy: 0.7960
Epoch 163/500
113/113 [==============================] - 0s 816us/step - loss: 0.4307 - accuracy: 0.7960
Epoch 164/500
113/113 [==============================] - 0s 877us/step - loss: 0.4304 - accuracy: 0.7960
Epoch 165/500
113/113 [==============================] - 0s 855us/step - loss: 0.4301 - accuracy: 0.7960
Epoch 166/500
113/113 [==============================] - 0s 820us/step - loss: 0.4298 - accuracy: 0.7960
Epoch 167/500
113/113 [==============================] - 0s 844us/step - loss: 0.4296 - accuracy: 0.7960
Epoch 168/500
113/113 [==============================] - 0s 807us/step - loss: 0.4294 - accuracy: 0.7960
Epoch 169/500
113/113 [==============================] - 0s 808us/step - loss: 0.4291 - accuracy: 0.7960
Epoch 170/500
113/113 [==============================] - 0s 842us/step - loss: 0.4289 - accuracy: 0.7960
Epoch 171/500
113/113 [==============================] - 0s 819us/step - loss: 0.4287 - accuracy: 0.7960
Epoch 172/500
113/113 [==============================] - 0s 845us/step - loss: 0.4285 - accuracy: 0.7960
Epoch 173/500
113/113 [==============================] - 0s 832us/step - loss: 0.4283 - accuracy: 0.7960
Epoch 174/500
113/113 [==============================] - 0s 829us/step - loss: 0.4280 - accuracy: 0.7960
Epoch 175/500
113/113 [==============================] - 0s 837us/step - loss: 0.4278 - accuracy: 0.7960
Epoch 176/500
113/113 [==============================] - 0s 806us/step - loss: 0.4276 - accuracy: 0.7960
Epoch 177/500
113/113 [==============================] - 0s 827us/step - loss: 0.4273 - accuracy: 0.7960
Epoch 178/500
113/113 [==============================] - 0s 859us/step - loss: 0.4271 - accuracy: 0.7960
Epoch 179/500
113/113 [==============================] - 0s 815us/step - loss: 0.4269 - accuracy: 0.7960
Epoch 180/500
113/113 [==============================] - 0s 837us/step - loss: 0.4266 - accuracy: 0.7960
Epoch 181/500
113/113 [==============================] - 0s 813us/step - loss: 0.4263 - accuracy: 0.7960
Epoch 182/500
113/113 [==============================] - 0s 819us/step - loss: 0.4260 - accuracy: 0.7960
Epoch 183/500
113/113 [==============================] - 0s 859us/step - loss: 0.4258 - accuracy: 0.7960
Epoch 184/500
113/113 [==============================] - 0s 811us/step - loss: 0.4255 - accuracy: 0.7960
Epoch 185/500
113/113 [==============================] - 0s 933us/step - loss: 0.4251 - accuracy: 0.7960
Epoch 186/500
113/113 [==============================] - 0s 816us/step - loss: 0.4248 - accuracy: 0.7960
Epoch 187/500
113/113 [==============================] - 0s 878us/step - loss: 0.4244 - accuracy: 0.7960
Epoch 188/500
113/113 [==============================] - 0s 851us/step - loss: 0.4240 - accuracy: 0.7960
Epoch 189/500
113/113 [==============================] - 0s 824us/step - loss: 0.4236 - accuracy: 0.7960
Epoch 190/500
113/113 [==============================] - 0s 831us/step - loss: 0.4231 - accuracy: 0.7960
Epoch 191/500
113/113 [==============================] - 0s 800us/step - loss: 0.4226 - accuracy: 0.7960
Epoch 192/500
113/113 [==============================] - 0s 805us/step - loss: 0.4221 - accuracy: 0.7960
Epoch 193/500
113/113 [==============================] - 0s 897us/step - loss: 0.4214 - accuracy: 0.7960
Epoch 194/500
113/113 [==============================] - 0s 821us/step - loss: 0.4207 - accuracy: 0.7960
Epoch 195/500
113/113 [==============================] - 0s 875us/step - loss: 0.4200 - accuracy: 0.7960
Epoch 196/500
113/113 [==============================] - 0s 799us/step - loss: 0.4192 - accuracy: 0.7960
Epoch 197/500
113/113 [==============================] - 0s 813us/step - loss: 0.4184 - accuracy: 0.7960
Epoch 198/500
113/113 [==============================] - 0s 844us/step - loss: 0.4176 - accuracy: 0.7960
Epoch 199/500
113/113 [==============================] - 0s 850us/step - loss: 0.4167 - accuracy: 0.7960
Epoch 200/500
113/113 [==============================] - 0s 821us/step - loss: 0.4158 - accuracy: 0.7960
Epoch 201/500
113/113 [==============================] - 0s 853us/step - loss: 0.4149 - accuracy: 0.7960
Epoch 202/500
113/113 [==============================] - 0s 828us/step - loss: 0.4139 - accuracy: 0.7960
Epoch 203/500
113/113 [==============================] - 0s 834us/step - loss: 0.4129 - accuracy: 0.7960
Epoch 204/500
113/113 [==============================] - 0s 811us/step - loss: 0.4120 - accuracy: 0.7960
Epoch 205/500
113/113 [==============================] - 0s 834us/step - loss: 0.4110 - accuracy: 0.7960
Epoch 206/500
113/113 [==============================] - 0s 843us/step - loss: 0.4100 - accuracy: 0.7960
Epoch 207/500
113/113 [==============================] - 0s 816us/step - loss: 0.4089 - accuracy: 0.7960
Epoch 208/500
113/113 [==============================] - 0s 814us/step - loss: 0.4079 - accuracy: 0.7960
Epoch 209/500
113/113 [==============================] - 0s 813us/step - loss: 0.4069 - accuracy: 0.7960
Epoch 210/500
113/113 [==============================] - 0s 817us/step - loss: 0.4058 - accuracy: 0.7960
Epoch 211/500
113/113 [==============================] - 0s 831us/step - loss: 0.4046 - accuracy: 0.7960
Epoch 212/500
113/113 [==============================] - 0s 820us/step - loss: 0.4035 - accuracy: 0.7960
Epoch 213/500
113/113 [==============================] - 0s 798us/step - loss: 0.4023 - accuracy: 0.7960
Epoch 214/500
113/113 [==============================] - 0s 847us/step - loss: 0.4011 - accuracy: 0.8153
Epoch 215/500
113/113 [==============================] - 0s 808us/step - loss: 0.3999 - accuracy: 0.8186
Epoch 216/500
113/113 [==============================] - 0s 936us/step - loss: 0.3987 - accuracy: 0.8211
Epoch 217/500
113/113 [==============================] - 0s 802us/step - loss: 0.3975 - accuracy: 0.8215
Epoch 218/500
113/113 [==============================] - 0s 821us/step - loss: 0.3964 - accuracy: 0.8235
Epoch 219/500
113/113 [==============================] - 0s 860us/step - loss: 0.3951 - accuracy: 0.8242
Epoch 220/500
113/113 [==============================] - 0s 830us/step - loss: 0.3939 - accuracy: 0.8265
Epoch 221/500
113/113 [==============================] - 0s 834us/step - loss: 0.3926 - accuracy: 0.8278
Epoch 222/500
113/113 [==============================] - 0s 805us/step - loss: 0.3912 - accuracy: 0.8297
Epoch 223/500
113/113 [==============================] - 0s 823us/step - loss: 0.3899 - accuracy: 0.8315
Epoch 224/500
113/113 [==============================] - 0s 830us/step - loss: 0.3887 - accuracy: 0.8318
Epoch 225/500
113/113 [==============================] - 0s 868us/step - loss: 0.3876 - accuracy: 0.8331
Epoch 226/500
113/113 [==============================] - 0s 828us/step - loss: 0.3866 - accuracy: 0.8333
Epoch 227/500
113/113 [==============================] - 0s 854us/step - loss: 0.3856 - accuracy: 0.8346
Epoch 228/500
113/113 [==============================] - 0s 834us/step - loss: 0.3847 - accuracy: 0.8356
Epoch 229/500
113/113 [==============================] - 0s 832us/step - loss: 0.3839 - accuracy: 0.8361
Epoch 230/500
113/113 [==============================] - 0s 830us/step - loss: 0.3830 - accuracy: 0.8364
Epoch 231/500
113/113 [==============================] - 0s 828us/step - loss: 0.3822 - accuracy: 0.8368
Epoch 232/500
113/113 [==============================] - 0s 841us/step - loss: 0.3815 - accuracy: 0.8374
Epoch 233/500
113/113 [==============================] - 0s 807us/step - loss: 0.3807 - accuracy: 0.8379
Epoch 234/500
113/113 [==============================] - 0s 843us/step - loss: 0.3800 - accuracy: 0.8396
Epoch 235/500
113/113 [==============================] - 0s 851us/step - loss: 0.3791 - accuracy: 0.8414
Epoch 236/500
113/113 [==============================] - 0s 848us/step - loss: 0.3781 - accuracy: 0.8418
Epoch 237/500
113/113 [==============================] - 0s 832us/step - loss: 0.3772 - accuracy: 0.8442
Epoch 238/500
113/113 [==============================] - 0s 809us/step - loss: 0.3762 - accuracy: 0.8465
Epoch 239/500
113/113 [==============================] - 0s 804us/step - loss: 0.3753 - accuracy: 0.8482
Epoch 240/500
113/113 [==============================] - 0s 824us/step - loss: 0.3744 - accuracy: 0.8501
Epoch 241/500
113/113 [==============================] - 0s 808us/step - loss: 0.3736 - accuracy: 0.8512
Epoch 242/500
113/113 [==============================] - 0s 886us/step - loss: 0.3727 - accuracy: 0.8517
Epoch 243/500
113/113 [==============================] - 0s 996us/step - loss: 0.3719 - accuracy: 0.8529
Epoch 244/500
113/113 [==============================] - 0s 807us/step - loss: 0.3712 - accuracy: 0.8543
Epoch 245/500
113/113 [==============================] - 0s 811us/step - loss: 0.3705 - accuracy: 0.8550
Epoch 246/500
113/113 [==============================] - 0s 898us/step - loss: 0.3697 - accuracy: 0.8550
Epoch 247/500
113/113 [==============================] - 0s 841us/step - loss: 0.3691 - accuracy: 0.8562
Epoch 248/500
113/113 [==============================] - 0s 842us/step - loss: 0.3685 - accuracy: 0.8556
Epoch 249/500
113/113 [==============================] - 0s 803us/step - loss: 0.3678 - accuracy: 0.8568
Epoch 250/500
113/113 [==============================] - 0s 832us/step - loss: 0.3672 - accuracy: 0.8569
Epoch 251/500
113/113 [==============================] - 0s 853us/step - loss: 0.3667 - accuracy: 0.8571
Epoch 252/500
113/113 [==============================] - 0s 836us/step - loss: 0.3661 - accuracy: 0.8586
Epoch 253/500
113/113 [==============================] - 0s 847us/step - loss: 0.3655 - accuracy: 0.8583
Epoch 254/500
113/113 [==============================] - 0s 819us/step - loss: 0.3651 - accuracy: 0.8586
Epoch 255/500
113/113 [==============================] - 0s 805us/step - loss: 0.3645 - accuracy: 0.8589
Epoch 256/500
113/113 [==============================] - 0s 934us/step - loss: 0.3640 - accuracy: 0.8581
Epoch 257/500
113/113 [==============================] - 0s 810us/step - loss: 0.3636 - accuracy: 0.8592
Epoch 258/500
113/113 [==============================] - 0s 838us/step - loss: 0.3631 - accuracy: 0.8604
Epoch 259/500
113/113 [==============================] - 0s 855us/step - loss: 0.3627 - accuracy: 0.8589
Epoch 260/500
113/113 [==============================] - 0s 816us/step - loss: 0.3620 - accuracy: 0.8607
Epoch 261/500
113/113 [==============================] - 0s 838us/step - loss: 0.3617 - accuracy: 0.8593
Epoch 262/500
113/113 [==============================] - 0s 815us/step - loss: 0.3612 - accuracy: 0.8599
Epoch 263/500
113/113 [==============================] - 0s 851us/step - loss: 0.3610 - accuracy: 0.8603
Epoch 264/500
113/113 [==============================] - 0s 817us/step - loss: 0.3604 - accuracy: 0.8608
Epoch 265/500
113/113 [==============================] - 0s 812us/step - loss: 0.3600 - accuracy: 0.8612
Epoch 266/500
113/113 [==============================] - 0s 845us/step - loss: 0.3597 - accuracy: 0.8604
Epoch 267/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3593 - accuracy: 0.8606
Epoch 268/500
113/113 [==============================] - 0s 830us/step - loss: 0.3589 - accuracy: 0.8604
Epoch 269/500
113/113 [==============================] - 0s 818us/step - loss: 0.3586 - accuracy: 0.8604
Epoch 270/500
113/113 [==============================] - 0s 870us/step - loss: 0.3583 - accuracy: 0.8604
Epoch 271/500
113/113 [==============================] - 0s 879us/step - loss: 0.3579 - accuracy: 0.8614
Epoch 272/500
113/113 [==============================] - 0s 859us/step - loss: 0.3577 - accuracy: 0.8596
Epoch 273/500
113/113 [==============================] - 0s 872us/step - loss: 0.3573 - accuracy: 0.8603
Epoch 274/500
113/113 [==============================] - 0s 824us/step - loss: 0.3572 - accuracy: 0.8606
Epoch 275/500
113/113 [==============================] - 0s 809us/step - loss: 0.3568 - accuracy: 0.8614
Epoch 276/500
113/113 [==============================] - 0s 857us/step - loss: 0.3565 - accuracy: 0.8604
Epoch 277/500
113/113 [==============================] - 0s 886us/step - loss: 0.3563 - accuracy: 0.8612
Epoch 278/500
113/113 [==============================] - 0s 819us/step - loss: 0.3559 - accuracy: 0.8617
Epoch 279/500
113/113 [==============================] - 0s 822us/step - loss: 0.3556 - accuracy: 0.8606
Epoch 280/500
113/113 [==============================] - 0s 807us/step - loss: 0.3554 - accuracy: 0.8606
Epoch 281/500
113/113 [==============================] - 0s 840us/step - loss: 0.3552 - accuracy: 0.8606
Epoch 282/500
113/113 [==============================] - 0s 825us/step - loss: 0.3549 - accuracy: 0.8604
Epoch 283/500
113/113 [==============================] - 0s 833us/step - loss: 0.3547 - accuracy: 0.8610
Epoch 284/500
113/113 [==============================] - 0s 845us/step - loss: 0.3544 - accuracy: 0.8606
Epoch 285/500
113/113 [==============================] - 0s 830us/step - loss: 0.3544 - accuracy: 0.8607
Epoch 286/500
113/113 [==============================] - 0s 838us/step - loss: 0.3542 - accuracy: 0.8611
Epoch 287/500
113/113 [==============================] - 0s 859us/step - loss: 0.3540 - accuracy: 0.8610
Epoch 288/500
113/113 [==============================] - 0s 810us/step - loss: 0.3539 - accuracy: 0.8611
Epoch 289/500
113/113 [==============================] - 0s 853us/step - loss: 0.3536 - accuracy: 0.8612
Epoch 290/500
113/113 [==============================] - 0s 900us/step - loss: 0.3533 - accuracy: 0.8612
Epoch 291/500
113/113 [==============================] - 0s 856us/step - loss: 0.3533 - accuracy: 0.8611
Epoch 292/500
113/113 [==============================] - 0s 845us/step - loss: 0.3531 - accuracy: 0.8606
Epoch 293/500
113/113 [==============================] - 0s 817us/step - loss: 0.3530 - accuracy: 0.8612
Epoch 294/500
113/113 [==============================] - 0s 831us/step - loss: 0.3528 - accuracy: 0.8614
Epoch 295/500
113/113 [==============================] - 0s 811us/step - loss: 0.3527 - accuracy: 0.8610
Epoch 296/500
113/113 [==============================] - 0s 848us/step - loss: 0.3524 - accuracy: 0.8606
Epoch 297/500
113/113 [==============================] - 0s 984us/step - loss: 0.3524 - accuracy: 0.8592
Epoch 298/500
113/113 [==============================] - 0s 791us/step - loss: 0.3522 - accuracy: 0.8624
Epoch 299/500
113/113 [==============================] - 0s 836us/step - loss: 0.3520 - accuracy: 0.8597
Epoch 300/500
113/113 [==============================] - 0s 820us/step - loss: 0.3518 - accuracy: 0.8596
Epoch 301/500
113/113 [==============================] - 0s 809us/step - loss: 0.3519 - accuracy: 0.8597
Epoch 302/500
113/113 [==============================] - 0s 854us/step - loss: 0.3518 - accuracy: 0.8615
Epoch 303/500
113/113 [==============================] - 0s 792us/step - loss: 0.3515 - accuracy: 0.8610
Epoch 304/500
113/113 [==============================] - 0s 843us/step - loss: 0.3513 - accuracy: 0.8614
Epoch 305/500
113/113 [==============================] - 0s 801us/step - loss: 0.3514 - accuracy: 0.8603
Epoch 306/500
113/113 [==============================] - 0s 800us/step - loss: 0.3513 - accuracy: 0.8603
Epoch 307/500
113/113 [==============================] - 0s 835us/step - loss: 0.3511 - accuracy: 0.8603
Epoch 308/500
113/113 [==============================] - 0s 885us/step - loss: 0.3511 - accuracy: 0.8607
Epoch 309/500
113/113 [==============================] - 0s 847us/step - loss: 0.3509 - accuracy: 0.8600
Epoch 310/500
113/113 [==============================] - 0s 811us/step - loss: 0.3508 - accuracy: 0.8597
Epoch 311/500
113/113 [==============================] - 0s 806us/step - loss: 0.3507 - accuracy: 0.8604
Epoch 312/500
113/113 [==============================] - 0s 824us/step - loss: 0.3504 - accuracy: 0.8608
Epoch 313/500
113/113 [==============================] - 0s 843us/step - loss: 0.3504 - accuracy: 0.8590
Epoch 314/500
113/113 [==============================] - 0s 803us/step - loss: 0.3504 - accuracy: 0.8607
Epoch 315/500
113/113 [==============================] - 0s 843us/step - loss: 0.3504 - accuracy: 0.8610
Epoch 316/500
113/113 [==============================] - 0s 810us/step - loss: 0.3501 - accuracy: 0.8607
Epoch 317/500
113/113 [==============================] - 0s 845us/step - loss: 0.3502 - accuracy: 0.8617
Epoch 318/500
113/113 [==============================] - 0s 889us/step - loss: 0.3500 - accuracy: 0.8596
Epoch 319/500
113/113 [==============================] - 0s 815us/step - loss: 0.3500 - accuracy: 0.8608
Epoch 320/500
113/113 [==============================] - 0s 861us/step - loss: 0.3498 - accuracy: 0.8601
Epoch 321/500
113/113 [==============================] - 0s 802us/step - loss: 0.3498 - accuracy: 0.8614
Epoch 322/500
113/113 [==============================] - 0s 837us/step - loss: 0.3497 - accuracy: 0.8603
Epoch 323/500
113/113 [==============================] - 0s 827us/step - loss: 0.3496 - accuracy: 0.8610
Epoch 324/500
113/113 [==============================] - 0s 818us/step - loss: 0.3496 - accuracy: 0.8604
Epoch 325/500
113/113 [==============================] - 0s 853us/step - loss: 0.3494 - accuracy: 0.8614
Epoch 326/500
113/113 [==============================] - 0s 801us/step - loss: 0.3494 - accuracy: 0.8593
Epoch 327/500
113/113 [==============================] - 0s 805us/step - loss: 0.3493 - accuracy: 0.8615
Epoch 328/500
113/113 [==============================] - 0s 924us/step - loss: 0.3492 - accuracy: 0.8606
Epoch 329/500
113/113 [==============================] - 0s 848us/step - loss: 0.3492 - accuracy: 0.8607
Epoch 330/500
113/113 [==============================] - 0s 839us/step - loss: 0.3491 - accuracy: 0.8603
Epoch 331/500
113/113 [==============================] - 0s 860us/step - loss: 0.3489 - accuracy: 0.8618
Epoch 332/500
113/113 [==============================] - 0s 844us/step - loss: 0.3489 - accuracy: 0.8601
Epoch 333/500
113/113 [==============================] - 0s 860us/step - loss: 0.3488 - accuracy: 0.8593
Epoch 334/500
113/113 [==============================] - 0s 824us/step - loss: 0.3488 - accuracy: 0.8604
Epoch 335/500
113/113 [==============================] - 0s 832us/step - loss: 0.3485 - accuracy: 0.8597
Epoch 336/500
113/113 [==============================] - 0s 819us/step - loss: 0.3487 - accuracy: 0.8618
Epoch 337/500
113/113 [==============================] - 0s 796us/step - loss: 0.3485 - accuracy: 0.8606
Epoch 338/500
113/113 [==============================] - 0s 827us/step - loss: 0.3486 - accuracy: 0.8608
Epoch 339/500
113/113 [==============================] - 0s 934us/step - loss: 0.3483 - accuracy: 0.8612
Epoch 340/500
113/113 [==============================] - 0s 829us/step - loss: 0.3482 - accuracy: 0.8607
Epoch 341/500
113/113 [==============================] - 0s 831us/step - loss: 0.3484 - accuracy: 0.8610
Epoch 342/500
113/113 [==============================] - 0s 798us/step - loss: 0.3483 - accuracy: 0.8600
Epoch 343/500
113/113 [==============================] - 0s 832us/step - loss: 0.3483 - accuracy: 0.8610
Epoch 344/500
113/113 [==============================] - 0s 849us/step - loss: 0.3482 - accuracy: 0.8610
Epoch 345/500
113/113 [==============================] - 0s 799us/step - loss: 0.3483 - accuracy: 0.8608
Epoch 346/500
113/113 [==============================] - 0s 836us/step - loss: 0.3480 - accuracy: 0.8594
Epoch 347/500
113/113 [==============================] - 0s 801us/step - loss: 0.3480 - accuracy: 0.8601
Epoch 348/500
113/113 [==============================] - 0s 816us/step - loss: 0.3480 - accuracy: 0.8612
Epoch 349/500
113/113 [==============================] - 0s 852us/step - loss: 0.3478 - accuracy: 0.8604
Epoch 350/500
113/113 [==============================] - 0s 835us/step - loss: 0.3479 - accuracy: 0.8615
Epoch 351/500
113/113 [==============================] - 0s 839us/step - loss: 0.3479 - accuracy: 0.8614
Epoch 352/500
113/113 [==============================] - 0s 808us/step - loss: 0.3479 - accuracy: 0.8604
Epoch 353/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3478 - accuracy: 0.8617
Epoch 354/500
113/113 [==============================] - 0s 809us/step - loss: 0.3476 - accuracy: 0.8612
Epoch 355/500
113/113 [==============================] - 0s 828us/step - loss: 0.3477 - accuracy: 0.8603
Epoch 356/500
113/113 [==============================] - 0s 876us/step - loss: 0.3474 - accuracy: 0.8601
Epoch 357/500
113/113 [==============================] - 0s 826us/step - loss: 0.3474 - accuracy: 0.8611
Epoch 358/500
113/113 [==============================] - 0s 828us/step - loss: 0.3474 - accuracy: 0.8599
Epoch 359/500
113/113 [==============================] - 0s 826us/step - loss: 0.3475 - accuracy: 0.8594
Epoch 360/500
113/113 [==============================] - 0s 839us/step - loss: 0.3474 - accuracy: 0.8608
Epoch 361/500
113/113 [==============================] - 0s 830us/step - loss: 0.3472 - accuracy: 0.8612
Epoch 362/500
113/113 [==============================] - 0s 796us/step - loss: 0.3472 - accuracy: 0.8610
Epoch 363/500
113/113 [==============================] - 0s 791us/step - loss: 0.3472 - accuracy: 0.8604
Epoch 364/500
113/113 [==============================] - 0s 849us/step - loss: 0.3473 - accuracy: 0.8619
Epoch 365/500
113/113 [==============================] - 0s 888us/step - loss: 0.3471 - accuracy: 0.8611
Epoch 366/500
113/113 [==============================] - 0s 883us/step - loss: 0.3471 - accuracy: 0.8590
Epoch 367/500
113/113 [==============================] - 0s 801us/step - loss: 0.3468 - accuracy: 0.8608
Epoch 368/500
113/113 [==============================] - 0s 802us/step - loss: 0.3469 - accuracy: 0.8597
Epoch 369/500
113/113 [==============================] - 0s 994us/step - loss: 0.3469 - accuracy: 0.8603
Epoch 370/500
113/113 [==============================] - 0s 841us/step - loss: 0.3471 - accuracy: 0.8608
Epoch 371/500
113/113 [==============================] - 0s 837us/step - loss: 0.3469 - accuracy: 0.8586
Epoch 372/500
113/113 [==============================] - 0s 814us/step - loss: 0.3469 - accuracy: 0.8621
Epoch 373/500
113/113 [==============================] - 0s 826us/step - loss: 0.3466 - accuracy: 0.8593
Epoch 374/500
113/113 [==============================] - 0s 822us/step - loss: 0.3469 - accuracy: 0.8611
Epoch 375/500
113/113 [==============================] - 0s 840us/step - loss: 0.3466 - accuracy: 0.8599
Epoch 376/500
113/113 [==============================] - 0s 851us/step - loss: 0.3466 - accuracy: 0.8596
Epoch 377/500
113/113 [==============================] - 0s 802us/step - loss: 0.3466 - accuracy: 0.8606
Epoch 378/500
113/113 [==============================] - 0s 813us/step - loss: 0.3465 - accuracy: 0.8610
Epoch 379/500
113/113 [==============================] - 0s 821us/step - loss: 0.3464 - accuracy: 0.8587
Epoch 380/500
113/113 [==============================] - 0s 867us/step - loss: 0.3464 - accuracy: 0.8606
Epoch 381/500
113/113 [==============================] - 0s 874us/step - loss: 0.3466 - accuracy: 0.8607
Epoch 382/500
113/113 [==============================] - 0s 815us/step - loss: 0.3462 - accuracy: 0.8618
Epoch 383/500
113/113 [==============================] - 0s 805us/step - loss: 0.3464 - accuracy: 0.8601
Epoch 384/500
113/113 [==============================] - 0s 829us/step - loss: 0.3463 - accuracy: 0.8596
Epoch 385/500
113/113 [==============================] - 0s 818us/step - loss: 0.3464 - accuracy: 0.8600
Epoch 386/500
113/113 [==============================] - 0s 810us/step - loss: 0.3463 - accuracy: 0.8592
Epoch 387/500
113/113 [==============================] - 0s 862us/step - loss: 0.3460 - accuracy: 0.8603
Epoch 388/500
113/113 [==============================] - 0s 814us/step - loss: 0.3463 - accuracy: 0.8606
Epoch 389/500
113/113 [==============================] - 0s 823us/step - loss: 0.3462 - accuracy: 0.8599
Epoch 390/500
113/113 [==============================] - 0s 890us/step - loss: 0.3461 - accuracy: 0.8601
Epoch 391/500
113/113 [==============================] - 0s 836us/step - loss: 0.3461 - accuracy: 0.8600
Epoch 392/500
113/113 [==============================] - 0s 853us/step - loss: 0.3461 - accuracy: 0.8601
Epoch 393/500
113/113 [==============================] - 0s 864us/step - loss: 0.3459 - accuracy: 0.8582
Epoch 394/500
113/113 [==============================] - 0s 880us/step - loss: 0.3459 - accuracy: 0.8599
Epoch 395/500
113/113 [==============================] - 0s 801us/step - loss: 0.3461 - accuracy: 0.8607
Epoch 396/500
113/113 [==============================] - 0s 847us/step - loss: 0.3459 - accuracy: 0.8607
Epoch 397/500
113/113 [==============================] - 0s 844us/step - loss: 0.3459 - accuracy: 0.8601
Epoch 398/500
113/113 [==============================] - 0s 821us/step - loss: 0.3459 - accuracy: 0.8606
Epoch 399/500
113/113 [==============================] - 0s 842us/step - loss: 0.3458 - accuracy: 0.8597
Epoch 400/500
113/113 [==============================] - 0s 885us/step - loss: 0.3458 - accuracy: 0.8606
Epoch 401/500
113/113 [==============================] - 0s 856us/step - loss: 0.3456 - accuracy: 0.8603
Epoch 402/500
113/113 [==============================] - 0s 848us/step - loss: 0.3459 - accuracy: 0.8596
Epoch 403/500
113/113 [==============================] - 0s 805us/step - loss: 0.3455 - accuracy: 0.8599
Epoch 404/500
113/113 [==============================] - 0s 811us/step - loss: 0.3457 - accuracy: 0.8590
Epoch 405/500
113/113 [==============================] - 0s 835us/step - loss: 0.3456 - accuracy: 0.8611
Epoch 406/500
113/113 [==============================] - 0s 818us/step - loss: 0.3457 - accuracy: 0.8594
Epoch 407/500
113/113 [==============================] - 0s 868us/step - loss: 0.3453 - accuracy: 0.8596
Epoch 408/500
113/113 [==============================] - 0s 797us/step - loss: 0.3456 - accuracy: 0.8594
Epoch 409/500
113/113 [==============================] - 0s 807us/step - loss: 0.3455 - accuracy: 0.8604
Epoch 410/500
113/113 [==============================] - 0s 822us/step - loss: 0.3456 - accuracy: 0.8597
Epoch 411/500
113/113 [==============================] - 0s 888us/step - loss: 0.3452 - accuracy: 0.8608
Epoch 412/500
113/113 [==============================] - 0s 875us/step - loss: 0.3454 - accuracy: 0.8608
Epoch 413/500
113/113 [==============================] - 0s 826us/step - loss: 0.3453 - accuracy: 0.8593
Epoch 414/500
113/113 [==============================] - 0s 837us/step - loss: 0.3453 - accuracy: 0.8603
Epoch 415/500
113/113 [==============================] - 0s 828us/step - loss: 0.3452 - accuracy: 0.8604
Epoch 416/500
113/113 [==============================] - 0s 813us/step - loss: 0.3452 - accuracy: 0.8594
Epoch 417/500
113/113 [==============================] - 0s 855us/step - loss: 0.3452 - accuracy: 0.8607
Epoch 418/500
113/113 [==============================] - 0s 804us/step - loss: 0.3453 - accuracy: 0.8606
Epoch 419/500
113/113 [==============================] - 0s 805us/step - loss: 0.3452 - accuracy: 0.8603
Epoch 420/500
113/113 [==============================] - 0s 841us/step - loss: 0.3452 - accuracy: 0.8601
Epoch 421/500
113/113 [==============================] - 0s 880us/step - loss: 0.3449 - accuracy: 0.8606
Epoch 422/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3451 - accuracy: 0.8590
Epoch 423/500
113/113 [==============================] - 0s 846us/step - loss: 0.3450 - accuracy: 0.8589
Epoch 424/500
113/113 [==============================] - 0s 825us/step - loss: 0.3450 - accuracy: 0.8604
Epoch 425/500
113/113 [==============================] - 0s 883us/step - loss: 0.3450 - accuracy: 0.8614
Epoch 426/500
113/113 [==============================] - 0s 846us/step - loss: 0.3449 - accuracy: 0.8600
Epoch 427/500
113/113 [==============================] - 0s 944us/step - loss: 0.3450 - accuracy: 0.8594
Epoch 428/500
113/113 [==============================] - 0s 819us/step - loss: 0.3449 - accuracy: 0.8621
Epoch 429/500
113/113 [==============================] - 0s 867us/step - loss: 0.3448 - accuracy: 0.8601
Epoch 430/500
113/113 [==============================] - 0s 888us/step - loss: 0.3446 - accuracy: 0.8597
Epoch 431/500
113/113 [==============================] - 0s 818us/step - loss: 0.3449 - accuracy: 0.8601
Epoch 432/500
113/113 [==============================] - 0s 916us/step - loss: 0.3449 - accuracy: 0.8608
Epoch 433/500
113/113 [==============================] - 0s 927us/step - loss: 0.3447 - accuracy: 0.8592
Epoch 434/500
113/113 [==============================] - 0s 854us/step - loss: 0.3447 - accuracy: 0.8599
Epoch 435/500
113/113 [==============================] - 0s 884us/step - loss: 0.3447 - accuracy: 0.8597
Epoch 436/500
113/113 [==============================] - 0s 823us/step - loss: 0.3447 - accuracy: 0.8604
Epoch 437/500
113/113 [==============================] - 0s 957us/step - loss: 0.3445 - accuracy: 0.8600
Epoch 438/500
113/113 [==============================] - 0s 823us/step - loss: 0.3445 - accuracy: 0.8610
Epoch 439/500
113/113 [==============================] - 0s 822us/step - loss: 0.3444 - accuracy: 0.8606
Epoch 440/500
113/113 [==============================] - 0s 950us/step - loss: 0.3444 - accuracy: 0.8597
Epoch 441/500
113/113 [==============================] - 0s 857us/step - loss: 0.3444 - accuracy: 0.8606
Epoch 442/500
113/113 [==============================] - 0s 919us/step - loss: 0.3444 - accuracy: 0.8601
Epoch 443/500
113/113 [==============================] - 0s 937us/step - loss: 0.3444 - accuracy: 0.8610
Epoch 444/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3443 - accuracy: 0.8612
Epoch 445/500
113/113 [==============================] - 0s 874us/step - loss: 0.3441 - accuracy: 0.8608
Epoch 446/500
113/113 [==============================] - 0s 802us/step - loss: 0.3442 - accuracy: 0.8614
Epoch 447/500
113/113 [==============================] - 0s 853us/step - loss: 0.3442 - accuracy: 0.8604
Epoch 448/500
113/113 [==============================] - 0s 782us/step - loss: 0.3439 - accuracy: 0.8606
Epoch 449/500
113/113 [==============================] - 0s 876us/step - loss: 0.3439 - accuracy: 0.8603
Epoch 450/500
113/113 [==============================] - 0s 838us/step - loss: 0.3439 - accuracy: 0.8610
Epoch 451/500
113/113 [==============================] - 0s 810us/step - loss: 0.3439 - accuracy: 0.8615
Epoch 452/500
113/113 [==============================] - 0s 843us/step - loss: 0.3438 - accuracy: 0.8600
Epoch 453/500
113/113 [==============================] - 0s 797us/step - loss: 0.3435 - accuracy: 0.8603
Epoch 454/500
113/113 [==============================] - 0s 834us/step - loss: 0.3436 - accuracy: 0.8625
Epoch 455/500
113/113 [==============================] - 0s 801us/step - loss: 0.3437 - accuracy: 0.8618
Epoch 456/500
113/113 [==============================] - 0s 883us/step - loss: 0.3435 - accuracy: 0.8617
Epoch 457/500
113/113 [==============================] - 0s 875us/step - loss: 0.3435 - accuracy: 0.8606
Epoch 458/500
113/113 [==============================] - 0s 812us/step - loss: 0.3432 - accuracy: 0.8622
Epoch 459/500
113/113 [==============================] - 0s 809us/step - loss: 0.3432 - accuracy: 0.8612
Epoch 460/500
113/113 [==============================] - 0s 949us/step - loss: 0.3432 - accuracy: 0.8621
Epoch 461/500
113/113 [==============================] - 0s 808us/step - loss: 0.3430 - accuracy: 0.8617
Epoch 462/500
113/113 [==============================] - 0s 875us/step - loss: 0.3428 - accuracy: 0.8612
Epoch 463/500
113/113 [==============================] - 0s 800us/step - loss: 0.3426 - accuracy: 0.8624
Epoch 464/500
113/113 [==============================] - 0s 793us/step - loss: 0.3426 - accuracy: 0.8618
Epoch 465/500
113/113 [==============================] - 0s 840us/step - loss: 0.3425 - accuracy: 0.8618
Epoch 466/500
113/113 [==============================] - 0s 807us/step - loss: 0.3425 - accuracy: 0.8600
Epoch 467/500
113/113 [==============================] - 0s 843us/step - loss: 0.3423 - accuracy: 0.8624
Epoch 468/500
113/113 [==============================] - 0s 820us/step - loss: 0.3423 - accuracy: 0.8631
Epoch 469/500
113/113 [==============================] - 0s 806us/step - loss: 0.3420 - accuracy: 0.8617
Epoch 470/500
113/113 [==============================] - 0s 902us/step - loss: 0.3422 - accuracy: 0.8624
Epoch 471/500
113/113 [==============================] - 0s 811us/step - loss: 0.3421 - accuracy: 0.8618
Epoch 472/500
113/113 [==============================] - 0s 871us/step - loss: 0.3419 - accuracy: 0.8618
Epoch 473/500
113/113 [==============================] - 0s 844us/step - loss: 0.3419 - accuracy: 0.8622
Epoch 474/500
113/113 [==============================] - 0s 815us/step - loss: 0.3418 - accuracy: 0.8631
Epoch 475/500
113/113 [==============================] - 0s 838us/step - loss: 0.3417 - accuracy: 0.8618
Epoch 476/500
113/113 [==============================] - 0s 800us/step - loss: 0.3416 - accuracy: 0.8643
Epoch 477/500
113/113 [==============================] - 0s 809us/step - loss: 0.3414 - accuracy: 0.8610
Epoch 478/500
113/113 [==============================] - 0s 887us/step - loss: 0.3415 - accuracy: 0.8633
Epoch 479/500
113/113 [==============================] - 0s 828us/step - loss: 0.3413 - accuracy: 0.8622
Epoch 480/500
113/113 [==============================] - 0s 851us/step - loss: 0.3411 - accuracy: 0.8629
Epoch 481/500
113/113 [==============================] - 0s 853us/step - loss: 0.3414 - accuracy: 0.8618
Epoch 482/500
113/113 [==============================] - 0s 849us/step - loss: 0.3411 - accuracy: 0.8636
Epoch 483/500
113/113 [==============================] - 0s 858us/step - loss: 0.3411 - accuracy: 0.8626
Epoch 484/500
113/113 [==============================] - 0s 816us/step - loss: 0.3410 - accuracy: 0.8617
Epoch 485/500
113/113 [==============================] - 0s 825us/step - loss: 0.3408 - accuracy: 0.8610
Epoch 486/500
113/113 [==============================] - 0s 834us/step - loss: 0.3408 - accuracy: 0.8622
Epoch 487/500
113/113 [==============================] - 0s 793us/step - loss: 0.3408 - accuracy: 0.8649
Epoch 488/500
113/113 [==============================] - 0s 834us/step - loss: 0.3406 - accuracy: 0.8635
Epoch 489/500
113/113 [==============================] - 0s 809us/step - loss: 0.3407 - accuracy: 0.8612
Epoch 490/500
113/113 [==============================] - 0s 809us/step - loss: 0.3404 - accuracy: 0.8632
Epoch 491/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3404 - accuracy: 0.8632
Epoch 492/500
113/113 [==============================] - 0s 793us/step - loss: 0.3403 - accuracy: 0.8633
Epoch 493/500
113/113 [==============================] - 0s 900us/step - loss: 0.3401 - accuracy: 0.8635
Epoch 494/500
113/113 [==============================] - 0s 820us/step - loss: 0.3401 - accuracy: 0.8621
Epoch 495/500
113/113 [==============================] - 0s 836us/step - loss: 0.3398 - accuracy: 0.8625
Epoch 496/500
113/113 [==============================] - 0s 800us/step - loss: 0.3401 - accuracy: 0.8629
Epoch 497/500
113/113 [==============================] - 0s 795us/step - loss: 0.3401 - accuracy: 0.8639
Epoch 498/500
113/113 [==============================] - 0s 817us/step - loss: 0.3397 - accuracy: 0.8636
Epoch 499/500
113/113 [==============================] - 0s 812us/step - loss: 0.3398 - accuracy: 0.8647
Epoch 500/500
113/113 [==============================] - 0s 800us/step - loss: 0.3396 - accuracy: 0.8639
Epoch 1/500
113/113 [==============================] - 0s 811us/step - loss: 0.6525 - accuracy: 0.7904
Epoch 2/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5945 - accuracy: 0.7953
Epoch 3/500
113/113 [==============================] - 0s 828us/step - loss: 0.5608 - accuracy: 0.7953
Epoch 4/500
113/113 [==============================] - 0s 880us/step - loss: 0.5407 - accuracy: 0.7953
Epoch 5/500
113/113 [==============================] - 0s 982us/step - loss: 0.5286 - accuracy: 0.7953
Epoch 6/500
113/113 [==============================] - 0s 865us/step - loss: 0.5209 - accuracy: 0.7953
Epoch 7/500
113/113 [==============================] - 0s 942us/step - loss: 0.5161 - accuracy: 0.7953
Epoch 8/500
113/113 [==============================] - 0s 837us/step - loss: 0.5130 - accuracy: 0.7953
Epoch 9/500
113/113 [==============================] - 0s 841us/step - loss: 0.5110 - accuracy: 0.7953
Epoch 10/500
113/113 [==============================] - 0s 922us/step - loss: 0.5096 - accuracy: 0.7953
Epoch 11/500
113/113 [==============================] - 0s 826us/step - loss: 0.5087 - accuracy: 0.7953
Epoch 12/500
113/113 [==============================] - 0s 868us/step - loss: 0.5081 - accuracy: 0.7953
Epoch 13/500
113/113 [==============================] - 0s 850us/step - loss: 0.5077 - accuracy: 0.7953
Epoch 14/500
113/113 [==============================] - 0s 856us/step - loss: 0.5075 - accuracy: 0.7953
Epoch 15/500
113/113 [==============================] - 0s 866us/step - loss: 0.5073 - accuracy: 0.7953
Epoch 16/500
113/113 [==============================] - 0s 851us/step - loss: 0.5072 - accuracy: 0.7953
Epoch 17/500
113/113 [==============================] - 0s 965us/step - loss: 0.5071 - accuracy: 0.7953
Epoch 18/500
113/113 [==============================] - 0s 791us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 19/500
113/113 [==============================] - 0s 787us/step - loss: 0.5070 - accuracy: 0.7953
Epoch 20/500
113/113 [==============================] - 0s 840us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 21/500
113/113 [==============================] - 0s 790us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 22/500
113/113 [==============================] - 0s 820us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 23/500
113/113 [==============================] - 0s 797us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 24/500
113/113 [==============================] - 0s 793us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 25/500
113/113 [==============================] - 0s 830us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 26/500
113/113 [==============================] - 0s 864us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 27/500
113/113 [==============================] - 0s 808us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 28/500
113/113 [==============================] - 0s 822us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 29/500
113/113 [==============================] - 0s 795us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 30/500
113/113 [==============================] - 0s 848us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 31/500
113/113 [==============================] - 0s 803us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 32/500
113/113 [==============================] - 0s 800us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 33/500
113/113 [==============================] - 0s 819us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 34/500
113/113 [==============================] - 0s 785us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 35/500
113/113 [==============================] - 0s 794us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 36/500
113/113 [==============================] - 0s 862us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 37/500
113/113 [==============================] - 0s 790us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 38/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 39/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 40/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5069 - accuracy: 0.7953
Epoch 41/500
113/113 [==============================] - 0s 865us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 42/500
113/113 [==============================] - 0s 820us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 43/500
113/113 [==============================] - 0s 796us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 44/500
113/113 [==============================] - 0s 798us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 45/500
113/113 [==============================] - 0s 835us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 46/500
113/113 [==============================] - 0s 803us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 47/500
113/113 [==============================] - 0s 807us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 48/500
113/113 [==============================] - 0s 940us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 49/500
113/113 [==============================] - 0s 848us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 50/500
113/113 [==============================] - 0s 840us/step - loss: 0.5069 - accuracy: 0.79530s - loss: 0.5080 - accuracy: 0.79
Epoch 51/500
113/113 [==============================] - 0s 825us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 52/500
113/113 [==============================] - 0s 797us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 53/500
113/113 [==============================] - 0s 820us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 54/500
113/113 [==============================] - 0s 784us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 55/500
113/113 [==============================] - 0s 838us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 56/500
113/113 [==============================] - 0s 866us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 57/500
113/113 [==============================] - 0s 788us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 58/500
113/113 [==============================] - 0s 838us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 59/500
113/113 [==============================] - 0s 791us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 60/500
113/113 [==============================] - 0s 794us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 61/500
113/113 [==============================] - 0s 827us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 62/500
113/113 [==============================] - 0s 810us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 63/500
113/113 [==============================] - 0s 827us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 64/500
113/113 [==============================] - 0s 788us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 65/500
113/113 [==============================] - 0s 793us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 66/500
113/113 [==============================] - 0s 821us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 67/500
113/113 [==============================] - 0s 807us/step - loss: 0.5069 - accuracy: 0.7953
Epoch 68/500
113/113 [==============================] - 0s 829us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 69/500
113/113 [==============================] - 0s 858us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 70/500
113/113 [==============================] - 0s 796us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 71/500
113/113 [==============================] - 0s 832us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 72/500
113/113 [==============================] - 0s 810us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 73/500
113/113 [==============================] - 0s 793us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 74/500
113/113 [==============================] - 0s 822us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 75/500
113/113 [==============================] - 0s 790us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 76/500
113/113 [==============================] - 0s 819us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 77/500
113/113 [==============================] - 0s 835us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 78/500
113/113 [==============================] - 0s 796us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 79/500
113/113 [==============================] - 0s 977us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 80/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5068 - accuracy: 0.7953
Epoch 81/500
113/113 [==============================] - 0s 998us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 82/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5068 - accuracy: 0.7953
Epoch 83/500
113/113 [==============================] - 0s 805us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 84/500
113/113 [==============================] - 0s 820us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 85/500
113/113 [==============================] - 0s 805us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 86/500
113/113 [==============================] - 0s 818us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 87/500
113/113 [==============================] - 0s 794us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 88/500
113/113 [==============================] - 0s 792us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 89/500
113/113 [==============================] - 0s 868us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 90/500
113/113 [==============================] - 0s 791us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 91/500
113/113 [==============================] - 0s 912us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 92/500
113/113 [==============================] - 0s 798us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 93/500
113/113 [==============================] - 0s 823us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 94/500
113/113 [==============================] - 0s 832us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 95/500
113/113 [==============================] - 0s 794us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 96/500
113/113 [==============================] - 0s 786us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 97/500
113/113 [==============================] - 0s 820us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 98/500
113/113 [==============================] - 0s 809us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 99/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5068 - accuracy: 0.7953
Epoch 100/500
113/113 [==============================] - 0s 854us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 101/500
113/113 [==============================] - 0s 798us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 102/500
113/113 [==============================] - 0s 814us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 103/500
113/113 [==============================] - 0s 816us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 104/500
113/113 [==============================] - 0s 844us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 105/500
113/113 [==============================] - 0s 801us/step - loss: 0.5068 - accuracy: 0.7953
Epoch 106/500
113/113 [==============================] - 0s 787us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 107/500
113/113 [==============================] - 0s 794us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 108/500
113/113 [==============================] - 0s 800us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 109/500
113/113 [==============================] - 0s 800us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 110/500
113/113 [==============================] - 0s 809us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 111/500
113/113 [==============================] - 0s 784us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 112/500
113/113 [==============================] - 0s 802us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 113/500
113/113 [==============================] - 0s 795us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 114/500
113/113 [==============================] - 0s 808us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 115/500
113/113 [==============================] - 0s 798us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 116/500
113/113 [==============================] - 0s 794us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 117/500
113/113 [==============================] - 0s 784us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 118/500
113/113 [==============================] - 0s 797us/step - loss: 0.5067 - accuracy: 0.7953
Epoch 119/500
113/113 [==============================] - 0s 798us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 120/500
113/113 [==============================] - 0s 813us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 121/500
113/113 [==============================] - 0s 800us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 122/500
113/113 [==============================] - 0s 792us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 123/500
113/113 [==============================] - 0s 800us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 124/500
113/113 [==============================] - 0s 798us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 125/500
113/113 [==============================] - 0s 809us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 126/500
113/113 [==============================] - 0s 796us/step - loss: 0.5066 - accuracy: 0.7953
Epoch 127/500
113/113 [==============================] - 0s 797us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 128/500
113/113 [==============================] - 0s 789us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 129/500
113/113 [==============================] - 0s 788us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 130/500
113/113 [==============================] - 0s 806us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 131/500
113/113 [==============================] - 0s 796us/step - loss: 0.5065 - accuracy: 0.7953
Epoch 132/500
113/113 [==============================] - 0s 794us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 133/500
113/113 [==============================] - 0s 795us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 134/500
113/113 [==============================] - 0s 843us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 135/500
113/113 [==============================] - 0s 870us/step - loss: 0.5064 - accuracy: 0.7953
Epoch 136/500
113/113 [==============================] - 0s 857us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 137/500
113/113 [==============================] - 0s 834us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 138/500
113/113 [==============================] - 0s 826us/step - loss: 0.5063 - accuracy: 0.7953
Epoch 139/500
113/113 [==============================] - 0s 816us/step - loss: 0.5062 - accuracy: 0.7953
Epoch 140/500
113/113 [==============================] - 0s 805us/step - loss: 0.5062 - accuracy: 0.7953
Epoch 141/500
113/113 [==============================] - 0s 843us/step - loss: 0.5061 - accuracy: 0.7953
Epoch 142/500
113/113 [==============================] - 0s 881us/step - loss: 0.5061 - accuracy: 0.7953
Epoch 143/500
113/113 [==============================] - 0s 815us/step - loss: 0.5060 - accuracy: 0.7953
Epoch 144/500
113/113 [==============================] - 0s 799us/step - loss: 0.5060 - accuracy: 0.7953
Epoch 145/500
113/113 [==============================] - 0s 832us/step - loss: 0.5059 - accuracy: 0.7953
Epoch 146/500
113/113 [==============================] - 0s 819us/step - loss: 0.5059 - accuracy: 0.7953
Epoch 147/500
113/113 [==============================] - 0s 809us/step - loss: 0.5058 - accuracy: 0.7953
Epoch 148/500
113/113 [==============================] - 0s 802us/step - loss: 0.5057 - accuracy: 0.7953
Epoch 149/500
113/113 [==============================] - 0s 798us/step - loss: 0.5056 - accuracy: 0.7953
Epoch 150/500
113/113 [==============================] - 0s 793us/step - loss: 0.5055 - accuracy: 0.7953
Epoch 151/500
113/113 [==============================] - 0s 812us/step - loss: 0.5054 - accuracy: 0.7953
Epoch 152/500
113/113 [==============================] - 0s 834us/step - loss: 0.5053 - accuracy: 0.7953
Epoch 153/500
113/113 [==============================] - 0s 787us/step - loss: 0.5052 - accuracy: 0.7953
Epoch 154/500
113/113 [==============================] - 0s 807us/step - loss: 0.5051 - accuracy: 0.7953
Epoch 155/500
113/113 [==============================] - 0s 819us/step - loss: 0.5049 - accuracy: 0.7953
Epoch 156/500
113/113 [==============================] - 0s 954us/step - loss: 0.5048 - accuracy: 0.7953
Epoch 157/500
113/113 [==============================] - 0s 799us/step - loss: 0.5046 - accuracy: 0.7953
Epoch 158/500
113/113 [==============================] - 0s 950us/step - loss: 0.5044 - accuracy: 0.7953
Epoch 159/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5042 - accuracy: 0.7953
Epoch 160/500
113/113 [==============================] - 0s 803us/step - loss: 0.5039 - accuracy: 0.7953
Epoch 161/500
113/113 [==============================] - 0s 816us/step - loss: 0.5037 - accuracy: 0.7953
Epoch 162/500
113/113 [==============================] - 0s 855us/step - loss: 0.5034 - accuracy: 0.7953
Epoch 163/500
113/113 [==============================] - 0s 841us/step - loss: 0.5030 - accuracy: 0.7953
Epoch 164/500
113/113 [==============================] - 0s 797us/step - loss: 0.5027 - accuracy: 0.7953
Epoch 165/500
113/113 [==============================] - 0s 828us/step - loss: 0.5022 - accuracy: 0.7953
Epoch 166/500
113/113 [==============================] - 0s 818us/step - loss: 0.5017 - accuracy: 0.7953
Epoch 167/500
113/113 [==============================] - 0s 799us/step - loss: 0.5012 - accuracy: 0.7953
Epoch 168/500
113/113 [==============================] - 0s 796us/step - loss: 0.5006 - accuracy: 0.7953
Epoch 169/500
113/113 [==============================] - 0s 805us/step - loss: 0.4999 - accuracy: 0.7953
Epoch 170/500
113/113 [==============================] - 0s 816us/step - loss: 0.4991 - accuracy: 0.7953
Epoch 171/500
113/113 [==============================] - 0s 786us/step - loss: 0.4982 - accuracy: 0.7953
Epoch 172/500
113/113 [==============================] - 0s 875us/step - loss: 0.4972 - accuracy: 0.7953
Epoch 173/500
113/113 [==============================] - 0s 804us/step - loss: 0.4961 - accuracy: 0.7953
Epoch 174/500
113/113 [==============================] - 0s 804us/step - loss: 0.4948 - accuracy: 0.7953
Epoch 175/500
113/113 [==============================] - 0s 800us/step - loss: 0.4933 - accuracy: 0.7953
Epoch 176/500
113/113 [==============================] - 0s 797us/step - loss: 0.4916 - accuracy: 0.7953
Epoch 177/500
113/113 [==============================] - 0s 823us/step - loss: 0.4897 - accuracy: 0.7953
Epoch 178/500
113/113 [==============================] - 0s 807us/step - loss: 0.4875 - accuracy: 0.7953
Epoch 179/500
113/113 [==============================] - 0s 806us/step - loss: 0.4851 - accuracy: 0.7953
Epoch 180/500
113/113 [==============================] - 0s 872us/step - loss: 0.4823 - accuracy: 0.7953
Epoch 181/500
113/113 [==============================] - 0s 791us/step - loss: 0.4792 - accuracy: 0.7953
Epoch 182/500
113/113 [==============================] - 0s 804us/step - loss: 0.4758 - accuracy: 0.7953
Epoch 183/500
113/113 [==============================] - 0s 802us/step - loss: 0.4721 - accuracy: 0.7953
Epoch 184/500
113/113 [==============================] - 0s 808us/step - loss: 0.4681 - accuracy: 0.7953
Epoch 185/500
113/113 [==============================] - 0s 817us/step - loss: 0.4639 - accuracy: 0.7953
Epoch 186/500
113/113 [==============================] - 0s 806us/step - loss: 0.4596 - accuracy: 0.7953
Epoch 187/500
113/113 [==============================] - 0s 803us/step - loss: 0.4553 - accuracy: 0.7953
Epoch 188/500
113/113 [==============================] - 0s 803us/step - loss: 0.4512 - accuracy: 0.7953
Epoch 189/500
113/113 [==============================] - 0s 787us/step - loss: 0.4474 - accuracy: 0.7954
Epoch 190/500
113/113 [==============================] - 0s 802us/step - loss: 0.4441 - accuracy: 0.7947
Epoch 191/500
113/113 [==============================] - 0s 809us/step - loss: 0.4412 - accuracy: 0.7954
Epoch 192/500
113/113 [==============================] - 0s 797us/step - loss: 0.4388 - accuracy: 0.7944
Epoch 193/500
113/113 [==============================] - 0s 817us/step - loss: 0.4369 - accuracy: 0.7947
Epoch 194/500
113/113 [==============================] - 0s 805us/step - loss: 0.4354 - accuracy: 0.7971
Epoch 195/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4342 - accuracy: 0.7974
Epoch 196/500
113/113 [==============================] - 0s 889us/step - loss: 0.4333 - accuracy: 0.7994
Epoch 197/500
113/113 [==============================] - 0s 807us/step - loss: 0.4325 - accuracy: 0.8001
Epoch 198/500
113/113 [==============================] - 0s 843us/step - loss: 0.4318 - accuracy: 0.8007
Epoch 199/500
113/113 [==============================] - 0s 796us/step - loss: 0.4313 - accuracy: 0.8015
Epoch 200/500
113/113 [==============================] - 0s 809us/step - loss: 0.4308 - accuracy: 0.8029
Epoch 201/500
113/113 [==============================] - 0s 806us/step - loss: 0.4304 - accuracy: 0.8042
Epoch 202/500
113/113 [==============================] - 0s 804us/step - loss: 0.4300 - accuracy: 0.8057
Epoch 203/500
113/113 [==============================] - 0s 885us/step - loss: 0.4296 - accuracy: 0.8069
Epoch 204/500
113/113 [==============================] - 0s 830us/step - loss: 0.4292 - accuracy: 0.8064
Epoch 205/500
113/113 [==============================] - 0s 808us/step - loss: 0.4288 - accuracy: 0.8086
Epoch 206/500
113/113 [==============================] - 0s 798us/step - loss: 0.4285 - accuracy: 0.8100
Epoch 207/500
113/113 [==============================] - 0s 810us/step - loss: 0.4281 - accuracy: 0.8110
Epoch 208/500
113/113 [==============================] - 0s 802us/step - loss: 0.4277 - accuracy: 0.8119
Epoch 209/500
113/113 [==============================] - 0s 802us/step - loss: 0.4273 - accuracy: 0.8138
Epoch 210/500
113/113 [==============================] - 0s 811us/step - loss: 0.4268 - accuracy: 0.8143
Epoch 211/500
113/113 [==============================] - 0s 810us/step - loss: 0.4264 - accuracy: 0.8146
Epoch 212/500
113/113 [==============================] - 0s 821us/step - loss: 0.4259 - accuracy: 0.8171
Epoch 213/500
113/113 [==============================] - 0s 787us/step - loss: 0.4254 - accuracy: 0.8181
Epoch 214/500
113/113 [==============================] - 0s 805us/step - loss: 0.4249 - accuracy: 0.8189
Epoch 215/500
113/113 [==============================] - 0s 897us/step - loss: 0.4243 - accuracy: 0.8190
Epoch 216/500
113/113 [==============================] - 0s 802us/step - loss: 0.4239 - accuracy: 0.8203
Epoch 217/500
113/113 [==============================] - 0s 798us/step - loss: 0.4234 - accuracy: 0.8213
Epoch 218/500
113/113 [==============================] - 0s 813us/step - loss: 0.4229 - accuracy: 0.8219
Epoch 219/500
113/113 [==============================] - 0s 801us/step - loss: 0.4223 - accuracy: 0.8231
Epoch 220/500
113/113 [==============================] - 0s 818us/step - loss: 0.4218 - accuracy: 0.8243
Epoch 221/500
113/113 [==============================] - 0s 795us/step - loss: 0.4213 - accuracy: 0.8253
Epoch 222/500
113/113 [==============================] - 0s 791us/step - loss: 0.4209 - accuracy: 0.8258
Epoch 223/500
113/113 [==============================] - 0s 810us/step - loss: 0.4204 - accuracy: 0.8263
Epoch 224/500
113/113 [==============================] - 0s 793us/step - loss: 0.4199 - accuracy: 0.8267
Epoch 225/500
113/113 [==============================] - 0s 849us/step - loss: 0.4195 - accuracy: 0.8268
Epoch 226/500
113/113 [==============================] - 0s 813us/step - loss: 0.4190 - accuracy: 0.8272
Epoch 227/500
113/113 [==============================] - 0s 816us/step - loss: 0.4186 - accuracy: 0.8288
Epoch 228/500
113/113 [==============================] - 0s 801us/step - loss: 0.4181 - accuracy: 0.8292
Epoch 229/500
113/113 [==============================] - 0s 791us/step - loss: 0.4176 - accuracy: 0.8290
Epoch 230/500
113/113 [==============================] - 0s 914us/step - loss: 0.4171 - accuracy: 0.8301
Epoch 231/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4166 - accuracy: 0.8304
Epoch 232/500
113/113 [==============================] - 0s 872us/step - loss: 0.4161 - accuracy: 0.8308
Epoch 233/500
113/113 [==============================] - 0s 810us/step - loss: 0.4156 - accuracy: 0.8308
Epoch 234/500
113/113 [==============================] - 0s 840us/step - loss: 0.4151 - accuracy: 0.8325
Epoch 235/500
113/113 [==============================] - 0s 816us/step - loss: 0.4146 - accuracy: 0.8318
Epoch 236/500
113/113 [==============================] - 0s 803us/step - loss: 0.4140 - accuracy: 0.8322
Epoch 237/500
113/113 [==============================] - 0s 814us/step - loss: 0.4133 - accuracy: 0.8326
Epoch 238/500
113/113 [==============================] - 0s 876us/step - loss: 0.4128 - accuracy: 0.8333
Epoch 239/500
113/113 [==============================] - 0s 835us/step - loss: 0.4120 - accuracy: 0.8325
Epoch 240/500
113/113 [==============================] - 0s 828us/step - loss: 0.4113 - accuracy: 0.8343
Epoch 241/500
113/113 [==============================] - 0s 792us/step - loss: 0.4105 - accuracy: 0.8344
Epoch 242/500
113/113 [==============================] - 0s 819us/step - loss: 0.4096 - accuracy: 0.8346
Epoch 243/500
113/113 [==============================] - 0s 793us/step - loss: 0.4087 - accuracy: 0.8347
Epoch 244/500
113/113 [==============================] - 0s 846us/step - loss: 0.4078 - accuracy: 0.8349
Epoch 245/500
113/113 [==============================] - 0s 792us/step - loss: 0.4067 - accuracy: 0.8361
Epoch 246/500
113/113 [==============================] - 0s 821us/step - loss: 0.4056 - accuracy: 0.8361
Epoch 247/500
113/113 [==============================] - 0s 819us/step - loss: 0.4044 - accuracy: 0.8360
Epoch 248/500
113/113 [==============================] - 0s 849us/step - loss: 0.4031 - accuracy: 0.8353
Epoch 249/500
113/113 [==============================] - 0s 806us/step - loss: 0.4018 - accuracy: 0.8365
Epoch 250/500
113/113 [==============================] - 0s 833us/step - loss: 0.4004 - accuracy: 0.8371
Epoch 251/500
113/113 [==============================] - 0s 803us/step - loss: 0.3989 - accuracy: 0.8378
Epoch 252/500
113/113 [==============================] - 0s 844us/step - loss: 0.3973 - accuracy: 0.8389
Epoch 253/500
113/113 [==============================] - 0s 793us/step - loss: 0.3957 - accuracy: 0.8396
Epoch 254/500
113/113 [==============================] - 0s 801us/step - loss: 0.3941 - accuracy: 0.8404
Epoch 255/500
113/113 [==============================] - 0s 852us/step - loss: 0.3923 - accuracy: 0.8401
Epoch 256/500
113/113 [==============================] - 0s 803us/step - loss: 0.3906 - accuracy: 0.8407
Epoch 257/500
113/113 [==============================] - 0s 878us/step - loss: 0.3889 - accuracy: 0.8428
Epoch 258/500
113/113 [==============================] - 0s 783us/step - loss: 0.3870 - accuracy: 0.8418
Epoch 259/500
113/113 [==============================] - 0s 811us/step - loss: 0.3852 - accuracy: 0.8410
Epoch 260/500
113/113 [==============================] - 0s 851us/step - loss: 0.3834 - accuracy: 0.8440
Epoch 261/500
113/113 [==============================] - 0s 783us/step - loss: 0.3815 - accuracy: 0.8436
Epoch 262/500
113/113 [==============================] - 0s 818us/step - loss: 0.3798 - accuracy: 0.8451
Epoch 263/500
113/113 [==============================] - 0s 830us/step - loss: 0.3780 - accuracy: 0.8457
Epoch 264/500
113/113 [==============================] - 0s 804us/step - loss: 0.3763 - accuracy: 0.8465
Epoch 265/500
113/113 [==============================] - 0s 822us/step - loss: 0.3747 - accuracy: 0.8483
Epoch 266/500
113/113 [==============================] - 0s 790us/step - loss: 0.3730 - accuracy: 0.8483
Epoch 267/500
113/113 [==============================] - 0s 891us/step - loss: 0.3714 - accuracy: 0.8507
Epoch 268/500
113/113 [==============================] - 0s 818us/step - loss: 0.3699 - accuracy: 0.8514
Epoch 269/500
113/113 [==============================] - 0s 822us/step - loss: 0.3684 - accuracy: 0.8511
Epoch 270/500
113/113 [==============================] - 0s 785us/step - loss: 0.3670 - accuracy: 0.8543
Epoch 271/500
113/113 [==============================] - 0s 816us/step - loss: 0.3656 - accuracy: 0.8539
Epoch 272/500
113/113 [==============================] - 0s 814us/step - loss: 0.3643 - accuracy: 0.8533
Epoch 273/500
113/113 [==============================] - 0s 822us/step - loss: 0.3632 - accuracy: 0.8537
Epoch 274/500
113/113 [==============================] - 0s 798us/step - loss: 0.3620 - accuracy: 0.8533
Epoch 275/500
113/113 [==============================] - 0s 791us/step - loss: 0.3610 - accuracy: 0.8540
Epoch 276/500
113/113 [==============================] - 0s 843us/step - loss: 0.3600 - accuracy: 0.8549
Epoch 277/500
113/113 [==============================] - 0s 868us/step - loss: 0.3590 - accuracy: 0.8554
Epoch 278/500
113/113 [==============================] - 0s 819us/step - loss: 0.3583 - accuracy: 0.8561
Epoch 279/500
113/113 [==============================] - 0s 867us/step - loss: 0.3573 - accuracy: 0.8546
Epoch 280/500
113/113 [==============================] - 0s 813us/step - loss: 0.3567 - accuracy: 0.8558
Epoch 281/500
113/113 [==============================] - 0s 814us/step - loss: 0.3561 - accuracy: 0.8556
Epoch 282/500
113/113 [==============================] - 0s 793us/step - loss: 0.3553 - accuracy: 0.8571
Epoch 283/500
113/113 [==============================] - 0s 815us/step - loss: 0.3547 - accuracy: 0.8572
Epoch 284/500
113/113 [==============================] - 0s 826us/step - loss: 0.3541 - accuracy: 0.8557
Epoch 285/500
113/113 [==============================] - 0s 849us/step - loss: 0.3537 - accuracy: 0.8574
Epoch 286/500
113/113 [==============================] - 0s 867us/step - loss: 0.3531 - accuracy: 0.8583
Epoch 287/500
113/113 [==============================] - 0s 801us/step - loss: 0.3527 - accuracy: 0.8572
Epoch 288/500
113/113 [==============================] - 0s 933us/step - loss: 0.3523 - accuracy: 0.8579
Epoch 289/500
113/113 [==============================] - 0s 837us/step - loss: 0.3518 - accuracy: 0.8582
Epoch 290/500
113/113 [==============================] - 0s 792us/step - loss: 0.3516 - accuracy: 0.8576
Epoch 291/500
113/113 [==============================] - 0s 792us/step - loss: 0.3513 - accuracy: 0.8594
Epoch 292/500
113/113 [==============================] - 0s 860us/step - loss: 0.3509 - accuracy: 0.8576
Epoch 293/500
113/113 [==============================] - 0s 827us/step - loss: 0.3506 - accuracy: 0.8596
Epoch 294/500
113/113 [==============================] - 0s 840us/step - loss: 0.3504 - accuracy: 0.8579
Epoch 295/500
113/113 [==============================] - 0s 799us/step - loss: 0.3501 - accuracy: 0.8576
Epoch 296/500
113/113 [==============================] - 0s 791us/step - loss: 0.3498 - accuracy: 0.8587
Epoch 297/500
113/113 [==============================] - 0s 850us/step - loss: 0.3496 - accuracy: 0.8587
Epoch 298/500
113/113 [==============================] - 0s 864us/step - loss: 0.3494 - accuracy: 0.8596
Epoch 299/500
113/113 [==============================] - 0s 855us/step - loss: 0.3494 - accuracy: 0.8575
Epoch 300/500
113/113 [==============================] - 0s 859us/step - loss: 0.3491 - accuracy: 0.8592
Epoch 301/500
113/113 [==============================] - 0s 874us/step - loss: 0.3490 - accuracy: 0.8596
Epoch 302/500
113/113 [==============================] - 0s 849us/step - loss: 0.3488 - accuracy: 0.8582
Epoch 303/500
113/113 [==============================] - 0s 800us/step - loss: 0.3486 - accuracy: 0.8596
Epoch 304/500
113/113 [==============================] - 0s 842us/step - loss: 0.3485 - accuracy: 0.8586
Epoch 305/500
113/113 [==============================] - 0s 811us/step - loss: 0.3482 - accuracy: 0.8586
Epoch 306/500
113/113 [==============================] - 0s 796us/step - loss: 0.3485 - accuracy: 0.8575
Epoch 307/500
113/113 [==============================] - 0s 823us/step - loss: 0.3482 - accuracy: 0.8582
Epoch 308/500
113/113 [==============================] - 0s 904us/step - loss: 0.3481 - accuracy: 0.8599
Epoch 309/500
113/113 [==============================] - 0s 855us/step - loss: 0.3480 - accuracy: 0.8585
Epoch 310/500
113/113 [==============================] - 0s 854us/step - loss: 0.3480 - accuracy: 0.8574
Epoch 311/500
113/113 [==============================] - 0s 800us/step - loss: 0.3480 - accuracy: 0.8585
Epoch 312/500
113/113 [==============================] - 0s 815us/step - loss: 0.3480 - accuracy: 0.8589
Epoch 313/500
113/113 [==============================] - 0s 795us/step - loss: 0.3475 - accuracy: 0.8592
Epoch 314/500
113/113 [==============================] - 0s 821us/step - loss: 0.3479 - accuracy: 0.8593
Epoch 315/500
113/113 [==============================] - 0s 827us/step - loss: 0.3477 - accuracy: 0.8582
Epoch 316/500
113/113 [==============================] - 0s 796us/step - loss: 0.3478 - accuracy: 0.8579
Epoch 317/500
113/113 [==============================] - 0s 812us/step - loss: 0.3478 - accuracy: 0.8572
Epoch 318/500
113/113 [==============================] - 0s 813us/step - loss: 0.3476 - accuracy: 0.8608
Epoch 319/500
113/113 [==============================] - 0s 820us/step - loss: 0.3475 - accuracy: 0.8581
Epoch 320/500
113/113 [==============================] - 0s 844us/step - loss: 0.3473 - accuracy: 0.8590
Epoch 321/500
113/113 [==============================] - 0s 811us/step - loss: 0.3477 - accuracy: 0.8574
Epoch 322/500
113/113 [==============================] - 0s 801us/step - loss: 0.3471 - accuracy: 0.8600
Epoch 323/500
113/113 [==============================] - 0s 821us/step - loss: 0.3473 - accuracy: 0.8590
Epoch 324/500
113/113 [==============================] - 0s 793us/step - loss: 0.3475 - accuracy: 0.8593
Epoch 325/500
113/113 [==============================] - 0s 934us/step - loss: 0.3473 - accuracy: 0.8583
Epoch 326/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3472 - accuracy: 0.8585
Epoch 327/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3470 - accuracy: 0.8601
Epoch 328/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3470 - accuracy: 0.8587
Epoch 329/500
113/113 [==============================] - 0s 997us/step - loss: 0.3468 - accuracy: 0.8587
Epoch 330/500
113/113 [==============================] - 0s 806us/step - loss: 0.3469 - accuracy: 0.8575
Epoch 331/500
113/113 [==============================] - 0s 793us/step - loss: 0.3469 - accuracy: 0.8579
Epoch 332/500
113/113 [==============================] - 0s 833us/step - loss: 0.3468 - accuracy: 0.8579
Epoch 333/500
113/113 [==============================] - 0s 795us/step - loss: 0.3466 - accuracy: 0.8585
Epoch 334/500
113/113 [==============================] - 0s 855us/step - loss: 0.3464 - accuracy: 0.8583
Epoch 335/500
113/113 [==============================] - 0s 969us/step - loss: 0.3460 - accuracy: 0.8592
Epoch 336/500
113/113 [==============================] - 0s 824us/step - loss: 0.3462 - accuracy: 0.8600
Epoch 337/500
113/113 [==============================] - 0s 812us/step - loss: 0.3459 - accuracy: 0.8592
Epoch 338/500
113/113 [==============================] - 0s 825us/step - loss: 0.3456 - accuracy: 0.8578
Epoch 339/500
113/113 [==============================] - 0s 852us/step - loss: 0.3457 - accuracy: 0.8579
Epoch 340/500
113/113 [==============================] - 0s 846us/step - loss: 0.3453 - accuracy: 0.8608
Epoch 341/500
113/113 [==============================] - 0s 814us/step - loss: 0.3455 - accuracy: 0.8603
Epoch 342/500
113/113 [==============================] - 0s 817us/step - loss: 0.3451 - accuracy: 0.8599
Epoch 343/500
113/113 [==============================] - 0s 790us/step - loss: 0.3447 - accuracy: 0.8607
Epoch 344/500
113/113 [==============================] - 0s 796us/step - loss: 0.3450 - accuracy: 0.8590
Epoch 345/500
113/113 [==============================] - 0s 827us/step - loss: 0.3449 - accuracy: 0.8599
Epoch 346/500
113/113 [==============================] - 0s 790us/step - loss: 0.3447 - accuracy: 0.8592
Epoch 347/500
113/113 [==============================] - 0s 817us/step - loss: 0.3446 - accuracy: 0.8589
Epoch 348/500
113/113 [==============================] - 0s 801us/step - loss: 0.3448 - accuracy: 0.8589
Epoch 349/500
113/113 [==============================] - 0s 836us/step - loss: 0.3444 - accuracy: 0.8590
Epoch 350/500
113/113 [==============================] - 0s 840us/step - loss: 0.3445 - accuracy: 0.8583
Epoch 351/500
113/113 [==============================] - 0s 796us/step - loss: 0.3441 - accuracy: 0.8590
Epoch 352/500
113/113 [==============================] - 0s 793us/step - loss: 0.3444 - accuracy: 0.8596
Epoch 353/500
113/113 [==============================] - 0s 814us/step - loss: 0.3440 - accuracy: 0.8601
Epoch 354/500
113/113 [==============================] - 0s 793us/step - loss: 0.3439 - accuracy: 0.8604
Epoch 355/500
113/113 [==============================] - 0s 833us/step - loss: 0.3435 - accuracy: 0.8603
Epoch 356/500
113/113 [==============================] - 0s 790us/step - loss: 0.3438 - accuracy: 0.8578
Epoch 357/500
113/113 [==============================] - 0s 784us/step - loss: 0.3435 - accuracy: 0.8603
Epoch 358/500
113/113 [==============================] - 0s 814us/step - loss: 0.3431 - accuracy: 0.8603
Epoch 359/500
113/113 [==============================] - 0s 865us/step - loss: 0.3428 - accuracy: 0.8568
Epoch 360/500
113/113 [==============================] - 0s 783us/step - loss: 0.3431 - accuracy: 0.8604
Epoch 361/500
113/113 [==============================] - 0s 833us/step - loss: 0.3427 - accuracy: 0.8604
Epoch 362/500
113/113 [==============================] - 0s 780us/step - loss: 0.3425 - accuracy: 0.8604
Epoch 363/500
113/113 [==============================] - 0s 818us/step - loss: 0.3425 - accuracy: 0.8614
Epoch 364/500
113/113 [==============================] - 0s 803us/step - loss: 0.3423 - accuracy: 0.8604
Epoch 365/500
113/113 [==============================] - 0s 795us/step - loss: 0.3422 - accuracy: 0.8600
Epoch 366/500
113/113 [==============================] - 0s 834us/step - loss: 0.3418 - accuracy: 0.8608
Epoch 367/500
113/113 [==============================] - 0s 786us/step - loss: 0.3419 - accuracy: 0.8611
Epoch 368/500
113/113 [==============================] - 0s 782us/step - loss: 0.3420 - accuracy: 0.8612
Epoch 369/500
113/113 [==============================] - 0s 817us/step - loss: 0.3419 - accuracy: 0.8604
Epoch 370/500
113/113 [==============================] - 0s 830us/step - loss: 0.3418 - accuracy: 0.8601
Epoch 371/500
113/113 [==============================] - 0s 821us/step - loss: 0.3412 - accuracy: 0.8599
Epoch 372/500
113/113 [==============================] - 0s 788us/step - loss: 0.3415 - accuracy: 0.8587
Epoch 373/500
113/113 [==============================] - 0s 787us/step - loss: 0.3415 - accuracy: 0.8614
Epoch 374/500
113/113 [==============================] - 0s 814us/step - loss: 0.3413 - accuracy: 0.8604
Epoch 375/500
113/113 [==============================] - 0s 785us/step - loss: 0.3412 - accuracy: 0.8604
Epoch 376/500
113/113 [==============================] - 0s 796us/step - loss: 0.3416 - accuracy: 0.8604
Epoch 377/500
113/113 [==============================] - 0s 841us/step - loss: 0.3412 - accuracy: 0.8607
Epoch 378/500
113/113 [==============================] - 0s 792us/step - loss: 0.3414 - accuracy: 0.8599
Epoch 379/500
113/113 [==============================] - 0s 818us/step - loss: 0.3412 - accuracy: 0.8604
Epoch 380/500
113/113 [==============================] - 0s 795us/step - loss: 0.3411 - accuracy: 0.8603
Epoch 381/500
113/113 [==============================] - 0s 841us/step - loss: 0.3412 - accuracy: 0.8618
Epoch 382/500
113/113 [==============================] - 0s 824us/step - loss: 0.3411 - accuracy: 0.8596
Epoch 383/500
113/113 [==============================] - 0s 810us/step - loss: 0.3409 - accuracy: 0.8600
Epoch 384/500
113/113 [==============================] - 0s 799us/step - loss: 0.3410 - accuracy: 0.8594
Epoch 385/500
113/113 [==============================] - 0s 835us/step - loss: 0.3408 - accuracy: 0.8608
Epoch 386/500
113/113 [==============================] - 0s 785us/step - loss: 0.3409 - accuracy: 0.8610
Epoch 387/500
113/113 [==============================] - 0s 816us/step - loss: 0.3407 - accuracy: 0.8603
Epoch 388/500
113/113 [==============================] - 0s 828us/step - loss: 0.3407 - accuracy: 0.8594
Epoch 389/500
113/113 [==============================] - 0s 786us/step - loss: 0.3407 - accuracy: 0.8600
Epoch 390/500
113/113 [==============================] - 0s 831us/step - loss: 0.3405 - accuracy: 0.8604
Epoch 391/500
113/113 [==============================] - 0s 832us/step - loss: 0.3407 - accuracy: 0.8594
Epoch 392/500
113/113 [==============================] - 0s 783us/step - loss: 0.3407 - accuracy: 0.8587
Epoch 393/500
113/113 [==============================] - 0s 837us/step - loss: 0.3405 - accuracy: 0.8596
Epoch 394/500
113/113 [==============================] - 0s 788us/step - loss: 0.3406 - accuracy: 0.8586
Epoch 395/500
113/113 [==============================] - 0s 819us/step - loss: 0.3406 - accuracy: 0.8608
Epoch 396/500
113/113 [==============================] - 0s 793us/step - loss: 0.3405 - accuracy: 0.8612
Epoch 397/500
113/113 [==============================] - 0s 785us/step - loss: 0.3408 - accuracy: 0.8606
Epoch 398/500
113/113 [==============================] - 0s 838us/step - loss: 0.3405 - accuracy: 0.8589
Epoch 399/500
113/113 [==============================] - 0s 792us/step - loss: 0.3403 - accuracy: 0.8600
Epoch 400/500
113/113 [==============================] - 0s 786us/step - loss: 0.3404 - accuracy: 0.8601
Epoch 401/500
113/113 [==============================] - 0s 808us/step - loss: 0.3403 - accuracy: 0.8593
Epoch 402/500
113/113 [==============================] - 0s 882us/step - loss: 0.3402 - accuracy: 0.8603
Epoch 403/500
113/113 [==============================] - 0s 809us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 404/500
113/113 [==============================] - 0s 876us/step - loss: 0.3404 - accuracy: 0.8599
Epoch 405/500
113/113 [==============================] - 0s 790us/step - loss: 0.3403 - accuracy: 0.8585
Epoch 406/500
113/113 [==============================] - 0s 817us/step - loss: 0.3403 - accuracy: 0.8592
Epoch 407/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3401 - accuracy: 0.8606
Epoch 408/500
113/113 [==============================] - 0s 933us/step - loss: 0.3402 - accuracy: 0.8601
Epoch 409/500
113/113 [==============================] - 0s 883us/step - loss: 0.3401 - accuracy: 0.8596
Epoch 410/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3399 - accuracy: 0.8599
Epoch 411/500
113/113 [==============================] - 0s 883us/step - loss: 0.3400 - accuracy: 0.8596
Epoch 412/500
113/113 [==============================] - 0s 834us/step - loss: 0.3401 - accuracy: 0.8604
Epoch 413/500
113/113 [==============================] - 0s 786us/step - loss: 0.3400 - accuracy: 0.8578
Epoch 414/500
113/113 [==============================] - 0s 822us/step - loss: 0.3402 - accuracy: 0.8590
Epoch 415/500
113/113 [==============================] - 0s 789us/step - loss: 0.3400 - accuracy: 0.8611
Epoch 416/500
113/113 [==============================] - 0s 791us/step - loss: 0.3399 - accuracy: 0.8587
Epoch 417/500
113/113 [==============================] - 0s 811us/step - loss: 0.3400 - accuracy: 0.8611
Epoch 418/500
113/113 [==============================] - 0s 808us/step - loss: 0.3397 - accuracy: 0.8608
Epoch 419/500
113/113 [==============================] - 0s 791us/step - loss: 0.3397 - accuracy: 0.8590
Epoch 420/500
113/113 [==============================] - 0s 837us/step - loss: 0.3401 - accuracy: 0.8603
Epoch 421/500
113/113 [==============================] - 0s 789us/step - loss: 0.3395 - accuracy: 0.8614
Epoch 422/500
113/113 [==============================] - 0s 794us/step - loss: 0.3400 - accuracy: 0.8599
Epoch 423/500
113/113 [==============================] - 0s 818us/step - loss: 0.3395 - accuracy: 0.8606
Epoch 424/500
113/113 [==============================] - 0s 786us/step - loss: 0.3399 - accuracy: 0.8601
Epoch 425/500
113/113 [==============================] - 0s 814us/step - loss: 0.3398 - accuracy: 0.8618
Epoch 426/500
113/113 [==============================] - 0s 789us/step - loss: 0.3393 - accuracy: 0.8601
Epoch 427/500
113/113 [==============================] - 0s 790us/step - loss: 0.3397 - accuracy: 0.8594
Epoch 428/500
113/113 [==============================] - 0s 859us/step - loss: 0.3398 - accuracy: 0.8611
Epoch 429/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3397 - accuracy: 0.8601
Epoch 430/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3392 - accuracy: 0.8594
Epoch 431/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3398 - accuracy: 0.8600
Epoch 432/500
113/113 [==============================] - 0s 859us/step - loss: 0.3399 - accuracy: 0.8612
Epoch 433/500
113/113 [==============================] - 0s 773us/step - loss: 0.3398 - accuracy: 0.8607
Epoch 434/500
113/113 [==============================] - 0s 774us/step - loss: 0.3397 - accuracy: 0.8603
Epoch 435/500
113/113 [==============================] - 0s 807us/step - loss: 0.3395 - accuracy: 0.8596
Epoch 436/500
113/113 [==============================] - 0s 791us/step - loss: 0.3397 - accuracy: 0.8597
Epoch 437/500
113/113 [==============================] - 0s 725us/step - loss: 0.3398 - accuracy: 0.8590
Epoch 438/500
113/113 [==============================] - 0s 999us/step - loss: 0.3392 - accuracy: 0.8596
Epoch 439/500
113/113 [==============================] - 0s 749us/step - loss: 0.3397 - accuracy: 0.8603
Epoch 440/500
113/113 [==============================] - 0s 761us/step - loss: 0.3395 - accuracy: 0.8606
Epoch 441/500
113/113 [==============================] - 0s 916us/step - loss: 0.3396 - accuracy: 0.8585
Epoch 442/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3395 - accuracy: 0.8607
Epoch 443/500
113/113 [==============================] - ETA: 0s - loss: 0.3357 - accuracy: 0.86 - 0s 1ms/step - loss: 0.3394 - accuracy: 0.8608
Epoch 444/500
113/113 [==============================] - 0s 873us/step - loss: 0.3395 - accuracy: 0.8611
Epoch 445/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3396 - accuracy: 0.8601
Epoch 446/500
113/113 [==============================] - 0s 866us/step - loss: 0.3395 - accuracy: 0.8621
Epoch 447/500
113/113 [==============================] - 0s 886us/step - loss: 0.3394 - accuracy: 0.8603
Epoch 448/500
113/113 [==============================] - 0s 928us/step - loss: 0.3395 - accuracy: 0.8594
Epoch 449/500
113/113 [==============================] - 0s 976us/step - loss: 0.3394 - accuracy: 0.8592
Epoch 450/500
113/113 [==============================] - 0s 947us/step - loss: 0.3394 - accuracy: 0.8601
Epoch 451/500
113/113 [==============================] - 0s 932us/step - loss: 0.3396 - accuracy: 0.8590
Epoch 452/500
113/113 [==============================] - 0s 951us/step - loss: 0.3396 - accuracy: 0.8601
Epoch 453/500
113/113 [==============================] - 0s 989us/step - loss: 0.3394 - accuracy: 0.8610
Epoch 454/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3397 - accuracy: 0.8596
Epoch 455/500
113/113 [==============================] - 0s 950us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 456/500
113/113 [==============================] - 0s 952us/step - loss: 0.3393 - accuracy: 0.8593
Epoch 457/500
113/113 [==============================] - 0s 981us/step - loss: 0.3391 - accuracy: 0.8607
Epoch 458/500
113/113 [==============================] - 0s 916us/step - loss: 0.3396 - accuracy: 0.8607
Epoch 459/500
113/113 [==============================] - 0s 880us/step - loss: 0.3395 - accuracy: 0.8611
Epoch 460/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3391 - accuracy: 0.8597
Epoch 461/500
113/113 [==============================] - 0s 904us/step - loss: 0.3396 - accuracy: 0.8617
Epoch 462/500
113/113 [==============================] - 0s 841us/step - loss: 0.3392 - accuracy: 0.8604
Epoch 463/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3393 - accuracy: 0.8600
Epoch 464/500
113/113 [==============================] - 0s 964us/step - loss: 0.3391 - accuracy: 0.8619
Epoch 465/500
113/113 [==============================] - 0s 836us/step - loss: 0.3393 - accuracy: 0.8607
Epoch 466/500
113/113 [==============================] - 0s 817us/step - loss: 0.3392 - accuracy: 0.8603
Epoch 467/500
113/113 [==============================] - 0s 784us/step - loss: 0.3390 - accuracy: 0.8606
Epoch 468/500
113/113 [==============================] - 0s 907us/step - loss: 0.3386 - accuracy: 0.8606
Epoch 469/500
113/113 [==============================] - 0s 948us/step - loss: 0.3391 - accuracy: 0.8612
Epoch 470/500
113/113 [==============================] - 0s 851us/step - loss: 0.3389 - accuracy: 0.8615
Epoch 471/500
113/113 [==============================] - 0s 827us/step - loss: 0.3389 - accuracy: 0.8600
Epoch 472/500
113/113 [==============================] - 0s 790us/step - loss: 0.3387 - accuracy: 0.8601
Epoch 473/500
113/113 [==============================] - 0s 889us/step - loss: 0.3385 - accuracy: 0.8606
Epoch 474/500
113/113 [==============================] - 0s 814us/step - loss: 0.3385 - accuracy: 0.8596
Epoch 475/500
113/113 [==============================] - 0s 786us/step - loss: 0.3381 - accuracy: 0.8611
Epoch 476/500
113/113 [==============================] - 0s 838us/step - loss: 0.3387 - accuracy: 0.8612
Epoch 477/500
113/113 [==============================] - 0s 858us/step - loss: 0.3385 - accuracy: 0.8586
Epoch 478/500
113/113 [==============================] - 0s 870us/step - loss: 0.3385 - accuracy: 0.8610
Epoch 479/500
113/113 [==============================] - 0s 797us/step - loss: 0.3384 - accuracy: 0.8600
Epoch 480/500
113/113 [==============================] - 0s 774us/step - loss: 0.3383 - accuracy: 0.8607
Epoch 481/500
113/113 [==============================] - 0s 823us/step - loss: 0.3380 - accuracy: 0.8608
Epoch 482/500
113/113 [==============================] - 0s 794us/step - loss: 0.3379 - accuracy: 0.8611
Epoch 483/500
113/113 [==============================] - 0s 792us/step - loss: 0.3380 - accuracy: 0.8614
Epoch 484/500
113/113 [==============================] - 0s 839us/step - loss: 0.3379 - accuracy: 0.8617
Epoch 485/500
113/113 [==============================] - 0s 779us/step - loss: 0.3378 - accuracy: 0.8621
Epoch 486/500
113/113 [==============================] - 0s 814us/step - loss: 0.3377 - accuracy: 0.8614
Epoch 487/500
113/113 [==============================] - 0s 781us/step - loss: 0.3375 - accuracy: 0.8612
Epoch 488/500
113/113 [==============================] - 0s 903us/step - loss: 0.3375 - accuracy: 0.8607
Epoch 489/500
113/113 [==============================] - 0s 944us/step - loss: 0.3373 - accuracy: 0.8610
Epoch 490/500
113/113 [==============================] - 0s 897us/step - loss: 0.3373 - accuracy: 0.8614
Epoch 491/500
113/113 [==============================] - 0s 933us/step - loss: 0.3370 - accuracy: 0.8622
Epoch 492/500
113/113 [==============================] - 0s 862us/step - loss: 0.3369 - accuracy: 0.8617
Epoch 493/500
113/113 [==============================] - 0s 869us/step - loss: 0.3365 - accuracy: 0.8628
Epoch 494/500
113/113 [==============================] - 0s 909us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 495/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3364 - accuracy: 0.8633
Epoch 496/500
113/113 [==============================] - 0s 886us/step - loss: 0.3365 - accuracy: 0.8619
Epoch 497/500
113/113 [==============================] - 0s 861us/step - loss: 0.3361 - accuracy: 0.8640
Epoch 498/500
113/113 [==============================] - 0s 881us/step - loss: 0.3363 - accuracy: 0.8639
Epoch 499/500
113/113 [==============================] - 0s 888us/step - loss: 0.3358 - accuracy: 0.8632
Epoch 500/500
113/113 [==============================] - 0s 856us/step - loss: 0.3362 - accuracy: 0.8625
Epoch 1/500
113/113 [==============================] - 0s 838us/step - loss: 0.6519 - accuracy: 0.7932
Epoch 2/500
113/113 [==============================] - 0s 900us/step - loss: 0.5932 - accuracy: 0.7974
Epoch 3/500
113/113 [==============================] - 0s 804us/step - loss: 0.5590 - accuracy: 0.7974
Epoch 4/500
113/113 [==============================] - 0s 858us/step - loss: 0.5386 - accuracy: 0.7974
Epoch 5/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5262 - accuracy: 0.7974
Epoch 6/500
113/113 [==============================] - 0s 831us/step - loss: 0.5185 - accuracy: 0.7974
Epoch 7/500
113/113 [==============================] - 0s 797us/step - loss: 0.5135 - accuracy: 0.7974
Epoch 8/500
113/113 [==============================] - 0s 826us/step - loss: 0.5103 - accuracy: 0.7974
Epoch 9/500
113/113 [==============================] - 0s 823us/step - loss: 0.5083 - accuracy: 0.7974
Epoch 10/500
113/113 [==============================] - 0s 817us/step - loss: 0.5069 - accuracy: 0.7974
Epoch 11/500
113/113 [==============================] - 0s 863us/step - loss: 0.5060 - accuracy: 0.7974
Epoch 12/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5054 - accuracy: 0.7974
Epoch 13/500
113/113 [==============================] - 0s 977us/step - loss: 0.5049 - accuracy: 0.7974
Epoch 14/500
113/113 [==============================] - 0s 820us/step - loss: 0.5047 - accuracy: 0.7974
Epoch 15/500
113/113 [==============================] - 0s 828us/step - loss: 0.5045 - accuracy: 0.7974
Epoch 16/500
113/113 [==============================] - 0s 800us/step - loss: 0.5043 - accuracy: 0.7974
Epoch 17/500
113/113 [==============================] - 0s 832us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 18/500
113/113 [==============================] - 0s 811us/step - loss: 0.5042 - accuracy: 0.7974
Epoch 19/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 20/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5041 - accuracy: 0.7974
Epoch 21/500
113/113 [==============================] - 0s 930us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 22/500
113/113 [==============================] - 0s 847us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 23/500
113/113 [==============================] - 0s 792us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 24/500
113/113 [==============================] - 0s 829us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 25/500
113/113 [==============================] - 0s 793us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 26/500
113/113 [==============================] - 0s 843us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 27/500
113/113 [==============================] - 0s 816us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 28/500
113/113 [==============================] - 0s 798us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 29/500
113/113 [==============================] - 0s 814us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 30/500
113/113 [==============================] - 0s 791us/step - loss: 0.5041 - accuracy: 0.7974
Epoch 31/500
113/113 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 32/500
113/113 [==============================] - 0s 973us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 33/500
113/113 [==============================] - 0s 849us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 34/500
113/113 [==============================] - 0s 906us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 35/500
113/113 [==============================] - 0s 836us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 36/500
113/113 [==============================] - 0s 861us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 37/500
113/113 [==============================] - 0s 916us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 38/500
113/113 [==============================] - 0s 898us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 39/500
113/113 [==============================] - 0s 948us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 40/500
113/113 [==============================] - 0s 934us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 41/500
113/113 [==============================] - 0s 902us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 42/500
113/113 [==============================] - 0s 855us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 43/500
113/113 [==============================] - 0s 851us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 44/500
113/113 [==============================] - 0s 858us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 45/500
113/113 [==============================] - 0s 805us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 46/500
113/113 [==============================] - 0s 870us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 47/500
113/113 [==============================] - 0s 834us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 48/500
113/113 [==============================] - 0s 859us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 49/500
113/113 [==============================] - 0s 843us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 50/500
113/113 [==============================] - 0s 791us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 51/500
113/113 [==============================] - 0s 814us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 52/500
113/113 [==============================] - 0s 805us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 53/500
113/113 [==============================] - 0s 811us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 54/500
113/113 [==============================] - 0s 829us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 55/500
113/113 [==============================] - 0s 792us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 56/500
113/113 [==============================] - 0s 807us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 57/500
113/113 [==============================] - 0s 841us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 58/500
113/113 [==============================] - 0s 808us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 59/500
113/113 [==============================] - 0s 884us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 60/500
113/113 [==============================] - 0s 770us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 61/500
113/113 [==============================] - 0s 787us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 62/500
113/113 [==============================] - 0s 827us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 63/500
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 64/500
113/113 [==============================] - 0s 799us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 65/500
113/113 [==============================] - 0s 823us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 66/500
113/113 [==============================] - 0s 794us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 67/500
113/113 [==============================] - 0s 837us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 68/500
113/113 [==============================] - 0s 796us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 69/500
113/113 [==============================] - 0s 831us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 70/500
113/113 [==============================] - 0s 864us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 71/500
113/113 [==============================] - 0s 790us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 72/500
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 73/500
113/113 [==============================] - 0s 827us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 74/500
113/113 [==============================] - 0s 817us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 75/500
113/113 [==============================] - 0s 819us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 76/500
113/113 [==============================] - 0s 799us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 77/500
113/113 [==============================] - 0s 811us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 78/500
113/113 [==============================] - 0s 825us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 79/500
113/113 [==============================] - 0s 796us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 80/500
113/113 [==============================] - 0s 807us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 81/500
113/113 [==============================] - 0s 912us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 82/500
113/113 [==============================] - 0s 797us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 83/500
113/113 [==============================] - 0s 839us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 84/500
113/113 [==============================] - 0s 796us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 85/500
113/113 [==============================] - 0s 810us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 86/500
113/113 [==============================] - 0s 816us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 87/500
113/113 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 88/500
113/113 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 89/500
113/113 [==============================] - 0s 821us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 90/500
113/113 [==============================] - 0s 802us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 91/500
113/113 [==============================] - 0s 909us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 92/500
113/113 [==============================] - 0s 795us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 93/500
113/113 [==============================] - 0s 820us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 94/500
113/113 [==============================] - 0s 868us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 95/500
113/113 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 96/500
113/113 [==============================] - 0s 823us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 97/500
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 98/500
113/113 [==============================] - 0s 798us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 99/500
113/113 [==============================] - 0s 828us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 100/500
113/113 [==============================] - 0s 788us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 101/500
113/113 [==============================] - 0s 822us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 102/500
113/113 [==============================] - 0s 866us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 103/500
113/113 [==============================] - 0s 795us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 104/500
113/113 [==============================] - 0s 818us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 105/500
113/113 [==============================] - 0s 791us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 106/500
113/113 [==============================] - 0s 802us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 107/500
113/113 [==============================] - 0s 821us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 108/500
113/113 [==============================] - 0s 792us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 109/500
113/113 [==============================] - 0s 803us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 110/500
113/113 [==============================] - 0s 834us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 111/500
113/113 [==============================] - 0s 799us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 112/500
113/113 [==============================] - 0s 954us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 113/500
113/113 [==============================] - 0s 794us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 114/500
113/113 [==============================] - 0s 790us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 115/500
113/113 [==============================] - 0s 811us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 116/500
113/113 [==============================] - 0s 774us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 117/500
113/113 [==============================] - 0s 795us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 118/500
113/113 [==============================] - 0s 817us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 119/500
113/113 [==============================] - 0s 791us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 120/500
113/113 [==============================] - 0s 821us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 121/500
113/113 [==============================] - 0s 797us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 122/500
113/113 [==============================] - 0s 856us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 123/500
113/113 [==============================] - 0s 823us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 124/500
113/113 [==============================] - 0s 800us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 125/500
113/113 [==============================] - 0s 795us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 126/500
113/113 [==============================] - 0s 813us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 127/500
113/113 [==============================] - 0s 796us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 128/500
113/113 [==============================] - 0s 840us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 129/500
113/113 [==============================] - 0s 793us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 130/500
113/113 [==============================] - 0s 800us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 131/500
113/113 [==============================] - 0s 825us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 132/500
113/113 [==============================] - 0s 789us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 133/500
113/113 [==============================] - 0s 904us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 134/500
113/113 [==============================] - 0s 827us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 135/500
113/113 [==============================] - 0s 807us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 136/500
113/113 [==============================] - 0s 871us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 137/500
113/113 [==============================] - 0s 795us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 138/500
113/113 [==============================] - 0s 817us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 139/500
113/113 [==============================] - 0s 831us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 140/500
113/113 [==============================] - 0s 791us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 141/500
113/113 [==============================] - 0s 822us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 142/500
113/113 [==============================] - 0s 789us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 143/500
113/113 [==============================] - 0s 872us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 144/500
113/113 [==============================] - 0s 832us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 145/500
113/113 [==============================] - 0s 788us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 146/500
113/113 [==============================] - 0s 780us/step - loss: 0.5040 - accuracy: 0.7974
Epoch 147/500
113/113 [==============================] - 0s 824us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 148/500
113/113 [==============================] - 0s 795us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 149/500
113/113 [==============================] - 0s 827us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 150/500
113/113 [==============================] - 0s 789us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 151/500
113/113 [==============================] - 0s 788us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 152/500
113/113 [==============================] - 0s 819us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 153/500
113/113 [==============================] - 0s 787us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 154/500
113/113 [==============================] - 0s 803us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 155/500
113/113 [==============================] - 0s 882us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 156/500
113/113 [==============================] - 0s 816us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 157/500
113/113 [==============================] - 0s 813us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 158/500
113/113 [==============================] - 0s 791us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 159/500
113/113 [==============================] - 0s 791us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 160/500
113/113 [==============================] - 0s 844us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 161/500
113/113 [==============================] - 0s 794us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 162/500
113/113 [==============================] - 0s 807us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 163/500
113/113 [==============================] - 0s 846us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 164/500
113/113 [==============================] - 0s 789us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 165/500
113/113 [==============================] - 0s 910us/step - loss: 0.5039 - accuracy: 0.7974
Epoch 166/500
113/113 [==============================] - 0s 791us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 167/500
113/113 [==============================] - 0s 787us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 168/500
113/113 [==============================] - 0s 815us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 169/500
113/113 [==============================] - 0s 796us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 170/500
113/113 [==============================] - 0s 791us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 171/500
113/113 [==============================] - 0s 850us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 172/500
113/113 [==============================] - 0s 792us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 173/500
113/113 [==============================] - 0s 832us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 174/500
113/113 [==============================] - 0s 795us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 175/500
113/113 [==============================] - 0s 886us/step - loss: 0.5038 - accuracy: 0.7974
Epoch 176/500
113/113 [==============================] - 0s 808us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 177/500
113/113 [==============================] - 0s 787us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 178/500
113/113 [==============================] - 0s 818us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 179/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5037 - accuracy: 0.7974
Epoch 180/500
113/113 [==============================] - 0s 794us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 181/500
113/113 [==============================] - 0s 842us/step - loss: 0.5037 - accuracy: 0.7974
Epoch 182/500
113/113 [==============================] - 0s 787us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 183/500
113/113 [==============================] - 0s 794us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 184/500
113/113 [==============================] - 0s 815us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 185/500
113/113 [==============================] - 0s 797us/step - loss: 0.5036 - accuracy: 0.7974
Epoch 186/500
113/113 [==============================] - 0s 923us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 187/500
113/113 [==============================] - 0s 860us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 188/500
113/113 [==============================] - 0s 799us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 189/500
113/113 [==============================] - 0s 827us/step - loss: 0.5035 - accuracy: 0.7974
Epoch 190/500
113/113 [==============================] - 0s 785us/step - loss: 0.5034 - accuracy: 0.7974
Epoch 191/500
113/113 [==============================] - 0s 792us/step - loss: 0.5034 - accuracy: 0.7974
Epoch 192/500
113/113 [==============================] - 0s 836us/step - loss: 0.5033 - accuracy: 0.7974
Epoch 193/500
113/113 [==============================] - 0s 800us/step - loss: 0.5033 - accuracy: 0.7974
Epoch 194/500
113/113 [==============================] - 0s 798us/step - loss: 0.5033 - accuracy: 0.7974
Epoch 195/500
113/113 [==============================] - 0s 826us/step - loss: 0.5032 - accuracy: 0.7974
Epoch 196/500
113/113 [==============================] - 0s 792us/step - loss: 0.5031 - accuracy: 0.7974
Epoch 197/500
113/113 [==============================] - 0s 876us/step - loss: 0.5031 - accuracy: 0.7974
Epoch 198/500
113/113 [==============================] - 0s 834us/step - loss: 0.5030 - accuracy: 0.7974
Epoch 199/500
113/113 [==============================] - 0s 793us/step - loss: 0.5029 - accuracy: 0.7974
Epoch 200/500
113/113 [==============================] - 0s 828us/step - loss: 0.5029 - accuracy: 0.7974
Epoch 201/500
113/113 [==============================] - 0s 793us/step - loss: 0.5028 - accuracy: 0.7974
Epoch 202/500
113/113 [==============================] - 0s 816us/step - loss: 0.5027 - accuracy: 0.7974
Epoch 203/500
113/113 [==============================] - 0s 882us/step - loss: 0.5026 - accuracy: 0.7974
Epoch 204/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5025 - accuracy: 0.7974
Epoch 205/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5023 - accuracy: 0.7974
Epoch 206/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5022 - accuracy: 0.7974
Epoch 207/500
113/113 [==============================] - 0s 796us/step - loss: 0.5020 - accuracy: 0.7974
Epoch 208/500
113/113 [==============================] - 0s 822us/step - loss: 0.5019 - accuracy: 0.7974
Epoch 209/500
113/113 [==============================] - 0s 787us/step - loss: 0.5017 - accuracy: 0.7974
Epoch 210/500
113/113 [==============================] - 0s 800us/step - loss: 0.5014 - accuracy: 0.7974
Epoch 211/500
113/113 [==============================] - 0s 827us/step - loss: 0.5012 - accuracy: 0.7974
Epoch 212/500
113/113 [==============================] - 0s 805us/step - loss: 0.5009 - accuracy: 0.7974
Epoch 213/500
113/113 [==============================] - 0s 852us/step - loss: 0.5006 - accuracy: 0.7974
Epoch 214/500
113/113 [==============================] - 0s 816us/step - loss: 0.5003 - accuracy: 0.7974
Epoch 215/500
113/113 [==============================] - 0s 828us/step - loss: 0.4999 - accuracy: 0.7974
Epoch 216/500
113/113 [==============================] - 0s 853us/step - loss: 0.4994 - accuracy: 0.7974
Epoch 217/500
113/113 [==============================] - 0s 800us/step - loss: 0.4989 - accuracy: 0.7974
Epoch 218/500
113/113 [==============================] - 0s 801us/step - loss: 0.4983 - accuracy: 0.7974
Epoch 219/500
113/113 [==============================] - 0s 815us/step - loss: 0.4977 - accuracy: 0.7974
Epoch 220/500
113/113 [==============================] - 0s 799us/step - loss: 0.4969 - accuracy: 0.7974
Epoch 221/500
113/113 [==============================] - 0s 839us/step - loss: 0.4960 - accuracy: 0.7974
Epoch 222/500
113/113 [==============================] - 0s 791us/step - loss: 0.4950 - accuracy: 0.7974
Epoch 223/500
113/113 [==============================] - 0s 802us/step - loss: 0.4938 - accuracy: 0.7974
Epoch 224/500
113/113 [==============================] - 0s 825us/step - loss: 0.4925 - accuracy: 0.7974
Epoch 225/500
113/113 [==============================] - 0s 797us/step - loss: 0.4909 - accuracy: 0.7974
Epoch 226/500
113/113 [==============================] - 0s 857us/step - loss: 0.4890 - accuracy: 0.7974
Epoch 227/500
113/113 [==============================] - 0s 840us/step - loss: 0.4869 - accuracy: 0.7974
Epoch 228/500
113/113 [==============================] - 0s 805us/step - loss: 0.4845 - accuracy: 0.7974
Epoch 229/500
113/113 [==============================] - 0s 818us/step - loss: 0.4816 - accuracy: 0.7974
Epoch 230/500
113/113 [==============================] - 0s 786us/step - loss: 0.4784 - accuracy: 0.7974
Epoch 231/500
113/113 [==============================] - 0s 788us/step - loss: 0.4748 - accuracy: 0.7974
Epoch 232/500
113/113 [==============================] - 0s 850us/step - loss: 0.4708 - accuracy: 0.7974
Epoch 233/500
113/113 [==============================] - 0s 805us/step - loss: 0.4665 - accuracy: 0.7974
Epoch 234/500
113/113 [==============================] - 0s 800us/step - loss: 0.4619 - accuracy: 0.7974
Epoch 235/500
113/113 [==============================] - 0s 819us/step - loss: 0.4573 - accuracy: 0.7975
Epoch 236/500
113/113 [==============================] - 0s 832us/step - loss: 0.4528 - accuracy: 0.7974
Epoch 237/500
113/113 [==============================] - 0s 829us/step - loss: 0.4486 - accuracy: 0.7972
Epoch 238/500
113/113 [==============================] - 0s 796us/step - loss: 0.4447 - accuracy: 0.7978
Epoch 239/500
113/113 [==============================] - 0s 834us/step - loss: 0.4413 - accuracy: 0.7990
Epoch 240/500
113/113 [==============================] - 0s 826us/step - loss: 0.4384 - accuracy: 0.8012
Epoch 241/500
113/113 [==============================] - 0s 795us/step - loss: 0.4359 - accuracy: 0.8022
Epoch 242/500
113/113 [==============================] - 0s 788us/step - loss: 0.4338 - accuracy: 0.8037
Epoch 243/500
113/113 [==============================] - 0s 837us/step - loss: 0.4320 - accuracy: 0.8074
Epoch 244/500
113/113 [==============================] - 0s 806us/step - loss: 0.4303 - accuracy: 0.8093
Epoch 245/500
113/113 [==============================] - 0s 821us/step - loss: 0.4289 - accuracy: 0.8108
Epoch 246/500
113/113 [==============================] - 0s 788us/step - loss: 0.4276 - accuracy: 0.8122
Epoch 247/500
113/113 [==============================] - 0s 858us/step - loss: 0.4264 - accuracy: 0.8129
Epoch 248/500
113/113 [==============================] - 0s 875us/step - loss: 0.4253 - accuracy: 0.8138
Epoch 249/500
113/113 [==============================] - 0s 789us/step - loss: 0.4242 - accuracy: 0.8158
Epoch 250/500
113/113 [==============================] - 0s 801us/step - loss: 0.4230 - accuracy: 0.8168
Epoch 251/500
113/113 [==============================] - 0s 859us/step - loss: 0.4219 - accuracy: 0.8172
Epoch 252/500
113/113 [==============================] - 0s 818us/step - loss: 0.4208 - accuracy: 0.8182
Epoch 253/500
113/113 [==============================] - 0s 842us/step - loss: 0.4195 - accuracy: 0.8190
Epoch 254/500
113/113 [==============================] - 0s 799us/step - loss: 0.4181 - accuracy: 0.8192
Epoch 255/500
113/113 [==============================] - 0s 804us/step - loss: 0.4166 - accuracy: 0.8200
Epoch 256/500
113/113 [==============================] - 0s 822us/step - loss: 0.4150 - accuracy: 0.8211
Epoch 257/500
113/113 [==============================] - 0s 869us/step - loss: 0.4132 - accuracy: 0.8217
Epoch 258/500
113/113 [==============================] - 0s 823us/step - loss: 0.4112 - accuracy: 0.8228
Epoch 259/500
113/113 [==============================] - 0s 837us/step - loss: 0.4092 - accuracy: 0.8229
Epoch 260/500
113/113 [==============================] - 0s 798us/step - loss: 0.4070 - accuracy: 0.8239
Epoch 261/500
113/113 [==============================] - 0s 905us/step - loss: 0.4047 - accuracy: 0.8250
Epoch 262/500
113/113 [==============================] - 0s 807us/step - loss: 0.4022 - accuracy: 0.8260
Epoch 263/500
113/113 [==============================] - 0s 802us/step - loss: 0.3995 - accuracy: 0.8265
Epoch 264/500
113/113 [==============================] - 0s 834us/step - loss: 0.3969 - accuracy: 0.8303
Epoch 265/500
113/113 [==============================] - 0s 871us/step - loss: 0.3941 - accuracy: 0.8343
Epoch 266/500
113/113 [==============================] - 0s 857us/step - loss: 0.3913 - accuracy: 0.8354
Epoch 267/500
113/113 [==============================] - 0s 787us/step - loss: 0.3885 - accuracy: 0.8379
Epoch 268/500
113/113 [==============================] - 0s 846us/step - loss: 0.3858 - accuracy: 0.8392
Epoch 269/500
113/113 [==============================] - 0s 842us/step - loss: 0.3832 - accuracy: 0.8417
Epoch 270/500
113/113 [==============================] - 0s 782us/step - loss: 0.3807 - accuracy: 0.8429
Epoch 271/500
113/113 [==============================] - 0s 807us/step - loss: 0.3784 - accuracy: 0.8458
Epoch 272/500
113/113 [==============================] - 0s 784us/step - loss: 0.3763 - accuracy: 0.8479
Epoch 273/500
113/113 [==============================] - 0s 794us/step - loss: 0.3743 - accuracy: 0.8485
Epoch 274/500
113/113 [==============================] - 0s 822us/step - loss: 0.3723 - accuracy: 0.8501
Epoch 275/500
113/113 [==============================] - 0s 796us/step - loss: 0.3707 - accuracy: 0.8497
Epoch 276/500
113/113 [==============================] - 0s 792us/step - loss: 0.3690 - accuracy: 0.8500
Epoch 277/500
113/113 [==============================] - 0s 825us/step - loss: 0.3674 - accuracy: 0.8518
Epoch 278/500
113/113 [==============================] - 0s 864us/step - loss: 0.3659 - accuracy: 0.8519
Epoch 279/500
113/113 [==============================] - 0s 829us/step - loss: 0.3645 - accuracy: 0.8531
Epoch 280/500
113/113 [==============================] - 0s 797us/step - loss: 0.3631 - accuracy: 0.8550
Epoch 281/500
113/113 [==============================] - 0s 796us/step - loss: 0.3620 - accuracy: 0.8556
Epoch 282/500
113/113 [==============================] - 0s 822us/step - loss: 0.3608 - accuracy: 0.8571
Epoch 283/500
113/113 [==============================] - 0s 791us/step - loss: 0.3596 - accuracy: 0.8568
Epoch 284/500
113/113 [==============================] - 0s 797us/step - loss: 0.3585 - accuracy: 0.8571
Epoch 285/500
113/113 [==============================] - 0s 849us/step - loss: 0.3574 - accuracy: 0.8587
Epoch 286/500
113/113 [==============================] - 0s 798us/step - loss: 0.3566 - accuracy: 0.8596
Epoch 287/500
113/113 [==============================] - 0s 812us/step - loss: 0.3557 - accuracy: 0.8592
Epoch 288/500
113/113 [==============================] - 0s 787us/step - loss: 0.3547 - accuracy: 0.8599
Epoch 289/500
113/113 [==============================] - 0s 833us/step - loss: 0.3538 - accuracy: 0.8596
Epoch 290/500
113/113 [==============================] - 0s 900us/step - loss: 0.3531 - accuracy: 0.8594
Epoch 291/500
113/113 [==============================] - 0s 812us/step - loss: 0.3523 - accuracy: 0.8601
Epoch 292/500
113/113 [==============================] - 0s 801us/step - loss: 0.3515 - accuracy: 0.8607
Epoch 293/500
113/113 [==============================] - 0s 825us/step - loss: 0.3511 - accuracy: 0.8606
Epoch 294/500
113/113 [==============================] - 0s 786us/step - loss: 0.3505 - accuracy: 0.8597
Epoch 295/500
113/113 [==============================] - 0s 824us/step - loss: 0.3500 - accuracy: 0.8606
Epoch 296/500
113/113 [==============================] - 0s 806us/step - loss: 0.3495 - accuracy: 0.8607
Epoch 297/500
113/113 [==============================] - 0s 792us/step - loss: 0.3490 - accuracy: 0.8614
Epoch 298/500
113/113 [==============================] - 0s 820us/step - loss: 0.3485 - accuracy: 0.8608
Epoch 299/500
113/113 [==============================] - 0s 794us/step - loss: 0.3481 - accuracy: 0.8604
Epoch 300/500
113/113 [==============================] - 0s 852us/step - loss: 0.3478 - accuracy: 0.8614
Epoch 301/500
113/113 [==============================] - 0s 821us/step - loss: 0.3474 - accuracy: 0.8607
Epoch 302/500
113/113 [==============================] - 0s 827us/step - loss: 0.3472 - accuracy: 0.8610
Epoch 303/500
113/113 [==============================] - 0s 827us/step - loss: 0.3469 - accuracy: 0.8601
Epoch 304/500
113/113 [==============================] - 0s 788us/step - loss: 0.3466 - accuracy: 0.8610
Epoch 305/500
113/113 [==============================] - 0s 794us/step - loss: 0.3462 - accuracy: 0.8611
Epoch 306/500
113/113 [==============================] - 0s 831us/step - loss: 0.3462 - accuracy: 0.8610
Epoch 307/500
113/113 [==============================] - 0s 808us/step - loss: 0.3459 - accuracy: 0.8610
Epoch 308/500
113/113 [==============================] - 0s 849us/step - loss: 0.3457 - accuracy: 0.8608
Epoch 309/500
113/113 [==============================] - 0s 792us/step - loss: 0.3455 - accuracy: 0.8612
Epoch 310/500
113/113 [==============================] - 0s 874us/step - loss: 0.3453 - accuracy: 0.8606
Epoch 311/500
113/113 [==============================] - 0s 820us/step - loss: 0.3451 - accuracy: 0.8608
Epoch 312/500
113/113 [==============================] - 0s 799us/step - loss: 0.3448 - accuracy: 0.8612
Epoch 313/500
113/113 [==============================] - 0s 782us/step - loss: 0.3448 - accuracy: 0.8603
Epoch 314/500
113/113 [==============================] - 0s 818us/step - loss: 0.3446 - accuracy: 0.8604
Epoch 315/500
113/113 [==============================] - 0s 806us/step - loss: 0.3444 - accuracy: 0.8597
Epoch 316/500
113/113 [==============================] - 0s 833us/step - loss: 0.3442 - accuracy: 0.8608
Epoch 317/500
113/113 [==============================] - 0s 801us/step - loss: 0.3442 - accuracy: 0.8604
Epoch 318/500
113/113 [==============================] - 0s 797us/step - loss: 0.3439 - accuracy: 0.8608
Epoch 319/500
113/113 [==============================] - 0s 815us/step - loss: 0.3440 - accuracy: 0.8594
Epoch 320/500
113/113 [==============================] - 0s 779us/step - loss: 0.3436 - accuracy: 0.8608
Epoch 321/500
113/113 [==============================] - 0s 862us/step - loss: 0.3435 - accuracy: 0.8608
Epoch 322/500
113/113 [==============================] - 0s 829us/step - loss: 0.3436 - accuracy: 0.8607
Epoch 323/500
113/113 [==============================] - 0s 808us/step - loss: 0.3434 - accuracy: 0.8603
Epoch 324/500
113/113 [==============================] - 0s 810us/step - loss: 0.3429 - accuracy: 0.8612
Epoch 325/500
113/113 [==============================] - 0s 799us/step - loss: 0.3433 - accuracy: 0.8601
Epoch 326/500
113/113 [==============================] - 0s 793us/step - loss: 0.3431 - accuracy: 0.8608
Epoch 327/500
113/113 [==============================] - 0s 819us/step - loss: 0.3428 - accuracy: 0.8611
Epoch 328/500
113/113 [==============================] - 0s 813us/step - loss: 0.3429 - accuracy: 0.8614
Epoch 329/500
113/113 [==============================] - 0s 790us/step - loss: 0.3427 - accuracy: 0.8612
Epoch 330/500
113/113 [==============================] - 0s 815us/step - loss: 0.3428 - accuracy: 0.8604
Epoch 331/500
113/113 [==============================] - 0s 847us/step - loss: 0.3424 - accuracy: 0.8607
Epoch 332/500
113/113 [==============================] - 0s 906us/step - loss: 0.3423 - accuracy: 0.8614
Epoch 333/500
113/113 [==============================] - 0s 817us/step - loss: 0.3423 - accuracy: 0.8608
Epoch 334/500
113/113 [==============================] - 0s 796us/step - loss: 0.3421 - accuracy: 0.8612
Epoch 335/500
113/113 [==============================] - 0s 817us/step - loss: 0.3420 - accuracy: 0.8610
Epoch 336/500
113/113 [==============================] - 0s 793us/step - loss: 0.3418 - accuracy: 0.8610
Epoch 337/500
113/113 [==============================] - 0s 816us/step - loss: 0.3417 - accuracy: 0.8619
Epoch 338/500
113/113 [==============================] - 0s 869us/step - loss: 0.3414 - accuracy: 0.8614
Epoch 339/500
113/113 [==============================] - 0s 803us/step - loss: 0.3414 - accuracy: 0.8604
Epoch 340/500
113/113 [==============================] - 0s 816us/step - loss: 0.3411 - accuracy: 0.8617
Epoch 341/500
113/113 [==============================] - 0s 791us/step - loss: 0.3411 - accuracy: 0.8626
Epoch 342/500
113/113 [==============================] - 0s 796us/step - loss: 0.3410 - accuracy: 0.8612
Epoch 343/500
113/113 [==============================] - 0s 818us/step - loss: 0.3407 - accuracy: 0.8610
Epoch 344/500
113/113 [==============================] - 0s 852us/step - loss: 0.3405 - accuracy: 0.8621
Epoch 345/500
113/113 [==============================] - 0s 813us/step - loss: 0.3402 - accuracy: 0.8617
Epoch 346/500
113/113 [==============================] - 0s 798us/step - loss: 0.3401 - accuracy: 0.8606
Epoch 347/500
113/113 [==============================] - 0s 796us/step - loss: 0.3400 - accuracy: 0.8611
Epoch 348/500
113/113 [==============================] - 0s 823us/step - loss: 0.3397 - accuracy: 0.8603
Epoch 349/500
113/113 [==============================] - 0s 819us/step - loss: 0.3395 - accuracy: 0.8624
Epoch 350/500
113/113 [==============================] - 0s 802us/step - loss: 0.3394 - accuracy: 0.8612
Epoch 351/500
113/113 [==============================] - 0s 849us/step - loss: 0.3391 - accuracy: 0.8615
Epoch 352/500
113/113 [==============================] - 0s 796us/step - loss: 0.3390 - accuracy: 0.8624
Epoch 353/500
113/113 [==============================] - 0s 824us/step - loss: 0.3388 - accuracy: 0.8603
Epoch 354/500
113/113 [==============================] - 0s 842us/step - loss: 0.3386 - accuracy: 0.8635
Epoch 355/500
113/113 [==============================] - 0s 808us/step - loss: 0.3385 - accuracy: 0.8617
Epoch 356/500
113/113 [==============================] - 0s 824us/step - loss: 0.3384 - accuracy: 0.8628
Epoch 357/500
113/113 [==============================] - 0s 796us/step - loss: 0.3382 - accuracy: 0.8626
Epoch 358/500
113/113 [==============================] - 0s 792us/step - loss: 0.3380 - accuracy: 0.8614
Epoch 359/500
113/113 [==============================] - 0s 822us/step - loss: 0.3380 - accuracy: 0.8626
Epoch 360/500
113/113 [==============================] - 0s 797us/step - loss: 0.3377 - accuracy: 0.8640
Epoch 361/500
113/113 [==============================] - 0s 857us/step - loss: 0.3377 - accuracy: 0.8629
Epoch 362/500
113/113 [==============================] - 0s 833us/step - loss: 0.3373 - accuracy: 0.8624
Epoch 363/500
113/113 [==============================] - 0s 793us/step - loss: 0.3375 - accuracy: 0.8619
Epoch 364/500
113/113 [==============================] - 0s 845us/step - loss: 0.3373 - accuracy: 0.8625
Epoch 365/500
113/113 [==============================] - 0s 805us/step - loss: 0.3371 - accuracy: 0.8624
Epoch 366/500
113/113 [==============================] - 0s 792us/step - loss: 0.3370 - accuracy: 0.8621
Epoch 367/500
113/113 [==============================] - 0s 819us/step - loss: 0.3368 - accuracy: 0.8632
Epoch 368/500
113/113 [==============================] - 0s 790us/step - loss: 0.3365 - accuracy: 0.8637
Epoch 369/500
113/113 [==============================] - 0s 819us/step - loss: 0.3366 - accuracy: 0.8628
Epoch 370/500
113/113 [==============================] - 0s 791us/step - loss: 0.3365 - accuracy: 0.8625
Epoch 371/500
113/113 [==============================] - 0s 800us/step - loss: 0.3363 - accuracy: 0.8625
Epoch 372/500
113/113 [==============================] - 0s 826us/step - loss: 0.3363 - accuracy: 0.8631
Epoch 373/500
113/113 [==============================] - 0s 973us/step - loss: 0.3361 - accuracy: 0.8637
Epoch 374/500
113/113 [==============================] - 0s 859us/step - loss: 0.3359 - accuracy: 0.8629
Epoch 375/500
113/113 [==============================] - 0s 794us/step - loss: 0.3359 - accuracy: 0.8640
Epoch 376/500
113/113 [==============================] - 0s 800us/step - loss: 0.3357 - accuracy: 0.8628
Epoch 377/500
113/113 [==============================] - 0s 814us/step - loss: 0.3358 - accuracy: 0.8640
Epoch 378/500
113/113 [==============================] - 0s 795us/step - loss: 0.3356 - accuracy: 0.8637
Epoch 379/500
113/113 [==============================] - 0s 808us/step - loss: 0.3357 - accuracy: 0.8636
Epoch 380/500
113/113 [==============================] - 0s 823us/step - loss: 0.3353 - accuracy: 0.8647
Epoch 381/500
113/113 [==============================] - 0s 803us/step - loss: 0.3356 - accuracy: 0.8635
Epoch 382/500
113/113 [==============================] - 0s 809us/step - loss: 0.3352 - accuracy: 0.8629
Epoch 383/500
113/113 [==============================] - 0s 782us/step - loss: 0.3351 - accuracy: 0.8622
Epoch 384/500
113/113 [==============================] - 0s 833us/step - loss: 0.3355 - accuracy: 0.8635
Epoch 385/500
113/113 [==============================] - 0s 814us/step - loss: 0.3350 - accuracy: 0.8629
Epoch 386/500
113/113 [==============================] - 0s 794us/step - loss: 0.3349 - accuracy: 0.8637
Epoch 387/500
113/113 [==============================] - 0s 809us/step - loss: 0.3349 - accuracy: 0.8628
Epoch 388/500
113/113 [==============================] - 0s 811us/step - loss: 0.3349 - accuracy: 0.8642
Epoch 389/500
113/113 [==============================] - 0s 800us/step - loss: 0.3351 - accuracy: 0.8640
Epoch 390/500
113/113 [==============================] - 0s 812us/step - loss: 0.3345 - accuracy: 0.8640
Epoch 391/500
113/113 [==============================] - 0s 797us/step - loss: 0.3347 - accuracy: 0.8642
Epoch 392/500
113/113 [==============================] - 0s 851us/step - loss: 0.3346 - accuracy: 0.8642
Epoch 393/500
113/113 [==============================] - 0s 836us/step - loss: 0.3343 - accuracy: 0.8640
Epoch 394/500
113/113 [==============================] - 0s 873us/step - loss: 0.3345 - accuracy: 0.8649
Epoch 395/500
113/113 [==============================] - 0s 806us/step - loss: 0.3342 - accuracy: 0.8639
Epoch 396/500
113/113 [==============================] - 0s 821us/step - loss: 0.3343 - accuracy: 0.8637
Epoch 397/500
113/113 [==============================] - 0s 802us/step - loss: 0.3341 - accuracy: 0.8647
Epoch 398/500
113/113 [==============================] - 0s 825us/step - loss: 0.3341 - accuracy: 0.8642
Epoch 399/500
113/113 [==============================] - 0s 782us/step - loss: 0.3341 - accuracy: 0.8651
Epoch 400/500
113/113 [==============================] - 0s 791us/step - loss: 0.3334 - accuracy: 0.8632
Epoch 401/500
113/113 [==============================] - 0s 818us/step - loss: 0.3338 - accuracy: 0.8657
Epoch 402/500
113/113 [==============================] - 0s 796us/step - loss: 0.3335 - accuracy: 0.8643
Epoch 403/500
113/113 [==============================] - 0s 807us/step - loss: 0.3336 - accuracy: 0.8639
Epoch 404/500
113/113 [==============================] - 0s 816us/step - loss: 0.3336 - accuracy: 0.8637
Epoch 405/500
113/113 [==============================] - 0s 884us/step - loss: 0.3335 - accuracy: 0.8661
Epoch 406/500
113/113 [==============================] - 0s 828us/step - loss: 0.3334 - accuracy: 0.8632
Epoch 407/500
113/113 [==============================] - 0s 807us/step - loss: 0.3332 - accuracy: 0.8651
Epoch 408/500
113/113 [==============================] - 0s 834us/step - loss: 0.3327 - accuracy: 0.8642
Epoch 409/500
113/113 [==============================] - 0s 817us/step - loss: 0.3331 - accuracy: 0.8636
Epoch 410/500
113/113 [==============================] - 0s 791us/step - loss: 0.3329 - accuracy: 0.8643
Epoch 411/500
113/113 [==============================] - 0s 800us/step - loss: 0.3330 - accuracy: 0.8646
Epoch 412/500
113/113 [==============================] - 0s 814us/step - loss: 0.3328 - accuracy: 0.8646
Epoch 413/500
113/113 [==============================] - 0s 806us/step - loss: 0.3330 - accuracy: 0.8639
Epoch 414/500
113/113 [==============================] - 0s 826us/step - loss: 0.3326 - accuracy: 0.8644
Epoch 415/500
113/113 [==============================] - 0s 870us/step - loss: 0.3325 - accuracy: 0.8640
Epoch 416/500
113/113 [==============================] - 0s 796us/step - loss: 0.3327 - accuracy: 0.8644
Epoch 417/500
113/113 [==============================] - 0s 818us/step - loss: 0.3327 - accuracy: 0.8651
Epoch 418/500
113/113 [==============================] - 0s 790us/step - loss: 0.3324 - accuracy: 0.8650
Epoch 419/500
113/113 [==============================] - 0s 806us/step - loss: 0.3323 - accuracy: 0.8653
Epoch 420/500
113/113 [==============================] - 0s 823us/step - loss: 0.3321 - accuracy: 0.8654
Epoch 421/500
113/113 [==============================] - 0s 797us/step - loss: 0.3324 - accuracy: 0.8651
Epoch 422/500
113/113 [==============================] - 0s 817us/step - loss: 0.3323 - accuracy: 0.8646
Epoch 423/500
113/113 [==============================] - 0s 791us/step - loss: 0.3324 - accuracy: 0.8643
Epoch 424/500
113/113 [==============================] - 0s 799us/step - loss: 0.3319 - accuracy: 0.8642
Epoch 425/500
113/113 [==============================] - 0s 811us/step - loss: 0.3319 - accuracy: 0.8657
Epoch 426/500
113/113 [==============================] - 0s 796us/step - loss: 0.3321 - accuracy: 0.8636
Epoch 427/500
113/113 [==============================] - 0s 897us/step - loss: 0.3319 - accuracy: 0.8656
Epoch 428/500
113/113 [==============================] - 0s 795us/step - loss: 0.3320 - accuracy: 0.8660
Epoch 429/500
113/113 [==============================] - 0s 808us/step - loss: 0.3318 - accuracy: 0.8651
Epoch 430/500
113/113 [==============================] - 0s 822us/step - loss: 0.3319 - accuracy: 0.8646
Epoch 431/500
113/113 [==============================] - 0s 792us/step - loss: 0.3319 - accuracy: 0.8653
Epoch 432/500
113/113 [==============================] - 0s 797us/step - loss: 0.3317 - accuracy: 0.8660
Epoch 433/500
113/113 [==============================] - 0s 788us/step - loss: 0.3319 - accuracy: 0.8653
Epoch 434/500
113/113 [==============================] - 0s 789us/step - loss: 0.3316 - accuracy: 0.8643
Epoch 435/500
113/113 [==============================] - 0s 801us/step - loss: 0.3317 - accuracy: 0.8649
Epoch 436/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3316 - accuracy: 0.8639
Epoch 437/500
113/113 [==============================] - 0s 794us/step - loss: 0.3314 - accuracy: 0.8646
Epoch 438/500
113/113 [==============================] - 0s 790us/step - loss: 0.3318 - accuracy: 0.8653
Epoch 439/500
113/113 [==============================] - 0s 825us/step - loss: 0.3314 - accuracy: 0.8647
Epoch 440/500
113/113 [==============================] - 0s 803us/step - loss: 0.3317 - accuracy: 0.8658
Epoch 441/500
113/113 [==============================] - 0s 816us/step - loss: 0.3316 - accuracy: 0.8646
Epoch 442/500
113/113 [==============================] - 0s 800us/step - loss: 0.3311 - accuracy: 0.8657
Epoch 443/500
113/113 [==============================] - 0s 791us/step - loss: 0.3315 - accuracy: 0.8643
Epoch 444/500
113/113 [==============================] - 0s 851us/step - loss: 0.3314 - accuracy: 0.8660
Epoch 445/500
113/113 [==============================] - 0s 807us/step - loss: 0.3311 - accuracy: 0.8647
Epoch 446/500
113/113 [==============================] - 0s 797us/step - loss: 0.3311 - accuracy: 0.8639
Epoch 447/500
113/113 [==============================] - 0s 808us/step - loss: 0.3314 - accuracy: 0.8661
Epoch 448/500
113/113 [==============================] - 0s 819us/step - loss: 0.3316 - accuracy: 0.8651
Epoch 449/500
113/113 [==============================] - 0s 831us/step - loss: 0.3316 - accuracy: 0.8646
Epoch 450/500
113/113 [==============================] - 0s 838us/step - loss: 0.3315 - accuracy: 0.8647
Epoch 451/500
113/113 [==============================] - 0s 794us/step - loss: 0.3311 - accuracy: 0.8662
Epoch 452/500
113/113 [==============================] - 0s 819us/step - loss: 0.3314 - accuracy: 0.8649
Epoch 453/500
113/113 [==============================] - 0s 816us/step - loss: 0.3314 - accuracy: 0.8640
Epoch 454/500
113/113 [==============================] - 0s 841us/step - loss: 0.3310 - accuracy: 0.8649
Epoch 455/500
113/113 [==============================] - 0s 795us/step - loss: 0.3311 - accuracy: 0.8649
Epoch 456/500
113/113 [==============================] - 0s 816us/step - loss: 0.3315 - accuracy: 0.8640
Epoch 457/500
113/113 [==============================] - 0s 819us/step - loss: 0.3309 - accuracy: 0.8647
Epoch 458/500
113/113 [==============================] - 0s 872us/step - loss: 0.3312 - accuracy: 0.8649
Epoch 459/500
113/113 [==============================] - 0s 788us/step - loss: 0.3312 - accuracy: 0.8660
Epoch 460/500
113/113 [==============================] - 0s 826us/step - loss: 0.3312 - accuracy: 0.8643
Epoch 461/500
113/113 [==============================] - 0s 808us/step - loss: 0.3313 - accuracy: 0.8651
Epoch 462/500
113/113 [==============================] - 0s 815us/step - loss: 0.3312 - accuracy: 0.8646
Epoch 463/500
113/113 [==============================] - 0s 791us/step - loss: 0.3309 - accuracy: 0.8660
Epoch 464/500
113/113 [==============================] - 0s 779us/step - loss: 0.3312 - accuracy: 0.8637
Epoch 465/500
113/113 [==============================] - 0s 820us/step - loss: 0.3309 - accuracy: 0.8653
Epoch 466/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3314 - accuracy: 0.8628
Epoch 467/500
113/113 [==============================] - 0s 827us/step - loss: 0.3312 - accuracy: 0.8640
Epoch 468/500
113/113 [==============================] - 0s 975us/step - loss: 0.3312 - accuracy: 0.8656
Epoch 469/500
113/113 [==============================] - 0s 815us/step - loss: 0.3311 - accuracy: 0.8647
Epoch 470/500
113/113 [==============================] - 0s 821us/step - loss: 0.3309 - accuracy: 0.8653
Epoch 471/500
113/113 [==============================] - 0s 808us/step - loss: 0.3303 - accuracy: 0.8644
Epoch 472/500
113/113 [==============================] - 0s 824us/step - loss: 0.3312 - accuracy: 0.8646
Epoch 473/500
113/113 [==============================] - 0s 835us/step - loss: 0.3311 - accuracy: 0.8643
Epoch 474/500
113/113 [==============================] - 0s 794us/step - loss: 0.3308 - accuracy: 0.8665
Epoch 475/500
113/113 [==============================] - 0s 828us/step - loss: 0.3312 - accuracy: 0.8653
Epoch 476/500
113/113 [==============================] - 0s 799us/step - loss: 0.3311 - accuracy: 0.8653
Epoch 477/500
113/113 [==============================] - 0s 800us/step - loss: 0.3313 - accuracy: 0.8640
Epoch 478/500
113/113 [==============================] - 0s 846us/step - loss: 0.3308 - accuracy: 0.8643
Epoch 479/500
113/113 [==============================] - 0s 857us/step - loss: 0.3310 - accuracy: 0.8646
Epoch 480/500
113/113 [==============================] - 0s 940us/step - loss: 0.3310 - accuracy: 0.8658
Epoch 481/500
113/113 [==============================] - 0s 800us/step - loss: 0.3312 - accuracy: 0.8653
Epoch 482/500
113/113 [==============================] - 0s 830us/step - loss: 0.3306 - accuracy: 0.8654
Epoch 483/500
113/113 [==============================] - 0s 819us/step - loss: 0.3311 - accuracy: 0.8658
Epoch 484/500
113/113 [==============================] - 0s 808us/step - loss: 0.3309 - accuracy: 0.8658
Epoch 485/500
113/113 [==============================] - 0s 828us/step - loss: 0.3309 - accuracy: 0.8650
Epoch 486/500
113/113 [==============================] - 0s 805us/step - loss: 0.3311 - accuracy: 0.8657
Epoch 487/500
113/113 [==============================] - 0s 833us/step - loss: 0.3310 - accuracy: 0.8653
Epoch 488/500
113/113 [==============================] - 0s 832us/step - loss: 0.3309 - accuracy: 0.8649
Epoch 489/500
113/113 [==============================] - 0s 961us/step - loss: 0.3309 - accuracy: 0.8653
Epoch 490/500
113/113 [==============================] - 0s 818us/step - loss: 0.3311 - accuracy: 0.8654
Epoch 491/500
113/113 [==============================] - 0s 822us/step - loss: 0.3310 - accuracy: 0.8636
Epoch 492/500
113/113 [==============================] - 0s 815us/step - loss: 0.3310 - accuracy: 0.8642
Epoch 493/500
113/113 [==============================] - 0s 840us/step - loss: 0.3311 - accuracy: 0.8643
Epoch 494/500
113/113 [==============================] - 0s 800us/step - loss: 0.3308 - accuracy: 0.8647
Epoch 495/500
113/113 [==============================] - 0s 804us/step - loss: 0.3307 - accuracy: 0.8654
Epoch 496/500
113/113 [==============================] - 0s 849us/step - loss: 0.3309 - accuracy: 0.8664
Epoch 497/500
113/113 [==============================] - 0s 800us/step - loss: 0.3309 - accuracy: 0.8647
Epoch 498/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3308 - accuracy: 0.8667
Epoch 499/500
113/113 [==============================] - 0s 800us/step - loss: 0.3308 - accuracy: 0.8640
Epoch 500/500
113/113 [==============================] - 0s 800us/step - loss: 0.3305 - accuracy: 0.8657
Epoch 1/500
113/113 [==============================] - 0s 848us/step - loss: 0.6513 - accuracy: 0.7981
Epoch 2/500
113/113 [==============================] - 0s 860us/step - loss: 0.5919 - accuracy: 0.7986
Epoch 3/500
113/113 [==============================] - 0s 856us/step - loss: 0.5574 - accuracy: 0.7986
Epoch 4/500
113/113 [==============================] - 0s 873us/step - loss: 0.5368 - accuracy: 0.7986
Epoch 5/500
113/113 [==============================] - 0s 998us/step - loss: 0.5244 - accuracy: 0.7986
Epoch 6/500
113/113 [==============================] - 0s 850us/step - loss: 0.5166 - accuracy: 0.7986
Epoch 7/500
113/113 [==============================] - 0s 991us/step - loss: 0.5117 - accuracy: 0.7986
Epoch 8/500
113/113 [==============================] - 0s 856us/step - loss: 0.5085 - accuracy: 0.7986
Epoch 9/500
113/113 [==============================] - 0s 900us/step - loss: 0.5065 - accuracy: 0.7986
Epoch 10/500
113/113 [==============================] - 0s 829us/step - loss: 0.5051 - accuracy: 0.7986
Epoch 11/500
113/113 [==============================] - 0s 845us/step - loss: 0.5042 - accuracy: 0.7986
Epoch 12/500
113/113 [==============================] - 0s 905us/step - loss: 0.5036 - accuracy: 0.7986
Epoch 13/500
113/113 [==============================] - 0s 848us/step - loss: 0.5032 - accuracy: 0.7986
Epoch 14/500
113/113 [==============================] - 0s 980us/step - loss: 0.5029 - accuracy: 0.7986
Epoch 15/500
113/113 [==============================] - 0s 845us/step - loss: 0.5027 - accuracy: 0.7986
Epoch 16/500
113/113 [==============================] - 0s 853us/step - loss: 0.5026 - accuracy: 0.7986
Epoch 17/500
113/113 [==============================] - 0s 881us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 18/500
113/113 [==============================] - 0s 863us/step - loss: 0.5025 - accuracy: 0.7986
Epoch 19/500
113/113 [==============================] - 0s 940us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 20/500
113/113 [==============================] - 0s 848us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 21/500
113/113 [==============================] - 0s 907us/step - loss: 0.5024 - accuracy: 0.7986
Epoch 22/500
113/113 [==============================] - 0s 847us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 23/500
113/113 [==============================] - 0s 850us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 24/500
113/113 [==============================] - 0s 942us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 25/500
113/113 [==============================] - 0s 973us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 26/500
113/113 [==============================] - 0s 866us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 27/500
113/113 [==============================] - 0s 859us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 28/500
113/113 [==============================] - 0s 888us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 29/500
113/113 [==============================] - 0s 867us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 30/500
113/113 [==============================] - 0s 850us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 31/500
113/113 [==============================] - 0s 889us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 32/500
113/113 [==============================] - 0s 867us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 33/500
113/113 [==============================] - 0s 924us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 34/500
113/113 [==============================] - 0s 822us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 35/500
113/113 [==============================] - 0s 847us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 36/500
113/113 [==============================] - 0s 929us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 37/500
113/113 [==============================] - 0s 843us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 38/500
113/113 [==============================] - 0s 939us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 39/500
113/113 [==============================] - 0s 841us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 40/500
113/113 [==============================] - 0s 854us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 41/500
113/113 [==============================] - 0s 908us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 42/500
113/113 [==============================] - 0s 849us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 43/500
113/113 [==============================] - 0s 950us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 44/500
113/113 [==============================] - 0s 956us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 45/500
113/113 [==============================] - 0s 843us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 46/500
113/113 [==============================] - 0s 957us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 47/500
113/113 [==============================] - 0s 858us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 48/500
113/113 [==============================] - 0s 896us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 49/500
113/113 [==============================] - 0s 850us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 50/500
113/113 [==============================] - 0s 930us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 51/500
113/113 [==============================] - 0s 864us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 52/500
113/113 [==============================] - 0s 841us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 53/500
113/113 [==============================] - 0s 961us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 54/500
113/113 [==============================] - 0s 922us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 55/500
113/113 [==============================] - 0s 894us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 56/500
113/113 [==============================] - 0s 846us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 57/500
113/113 [==============================] - 0s 851us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 58/500
113/113 [==============================] - 0s 945us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 59/500
113/113 [==============================] - 0s 867us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 60/500
113/113 [==============================] - 0s 878us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 61/500
113/113 [==============================] - 0s 932us/step - loss: 0.5023 - accuracy: 0.7986
Epoch 62/500
113/113 [==============================] - 0s 2ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 63/500
113/113 [==============================] - 0s 868us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 64/500
113/113 [==============================] - 0s 834us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 65/500
113/113 [==============================] - 0s 798us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 66/500
113/113 [==============================] - 0s 912us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 67/500
113/113 [==============================] - 0s 869us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 68/500
113/113 [==============================] - 0s 807us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 69/500
113/113 [==============================] - 0s 855us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 70/500
113/113 [==============================] - 0s 784us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 71/500
113/113 [==============================] - 0s 795us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 72/500
113/113 [==============================] - 0s 868us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 73/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7986
Epoch 74/500
113/113 [==============================] - 0s 837us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 75/500
113/113 [==============================] - 0s 799us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 76/500
113/113 [==============================] - 0s 820us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 77/500
113/113 [==============================] - 0s 847us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 78/500
113/113 [==============================] - 0s 816us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 79/500
113/113 [==============================] - 0s 814us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 80/500
113/113 [==============================] - 0s 838us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 81/500
113/113 [==============================] - 0s 816us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 82/500
113/113 [==============================] - 0s 951us/step - loss: 0.5022 - accuracy: 0.7986
Epoch 83/500
113/113 [==============================] - 0s 802us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 84/500
113/113 [==============================] - 0s 804us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 85/500
113/113 [==============================] - 0s 847us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 86/500
113/113 [==============================] - 0s 798us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 87/500
113/113 [==============================] - 0s 847us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 88/500
113/113 [==============================] - 0s 813us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 89/500
113/113 [==============================] - 0s 796us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 90/500
113/113 [==============================] - 0s 844us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 91/500
113/113 [==============================] - 0s 795us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 92/500
113/113 [==============================] - 0s 798us/step - loss: 0.5021 - accuracy: 0.7986
Epoch 93/500
113/113 [==============================] - 0s 991us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 94/500
113/113 [==============================] - 0s 815us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 95/500
113/113 [==============================] - 0s 873us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 96/500
113/113 [==============================] - 0s 801us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 97/500
113/113 [==============================] - 0s 783us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 98/500
113/113 [==============================] - 0s 857us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 99/500
113/113 [==============================] - 0s 799us/step - loss: 0.5020 - accuracy: 0.7986
Epoch 100/500
113/113 [==============================] - 0s 818us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 101/500
113/113 [==============================] - 0s 806us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 102/500
113/113 [==============================] - 0s 816us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 103/500
113/113 [==============================] - 0s 879us/step - loss: 0.5019 - accuracy: 0.7986
Epoch 104/500
113/113 [==============================] - 0s 805us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 105/500
113/113 [==============================] - 0s 803us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 106/500
113/113 [==============================] - 0s 949us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 107/500
113/113 [==============================] - 0s 784us/step - loss: 0.5018 - accuracy: 0.7986
Epoch 108/500
113/113 [==============================] - 0s 845us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 109/500
113/113 [==============================] - 0s 824us/step - loss: 0.5017 - accuracy: 0.7986
Epoch 110/500
113/113 [==============================] - 0s 814us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 111/500
113/113 [==============================] - 0s 857us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 112/500
113/113 [==============================] - 0s 792us/step - loss: 0.5016 - accuracy: 0.7986
Epoch 113/500
113/113 [==============================] - 0s 880us/step - loss: 0.5015 - accuracy: 0.7986
Epoch 114/500
113/113 [==============================] - 0s 865us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 115/500
113/113 [==============================] - 0s 802us/step - loss: 0.5014 - accuracy: 0.7986
Epoch 116/500
113/113 [==============================] - 0s 827us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 117/500
113/113 [==============================] - 0s 796us/step - loss: 0.5013 - accuracy: 0.7986
Epoch 118/500
113/113 [==============================] - 0s 814us/step - loss: 0.5012 - accuracy: 0.7986
Epoch 119/500
113/113 [==============================] - 0s 858us/step - loss: 0.5011 - accuracy: 0.7986
Epoch 120/500
113/113 [==============================] - 0s 810us/step - loss: 0.5010 - accuracy: 0.7986
Epoch 121/500
113/113 [==============================] - 0s 837us/step - loss: 0.5009 - accuracy: 0.7986
Epoch 122/500
113/113 [==============================] - 0s 800us/step - loss: 0.5008 - accuracy: 0.7986
Epoch 123/500
113/113 [==============================] - 0s 802us/step - loss: 0.5006 - accuracy: 0.7986
Epoch 124/500
113/113 [==============================] - 0s 965us/step - loss: 0.5005 - accuracy: 0.7986
Epoch 125/500
113/113 [==============================] - 0s 827us/step - loss: 0.5003 - accuracy: 0.7986
Epoch 126/500
113/113 [==============================] - 0s 819us/step - loss: 0.5002 - accuracy: 0.7986
Epoch 127/500
113/113 [==============================] - 0s 824us/step - loss: 0.5000 - accuracy: 0.7986
Epoch 128/500
113/113 [==============================] - 0s 801us/step - loss: 0.4997 - accuracy: 0.7986
Epoch 129/500
113/113 [==============================] - 0s 822us/step - loss: 0.4995 - accuracy: 0.7986
Epoch 130/500
113/113 [==============================] - 0s 809us/step - loss: 0.4992 - accuracy: 0.7986
Epoch 131/500
113/113 [==============================] - 0s 822us/step - loss: 0.4989 - accuracy: 0.7986
Epoch 132/500
113/113 [==============================] - 0s 849us/step - loss: 0.4985 - accuracy: 0.7986
Epoch 133/500
113/113 [==============================] - 0s 803us/step - loss: 0.4982 - accuracy: 0.7986
Epoch 134/500
113/113 [==============================] - 0s 917us/step - loss: 0.4977 - accuracy: 0.7986
Epoch 135/500
113/113 [==============================] - 0s 952us/step - loss: 0.4972 - accuracy: 0.7986
Epoch 136/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4967 - accuracy: 0.7986
Epoch 137/500
113/113 [==============================] - 0s 830us/step - loss: 0.4961 - accuracy: 0.7986
Epoch 138/500
113/113 [==============================] - 0s 834us/step - loss: 0.4954 - accuracy: 0.7986
Epoch 139/500
113/113 [==============================] - 0s 867us/step - loss: 0.4945 - accuracy: 0.7986
Epoch 140/500
113/113 [==============================] - 0s 863us/step - loss: 0.4936 - accuracy: 0.7986
Epoch 141/500
113/113 [==============================] - 0s 935us/step - loss: 0.4926 - accuracy: 0.7986
Epoch 142/500
113/113 [==============================] - 0s 859us/step - loss: 0.4914 - accuracy: 0.7986
Epoch 143/500
113/113 [==============================] - 0s 871us/step - loss: 0.4900 - accuracy: 0.7986
Epoch 144/500
113/113 [==============================] - 0s 873us/step - loss: 0.4885 - accuracy: 0.7986
Epoch 145/500
113/113 [==============================] - 0s 841us/step - loss: 0.4867 - accuracy: 0.7986
Epoch 146/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4847 - accuracy: 0.7986
Epoch 147/500
113/113 [==============================] - 0s 818us/step - loss: 0.4824 - accuracy: 0.7986
Epoch 148/500
113/113 [==============================] - 0s 815us/step - loss: 0.4798 - accuracy: 0.7986
Epoch 149/500
113/113 [==============================] - 0s 845us/step - loss: 0.4768 - accuracy: 0.7986
Epoch 150/500
113/113 [==============================] - 0s 845us/step - loss: 0.4736 - accuracy: 0.7986
Epoch 151/500
113/113 [==============================] - 0s 843us/step - loss: 0.4700 - accuracy: 0.7986
Epoch 152/500
113/113 [==============================] - 0s 813us/step - loss: 0.4661 - accuracy: 0.7986
Epoch 153/500
113/113 [==============================] - 0s 846us/step - loss: 0.4619 - accuracy: 0.7986
Epoch 154/500
113/113 [==============================] - 0s 834us/step - loss: 0.4575 - accuracy: 0.7986
Epoch 155/500
113/113 [==============================] - 0s 848us/step - loss: 0.4531 - accuracy: 0.7986
Epoch 156/500
113/113 [==============================] - 0s 869us/step - loss: 0.4488 - accuracy: 0.7986
Epoch 157/500
113/113 [==============================] - 0s 948us/step - loss: 0.4447 - accuracy: 0.7986
Epoch 158/500
113/113 [==============================] - 0s 956us/step - loss: 0.4410 - accuracy: 0.7987
Epoch 159/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7983
Epoch 160/500
113/113 [==============================] - 0s 999us/step - loss: 0.4349 - accuracy: 0.7985
Epoch 161/500
113/113 [==============================] - 0s 879us/step - loss: 0.4326 - accuracy: 0.7978
Epoch 162/500
113/113 [==============================] - 0s 855us/step - loss: 0.4308 - accuracy: 0.7975
Epoch 163/500
113/113 [==============================] - 0s 811us/step - loss: 0.4294 - accuracy: 0.7983
Epoch 164/500
113/113 [==============================] - 0s 851us/step - loss: 0.4283 - accuracy: 0.7996
Epoch 165/500
113/113 [==============================] - 0s 816us/step - loss: 0.4274 - accuracy: 0.8004
Epoch 166/500
113/113 [==============================] - 0s 831us/step - loss: 0.4266 - accuracy: 0.8019
Epoch 167/500
113/113 [==============================] - 0s 807us/step - loss: 0.4260 - accuracy: 0.8024
Epoch 168/500
113/113 [==============================] - 0s 790us/step - loss: 0.4254 - accuracy: 0.8043
Epoch 169/500
113/113 [==============================] - 0s 819us/step - loss: 0.4249 - accuracy: 0.8054
Epoch 170/500
113/113 [==============================] - 0s 818us/step - loss: 0.4245 - accuracy: 0.8079
Epoch 171/500
113/113 [==============================] - 0s 793us/step - loss: 0.4240 - accuracy: 0.8087
Epoch 172/500
113/113 [==============================] - 0s 832us/step - loss: 0.4236 - accuracy: 0.8101
Epoch 173/500
113/113 [==============================] - 0s 794us/step - loss: 0.4232 - accuracy: 0.8089
Epoch 174/500
113/113 [==============================] - 0s 845us/step - loss: 0.4228 - accuracy: 0.8103
Epoch 175/500
113/113 [==============================] - 0s 850us/step - loss: 0.4225 - accuracy: 0.8117
Epoch 176/500
113/113 [==============================] - 0s 788us/step - loss: 0.4221 - accuracy: 0.8136
Epoch 177/500
113/113 [==============================] - 0s 861us/step - loss: 0.4216 - accuracy: 0.8144
Epoch 178/500
113/113 [==============================] - 0s 793us/step - loss: 0.4212 - accuracy: 0.8167
Epoch 179/500
113/113 [==============================] - 0s 824us/step - loss: 0.4208 - accuracy: 0.8172
Epoch 180/500
113/113 [==============================] - 0s 788us/step - loss: 0.4203 - accuracy: 0.8189
Epoch 181/500
113/113 [==============================] - 0s 816us/step - loss: 0.4198 - accuracy: 0.8199
Epoch 182/500
113/113 [==============================] - 0s 818us/step - loss: 0.4193 - accuracy: 0.8210
Epoch 183/500
113/113 [==============================] - 0s 797us/step - loss: 0.4188 - accuracy: 0.8226
Epoch 184/500
113/113 [==============================] - 0s 865us/step - loss: 0.4183 - accuracy: 0.8235
Epoch 185/500
113/113 [==============================] - 0s 819us/step - loss: 0.4178 - accuracy: 0.8250
Epoch 186/500
113/113 [==============================] - 0s 803us/step - loss: 0.4173 - accuracy: 0.8257
Epoch 187/500
113/113 [==============================] - 0s 821us/step - loss: 0.4168 - accuracy: 0.8254
Epoch 188/500
113/113 [==============================] - 0s 793us/step - loss: 0.4163 - accuracy: 0.8278
Epoch 189/500
113/113 [==============================] - 0s 789us/step - loss: 0.4158 - accuracy: 0.8278
Epoch 190/500
113/113 [==============================] - 0s 815us/step - loss: 0.4154 - accuracy: 0.8286
Epoch 191/500
113/113 [==============================] - 0s 802us/step - loss: 0.4150 - accuracy: 0.8285
Epoch 192/500
113/113 [==============================] - 0s 844us/step - loss: 0.4145 - accuracy: 0.8286
Epoch 193/500
113/113 [==============================] - 0s 835us/step - loss: 0.4141 - accuracy: 0.8288
Epoch 194/500
113/113 [==============================] - 0s 788us/step - loss: 0.4137 - accuracy: 0.8303
Epoch 195/500
113/113 [==============================] - 0s 860us/step - loss: 0.4133 - accuracy: 0.8303
Epoch 196/500
113/113 [==============================] - 0s 792us/step - loss: 0.4130 - accuracy: 0.8304
Epoch 197/500
113/113 [==============================] - 0s 802us/step - loss: 0.4126 - accuracy: 0.8310
Epoch 198/500
113/113 [==============================] - 0s 828us/step - loss: 0.4122 - accuracy: 0.8310
Epoch 199/500
113/113 [==============================] - 0s 791us/step - loss: 0.4119 - accuracy: 0.8307
Epoch 200/500
113/113 [==============================] - 0s 795us/step - loss: 0.4115 - accuracy: 0.8314
Epoch 201/500
113/113 [==============================] - 0s 822us/step - loss: 0.4111 - accuracy: 0.8313
Epoch 202/500
113/113 [==============================] - 0s 797us/step - loss: 0.4107 - accuracy: 0.8317
Epoch 203/500
113/113 [==============================] - 0s 826us/step - loss: 0.4104 - accuracy: 0.8319
Epoch 204/500
113/113 [==============================] - 0s 791us/step - loss: 0.4101 - accuracy: 0.8324
Epoch 205/500
113/113 [==============================] - 0s 789us/step - loss: 0.4097 - accuracy: 0.8321
Epoch 206/500
113/113 [==============================] - 0s 879us/step - loss: 0.4093 - accuracy: 0.8322
Epoch 207/500
113/113 [==============================] - 0s 800us/step - loss: 0.4090 - accuracy: 0.8333
Epoch 208/500
113/113 [==============================] - 0s 865us/step - loss: 0.4085 - accuracy: 0.8331
Epoch 209/500
113/113 [==============================] - 0s 818us/step - loss: 0.4082 - accuracy: 0.8329
Epoch 210/500
113/113 [==============================] - 0s 784us/step - loss: 0.4078 - accuracy: 0.8332
Epoch 211/500
113/113 [==============================] - 0s 813us/step - loss: 0.4074 - accuracy: 0.8335
Epoch 212/500
113/113 [==============================] - 0s 792us/step - loss: 0.4071 - accuracy: 0.8329
Epoch 213/500
113/113 [==============================] - 0s 797us/step - loss: 0.4067 - accuracy: 0.8340
Epoch 214/500
113/113 [==============================] - 0s 820us/step - loss: 0.4065 - accuracy: 0.8336
Epoch 215/500
113/113 [==============================] - 0s 804us/step - loss: 0.4061 - accuracy: 0.8332
Epoch 216/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4058 - accuracy: 0.8338
Epoch 217/500
113/113 [==============================] - 0s 806us/step - loss: 0.4056 - accuracy: 0.8347
Epoch 218/500
113/113 [==============================] - 0s 830us/step - loss: 0.4053 - accuracy: 0.8350
Epoch 219/500
113/113 [==============================] - 0s 834us/step - loss: 0.4050 - accuracy: 0.8351
Epoch 220/500
113/113 [==============================] - 0s 807us/step - loss: 0.4048 - accuracy: 0.8353
Epoch 221/500
113/113 [==============================] - 0s 813us/step - loss: 0.4045 - accuracy: 0.8344
Epoch 222/500
113/113 [==============================] - 0s 836us/step - loss: 0.4043 - accuracy: 0.8354
Epoch 223/500
113/113 [==============================] - 0s 818us/step - loss: 0.4040 - accuracy: 0.8351
Epoch 224/500
113/113 [==============================] - 0s 831us/step - loss: 0.4039 - accuracy: 0.8364
Epoch 225/500
113/113 [==============================] - 0s 800us/step - loss: 0.4037 - accuracy: 0.8354
Epoch 226/500
113/113 [==============================] - 0s 880us/step - loss: 0.4035 - accuracy: 0.8351
Epoch 227/500
113/113 [==============================] - 0s 828us/step - loss: 0.4033 - accuracy: 0.8356
Epoch 228/500
113/113 [==============================] - 0s 821us/step - loss: 0.4031 - accuracy: 0.8351
Epoch 229/500
113/113 [==============================] - 0s 949us/step - loss: 0.4030 - accuracy: 0.8356
Epoch 230/500
113/113 [==============================] - 0s 809us/step - loss: 0.4028 - accuracy: 0.8357
Epoch 231/500
113/113 [==============================] - 0s 810us/step - loss: 0.4027 - accuracy: 0.8356
Epoch 232/500
113/113 [==============================] - 0s 833us/step - loss: 0.4025 - accuracy: 0.8353
Epoch 233/500
113/113 [==============================] - 0s 808us/step - loss: 0.4023 - accuracy: 0.8365
Epoch 234/500
113/113 [==============================] - 0s 821us/step - loss: 0.4021 - accuracy: 0.8369
Epoch 235/500
113/113 [==============================] - 0s 837us/step - loss: 0.4020 - accuracy: 0.8357
Epoch 236/500
113/113 [==============================] - 0s 837us/step - loss: 0.4018 - accuracy: 0.8364
Epoch 237/500
113/113 [==============================] - 0s 879us/step - loss: 0.4017 - accuracy: 0.8367
Epoch 238/500
113/113 [==============================] - 0s 815us/step - loss: 0.4014 - accuracy: 0.8367
Epoch 239/500
113/113 [==============================] - 0s 814us/step - loss: 0.4014 - accuracy: 0.8367
Epoch 240/500
113/113 [==============================] - 0s 839us/step - loss: 0.4012 - accuracy: 0.8360
Epoch 241/500
113/113 [==============================] - 0s 798us/step - loss: 0.4011 - accuracy: 0.8367
Epoch 242/500
113/113 [==============================] - 0s 824us/step - loss: 0.4010 - accuracy: 0.8364
Epoch 243/500
113/113 [==============================] - 0s 803us/step - loss: 0.4008 - accuracy: 0.8368
Epoch 244/500
113/113 [==============================] - 0s 807us/step - loss: 0.4005 - accuracy: 0.8363
Epoch 245/500
113/113 [==============================] - 0s 856us/step - loss: 0.4006 - accuracy: 0.8367
Epoch 246/500
113/113 [==============================] - 0s 803us/step - loss: 0.4004 - accuracy: 0.8365
Epoch 247/500
113/113 [==============================] - 0s 809us/step - loss: 0.4002 - accuracy: 0.8375
Epoch 248/500
113/113 [==============================] - 0s 896us/step - loss: 0.3999 - accuracy: 0.8381
Epoch 249/500
113/113 [==============================] - 0s 816us/step - loss: 0.4000 - accuracy: 0.8365
Epoch 250/500
113/113 [==============================] - 0s 886us/step - loss: 0.3998 - accuracy: 0.8369
Epoch 251/500
113/113 [==============================] - 0s 817us/step - loss: 0.3998 - accuracy: 0.8372
Epoch 252/500
113/113 [==============================] - 0s 804us/step - loss: 0.3996 - accuracy: 0.8375
Epoch 253/500
113/113 [==============================] - 0s 838us/step - loss: 0.3995 - accuracy: 0.8376
Epoch 254/500
113/113 [==============================] - 0s 807us/step - loss: 0.3993 - accuracy: 0.8376
Epoch 255/500
113/113 [==============================] - 0s 849us/step - loss: 0.3991 - accuracy: 0.8374
Epoch 256/500
113/113 [==============================] - 0s 795us/step - loss: 0.3991 - accuracy: 0.8376
Epoch 257/500
113/113 [==============================] - 0s 949us/step - loss: 0.3989 - accuracy: 0.8379
Epoch 258/500
113/113 [==============================] - 0s 851us/step - loss: 0.3988 - accuracy: 0.8369
Epoch 259/500
113/113 [==============================] - 0s 786us/step - loss: 0.3986 - accuracy: 0.8369
Epoch 260/500
113/113 [==============================] - 0s 833us/step - loss: 0.3985 - accuracy: 0.8372
Epoch 261/500
113/113 [==============================] - 0s 808us/step - loss: 0.3984 - accuracy: 0.8369
Epoch 262/500
113/113 [==============================] - 0s 806us/step - loss: 0.3983 - accuracy: 0.8374
Epoch 263/500
113/113 [==============================] - 0s 833us/step - loss: 0.3982 - accuracy: 0.8374
Epoch 264/500
113/113 [==============================] - 0s 804us/step - loss: 0.3980 - accuracy: 0.8379
Epoch 265/500
113/113 [==============================] - 0s 812us/step - loss: 0.3978 - accuracy: 0.8358
Epoch 266/500
113/113 [==============================] - 0s 837us/step - loss: 0.3977 - accuracy: 0.8367
Epoch 267/500
113/113 [==============================] - 0s 802us/step - loss: 0.3977 - accuracy: 0.8369
Epoch 268/500
113/113 [==============================] - 0s 855us/step - loss: 0.3976 - accuracy: 0.8369
Epoch 269/500
113/113 [==============================] - 0s 848us/step - loss: 0.3973 - accuracy: 0.8367
Epoch 270/500
113/113 [==============================] - 0s 812us/step - loss: 0.3973 - accuracy: 0.8378
Epoch 271/500
113/113 [==============================] - 0s 853us/step - loss: 0.3972 - accuracy: 0.8364
Epoch 272/500
113/113 [==============================] - 0s 800us/step - loss: 0.3971 - accuracy: 0.8368
Epoch 273/500
113/113 [==============================] - 0s 792us/step - loss: 0.3969 - accuracy: 0.8369
Epoch 274/500
113/113 [==============================] - 0s 838us/step - loss: 0.3967 - accuracy: 0.8376
Epoch 275/500
113/113 [==============================] - 0s 802us/step - loss: 0.3965 - accuracy: 0.8376
Epoch 276/500
113/113 [==============================] - 0s 865us/step - loss: 0.3964 - accuracy: 0.8361
Epoch 277/500
113/113 [==============================] - 0s 807us/step - loss: 0.3964 - accuracy: 0.8367
Epoch 278/500
113/113 [==============================] - 0s 807us/step - loss: 0.3962 - accuracy: 0.8374
Epoch 279/500
113/113 [==============================] - 0s 946us/step - loss: 0.3961 - accuracy: 0.8372
Epoch 280/500
113/113 [==============================] - 0s 808us/step - loss: 0.3960 - accuracy: 0.8365
Epoch 281/500
113/113 [==============================] - 0s 837us/step - loss: 0.3957 - accuracy: 0.8372
Epoch 282/500
113/113 [==============================] - 0s 799us/step - loss: 0.3957 - accuracy: 0.8371
Epoch 283/500
113/113 [==============================] - 0s 812us/step - loss: 0.3955 - accuracy: 0.8375
Epoch 284/500
113/113 [==============================] - 0s 865us/step - loss: 0.3954 - accuracy: 0.8354
Epoch 285/500
113/113 [==============================] - 0s 807us/step - loss: 0.3954 - accuracy: 0.8374
Epoch 286/500
113/113 [==============================] - 0s 828us/step - loss: 0.3950 - accuracy: 0.8365
Epoch 287/500
113/113 [==============================] - 0s 839us/step - loss: 0.3950 - accuracy: 0.8363
Epoch 288/500
113/113 [==============================] - 0s 839us/step - loss: 0.3950 - accuracy: 0.8372
Epoch 289/500
113/113 [==============================] - 0s 850us/step - loss: 0.3947 - accuracy: 0.8367
Epoch 290/500
113/113 [==============================] - 0s 819us/step - loss: 0.3946 - accuracy: 0.8368
Epoch 291/500
113/113 [==============================] - 0s 847us/step - loss: 0.3945 - accuracy: 0.8367
Epoch 292/500
113/113 [==============================] - 0s 838us/step - loss: 0.3944 - accuracy: 0.8367
Epoch 293/500
113/113 [==============================] - 0s 803us/step - loss: 0.3942 - accuracy: 0.8368
Epoch 294/500
113/113 [==============================] - 0s 831us/step - loss: 0.3941 - accuracy: 0.8364
Epoch 295/500
113/113 [==============================] - 0s 809us/step - loss: 0.3939 - accuracy: 0.8381
Epoch 296/500
113/113 [==============================] - 0s 816us/step - loss: 0.3938 - accuracy: 0.8365
Epoch 297/500
113/113 [==============================] - 0s 840us/step - loss: 0.3937 - accuracy: 0.8367
Epoch 298/500
113/113 [==============================] - 0s 803us/step - loss: 0.3935 - accuracy: 0.8375
Epoch 299/500
113/113 [==============================] - 0s 838us/step - loss: 0.3936 - accuracy: 0.8372
Epoch 300/500
113/113 [==============================] - 0s 851us/step - loss: 0.3933 - accuracy: 0.8372
Epoch 301/500
113/113 [==============================] - 0s 799us/step - loss: 0.3931 - accuracy: 0.8375
Epoch 302/500
113/113 [==============================] - 0s 842us/step - loss: 0.3928 - accuracy: 0.8390
Epoch 303/500
113/113 [==============================] - 0s 801us/step - loss: 0.3929 - accuracy: 0.8375
Epoch 304/500
113/113 [==============================] - 0s 806us/step - loss: 0.3927 - accuracy: 0.8367
Epoch 305/500
113/113 [==============================] - 0s 830us/step - loss: 0.3925 - accuracy: 0.8376
Epoch 306/500
113/113 [==============================] - 0s 855us/step - loss: 0.3925 - accuracy: 0.8368
Epoch 307/500
113/113 [==============================] - 0s 839us/step - loss: 0.3923 - accuracy: 0.8376
Epoch 308/500
113/113 [==============================] - 0s 814us/step - loss: 0.3920 - accuracy: 0.8386
Epoch 309/500
113/113 [==============================] - 0s 885us/step - loss: 0.3922 - accuracy: 0.8369
Epoch 310/500
113/113 [==============================] - 0s 830us/step - loss: 0.3918 - accuracy: 0.8371
Epoch 311/500
113/113 [==============================] - 0s 813us/step - loss: 0.3918 - accuracy: 0.8376
Epoch 312/500
113/113 [==============================] - 0s 887us/step - loss: 0.3917 - accuracy: 0.8375
Epoch 313/500
113/113 [==============================] - 0s 841us/step - loss: 0.3914 - accuracy: 0.8382
Epoch 314/500
113/113 [==============================] - 0s 804us/step - loss: 0.3913 - accuracy: 0.8372
Epoch 315/500
113/113 [==============================] - 0s 830us/step - loss: 0.3911 - accuracy: 0.8382
Epoch 316/500
113/113 [==============================] - 0s 804us/step - loss: 0.3911 - accuracy: 0.8371
Epoch 317/500
113/113 [==============================] - 0s 804us/step - loss: 0.3909 - accuracy: 0.8367
Epoch 318/500
113/113 [==============================] - 0s 838us/step - loss: 0.3904 - accuracy: 0.8371
Epoch 319/500
113/113 [==============================] - 0s 806us/step - loss: 0.3906 - accuracy: 0.8363
Epoch 320/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3904 - accuracy: 0.8368
Epoch 321/500
113/113 [==============================] - 0s 874us/step - loss: 0.3903 - accuracy: 0.8374
Epoch 322/500
113/113 [==============================] - 0s 801us/step - loss: 0.3903 - accuracy: 0.8372
Epoch 323/500
113/113 [==============================] - 0s 841us/step - loss: 0.3899 - accuracy: 0.8372
Epoch 324/500
113/113 [==============================] - 0s 853us/step - loss: 0.3900 - accuracy: 0.8378
Epoch 325/500
113/113 [==============================] - 0s 855us/step - loss: 0.3900 - accuracy: 0.8381
Epoch 326/500
113/113 [==============================] - 0s 811us/step - loss: 0.3897 - accuracy: 0.8375
Epoch 327/500
113/113 [==============================] - 0s 810us/step - loss: 0.3895 - accuracy: 0.8374
Epoch 328/500
113/113 [==============================] - 0s 840us/step - loss: 0.3894 - accuracy: 0.8369
Epoch 329/500
113/113 [==============================] - 0s 803us/step - loss: 0.3895 - accuracy: 0.8378
Epoch 330/500
113/113 [==============================] - 0s 909us/step - loss: 0.3894 - accuracy: 0.8379
Epoch 331/500
113/113 [==============================] - 0s 814us/step - loss: 0.3892 - accuracy: 0.8376
Epoch 332/500
113/113 [==============================] - 0s 821us/step - loss: 0.3891 - accuracy: 0.8378
Epoch 333/500
113/113 [==============================] - 0s 844us/step - loss: 0.3890 - accuracy: 0.8365
Epoch 334/500
113/113 [==============================] - 0s 799us/step - loss: 0.3890 - accuracy: 0.8361
Epoch 335/500
113/113 [==============================] - 0s 798us/step - loss: 0.3890 - accuracy: 0.8365
Epoch 336/500
113/113 [==============================] - 0s 839us/step - loss: 0.3888 - accuracy: 0.8375
Epoch 337/500
113/113 [==============================] - 0s 808us/step - loss: 0.3889 - accuracy: 0.8374
Epoch 338/500
113/113 [==============================] - 0s 828us/step - loss: 0.3885 - accuracy: 0.8374
Epoch 339/500
113/113 [==============================] - 0s 820us/step - loss: 0.3887 - accuracy: 0.8374
Epoch 340/500
113/113 [==============================] - 0s 819us/step - loss: 0.3884 - accuracy: 0.8382
Epoch 341/500
113/113 [==============================] - 0s 851us/step - loss: 0.3882 - accuracy: 0.8347
Epoch 342/500
113/113 [==============================] - 0s 810us/step - loss: 0.3884 - accuracy: 0.8365
Epoch 343/500
113/113 [==============================] - 0s 799us/step - loss: 0.3883 - accuracy: 0.8371
Epoch 344/500
113/113 [==============================] - 0s 834us/step - loss: 0.3880 - accuracy: 0.8376
Epoch 345/500
113/113 [==============================] - 0s 798us/step - loss: 0.3878 - accuracy: 0.8374
Epoch 346/500
113/113 [==============================] - 0s 828us/step - loss: 0.3880 - accuracy: 0.8357
Epoch 347/500
113/113 [==============================] - 0s 807us/step - loss: 0.3878 - accuracy: 0.8367
Epoch 348/500
113/113 [==============================] - 0s 810us/step - loss: 0.3880 - accuracy: 0.8374
Epoch 349/500
113/113 [==============================] - 0s 834us/step - loss: 0.3876 - accuracy: 0.8374
Epoch 350/500
113/113 [==============================] - 0s 835us/step - loss: 0.3878 - accuracy: 0.8368
Epoch 351/500
113/113 [==============================] - 0s 850us/step - loss: 0.3878 - accuracy: 0.8375
Epoch 352/500
113/113 [==============================] - 0s 806us/step - loss: 0.3878 - accuracy: 0.8374
Epoch 353/500
113/113 [==============================] - 0s 811us/step - loss: 0.3876 - accuracy: 0.8369
Epoch 354/500
113/113 [==============================] - 0s 863us/step - loss: 0.3875 - accuracy: 0.8381
Epoch 355/500
113/113 [==============================] - 0s 808us/step - loss: 0.3875 - accuracy: 0.8371
Epoch 356/500
113/113 [==============================] - 0s 808us/step - loss: 0.3873 - accuracy: 0.8363
Epoch 357/500
113/113 [==============================] - 0s 858us/step - loss: 0.3876 - accuracy: 0.8367
Epoch 358/500
113/113 [==============================] - 0s 807us/step - loss: 0.3874 - accuracy: 0.8365
Epoch 359/500
113/113 [==============================] - 0s 833us/step - loss: 0.3876 - accuracy: 0.8369
Epoch 360/500
113/113 [==============================] - 0s 821us/step - loss: 0.3874 - accuracy: 0.8364
Epoch 361/500
113/113 [==============================] - 0s 840us/step - loss: 0.3871 - accuracy: 0.8364
Epoch 362/500
113/113 [==============================] - 0s 854us/step - loss: 0.3873 - accuracy: 0.8364
Epoch 363/500
113/113 [==============================] - 0s 806us/step - loss: 0.3869 - accuracy: 0.8360
Epoch 364/500
113/113 [==============================] - 0s 808us/step - loss: 0.3870 - accuracy: 0.8364
Epoch 365/500
113/113 [==============================] - 0s 852us/step - loss: 0.3870 - accuracy: 0.8375
Epoch 366/500
113/113 [==============================] - 0s 802us/step - loss: 0.3867 - accuracy: 0.8368
Epoch 367/500
113/113 [==============================] - 0s 841us/step - loss: 0.3868 - accuracy: 0.8376
Epoch 368/500
113/113 [==============================] - 0s 807us/step - loss: 0.3866 - accuracy: 0.8386
Epoch 369/500
113/113 [==============================] - 0s 801us/step - loss: 0.3867 - accuracy: 0.8368
Epoch 370/500
113/113 [==============================] - 0s 824us/step - loss: 0.3869 - accuracy: 0.8371
Epoch 371/500
113/113 [==============================] - 0s 829us/step - loss: 0.3866 - accuracy: 0.8381
Epoch 372/500
113/113 [==============================] - 0s 967us/step - loss: 0.3866 - accuracy: 0.8372
Epoch 373/500
113/113 [==============================] - 0s 824us/step - loss: 0.3866 - accuracy: 0.8374
Epoch 374/500
113/113 [==============================] - 0s 805us/step - loss: 0.3865 - accuracy: 0.8372
Epoch 375/500
113/113 [==============================] - 0s 878us/step - loss: 0.3866 - accuracy: 0.8372
Epoch 376/500
113/113 [==============================] - 0s 867us/step - loss: 0.3865 - accuracy: 0.8372
Epoch 377/500
113/113 [==============================] - 0s 836us/step - loss: 0.3865 - accuracy: 0.8356
Epoch 378/500
113/113 [==============================] - 0s 815us/step - loss: 0.3864 - accuracy: 0.8358
Epoch 379/500
113/113 [==============================] - 0s 809us/step - loss: 0.3862 - accuracy: 0.8368
Epoch 380/500
113/113 [==============================] - 0s 836us/step - loss: 0.3863 - accuracy: 0.8364
Epoch 381/500
113/113 [==============================] - 0s 817us/step - loss: 0.3862 - accuracy: 0.8379
Epoch 382/500
113/113 [==============================] - 0s 885us/step - loss: 0.3862 - accuracy: 0.8371
Epoch 383/500
113/113 [==============================] - 0s 835us/step - loss: 0.3858 - accuracy: 0.8379
Epoch 384/500
113/113 [==============================] - 0s 819us/step - loss: 0.3859 - accuracy: 0.8364
Epoch 385/500
113/113 [==============================] - 0s 839us/step - loss: 0.3860 - accuracy: 0.8381
Epoch 386/500
113/113 [==============================] - 0s 826us/step - loss: 0.3858 - accuracy: 0.8383
Epoch 387/500
113/113 [==============================] - 0s 809us/step - loss: 0.3858 - accuracy: 0.8379
Epoch 388/500
113/113 [==============================] - 0s 839us/step - loss: 0.3855 - accuracy: 0.8372
Epoch 389/500
113/113 [==============================] - 0s 809us/step - loss: 0.3856 - accuracy: 0.8381
Epoch 390/500
113/113 [==============================] - 0s 841us/step - loss: 0.3855 - accuracy: 0.8381
Epoch 391/500
113/113 [==============================] - 0s 806us/step - loss: 0.3852 - accuracy: 0.8378
Epoch 392/500
113/113 [==============================] - 0s 823us/step - loss: 0.3853 - accuracy: 0.8363
Epoch 393/500
113/113 [==============================] - 0s 922us/step - loss: 0.3851 - accuracy: 0.8378
Epoch 394/500
113/113 [==============================] - 0s 816us/step - loss: 0.3849 - accuracy: 0.8372
Epoch 395/500
113/113 [==============================] - 0s 812us/step - loss: 0.3849 - accuracy: 0.8374
Epoch 396/500
113/113 [==============================] - 0s 844us/step - loss: 0.3845 - accuracy: 0.8374
Epoch 397/500
113/113 [==============================] - 0s 822us/step - loss: 0.3845 - accuracy: 0.8376
Epoch 398/500
113/113 [==============================] - 0s 832us/step - loss: 0.3843 - accuracy: 0.8379
Epoch 399/500
113/113 [==============================] - 0s 807us/step - loss: 0.3842 - accuracy: 0.8382
Epoch 400/500
113/113 [==============================] - 0s 798us/step - loss: 0.3840 - accuracy: 0.8364
Epoch 401/500
113/113 [==============================] - 0s 826us/step - loss: 0.3837 - accuracy: 0.8381
Epoch 402/500
113/113 [==============================] - 0s 818us/step - loss: 0.3836 - accuracy: 0.8365
Epoch 403/500
113/113 [==============================] - 0s 828us/step - loss: 0.3836 - accuracy: 0.8375
Epoch 404/500
113/113 [==============================] - 0s 813us/step - loss: 0.3831 - accuracy: 0.8371
Epoch 405/500
113/113 [==============================] - 0s 807us/step - loss: 0.3829 - accuracy: 0.8374
Epoch 406/500
113/113 [==============================] - 0s 833us/step - loss: 0.3827 - accuracy: 0.8385
Epoch 407/500
113/113 [==============================] - 0s 821us/step - loss: 0.3826 - accuracy: 0.8378
Epoch 408/500
113/113 [==============================] - 0s 798us/step - loss: 0.3826 - accuracy: 0.8382
Epoch 409/500
113/113 [==============================] - 0s 827us/step - loss: 0.3823 - accuracy: 0.8383
Epoch 410/500
113/113 [==============================] - 0s 802us/step - loss: 0.3816 - accuracy: 0.8393
Epoch 411/500
113/113 [==============================] - 0s 837us/step - loss: 0.3822 - accuracy: 0.8399
Epoch 412/500
113/113 [==============================] - 0s 801us/step - loss: 0.3818 - accuracy: 0.8376
Epoch 413/500
113/113 [==============================] - 0s 836us/step - loss: 0.3815 - accuracy: 0.8394
Epoch 414/500
113/113 [==============================] - 0s 865us/step - loss: 0.3814 - accuracy: 0.8385
Epoch 415/500
113/113 [==============================] - 0s 780us/step - loss: 0.3813 - accuracy: 0.8393
Epoch 416/500
113/113 [==============================] - 0s 834us/step - loss: 0.3814 - accuracy: 0.8376
Epoch 417/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3810 - accuracy: 0.8386
Epoch 418/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3806 - accuracy: 0.8394
Epoch 419/500
113/113 [==============================] - 0s 911us/step - loss: 0.3807 - accuracy: 0.8385
Epoch 420/500
113/113 [==============================] - 0s 807us/step - loss: 0.3802 - accuracy: 0.8399
Epoch 421/500
113/113 [==============================] - 0s 826us/step - loss: 0.3802 - accuracy: 0.8417
Epoch 422/500
113/113 [==============================] - 0s 804us/step - loss: 0.3797 - accuracy: 0.8400
Epoch 423/500
113/113 [==============================] - 0s 866us/step - loss: 0.3797 - accuracy: 0.8392
Epoch 424/500
113/113 [==============================] - 0s 851us/step - loss: 0.3797 - accuracy: 0.8397
Epoch 425/500
113/113 [==============================] - 0s 816us/step - loss: 0.3791 - accuracy: 0.8392
Epoch 426/500
113/113 [==============================] - 0s 800us/step - loss: 0.3793 - accuracy: 0.8404
Epoch 427/500
113/113 [==============================] - 0s 981us/step - loss: 0.3789 - accuracy: 0.8410
Epoch 428/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3784 - accuracy: 0.8408
Epoch 429/500
113/113 [==============================] - 0s 810us/step - loss: 0.3785 - accuracy: 0.8411
Epoch 430/500
113/113 [==============================] - 0s 815us/step - loss: 0.3784 - accuracy: 0.8415
Epoch 431/500
113/113 [==============================] - 0s 825us/step - loss: 0.3782 - accuracy: 0.8417
Epoch 432/500
113/113 [==============================] - 0s 802us/step - loss: 0.3782 - accuracy: 0.8413
Epoch 433/500
113/113 [==============================] - 0s 878us/step - loss: 0.3777 - accuracy: 0.8417
Epoch 434/500
113/113 [==============================] - 0s 809us/step - loss: 0.3776 - accuracy: 0.8407
Epoch 435/500
113/113 [==============================] - 0s 813us/step - loss: 0.3774 - accuracy: 0.8407
Epoch 436/500
113/113 [==============================] - 0s 851us/step - loss: 0.3772 - accuracy: 0.8425
Epoch 437/500
113/113 [==============================] - 0s 803us/step - loss: 0.3770 - accuracy: 0.8417
Epoch 438/500
113/113 [==============================] - 0s 826us/step - loss: 0.3771 - accuracy: 0.8431
Epoch 439/500
113/113 [==============================] - 0s 836us/step - loss: 0.3768 - accuracy: 0.8433
Epoch 440/500
113/113 [==============================] - 0s 801us/step - loss: 0.3765 - accuracy: 0.8419
Epoch 441/500
113/113 [==============================] - 0s 826us/step - loss: 0.3765 - accuracy: 0.8424
Epoch 442/500
113/113 [==============================] - 0s 797us/step - loss: 0.3761 - accuracy: 0.8435
Epoch 443/500
113/113 [==============================] - 0s 846us/step - loss: 0.3761 - accuracy: 0.8436
Epoch 444/500
113/113 [==============================] - 0s 854us/step - loss: 0.3758 - accuracy: 0.8424
Epoch 445/500
113/113 [==============================] - 0s 800us/step - loss: 0.3757 - accuracy: 0.8435
Epoch 446/500
113/113 [==============================] - 0s 810us/step - loss: 0.3758 - accuracy: 0.8424
Epoch 447/500
113/113 [==============================] - 0s 801us/step - loss: 0.3753 - accuracy: 0.8421
Epoch 448/500
113/113 [==============================] - 0s 809us/step - loss: 0.3751 - accuracy: 0.8433
Epoch 449/500
113/113 [==============================] - 0s 835us/step - loss: 0.3751 - accuracy: 0.8435
Epoch 450/500
113/113 [==============================] - 0s 809us/step - loss: 0.3747 - accuracy: 0.8450
Epoch 451/500
113/113 [==============================] - 0s 837us/step - loss: 0.3745 - accuracy: 0.8446
Epoch 452/500
113/113 [==============================] - 0s 825us/step - loss: 0.3748 - accuracy: 0.8433
Epoch 453/500
113/113 [==============================] - 0s 795us/step - loss: 0.3747 - accuracy: 0.8443
Epoch 454/500
113/113 [==============================] - 0s 829us/step - loss: 0.3744 - accuracy: 0.8443
Epoch 455/500
113/113 [==============================] - 0s 802us/step - loss: 0.3741 - accuracy: 0.8446
Epoch 456/500
113/113 [==============================] - 0s 814us/step - loss: 0.3740 - accuracy: 0.8431
Epoch 457/500
113/113 [==============================] - 0s 877us/step - loss: 0.3737 - accuracy: 0.8462
Epoch 458/500
113/113 [==============================] - 0s 826us/step - loss: 0.3736 - accuracy: 0.8440
Epoch 459/500
113/113 [==============================] - 0s 831us/step - loss: 0.3736 - accuracy: 0.8464
Epoch 460/500
113/113 [==============================] - 0s 831us/step - loss: 0.3735 - accuracy: 0.8446
Epoch 461/500
113/113 [==============================] - 0s 813us/step - loss: 0.3731 - accuracy: 0.8425
Epoch 462/500
113/113 [==============================] - 0s 832us/step - loss: 0.3731 - accuracy: 0.8432
Epoch 463/500
113/113 [==============================] - 0s 800us/step - loss: 0.3732 - accuracy: 0.8464
Epoch 464/500
113/113 [==============================] - 0s 804us/step - loss: 0.3729 - accuracy: 0.8462
Epoch 465/500
113/113 [==============================] - 0s 843us/step - loss: 0.3731 - accuracy: 0.8464
Epoch 466/500
113/113 [==============================] - 0s 861us/step - loss: 0.3723 - accuracy: 0.8461
Epoch 467/500
113/113 [==============================] - 0s 823us/step - loss: 0.3728 - accuracy: 0.8454
Epoch 468/500
113/113 [==============================] - 0s 800us/step - loss: 0.3726 - accuracy: 0.8456
Epoch 469/500
113/113 [==============================] - 0s 819us/step - loss: 0.3719 - accuracy: 0.8450
Epoch 470/500
113/113 [==============================] - 0s 846us/step - loss: 0.3723 - accuracy: 0.8457
Epoch 471/500
113/113 [==============================] - 0s 820us/step - loss: 0.3717 - accuracy: 0.8444
Epoch 472/500
113/113 [==============================] - 0s 804us/step - loss: 0.3721 - accuracy: 0.8449
Epoch 473/500
113/113 [==============================] - 0s 825us/step - loss: 0.3718 - accuracy: 0.8469
Epoch 474/500
113/113 [==============================] - 0s 835us/step - loss: 0.3717 - accuracy: 0.8460
Epoch 475/500
113/113 [==============================] - 0s 856us/step - loss: 0.3712 - accuracy: 0.8475
Epoch 476/500
113/113 [==============================] - 0s 802us/step - loss: 0.3713 - accuracy: 0.8468
Epoch 477/500
113/113 [==============================] - 0s 827us/step - loss: 0.3711 - accuracy: 0.8464
Epoch 478/500
113/113 [==============================] - 0s 830us/step - loss: 0.3716 - accuracy: 0.8481
Epoch 479/500
113/113 [==============================] - 0s 806us/step - loss: 0.3714 - accuracy: 0.8461
Epoch 480/500
113/113 [==============================] - 0s 813us/step - loss: 0.3711 - accuracy: 0.8467
Epoch 481/500
113/113 [==============================] - 0s 832us/step - loss: 0.3706 - accuracy: 0.8471
Epoch 482/500
113/113 [==============================] - 0s 806us/step - loss: 0.3711 - accuracy: 0.8458
Epoch 483/500
113/113 [==============================] - 0s 837us/step - loss: 0.3711 - accuracy: 0.8479
Epoch 484/500
113/113 [==============================] - 0s 802us/step - loss: 0.3705 - accuracy: 0.8464
Epoch 485/500
113/113 [==============================] - 0s 824us/step - loss: 0.3707 - accuracy: 0.8464
Epoch 486/500
113/113 [==============================] - 0s 879us/step - loss: 0.3706 - accuracy: 0.8447
Epoch 487/500
113/113 [==============================] - 0s 805us/step - loss: 0.3705 - accuracy: 0.8471
Epoch 488/500
113/113 [==============================] - 0s 833us/step - loss: 0.3702 - accuracy: 0.8472
Epoch 489/500
113/113 [==============================] - 0s 799us/step - loss: 0.3702 - accuracy: 0.8486
Epoch 490/500
113/113 [==============================] - 0s 815us/step - loss: 0.3703 - accuracy: 0.8485
Epoch 491/500
113/113 [==============================] - 0s 846us/step - loss: 0.3702 - accuracy: 0.8476
Epoch 492/500
113/113 [==============================] - 0s 809us/step - loss: 0.3700 - accuracy: 0.8494
Epoch 493/500
113/113 [==============================] - 0s 818us/step - loss: 0.3700 - accuracy: 0.8485
Epoch 494/500
113/113 [==============================] - 0s 829us/step - loss: 0.3695 - accuracy: 0.8462
Epoch 495/500
113/113 [==============================] - 0s 803us/step - loss: 0.3700 - accuracy: 0.8478
Epoch 496/500
113/113 [==============================] - 0s 922us/step - loss: 0.3697 - accuracy: 0.8481
Epoch 497/500
113/113 [==============================] - 0s 819us/step - loss: 0.3700 - accuracy: 0.8490
Epoch 498/500
113/113 [==============================] - 0s 817us/step - loss: 0.3694 - accuracy: 0.8479
Epoch 499/500
113/113 [==============================] - 0s 835us/step - loss: 0.3695 - accuracy: 0.8478
Epoch 500/500
113/113 [==============================] - 0s 806us/step - loss: 0.3698 - accuracy: 0.8485
Epoch 1/500
113/113 [==============================] - 0s 819us/step - loss: 0.6520 - accuracy: 0.7964
Epoch 2/500
113/113 [==============================] - 0s 967us/step - loss: 0.5935 - accuracy: 0.7964
Epoch 3/500
113/113 [==============================] - 0s 870us/step - loss: 0.5595 - accuracy: 0.7964
Epoch 4/500
113/113 [==============================] - 0s 832us/step - loss: 0.5393 - accuracy: 0.7964
Epoch 5/500
113/113 [==============================] - 0s 870us/step - loss: 0.5270 - accuracy: 0.7964
Epoch 6/500
113/113 [==============================] - 0s 819us/step - loss: 0.5193 - accuracy: 0.7964
Epoch 7/500
113/113 [==============================] - 0s 827us/step - loss: 0.5145 - accuracy: 0.7964
Epoch 8/500
113/113 [==============================] - 0s 858us/step - loss: 0.5114 - accuracy: 0.7964
Epoch 9/500
113/113 [==============================] - 0s 824us/step - loss: 0.5094 - accuracy: 0.7964
Epoch 10/500
113/113 [==============================] - 0s 855us/step - loss: 0.5081 - accuracy: 0.7964
Epoch 11/500
113/113 [==============================] - 0s 816us/step - loss: 0.5072 - accuracy: 0.7964
Epoch 12/500
113/113 [==============================] - 0s 857us/step - loss: 0.5066 - accuracy: 0.7964
Epoch 13/500
113/113 [==============================] - 0s 864us/step - loss: 0.5062 - accuracy: 0.7964
Epoch 14/500
113/113 [==============================] - 0s 836us/step - loss: 0.5059 - accuracy: 0.7964
Epoch 15/500
113/113 [==============================] - 0s 906us/step - loss: 0.5058 - accuracy: 0.7964
Epoch 16/500
113/113 [==============================] - 0s 839us/step - loss: 0.5056 - accuracy: 0.7964
Epoch 17/500
113/113 [==============================] - 0s 828us/step - loss: 0.5056 - accuracy: 0.7964
Epoch 18/500
113/113 [==============================] - 0s 882us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 19/500
113/113 [==============================] - 0s 818us/step - loss: 0.5055 - accuracy: 0.7964
Epoch 20/500
113/113 [==============================] - 0s 865us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 21/500
113/113 [==============================] - 0s 821us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 22/500
113/113 [==============================] - 0s 819us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 23/500
113/113 [==============================] - 0s 991us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 24/500
113/113 [==============================] - 0s 822us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 25/500
113/113 [==============================] - 0s 866us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 26/500
113/113 [==============================] - 0s 826us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 27/500
113/113 [==============================] - 0s 833us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 28/500
113/113 [==============================] - 0s 863us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 29/500
113/113 [==============================] - 0s 852us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 30/500
113/113 [==============================] - 0s 855us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 31/500
113/113 [==============================] - 0s 831us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 32/500
113/113 [==============================] - 0s 901us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 33/500
113/113 [==============================] - 0s 822us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 34/500
113/113 [==============================] - 0s 827us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 35/500
113/113 [==============================] - 0s 841us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 36/500
113/113 [==============================] - 0s 842us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 37/500
113/113 [==============================] - 0s 833us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 38/500
113/113 [==============================] - 0s 837us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 39/500
113/113 [==============================] - 0s 847us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 40/500
113/113 [==============================] - 0s 844us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 41/500
113/113 [==============================] - 0s 832us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 42/500
113/113 [==============================] - 0s 865us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 43/500
113/113 [==============================] - 0s 844us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 44/500
113/113 [==============================] - 0s 873us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 45/500
113/113 [==============================] - 0s 857us/step - loss: 0.5054 - accuracy: 0.7964
Epoch 46/500
113/113 [==============================] - 0s 844us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 47/500
113/113 [==============================] - 0s 851us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 48/500
113/113 [==============================] - 0s 841us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 49/500
113/113 [==============================] - 0s 865us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 50/500
113/113 [==============================] - 0s 847us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 51/500
113/113 [==============================] - 0s 848us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 52/500
113/113 [==============================] - 0s 833us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 53/500
113/113 [==============================] - 0s 955us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 54/500
113/113 [==============================] - 0s 865us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 55/500
113/113 [==============================] - 0s 887us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 56/500
113/113 [==============================] - 0s 831us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 57/500
113/113 [==============================] - 0s 850us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 58/500
113/113 [==============================] - 0s 842us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 59/500
113/113 [==============================] - 0s 844us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 60/500
113/113 [==============================] - 0s 842us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 61/500
113/113 [==============================] - 0s 834us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 62/500
113/113 [==============================] - 0s 829us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 63/500
113/113 [==============================] - 0s 944us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 64/500
113/113 [==============================] - 0s 856us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 65/500
113/113 [==============================] - 0s 823us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 66/500
113/113 [==============================] - 0s 826us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 67/500
113/113 [==============================] - 0s 926us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 68/500
113/113 [==============================] - 0s 850us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 69/500
113/113 [==============================] - 0s 848us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 70/500
113/113 [==============================] - 0s 855us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 71/500
113/113 [==============================] - 0s 850us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 72/500
113/113 [==============================] - 0s 843us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 73/500
113/113 [==============================] - 0s 867us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 74/500
113/113 [==============================] - 0s 875us/step - loss: 0.5053 - accuracy: 0.7964
Epoch 75/500
113/113 [==============================] - 0s 836us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 76/500
113/113 [==============================] - 0s 850us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 77/500
113/113 [==============================] - 0s 846us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 78/500
113/113 [==============================] - 0s 838us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 79/500
113/113 [==============================] - 0s 840us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 80/500
113/113 [==============================] - 0s 846us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 81/500
113/113 [==============================] - 0s 827us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 82/500
113/113 [==============================] - 0s 826us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 83/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5052 - accuracy: 0.7964
Epoch 84/500
113/113 [==============================] - 0s 829us/step - loss: 0.5052 - accuracy: 0.7964
Epoch 85/500
113/113 [==============================] - 0s 836us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 86/500
113/113 [==============================] - 0s 821us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 87/500
113/113 [==============================] - 0s 836us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 88/500
113/113 [==============================] - 0s 838us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 89/500
113/113 [==============================] - 0s 843us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 90/500
113/113 [==============================] - 0s 850us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 91/500
113/113 [==============================] - 0s 841us/step - loss: 0.5051 - accuracy: 0.7964
Epoch 92/500
113/113 [==============================] - 0s 837us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 93/500
113/113 [==============================] - 0s 902us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 94/500
113/113 [==============================] - 0s 827us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 95/500
113/113 [==============================] - 0s 886us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 96/500
113/113 [==============================] - 0s 845us/step - loss: 0.5050 - accuracy: 0.7964
Epoch 97/500
113/113 [==============================] - 0s 851us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 98/500
113/113 [==============================] - 0s 849us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 99/500
113/113 [==============================] - 0s 847us/step - loss: 0.5049 - accuracy: 0.7964
Epoch 100/500
113/113 [==============================] - 0s 865us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 101/500
113/113 [==============================] - 0s 883us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 102/500
113/113 [==============================] - 0s 845us/step - loss: 0.5048 - accuracy: 0.7964
Epoch 103/500
113/113 [==============================] - 0s 982us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 104/500
113/113 [==============================] - 0s 853us/step - loss: 0.5047 - accuracy: 0.7964
Epoch 105/500
113/113 [==============================] - 0s 869us/step - loss: 0.5046 - accuracy: 0.7964
Epoch 106/500
113/113 [==============================] - 0s 857us/step - loss: 0.5046 - accuracy: 0.7964
Epoch 107/500
113/113 [==============================] - 0s 864us/step - loss: 0.5045 - accuracy: 0.7964
Epoch 108/500
113/113 [==============================] - 0s 862us/step - loss: 0.5045 - accuracy: 0.7964
Epoch 109/500
113/113 [==============================] - 0s 859us/step - loss: 0.5044 - accuracy: 0.7964
Epoch 110/500
113/113 [==============================] - 0s 875us/step - loss: 0.5044 - accuracy: 0.7964
Epoch 111/500
113/113 [==============================] - 0s 872us/step - loss: 0.5043 - accuracy: 0.7964
Epoch 112/500
113/113 [==============================] - 0s 841us/step - loss: 0.5042 - accuracy: 0.7964
Epoch 113/500
113/113 [==============================] - 0s 979us/step - loss: 0.5041 - accuracy: 0.7964
Epoch 114/500
113/113 [==============================] - 0s 852us/step - loss: 0.5041 - accuracy: 0.7964
Epoch 115/500
113/113 [==============================] - 0s 932us/step - loss: 0.5040 - accuracy: 0.7964
Epoch 116/500
113/113 [==============================] - 0s 851us/step - loss: 0.5039 - accuracy: 0.7964
Epoch 117/500
113/113 [==============================] - 0s 852us/step - loss: 0.5038 - accuracy: 0.7964
Epoch 118/500
113/113 [==============================] - 0s 859us/step - loss: 0.5037 - accuracy: 0.7964
Epoch 119/500
113/113 [==============================] - 0s 861us/step - loss: 0.5036 - accuracy: 0.7964
Epoch 120/500
113/113 [==============================] - 0s 866us/step - loss: 0.5034 - accuracy: 0.7964
Epoch 121/500
113/113 [==============================] - 0s 879us/step - loss: 0.5033 - accuracy: 0.79640s - loss: 0.5232 - accuracy: 0.78
Epoch 122/500
113/113 [==============================] - 0s 873us/step - loss: 0.5031 - accuracy: 0.7964
Epoch 123/500
113/113 [==============================] - 0s 910us/step - loss: 0.5030 - accuracy: 0.7964
Epoch 124/500
113/113 [==============================] - 0s 847us/step - loss: 0.5028 - accuracy: 0.7964
Epoch 125/500
113/113 [==============================] - ETA: 0s - loss: 0.4944 - accuracy: 0.80 - 0s 887us/step - loss: 0.5026 - accuracy: 0.7964
Epoch 126/500
113/113 [==============================] - 0s 847us/step - loss: 0.5024 - accuracy: 0.7964
Epoch 127/500
113/113 [==============================] - 0s 840us/step - loss: 0.5022 - accuracy: 0.7964
Epoch 128/500
113/113 [==============================] - 0s 853us/step - loss: 0.5019 - accuracy: 0.7964
Epoch 129/500
113/113 [==============================] - 0s 859us/step - loss: 0.5017 - accuracy: 0.7964
Epoch 130/500
113/113 [==============================] - 0s 879us/step - loss: 0.5014 - accuracy: 0.7964
Epoch 131/500
113/113 [==============================] - 0s 859us/step - loss: 0.5011 - accuracy: 0.7964
Epoch 132/500
113/113 [==============================] - 0s 866us/step - loss: 0.5008 - accuracy: 0.7964
Epoch 133/500
113/113 [==============================] - 0s 973us/step - loss: 0.5004 - accuracy: 0.7964
Epoch 134/500
113/113 [==============================] - 0s 836us/step - loss: 0.5000 - accuracy: 0.7964
Epoch 135/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4996 - accuracy: 0.7964
Epoch 136/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4991 - accuracy: 0.7964
Epoch 137/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4986 - accuracy: 0.7964
Epoch 138/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4981 - accuracy: 0.7964
Epoch 139/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4975 - accuracy: 0.7964
Epoch 140/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4968 - accuracy: 0.7964
Epoch 141/500
113/113 [==============================] - 0s 870us/step - loss: 0.4961 - accuracy: 0.7964
Epoch 142/500
113/113 [==============================] - 0s 975us/step - loss: 0.4954 - accuracy: 0.7964
Epoch 143/500
113/113 [==============================] - 0s 997us/step - loss: 0.4946 - accuracy: 0.7964
Epoch 144/500
113/113 [==============================] - 0s 856us/step - loss: 0.4937 - accuracy: 0.7964
Epoch 145/500
113/113 [==============================] - 0s 786us/step - loss: 0.4927 - accuracy: 0.7964
Epoch 146/500
113/113 [==============================] - 0s 919us/step - loss: 0.4917 - accuracy: 0.7964
Epoch 147/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4906 - accuracy: 0.7964
Epoch 148/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4893 - accuracy: 0.7964
Epoch 149/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4880 - accuracy: 0.7964
Epoch 150/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4866 - accuracy: 0.7964
Epoch 151/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4851 - accuracy: 0.7964
Epoch 152/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4835 - accuracy: 0.7964
Epoch 153/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4817 - accuracy: 0.7964
Epoch 154/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4799 - accuracy: 0.7964
Epoch 155/500
113/113 [==============================] - 0s 930us/step - loss: 0.4779 - accuracy: 0.7964
Epoch 156/500
113/113 [==============================] - 0s 937us/step - loss: 0.4757 - accuracy: 0.7964
Epoch 157/500
113/113 [==============================] - 0s 947us/step - loss: 0.4735 - accuracy: 0.7964
Epoch 158/500
113/113 [==============================] - 0s 968us/step - loss: 0.4711 - accuracy: 0.7964
Epoch 159/500
113/113 [==============================] - 0s 890us/step - loss: 0.4686 - accuracy: 0.7964
Epoch 160/500
113/113 [==============================] - 0s 986us/step - loss: 0.4660 - accuracy: 0.7964
Epoch 161/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4633 - accuracy: 0.7964
Epoch 162/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4605 - accuracy: 0.7964
Epoch 163/500
113/113 [==============================] - 0s 807us/step - loss: 0.4577 - accuracy: 0.7964
Epoch 164/500
113/113 [==============================] - 0s 851us/step - loss: 0.4549 - accuracy: 0.7964
Epoch 165/500
113/113 [==============================] - 0s 902us/step - loss: 0.4522 - accuracy: 0.7964
Epoch 166/500
113/113 [==============================] - 0s 874us/step - loss: 0.4496 - accuracy: 0.7964
Epoch 167/500
113/113 [==============================] - 0s 899us/step - loss: 0.4472 - accuracy: 0.7964
Epoch 168/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4450 - accuracy: 0.7960
Epoch 169/500
113/113 [==============================] - 0s 885us/step - loss: 0.4430 - accuracy: 0.7954
Epoch 170/500
113/113 [==============================] - 0s 842us/step - loss: 0.4413 - accuracy: 0.7953
Epoch 171/500
113/113 [==============================] - 0s 935us/step - loss: 0.4399 - accuracy: 0.7940
Epoch 172/500
113/113 [==============================] - 0s 880us/step - loss: 0.4387 - accuracy: 0.7939
Epoch 173/500
113/113 [==============================] - 0s 807us/step - loss: 0.4377 - accuracy: 0.7928
Epoch 174/500
113/113 [==============================] - 0s 899us/step - loss: 0.4369 - accuracy: 0.7918
Epoch 175/500
113/113 [==============================] - 0s 801us/step - loss: 0.4363 - accuracy: 0.7931
Epoch 176/500
113/113 [==============================] - 0s 881us/step - loss: 0.4357 - accuracy: 0.7924
Epoch 177/500
113/113 [==============================] - 0s 843us/step - loss: 0.4353 - accuracy: 0.7932
Epoch 178/500
113/113 [==============================] - 0s 845us/step - loss: 0.4349 - accuracy: 0.7935
Epoch 179/500
113/113 [==============================] - 0s 863us/step - loss: 0.4345 - accuracy: 0.7943
Epoch 180/500
113/113 [==============================] - 0s 800us/step - loss: 0.4343 - accuracy: 0.7944
Epoch 181/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4340 - accuracy: 0.7944
Epoch 182/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7950
Epoch 183/500
113/113 [==============================] - 0s 856us/step - loss: 0.4336 - accuracy: 0.7943
Epoch 184/500
113/113 [==============================] - 0s 964us/step - loss: 0.4333 - accuracy: 0.7943
Epoch 185/500
113/113 [==============================] - 0s 799us/step - loss: 0.4331 - accuracy: 0.7946
Epoch 186/500
113/113 [==============================] - 0s 877us/step - loss: 0.4329 - accuracy: 0.7942
Epoch 187/500
113/113 [==============================] - 0s 847us/step - loss: 0.4327 - accuracy: 0.7940
Epoch 188/500
113/113 [==============================] - 0s 793us/step - loss: 0.4325 - accuracy: 0.7947
Epoch 189/500
113/113 [==============================] - 0s 817us/step - loss: 0.4323 - accuracy: 0.7953
Epoch 190/500
113/113 [==============================] - 0s 846us/step - loss: 0.4321 - accuracy: 0.7958
Epoch 191/500
113/113 [==============================] - 0s 987us/step - loss: 0.4318 - accuracy: 0.7943
Epoch 192/500
113/113 [==============================] - 0s 878us/step - loss: 0.4316 - accuracy: 0.7944
Epoch 193/500
113/113 [==============================] - 0s 881us/step - loss: 0.4314 - accuracy: 0.7951
Epoch 194/500
113/113 [==============================] - 0s 911us/step - loss: 0.4311 - accuracy: 0.7944
Epoch 195/500
113/113 [==============================] - 0s 899us/step - loss: 0.4308 - accuracy: 0.7943
Epoch 196/500
113/113 [==============================] - 0s 947us/step - loss: 0.4305 - accuracy: 0.7953
Epoch 197/500
113/113 [==============================] - 0s 898us/step - loss: 0.4302 - accuracy: 0.7953
Epoch 198/500
113/113 [==============================] - 0s 883us/step - loss: 0.4298 - accuracy: 0.7958
Epoch 199/500
113/113 [==============================] - 0s 926us/step - loss: 0.4294 - accuracy: 0.7957
Epoch 200/500
113/113 [==============================] - 0s 886us/step - loss: 0.4290 - accuracy: 0.7958
Epoch 201/500
113/113 [==============================] - 0s 949us/step - loss: 0.4286 - accuracy: 0.7967
Epoch 202/500
113/113 [==============================] - 0s 952us/step - loss: 0.4281 - accuracy: 0.7962
Epoch 203/500
113/113 [==============================] - 0s 843us/step - loss: 0.4276 - accuracy: 0.7962
Epoch 204/500
113/113 [==============================] - 0s 796us/step - loss: 0.4271 - accuracy: 0.7964
Epoch 205/500
113/113 [==============================] - 0s 949us/step - loss: 0.4264 - accuracy: 0.7974
Epoch 206/500
113/113 [==============================] - 0s 850us/step - loss: 0.4258 - accuracy: 0.7976
Epoch 207/500
113/113 [==============================] - 0s 804us/step - loss: 0.4251 - accuracy: 0.7982
Epoch 208/500
113/113 [==============================] - 0s 840us/step - loss: 0.4243 - accuracy: 0.7978
Epoch 209/500
113/113 [==============================] - 0s 796us/step - loss: 0.4234 - accuracy: 0.7990
Epoch 210/500
113/113 [==============================] - 0s 798us/step - loss: 0.4225 - accuracy: 0.7987
Epoch 211/500
113/113 [==============================] - 0s 834us/step - loss: 0.4215 - accuracy: 0.7992
Epoch 212/500
113/113 [==============================] - 0s 876us/step - loss: 0.4205 - accuracy: 0.8015
Epoch 213/500
113/113 [==============================] - 0s 818us/step - loss: 0.4193 - accuracy: 0.8022
Epoch 214/500
113/113 [==============================] - 0s 831us/step - loss: 0.4181 - accuracy: 0.8033
Epoch 215/500
113/113 [==============================] - 0s 801us/step - loss: 0.4167 - accuracy: 0.8042
Epoch 216/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4153 - accuracy: 0.8043
Epoch 217/500
113/113 [==============================] - 0s 848us/step - loss: 0.4138 - accuracy: 0.8051
Epoch 218/500
113/113 [==============================] - 0s 812us/step - loss: 0.4123 - accuracy: 0.8061
Epoch 219/500
113/113 [==============================] - 0s 820us/step - loss: 0.4107 - accuracy: 0.8068
Epoch 220/500
113/113 [==============================] - 0s 830us/step - loss: 0.4090 - accuracy: 0.8086
Epoch 221/500
113/113 [==============================] - 0s 820us/step - loss: 0.4071 - accuracy: 0.8107
Epoch 222/500
113/113 [==============================] - 0s 893us/step - loss: 0.4053 - accuracy: 0.8126
Epoch 223/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4033 - accuracy: 0.8158
Epoch 224/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4013 - accuracy: 0.8179
Epoch 225/500
113/113 [==============================] - 0s 814us/step - loss: 0.3993 - accuracy: 0.8197
Epoch 226/500
113/113 [==============================] - 0s 803us/step - loss: 0.3972 - accuracy: 0.8228
Epoch 227/500
113/113 [==============================] - 0s 834us/step - loss: 0.3952 - accuracy: 0.8250
Epoch 228/500
113/113 [==============================] - 0s 813us/step - loss: 0.3930 - accuracy: 0.8256
Epoch 229/500
113/113 [==============================] - 0s 837us/step - loss: 0.3909 - accuracy: 0.8272
Epoch 230/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3888 - accuracy: 0.8290
Epoch 231/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3868 - accuracy: 0.8303
Epoch 232/500
113/113 [==============================] - 0s 842us/step - loss: 0.3849 - accuracy: 0.8319
Epoch 233/500
113/113 [==============================] - 0s 839us/step - loss: 0.3830 - accuracy: 0.8338
Epoch 234/500
113/113 [==============================] - 0s 806us/step - loss: 0.3813 - accuracy: 0.8360
Epoch 235/500
113/113 [==============================] - 0s 804us/step - loss: 0.3796 - accuracy: 0.8372
Epoch 236/500
113/113 [==============================] - 0s 831us/step - loss: 0.3782 - accuracy: 0.8392
Epoch 237/500
113/113 [==============================] - 0s 873us/step - loss: 0.3767 - accuracy: 0.8399
Epoch 238/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3752 - accuracy: 0.8407
Epoch 239/500
113/113 [==============================] - 0s 881us/step - loss: 0.3740 - accuracy: 0.8424
Epoch 240/500
113/113 [==============================] - 0s 881us/step - loss: 0.3727 - accuracy: 0.8431
Epoch 241/500
113/113 [==============================] - 0s 935us/step - loss: 0.3715 - accuracy: 0.8424
Epoch 242/500
113/113 [==============================] - 0s 931us/step - loss: 0.3705 - accuracy: 0.8456
Epoch 243/500
113/113 [==============================] - 0s 985us/step - loss: 0.3694 - accuracy: 0.8447
Epoch 244/500
113/113 [==============================] - 0s 900us/step - loss: 0.3683 - accuracy: 0.8469
Epoch 245/500
113/113 [==============================] - 0s 973us/step - loss: 0.3674 - accuracy: 0.8450
Epoch 246/500
113/113 [==============================] - 0s 891us/step - loss: 0.3668 - accuracy: 0.8458
Epoch 247/500
113/113 [==============================] - 0s 912us/step - loss: 0.3658 - accuracy: 0.8468
Epoch 248/500
113/113 [==============================] - 0s 894us/step - loss: 0.3650 - accuracy: 0.8458
Epoch 249/500
113/113 [==============================] - 0s 811us/step - loss: 0.3644 - accuracy: 0.8462
Epoch 250/500
113/113 [==============================] - 0s 826us/step - loss: 0.3636 - accuracy: 0.8458
Epoch 251/500
113/113 [==============================] - 0s 832us/step - loss: 0.3630 - accuracy: 0.8469
Epoch 252/500
113/113 [==============================] - 0s 829us/step - loss: 0.3624 - accuracy: 0.8469
Epoch 253/500
113/113 [==============================] - 0s 852us/step - loss: 0.3617 - accuracy: 0.8490
Epoch 254/500
113/113 [==============================] - 0s 810us/step - loss: 0.3612 - accuracy: 0.8487
Epoch 255/500
113/113 [==============================] - 0s 836us/step - loss: 0.3606 - accuracy: 0.8487
Epoch 256/500
113/113 [==============================] - 0s 801us/step - loss: 0.3601 - accuracy: 0.8496
Epoch 257/500
113/113 [==============================] - 0s 802us/step - loss: 0.3596 - accuracy: 0.8507
Epoch 258/500
113/113 [==============================] - 0s 840us/step - loss: 0.3591 - accuracy: 0.8510
Epoch 259/500
113/113 [==============================] - 0s 850us/step - loss: 0.3586 - accuracy: 0.8501
Epoch 260/500
113/113 [==============================] - 0s 859us/step - loss: 0.3583 - accuracy: 0.8507
Epoch 261/500
113/113 [==============================] - 0s 805us/step - loss: 0.3578 - accuracy: 0.8507
Epoch 262/500
113/113 [==============================] - 0s 801us/step - loss: 0.3575 - accuracy: 0.8514
Epoch 263/500
113/113 [==============================] - 0s 833us/step - loss: 0.3570 - accuracy: 0.8517
Epoch 264/500
113/113 [==============================] - 0s 803us/step - loss: 0.3567 - accuracy: 0.8529
Epoch 265/500
113/113 [==============================] - 0s 796us/step - loss: 0.3563 - accuracy: 0.8522
Epoch 266/500
113/113 [==============================] - 0s 828us/step - loss: 0.3560 - accuracy: 0.8528
Epoch 267/500
113/113 [==============================] - 0s 806us/step - loss: 0.3556 - accuracy: 0.8519
Epoch 268/500
113/113 [==============================] - 0s 835us/step - loss: 0.3552 - accuracy: 0.8522
Epoch 269/500
113/113 [==============================] - 0s 805us/step - loss: 0.3548 - accuracy: 0.8519
Epoch 270/500
113/113 [==============================] - 0s 915us/step - loss: 0.3545 - accuracy: 0.8533
Epoch 271/500
113/113 [==============================] - 0s 830us/step - loss: 0.3542 - accuracy: 0.8526
Epoch 272/500
113/113 [==============================] - 0s 804us/step - loss: 0.3540 - accuracy: 0.8546
Epoch 273/500
113/113 [==============================] - 0s 825us/step - loss: 0.3537 - accuracy: 0.8526
Epoch 274/500
113/113 [==============================] - 0s 814us/step - loss: 0.3531 - accuracy: 0.8540
Epoch 275/500
113/113 [==============================] - 0s 812us/step - loss: 0.3532 - accuracy: 0.8558
Epoch 276/500
113/113 [==============================] - 0s 823us/step - loss: 0.3530 - accuracy: 0.8551
Epoch 277/500
113/113 [==============================] - 0s 797us/step - loss: 0.3527 - accuracy: 0.8557
Epoch 278/500
113/113 [==============================] - 0s 814us/step - loss: 0.3525 - accuracy: 0.8550
Epoch 279/500
113/113 [==============================] - 0s 835us/step - loss: 0.3523 - accuracy: 0.8571
Epoch 280/500
113/113 [==============================] - 0s 802us/step - loss: 0.3520 - accuracy: 0.8564
Epoch 281/500
113/113 [==============================] - 0s 985us/step - loss: 0.3517 - accuracy: 0.8562
Epoch 282/500
113/113 [==============================] - 0s 798us/step - loss: 0.3516 - accuracy: 0.8562
Epoch 283/500
113/113 [==============================] - 0s 815us/step - loss: 0.3512 - accuracy: 0.8571
Epoch 284/500
113/113 [==============================] - 0s 838us/step - loss: 0.3510 - accuracy: 0.8571
Epoch 285/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3508 - accuracy: 0.8565
Epoch 286/500
113/113 [==============================] - 0s 2ms/step - loss: 0.3507 - accuracy: 0.8582
Epoch 287/500
113/113 [==============================] - 0s 882us/step - loss: 0.3504 - accuracy: 0.8593
Epoch 288/500
113/113 [==============================] - 0s 827us/step - loss: 0.3503 - accuracy: 0.8576
Epoch 289/500
113/113 [==============================] - 0s 822us/step - loss: 0.3500 - accuracy: 0.8586
Epoch 290/500
113/113 [==============================] - 0s 927us/step - loss: 0.3498 - accuracy: 0.8590
Epoch 291/500
113/113 [==============================] - 0s 800us/step - loss: 0.3496 - accuracy: 0.8599
Epoch 292/500
113/113 [==============================] - 0s 807us/step - loss: 0.3495 - accuracy: 0.8589
Epoch 293/500
113/113 [==============================] - 0s 833us/step - loss: 0.3493 - accuracy: 0.8589
Epoch 294/500
113/113 [==============================] - 0s 802us/step - loss: 0.3493 - accuracy: 0.8583
Epoch 295/500
113/113 [==============================] - 0s 838us/step - loss: 0.3490 - accuracy: 0.8597
Epoch 296/500
113/113 [==============================] - 0s 811us/step - loss: 0.3488 - accuracy: 0.8582
Epoch 297/500
113/113 [==============================] - 0s 836us/step - loss: 0.3489 - accuracy: 0.8592
Epoch 298/500
113/113 [==============================] - 0s 838us/step - loss: 0.3488 - accuracy: 0.8594
Epoch 299/500
113/113 [==============================] - 0s 792us/step - loss: 0.3485 - accuracy: 0.8594
Epoch 300/500
113/113 [==============================] - 0s 898us/step - loss: 0.3484 - accuracy: 0.8607
Epoch 301/500
113/113 [==============================] - 0s 821us/step - loss: 0.3484 - accuracy: 0.8596
Epoch 302/500
113/113 [==============================] - 0s 825us/step - loss: 0.3481 - accuracy: 0.8587
Epoch 303/500
113/113 [==============================] - 0s 852us/step - loss: 0.3480 - accuracy: 0.8601
Epoch 304/500
113/113 [==============================] - 0s 803us/step - loss: 0.3481 - accuracy: 0.8589
Epoch 305/500
113/113 [==============================] - 0s 817us/step - loss: 0.3478 - accuracy: 0.8615
Epoch 306/500
113/113 [==============================] - 0s 832us/step - loss: 0.3475 - accuracy: 0.8583
Epoch 307/500
113/113 [==============================] - 0s 800us/step - loss: 0.3476 - accuracy: 0.8597
Epoch 308/500
113/113 [==============================] - 0s 835us/step - loss: 0.3475 - accuracy: 0.8590
Epoch 309/500
113/113 [==============================] - 0s 798us/step - loss: 0.3474 - accuracy: 0.8596
Epoch 310/500
113/113 [==============================] - 0s 805us/step - loss: 0.3473 - accuracy: 0.8596
Epoch 311/500
113/113 [==============================] - 0s 869us/step - loss: 0.3470 - accuracy: 0.8606
Epoch 312/500
113/113 [==============================] - 0s 800us/step - loss: 0.3471 - accuracy: 0.8596
Epoch 313/500
113/113 [==============================] - 0s 800us/step - loss: 0.3469 - accuracy: 0.8606
Epoch 314/500
113/113 [==============================] - 0s 830us/step - loss: 0.3469 - accuracy: 0.8597
Epoch 315/500
113/113 [==============================] - 0s 803us/step - loss: 0.3469 - accuracy: 0.8604
Epoch 316/500
113/113 [==============================] - 0s 836us/step - loss: 0.3468 - accuracy: 0.8601
Epoch 317/500
113/113 [==============================] - 0s 805us/step - loss: 0.3469 - accuracy: 0.8599
Epoch 318/500
113/113 [==============================] - 0s 804us/step - loss: 0.3467 - accuracy: 0.8608
Epoch 319/500
113/113 [==============================] - 0s 824us/step - loss: 0.3465 - accuracy: 0.8607
Epoch 320/500
113/113 [==============================] - 0s 801us/step - loss: 0.3466 - accuracy: 0.8600
Epoch 321/500
113/113 [==============================] - 0s 974us/step - loss: 0.3465 - accuracy: 0.8592
Epoch 322/500
113/113 [==============================] - 0s 802us/step - loss: 0.3463 - accuracy: 0.8592
Epoch 323/500
113/113 [==============================] - 0s 800us/step - loss: 0.3463 - accuracy: 0.8590
Epoch 324/500
113/113 [==============================] - 0s 824us/step - loss: 0.3460 - accuracy: 0.8599
Epoch 325/500
113/113 [==============================] - 0s 809us/step - loss: 0.3463 - accuracy: 0.8603
Epoch 326/500
113/113 [==============================] - 0s 805us/step - loss: 0.3463 - accuracy: 0.8597
Epoch 327/500
113/113 [==============================] - 0s 833us/step - loss: 0.3460 - accuracy: 0.8596
Epoch 328/500
113/113 [==============================] - 0s 801us/step - loss: 0.3462 - accuracy: 0.8603
Epoch 329/500
113/113 [==============================] - 0s 826us/step - loss: 0.3461 - accuracy: 0.8614
Epoch 330/500
113/113 [==============================] - 0s 794us/step - loss: 0.3456 - accuracy: 0.8576
Epoch 331/500
113/113 [==============================] - 0s 832us/step - loss: 0.3460 - accuracy: 0.8599
Epoch 332/500
113/113 [==============================] - 0s 865us/step - loss: 0.3458 - accuracy: 0.8587
Epoch 333/500
113/113 [==============================] - 0s 808us/step - loss: 0.3459 - accuracy: 0.8603
Epoch 334/500
113/113 [==============================] - 0s 800us/step - loss: 0.3459 - accuracy: 0.8617
Epoch 335/500
113/113 [==============================] - 0s 828us/step - loss: 0.3458 - accuracy: 0.8589
Epoch 336/500
113/113 [==============================] - 0s 804us/step - loss: 0.3459 - accuracy: 0.8604
Epoch 337/500
113/113 [==============================] - 0s 836us/step - loss: 0.3457 - accuracy: 0.8612
Epoch 338/500
113/113 [==============================] - 0s 811us/step - loss: 0.3457 - accuracy: 0.8603
Epoch 339/500
113/113 [==============================] - 0s 805us/step - loss: 0.3456 - accuracy: 0.8610
Epoch 340/500
113/113 [==============================] - 0s 816us/step - loss: 0.3455 - accuracy: 0.8590
Epoch 341/500
113/113 [==============================] - 0s 806us/step - loss: 0.3456 - accuracy: 0.8606
Epoch 342/500
113/113 [==============================] - 0s 877us/step - loss: 0.3455 - accuracy: 0.8599
Epoch 343/500
113/113 [==============================] - 0s 812us/step - loss: 0.3455 - accuracy: 0.8608
Epoch 344/500
113/113 [==============================] - 0s 817us/step - loss: 0.3453 - accuracy: 0.8615
Epoch 345/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3454 - accuracy: 0.8600
Epoch 346/500
113/113 [==============================] - 0s 823us/step - loss: 0.3453 - accuracy: 0.8610
Epoch 347/500
113/113 [==============================] - 0s 796us/step - loss: 0.3452 - accuracy: 0.8607
Epoch 348/500
113/113 [==============================] - 0s 841us/step - loss: 0.3449 - accuracy: 0.8592
Epoch 349/500
113/113 [==============================] - 0s 803us/step - loss: 0.3452 - accuracy: 0.8597
Epoch 350/500
113/113 [==============================] - 0s 802us/step - loss: 0.3451 - accuracy: 0.8603
Epoch 351/500
113/113 [==============================] - 0s 834us/step - loss: 0.3451 - accuracy: 0.8601
Epoch 352/500
113/113 [==============================] - 0s 829us/step - loss: 0.3452 - accuracy: 0.8599
Epoch 353/500
113/113 [==============================] - 0s 847us/step - loss: 0.3450 - accuracy: 0.8578
Epoch 354/500
113/113 [==============================] - 0s 811us/step - loss: 0.3449 - accuracy: 0.8611
Epoch 355/500
113/113 [==============================] - 0s 808us/step - loss: 0.3451 - accuracy: 0.8610
Epoch 356/500
113/113 [==============================] - 0s 833us/step - loss: 0.3450 - accuracy: 0.8604
Epoch 357/500
113/113 [==============================] - 0s 804us/step - loss: 0.3451 - accuracy: 0.8593
Epoch 358/500
113/113 [==============================] - 0s 814us/step - loss: 0.3451 - accuracy: 0.8590
Epoch 359/500
113/113 [==============================] - 0s 847us/step - loss: 0.3449 - accuracy: 0.8600
Epoch 360/500
113/113 [==============================] - 0s 798us/step - loss: 0.3446 - accuracy: 0.8597
Epoch 361/500
113/113 [==============================] - 0s 828us/step - loss: 0.3446 - accuracy: 0.8607
Epoch 362/500
113/113 [==============================] - 0s 797us/step - loss: 0.3446 - accuracy: 0.8597
Epoch 363/500
113/113 [==============================] - 0s 873us/step - loss: 0.3448 - accuracy: 0.8592
Epoch 364/500
113/113 [==============================] - 0s 875us/step - loss: 0.3447 - accuracy: 0.8599
Epoch 365/500
113/113 [==============================] - 0s 806us/step - loss: 0.3446 - accuracy: 0.8585
Epoch 366/500
113/113 [==============================] - 0s 822us/step - loss: 0.3448 - accuracy: 0.8594
Epoch 367/500
113/113 [==============================] - 0s 808us/step - loss: 0.3447 - accuracy: 0.8599
Epoch 368/500
113/113 [==============================] - 0s 800us/step - loss: 0.3448 - accuracy: 0.8614
Epoch 369/500
113/113 [==============================] - 0s 843us/step - loss: 0.3446 - accuracy: 0.8596
Epoch 370/500
113/113 [==============================] - 0s 808us/step - loss: 0.3446 - accuracy: 0.8611
Epoch 371/500
113/113 [==============================] - 0s 814us/step - loss: 0.3447 - accuracy: 0.8608
Epoch 372/500
113/113 [==============================] - 0s 824us/step - loss: 0.3445 - accuracy: 0.8600
Epoch 373/500
113/113 [==============================] - 0s 862us/step - loss: 0.3443 - accuracy: 0.8593
Epoch 374/500
113/113 [==============================] - 0s 837us/step - loss: 0.3445 - accuracy: 0.8612
Epoch 375/500
113/113 [==============================] - 0s 807us/step - loss: 0.3443 - accuracy: 0.8589
Epoch 376/500
113/113 [==============================] - 0s 802us/step - loss: 0.3443 - accuracy: 0.8597
Epoch 377/500
113/113 [==============================] - 0s 833us/step - loss: 0.3443 - accuracy: 0.8607
Epoch 378/500
113/113 [==============================] - 0s 806us/step - loss: 0.3442 - accuracy: 0.8590
Epoch 379/500
113/113 [==============================] - 0s 811us/step - loss: 0.3444 - accuracy: 0.8587
Epoch 380/500
113/113 [==============================] - 0s 829us/step - loss: 0.3442 - accuracy: 0.8603
Epoch 381/500
113/113 [==============================] - 0s 799us/step - loss: 0.3443 - accuracy: 0.8615
Epoch 382/500
113/113 [==============================] - 0s 829us/step - loss: 0.3443 - accuracy: 0.8603
Epoch 383/500
113/113 [==============================] - 0s 861us/step - loss: 0.3444 - accuracy: 0.8606
Epoch 384/500
113/113 [==============================] - 0s 815us/step - loss: 0.3445 - accuracy: 0.8612
Epoch 385/500
113/113 [==============================] - 0s 906us/step - loss: 0.3444 - accuracy: 0.8596
Epoch 386/500
113/113 [==============================] - 0s 816us/step - loss: 0.3444 - accuracy: 0.8596
Epoch 387/500
113/113 [==============================] - 0s 835us/step - loss: 0.3445 - accuracy: 0.8604
Epoch 388/500
113/113 [==============================] - 0s 819us/step - loss: 0.3443 - accuracy: 0.8587
Epoch 389/500
113/113 [==============================] - 0s 802us/step - loss: 0.3442 - accuracy: 0.8587
Epoch 390/500
113/113 [==============================] - 0s 880us/step - loss: 0.3443 - accuracy: 0.8590
Epoch 391/500
113/113 [==============================] - 0s 811us/step - loss: 0.3445 - accuracy: 0.8592
Epoch 392/500
113/113 [==============================] - 0s 803us/step - loss: 0.3442 - accuracy: 0.8603
Epoch 393/500
113/113 [==============================] - 0s 824us/step - loss: 0.3443 - accuracy: 0.8594
Epoch 394/500
113/113 [==============================] - 0s 870us/step - loss: 0.3443 - accuracy: 0.8574
Epoch 395/500
113/113 [==============================] - 0s 845us/step - loss: 0.3441 - accuracy: 0.8599
Epoch 396/500
113/113 [==============================] - 0s 809us/step - loss: 0.3442 - accuracy: 0.8601
Epoch 397/500
113/113 [==============================] - 0s 803us/step - loss: 0.3442 - accuracy: 0.8600
Epoch 398/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3442 - accuracy: 0.8610
Epoch 399/500
113/113 [==============================] - 0s 791us/step - loss: 0.3442 - accuracy: 0.8604
Epoch 400/500
113/113 [==============================] - 0s 856us/step - loss: 0.3441 - accuracy: 0.8603
Epoch 401/500
113/113 [==============================] - 0s 807us/step - loss: 0.3444 - accuracy: 0.8597
Epoch 402/500
113/113 [==============================] - 0s 806us/step - loss: 0.3444 - accuracy: 0.8618
Epoch 403/500
113/113 [==============================] - 0s 827us/step - loss: 0.3443 - accuracy: 0.8594
Epoch 404/500
113/113 [==============================] - 0s 835us/step - loss: 0.3441 - accuracy: 0.8612
Epoch 405/500
113/113 [==============================] - 0s 840us/step - loss: 0.3443 - accuracy: 0.8596
Epoch 406/500
113/113 [==============================] - 0s 841us/step - loss: 0.3442 - accuracy: 0.8600
Epoch 407/500
113/113 [==============================] - 0s 800us/step - loss: 0.3440 - accuracy: 0.8594
Epoch 408/500
113/113 [==============================] - 0s 832us/step - loss: 0.3441 - accuracy: 0.8596
Epoch 409/500
113/113 [==============================] - 0s 802us/step - loss: 0.3441 - accuracy: 0.8592
Epoch 410/500
113/113 [==============================] - 0s 805us/step - loss: 0.3439 - accuracy: 0.8610
Epoch 411/500
113/113 [==============================] - 0s 837us/step - loss: 0.3442 - accuracy: 0.8619
Epoch 412/500
113/113 [==============================] - 0s 796us/step - loss: 0.3443 - accuracy: 0.8596
Epoch 413/500
113/113 [==============================] - 0s 833us/step - loss: 0.3437 - accuracy: 0.8603
Epoch 414/500
113/113 [==============================] - 0s 811us/step - loss: 0.3441 - accuracy: 0.8600
Epoch 415/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3442 - accuracy: 0.8606
Epoch 416/500
113/113 [==============================] - 0s 815us/step - loss: 0.3440 - accuracy: 0.8610
Epoch 417/500
113/113 [==============================] - 0s 802us/step - loss: 0.3442 - accuracy: 0.8610
Epoch 418/500
113/113 [==============================] - 0s 846us/step - loss: 0.3437 - accuracy: 0.8589
Epoch 419/500
113/113 [==============================] - 0s 798us/step - loss: 0.3442 - accuracy: 0.8608
Epoch 420/500
113/113 [==============================] - 0s 810us/step - loss: 0.3438 - accuracy: 0.8606
Epoch 421/500
113/113 [==============================] - 0s 871us/step - loss: 0.3438 - accuracy: 0.8590
Epoch 422/500
113/113 [==============================] - 0s 805us/step - loss: 0.3440 - accuracy: 0.8593
Epoch 423/500
113/113 [==============================] - 0s 832us/step - loss: 0.3437 - accuracy: 0.8617
Epoch 424/500
113/113 [==============================] - 0s 831us/step - loss: 0.3443 - accuracy: 0.8614
Epoch 425/500
113/113 [==============================] - 0s 801us/step - loss: 0.3436 - accuracy: 0.8597
Epoch 426/500
113/113 [==============================] - 0s 843us/step - loss: 0.3438 - accuracy: 0.8606
Epoch 427/500
113/113 [==============================] - 0s 804us/step - loss: 0.3439 - accuracy: 0.8600
Epoch 428/500
113/113 [==============================] - 0s 809us/step - loss: 0.3440 - accuracy: 0.8607
Epoch 429/500
113/113 [==============================] - 0s 834us/step - loss: 0.3438 - accuracy: 0.8594
Epoch 430/500
113/113 [==============================] - 0s 807us/step - loss: 0.3438 - accuracy: 0.8601
Epoch 431/500
113/113 [==============================] - 0s 829us/step - loss: 0.3440 - accuracy: 0.8608
Epoch 432/500
113/113 [==============================] - 0s 819us/step - loss: 0.3437 - accuracy: 0.8592
Epoch 433/500
113/113 [==============================] - 0s 799us/step - loss: 0.3440 - accuracy: 0.8610
Epoch 434/500
113/113 [==============================] - 0s 837us/step - loss: 0.3438 - accuracy: 0.8611
Epoch 435/500
113/113 [==============================] - 0s 807us/step - loss: 0.3438 - accuracy: 0.8610
Epoch 436/500
113/113 [==============================] - 0s 845us/step - loss: 0.3438 - accuracy: 0.8608
Epoch 437/500
113/113 [==============================] - 0s 839us/step - loss: 0.3437 - accuracy: 0.8606
Epoch 438/500
113/113 [==============================] - 0s 803us/step - loss: 0.3436 - accuracy: 0.8607
Epoch 439/500
113/113 [==============================] - 0s 834us/step - loss: 0.3433 - accuracy: 0.8617
Epoch 440/500
113/113 [==============================] - 0s 806us/step - loss: 0.3440 - accuracy: 0.8600
Epoch 441/500
113/113 [==============================] - 0s 805us/step - loss: 0.3438 - accuracy: 0.8606
Epoch 442/500
113/113 [==============================] - 0s 908us/step - loss: 0.3438 - accuracy: 0.8612
Epoch 443/500
113/113 [==============================] - 0s 798us/step - loss: 0.3438 - accuracy: 0.8601
Epoch 444/500
113/113 [==============================] - 0s 854us/step - loss: 0.3435 - accuracy: 0.8621
Epoch 445/500
113/113 [==============================] - 0s 820us/step - loss: 0.3437 - accuracy: 0.8608
Epoch 446/500
113/113 [==============================] - 0s 794us/step - loss: 0.3433 - accuracy: 0.8606
Epoch 447/500
113/113 [==============================] - 0s 840us/step - loss: 0.3438 - accuracy: 0.8612
Epoch 448/500
113/113 [==============================] - 0s 864us/step - loss: 0.3433 - accuracy: 0.8615
Epoch 449/500
113/113 [==============================] - 0s 830us/step - loss: 0.3434 - accuracy: 0.8596
Epoch 450/500
113/113 [==============================] - 0s 844us/step - loss: 0.3435 - accuracy: 0.8600
Epoch 451/500
113/113 [==============================] - 0s 810us/step - loss: 0.3434 - accuracy: 0.8612
Epoch 452/500
113/113 [==============================] - 0s 832us/step - loss: 0.3434 - accuracy: 0.8617
Epoch 453/500
113/113 [==============================] - 0s 813us/step - loss: 0.3435 - accuracy: 0.8611
Epoch 454/500
113/113 [==============================] - 0s 801us/step - loss: 0.3437 - accuracy: 0.8592
Epoch 455/500
113/113 [==============================] - 0s 834us/step - loss: 0.3433 - accuracy: 0.8625
Epoch 456/500
113/113 [==============================] - 0s 798us/step - loss: 0.3433 - accuracy: 0.8601
Epoch 457/500
113/113 [==============================] - 0s 884us/step - loss: 0.3435 - accuracy: 0.8612
Epoch 458/500
113/113 [==============================] - 0s 905us/step - loss: 0.3435 - accuracy: 0.8610
Epoch 459/500
113/113 [==============================] - 0s 807us/step - loss: 0.3428 - accuracy: 0.8612
Epoch 460/500
113/113 [==============================] - 0s 926us/step - loss: 0.3431 - accuracy: 0.8622
Epoch 461/500
113/113 [==============================] - 0s 901us/step - loss: 0.3433 - accuracy: 0.8622
Epoch 462/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3434 - accuracy: 0.8610
Epoch 463/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3434 - accuracy: 0.8611
Epoch 464/500
113/113 [==============================] - 0s 835us/step - loss: 0.3432 - accuracy: 0.8617
Epoch 465/500
113/113 [==============================] - 0s 801us/step - loss: 0.3435 - accuracy: 0.8617
Epoch 466/500
113/113 [==============================] - 0s 810us/step - loss: 0.3426 - accuracy: 0.8622
Epoch 467/500
113/113 [==============================] - 0s 837us/step - loss: 0.3432 - accuracy: 0.8628
Epoch 468/500
113/113 [==============================] - 0s 823us/step - loss: 0.3432 - accuracy: 0.8615
Epoch 469/500
113/113 [==============================] - 0s 834us/step - loss: 0.3429 - accuracy: 0.8624
Epoch 470/500
113/113 [==============================] - 0s 885us/step - loss: 0.3433 - accuracy: 0.8607
Epoch 471/500
113/113 [==============================] - 0s 818us/step - loss: 0.3433 - accuracy: 0.8614
Epoch 472/500
113/113 [==============================] - 0s 838us/step - loss: 0.3435 - accuracy: 0.8608
Epoch 473/500
113/113 [==============================] - 0s 852us/step - loss: 0.3431 - accuracy: 0.8610
Epoch 474/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3434 - accuracy: 0.8614
Epoch 475/500
113/113 [==============================] - 0s 874us/step - loss: 0.3433 - accuracy: 0.8612
Epoch 476/500
113/113 [==============================] - 0s 808us/step - loss: 0.3434 - accuracy: 0.8608
Epoch 477/500
113/113 [==============================] - 0s 956us/step - loss: 0.3429 - accuracy: 0.8604
Epoch 478/500
113/113 [==============================] - 0s 799us/step - loss: 0.3430 - accuracy: 0.8610
Epoch 479/500
113/113 [==============================] - 0s 843us/step - loss: 0.3434 - accuracy: 0.8617
Epoch 480/500
113/113 [==============================] - 0s 807us/step - loss: 0.3430 - accuracy: 0.8604
Epoch 481/500
113/113 [==============================] - 0s 801us/step - loss: 0.3433 - accuracy: 0.8618
Epoch 482/500
113/113 [==============================] - 0s 843us/step - loss: 0.3430 - accuracy: 0.8618
Epoch 483/500
113/113 [==============================] - 0s 811us/step - loss: 0.3431 - accuracy: 0.8632
Epoch 484/500
113/113 [==============================] - 0s 830us/step - loss: 0.3432 - accuracy: 0.8610
Epoch 485/500
113/113 [==============================] - 0s 833us/step - loss: 0.3433 - accuracy: 0.8612
Epoch 486/500
113/113 [==============================] - 0s 802us/step - loss: 0.3432 - accuracy: 0.8619
Epoch 487/500
113/113 [==============================] - 0s 834us/step - loss: 0.3431 - accuracy: 0.8608
Epoch 488/500
113/113 [==============================] - 0s 839us/step - loss: 0.3431 - accuracy: 0.8610
Epoch 489/500
113/113 [==============================] - 0s 797us/step - loss: 0.3432 - accuracy: 0.8622
Epoch 490/500
113/113 [==============================] - 0s 831us/step - loss: 0.3429 - accuracy: 0.8637
Epoch 491/500
113/113 [==============================] - 0s 805us/step - loss: 0.3427 - accuracy: 0.8625
Epoch 492/500
113/113 [==============================] - 0s 834us/step - loss: 0.3433 - accuracy: 0.8612
Epoch 493/500
113/113 [==============================] - 0s 822us/step - loss: 0.3429 - accuracy: 0.8612
Epoch 494/500
113/113 [==============================] - 0s 804us/step - loss: 0.3430 - accuracy: 0.8603
Epoch 495/500
113/113 [==============================] - 0s 825us/step - loss: 0.3429 - accuracy: 0.8621
Epoch 496/500
113/113 [==============================] - 0s 813us/step - loss: 0.3429 - accuracy: 0.8608
Epoch 497/500
113/113 [==============================] - 0s 906us/step - loss: 0.3429 - accuracy: 0.8624
Epoch 498/500
113/113 [==============================] - 0s 810us/step - loss: 0.3431 - accuracy: 0.8606
Epoch 499/500
113/113 [==============================] - 0s 814us/step - loss: 0.3429 - accuracy: 0.8617
Epoch 500/500
113/113 [==============================] - 0s 829us/step - loss: 0.3430 - accuracy: 0.8601
Epoch 1/500
113/113 [==============================] - 0s 848us/step - loss: 0.6514 - accuracy: 0.7957
Epoch 2/500
113/113 [==============================] - 0s 884us/step - loss: 0.5920 - accuracy: 0.7985
Epoch 3/500
113/113 [==============================] - 0s 853us/step - loss: 0.5575 - accuracy: 0.7985
Epoch 4/500
113/113 [==============================] - 0s 860us/step - loss: 0.5371 - accuracy: 0.7985
Epoch 5/500
113/113 [==============================] - 0s 907us/step - loss: 0.5247 - accuracy: 0.7985
Epoch 6/500
113/113 [==============================] - 0s 869us/step - loss: 0.5169 - accuracy: 0.7985
Epoch 7/500
113/113 [==============================] - 0s 834us/step - loss: 0.5119 - accuracy: 0.7985
Epoch 8/500
113/113 [==============================] - 0s 840us/step - loss: 0.5087 - accuracy: 0.7985
Epoch 9/500
113/113 [==============================] - 0s 862us/step - loss: 0.5067 - accuracy: 0.7985
Epoch 10/500
113/113 [==============================] - 0s 839us/step - loss: 0.5053 - accuracy: 0.7985
Epoch 11/500
113/113 [==============================] - 0s 863us/step - loss: 0.5044 - accuracy: 0.7985
Epoch 12/500
113/113 [==============================] - 0s 852us/step - loss: 0.5038 - accuracy: 0.7985
Epoch 13/500
113/113 [==============================] - 0s 870us/step - loss: 0.5034 - accuracy: 0.7985
Epoch 14/500
113/113 [==============================] - 0s 871us/step - loss: 0.5031 - accuracy: 0.7985
Epoch 15/500
113/113 [==============================] - 0s 856us/step - loss: 0.5029 - accuracy: 0.7985
Epoch 16/500
113/113 [==============================] - 0s 883us/step - loss: 0.5028 - accuracy: 0.7985
Epoch 17/500
113/113 [==============================] - 0s 851us/step - loss: 0.5027 - accuracy: 0.7985
Epoch 18/500
113/113 [==============================] - 0s 856us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 19/500
113/113 [==============================] - 0s 880us/step - loss: 0.5026 - accuracy: 0.7985
Epoch 20/500
113/113 [==============================] - 0s 896us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 21/500
113/113 [==============================] - 0s 866us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 22/500
113/113 [==============================] - 0s 825us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 23/500
113/113 [==============================] - 0s 941us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 24/500
113/113 [==============================] - 0s 859us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 25/500
113/113 [==============================] - 0s 837us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 26/500
113/113 [==============================] - 0s 889us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 27/500
113/113 [==============================] - 0s 842us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 28/500
113/113 [==============================] - 0s 847us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 29/500
113/113 [==============================] - 0s 870us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 30/500
113/113 [==============================] - 0s 854us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 31/500
113/113 [==============================] - 0s 883us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 32/500
113/113 [==============================] - 0s 945us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 33/500
113/113 [==============================] - 0s 882us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 34/500
113/113 [==============================] - 0s 874us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 35/500
113/113 [==============================] - 0s 871us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 36/500
113/113 [==============================] - 0s 860us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 37/500
113/113 [==============================] - 0s 845us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 38/500
113/113 [==============================] - 0s 856us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 39/500
113/113 [==============================] - 0s 929us/step - loss: 0.5025 - accuracy: 0.7985
Epoch 40/500
113/113 [==============================] - 0s 843us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 41/500
113/113 [==============================] - 0s 870us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 42/500
113/113 [==============================] - 0s 839us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 43/500
113/113 [==============================] - 0s 842us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 44/500
113/113 [==============================] - 0s 873us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 45/500
113/113 [==============================] - 0s 920us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 46/500
113/113 [==============================] - 0s 853us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 47/500
113/113 [==============================] - 0s 830us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 48/500
113/113 [==============================] - 0s 843us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 49/500
113/113 [==============================] - 0s 870us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 50/500
113/113 [==============================] - 0s 854us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 51/500
113/113 [==============================] - 0s 880us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 52/500
113/113 [==============================] - 0s 834us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 53/500
113/113 [==============================] - 0s 831us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 54/500
113/113 [==============================] - 0s 998us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 55/500
113/113 [==============================] - 0s 850us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 56/500
113/113 [==============================] - 0s 857us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 57/500
113/113 [==============================] - 0s 847us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 58/500
113/113 [==============================] - 0s 847us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 59/500
113/113 [==============================] - 0s 865us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 60/500
113/113 [==============================] - 0s 864us/step - loss: 0.5024 - accuracy: 0.7985
Epoch 61/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7985
Epoch 62/500
113/113 [==============================] - 0s 787us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 63/500
113/113 [==============================] - 0s 805us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 64/500
113/113 [==============================] - 0s 782us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 65/500
113/113 [==============================] - 0s 798us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 66/500
113/113 [==============================] - 0s 826us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 67/500
113/113 [==============================] - 0s 783us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 68/500
113/113 [==============================] - 0s 786us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 69/500
113/113 [==============================] - 0s 820us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 70/500
113/113 [==============================] - 0s 784us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 71/500
113/113 [==============================] - 0s 806us/step - loss: 0.5023 - accuracy: 0.7985
Epoch 72/500
113/113 [==============================] - 0s 837us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 73/500
113/113 [==============================] - 0s 822us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 74/500
113/113 [==============================] - 0s 811us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 75/500
113/113 [==============================] - 0s 789us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 76/500
113/113 [==============================] - 0s 807us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 77/500
113/113 [==============================] - 0s 816us/step - loss: 0.5022 - accuracy: 0.7985
Epoch 78/500
113/113 [==============================] - 0s 779us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 79/500
113/113 [==============================] - 0s 778us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 80/500
113/113 [==============================] - 0s 812us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 81/500
113/113 [==============================] - 0s 790us/step - loss: 0.5021 - accuracy: 0.7985
Epoch 82/500
113/113 [==============================] - 0s 812us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 83/500
113/113 [==============================] - 0s 827us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 84/500
113/113 [==============================] - 0s 810us/step - loss: 0.5020 - accuracy: 0.7985
Epoch 85/500
113/113 [==============================] - 0s 1ms/step - loss: 0.5020 - accuracy: 0.7985
Epoch 86/500
113/113 [==============================] - 0s 793us/step - loss: 0.5019 - accuracy: 0.7985
Epoch 87/500
113/113 [==============================] - 0s 802us/step - loss: 0.5019 - accuracy: 0.7985
Epoch 88/500
113/113 [==============================] - 0s 801us/step - loss: 0.5018 - accuracy: 0.7985
Epoch 89/500
113/113 [==============================] - 0s 791us/step - loss: 0.5018 - accuracy: 0.7985
Epoch 90/500
113/113 [==============================] - 0s 789us/step - loss: 0.5017 - accuracy: 0.7985
Epoch 91/500
113/113 [==============================] - 0s 832us/step - loss: 0.5017 - accuracy: 0.7985
Epoch 92/500
113/113 [==============================] - 0s 826us/step - loss: 0.5016 - accuracy: 0.7985
Epoch 93/500
113/113 [==============================] - 0s 866us/step - loss: 0.5016 - accuracy: 0.7985
Epoch 94/500
113/113 [==============================] - 0s 826us/step - loss: 0.5015 - accuracy: 0.7985
Epoch 95/500
113/113 [==============================] - 0s 785us/step - loss: 0.5014 - accuracy: 0.7985
Epoch 96/500
113/113 [==============================] - 0s 818us/step - loss: 0.5013 - accuracy: 0.7985
Epoch 97/500
113/113 [==============================] - 0s 783us/step - loss: 0.5012 - accuracy: 0.7985
Epoch 98/500
113/113 [==============================] - 0s 824us/step - loss: 0.5011 - accuracy: 0.7985
Epoch 99/500
113/113 [==============================] - 0s 765us/step - loss: 0.5010 - accuracy: 0.7985
Epoch 100/500
113/113 [==============================] - 0s 797us/step - loss: 0.5009 - accuracy: 0.7985
Epoch 101/500
113/113 [==============================] - 0s 836us/step - loss: 0.5008 - accuracy: 0.7985
Epoch 102/500
113/113 [==============================] - 0s 788us/step - loss: 0.5007 - accuracy: 0.7985
Epoch 103/500
113/113 [==============================] - 0s 815us/step - loss: 0.5005 - accuracy: 0.7985
Epoch 104/500
113/113 [==============================] - 0s 906us/step - loss: 0.5003 - accuracy: 0.7985
Epoch 105/500
113/113 [==============================] - 0s 767us/step - loss: 0.5002 - accuracy: 0.7985
Epoch 106/500
113/113 [==============================] - 0s 811us/step - loss: 0.4999 - accuracy: 0.7985
Epoch 107/500
113/113 [==============================] - 0s 843us/step - loss: 0.4997 - accuracy: 0.7985
Epoch 108/500
113/113 [==============================] - 0s 803us/step - loss: 0.4995 - accuracy: 0.7985
Epoch 109/500
113/113 [==============================] - 0s 817us/step - loss: 0.4992 - accuracy: 0.7985
Epoch 110/500
113/113 [==============================] - 0s 790us/step - loss: 0.4989 - accuracy: 0.7985
Epoch 111/500
113/113 [==============================] - 0s 796us/step - loss: 0.4985 - accuracy: 0.7985
Epoch 112/500
113/113 [==============================] - 0s 828us/step - loss: 0.4981 - accuracy: 0.7985
Epoch 113/500
113/113 [==============================] - 0s 801us/step - loss: 0.4977 - accuracy: 0.7985
Epoch 114/500
113/113 [==============================] - 0s 828us/step - loss: 0.4972 - accuracy: 0.7985
Epoch 115/500
113/113 [==============================] - 0s 822us/step - loss: 0.4966 - accuracy: 0.7985
Epoch 116/500
113/113 [==============================] - 0s 793us/step - loss: 0.4960 - accuracy: 0.7985
Epoch 117/500
113/113 [==============================] - 0s 825us/step - loss: 0.4953 - accuracy: 0.7985
Epoch 118/500
113/113 [==============================] - 0s 786us/step - loss: 0.4945 - accuracy: 0.7985
Epoch 119/500
113/113 [==============================] - 0s 807us/step - loss: 0.4936 - accuracy: 0.7985
Epoch 120/500
113/113 [==============================] - 0s 823us/step - loss: 0.4925 - accuracy: 0.7985
Epoch 121/500
113/113 [==============================] - 0s 796us/step - loss: 0.4913 - accuracy: 0.7985
Epoch 122/500
113/113 [==============================] - 0s 818us/step - loss: 0.4900 - accuracy: 0.7985
Epoch 123/500
113/113 [==============================] - 0s 800us/step - loss: 0.4884 - accuracy: 0.7985
Epoch 124/500
113/113 [==============================] - 0s 798us/step - loss: 0.4867 - accuracy: 0.7985
Epoch 125/500
113/113 [==============================] - 0s 817us/step - loss: 0.4847 - accuracy: 0.7985
Epoch 126/500
113/113 [==============================] - 0s 896us/step - loss: 0.4824 - accuracy: 0.7985
Epoch 127/500
113/113 [==============================] - 0s 814us/step - loss: 0.4799 - accuracy: 0.7985
Epoch 128/500
113/113 [==============================] - 0s 844us/step - loss: 0.4771 - accuracy: 0.7985
Epoch 129/500
113/113 [==============================] - 0s 803us/step - loss: 0.4739 - accuracy: 0.7985
Epoch 130/500
113/113 [==============================] - 0s 844us/step - loss: 0.4704 - accuracy: 0.7985
Epoch 131/500
113/113 [==============================] - 0s 789us/step - loss: 0.4666 - accuracy: 0.7985
Epoch 132/500
113/113 [==============================] - 0s 800us/step - loss: 0.4626 - accuracy: 0.7985
Epoch 133/500
113/113 [==============================] - 0s 824us/step - loss: 0.4584 - accuracy: 0.7985
Epoch 134/500
113/113 [==============================] - 0s 797us/step - loss: 0.4541 - accuracy: 0.7985
Epoch 135/500
113/113 [==============================] - 0s 809us/step - loss: 0.4500 - accuracy: 0.7985
Epoch 136/500
113/113 [==============================] - 0s 873us/step - loss: 0.4460 - accuracy: 0.7985
Epoch 137/500
113/113 [==============================] - 0s 796us/step - loss: 0.4425 - accuracy: 0.7982
Epoch 138/500
113/113 [==============================] - 0s 825us/step - loss: 0.4393 - accuracy: 0.7976
Epoch 139/500
113/113 [==============================] - 0s 804us/step - loss: 0.4366 - accuracy: 0.7967
Epoch 140/500
113/113 [==============================] - 0s 813us/step - loss: 0.4343 - accuracy: 0.7974
Epoch 141/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4324 - accuracy: 0.7972
Epoch 142/500
113/113 [==============================] - 0s 2ms/step - loss: 0.4309 - accuracy: 0.7979
Epoch 143/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4295 - accuracy: 0.7985
Epoch 144/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4284 - accuracy: 0.7989
Epoch 145/500
113/113 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.8012
Epoch 146/500
113/113 [==============================] - 0s 820us/step - loss: 0.4262 - accuracy: 0.8022
Epoch 147/500
113/113 [==============================] - 0s 854us/step - loss: 0.4252 - accuracy: 0.8033
Epoch 148/500
113/113 [==============================] - 0s 820us/step - loss: 0.4241 - accuracy: 0.8050
Epoch 149/500
113/113 [==============================] - 0s 813us/step - loss: 0.4231 - accuracy: 0.8054
Epoch 150/500
113/113 [==============================] - 0s 802us/step - loss: 0.4219 - accuracy: 0.8060
Epoch 151/500
113/113 [==============================] - 0s 828us/step - loss: 0.4207 - accuracy: 0.8069
Epoch 152/500
113/113 [==============================] - 0s 801us/step - loss: 0.4193 - accuracy: 0.8092
Epoch 153/500
113/113 [==============================] - 0s 802us/step - loss: 0.4180 - accuracy: 0.8114
Epoch 154/500
113/113 [==============================] - 0s 847us/step - loss: 0.4165 - accuracy: 0.8126
Epoch 155/500
113/113 [==============================] - 0s 873us/step - loss: 0.4148 - accuracy: 0.8135
Epoch 156/500
113/113 [==============================] - 0s 847us/step - loss: 0.4131 - accuracy: 0.8164
Epoch 157/500
113/113 [==============================] - 0s 816us/step - loss: 0.4112 - accuracy: 0.8171
Epoch 158/500
113/113 [==============================] - 0s 798us/step - loss: 0.4092 - accuracy: 0.8207
Epoch 159/500
113/113 [==============================] - 0s 817us/step - loss: 0.4070 - accuracy: 0.8224
Epoch 160/500
113/113 [==============================] - 0s 813us/step - loss: 0.4046 - accuracy: 0.8249
Epoch 161/500
113/113 [==============================] - 0s 800us/step - loss: 0.4021 - accuracy: 0.8271
Epoch 162/500
113/113 [==============================] - 0s 860us/step - loss: 0.3995 - accuracy: 0.8315
Epoch 163/500
113/113 [==============================] - 0s 839us/step - loss: 0.3967 - accuracy: 0.8336
Epoch 164/500
113/113 [==============================] - 0s 832us/step - loss: 0.3940 - accuracy: 0.8358
Epoch 165/500
113/113 [==============================] - 0s 888us/step - loss: 0.3914 - accuracy: 0.8388
Epoch 166/500
113/113 [==============================] - 0s 800us/step - loss: 0.3889 - accuracy: 0.8389
Epoch 167/500
113/113 [==============================] - 0s 832us/step - loss: 0.3865 - accuracy: 0.8418
Epoch 168/500
113/113 [==============================] - 0s 791us/step - loss: 0.3841 - accuracy: 0.8426
Epoch 169/500
113/113 [==============================] - 0s 813us/step - loss: 0.3819 - accuracy: 0.8432
Epoch 170/500
113/113 [==============================] - 0s 818us/step - loss: 0.3797 - accuracy: 0.8440
Epoch 171/500
113/113 [==============================] - 0s 799us/step - loss: 0.3776 - accuracy: 0.8453
Epoch 172/500
113/113 [==============================] - 0s 825us/step - loss: 0.3756 - accuracy: 0.8468
Epoch 173/500
113/113 [==============================] - 0s 796us/step - loss: 0.3736 - accuracy: 0.8476
Epoch 174/500
113/113 [==============================] - 0s 792us/step - loss: 0.3717 - accuracy: 0.8479
Epoch 175/500
113/113 [==============================] - 0s 839us/step - loss: 0.3700 - accuracy: 0.8499
Epoch 176/500
113/113 [==============================] - 0s 918us/step - loss: 0.3683 - accuracy: 0.8508
Epoch 177/500
113/113 [==============================] - 0s 865us/step - loss: 0.3667 - accuracy: 0.8510
Epoch 178/500
113/113 [==============================] - 0s 808us/step - loss: 0.3651 - accuracy: 0.8522
Epoch 179/500
113/113 [==============================] - 0s 808us/step - loss: 0.3636 - accuracy: 0.8526
Epoch 180/500
113/113 [==============================] - 0s 827us/step - loss: 0.3623 - accuracy: 0.8533
Epoch 181/500
113/113 [==============================] - 0s 813us/step - loss: 0.3610 - accuracy: 0.8540
Epoch 182/500
113/113 [==============================] - 0s 838us/step - loss: 0.3598 - accuracy: 0.8531
Epoch 183/500
113/113 [==============================] - 0s 819us/step - loss: 0.3586 - accuracy: 0.8546
Epoch 184/500
113/113 [==============================] - 0s 789us/step - loss: 0.3577 - accuracy: 0.8547
Epoch 185/500
113/113 [==============================] - 0s 824us/step - loss: 0.3568 - accuracy: 0.8558
Epoch 186/500
113/113 [==============================] - 0s 884us/step - loss: 0.3559 - accuracy: 0.8562
Epoch 187/500
113/113 [==============================] - 0s 853us/step - loss: 0.3551 - accuracy: 0.8571
Epoch 188/500
113/113 [==============================] - 0s 940us/step - loss: 0.3543 - accuracy: 0.8571
Epoch 189/500
113/113 [==============================] - 0s 864us/step - loss: 0.3537 - accuracy: 0.8564
Epoch 190/500
113/113 [==============================] - 0s 842us/step - loss: 0.3530 - accuracy: 0.8575
Epoch 191/500
113/113 [==============================] - 0s 841us/step - loss: 0.3524 - accuracy: 0.8571
Epoch 192/500
113/113 [==============================] - 0s 797us/step - loss: 0.3518 - accuracy: 0.8569
Epoch 193/500
113/113 [==============================] - 0s 854us/step - loss: 0.3512 - accuracy: 0.8581
Epoch 194/500
113/113 [==============================] - 0s 792us/step - loss: 0.3507 - accuracy: 0.8579
Epoch 195/500
113/113 [==============================] - 0s 847us/step - loss: 0.3502 - accuracy: 0.8592
Epoch 196/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3497 - accuracy: 0.8585
Epoch 197/500
113/113 [==============================] - 0s 943us/step - loss: 0.3493 - accuracy: 0.8589
Epoch 198/500
113/113 [==============================] - 0s 791us/step - loss: 0.3489 - accuracy: 0.8600
Epoch 199/500
113/113 [==============================] - 0s 799us/step - loss: 0.3483 - accuracy: 0.8589
Epoch 200/500
113/113 [==============================] - 0s 830us/step - loss: 0.3481 - accuracy: 0.8590
Epoch 201/500
113/113 [==============================] - 0s 808us/step - loss: 0.3478 - accuracy: 0.8587
Epoch 202/500
113/113 [==============================] - 0s 791us/step - loss: 0.3475 - accuracy: 0.8603
Epoch 203/500
113/113 [==============================] - 0s 831us/step - loss: 0.3470 - accuracy: 0.8596
Epoch 204/500
113/113 [==============================] - 0s 798us/step - loss: 0.3469 - accuracy: 0.8600
Epoch 205/500
113/113 [==============================] - 0s 821us/step - loss: 0.3467 - accuracy: 0.8596
Epoch 206/500
113/113 [==============================] - 0s 799us/step - loss: 0.3465 - accuracy: 0.8603
Epoch 207/500
113/113 [==============================] - 0s 838us/step - loss: 0.3463 - accuracy: 0.8604
Epoch 208/500
113/113 [==============================] - 0s 849us/step - loss: 0.3459 - accuracy: 0.8604
Epoch 209/500
113/113 [==============================] - 0s 847us/step - loss: 0.3459 - accuracy: 0.8599
Epoch 210/500
113/113 [==============================] - 0s 784us/step - loss: 0.3458 - accuracy: 0.8601
Epoch 211/500
113/113 [==============================] - 0s 807us/step - loss: 0.3455 - accuracy: 0.8592
Epoch 212/500
113/113 [==============================] - 0s 805us/step - loss: 0.3452 - accuracy: 0.8604
Epoch 213/500
113/113 [==============================] - 0s 828us/step - loss: 0.3452 - accuracy: 0.8601
Epoch 214/500
113/113 [==============================] - 0s 798us/step - loss: 0.3451 - accuracy: 0.8608
Epoch 215/500
113/113 [==============================] - 0s 795us/step - loss: 0.3449 - accuracy: 0.8612
Epoch 216/500
113/113 [==============================] - 0s 825us/step - loss: 0.3447 - accuracy: 0.8603
Epoch 217/500
113/113 [==============================] - 0s 832us/step - loss: 0.3446 - accuracy: 0.8607
Epoch 218/500
113/113 [==============================] - 0s 795us/step - loss: 0.3445 - accuracy: 0.8593
Epoch 219/500
113/113 [==============================] - 0s 826us/step - loss: 0.3446 - accuracy: 0.8597
Epoch 220/500
113/113 [==============================] - 0s 798us/step - loss: 0.3444 - accuracy: 0.8599
Epoch 221/500
113/113 [==============================] - 0s 826us/step - loss: 0.3444 - accuracy: 0.8600
Epoch 222/500
113/113 [==============================] - 0s 793us/step - loss: 0.3442 - accuracy: 0.8610
Epoch 223/500
113/113 [==============================] - 0s 814us/step - loss: 0.3441 - accuracy: 0.8593
Epoch 224/500
113/113 [==============================] - 0s 832us/step - loss: 0.3440 - accuracy: 0.8597
Epoch 225/500
113/113 [==============================] - 0s 795us/step - loss: 0.3438 - accuracy: 0.8592
Epoch 226/500
113/113 [==============================] - 0s 783us/step - loss: 0.3439 - accuracy: 0.8604
Epoch 227/500
113/113 [==============================] - 0s 817us/step - loss: 0.3439 - accuracy: 0.8604
Epoch 228/500
113/113 [==============================] - 0s 831us/step - loss: 0.3436 - accuracy: 0.8601
Epoch 229/500
113/113 [==============================] - 0s 814us/step - loss: 0.3439 - accuracy: 0.8594
Epoch 230/500
113/113 [==============================] - 0s 796us/step - loss: 0.3435 - accuracy: 0.8618
Epoch 231/500
113/113 [==============================] - 0s 784us/step - loss: 0.3437 - accuracy: 0.8593
Epoch 232/500
113/113 [==============================] - 0s 818us/step - loss: 0.3434 - accuracy: 0.8614
Epoch 233/500
113/113 [==============================] - 0s 796us/step - loss: 0.3435 - accuracy: 0.8599
Epoch 234/500
113/113 [==============================] - 0s 807us/step - loss: 0.3435 - accuracy: 0.8606
Epoch 235/500
113/113 [==============================] - 0s 836us/step - loss: 0.3433 - accuracy: 0.8596
Epoch 236/500
113/113 [==============================] - 0s 792us/step - loss: 0.3434 - accuracy: 0.8603
Epoch 237/500
113/113 [==============================] - 0s 812us/step - loss: 0.3433 - accuracy: 0.8604
Epoch 238/500
113/113 [==============================] - 0s 798us/step - loss: 0.3432 - accuracy: 0.8610
Epoch 239/500
113/113 [==============================] - 0s 846us/step - loss: 0.3432 - accuracy: 0.8610
Epoch 240/500
113/113 [==============================] - 0s 826us/step - loss: 0.3430 - accuracy: 0.8607
Epoch 241/500
113/113 [==============================] - 0s 796us/step - loss: 0.3429 - accuracy: 0.8590
Epoch 242/500
113/113 [==============================] - 0s 795us/step - loss: 0.3429 - accuracy: 0.8594
Epoch 243/500
113/113 [==============================] - 0s 822us/step - loss: 0.3429 - accuracy: 0.8589
Epoch 244/500
113/113 [==============================] - 0s 861us/step - loss: 0.3429 - accuracy: 0.8607
Epoch 245/500
113/113 [==============================] - 0s 829us/step - loss: 0.3428 - accuracy: 0.8617
Epoch 246/500
113/113 [==============================] - 0s 794us/step - loss: 0.3428 - accuracy: 0.8610
Epoch 247/500
113/113 [==============================] - 0s 802us/step - loss: 0.3428 - accuracy: 0.8601
Epoch 248/500
113/113 [==============================] - 0s 814us/step - loss: 0.3425 - accuracy: 0.8607
Epoch 249/500
113/113 [==============================] - 0s 831us/step - loss: 0.3427 - accuracy: 0.8597
Epoch 250/500
113/113 [==============================] - 0s 814us/step - loss: 0.3426 - accuracy: 0.8610
Epoch 251/500
113/113 [==============================] - 0s 841us/step - loss: 0.3424 - accuracy: 0.8607
Epoch 252/500
113/113 [==============================] - 0s 857us/step - loss: 0.3423 - accuracy: 0.8594
Epoch 253/500
113/113 [==============================] - 0s 828us/step - loss: 0.3424 - accuracy: 0.8601
Epoch 254/500
113/113 [==============================] - 0s 795us/step - loss: 0.3424 - accuracy: 0.8604
Epoch 255/500
113/113 [==============================] - 0s 813us/step - loss: 0.3422 - accuracy: 0.8599
Epoch 256/500
113/113 [==============================] - 0s 828us/step - loss: 0.3421 - accuracy: 0.8603
Epoch 257/500
113/113 [==============================] - 0s 795us/step - loss: 0.3423 - accuracy: 0.8607
Epoch 258/500
113/113 [==============================] - 0s 818us/step - loss: 0.3420 - accuracy: 0.8593
Epoch 259/500
113/113 [==============================] - 0s 843us/step - loss: 0.3420 - accuracy: 0.8610
Epoch 260/500
113/113 [==============================] - 0s 868us/step - loss: 0.3419 - accuracy: 0.8599
Epoch 261/500
113/113 [==============================] - 0s 841us/step - loss: 0.3421 - accuracy: 0.8603
Epoch 262/500
113/113 [==============================] - 0s 798us/step - loss: 0.3420 - accuracy: 0.8600
Epoch 263/500
113/113 [==============================] - 0s 798us/step - loss: 0.3419 - accuracy: 0.8593
Epoch 264/500
113/113 [==============================] - 0s 833us/step - loss: 0.3419 - accuracy: 0.8597
Epoch 265/500
113/113 [==============================] - 0s 802us/step - loss: 0.3419 - accuracy: 0.8607
Epoch 266/500
113/113 [==============================] - 0s 854us/step - loss: 0.3418 - accuracy: 0.8611
Epoch 267/500
113/113 [==============================] - 0s 801us/step - loss: 0.3417 - accuracy: 0.8590
Epoch 268/500
113/113 [==============================] - 0s 808us/step - loss: 0.3416 - accuracy: 0.8607
Epoch 269/500
113/113 [==============================] - 0s 828us/step - loss: 0.3417 - accuracy: 0.8610
Epoch 270/500
113/113 [==============================] - 0s 857us/step - loss: 0.3415 - accuracy: 0.8615
Epoch 271/500
113/113 [==============================] - 0s 820us/step - loss: 0.3414 - accuracy: 0.8600
Epoch 272/500
113/113 [==============================] - 0s 799us/step - loss: 0.3416 - accuracy: 0.8596
Epoch 273/500
113/113 [==============================] - 0s 799us/step - loss: 0.3414 - accuracy: 0.8599
Epoch 274/500
113/113 [==============================] - 0s 883us/step - loss: 0.3413 - accuracy: 0.8619
Epoch 275/500
113/113 [==============================] - 0s 795us/step - loss: 0.3412 - accuracy: 0.8604
Epoch 276/500
113/113 [==============================] - 0s 810us/step - loss: 0.3412 - accuracy: 0.8608
Epoch 277/500
113/113 [==============================] - 0s 831us/step - loss: 0.3411 - accuracy: 0.8607
Epoch 278/500
113/113 [==============================] - 0s 790us/step - loss: 0.3411 - accuracy: 0.8617
Epoch 279/500
113/113 [==============================] - 0s 871us/step - loss: 0.3409 - accuracy: 0.8618
Epoch 280/500
113/113 [==============================] - 0s 846us/step - loss: 0.3409 - accuracy: 0.8608
Epoch 281/500
113/113 [==============================] - 0s 897us/step - loss: 0.3408 - accuracy: 0.8603
Epoch 282/500
113/113 [==============================] - 0s 828us/step - loss: 0.3408 - accuracy: 0.8614
Epoch 283/500
113/113 [==============================] - 0s 813us/step - loss: 0.3409 - accuracy: 0.8612
Epoch 284/500
113/113 [==============================] - 0s 815us/step - loss: 0.3407 - accuracy: 0.8610
Epoch 285/500
113/113 [==============================] - 0s 794us/step - loss: 0.3404 - accuracy: 0.8606
Epoch 286/500
113/113 [==============================] - 0s 794us/step - loss: 0.3406 - accuracy: 0.8612
Epoch 287/500
113/113 [==============================] - 0s 846us/step - loss: 0.3406 - accuracy: 0.8606
Epoch 288/500
113/113 [==============================] - 0s 795us/step - loss: 0.3405 - accuracy: 0.8617
Epoch 289/500
113/113 [==============================] - 0s 784us/step - loss: 0.3403 - accuracy: 0.8612
Epoch 290/500
113/113 [==============================] - 0s 825us/step - loss: 0.3401 - accuracy: 0.8608
Epoch 291/500
113/113 [==============================] - 0s 880us/step - loss: 0.3401 - accuracy: 0.8614
Epoch 292/500
113/113 [==============================] - 0s 849us/step - loss: 0.3399 - accuracy: 0.8621
Epoch 293/500
113/113 [==============================] - 0s 819us/step - loss: 0.3398 - accuracy: 0.8600
Epoch 294/500
113/113 [==============================] - 0s 793us/step - loss: 0.3398 - accuracy: 0.8606
Epoch 295/500
113/113 [==============================] - 0s 818us/step - loss: 0.3399 - accuracy: 0.8621
Epoch 296/500
113/113 [==============================] - 0s 793us/step - loss: 0.3396 - accuracy: 0.8617
Epoch 297/500
113/113 [==============================] - 0s 879us/step - loss: 0.3395 - accuracy: 0.8601
Epoch 298/500
113/113 [==============================] - 0s 820us/step - loss: 0.3393 - accuracy: 0.8597
Epoch 299/500
113/113 [==============================] - 0s 807us/step - loss: 0.3393 - accuracy: 0.8608
Epoch 300/500
113/113 [==============================] - 0s 813us/step - loss: 0.3390 - accuracy: 0.8611
Epoch 301/500
113/113 [==============================] - 0s 882us/step - loss: 0.3390 - accuracy: 0.8610
Epoch 302/500
113/113 [==============================] - 0s 797us/step - loss: 0.3390 - accuracy: 0.8606
Epoch 303/500
113/113 [==============================] - 0s 845us/step - loss: 0.3384 - accuracy: 0.8618
Epoch 304/500
113/113 [==============================] - 0s 798us/step - loss: 0.3384 - accuracy: 0.8618
Epoch 305/500
113/113 [==============================] - 0s 801us/step - loss: 0.3384 - accuracy: 0.8635
Epoch 306/500
113/113 [==============================] - 0s 792us/step - loss: 0.3383 - accuracy: 0.8631
Epoch 307/500
113/113 [==============================] - 0s 795us/step - loss: 0.3385 - accuracy: 0.8621
Epoch 308/500
113/113 [==============================] - 0s 834us/step - loss: 0.3381 - accuracy: 0.8635
Epoch 309/500
113/113 [==============================] - 0s 806us/step - loss: 0.3378 - accuracy: 0.8606
Epoch 310/500
113/113 [==============================] - 0s 792us/step - loss: 0.3380 - accuracy: 0.8626
Epoch 311/500
113/113 [==============================] - 0s 817us/step - loss: 0.3378 - accuracy: 0.8632
Epoch 312/500
113/113 [==============================] - 0s 879us/step - loss: 0.3378 - accuracy: 0.8617
Epoch 313/500
113/113 [==============================] - 0s 841us/step - loss: 0.3378 - accuracy: 0.8621
Epoch 314/500
113/113 [==============================] - 0s 867us/step - loss: 0.3374 - accuracy: 0.8611
Epoch 315/500
113/113 [==============================] - 0s 793us/step - loss: 0.3374 - accuracy: 0.8621
Epoch 316/500
113/113 [==============================] - 0s 811us/step - loss: 0.3375 - accuracy: 0.8632
Epoch 317/500
113/113 [==============================] - 0s 798us/step - loss: 0.3372 - accuracy: 0.8615
Epoch 318/500
113/113 [==============================] - 0s 797us/step - loss: 0.3372 - accuracy: 0.8610
Epoch 319/500
113/113 [==============================] - 0s 833us/step - loss: 0.3373 - accuracy: 0.8637
Epoch 320/500
113/113 [==============================] - 0s 796us/step - loss: 0.3372 - accuracy: 0.8633
Epoch 321/500
113/113 [==============================] - 0s 815us/step - loss: 0.3369 - accuracy: 0.8637
Epoch 322/500
113/113 [==============================] - 0s 894us/step - loss: 0.3369 - accuracy: 0.8643
Epoch 323/500
113/113 [==============================] - 0s 802us/step - loss: 0.3370 - accuracy: 0.8624
Epoch 324/500
113/113 [==============================] - 0s 839us/step - loss: 0.3368 - accuracy: 0.8622
Epoch 325/500
113/113 [==============================] - 0s 798us/step - loss: 0.3369 - accuracy: 0.8615
Epoch 326/500
113/113 [==============================] - 0s 795us/step - loss: 0.3369 - accuracy: 0.8622
Epoch 327/500
113/113 [==============================] - 0s 822us/step - loss: 0.3367 - accuracy: 0.8617
Epoch 328/500
113/113 [==============================] - 0s 796us/step - loss: 0.3368 - accuracy: 0.8633
Epoch 329/500
113/113 [==============================] - 0s 848us/step - loss: 0.3367 - accuracy: 0.8639
Epoch 330/500
113/113 [==============================] - 0s 796us/step - loss: 0.3367 - accuracy: 0.8628
Epoch 331/500
113/113 [==============================] - 0s 793us/step - loss: 0.3366 - accuracy: 0.8637
Epoch 332/500
113/113 [==============================] - 0s 822us/step - loss: 0.3364 - accuracy: 0.8624
Epoch 333/500
113/113 [==============================] - 0s 882us/step - loss: 0.3364 - accuracy: 0.8632
Epoch 334/500
113/113 [==============================] - 0s 802us/step - loss: 0.3363 - accuracy: 0.8633
Epoch 335/500
113/113 [==============================] - 0s 812us/step - loss: 0.3363 - accuracy: 0.8635
Epoch 336/500
113/113 [==============================] - 0s 792us/step - loss: 0.3364 - accuracy: 0.8633
Epoch 337/500
113/113 [==============================] - 0s 803us/step - loss: 0.3361 - accuracy: 0.8622
Epoch 338/500
113/113 [==============================] - 0s 806us/step - loss: 0.3362 - accuracy: 0.8631
Epoch 339/500
113/113 [==============================] - 0s 791us/step - loss: 0.3363 - accuracy: 0.8628
Epoch 340/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3363 - accuracy: 0.8643
Epoch 341/500
113/113 [==============================] - 0s 804us/step - loss: 0.3361 - accuracy: 0.8621
Epoch 342/500
113/113 [==============================] - 0s 798us/step - loss: 0.3361 - accuracy: 0.8633
Epoch 343/500
113/113 [==============================] - 0s 918us/step - loss: 0.3361 - accuracy: 0.8626
Epoch 344/500
113/113 [==============================] - 0s 825us/step - loss: 0.3362 - accuracy: 0.8632
Epoch 345/500
113/113 [==============================] - 0s 834us/step - loss: 0.3359 - accuracy: 0.8614
Epoch 346/500
113/113 [==============================] - 0s 797us/step - loss: 0.3361 - accuracy: 0.8622
Epoch 347/500
113/113 [==============================] - 0s 831us/step - loss: 0.3361 - accuracy: 0.8635
Epoch 348/500
113/113 [==============================] - 0s 847us/step - loss: 0.3358 - accuracy: 0.8640
Epoch 349/500
113/113 [==============================] - 0s 796us/step - loss: 0.3362 - accuracy: 0.8637
Epoch 350/500
113/113 [==============================] - 0s 836us/step - loss: 0.3358 - accuracy: 0.8639
Epoch 351/500
113/113 [==============================] - 0s 842us/step - loss: 0.3360 - accuracy: 0.8626
Epoch 352/500
113/113 [==============================] - 0s 786us/step - loss: 0.3362 - accuracy: 0.8633
Epoch 353/500
113/113 [==============================] - 0s 838us/step - loss: 0.3359 - accuracy: 0.8622
Epoch 354/500
113/113 [==============================] - 0s 799us/step - loss: 0.3359 - accuracy: 0.8637
Epoch 355/500
113/113 [==============================] - 0s 794us/step - loss: 0.3360 - accuracy: 0.8629
Epoch 356/500
113/113 [==============================] - 0s 879us/step - loss: 0.3357 - accuracy: 0.8628
Epoch 357/500
113/113 [==============================] - 0s 796us/step - loss: 0.3356 - accuracy: 0.8636
Epoch 358/500
113/113 [==============================] - 0s 789us/step - loss: 0.3363 - accuracy: 0.8633
Epoch 359/500
113/113 [==============================] - 0s 825us/step - loss: 0.3359 - accuracy: 0.8614
Epoch 360/500
113/113 [==============================] - 0s 795us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 361/500
113/113 [==============================] - 0s 866us/step - loss: 0.3359 - accuracy: 0.8626
Epoch 362/500
113/113 [==============================] - 0s 796us/step - loss: 0.3361 - accuracy: 0.8643
Epoch 363/500
113/113 [==============================] - 0s 813us/step - loss: 0.3359 - accuracy: 0.8633
Epoch 364/500
113/113 [==============================] - 0s 823us/step - loss: 0.3359 - accuracy: 0.8631
Epoch 365/500
113/113 [==============================] - 0s 792us/step - loss: 0.3358 - accuracy: 0.8629
Epoch 366/500
113/113 [==============================] - 0s 843us/step - loss: 0.3359 - accuracy: 0.8637
Epoch 367/500
113/113 [==============================] - 0s 829us/step - loss: 0.3354 - accuracy: 0.8636
Epoch 368/500
113/113 [==============================] - 0s 799us/step - loss: 0.3359 - accuracy: 0.8637
Epoch 369/500
113/113 [==============================] - 0s 829us/step - loss: 0.3357 - accuracy: 0.8633
Epoch 370/500
113/113 [==============================] - 0s 789us/step - loss: 0.3357 - accuracy: 0.8629
Epoch 371/500
113/113 [==============================] - 0s 799us/step - loss: 0.3359 - accuracy: 0.8640
Epoch 372/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3361 - accuracy: 0.8635
Epoch 373/500
113/113 [==============================] - 0s 795us/step - loss: 0.3359 - accuracy: 0.8637
Epoch 374/500
113/113 [==============================] - 0s 857us/step - loss: 0.3358 - accuracy: 0.8625
Epoch 375/500
113/113 [==============================] - 0s 816us/step - loss: 0.3358 - accuracy: 0.8651
Epoch 376/500
113/113 [==============================] - 0s 795us/step - loss: 0.3358 - accuracy: 0.8647
Epoch 377/500
113/113 [==============================] - 0s 831us/step - loss: 0.3358 - accuracy: 0.8639
Epoch 378/500
113/113 [==============================] - 0s 791us/step - loss: 0.3357 - accuracy: 0.8654
Epoch 379/500
113/113 [==============================] - 0s 818us/step - loss: 0.3358 - accuracy: 0.8640
Epoch 380/500
113/113 [==============================] - 0s 791us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 381/500
113/113 [==============================] - 0s 798us/step - loss: 0.3356 - accuracy: 0.8640
Epoch 382/500
113/113 [==============================] - 0s 872us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 383/500
113/113 [==============================] - 0s 795us/step - loss: 0.3359 - accuracy: 0.8632
Epoch 384/500
113/113 [==============================] - 0s 792us/step - loss: 0.3358 - accuracy: 0.8637
Epoch 385/500
113/113 [==============================] - 0s 923us/step - loss: 0.3358 - accuracy: 0.8625
Epoch 386/500
113/113 [==============================] - 0s 801us/step - loss: 0.3357 - accuracy: 0.8632
Epoch 387/500
113/113 [==============================] - 0s 848us/step - loss: 0.3356 - accuracy: 0.8622
Epoch 388/500
113/113 [==============================] - 0s 823us/step - loss: 0.3357 - accuracy: 0.8649
Epoch 389/500
113/113 [==============================] - 0s 794us/step - loss: 0.3356 - accuracy: 0.8637
Epoch 390/500
113/113 [==============================] - 0s 822us/step - loss: 0.3355 - accuracy: 0.8639
Epoch 391/500
113/113 [==============================] - 0s 798us/step - loss: 0.3356 - accuracy: 0.8639
Epoch 392/500
113/113 [==============================] - 0s 801us/step - loss: 0.3354 - accuracy: 0.8633
Epoch 393/500
113/113 [==============================] - 0s 853us/step - loss: 0.3354 - accuracy: 0.8653
Epoch 394/500
113/113 [==============================] - 0s 806us/step - loss: 0.3356 - accuracy: 0.8624
Epoch 395/500
113/113 [==============================] - 0s 875us/step - loss: 0.3351 - accuracy: 0.8626
Epoch 396/500
113/113 [==============================] - 0s 798us/step - loss: 0.3355 - accuracy: 0.8635
Epoch 397/500
113/113 [==============================] - 0s 796us/step - loss: 0.3353 - accuracy: 0.8646
Epoch 398/500
113/113 [==============================] - 0s 840us/step - loss: 0.3350 - accuracy: 0.8635
Epoch 399/500
113/113 [==============================] - 0s 797us/step - loss: 0.3351 - accuracy: 0.8644
Epoch 400/500
113/113 [==============================] - 0s 793us/step - loss: 0.3350 - accuracy: 0.8631
Epoch 401/500
113/113 [==============================] - 0s 838us/step - loss: 0.3350 - accuracy: 0.8631
Epoch 402/500
113/113 [==============================] - 0s 801us/step - loss: 0.3348 - accuracy: 0.8633
Epoch 403/500
113/113 [==============================] - 0s 877us/step - loss: 0.3344 - accuracy: 0.8644
Epoch 404/500
113/113 [==============================] - 0s 826us/step - loss: 0.3348 - accuracy: 0.8637
Epoch 405/500
113/113 [==============================] - 0s 801us/step - loss: 0.3347 - accuracy: 0.8635
Epoch 406/500
113/113 [==============================] - 0s 928us/step - loss: 0.3346 - accuracy: 0.8618
Epoch 407/500
113/113 [==============================] - 0s 802us/step - loss: 0.3344 - accuracy: 0.8651
Epoch 408/500
113/113 [==============================] - 0s 852us/step - loss: 0.3344 - accuracy: 0.8642
Epoch 409/500
113/113 [==============================] - 0s 796us/step - loss: 0.3344 - accuracy: 0.8632
Epoch 410/500
113/113 [==============================] - 0s 801us/step - loss: 0.3344 - accuracy: 0.8633
Epoch 411/500
113/113 [==============================] - 0s 822us/step - loss: 0.3342 - accuracy: 0.8644
Epoch 412/500
113/113 [==============================] - 0s 791us/step - loss: 0.3344 - accuracy: 0.8635
Epoch 413/500
113/113 [==============================] - 0s 809us/step - loss: 0.3341 - accuracy: 0.8650
Epoch 414/500
113/113 [==============================] - 0s 857us/step - loss: 0.3343 - accuracy: 0.8637
Epoch 415/500
113/113 [==============================] - 0s 788us/step - loss: 0.3343 - accuracy: 0.8636
Epoch 416/500
113/113 [==============================] - 0s 934us/step - loss: 0.3341 - accuracy: 0.8629
Epoch 417/500
113/113 [==============================] - 0s 801us/step - loss: 0.3341 - accuracy: 0.8640
Epoch 418/500
113/113 [==============================] - 0s 821us/step - loss: 0.3341 - accuracy: 0.8642
Epoch 419/500
113/113 [==============================] - 0s 881us/step - loss: 0.3339 - accuracy: 0.8621
Epoch 420/500
113/113 [==============================] - 0s 797us/step - loss: 0.3341 - accuracy: 0.8628
Epoch 421/500
113/113 [==============================] - 0s 822us/step - loss: 0.3339 - accuracy: 0.8646
Epoch 422/500
113/113 [==============================] - 0s 800us/step - loss: 0.3337 - accuracy: 0.8640
Epoch 423/500
113/113 [==============================] - 0s 799us/step - loss: 0.3338 - accuracy: 0.8637
Epoch 424/500
113/113 [==============================] - 0s 837us/step - loss: 0.3338 - accuracy: 0.8643
Epoch 425/500
113/113 [==============================] - 0s 796us/step - loss: 0.3340 - accuracy: 0.8642
Epoch 426/500
113/113 [==============================] - 0s 791us/step - loss: 0.3338 - accuracy: 0.8636
Epoch 427/500
113/113 [==============================] - 0s 926us/step - loss: 0.3336 - accuracy: 0.8619
Epoch 428/500
113/113 [==============================] - 0s 797us/step - loss: 0.3338 - accuracy: 0.8647
Epoch 429/500
113/113 [==============================] - 0s 841us/step - loss: 0.3334 - accuracy: 0.8650
Epoch 430/500
113/113 [==============================] - 0s 827us/step - loss: 0.3334 - accuracy: 0.8637
Epoch 431/500
113/113 [==============================] - 0s 796us/step - loss: 0.3333 - accuracy: 0.8636
Epoch 432/500
113/113 [==============================] - 0s 821us/step - loss: 0.3334 - accuracy: 0.8643
Epoch 433/500
113/113 [==============================] - 0s 796us/step - loss: 0.3335 - accuracy: 0.8640
Epoch 434/500
113/113 [==============================] - 0s 793us/step - loss: 0.3331 - accuracy: 0.8629
Epoch 435/500
113/113 [==============================] - 0s 859us/step - loss: 0.3332 - accuracy: 0.8649
Epoch 436/500
113/113 [==============================] - 0s 800us/step - loss: 0.3333 - accuracy: 0.8640
Epoch 437/500
113/113 [==============================] - 0s 950us/step - loss: 0.3330 - accuracy: 0.8672
Epoch 438/500
113/113 [==============================] - 0s 796us/step - loss: 0.3331 - accuracy: 0.8654
Epoch 439/500
113/113 [==============================] - 0s 797us/step - loss: 0.3332 - accuracy: 0.8637
Epoch 440/500
113/113 [==============================] - 0s 850us/step - loss: 0.3330 - accuracy: 0.8649
Epoch 441/500
113/113 [==============================] - 0s 794us/step - loss: 0.3329 - accuracy: 0.8656
Epoch 442/500
113/113 [==============================] - 0s 821us/step - loss: 0.3329 - accuracy: 0.8658
Epoch 443/500
113/113 [==============================] - 0s 793us/step - loss: 0.3328 - accuracy: 0.8636
Epoch 444/500
113/113 [==============================] - 0s 794us/step - loss: 0.3330 - accuracy: 0.8649
Epoch 445/500
113/113 [==============================] - 0s 839us/step - loss: 0.3329 - accuracy: 0.8649
Epoch 446/500
113/113 [==============================] - 0s 805us/step - loss: 0.3330 - accuracy: 0.8631
Epoch 447/500
113/113 [==============================] - 0s 802us/step - loss: 0.3330 - accuracy: 0.8635
Epoch 448/500
113/113 [==============================] - 0s 867us/step - loss: 0.3327 - accuracy: 0.8642
Epoch 449/500
113/113 [==============================] - 0s 796us/step - loss: 0.3327 - accuracy: 0.8643
Epoch 450/500
113/113 [==============================] - 0s 833us/step - loss: 0.3326 - accuracy: 0.8639
Epoch 451/500
113/113 [==============================] - 0s 818us/step - loss: 0.3324 - accuracy: 0.8649
Epoch 452/500
113/113 [==============================] - 0s 802us/step - loss: 0.3326 - accuracy: 0.8650
Epoch 453/500
113/113 [==============================] - 0s 831us/step - loss: 0.3326 - accuracy: 0.8657
Epoch 454/500
113/113 [==============================] - 0s 794us/step - loss: 0.3326 - accuracy: 0.8644
Epoch 455/500
113/113 [==============================] - 0s 800us/step - loss: 0.3323 - accuracy: 0.8650
Epoch 456/500
113/113 [==============================] - 0s 842us/step - loss: 0.3326 - accuracy: 0.8637
Epoch 457/500
113/113 [==============================] - 0s 794us/step - loss: 0.3324 - accuracy: 0.8653
Epoch 458/500
113/113 [==============================] - 0s 911us/step - loss: 0.3324 - accuracy: 0.8656
Epoch 459/500
113/113 [==============================] - 0s 808us/step - loss: 0.3323 - accuracy: 0.8642
Epoch 460/500
113/113 [==============================] - 0s 816us/step - loss: 0.3327 - accuracy: 0.8629
Epoch 461/500
113/113 [==============================] - 0s 888us/step - loss: 0.3325 - accuracy: 0.8644
Epoch 462/500
113/113 [==============================] - 0s 809us/step - loss: 0.3321 - accuracy: 0.8649
Epoch 463/500
113/113 [==============================] - 0s 831us/step - loss: 0.3322 - accuracy: 0.8653
Epoch 464/500
113/113 [==============================] - 0s 796us/step - loss: 0.3322 - accuracy: 0.8649
Epoch 465/500
113/113 [==============================] - 0s 791us/step - loss: 0.3323 - accuracy: 0.8644
Epoch 466/500
113/113 [==============================] - 0s 842us/step - loss: 0.3322 - accuracy: 0.8654
Epoch 467/500
113/113 [==============================] - 0s 812us/step - loss: 0.3321 - accuracy: 0.8646
Epoch 468/500
113/113 [==============================] - 0s 791us/step - loss: 0.3320 - accuracy: 0.8651
Epoch 469/500
113/113 [==============================] - 0s 919us/step - loss: 0.3321 - accuracy: 0.8639
Epoch 470/500
113/113 [==============================] - 0s 813us/step - loss: 0.3318 - accuracy: 0.8654
Epoch 471/500
113/113 [==============================] - 0s 838us/step - loss: 0.3322 - accuracy: 0.8658
Epoch 472/500
113/113 [==============================] - 0s 815us/step - loss: 0.3321 - accuracy: 0.8657
Epoch 473/500
113/113 [==============================] - 0s 807us/step - loss: 0.3320 - accuracy: 0.8653
Epoch 474/500
113/113 [==============================] - 0s 827us/step - loss: 0.3321 - accuracy: 0.8639
Epoch 475/500
113/113 [==============================] - 0s 796us/step - loss: 0.3321 - accuracy: 0.8639
Epoch 476/500
113/113 [==============================] - 0s 799us/step - loss: 0.3319 - accuracy: 0.8642
Epoch 477/500
113/113 [==============================] - 0s 835us/step - loss: 0.3317 - accuracy: 0.8647
Epoch 478/500
113/113 [==============================] - 0s 798us/step - loss: 0.3322 - accuracy: 0.8653
Epoch 479/500
113/113 [==============================] - 0s 937us/step - loss: 0.3320 - accuracy: 0.8644
Epoch 480/500
113/113 [==============================] - 0s 830us/step - loss: 0.3317 - accuracy: 0.8656
Epoch 481/500
113/113 [==============================] - 0s 799us/step - loss: 0.3316 - accuracy: 0.8662
Epoch 482/500
113/113 [==============================] - 0s 823us/step - loss: 0.3320 - accuracy: 0.8660
Epoch 483/500
113/113 [==============================] - 0s 817us/step - loss: 0.3320 - accuracy: 0.8651
Epoch 484/500
113/113 [==============================] - 0s 836us/step - loss: 0.3320 - accuracy: 0.8651
Epoch 485/500
113/113 [==============================] - 0s 797us/step - loss: 0.3320 - accuracy: 0.8651
Epoch 486/500
113/113 [==============================] - 0s 797us/step - loss: 0.3315 - accuracy: 0.8667
Epoch 487/500
113/113 [==============================] - 0s 835us/step - loss: 0.3317 - accuracy: 0.8640
Epoch 488/500
113/113 [==============================] - 0s 810us/step - loss: 0.3319 - accuracy: 0.8643
Epoch 489/500
113/113 [==============================] - 0s 791us/step - loss: 0.3318 - accuracy: 0.8649
Epoch 490/500
113/113 [==============================] - 0s 859us/step - loss: 0.3316 - accuracy: 0.8650
Epoch 491/500
113/113 [==============================] - 0s 799us/step - loss: 0.3318 - accuracy: 0.8639
Epoch 492/500
113/113 [==============================] - 0s 833us/step - loss: 0.3318 - accuracy: 0.8669
Epoch 493/500
113/113 [==============================] - 0s 818us/step - loss: 0.3319 - accuracy: 0.8674
Epoch 494/500
113/113 [==============================] - 0s 812us/step - loss: 0.3317 - accuracy: 0.8647
Epoch 495/500
113/113 [==============================] - 0s 821us/step - loss: 0.3314 - accuracy: 0.8649
Epoch 496/500
113/113 [==============================] - 0s 796us/step - loss: 0.3314 - accuracy: 0.8646
Epoch 497/500
113/113 [==============================] - 0s 799us/step - loss: 0.3316 - accuracy: 0.8665
Epoch 498/500
113/113 [==============================] - 0s 831us/step - loss: 0.3316 - accuracy: 0.8657
Epoch 499/500
113/113 [==============================] - 0s 818us/step - loss: 0.3317 - accuracy: 0.8646
Epoch 500/500
113/113 [==============================] - 0s 1ms/step - loss: 0.3314 - accuracy: 0.8644
Epoch 1/500
125/125 [==============================] - 0s 779us/step - loss: 0.6482 - accuracy: 0.7910
Epoch 2/500
125/125 [==============================] - 0s 747us/step - loss: 0.5867 - accuracy: 0.7969
Epoch 3/500
125/125 [==============================] - 0s 777us/step - loss: 0.5530 - accuracy: 0.7969
Epoch 4/500
125/125 [==============================] - 0s 748us/step - loss: 0.5338 - accuracy: 0.7969
Epoch 5/500
125/125 [==============================] - 0s 760us/step - loss: 0.5226 - accuracy: 0.7969
Epoch 6/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5158 - accuracy: 0.7969
Epoch 7/500
125/125 [==============================] - 0s 793us/step - loss: 0.5117 - accuracy: 0.7969
Epoch 8/500
125/125 [==============================] - 0s 851us/step - loss: 0.5092 - accuracy: 0.7969
Epoch 9/500
125/125 [==============================] - 0s 898us/step - loss: 0.5076 - accuracy: 0.7969
Epoch 10/500
125/125 [==============================] - 0s 759us/step - loss: 0.5066 - accuracy: 0.7969
Epoch 11/500
125/125 [==============================] - 0s 761us/step - loss: 0.5059 - accuracy: 0.7969
Epoch 12/500
125/125 [==============================] - 0s 744us/step - loss: 0.5055 - accuracy: 0.7969
Epoch 13/500
125/125 [==============================] - 0s 778us/step - loss: 0.5052 - accuracy: 0.7969
Epoch 14/500
125/125 [==============================] - 0s 785us/step - loss: 0.5051 - accuracy: 0.7969
Epoch 15/500
125/125 [==============================] - 0s 826us/step - loss: 0.5049 - accuracy: 0.7969
Epoch 16/500
125/125 [==============================] - 0s 723us/step - loss: 0.5049 - accuracy: 0.7969
Epoch 17/500
125/125 [==============================] - 0s 756us/step - loss: 0.5048 - accuracy: 0.7969
Epoch 18/500
125/125 [==============================] - 0s 783us/step - loss: 0.5048 - accuracy: 0.7969
Epoch 19/500
125/125 [==============================] - 0s 752us/step - loss: 0.5048 - accuracy: 0.7969
Epoch 20/500
125/125 [==============================] - 0s 741us/step - loss: 0.5048 - accuracy: 0.7969
Epoch 21/500
125/125 [==============================] - 0s 758us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 22/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 23/500
125/125 [==============================] - 0s 751us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 24/500
125/125 [==============================] - 0s 763us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 25/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 26/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 27/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 28/500
125/125 [==============================] - 0s 763us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 29/500
125/125 [==============================] - 0s 748us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 30/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 31/500
125/125 [==============================] - 0s 764us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 32/500
125/125 [==============================] - 0s 760us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 33/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 34/500
125/125 [==============================] - 0s 928us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 35/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 36/500
125/125 [==============================] - 0s 792us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 37/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 38/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 39/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 40/500
125/125 [==============================] - 0s 739us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 41/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 42/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 43/500
125/125 [==============================] - 0s 757us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 44/500
125/125 [==============================] - 0s 753us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 45/500
125/125 [==============================] - 0s 986us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 46/500
125/125 [==============================] - 0s 745us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 47/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 48/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 49/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 50/500
125/125 [==============================] - 0s 738us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 51/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 52/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 53/500
125/125 [==============================] - 0s 752us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 54/500
125/125 [==============================] - 0s 713us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 55/500
125/125 [==============================] - 0s 738us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 56/500
125/125 [==============================] - 0s 761us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 57/500
125/125 [==============================] - 0s 717us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 58/500
125/125 [==============================] - 0s 781us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 59/500
125/125 [==============================] - 0s 737us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 60/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 61/500
125/125 [==============================] - 0s 742us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 62/500
125/125 [==============================] - 0s 715us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 63/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 64/500
125/125 [==============================] - 0s 741us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 65/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 66/500
125/125 [==============================] - 0s 830us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 67/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 68/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 69/500
125/125 [==============================] - 0s 912us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 70/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 71/500
125/125 [==============================] - 0s 824us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 72/500
125/125 [==============================] - 0s 785us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 73/500
125/125 [==============================] - 0s 716us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 74/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 75/500
125/125 [==============================] - 0s 745us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 76/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 77/500
125/125 [==============================] - 0s 787us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 78/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 79/500
125/125 [==============================] - 0s 748us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 80/500
125/125 [==============================] - 0s 794us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 81/500
125/125 [==============================] - 0s 715us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 82/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 83/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 84/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 85/500
125/125 [==============================] - 0s 745us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 86/500
125/125 [==============================] - 0s 784us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 87/500
125/125 [==============================] - 0s 716us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 88/500
125/125 [==============================] - 0s 762us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 89/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 90/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 91/500
125/125 [==============================] - 0s 736us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 92/500
125/125 [==============================] - 0s 745us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 93/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 94/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 95/500
125/125 [==============================] - 0s 743us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 96/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 97/500
125/125 [==============================] - 0s 869us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 98/500
125/125 [==============================] - 0s 737us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 99/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 100/500
125/125 [==============================] - 0s 752us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 101/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 102/500
125/125 [==============================] - 0s 741us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 103/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 104/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 105/500
125/125 [==============================] - 0s 737us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 106/500
125/125 [==============================] - 0s 790us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 107/500
125/125 [==============================] - 0s 741us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 108/500
125/125 [==============================] - 0s 768us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 109/500
125/125 [==============================] - 0s 744us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 110/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 111/500
125/125 [==============================] - 0s 744us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 112/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 113/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 114/500
125/125 [==============================] - 0s 967us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 115/500
125/125 [==============================] - 0s 751us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 116/500
125/125 [==============================] - 0s 778us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 117/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 118/500
125/125 [==============================] - 0s 757us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 119/500
125/125 [==============================] - 0s 739us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 120/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 121/500
125/125 [==============================] - 0s 731us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 122/500
125/125 [==============================] - 0s 729us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 123/500
125/125 [==============================] - 0s 763us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 124/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 125/500
125/125 [==============================] - 0s 720us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 126/500
125/125 [==============================] - 0s 747us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 127/500
125/125 [==============================] - 0s 811us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 128/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 129/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 130/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 131/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 132/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 133/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 134/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 135/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 136/500
125/125 [==============================] - 0s 753us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 137/500
125/125 [==============================] - 0s 822us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 138/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 139/500
125/125 [==============================] - 0s 765us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 140/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 141/500
125/125 [==============================] - 0s 803us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 142/500
125/125 [==============================] - 0s 736us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 143/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 144/500
125/125 [==============================] - 0s 890us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 145/500
125/125 [==============================] - 0s 766us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 146/500
125/125 [==============================] - 0s 791us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 147/500
125/125 [==============================] - 0s 909us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 148/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 149/500
125/125 [==============================] - 0s 896us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 150/500
125/125 [==============================] - 0s 774us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 151/500
125/125 [==============================] - 0s 3ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 152/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 153/500
125/125 [==============================] - 0s 904us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 154/500
125/125 [==============================] - 0s 889us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 155/500
125/125 [==============================] - 0s 967us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 156/500
125/125 [==============================] - 0s 744us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 157/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 158/500
125/125 [==============================] - 0s 990us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 159/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 160/500
125/125 [==============================] - 0s 968us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 161/500
125/125 [==============================] - 0s 796us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 162/500
125/125 [==============================] - 0s 840us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 163/500
125/125 [==============================] - 0s 779us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 164/500
125/125 [==============================] - 0s 820us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 165/500
125/125 [==============================] - 0s 902us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 166/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 167/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 168/500
125/125 [==============================] - 0s 963us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 169/500
125/125 [==============================] - 0s 936us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 170/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 171/500
125/125 [==============================] - 0s 737us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 172/500
125/125 [==============================] - 0s 790us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 173/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 174/500
125/125 [==============================] - 0s 753us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 175/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 176/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 177/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 178/500
125/125 [==============================] - 0s 706us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 179/500
125/125 [==============================] - 0s 720us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 180/500
125/125 [==============================] - 0s 796us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 181/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 182/500
125/125 [==============================] - 0s 768us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 183/500
125/125 [==============================] - 0s 774us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 184/500
125/125 [==============================] - 0s 736us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 185/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 186/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 187/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 188/500
125/125 [==============================] - 0s 729us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 189/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 190/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 191/500
125/125 [==============================] - 0s 790us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 192/500
125/125 [==============================] - 0s 733us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 193/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 194/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 195/500
125/125 [==============================] - 0s 748us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 196/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 197/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 198/500
125/125 [==============================] - 0s 805us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 199/500
125/125 [==============================] - 0s 732us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 200/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 201/500
125/125 [==============================] - 0s 805us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 202/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 203/500
125/125 [==============================] - 0s 753us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 204/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 205/500
125/125 [==============================] - 0s 720us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 206/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 207/500
125/125 [==============================] - 0s 718us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 208/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 209/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 210/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 211/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 212/500
125/125 [==============================] - 0s 760us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 213/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 214/500
125/125 [==============================] - 0s 800us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 215/500
125/125 [==============================] - 0s 732us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 216/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 217/500
125/125 [==============================] - 0s 720us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 218/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 219/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 220/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 221/500
125/125 [==============================] - 0s 732us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 222/500
125/125 [==============================] - 0s 846us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 223/500
125/125 [==============================] - 0s 720us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 224/500
125/125 [==============================] - 0s 757us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 225/500
125/125 [==============================] - 0s 717us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 226/500
125/125 [==============================] - 0s 745us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 227/500
125/125 [==============================] - 0s 759us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 228/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 229/500
125/125 [==============================] - 0s 766us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 230/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 231/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 232/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 233/500
125/125 [==============================] - 0s 865us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 234/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 235/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 236/500
125/125 [==============================] - 0s 731us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 237/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 238/500
125/125 [==============================] - 0s 824us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 239/500
125/125 [==============================] - 0s 980us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 240/500
125/125 [==============================] - 0s 855us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 241/500
125/125 [==============================] - 0s 716us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 242/500
125/125 [==============================] - 0s 830us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 243/500
125/125 [==============================] - 0s 762us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 244/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 245/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 246/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 247/500
125/125 [==============================] - 0s 743us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 248/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 249/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 250/500
125/125 [==============================] - 0s 784us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 251/500
125/125 [==============================] - 0s 736us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 252/500
125/125 [==============================] - 0s 752us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 253/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 254/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 255/500
125/125 [==============================] - 0s 830us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 256/500
125/125 [==============================] - 0s 730us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 257/500
125/125 [==============================] - 0s 758us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 258/500
125/125 [==============================] - 0s 729us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 259/500
125/125 [==============================] - 0s 748us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 260/500
125/125 [==============================] - 0s 770us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 261/500
125/125 [==============================] - 0s 720us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 262/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 263/500
125/125 [==============================] - 0s 779us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 264/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 265/500
125/125 [==============================] - 0s 770us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 266/500
125/125 [==============================] - 0s 763us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 267/500
125/125 [==============================] - 0s 744us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 268/500
125/125 [==============================] - 0s 743us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 269/500
125/125 [==============================] - 0s 699us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 270/500
125/125 [==============================] - 0s 738us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 271/500
125/125 [==============================] - 0s 735us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 272/500
125/125 [==============================] - 0s 731us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 273/500
125/125 [==============================] - 0s 738us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 274/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 275/500
125/125 [==============================] - 0s 718us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 276/500
125/125 [==============================] - 0s 747us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 277/500
125/125 [==============================] - 0s 695us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 278/500
125/125 [==============================] - 0s 771us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 279/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 280/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 281/500
125/125 [==============================] - 0s 744us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 282/500
125/125 [==============================] - 0s 735us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 283/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 284/500
125/125 [==============================] - 0s 795us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 285/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 286/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 287/500
125/125 [==============================] - 0s 775us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 288/500
125/125 [==============================] - 0s 734us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 289/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 290/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 291/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 292/500
125/125 [==============================] - 0s 725us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 293/500
125/125 [==============================] - 0s 759us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 294/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 295/500
125/125 [==============================] - 0s 777us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 296/500
125/125 [==============================] - 0s 729us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 297/500
125/125 [==============================] - 0s 762us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 298/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 299/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 300/500
125/125 [==============================] - 0s 730us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 301/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 302/500
125/125 [==============================] - 0s 760us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 303/500
125/125 [==============================] - 0s 921us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 304/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 305/500
125/125 [==============================] - 0s 783us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 306/500
125/125 [==============================] - 0s 731us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 307/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 308/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 309/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 310/500
125/125 [==============================] - 0s 734us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 311/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 312/500
125/125 [==============================] - 0s 765us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 313/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 314/500
125/125 [==============================] - 0s 747us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 315/500
125/125 [==============================] - 0s 795us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 316/500
125/125 [==============================] - 0s 733us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 317/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 318/500
125/125 [==============================] - 0s 778us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 319/500
125/125 [==============================] - 0s 722us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 320/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 321/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 322/500
125/125 [==============================] - 0s 731us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 323/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 324/500
125/125 [==============================] - 0s 735us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 325/500
125/125 [==============================] - 0s 730us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 326/500
125/125 [==============================] - 0s 776us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 327/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 328/500
125/125 [==============================] - 0s 960us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 329/500
125/125 [==============================] - 0s 734us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 330/500
125/125 [==============================] - 0s 717us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 331/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 332/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 333/500
125/125 [==============================] - 0s 753us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 334/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 335/500
125/125 [==============================] - 0s 730us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 336/500
125/125 [==============================] - 0s 842us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 337/500
125/125 [==============================] - 0s 739us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 338/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 339/500
125/125 [==============================] - 0s 759us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 340/500
125/125 [==============================] - 0s 757us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 341/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 342/500
125/125 [==============================] - 0s 733us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 343/500
125/125 [==============================] - 0s 2ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 344/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 345/500
125/125 [==============================] - 0s 2ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 346/500
125/125 [==============================] - 0s 2ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 347/500
125/125 [==============================] - 0s 838us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 348/500
125/125 [==============================] - 0s 706us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 349/500
125/125 [==============================] - 0s 716us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 350/500
125/125 [==============================] - 0s 731us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 351/500
125/125 [==============================] - 0s 670us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 352/500
125/125 [==============================] - 0s 802us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 353/500
125/125 [==============================] - 0s 924us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 354/500
125/125 [==============================] - 0s 994us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 355/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 356/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 357/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 358/500
125/125 [==============================] - 0s 975us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 359/500
125/125 [==============================] - 0s 798us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 360/500
125/125 [==============================] - 0s 818us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 361/500
125/125 [==============================] - 0s 791us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 362/500
125/125 [==============================] - 0s 816us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 363/500
125/125 [==============================] - 0s 837us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 364/500
125/125 [==============================] - 0s 917us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 365/500
125/125 [==============================] - 0s 886us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 366/500
125/125 [==============================] - 0s 740us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 367/500
125/125 [==============================] - 0s 860us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 368/500
125/125 [==============================] - 0s 768us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 369/500
125/125 [==============================] - 0s 789us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 370/500
125/125 [==============================] - 0s 788us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 371/500
125/125 [==============================] - 0s 940us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 372/500
125/125 [==============================] - 0s 2ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 373/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 374/500
125/125 [==============================] - 0s 987us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 375/500
125/125 [==============================] - 0s 774us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 376/500
125/125 [==============================] - 0s 727us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 377/500
125/125 [==============================] - 0s 794us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 378/500
125/125 [==============================] - 0s 714us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 379/500
125/125 [==============================] - 0s 703us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 380/500
125/125 [==============================] - 0s 742us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 381/500
125/125 [==============================] - 0s 914us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 382/500
125/125 [==============================] - 0s 769us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 383/500
125/125 [==============================] - 0s 750us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 384/500
125/125 [==============================] - 0s 827us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 385/500
125/125 [==============================] - 0s 745us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 386/500
125/125 [==============================] - 0s 938us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 387/500
125/125 [==============================] - 0s 772us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 388/500
125/125 [==============================] - 0s 858us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 389/500
125/125 [==============================] - 0s 760us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 390/500
125/125 [==============================] - 0s 790us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 391/500
125/125 [==============================] - 0s 739us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 392/500
125/125 [==============================] - 0s 778us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 393/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 394/500
125/125 [==============================] - 0s 765us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 395/500
125/125 [==============================] - 0s 752us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 396/500
125/125 [==============================] - 0s 735us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 397/500
125/125 [==============================] - 0s 759us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 398/500
125/125 [==============================] - 0s 785us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 399/500
125/125 [==============================] - 0s 806us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 400/500
125/125 [==============================] - 0s 850us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 401/500
125/125 [==============================] - 0s 803us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 402/500
125/125 [==============================] - 0s 844us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 403/500
125/125 [==============================] - 0s 785us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 404/500
125/125 [==============================] - 0s 781us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 405/500
125/125 [==============================] - 0s 874us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 406/500
125/125 [==============================] - 0s 894us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 407/500
125/125 [==============================] - 0s 892us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 408/500
125/125 [==============================] - 0s 930us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 409/500
125/125 [==============================] - 0s 763us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 410/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 411/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 412/500
125/125 [==============================] - 0s 748us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 413/500
125/125 [==============================] - 0s 726us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 414/500
125/125 [==============================] - 0s 755us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 415/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 416/500
125/125 [==============================] - 0s 814us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 417/500
125/125 [==============================] - 0s 752us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 418/500
125/125 [==============================] - 0s 747us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 419/500
125/125 [==============================] - 0s 719us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 420/500
125/125 [==============================] - 0s 754us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 421/500
125/125 [==============================] - 0s 742us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 422/500
125/125 [==============================] - 0s 2ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 423/500
125/125 [==============================] - 0s 945us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 424/500
125/125 [==============================] - 0s 752us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 425/500
125/125 [==============================] - 0s 742us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 426/500
125/125 [==============================] - 0s 763us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 427/500
125/125 [==============================] - 0s 734us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 428/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 429/500
125/125 [==============================] - 0s 721us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 430/500
125/125 [==============================] - 0s 2ms/step - loss: 0.5047 - accuracy: 0.7969
Epoch 431/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 432/500
125/125 [==============================] - 0s 735us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 433/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 434/500
125/125 [==============================] - 0s 728us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 435/500
125/125 [==============================] - 0s 778us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 436/500
125/125 [==============================] - 0s 850us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 437/500
125/125 [==============================] - 0s 735us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 438/500
125/125 [==============================] - 0s 724us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 439/500
125/125 [==============================] - 0s 732us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 440/500
125/125 [==============================] - 0s 749us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 441/500
125/125 [==============================] - 0s 733us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 442/500
125/125 [==============================] - 0s 764us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 443/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 444/500
125/125 [==============================] - 0s 723us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 445/500
125/125 [==============================] - 0s 770us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 446/500
125/125 [==============================] - 0s 772us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 447/500
125/125 [==============================] - 0s 850us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 448/500
125/125 [==============================] - 0s 864us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 449/500
125/125 [==============================] - 0s 823us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 450/500
125/125 [==============================] - 0s 867us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 451/500
125/125 [==============================] - 0s 810us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 452/500
125/125 [==============================] - 0s 819us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 453/500
125/125 [==============================] - 0s 817us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 454/500
125/125 [==============================] - 0s 833us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 455/500
125/125 [==============================] - 0s 771us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 456/500
125/125 [==============================] - 0s 756us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 457/500
125/125 [==============================] - 0s 744us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 458/500
125/125 [==============================] - 0s 732us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 459/500
125/125 [==============================] - 0s 732us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 460/500
125/125 [==============================] - 0s 739us/step - loss: 0.5047 - accuracy: 0.7969
Epoch 461/500
125/125 [==============================] - 0s 727us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 462/500
125/125 [==============================] - 0s 735us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 463/500
125/125 [==============================] - 0s 729us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 464/500
125/125 [==============================] - 0s 754us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 465/500
125/125 [==============================] - 0s 772us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 466/500
125/125 [==============================] - 0s 729us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 467/500
125/125 [==============================] - 0s 748us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 468/500
125/125 [==============================] - 0s 875us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 469/500
125/125 [==============================] - 0s 849us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 470/500
125/125 [==============================] - 0s 776us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 471/500
125/125 [==============================] - 0s 847us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 472/500
125/125 [==============================] - 0s 917us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 473/500
125/125 [==============================] - 0s 732us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 474/500
125/125 [==============================] - 0s 745us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 475/500
125/125 [==============================] - 0s 820us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 476/500
125/125 [==============================] - 0s 740us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 477/500
125/125 [==============================] - 0s 767us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 478/500
125/125 [==============================] - 0s 709us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 479/500
125/125 [==============================] - 0s 819us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 480/500
125/125 [==============================] - 0s 828us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 481/500
125/125 [==============================] - 0s 788us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 482/500
125/125 [==============================] - 0s 793us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 483/500
125/125 [==============================] - 0s 785us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 484/500
125/125 [==============================] - 0s 779us/step - loss: 0.5046 - accuracy: 0.7969
Epoch 485/500
125/125 [==============================] - 0s 962us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 486/500
125/125 [==============================] - 0s 770us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 487/500
125/125 [==============================] - 0s 774us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 488/500
125/125 [==============================] - 0s 789us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 489/500
125/125 [==============================] - 0s 741us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 490/500
125/125 [==============================] - 0s 801us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 491/500
125/125 [==============================] - 0s 743us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 492/500
125/125 [==============================] - 0s 862us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 493/500
125/125 [==============================] - 0s 783us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 494/500
125/125 [==============================] - 0s 971us/step - loss: 0.5045 - accuracy: 0.7969
Epoch 495/500
125/125 [==============================] - 0s 1ms/step - loss: 0.5045 - accuracy: 0.7969
Epoch 496/500
125/125 [==============================] - 0s 764us/step - loss: 0.5044 - accuracy: 0.7969
Epoch 497/500
125/125 [==============================] - 0s 744us/step - loss: 0.5044 - accuracy: 0.7969
Epoch 498/500
125/125 [==============================] - 0s 791us/step - loss: 0.5044 - accuracy: 0.7969
Epoch 499/500
125/125 [==============================] - 0s 759us/step - loss: 0.5044 - accuracy: 0.7969
Epoch 500/500
125/125 [==============================] - 0s 741us/step - loss: 0.5044 - accuracy: 0.7969
--------------------------------------------------------------------------- NameError Traceback (most recent call last) <ipython-input-47-d2f691cf3f7d> in <module> 19 grid_search = GridSearchCV(estimator = classifier,param_grid = parameters, scoring = 'accuracy',cv = 10) 20 grid_gri = grid_search.fit(X_train, y_train) ---> 21 best_parameters = grid_result.best_params_ 22 best_accuracy = grid_result.best_score_ NameError: name 'grid_result' is not defined
# Show the results
print("Best: %f using %s" % (grid_search.best_score_, grid_search.best_params_))
means = grid_result.cv_results_['mean_test_score']
stds = grid_result.cv_results_['std_test_score']
params = grid_result.cv_results_['params']
for mean, stdev, param in zip(means, stds, params):
print("%f (%f) with: %r" % (mean, stdev, param))
Best: 0.862125 using {'batch_size': 64, 'epochs': 500, 'optimizer': 'SGD'}
0.847000 (0.012440) with: {'batch_size': 16, 'epochs': 100, 'optimizer': 'adam'}
0.840375 (0.015248) with: {'batch_size': 16, 'epochs': 100, 'optimizer': 'rmsprop'}
0.856750 (0.012848) with: {'batch_size': 16, 'epochs': 100, 'optimizer': 'SGD'}
0.841875 (0.017600) with: {'batch_size': 16, 'epochs': 500, 'optimizer': 'adam'}
0.842250 (0.014370) with: {'batch_size': 16, 'epochs': 500, 'optimizer': 'rmsprop'}
0.857000 (0.013650) with: {'batch_size': 16, 'epochs': 500, 'optimizer': 'SGD'}
0.843750 (0.019819) with: {'batch_size': 32, 'epochs': 100, 'optimizer': 'adam'}
0.842250 (0.017991) with: {'batch_size': 32, 'epochs': 100, 'optimizer': 'rmsprop'}
0.801375 (0.011719) with: {'batch_size': 32, 'epochs': 100, 'optimizer': 'SGD'}
0.837000 (0.009637) with: {'batch_size': 32, 'epochs': 500, 'optimizer': 'adam'}
0.842625 (0.017858) with: {'batch_size': 32, 'epochs': 500, 'optimizer': 'rmsprop'}
0.858500 (0.011763) with: {'batch_size': 32, 'epochs': 500, 'optimizer': 'SGD'}
0.838625 (0.014710) with: {'batch_size': 64, 'epochs': 100, 'optimizer': 'adam'}
0.843750 (0.020264) with: {'batch_size': 64, 'epochs': 100, 'optimizer': 'rmsprop'}
0.796875 (0.013267) with: {'batch_size': 64, 'epochs': 100, 'optimizer': 'SGD'}
0.844250 (0.019829) with: {'batch_size': 64, 'epochs': 500, 'optimizer': 'adam'}
0.841375 (0.016747) with: {'batch_size': 64, 'epochs': 500, 'optimizer': 'rmsprop'}
0.862125 (0.012551) with: {'batch_size': 64, 'epochs': 500, 'optimizer': 'SGD'}
print(best_parameters)
print('Best Accuracy: %.3f' % best_accuracy)
{'batch_size': 64, 'epochs': 500, 'optimizer': 'SGD'}
Best Accuracy: 0.862
from sklearn.metrics import confusion_matrix, recall_score, precision_score, f1_score, roc_auc_score,accuracy_score
y_pred = grid_gri.predict(X_test)
y_pred = (y_pred > 0.5)
print("Training accuracy",grid_gri.score(X_train,y_train))
print()
print("Testing accuracy",grid_gri.score(X_test, y_test))
print()
print("Recall:",recall_score(y_test,y_pred))
print()
print("Precision:",precision_score(y_test,y_pred))
print()
print("F1 Score:",f1_score(y_test,y_pred))
print()
print("Roc Auc Score:",roc_auc_score(y_test,y_pred))
Training accuracy 0.796875 Testing accuracy 0.794 Recall: 0.0 Precision: 0.0 F1 Score: 0.0 Roc Auc Score: 0.5
conf_matrix = confusion_matrix(y_test, y_pred)
print(conf_matrix)
sns.heatmap(conf_matrix,annot=True,fmt = 'd',square = True,
xticklabels=['not churn','churn'],
yticklabels=['not churn','churn'],
linewidths = 2,linecolor = 'w',cmap = 'Set1')
plt.subplots_adjust(wspace = .3,hspace = .3)
[[1588 0] [ 412 0]]
print(classification_report(y_test, y_pred))
precision recall f1-score support
0 0.79 1.00 0.89 1588
1 0.00 0.00 0.00 412
accuracy 0.79 2000
macro avg 0.40 0.50 0.44 2000
weighted avg 0.63 0.79 0.70 2000
bank_new_df = bank_df.copy()
X = bank_new_df.drop('Exited', axis=1)
Y = bank_new_df[['Exited']]
#Convert categorical variables to dummy variables
X = pd.get_dummies(X, drop_first=True)
X
| CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 619 | 0 | 0 | 42 | 2 | 0.00 | 1 | 1 | 1 | 101348.88 |
| 1 | 608 | 2 | 0 | 41 | 1 | 83807.86 | 1 | 0 | 1 | 112542.58 |
| 2 | 502 | 0 | 0 | 42 | 8 | 159660.80 | 3 | 1 | 0 | 113931.57 |
| 3 | 699 | 0 | 0 | 39 | 1 | 0.00 | 2 | 0 | 0 | 93826.63 |
| 4 | 850 | 2 | 0 | 43 | 2 | 125510.82 | 1 | 1 | 1 | 79084.10 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 9995 | 771 | 0 | 1 | 39 | 5 | 0.00 | 2 | 1 | 0 | 96270.64 |
| 9996 | 516 | 0 | 1 | 35 | 10 | 57369.61 | 1 | 1 | 1 | 101699.77 |
| 9997 | 709 | 0 | 0 | 36 | 7 | 0.00 | 1 | 0 | 1 | 42085.58 |
| 9998 | 772 | 1 | 1 | 42 | 3 | 75075.31 | 2 | 1 | 0 | 92888.52 |
| 9999 | 792 | 0 | 0 | 28 | 4 | 130142.79 | 1 | 1 | 0 | 38190.78 |
10000 rows × 10 columns
## Split into training and test set
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, Y, test_size=0.2,random_state=100)
from sklearn.preprocessing import StandardScaler
scaler=StandardScaler()
scaler.fit(X_train)
X_train = scaler.transform(X_train)
X_test = scaler.transform(X_test)
# summarize class distribution
bank_new_df["Exited"].value_counts()
0 7963 1 2037 Name: Exited, dtype: int64
print(X_train.shape)
print(y_train.shape)
(8000, 10) (8000, 1)
from imblearn.over_sampling import SMOTE
from imblearn.under_sampling import RandomUnderSampler
from imblearn.pipeline import Pipeline
# transform the column
oversample = SMOTE()
undersample = RandomUnderSampler()
steps = [('over', oversample), ('under', undersample)]
pipeline = Pipeline(steps=steps)
X_train, y_train = pipeline.fit_resample(X_train, y_train)
# summarize the new class distribution
print(X_train.shape)
print(y_train.shape)
(12750, 10) (12750, 1)
import sys
from tensorflow.keras import Sequential
from tensorflow.keras.layers import Dense
from keras.layers import Dropout
# Initialising the ANN - Defining as a sequence of layers or a Graph
classifier = Sequential()
# Input Layer
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu', input_dim = 10))
#classifier.add(Dropout(0.1))
# Second hidden layer
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu'))
#classifier.add(Dropout(0.1))
# Output layer
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
# Compiling the ANN
classifier.compile(optimizer = 'adam',loss= 'binary_crossentropy',metrics=['accuracy'])
# Fitting the ANN to the Training Set
classifier.fit(X_train, y_train, batch_size = 10, epochs = 100)
Epoch 1/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.6184 - accuracy: 0.6968 Epoch 2/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.5384 - accuracy: 0.7519 Epoch 3/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4994 - accuracy: 0.7645 Epoch 4/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4819 - accuracy: 0.7682 Epoch 5/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4733 - accuracy: 0.7696 Epoch 6/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4689 - accuracy: 0.7729: 1s - loss: 0.465 - ETA: Epoch 7/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4640 - accuracy: 0.7762 Epoch 8/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4615 - accuracy: 0.7754 Epoch 9/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4589 - accuracy: 0.7790: 0s - loss: 0.4596 - accuracy: 0. - ETA: 0s - loss: 0.4618 - Epoch 10/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7780: 0s - loss: 0.455 Epoch 11/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4525 - accuracy: 0.7831 Epoch 12/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4507 - accuracy: 0.7827 Epoch 13/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4491 - accuracy: 0.7816 Epoch 14/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4485 - accuracy: 0.7833 Epoch 15/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4475 - accuracy: 0.7853 Epoch 16/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4468 - accuracy: 0.7844 Epoch 17/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7854 Epoch 18/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7831: 0s - loss: 0.4472 - accuracy: 0. Epoch 19/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4452 - accuracy: 0.7899 Epoch 20/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4452 - accuracy: 0.7847 Epoch 21/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4444 - accuracy: 0.7852 Epoch 22/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4444 - accuracy: 0.7868 Epoch 23/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7824 Epoch 24/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4437 - accuracy: 0.7866 Epoch 25/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4432 - accuracy: 0.7857: 0s - l Epoch 26/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4427 - accuracy: 0.7870 Epoch 27/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4426 - accuracy: 0.7856 Epoch 28/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4419 - accuracy: 0.7867: 1s - loss: 0.4401 - accu - ETA: 0s - loss: 0.4373 - accuracy - ETA: 0s - loss: 0.4 Epoch 29/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4415 - accuracy: 0.7873 Epoch 30/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4411 - accuracy: 0.7855 Epoch 31/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4407 - accuracy: 0.7880 Epoch 32/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4409 - accuracy: 0.7852 Epoch 33/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4395 - accuracy: 0.7871: 0s - loss: 0.4377 - accuracy: 0. Epoch 34/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4400 - accuracy: 0.7882 Epoch 35/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4403 - accuracy: 0.7872 Epoch 36/100 1275/1275 [==============================] - 1s 967us/step - loss: 0.4392 - accuracy: 0.7875 Epoch 37/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7889 Epoch 38/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7889 Epoch 39/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4387 - accuracy: 0.7877 Epoch 40/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7888 Epoch 41/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4380 - accuracy: 0.7898: 0s - loss: 0 - ETA: 0s - loss: 0.4373 - accu Epoch 42/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4376 - accuracy: 0.7864 Epoch 43/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4379 - accuracy: 0.7886: 0s - loss: 0.4376 - accuracy: 0.78 Epoch 44/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4382 - accuracy: 0.7871 Epoch 45/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7913 Epoch 46/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7889 Epoch 47/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7886 Epoch 48/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4375 - accuracy: 0.7893 Epoch 49/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4365 - accuracy: 0.7905 Epoch 50/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4378 - accuracy: 0.7897 Epoch 51/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4371 - accuracy: 0.7888 Epoch 52/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4372 - accuracy: 0.7892 Epoch 53/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4365 - accuracy: 0.7917 Epoch 54/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4368 - accuracy: 0.7896: 0s - loss: - ETA: 0s - loss: 0.4377 - accuracy: Epoch 55/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7887: 0s - loss: 0 Epoch 56/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4368 - accuracy: 0.7890 Epoch 57/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4366 - accuracy: 0.7895 Epoch 58/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7900 Epoch 59/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4369 - accuracy: 0.7904 Epoch 60/100 1275/1275 [==============================] - 2s 2ms/step - loss: 0.4364 - accuracy: 0.7896 Epoch 61/100 1275/1275 [==============================] - 3s 2ms/step - loss: 0.4361 - accuracy: 0.7895 Epoch 62/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4365 - accuracy: 0.7902 Epoch 63/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4362 - accuracy: 0.7888 Epoch 64/100 1275/1275 [==============================] - 1s 932us/step - loss: 0.4366 - accuracy: 0.7911 Epoch 65/100 1275/1275 [==============================] - 1s 957us/step - loss: 0.4363 - accuracy: 0.7887 Epoch 66/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7915: 0s - loss: 0.4378 - accuracy Epoch 67/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7920: 0s - loss: 0.4359 - accuracy: 0. Epoch 68/100 1275/1275 [==============================] - 1s 963us/step - loss: 0.4365 - accuracy: 0.7888 Epoch 69/100 1275/1275 [==============================] - 1s 942us/step - loss: 0.4361 - accuracy: 0.79000s - loss: 0.4356 - ac Epoch 70/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7888: 0s - loss: 0.4393 - ac Epoch 71/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7894 Epoch 72/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4358 - accuracy: 0.7922 Epoch 73/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7910 Epoch 74/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7894 Epoch 75/100 1275/1275 [==============================] - 1s 988us/step - loss: 0.4361 - accuracy: 0.7922 Epoch 76/100 1275/1275 [==============================] - 1s 878us/step - loss: 0.4359 - accuracy: 0.7882 Epoch 77/100 1275/1275 [==============================] - 1s 918us/step - loss: 0.4358 - accuracy: 0.7885 Epoch 78/100 1275/1275 [==============================] - 1s 977us/step - loss: 0.4360 - accuracy: 0.7900 Epoch 79/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7906 Epoch 80/100 1275/1275 [==============================] - 1s 922us/step - loss: 0.4363 - accuracy: 0.7897 Epoch 81/100 1275/1275 [==============================] - 1s 931us/step - loss: 0.4359 - accuracy: 0.7900 Epoch 82/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4358 - accuracy: 0.7894 Epoch 83/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7911 Epoch 84/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7889 Epoch 85/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4355 - accuracy: 0.7919 Epoch 86/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7896 Epoch 87/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7881 Epoch 88/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7904 Epoch 89/100 1275/1275 [==============================] - 1s 973us/step - loss: 0.4347 - accuracy: 0.7911 Epoch 90/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7905 Epoch 91/100 1275/1275 [==============================] - 1s 974us/step - loss: 0.4352 - accuracy: 0.7889 Epoch 92/100 1275/1275 [==============================] - 1s 944us/step - loss: 0.4356 - accuracy: 0.78960s - Epoch 93/100 1275/1275 [==============================] - 1s 925us/step - loss: 0.4352 - accuracy: 0.7915 Epoch 94/100 1275/1275 [==============================] - 1s 977us/step - loss: 0.4348 - accuracy: 0.78940s - loss: Epoch 95/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4350 - accuracy: 0.7923 Epoch 96/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7918 Epoch 97/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4353 - accuracy: 0.7921 Epoch 98/100 1275/1275 [==============================] - 1s 969us/step - loss: 0.4350 - accuracy: 0.7884 Epoch 99/100 1275/1275 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7903 Epoch 100/100 1275/1275 [==============================] - 2s 1ms/step - loss: 0.4345 - accuracy: 0.7901
<tensorflow.python.keras.callbacks.History at 0x7feb18675710>
loss, acc = classifier.evaluate(X_test, y_test, verbose=0)
print('Accuracy: %.3f' % acc)
print('Loss: %.3f' % loss)
Accuracy: 0.792 Loss: 0.466
from sklearn import metrics
from sklearn.metrics import accuracy_score
from sklearn.metrics import confusion_matrix
from sklearn.metrics import classification_report
y_pred = classifier.predict(X_test)
y_pred = (y_pred > 0.5)
import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns
conf_matrix = confusion_matrix(y_test, y_pred)
sns.heatmap(conf_matrix,annot=True,fmt = 'd',square = True,
xticklabels=['not churn','churn'],
yticklabels=['not churn','churn'],
linewidths = 2,linecolor = 'w',cmap = 'Set1')
plt.subplots_adjust(wspace = .3,hspace = .3)
print(classification_report(y_test, y_pred))
precision recall f1-score support
0 0.92 0.81 0.86 1588
1 0.50 0.74 0.59 412
accuracy 0.79 2000
macro avg 0.71 0.77 0.73 2000
weighted avg 0.83 0.79 0.81 2000
After addressing the imbalance in the target variable and their metrics compared, it seems that the recall has improved quite significantly from 44 to 74 (i.e., model was able to catch 74% (Recall) of customers that will not leave in the next 6 months. Recall is an important metric in predicting bank customer chrun as the bank would want to retain as many customers as possible to let the existing business thrive.
from sklearn.model_selection import cross_val_score
from sklearn.model_selection import GridSearchCV
from keras.wrappers.scikit_learn import KerasClassifier
from keras.layers import Dense, Input, Dropout
from keras.models import Sequential
from keras.layers import Dense
def build_classifier(optimizer):
classifier = Sequential()
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu', input_dim = 10))
classifier.add(Dense(units = 5, kernel_initializer = 'uniform', activation = 'relu'))
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
classifier.compile(optimizer = optimizer, loss = 'binary_crossentropy', metrics = ['accuracy'])
return classifier
classifier = KerasClassifier(build_fn = build_classifier)
parameters = {'batch_size': [16,32,64], 'epochs': [100, 500], 'optimizer': ['adam', 'rmsprop','SGD']}
grid_search = GridSearchCV(estimator = classifier,param_grid = parameters, scoring = 'accuracy',cv = 10)
grid_result = grid_search.fit(X_train, y_train)
best_parameters = grid_result.best_params_
best_accuracy = grid_result.best_score_
Epoch 1/100 718/718 [==============================] - 1s 2ms/step - loss: 0.5998 - accuracy: 0.6882 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5261 - accuracy: 0.7441: 0s - loss: 0.5293 - accura Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4949 - accuracy: 0.7581 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4773 - accuracy: 0.7670 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4701 - accuracy: 0.7678 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4654 - accuracy: 0.7732 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4629 - accuracy: 0.7727 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4608 - accuracy: 0.7723 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7716 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7755 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7761 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4565 - accuracy: 0.7741 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7763 Epoch 14/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4549 - accuracy: 0.7779 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7759 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7783: 0s - loss: 0.4538 - accuracy: 0.77 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7773 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7789 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7782 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7803 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7799 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7786 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7814 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7820 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7822 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4476 - accuracy: 0.7841 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4471 - accuracy: 0.7844 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7853: 0s - loss: 0.4 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7863: 0s - loss: 0.4543 - accuracy: - ETA: 0s - loss: 0.4470 - accuracy: Epoch 30/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4427 - accuracy: 0.7892 Epoch 31/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4414 - accuracy: 0.7856 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7858 Epoch 33/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4403 - accuracy: 0.7886 Epoch 34/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4398 - accuracy: 0.7887 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7889 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7885 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7892: 0s - loss: 0.439 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7883 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7913 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7880 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7909 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7891 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7895 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7887 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7892 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7909: 0s - loss: 0.4400 - accuracy: 0. Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7916 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7912 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7936 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7943 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7955 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7943 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7921 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7941 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7927 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7931 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7971 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7950 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7952 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7947 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7969 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7959: 0s - loss: 0.4285 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7958 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7945 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7963 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7959 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7950 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7949 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7943 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7954 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7944 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7955: 0s - loss: 0.4366 - accura - ETA: 0s - loss: 0.419 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7955: 0s - loss: 0.4175 - accuracy: - ETA: 0s - loss: 0.4241 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7934 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7946 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7929 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7969 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7957 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7942 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7941 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7948 Epoch 82/100 718/718 [==============================] - 1s 991us/step - loss: 0.4282 - accuracy: 0.7955 Epoch 83/100 718/718 [==============================] - 1s 995us/step - loss: 0.4285 - accuracy: 0.7926 Epoch 84/100 718/718 [==============================] - 1s 967us/step - loss: 0.4281 - accuracy: 0.7976 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7963 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7956 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7941 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7951 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7969 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7945 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7945 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7947 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7957 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7960 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7958 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7939: 0s - loss: 0.4290 - ac Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7971 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7948: 0s - loss: 0.4276 - accuracy: 0. Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7949 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7956 Epoch 1/100 718/718 [==============================] - 1s 996us/step - loss: 0.6343 - accuracy: 0.62590s - loss: 0.6396 - accuracy: Epoch 2/100 718/718 [==============================] - 1s 981us/step - loss: 0.5689 - accuracy: 0.73900s - loss: 0.5740 - accuracy Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5329 - accuracy: 0.7540 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5085 - accuracy: 0.7603 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4927 - accuracy: 0.7658 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4824 - accuracy: 0.7726 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4748 - accuracy: 0.7731 Epoch 8/100 718/718 [==============================] - 1s 998us/step - loss: 0.4696 - accuracy: 0.7732 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4654 - accuracy: 0.7773 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4607 - accuracy: 0.7761 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7780 Epoch 12/100 718/718 [==============================] - 1s 993us/step - loss: 0.4533 - accuracy: 0.7820 Epoch 13/100 718/718 [==============================] - 1s 1000us/step - loss: 0.4518 - accuracy: 0.7839 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7859 Epoch 15/100 718/718 [==============================] - 1s 991us/step - loss: 0.4487 - accuracy: 0.7847 Epoch 16/100 718/718 [==============================] - 1s 966us/step - loss: 0.4482 - accuracy: 0.7849 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4467 - accuracy: 0.7881: 0s - loss: 0.4397 - ac Epoch 18/100 718/718 [==============================] - 1s 986us/step - loss: 0.4468 - accuracy: 0.7893 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7875 Epoch 20/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4444 - accuracy: 0.7936: 0s - loss: 0.4358 - accuracy - ETA: 1s - los Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7911 Epoch 22/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4441 - accuracy: 0.7905 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7900 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7904 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7904 Epoch 26/100 718/718 [==============================] - 1s 938us/step - loss: 0.4419 - accuracy: 0.7903 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7920 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7907 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7922 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7912 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7933 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7910 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7920 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7910 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7936: 0s - loss: 0.4 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7912 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7889 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7926 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7920 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7948 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7910 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7955 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7940 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7940 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7932 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7952 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7960: 0s - loss: 0.4355 - accura Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7945 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7960 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7960 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7963 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7943 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7931 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7962 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7969 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7969 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7984 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7976: 0s - loss: 0.4311 - ac Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7961 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7963 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7944: 0s - los Epoch 62/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4334 - accuracy: 0.7985 Epoch 63/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4325 - accuracy: 0.7970 Epoch 64/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4331 - accuracy: 0.7958 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7967 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7971 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7959 Epoch 68/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4320 - accuracy: 0.7959: 0s - loss: 0.4323 - accuracy: 0.79 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7982 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7955 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.8002 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7989 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7990 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7969 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7948 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7983 Epoch 77/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7970 Epoch 78/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7985 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7983: 0s - loss: 0.4 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7974 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8020 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7997: 0s - loss: 0.4322 - accuracy Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7976 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7990 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8019 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7972 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8023 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7961 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8010 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7983 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7998 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8000 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7997 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8011 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8003 Epoch 96/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4293 - accuracy: 0.7983: 0s - loss: 0 Epoch 97/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4285 - accuracy: 0.7999 Epoch 98/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7998 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8000 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8001 Epoch 1/100 718/718 [==============================] - 1s 2ms/step - loss: 0.5959 - accuracy: 0.6951 Epoch 2/100 718/718 [==============================] - 1s 2ms/step - loss: 0.5249 - accuracy: 0.7454 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4959 - accuracy: 0.7584 Epoch 4/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4774 - accuracy: 0.7672 Epoch 5/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4678 - accuracy: 0.7704 Epoch 6/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4618 - accuracy: 0.7732: 0s - loss: 0.4 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7764 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7769 Epoch 9/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4538 - accuracy: 0.7802 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7806 Epoch 11/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7811 Epoch 12/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4487 - accuracy: 0.7847 Epoch 13/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4484 - accuracy: 0.7825 Epoch 14/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4478 - accuracy: 0.7860: 0s - loss: Epoch 15/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4469 - accuracy: 0.7853 Epoch 16/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4469 - accuracy: 0.7847 Epoch 17/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4461 - accuracy: 0.7852 Epoch 18/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4463 - accuracy: 0.7846 Epoch 19/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4469 - accuracy: 0.7820 Epoch 20/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4456 - accuracy: 0.7861 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7842 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7841 Epoch 23/100 718/718 [==============================] - 1s 976us/step - loss: 0.4450 - accuracy: 0.7886 Epoch 24/100 718/718 [==============================] - 1s 990us/step - loss: 0.4452 - accuracy: 0.7861 Epoch 25/100 718/718 [==============================] - 1s 986us/step - loss: 0.4454 - accuracy: 0.7836 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7861 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7854 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7859 Epoch 29/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4450 - accuracy: 0.7845 Epoch 30/100 718/718 [==============================] - 1s 984us/step - loss: 0.4453 - accuracy: 0.7847 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7880: 0s - loss: 0.4446 - accuracy: 0.78 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7833 Epoch 33/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4446 - accuracy: 0.7858 Epoch 34/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4446 - accuracy: 0.7873 Epoch 35/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4444 - accuracy: 0.7867 Epoch 36/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4445 - accuracy: 0.7859 Epoch 37/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4444 - accuracy: 0.7868 Epoch 38/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4437 - accuracy: 0.7869: 0s - l Epoch 39/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4447 - accuracy: 0.7847 Epoch 40/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4442 - accuracy: 0.7840: 0s - loss: 0.4405 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7862 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7871 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7860 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7877 Epoch 45/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4424 - accuracy: 0.7860 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7881 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4417 - accuracy: 0.7864 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7868 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7883 Epoch 50/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4403 - accuracy: 0.7857 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7875 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7887 Epoch 53/100 718/718 [==============================] - 1s 881us/step - loss: 0.4393 - accuracy: 0.7889 Epoch 54/100 718/718 [==============================] - 1s 871us/step - loss: 0.4390 - accuracy: 0.7896 Epoch 55/100 718/718 [==============================] - 1s 871us/step - loss: 0.4376 - accuracy: 0.7928 Epoch 56/100 718/718 [==============================] - 1s 860us/step - loss: 0.4378 - accuracy: 0.7910 Epoch 57/100 718/718 [==============================] - 1s 872us/step - loss: 0.4363 - accuracy: 0.7916 Epoch 58/100 718/718 [==============================] - 1s 959us/step - loss: 0.4368 - accuracy: 0.7899 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7916 Epoch 60/100 718/718 [==============================] - 1s 980us/step - loss: 0.4360 - accuracy: 0.7909 Epoch 61/100 718/718 [==============================] - 1s 970us/step - loss: 0.4359 - accuracy: 0.7925 Epoch 62/100 718/718 [==============================] - 1s 902us/step - loss: 0.4358 - accuracy: 0.7914 Epoch 63/100 718/718 [==============================] - 1s 869us/step - loss: 0.4353 - accuracy: 0.7911 Epoch 64/100 718/718 [==============================] - 1s 878us/step - loss: 0.4351 - accuracy: 0.7929 Epoch 65/100 718/718 [==============================] - 1s 867us/step - loss: 0.4347 - accuracy: 0.7906 Epoch 66/100 718/718 [==============================] - 1s 999us/step - loss: 0.4347 - accuracy: 0.7916 Epoch 67/100 718/718 [==============================] - 1s 920us/step - loss: 0.4353 - accuracy: 0.7932 Epoch 68/100 718/718 [==============================] - 1s 945us/step - loss: 0.4345 - accuracy: 0.7918 Epoch 69/100 718/718 [==============================] - 1s 867us/step - loss: 0.4340 - accuracy: 0.7930 Epoch 70/100 718/718 [==============================] - 1s 959us/step - loss: 0.4338 - accuracy: 0.7942 Epoch 71/100 718/718 [==============================] - 1s 964us/step - loss: 0.4338 - accuracy: 0.7915 Epoch 72/100 718/718 [==============================] - 1s 976us/step - loss: 0.4336 - accuracy: 0.7915 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7910 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7943 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7922 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7924 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7908 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7921 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7927 Epoch 80/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4327 - accuracy: 0.7928: 0s - loss: Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7941 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7947: 0s - loss: 0.4359 - accu Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7920 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7929 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7920 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7922 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7930 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7942 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7929 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7946 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7942 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7936 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7952 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7945 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7936 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7936 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7934 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7926 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7927 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7936 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6023 - accuracy: 0.6744 Epoch 2/100 718/718 [==============================] - 1s 991us/step - loss: 0.5179 - accuracy: 0.7556 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4874 - accuracy: 0.7648 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4746 - accuracy: 0.7679: 0s - loss: 0.4710 - accu - ETA: 0s - loss: 0.4753 - accuracy: 0.76 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4695 - accuracy: 0.7683: 0s - loss: 0.4727 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4663 - accuracy: 0.7693 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4643 - accuracy: 0.7687 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4626 - accuracy: 0.7708 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4611 - accuracy: 0.7712 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7724 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4606 - accuracy: 0.7733 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4604 - accuracy: 0.7718 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7749 Epoch 14/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4596 - accuracy: 0.7739 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7706 Epoch 16/100 718/718 [==============================] - 1s 976us/step - loss: 0.4594 - accuracy: 0.7753 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4592 - accuracy: 0.7733 Epoch 18/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4588 - accuracy: 0.7759 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7765 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7751 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7757 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7757 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7759 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7770 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7742 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7776 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7765 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7769: 0s - loss: Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7751 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7764: 0s - loss: 0.4544 - accura Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7759 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7789 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7781 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7787: 0s - loss: 0.4408 - accuracy: 0.79 - ETA: 0s - l Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7753 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4565 - accuracy: 0.7780 Epoch 37/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4567 - accuracy: 0.7773 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7750 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7784 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7793 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7786: 0s - loss: 0 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7766: 0s - loss: 0.4547 - accuracy: Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7772 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7766: 0s - loss: 0.462 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7780 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7785 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7788 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7796 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7790 Epoch 50/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4547 - accuracy: 0.7796 Epoch 51/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4559 - accuracy: 0.7794 Epoch 52/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4559 - accuracy: 0.7774 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4552 - accuracy: 0.7783: 0s - loss: 0 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7777 Epoch 55/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4549 - accuracy: 0.7802 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7794 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7782 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7801 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7788 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7794 Epoch 61/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4555 - accuracy: 0.7789 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7791 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7803 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7792 Epoch 65/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4549 - accuracy: 0.7802 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7780 Epoch 67/100 718/718 [==============================] - 1s 997us/step - loss: 0.4549 - accuracy: 0.7820 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7798 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7796 Epoch 70/100 718/718 [==============================] - 1s 986us/step - loss: 0.4550 - accuracy: 0.7773 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7808 Epoch 72/100 718/718 [==============================] - 1s 863us/step - loss: 0.4552 - accuracy: 0.7798 Epoch 73/100 718/718 [==============================] - 1s 950us/step - loss: 0.4549 - accuracy: 0.7789 Epoch 74/100 718/718 [==============================] - 1s 933us/step - loss: 0.4551 - accuracy: 0.7822 Epoch 75/100 718/718 [==============================] - 1s 924us/step - loss: 0.4551 - accuracy: 0.7803 Epoch 76/100 718/718 [==============================] - 1s 880us/step - loss: 0.4548 - accuracy: 0.7792 Epoch 77/100 718/718 [==============================] - 1s 971us/step - loss: 0.4546 - accuracy: 0.7782 Epoch 78/100 718/718 [==============================] - 1s 935us/step - loss: 0.4551 - accuracy: 0.7805 Epoch 79/100 718/718 [==============================] - 1s 937us/step - loss: 0.4547 - accuracy: 0.7774 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7808 Epoch 81/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4547 - accuracy: 0.7795 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7792: 0s - loss: 0.4548 - accura Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7799 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7778 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7803 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7771 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7788 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7786 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7783 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7780 Epoch 91/100 718/718 [==============================] - 1s 919us/step - loss: 0.4543 - accuracy: 0.7789 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7815 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7805 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7798 Epoch 95/100 718/718 [==============================] - 1s 995us/step - loss: 0.4540 - accuracy: 0.7807 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7780 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7785 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7807 Epoch 99/100 718/718 [==============================] - 1s 944us/step - loss: 0.4541 - accuracy: 0.7796 Epoch 100/100 718/718 [==============================] - 1s 926us/step - loss: 0.4536 - accuracy: 0.7788 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6318 - accuracy: 0.6364 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5730 - accuracy: 0.7376 Epoch 3/100 718/718 [==============================] - 1s 895us/step - loss: 0.5307 - accuracy: 0.7568 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5016 - accuracy: 0.7667 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4869 - accuracy: 0.7700 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4780 - accuracy: 0.7681 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4725 - accuracy: 0.7734 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4692 - accuracy: 0.7752 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4672 - accuracy: 0.7743 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4650 - accuracy: 0.7738 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4642 - accuracy: 0.7741 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4636 - accuracy: 0.7773 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4630 - accuracy: 0.7739 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4624 - accuracy: 0.7742 Epoch 15/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4611 - accuracy: 0.7753: 0s - loss: 0.4604 - ac Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4611 - accuracy: 0.7774 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4602 - accuracy: 0.7761: 0s - loss: 0.4633 - accuracy: Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7747 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7778 Epoch 20/100 718/718 [==============================] - 1s 987us/step - loss: 0.4586 - accuracy: 0.7771 Epoch 21/100 718/718 [==============================] - 1s 968us/step - loss: 0.4588 - accuracy: 0.7782 Epoch 22/100 718/718 [==============================] - 1s 918us/step - loss: 0.4590 - accuracy: 0.7769 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7786 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7780 Epoch 25/100 718/718 [==============================] - 1s 931us/step - loss: 0.4574 - accuracy: 0.7800 Epoch 26/100 718/718 [==============================] - 1s 858us/step - loss: 0.4576 - accuracy: 0.7780 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7802: 0s - loss: 0.4574 - accuracy: 0. Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7774 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7812 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7767: 0s - loss: 0.4566 - accuracy: Epoch 31/100 718/718 [==============================] - 1s 911us/step - loss: 0.4569 - accuracy: 0.7773 Epoch 32/100 718/718 [==============================] - 1s 868us/step - loss: 0.4564 - accuracy: 0.7789 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7785 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4565 - accuracy: 0.7780 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7788: 0s - loss: 0.4537 - accura Epoch 36/100 718/718 [==============================] - 1s 952us/step - loss: 0.4564 - accuracy: 0.7797 Epoch 37/100 718/718 [==============================] - 1s 882us/step - loss: 0.4563 - accuracy: 0.7789 Epoch 38/100 718/718 [==============================] - 1s 881us/step - loss: 0.4556 - accuracy: 0.7807 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7799 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7791 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7803 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7799 Epoch 43/100 718/718 [==============================] - 1s 961us/step - loss: 0.4553 - accuracy: 0.7796 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7789 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7799 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7800 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7784 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7811 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7790 Epoch 50/100 718/718 [==============================] - 1s 907us/step - loss: 0.4554 - accuracy: 0.7796 Epoch 51/100 718/718 [==============================] - 1s 948us/step - loss: 0.4555 - accuracy: 0.7791 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7773 Epoch 53/100 718/718 [==============================] - 1s 897us/step - loss: 0.4552 - accuracy: 0.7799 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7799 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7792 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7803 Epoch 57/100 718/718 [==============================] - 1s 910us/step - loss: 0.4554 - accuracy: 0.7793 Epoch 58/100 718/718 [==============================] - 1s 897us/step - loss: 0.4545 - accuracy: 0.7799 Epoch 59/100 718/718 [==============================] - 1s 885us/step - loss: 0.4547 - accuracy: 0.7809 Epoch 60/100 718/718 [==============================] - 1s 902us/step - loss: 0.4549 - accuracy: 0.7786 Epoch 61/100 718/718 [==============================] - 1s 900us/step - loss: 0.4550 - accuracy: 0.7793 Epoch 62/100 718/718 [==============================] - 1s 909us/step - loss: 0.4552 - accuracy: 0.7777 Epoch 63/100 718/718 [==============================] - 1s 884us/step - loss: 0.4546 - accuracy: 0.7806 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7806 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7801 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7779 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7798 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7796 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7791 Epoch 70/100 718/718 [==============================] - 1s 987us/step - loss: 0.4544 - accuracy: 0.7778 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7781: 0s - loss: 0.4499 - Epoch 72/100 718/718 [==============================] - 1s 962us/step - loss: 0.4538 - accuracy: 0.7802 Epoch 73/100 718/718 [==============================] - 1s 861us/step - loss: 0.4545 - accuracy: 0.7779 Epoch 74/100 718/718 [==============================] - 1s 874us/step - loss: 0.4541 - accuracy: 0.7804 Epoch 75/100 718/718 [==============================] - 1s 886us/step - loss: 0.4543 - accuracy: 0.7806 Epoch 76/100 718/718 [==============================] - 1s 894us/step - loss: 0.4541 - accuracy: 0.7792 Epoch 77/100 718/718 [==============================] - 1s 892us/step - loss: 0.4544 - accuracy: 0.7798 Epoch 78/100 718/718 [==============================] - 1s 964us/step - loss: 0.4542 - accuracy: 0.7798 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7806 Epoch 80/100 718/718 [==============================] - 1s 950us/step - loss: 0.4543 - accuracy: 0.7810 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7793 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7797: 0s - loss: 0.4563 - accura Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7807: 0s - loss: 0.4549 - accura Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7786 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7800 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7805 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7784 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7783 Epoch 89/100 718/718 [==============================] - 1s 865us/step - loss: 0.4544 - accuracy: 0.7798 Epoch 90/100 718/718 [==============================] - 1s 862us/step - loss: 0.4543 - accuracy: 0.7809 Epoch 91/100 718/718 [==============================] - 1s 991us/step - loss: 0.4535 - accuracy: 0.7803 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7784 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7800 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7791 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7801 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7792 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7793 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7810: 0s - loss: 0.4526 - accu Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4532 - accuracy: 0.7789: 0s - loss: 0.4556 - accuracy: Epoch 100/100 718/718 [==============================] - 1s 925us/step - loss: 0.4532 - accuracy: 0.7806 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6204 - accuracy: 0.6417 Epoch 2/100 718/718 [==============================] - 1s 2ms/step - loss: 0.5579 - accuracy: 0.7394 Epoch 3/100 718/718 [==============================] - 1s 915us/step - loss: 0.5267 - accuracy: 0.7595 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5092 - accuracy: 0.7658 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4984 - accuracy: 0.7691 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4899 - accuracy: 0.7761 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4823 - accuracy: 0.7763 Epoch 8/100 718/718 [==============================] - 1s 880us/step - loss: 0.4759 - accuracy: 0.7788 Epoch 9/100 718/718 [==============================] - 1s 871us/step - loss: 0.4705 - accuracy: 0.7783 Epoch 10/100 718/718 [==============================] - 1s 859us/step - loss: 0.4648 - accuracy: 0.7843 Epoch 11/100 718/718 [==============================] - 1s 868us/step - loss: 0.4617 - accuracy: 0.7840 Epoch 12/100 718/718 [==============================] - 1s 848us/step - loss: 0.4584 - accuracy: 0.78680s - loss: 0.4572 - accuracy: Epoch 13/100 718/718 [==============================] - 1s 879us/step - loss: 0.4552 - accuracy: 0.7893 Epoch 14/100 718/718 [==============================] - 1s 894us/step - loss: 0.4523 - accuracy: 0.7909 Epoch 15/100 718/718 [==============================] - 1s 879us/step - loss: 0.4501 - accuracy: 0.7939 Epoch 16/100 718/718 [==============================] - 1s 903us/step - loss: 0.4479 - accuracy: 0.7920 Epoch 17/100 718/718 [==============================] - 1s 925us/step - loss: 0.4455 - accuracy: 0.7937 Epoch 18/100 718/718 [==============================] - 1s 893us/step - loss: 0.4445 - accuracy: 0.7912 Epoch 19/100 718/718 [==============================] - 1s 882us/step - loss: 0.4428 - accuracy: 0.7936 Epoch 20/100 718/718 [==============================] - 1s 936us/step - loss: 0.4418 - accuracy: 0.7968 Epoch 21/100 718/718 [==============================] - 1s 923us/step - loss: 0.4404 - accuracy: 0.7990 Epoch 22/100 718/718 [==============================] - 1s 891us/step - loss: 0.4399 - accuracy: 0.7968 Epoch 23/100 718/718 [==============================] - 1s 883us/step - loss: 0.4394 - accuracy: 0.7963 Epoch 24/100 718/718 [==============================] - 1s 960us/step - loss: 0.4389 - accuracy: 0.7977 Epoch 25/100 718/718 [==============================] - 1s 943us/step - loss: 0.4377 - accuracy: 0.7971 Epoch 26/100 718/718 [==============================] - 1s 891us/step - loss: 0.4379 - accuracy: 0.7962 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7964 Epoch 28/100 718/718 [==============================] - 1s 900us/step - loss: 0.4372 - accuracy: 0.7976 Epoch 29/100 718/718 [==============================] - 1s 934us/step - loss: 0.4370 - accuracy: 0.7955 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7959 Epoch 31/100 718/718 [==============================] - 1s 910us/step - loss: 0.4362 - accuracy: 0.7997 Epoch 32/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4358 - accuracy: 0.7985: 1s - loss: 0.4298 - accu Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7959 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7976 Epoch 35/100 718/718 [==============================] - 1s 998us/step - loss: 0.4358 - accuracy: 0.7983 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7979 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7984 Epoch 38/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4342 - accuracy: 0.7990 Epoch 39/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4349 - accuracy: 0.7970 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7976 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7984 Epoch 42/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4338 - accuracy: 0.7992 Epoch 43/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4330 - accuracy: 0.7979 Epoch 44/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4336 - accuracy: 0.7994 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7986 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7980 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7966 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7992 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7995 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7977 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.8001 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7992 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7995 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7992 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8004: 0s - loss: 0.4292 - accuracy Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8012 Epoch 57/100 718/718 [==============================] - 1s 976us/step - loss: 0.4315 - accuracy: 0.8010 Epoch 58/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4301 - accuracy: 0.7998 Epoch 59/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4304 - accuracy: 0.8008 Epoch 60/100 718/718 [==============================] - 2s 2ms/step - loss: 0.4302 - accuracy: 0.8010 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8005 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8000 Epoch 63/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4298 - accuracy: 0.8005 Epoch 64/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.8006: 0s - loss: 0.428 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8011 Epoch 66/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4298 - accuracy: 0.7990 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8010 Epoch 68/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4296 - accuracy: 0.8013 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8017 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8004 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7992 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7990 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8006 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8003 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8010 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8022 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8034: 0s - loss: 0.4212 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8012 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8001: 0s - loss: 0.4287 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8011 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8008 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8021 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7986 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7995 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8013 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7987 Epoch 87/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.8008 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8007 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8002 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8017 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8005 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8006 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8007 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8000 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8017 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8010 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8002 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7985 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8005 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8000 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6161 - accuracy: 0.6497 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5527 - accuracy: 0.7248 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5372 - accuracy: 0.7366 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5265 - accuracy: 0.7440 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5136 - accuracy: 0.7535 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4971 - accuracy: 0.7621 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4837 - accuracy: 0.7680: 0s - loss: 0.4924 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4768 - accuracy: 0.7693 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4706 - accuracy: 0.7740: 0s - loss: 0.4715 - accu Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4670 - accuracy: 0.7752 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4633 - accuracy: 0.7753 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7776 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7818 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4530 - accuracy: 0.7856 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7895 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7917 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4433 - accuracy: 0.7936 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7961 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7965 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7961 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7977: 0s - loss: 0.4381 - accuracy: 0.79 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7975 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7978: 0s - loss: 0.4390 - accuracy Epoch 24/100 718/718 [==============================] - 1s 990us/step - loss: 0.4367 - accuracy: 0.7972 Epoch 25/100 718/718 [==============================] - 1s 976us/step - loss: 0.4356 - accuracy: 0.7951 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7985 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7974 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7984: 0s - loss: 0.4356 - accuracy: 0. Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7969 Epoch 30/100 718/718 [==============================] - 1s 992us/step - loss: 0.4344 - accuracy: 0.7978 Epoch 31/100 718/718 [==============================] - 1s 998us/step - loss: 0.4335 - accuracy: 0.7969 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7976 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7985 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7985: 0s - loss: 0.4314 - accuracy: 0.80 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.8007 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7960 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7974 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7988 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7985 Epoch 40/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4322 - accuracy: 0.7987 Epoch 41/100 718/718 [==============================] - 1s 997us/step - loss: 0.4322 - accuracy: 0.7999 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7990: 0s - loss: 0.4310 - accuracy Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7976 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.8005 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7999 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7993 Epoch 47/100 718/718 [==============================] - 1s 956us/step - loss: 0.4316 - accuracy: 0.7989 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7991 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7992 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7976: 0s - loss: 0.4212 - Epoch 51/100 718/718 [==============================] - 1s 988us/step - loss: 0.4307 - accuracy: 0.8002 Epoch 52/100 718/718 [==============================] - 1s 999us/step - loss: 0.4311 - accuracy: 0.8001 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7974 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7966 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7986: 0s - loss: 0.4310 - accuracy: 0. Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7999: 0s - loss: 0.4304 - accuracy Epoch 57/100 718/718 [==============================] - 1s 952us/step - loss: 0.4306 - accuracy: 0.7980 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7995 Epoch 59/100 718/718 [==============================] - 1s 987us/step - loss: 0.4309 - accuracy: 0.7979 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7976 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7980: 0s - loss: 0.4274 - accuracy: 0. Epoch 62/100 718/718 [==============================] - 1s 978us/step - loss: 0.4305 - accuracy: 0.7977 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7968: 0s - loss: 0.4320 - accuracy: Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7976 Epoch 65/100 718/718 [==============================] - 1s 961us/step - loss: 0.4310 - accuracy: 0.7983 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7956 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7984: 0s - loss: 0.429 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7983 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7972 Epoch 70/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4293 - accuracy: 0.7995 Epoch 71/100 718/718 [==============================] - 1s 960us/step - loss: 0.4295 - accuracy: 0.8005 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7986 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7977 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7976 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7976 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7969 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7975 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8006 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7970 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7995 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7979 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8003 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7954: 0s - loss: 0.4314 - ac Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7994: 0s - loss: 0.4256 - ac Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8003 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7991: 0s - loss: 0.4207 - accura - ETA: 0s - loss: 0.4241 - accura Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7981 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7986 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7983 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7969: 0s - loss: 0.4 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7996 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7954 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7997: 0s - loss: 0 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7984: 0s - loss: 0.4224 - Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7984 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7981 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7983 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7973 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7999: 0s - loss: 0.4335 - ac Epoch 100/100 718/718 [==============================] - 1s 999us/step - loss: 0.4283 - accuracy: 0.7984 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5968 - accuracy: 0.6920 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5059 - accuracy: 0.7551 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4767 - accuracy: 0.7660 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4652 - accuracy: 0.7723 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7766 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7780 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7803 Epoch 8/100 718/718 [==============================] - 1s 995us/step - loss: 0.4548 - accuracy: 0.7812 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7814 Epoch 10/100 718/718 [==============================] - 1s 999us/step - loss: 0.4537 - accuracy: 0.7820 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7819 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7818 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7828 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7852: 0s - loss: 0.4499 - accuracy: 0. Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7826 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7847 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7864 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7891 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7859 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7857 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7888 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7885: 0s - loss: 0.4472 - ac Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7869 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7892 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7908 Epoch 26/100 718/718 [==============================] - 1s 998us/step - loss: 0.4471 - accuracy: 0.7893 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7885 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7891: 0s - loss: 0.4465 - accura Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7885 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7886 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7900: 0s - loss: 0.454 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7896: 0s - loss: 0.4394 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4468 - accuracy: 0.7870 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4471 - accuracy: 0.7885 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7876 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7874: 0s - loss: 0.4463 - accuracy: 0. Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7881 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7889: 0s - loss: 0.4527 - accura Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7896 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7898: 0s - loss: 0.4479 - accuracy: Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7887 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7889 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7896 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7882 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4457 - accuracy: 0.7897 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7880 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7888 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7911 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7908 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7857 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7917: 0s - loss: 0.4455 - accu Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7895 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7873 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7897 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7888 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7886 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7883 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7916 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7912 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7900 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4439 - accuracy: 0.7897 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7922 Epoch 63/100 718/718 [==============================] - 1s 989us/step - loss: 0.4442 - accuracy: 0.7921 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7900: 0s - loss: 0.4441 - accuracy: Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4432 - accuracy: 0.7905 Epoch 66/100 718/718 [==============================] - 1s 999us/step - loss: 0.4447 - accuracy: 0.7920 Epoch 67/100 718/718 [==============================] - 1s 928us/step - loss: 0.4438 - accuracy: 0.79240s - loss: 0.4447 - accuracy: 0. Epoch 68/100 718/718 [==============================] - 1s 996us/step - loss: 0.4438 - accuracy: 0.7905 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7929 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4439 - accuracy: 0.7879 Epoch 71/100 718/718 [==============================] - 1s 999us/step - loss: 0.4441 - accuracy: 0.7877 Epoch 72/100 718/718 [==============================] - 1s 980us/step - loss: 0.4441 - accuracy: 0.7887 Epoch 73/100 718/718 [==============================] - 1s 981us/step - loss: 0.4438 - accuracy: 0.7902 Epoch 74/100 718/718 [==============================] - 1s 995us/step - loss: 0.4439 - accuracy: 0.7907 Epoch 75/100 718/718 [==============================] - 1s 973us/step - loss: 0.4438 - accuracy: 0.7902 Epoch 76/100 718/718 [==============================] - 1s 980us/step - loss: 0.4434 - accuracy: 0.7909 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4437 - accuracy: 0.7897 Epoch 78/100 718/718 [==============================] - 1s 926us/step - loss: 0.4436 - accuracy: 0.7896 Epoch 79/100 718/718 [==============================] - 1s 977us/step - loss: 0.4436 - accuracy: 0.7898 Epoch 80/100 718/718 [==============================] - 1s 965us/step - loss: 0.4437 - accuracy: 0.7926 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7902 Epoch 82/100 718/718 [==============================] - 1s 960us/step - loss: 0.4436 - accuracy: 0.79050s - loss: 0.4443 - accuracy: 0. Epoch 83/100 718/718 [==============================] - 1s 992us/step - loss: 0.4437 - accuracy: 0.7900 Epoch 84/100 718/718 [==============================] - 1s 999us/step - loss: 0.4438 - accuracy: 0.7900 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7899 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7922 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7925 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7907: 0s - loss: 0.4434 - accuracy: - ETA: 0s - loss: 0.4437 - accuracy: 0.79 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4432 - accuracy: 0.7895 Epoch 90/100 718/718 [==============================] - 1s 995us/step - loss: 0.4427 - accuracy: 0.7902 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7907 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4417 - accuracy: 0.7928 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4426 - accuracy: 0.7903 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7927 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7907 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7933 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7937: 0s - loss: 0.4443 - accuracy Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7900 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7904 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7920 Epoch 1/100 718/718 [==============================] - 1s 945us/step - loss: 0.6015 - accuracy: 0.6801 Epoch 2/100 718/718 [==============================] - 1s 999us/step - loss: 0.5163 - accuracy: 0.7500 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4862 - accuracy: 0.7641 Epoch 4/100 718/718 [==============================] - 1s 968us/step - loss: 0.4725 - accuracy: 0.7693 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7728 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4628 - accuracy: 0.7726 Epoch 7/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4616 - accuracy: 0.7730 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4603 - accuracy: 0.7763: 0s - loss: 0.4597 - accu Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4606 - accuracy: 0.7797 Epoch 10/100 718/718 [==============================] - 1s 986us/step - loss: 0.4597 - accuracy: 0.7763 Epoch 11/100 718/718 [==============================] - 1s 985us/step - loss: 0.4594 - accuracy: 0.77710s - loss: 0.4620 - ac Epoch 12/100 718/718 [==============================] - 1s 977us/step - loss: 0.4582 - accuracy: 0.7777 Epoch 13/100 718/718 [==============================] - 1s 992us/step - loss: 0.4586 - accuracy: 0.7784 Epoch 14/100 718/718 [==============================] - 1s 994us/step - loss: 0.4577 - accuracy: 0.7787 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7811 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7793 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7785: 0s - loss: 0.4572 - accuracy Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7802 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7780 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7792 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7809 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7801 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7776 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7790 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7798 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7802 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7804 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4565 - accuracy: 0.7806 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7787 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7806 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7784 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7783 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7797 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7786 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7827 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7792: 0s - loss: 0.456 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7826 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7802 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7820 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7821 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7830 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7828 Epoch 43/100 718/718 [==============================] - 1s 975us/step - loss: 0.4520 - accuracy: 0.7819 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7841 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7858 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7851 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7845 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7835 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7852 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4467 - accuracy: 0.7882 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7874 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7895 Epoch 53/100 718/718 [==============================] - 1s 996us/step - loss: 0.4428 - accuracy: 0.7896 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7900 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7919 Epoch 56/100 718/718 [==============================] - 1s 956us/step - loss: 0.4407 - accuracy: 0.7910 Epoch 57/100 718/718 [==============================] - 1s 973us/step - loss: 0.4408 - accuracy: 0.7899 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7909 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7915 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7936 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7936 Epoch 62/100 718/718 [==============================] - 1s 984us/step - loss: 0.4394 - accuracy: 0.7899 Epoch 63/100 718/718 [==============================] - 1s 974us/step - loss: 0.4389 - accuracy: 0.7930 Epoch 64/100 718/718 [==============================] - 1s 994us/step - loss: 0.4387 - accuracy: 0.7918 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7929 Epoch 66/100 718/718 [==============================] - 1s 998us/step - loss: 0.4390 - accuracy: 0.7928 Epoch 67/100 718/718 [==============================] - 1s 996us/step - loss: 0.4385 - accuracy: 0.7909 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7903 Epoch 69/100 718/718 [==============================] - 1s 987us/step - loss: 0.4382 - accuracy: 0.79360s - loss: 0.4379 - accuracy: 0. Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7926 Epoch 71/100 718/718 [==============================] - 1s 984us/step - loss: 0.4379 - accuracy: 0.7933 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7906 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7916 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7924 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7946 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7922 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7950 Epoch 78/100 718/718 [==============================] - 1s 987us/step - loss: 0.4374 - accuracy: 0.7937 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7927: 0s - loss: 0.4356 - accuracy: 0. Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7942 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7910 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7937 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7927: 0s - loss: 0.4392 - accura Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7916 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7936 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7925 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7915 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7936 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7910 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7929: 0s - loss: 0.4 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7947 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7929 Epoch 93/100 718/718 [==============================] - 1s 983us/step - loss: 0.4371 - accuracy: 0.7912 Epoch 94/100 718/718 [==============================] - 1s 993us/step - loss: 0.4366 - accuracy: 0.7917 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7933 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7950 Epoch 97/100 718/718 [==============================] - 1s 986us/step - loss: 0.4365 - accuracy: 0.7931 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7936 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7925 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7919 Epoch 1/100 718/718 [==============================] - 1s 972us/step - loss: 0.6076 - accuracy: 0.6808 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5119 - accuracy: 0.7543 Epoch 3/100 718/718 [==============================] - 1s 976us/step - loss: 0.4844 - accuracy: 0.7642 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4740 - accuracy: 0.7678: 0s - loss: 0.4721 - accuracy: 0. Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4683 - accuracy: 0.7699 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4655 - accuracy: 0.7736 Epoch 7/100 718/718 [==============================] - 1s 985us/step - loss: 0.4637 - accuracy: 0.7713 Epoch 8/100 718/718 [==============================] - 1s 984us/step - loss: 0.4628 - accuracy: 0.77760s - loss: 0.4667 - accura Epoch 9/100 718/718 [==============================] - 1s 996us/step - loss: 0.4621 - accuracy: 0.7730 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4606 - accuracy: 0.7748 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4604 - accuracy: 0.7746: 0s - loss: 0.4646 - ac Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4610 - accuracy: 0.7763 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7749 Epoch 14/100 718/718 [==============================] - 1s 960us/step - loss: 0.4597 - accuracy: 0.7746 Epoch 15/100 718/718 [==============================] - 1s 992us/step - loss: 0.4596 - accuracy: 0.77930s - loss: 0.4595 - accuracy: 0.77 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4598 - accuracy: 0.7769 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7783 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4595 - accuracy: 0.7744 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4590 - accuracy: 0.7753 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7763 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7759 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7773: 0s - loss: 0.4587 - accuracy: 0. Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4588 - accuracy: 0.7785 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4590 - accuracy: 0.7789 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7788: 0s - loss: Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7787 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4586 - accuracy: 0.7777 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4580 - accuracy: 0.7773 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7785 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7772 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7797 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7777 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7788 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7762 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7780 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7779 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7769 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7766 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7795 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7786: 0s - loss: 0.4582 - accuracy: Epoch 41/100 718/718 [==============================] - 1s 975us/step - loss: 0.4570 - accuracy: 0.7780 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7780 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7784 Epoch 44/100 718/718 [==============================] - 1s 991us/step - loss: 0.4571 - accuracy: 0.7771 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7766 Epoch 46/100 718/718 [==============================] - 1s 951us/step - loss: 0.4563 - accuracy: 0.7803 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7779 Epoch 48/100 718/718 [==============================] - 1s 956us/step - loss: 0.4569 - accuracy: 0.7793 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7769: 0s - loss: 0.4503 - Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7774 Epoch 51/100 718/718 [==============================] - 1s 996us/step - loss: 0.4569 - accuracy: 0.7791 Epoch 52/100 718/718 [==============================] - 1s 944us/step - loss: 0.4568 - accuracy: 0.7769 Epoch 53/100 718/718 [==============================] - 1s 988us/step - loss: 0.4565 - accuracy: 0.7769 Epoch 54/100 718/718 [==============================] - 1s 961us/step - loss: 0.4565 - accuracy: 0.7781 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7778 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7777 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7790 Epoch 58/100 718/718 [==============================] - 1s 968us/step - loss: 0.4566 - accuracy: 0.7785 Epoch 59/100 718/718 [==============================] - 1s 968us/step - loss: 0.4566 - accuracy: 0.7793 Epoch 60/100 718/718 [==============================] - 1s 979us/step - loss: 0.4565 - accuracy: 0.7793 Epoch 61/100 718/718 [==============================] - 1s 996us/step - loss: 0.4556 - accuracy: 0.7776 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7753 Epoch 63/100 718/718 [==============================] - 1s 934us/step - loss: 0.4565 - accuracy: 0.7782 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7769 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7797 Epoch 66/100 718/718 [==============================] - 1s 999us/step - loss: 0.4562 - accuracy: 0.7776 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7799 Epoch 68/100 718/718 [==============================] - 1s 993us/step - loss: 0.4561 - accuracy: 0.7797 Epoch 69/100 718/718 [==============================] - 1s 988us/step - loss: 0.4556 - accuracy: 0.7769 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7780 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7780 Epoch 72/100 718/718 [==============================] - 1s 995us/step - loss: 0.4559 - accuracy: 0.7792 Epoch 73/100 718/718 [==============================] - 1s 977us/step - loss: 0.4562 - accuracy: 0.7772 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7783 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7779 Epoch 76/100 718/718 [==============================] - 1s 997us/step - loss: 0.4557 - accuracy: 0.7788 Epoch 77/100 718/718 [==============================] - 1s 989us/step - loss: 0.4550 - accuracy: 0.7791 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7785 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7793: 0s - loss: 0.4 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7764: 0s - loss: 0.4549 - accu Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7788 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7763 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7792 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7788 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7808 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7809 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7794 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7775: 0s - loss: 0.4540 - accuracy Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7797 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7791 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7806: 0s - loss: 0.4530 - accu Epoch 92/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4551 - accuracy: 0.7784 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7775 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7784 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7803 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7807: 0s - loss: 0.4545 - Epoch 97/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4554 - accuracy: 0.7768 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7772: 0s - loss: 0.4546 - accuracy: 0.77 - ETA: 0s - loss: 0.4535 - ac Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7763 Epoch 100/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4543 - accuracy: 0.7788 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6393 - accuracy: 0.6587 Epoch 2/100 718/718 [==============================] - 1s 2ms/step - loss: 0.5596 - accuracy: 0.7242 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5429 - accuracy: 0.7342 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5191 - accuracy: 0.7484 Epoch 5/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4970 - accuracy: 0.7595: 0s - loss: 0.4993 - accu Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4801 - accuracy: 0.7623 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4689 - accuracy: 0.7728 Epoch 8/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4623 - accuracy: 0.7741 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7768 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7801 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7832 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7828 Epoch 13/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7832 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7851 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7841 Epoch 16/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4476 - accuracy: 0.7855 Epoch 17/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4467 - accuracy: 0.7880 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4461 - accuracy: 0.7861 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7877 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7890 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7896 Epoch 22/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4438 - accuracy: 0.7888 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4431 - accuracy: 0.7866 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4423 - accuracy: 0.7889 Epoch 25/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4426 - accuracy: 0.7890 Epoch 26/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4418 - accuracy: 0.7902 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4417 - accuracy: 0.7875: 0s - loss: Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7889 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7892 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7902 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7883 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7891 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7918 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7886 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7910 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7881 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7883 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7896 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7885: 0s - loss: 0.4408 - accuracy: - ETA: 0s - loss: 0.4385 - Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7885: 0s - loss: 0.4397 - accuracy: 0.78 - ETA: 0s - loss: 0.4402 - accuracy: Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7895: 0s - loss: 0.4370 - accuracy: 0. Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7908 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7930 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7910 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7909 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7921 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7928 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7903 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7915: 0s - loss: 0.4385 - accu Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7916: 0s - loss: 0.4347 - accura Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7898 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7913 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7930 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7926 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7909 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7922 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7914 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7906 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7916 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7950 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7920: 0s - loss: 0.4270 Epoch 62/100 718/718 [==============================] - 1s 996us/step - loss: 0.4333 - accuracy: 0.7939 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7914 Epoch 64/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4339 - accuracy: 0.7922: 1s - loss: 0.4 Epoch 65/100 718/718 [==============================] - 1s 996us/step - loss: 0.4334 - accuracy: 0.7910 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7941: 0s - loss: 0.422 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7948 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7938 Epoch 69/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4331 - accuracy: 0.7932 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7940 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7918 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7905 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7951: 0s - loss: 0.4 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7947 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7924 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7939 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7926 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7930 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7925 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7928: 0s - loss: 0.4307 - accu - ETA: 0s - loss: 0.4326 - accuracy: 0.79 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7946 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7943 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7922 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7929: 0s - loss: 0.4380 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7925 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7939: 0s - loss: Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7936 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7932 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7923 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7937 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7936: 0s - loss: 0.4307 - accuracy: 0. - ETA: 0s - loss: 0.4304 - ac Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7928 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7945 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7944 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7910 Epoch 96/100 718/718 [==============================] - 1s 999us/step - loss: 0.4317 - accuracy: 0.7922 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7929 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7939 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7929 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7916: 0s - loss: 0.4283 - accuracy Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6440 - accuracy: 0.6027 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5900 - accuracy: 0.7237 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5654 - accuracy: 0.7373 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5454 - accuracy: 0.7464 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5278 - accuracy: 0.7506 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5153 - accuracy: 0.7532 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5076 - accuracy: 0.7574 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5024 - accuracy: 0.7593: 0s - loss: 0.5020 - accuracy: 0. Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4991 - accuracy: 0.7592: 0s - loss: 0.4948 - accuracy: - ETA: 0s - loss: 0.4955 - accuracy: 0. Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4974 - accuracy: 0.7605 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4959 - accuracy: 0.7618 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4944 - accuracy: 0.7588 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4936 - accuracy: 0.7609 Epoch 14/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4931 - accuracy: 0.7585 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4925 - accuracy: 0.7593 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4919 - accuracy: 0.7585 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4916 - accuracy: 0.7589: 0s - loss: 0.4931 - accu Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4912 - accuracy: 0.7603 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4911 - accuracy: 0.7575: 0s - loss: 0.4921 - accuracy: Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4907 - accuracy: 0.7609 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4905 - accuracy: 0.7605 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4902 - accuracy: 0.7613: 0s - loss: 0.4917 - accura Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4895 - accuracy: 0.7622 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4896 - accuracy: 0.7589 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4892 - accuracy: 0.7604 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4891 - accuracy: 0.7612 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4887 - accuracy: 0.7594: 0s - loss: 0.4900 - accu Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4884 - accuracy: 0.7584: 0s - loss: 0.4887 - accuracy: 0.75 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4883 - accuracy: 0.7617 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4879 - accuracy: 0.7578 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4871 - accuracy: 0.7622 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4871 - accuracy: 0.7617: 0s - loss: 0.4857 - ac Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4868 - accuracy: 0.7621 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4863 - accuracy: 0.7617: 0s - loss: 0.4869 - accura Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4864 - accuracy: 0.7610 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4858 - accuracy: 0.7608 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4852 - accuracy: 0.7617 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4847 - accuracy: 0.7621: 0s - loss: 0.4834 - Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4841 - accuracy: 0.7634 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4842 - accuracy: 0.7630 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4835 - accuracy: 0.7624 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4828 - accuracy: 0.7622 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4824 - accuracy: 0.7636: 0s - loss: 0.4848 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4815 - accuracy: 0.7650 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4811 - accuracy: 0.7663 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4803 - accuracy: 0.7657 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4799 - accuracy: 0.7644: 0s - loss: 0.4775 - accuracy Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4794 - accuracy: 0.7667 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4794 - accuracy: 0.7647 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4788 - accuracy: 0.7644 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4782 - accuracy: 0.7657 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4782 - accuracy: 0.7642: 0s - loss: 0.4790 - accura Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4778 - accuracy: 0.7645 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4771 - accuracy: 0.7676 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4770 - accuracy: 0.7662 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4768 - accuracy: 0.7670 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4765 - accuracy: 0.7664 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4757 - accuracy: 0.7692: 0s - loss: 0.4747 - accuracy Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4754 - accuracy: 0.7676 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4746 - accuracy: 0.7679 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4745 - accuracy: 0.7689: 0s - loss: 0.4767 - ac - ETA: 0s - loss: 0.4744 - accuracy: 0.76 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4739 - accuracy: 0.7704 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4731 - accuracy: 0.7716 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4727 - accuracy: 0.7734: 0s - loss: 0.4725 - accuracy: 0.77 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4725 - accuracy: 0.7729: 0s - loss: 0.4693 - accuracy: Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4719 - accuracy: 0.7741 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4715 - accuracy: 0.7757 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4715 - accuracy: 0.7738 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4710 - accuracy: 0.7755 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4706 - accuracy: 0.7754 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4700 - accuracy: 0.7780: 0s - loss: 0.473 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4699 - accuracy: 0.7748: 0s - loss: 0.4734 - Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4698 - accuracy: 0.7778 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4693 - accuracy: 0.7766 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4691 - accuracy: 0.7772 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4689 - accuracy: 0.7794 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4685 - accuracy: 0.7790 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4682 - accuracy: 0.7783 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4682 - accuracy: 0.7785: 0s - loss: 0.4657 - accuracy: 0.78 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4677 - accuracy: 0.7782 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4671 - accuracy: 0.7793 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4666 - accuracy: 0.7807 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4663 - accuracy: 0.7813 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7800 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4654 - accuracy: 0.7801: 0s - loss: Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4651 - accuracy: 0.7801 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4644 - accuracy: 0.7790 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4637 - accuracy: 0.7808 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4632 - accuracy: 0.7807 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4626 - accuracy: 0.7792 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4624 - accuracy: 0.7785 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4621 - accuracy: 0.7814 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4615 - accuracy: 0.7805 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4613 - accuracy: 0.7818: 0s - loss: 0.4 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4607 - accuracy: 0.7807 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4609 - accuracy: 0.7841: 0s - loss: 0.4639 - accu - ETA: 0s - loss: 0.4589 - accura Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4606 - accuracy: 0.7807 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7822 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4600 - accuracy: 0.7818 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4598 - accuracy: 0.7829 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6236 - accuracy: 0.6634 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5357 - accuracy: 0.7502 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4982 - accuracy: 0.7590 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4801 - accuracy: 0.7643: 0s - loss: 0.4801 - accuracy Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4728 - accuracy: 0.7678 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4671 - accuracy: 0.7678: 0s - loss: 0.4723 - accu Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7718 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4632 - accuracy: 0.7715 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4623 - accuracy: 0.7714: 0s - loss: 0.4663 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4619 - accuracy: 0.7699: 0s - loss: 0.4599 - accuracy: 0. Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4607 - accuracy: 0.7713 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4602 - accuracy: 0.7710: 0s - loss: 0.460 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4609 - accuracy: 0.7705: 0s - loss: 0.4653 - accura Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7724 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4603 - accuracy: 0.7705 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7737 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4598 - accuracy: 0.7721 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7718 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7704 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4592 - accuracy: 0.7715 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4594 - accuracy: 0.7745 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7699 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4592 - accuracy: 0.7747 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7717 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7719 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7742 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4586 - accuracy: 0.7730 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7745 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7727 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7701: 0s - loss: 0.4617 - accuracy Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7713 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4580 - accuracy: 0.7748 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4589 - accuracy: 0.7722 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7724 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7727 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7741 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4584 - accuracy: 0.7722 Epoch 38/100 718/718 [==============================] - 1s 999us/step - loss: 0.4582 - accuracy: 0.7703 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7743 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7727: 0s - loss: 0.4534 - accuracy: Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7735 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7713 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7739 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7747 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7730: 0s - loss: 0.453 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7748 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7713 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7739 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7732 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7732 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4580 - accuracy: 0.7734 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7731 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7738 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7761 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7725 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7742 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7756 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7738 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7728 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7770 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7753 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7773 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7746 Epoch 64/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4579 - accuracy: 0.7729 Epoch 65/100 718/718 [==============================] - 1s 974us/step - loss: 0.4575 - accuracy: 0.7746 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7725 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7733 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7757 Epoch 69/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4578 - accuracy: 0.7746: 0s - Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7759: 0s - loss: 0.4 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7735 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7754 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7756: 0s - loss: 0.4608 - accura Epoch 74/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4578 - accuracy: 0.7736: 0s - loss: 0.4673 - - ETA: 0s - loss: 0.4 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7732: 0s - loss: 0.4569 - accuracy Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7752 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7741 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7744 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7731 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7773 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7752 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7734: 0s - loss: 0.4 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7754 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7742 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7752 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7773 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7746 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7770 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7747 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7736 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7725 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7743 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4568 - accuracy: 0.7738: 0s - loss: 0.4486 - ac Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7739 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7739: 0s - loss: 0.4476 - ac Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7751 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7759 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7746 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7750 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7744 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6577 - accuracy: 0.6709 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5921 - accuracy: 0.7245 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5728 - accuracy: 0.7281 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5648 - accuracy: 0.7303 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5582 - accuracy: 0.7327 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5510 - accuracy: 0.7383 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5412 - accuracy: 0.7425: 0s - loss: 0 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5275 - accuracy: 0.7519 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5112 - accuracy: 0.7607 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4968 - accuracy: 0.7643 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4870 - accuracy: 0.7695 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4790 - accuracy: 0.7756 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4734 - accuracy: 0.7766 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4677 - accuracy: 0.7798 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4620 - accuracy: 0.7829 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7827 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7862 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4521 - accuracy: 0.7847 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7854 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7875 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4474 - accuracy: 0.7869: 0s - loss: 0.4472 - accu - ETA: 0s - loss: 0.4484 - accuracy: - ETA: 0s - loss: 0.4508 - accuracy: 0. Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4464 - accuracy: 0.7882 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7871 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7884 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7881 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7888: 0s - loss: 0.4484 - accu Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7918 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4423 - accuracy: 0.7884 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7915 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7915 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7885 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7909: 0s - loss: 0.4371 - accu Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7899 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7920 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7915: 0s - loss: 0 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7897 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7904 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7922 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7937 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7917 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7908 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7923 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7928 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7929 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7925 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7928 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7922 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7933 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7929 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7935 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7931 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7930 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7959 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7929 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7924: 0s - loss: 0.4380 - accuracy: 0.79 - ETA: 0s - loss: 0.4376 - accuracy: Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7935 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7941 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7951 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7942 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7951 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7950 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7953 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7956 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7949 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7960 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7951 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7942 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7943 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7935 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7947 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7951 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7944 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7946: 0s - loss: 0.4308 - accuracy: 0.79 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7932: 0s - loss: 0.4350 - accuracy Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7951 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7947: 0s - loss: 0.4333 - ac Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7952 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7946 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7941 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7960 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7970 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7937: 0s - loss: 0.4 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7961 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7949 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7937 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7957 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7950 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7944: 0s - loss: 0.4342 - ac Epoch 89/100 718/718 [==============================] - 1s 992us/step - loss: 0.4296 - accuracy: 0.7949 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7957 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7935 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7942 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7939 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7952: 0s - loss: 0.4285 - accu Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7972 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7953 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7953 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7954 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7973 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7962 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6252 - accuracy: 0.6742 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5472 - accuracy: 0.7321 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5160 - accuracy: 0.7475 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4917 - accuracy: 0.7610 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4782 - accuracy: 0.7672 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4714 - accuracy: 0.7704 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4661 - accuracy: 0.7736 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4631 - accuracy: 0.7753 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4607 - accuracy: 0.7743 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4594 - accuracy: 0.7782: 0s - loss: 0.4613 - accuracy: 0. Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4589 - accuracy: 0.7773: 0s - loss: 0.4593 - accuracy: 0.77 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7793 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7797 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7847 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4524 - accuracy: 0.7817 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7853 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7848 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7868 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7847 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7867 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7847 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4476 - accuracy: 0.7913 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7861 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4476 - accuracy: 0.7881 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4471 - accuracy: 0.7873 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7875 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7861 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7862 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7885 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7874 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7875 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7887: 0s - loss: 0.4447 - accura Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7908 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7904 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7888: 0s - loss: 0.4423 - accura Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7880 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7888 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7899 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7901: 0s - loss: 0.4415 - accuracy: - ETA: 0s - loss: 0.4444 - accuracy: Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7887 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7893 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7895: 0s - loss: 0.4416 - accu Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7888: 0s - loss: 0.4429 - accu - ETA: 0s - loss: 0.4458 - accuracy Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7907: 0s - loss: 0.4460 - accuracy: 0.78 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7898 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7899: 0s - loss: 0.443 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7880 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7901 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4435 - accuracy: 0.7894 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7898 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7904 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7894 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7895 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7908: 0s - loss: 0.4421 - accuracy: Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7915 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7908 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4439 - accuracy: 0.7895 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4433 - accuracy: 0.7906 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4437 - accuracy: 0.7900 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4437 - accuracy: 0.7884: 0s - loss: 0.4447 - accuracy: 0. - ETA: 0s - loss: 0.4420 - accuracy: 0.78 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7888 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7904 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7917 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7901: 0s - loss: 0.440 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7912 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7877: 0s - loss: 0.4 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7886 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4425 - accuracy: 0.7919 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4421 - accuracy: 0.7915 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4423 - accuracy: 0.7917: 0s - loss: 0.4398 - accura Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7921 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7907: 0s - loss: 0.4433 - accu Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7940 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7934 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7929 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7922 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7901 Epoch 78/100 718/718 [==============================] - 1s 983us/step - loss: 0.4407 - accuracy: 0.7905 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7930 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7915 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7930 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7919 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7919 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7927 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7918 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7926 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7922 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7924 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7910 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7945: 0s - loss: 0.4399 - accuracy: Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7929: 0s - loss: 0.4420 - ac Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7902 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7908: 0s - loss: 0.4386 - accuracy: 0.79 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7914 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7919 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7926: 0s - loss: 0.4443 - accu Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7929 Epoch 98/100 718/718 [==============================] - 1s 996us/step - loss: 0.4393 - accuracy: 0.78950s - loss: 0.4408 - accuracy: Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7914 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7904: 0s - loss: 0.4 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6330 - accuracy: 0.6383: 0s - loss: 0.676 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5528 - accuracy: 0.7271 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5270 - accuracy: 0.7388: 0s - loss: 0.5292 - accuracy Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5012 - accuracy: 0.7576 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4847 - accuracy: 0.7642 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4741 - accuracy: 0.7703 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4646 - accuracy: 0.7722 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7802 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7852: 0s - loss: 0.4597 - Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7834 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7856 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7851 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7872 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7895 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7895 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4457 - accuracy: 0.7896 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4435 - accuracy: 0.7929 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7916 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4421 - accuracy: 0.7909 Epoch 20/100 718/718 [==============================] - 1s 988us/step - loss: 0.4420 - accuracy: 0.7918 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7946 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7957: 0s - loss: 0.4400 - accuracy: 0. Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7963 Epoch 24/100 718/718 [==============================] - 1s 981us/step - loss: 0.4397 - accuracy: 0.79740s - loss: 0.4365 - Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7968: 1s - l Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7968 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7952 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7948 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7953 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7975 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7942: 0s - los Epoch 32/100 718/718 [==============================] - 1s 996us/step - loss: 0.4387 - accuracy: 0.7960 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7963 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7969 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7956 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7962 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7966: 0s - loss: 0.4 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7960 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7952 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7968 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7976 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7976: 0s - loss: 0.430 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7983: 0s - loss: 0.4375 - Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7980 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7992 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7951 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7969 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7961 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7979 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7992 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7990 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7969 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7959: 0s - loss: 0.422 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7977: 0s - loss: 0.4314 - accuracy: 0.79 - ETA: 0s - loss: 0.4318 - accuracy: 0. Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7987 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7979 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7973: 0s - loss: 0.4386 - accuracy: 0. Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7998 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7963 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7974 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7983: 0s - loss: 0.4347 - accura Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7972 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7997 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7964 Epoch 65/100 718/718 [==============================] - 1s 984us/step - loss: 0.4360 - accuracy: 0.7980 Epoch 66/100 718/718 [==============================] - 1s 999us/step - loss: 0.4363 - accuracy: 0.7981 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7963 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.8003: 0s - loss: 0.4367 - Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.8003: 0s - loss: 0.4364 - accuracy: Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7982 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7967 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7983 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7987 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7971 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7998 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7978 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7996: 0s - loss: 0.4329 - accuracy: Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.8013 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7983 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7999 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7991 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7990 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7986 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7969 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.8004: 0s - loss: 0.4344 - Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7985: 0s - loss: 0.4410 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7988 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7978 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7993 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7997 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.8000 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.8001: 0s - loss: 0.4327 - Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.8011 Epoch 94/100 718/718 [==============================] - 1s 985us/step - loss: 0.4344 - accuracy: 0.80000s - loss: 0.4415 Epoch 95/100 718/718 [==============================] - 1s 985us/step - loss: 0.4350 - accuracy: 0.7998 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.8016: 0s - loss: 0.4324 - ETA: 0s - loss: 0.4350 - accuracy: 0. Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7984: 0s - loss: 0.4340 - accu Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.8003 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.8008 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.8000 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6272 - accuracy: 0.6458 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5622 - accuracy: 0.7153 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5408 - accuracy: 0.7306 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5133 - accuracy: 0.7515 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4905 - accuracy: 0.7631 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4760 - accuracy: 0.7699 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4663 - accuracy: 0.7759 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7778: 0s - loss: 0.4669 - Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7842 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4473 - accuracy: 0.7887 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7920 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7936 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7954 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7936 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7963 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7933 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7950 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7966 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7975 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7943: 0s - loss: 0.4 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7956 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7927 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7969 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7957 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7970 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7946 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7975: 0s - loss: 0.4317 - accu Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7966 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7968 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7985 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7960: 0s - loss: 0.4 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7947 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7960 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7987 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7969 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7996 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7970 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7971 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7960 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7968: 0s - loss: 0.438 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7968 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7963 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7989 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7996 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7980: 0s - loss: 0.4328 - Epoch 46/100 718/718 [==============================] - 1s 993us/step - loss: 0.4330 - accuracy: 0.8024 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7971 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7981 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7991 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7988 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7993 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7977 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7990 Epoch 54/100 718/718 [==============================] - 2s 3ms/step - loss: 0.4318 - accuracy: 0.7983 Epoch 55/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4327 - accuracy: 0.8001: 0s - loss: 0.4319 - accuracy Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7987: 0s - loss: 0.4340 - accuracy Epoch 57/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4323 - accuracy: 0.7965 Epoch 58/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4323 - accuracy: 0.7996 Epoch 59/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4316 - accuracy: 0.8010: 0s - loss: 0.4351 - ac - ETA: 0s - loss: 0.4304 - ac Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7986 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7984: 0s - loss: 0.4331 - accuracy: 0. - ETA: 0s - loss: 0.4325 - accu Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7997 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8009 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7997 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7995 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.8005 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7993 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7997 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.8008: 0s - los Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7990 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7983 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7992 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7987 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8011 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.8001 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.8010 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.8010 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7998 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.8002 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.8012 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8003 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7990 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8019 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8024 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7990 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8002 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7990 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8007: 0s - loss: Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7986: 0s - loss: 0.4299 - accuracy: 0.79 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8028 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8015 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7994 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8007 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7993 Epoch 95/100 718/718 [==============================] - 1s 987us/step - loss: 0.4299 - accuracy: 0.8004 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8017 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.8024 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8014 Epoch 99/100 718/718 [==============================] - 1s 982us/step - loss: 0.4302 - accuracy: 0.79950s - loss: 0.4322 - accuracy: 0.79 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8003 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6283 - accuracy: 0.6495 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5531 - accuracy: 0.7234 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5236 - accuracy: 0.7440 Epoch 4/100 718/718 [==============================] - 1s 986us/step - loss: 0.4945 - accuracy: 0.7610 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4770 - accuracy: 0.7662: 0s - loss: 0.4722 - ac Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4682 - accuracy: 0.7712 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4624 - accuracy: 0.7740 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7759 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7780: 0s - loss: 0.4550 - accuracy: - ETA: 0s - loss: 0.4588 - accuracy: 0.77 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7790 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7812 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7793 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7802 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7809 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7813 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7780 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7802 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7804 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7783 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7800 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7817 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7790 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7807: 0s - loss: 0.4479 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7807: 0s - Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4530 - accuracy: 0.7816 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7824 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7811 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7827 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7807 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7811: 0s - loss: 0.4586 - Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7806: 0s - loss: 0.4518 - accuracy: 0. - ETA: 0s - loss: 0.4513 - accuracy: 0. Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7805 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7820 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7818 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7823 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4518 - accuracy: 0.7783 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7815 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7813 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7853 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7847 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7842 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7846 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7820: 0s - loss: 0 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7842: 0s - loss: 0.4366 - ac - ETA: 0s - loss: 0.4461 - accura Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7859: 0s - loss: 0.4 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7835 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7854 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7851 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7847 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7842: 0s - loss: 0.4475 - accu Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7841 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7875: 0s - loss: 0.4 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7832 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7850 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7839 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4474 - accuracy: 0.7859: 0s - loss: 0.455 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7891 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7895 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4432 - accuracy: 0.7906 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4425 - accuracy: 0.7901 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7880 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7925 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7919 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7908 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7913 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7923 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7920 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7894 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7904 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7926 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7935: 0s - loss: 0.428 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7922 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7962: 0s - loss: 0.4328 - accura Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7946 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7950 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7952: 0s - loss: 0.4355 - accuracy: 0. Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7962 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7962 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7969 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7967 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.8002 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7972 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7955 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7997 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7968 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7981 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7975 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7994 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7994 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7981 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7986 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7996: 0s - loss: 0.4 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7997 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8010 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.8003 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7989 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7997 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8012 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7990 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7991 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6382 - accuracy: 0.6268 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5682 - accuracy: 0.7146 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5586 - accuracy: 0.7185 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5492 - accuracy: 0.7239 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5395 - accuracy: 0.7307 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5302 - accuracy: 0.7375: 0s - loss: 0.5303 - accuracy: Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5206 - accuracy: 0.7486 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5087 - accuracy: 0.7564 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4955 - accuracy: 0.7635 Epoch 10/100 718/718 [==============================] - 1s 983us/step - loss: 0.4824 - accuracy: 0.7756 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4729 - accuracy: 0.7800 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4656 - accuracy: 0.7847 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4609 - accuracy: 0.7900 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7860 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7909 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7885: 0s - loss: 0.4459 - - ETA: 0s - loss: 0.4538 - accuracy: 0.78 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7940 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7908: 0s - loss: 0.4525 - accura Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7921 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7938 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4474 - accuracy: 0.7927 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4473 - accuracy: 0.7936: 0s - loss: 0.460 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7919 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7917: 0s - loss: 0.4490 - accura Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7942 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7911 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7931 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4432 - accuracy: 0.7944 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7928 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7913 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7913 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7938 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7935 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7936 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7929 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7915 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7930 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7924 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7939 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7948 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7916 Epoch 42/100 718/718 [==============================] - 1s 987us/step - loss: 0.4379 - accuracy: 0.7945 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7944 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7922 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7950 Epoch 46/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4370 - accuracy: 0.7970 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7944 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7943 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7946 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7930 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7935 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7936 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7952 Epoch 54/100 718/718 [==============================] - 1s 981us/step - loss: 0.4370 - accuracy: 0.7948 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7956 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7946 Epoch 57/100 718/718 [==============================] - 1s 998us/step - loss: 0.4365 - accuracy: 0.7956 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7945 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7961 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7948 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7942 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7942 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7926: 0s - loss: 0.4420 - ac Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7966 Epoch 65/100 718/718 [==============================] - 1s 981us/step - loss: 0.4355 - accuracy: 0.7937 Epoch 66/100 718/718 [==============================] - 1s 992us/step - loss: 0.4359 - accuracy: 0.7936 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7969 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7929: 0s - loss: 0.4370 - accuracy: 0.79 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7982: 0s - loss: 0.4 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7951 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7947: 0s - los Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7974 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7961 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7944 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7957 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7963 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7963: 0s - loss: 0.433 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7947 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7944 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7942 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7976 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7967 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7958 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7947 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7955 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7969: 0s - loss: 0.4325 - accuracy Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7982 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7968 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7958 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7976 Epoch 91/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4332 - accuracy: 0.7962 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7954 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7972 Epoch 94/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4329 - accuracy: 0.7959 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7968 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7968: 0s - loss: 0.4339 - accuracy: 0.79 Epoch 97/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4326 - accuracy: 0.7979 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7980 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7956 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7992 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6272 - accuracy: 0.6585: 0s - loss: 0.6 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5478 - accuracy: 0.7268 Epoch 3/100 718/718 [==============================] - 1s 2ms/step - loss: 0.5152 - accuracy: 0.7497 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4894 - accuracy: 0.7624: 0s - loss: Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4767 - accuracy: 0.7653 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4708 - accuracy: 0.7696 Epoch 7/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4664 - accuracy: 0.7725 Epoch 8/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4640 - accuracy: 0.7732 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4619 - accuracy: 0.7755 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4611 - accuracy: 0.7756 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7771 Epoch 12/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4596 - accuracy: 0.7795 Epoch 13/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4588 - accuracy: 0.7788 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7778 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7779 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7807 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7824: 0s - loss: 0.4662 - Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4568 - accuracy: 0.7817 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7820: 0s - loss: 0.4554 - accuracy Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7827 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4552 - accuracy: 0.7827 Epoch 22/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7824: 0s - loss: 0.4493 - accu Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7847: 0s - loss: 0.4477 - accu Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7845 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7841 Epoch 26/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7883 Epoch 27/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4492 - accuracy: 0.7844: 0s - loss: 0.4520 - accu Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7862 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7844 Epoch 30/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7868 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7844 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7870 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7866: 0s - loss: 0.4484 - accuracy: 0. Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7855 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4474 - accuracy: 0.7900 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4468 - accuracy: 0.7884: 0s - loss: 0.4481 - Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4471 - accuracy: 0.7866 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7857 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7890 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7888 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7897: 0s - loss: 0.4448 - accuracy: Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4469 - accuracy: 0.7879 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4473 - accuracy: 0.7881 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7891 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7897 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7908 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7909 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7916 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4464 - accuracy: 0.7904 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7903 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7911 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7892 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7892: 0s - loss: 0.4370 - accu Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7888: 0s - loss: 0.4483 - accu Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7903 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7899 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7906 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7898 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4435 - accuracy: 0.7919 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7935 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7925 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7942 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7942 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7932 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7936 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7924 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7950 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7933 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7912 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7942 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7927 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7917 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7949: 0s - loss: 0.4443 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7945 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7943: 0s - loss: 0.4422 - accu Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7938: 0s - loss: 0.4400 - accuracy: 0.79 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7949 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7933 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7937 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7948 Epoch 81/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7971 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7931 Epoch 83/100 718/718 [==============================] - 1s 998us/step - loss: 0.4384 - accuracy: 0.7927 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7934 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7932 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7942 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7930 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7934 Epoch 89/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4378 - accuracy: 0.7940 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7943 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7941 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7963 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7927 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7928 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7932: 0s - loss: 0.4304 - ac Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7946 Epoch 97/100 718/718 [==============================] - 1s 977us/step - loss: 0.4373 - accuracy: 0.7949 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7939 Epoch 99/100 718/718 [==============================] - 1s 997us/step - loss: 0.4378 - accuracy: 0.7918 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7949 Epoch 1/100 718/718 [==============================] - 1s 901us/step - loss: 0.6887 - accuracy: 0.5557 Epoch 2/100 718/718 [==============================] - 1s 914us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 923us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 952us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 924us/step - loss: 0.6868 - accuracy: 0.55560s - loss: 0.6867 - accura Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 955us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 945us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6858 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 922us/step - loss: 0.6845 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6806 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6653 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6239 - accuracy: 0.6577 Epoch 15/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5858 - accuracy: 0.7270 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5607 - accuracy: 0.7343: 0s - loss: 0.5662 - Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5351 - accuracy: 0.7460 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5087 - accuracy: 0.7598 Epoch 19/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4855 - accuracy: 0.7677 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4744 - accuracy: 0.7685: 0s - loss: 0 Epoch 21/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4681 - accuracy: 0.7719 Epoch 22/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4636 - accuracy: 0.7732 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4598 - accuracy: 0.7732 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7777: 0s - loss: 0.4574 - accuracy: 0. Epoch 25/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4540 - accuracy: 0.7779 Epoch 26/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4512 - accuracy: 0.7807: 0s - loss: 0.4574 - accu Epoch 27/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7845 Epoch 28/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7858 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7873 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7888 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4425 - accuracy: 0.7893 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7889 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7894 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7902 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7918 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7914 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7928 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7891 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7928 Epoch 40/100 718/718 [==============================] - 1s 992us/step - loss: 0.4390 - accuracy: 0.7927 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7920 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7935 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7926 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7942 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7949 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7934 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7922 Epoch 48/100 718/718 [==============================] - 1s 986us/step - loss: 0.4381 - accuracy: 0.7928 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7935 Epoch 50/100 718/718 [==============================] - 1s 993us/step - loss: 0.4376 - accuracy: 0.7954 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7949 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7964 Epoch 53/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4373 - accuracy: 0.7949 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7945 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7933 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7939 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7922 Epoch 58/100 718/718 [==============================] - 1s 977us/step - loss: 0.4364 - accuracy: 0.7969 Epoch 59/100 718/718 [==============================] - 1s 966us/step - loss: 0.4361 - accuracy: 0.7952 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7952 Epoch 61/100 718/718 [==============================] - 1s 966us/step - loss: 0.4347 - accuracy: 0.7948 Epoch 62/100 718/718 [==============================] - 1s 974us/step - loss: 0.4356 - accuracy: 0.7956 Epoch 63/100 718/718 [==============================] - 1s 994us/step - loss: 0.4350 - accuracy: 0.7936 Epoch 64/100 718/718 [==============================] - 1s 950us/step - loss: 0.4349 - accuracy: 0.7950 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7941 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7942 Epoch 67/100 718/718 [==============================] - 1s 991us/step - loss: 0.4333 - accuracy: 0.7976 Epoch 68/100 718/718 [==============================] - 1s 955us/step - loss: 0.4336 - accuracy: 0.7942 Epoch 69/100 718/718 [==============================] - 1s 989us/step - loss: 0.4334 - accuracy: 0.7965 Epoch 70/100 718/718 [==============================] - 1s 998us/step - loss: 0.4333 - accuracy: 0.7941 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7958 Epoch 72/100 718/718 [==============================] - 1s 977us/step - loss: 0.4325 - accuracy: 0.7986 Epoch 73/100 718/718 [==============================] - 1s 979us/step - loss: 0.4322 - accuracy: 0.7946 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7980 Epoch 75/100 718/718 [==============================] - 1s 978us/step - loss: 0.4321 - accuracy: 0.7969 Epoch 76/100 718/718 [==============================] - 1s 940us/step - loss: 0.4311 - accuracy: 0.79780s - loss: 0.4294 - accuracy: 0. Epoch 77/100 718/718 [==============================] - 1s 911us/step - loss: 0.4318 - accuracy: 0.7951 Epoch 78/100 718/718 [==============================] - 1s 963us/step - loss: 0.4321 - accuracy: 0.79510s - loss: 0.4374 Epoch 79/100 718/718 [==============================] - 1s 934us/step - loss: 0.4322 - accuracy: 0.7955 Epoch 80/100 718/718 [==============================] - 1s 948us/step - loss: 0.4319 - accuracy: 0.7952 Epoch 81/100 718/718 [==============================] - 1s 946us/step - loss: 0.4324 - accuracy: 0.7970 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7961 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7980 Epoch 84/100 718/718 [==============================] - 1s 953us/step - loss: 0.4323 - accuracy: 0.7961 Epoch 85/100 718/718 [==============================] - 1s 970us/step - loss: 0.4319 - accuracy: 0.7953 Epoch 86/100 718/718 [==============================] - 1s 977us/step - loss: 0.4316 - accuracy: 0.7990 Epoch 87/100 718/718 [==============================] - 1s 945us/step - loss: 0.4320 - accuracy: 0.79570s - loss: 0.4309 - accuracy: Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7965: 0s - loss: 0.4316 - accuracy Epoch 89/100 718/718 [==============================] - 1s 981us/step - loss: 0.4310 - accuracy: 0.7976 Epoch 90/100 718/718 [==============================] - 1s 946us/step - loss: 0.4322 - accuracy: 0.7946 Epoch 91/100 718/718 [==============================] - 1s 980us/step - loss: 0.4317 - accuracy: 0.7952 Epoch 92/100 718/718 [==============================] - 1s 910us/step - loss: 0.4310 - accuracy: 0.7944 Epoch 93/100 718/718 [==============================] - 1s 949us/step - loss: 0.4306 - accuracy: 0.7970 Epoch 94/100 718/718 [==============================] - 1s 944us/step - loss: 0.4318 - accuracy: 0.79510s - loss: 0.4295 Epoch 95/100 718/718 [==============================] - 1s 970us/step - loss: 0.4309 - accuracy: 0.7981 Epoch 96/100 718/718 [==============================] - 1s 958us/step - loss: 0.4306 - accuracy: 0.7945 Epoch 97/100 718/718 [==============================] - 1s 969us/step - loss: 0.4304 - accuracy: 0.7955 Epoch 98/100 718/718 [==============================] - 1s 935us/step - loss: 0.4305 - accuracy: 0.7979 Epoch 99/100 718/718 [==============================] - 1s 941us/step - loss: 0.4308 - accuracy: 0.7986 Epoch 100/100 718/718 [==============================] - 1s 960us/step - loss: 0.4312 - accuracy: 0.79690s - loss: 0.4379 Epoch 1/100 718/718 [==============================] - 1s 992us/step - loss: 0.6886 - accuracy: 0.5557 Epoch 2/100 718/718 [==============================] - 1s 931us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 925us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 935us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 953us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 945us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 951us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 944us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 947us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 963us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 949us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 945us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 991us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 922us/step - loss: 0.6869 - accuracy: 0.55560s - loss: 0.6870 - accuracy: 0.55 Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6868 - accuracy: 0.5556: 0s - loss: 0.6875 - accura Epoch 18/100 718/718 [==============================] - 1s 949us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 950us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 20/100 718/718 [==============================] - 1s 951us/step - loss: 0.6861 - accuracy: 0.55560s - loss: 0.6861 - accuracy: 0. Epoch 21/100 718/718 [==============================] - 1s 991us/step - loss: 0.6854 - accuracy: 0.5556 Epoch 22/100 718/718 [==============================] - 1s 934us/step - loss: 0.6836 - accuracy: 0.55560s - loss: 0.6836 - Epoch 23/100 718/718 [==============================] - 1s 961us/step - loss: 0.6781 - accuracy: 0.5556 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6576 - accuracy: 0.5609 Epoch 25/100 718/718 [==============================] - 1s 941us/step - loss: 0.6085 - accuracy: 0.7038 Epoch 26/100 718/718 [==============================] - 1s 910us/step - loss: 0.5678 - accuracy: 0.7353 Epoch 27/100 718/718 [==============================] - 1s 974us/step - loss: 0.5385 - accuracy: 0.7467 Epoch 28/100 718/718 [==============================] - 1s 977us/step - loss: 0.5090 - accuracy: 0.7595 Epoch 29/100 718/718 [==============================] - 1s 937us/step - loss: 0.4876 - accuracy: 0.7661 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4759 - accuracy: 0.7661 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4693 - accuracy: 0.7715 Epoch 32/100 718/718 [==============================] - 1s 992us/step - loss: 0.4657 - accuracy: 0.7709 Epoch 33/100 718/718 [==============================] - 1s 935us/step - loss: 0.4631 - accuracy: 0.7726 Epoch 34/100 718/718 [==============================] - 1s 988us/step - loss: 0.4610 - accuracy: 0.7739 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7750 Epoch 36/100 718/718 [==============================] - 1s 960us/step - loss: 0.4587 - accuracy: 0.7784 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7746 Epoch 38/100 718/718 [==============================] - 1s 994us/step - loss: 0.4591 - accuracy: 0.7763 Epoch 39/100 718/718 [==============================] - 1s 962us/step - loss: 0.4582 - accuracy: 0.7776 Epoch 40/100 718/718 [==============================] - 1s 949us/step - loss: 0.4581 - accuracy: 0.7773 Epoch 41/100 718/718 [==============================] - 1s 931us/step - loss: 0.4571 - accuracy: 0.7780 Epoch 42/100 718/718 [==============================] - 1s 897us/step - loss: 0.4574 - accuracy: 0.7767 Epoch 43/100 718/718 [==============================] - 1s 981us/step - loss: 0.4573 - accuracy: 0.7773 Epoch 44/100 718/718 [==============================] - 1s 956us/step - loss: 0.4565 - accuracy: 0.7788 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4568 - accuracy: 0.7806: 0s - loss: 0.4568 - Epoch 46/100 718/718 [==============================] - 1s 936us/step - loss: 0.4563 - accuracy: 0.7787 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7772 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7780 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7788 Epoch 50/100 718/718 [==============================] - 1s 993us/step - loss: 0.4547 - accuracy: 0.77950s - loss: 0.4550 - accuracy: 0.77 Epoch 51/100 718/718 [==============================] - 1s 998us/step - loss: 0.4540 - accuracy: 0.77770s - loss: 0.4538 Epoch 52/100 718/718 [==============================] - 1s 963us/step - loss: 0.4526 - accuracy: 0.7803 Epoch 53/100 718/718 [==============================] - 1s 960us/step - loss: 0.4527 - accuracy: 0.7842 Epoch 54/100 718/718 [==============================] - 1s 956us/step - loss: 0.4507 - accuracy: 0.7839 Epoch 55/100 718/718 [==============================] - 1s 968us/step - loss: 0.4497 - accuracy: 0.7853 Epoch 56/100 718/718 [==============================] - 1s 968us/step - loss: 0.4492 - accuracy: 0.78480s - loss: 0.4537 - accura Epoch 57/100 718/718 [==============================] - 1s 946us/step - loss: 0.4481 - accuracy: 0.7853 Epoch 58/100 718/718 [==============================] - 1s 957us/step - loss: 0.4466 - accuracy: 0.7857 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7886: 0s - loss: 0.4479 - Epoch 60/100 718/718 [==============================] - 1s 999us/step - loss: 0.4444 - accuracy: 0.7862 Epoch 61/100 718/718 [==============================] - 1s 924us/step - loss: 0.4436 - accuracy: 0.78780s - loss: 0.4447 - Epoch 62/100 718/718 [==============================] - 1s 944us/step - loss: 0.4441 - accuracy: 0.7856 Epoch 63/100 718/718 [==============================] - 1s 953us/step - loss: 0.4428 - accuracy: 0.7849 Epoch 64/100 718/718 [==============================] - 1s 938us/step - loss: 0.4427 - accuracy: 0.7881 Epoch 65/100 718/718 [==============================] - 1s 971us/step - loss: 0.4427 - accuracy: 0.7888 Epoch 66/100 718/718 [==============================] - 1s 975us/step - loss: 0.4422 - accuracy: 0.7891 Epoch 67/100 718/718 [==============================] - 1s 926us/step - loss: 0.4421 - accuracy: 0.7851 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7877 Epoch 69/100 718/718 [==============================] - 1s 957us/step - loss: 0.4419 - accuracy: 0.7895 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7898 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7894 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7901 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7886 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7868 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7908 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7898 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7902: 0s - loss: 0.442 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7886 Epoch 79/100 718/718 [==============================] - 1s 948us/step - loss: 0.4407 - accuracy: 0.7910 Epoch 80/100 718/718 [==============================] - 1s 916us/step - loss: 0.4398 - accuracy: 0.7902 Epoch 81/100 718/718 [==============================] - 1s 928us/step - loss: 0.4407 - accuracy: 0.7884 Epoch 82/100 718/718 [==============================] - 1s 971us/step - loss: 0.4404 - accuracy: 0.79010s - loss: 0.4395 - accuracy Epoch 83/100 718/718 [==============================] - 1s 993us/step - loss: 0.4396 - accuracy: 0.7912 Epoch 84/100 718/718 [==============================] - 1s 948us/step - loss: 0.4399 - accuracy: 0.7902 Epoch 85/100 718/718 [==============================] - 1s 966us/step - loss: 0.4398 - accuracy: 0.7897 Epoch 86/100 718/718 [==============================] - 1s 955us/step - loss: 0.4402 - accuracy: 0.79140s - loss: 0.4361 - accura Epoch 87/100 718/718 [==============================] - 1s 962us/step - loss: 0.4392 - accuracy: 0.7887 Epoch 88/100 718/718 [==============================] - 1s 958us/step - loss: 0.4394 - accuracy: 0.7884 Epoch 89/100 718/718 [==============================] - 1s 983us/step - loss: 0.4399 - accuracy: 0.7878 Epoch 90/100 718/718 [==============================] - 1s 957us/step - loss: 0.4392 - accuracy: 0.7889 Epoch 91/100 718/718 [==============================] - 1s 946us/step - loss: 0.4398 - accuracy: 0.78870s - loss: 0.4394 - accuracy: 0.78 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7893 Epoch 93/100 718/718 [==============================] - 1s 969us/step - loss: 0.4389 - accuracy: 0.7889 Epoch 94/100 718/718 [==============================] - 1s 956us/step - loss: 0.4402 - accuracy: 0.7901 Epoch 95/100 718/718 [==============================] - 1s 938us/step - loss: 0.4395 - accuracy: 0.7899 Epoch 96/100 718/718 [==============================] - 1s 981us/step - loss: 0.4396 - accuracy: 0.7856 Epoch 97/100 718/718 [==============================] - 1s 987us/step - loss: 0.4401 - accuracy: 0.7892 Epoch 98/100 718/718 [==============================] - 1s 936us/step - loss: 0.4399 - accuracy: 0.7903 Epoch 99/100 718/718 [==============================] - 1s 968us/step - loss: 0.4400 - accuracy: 0.78950s - loss: 0.4428 - accu Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7895 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6887 - accuracy: 0.5548 Epoch 2/100 718/718 [==============================] - 1s 967us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 997us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 946us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 934us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 957us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 898us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 919us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 924us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 911us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 969us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 958us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 946us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 997us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 17/100 718/718 [==============================] - 1s 949us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6858 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 964us/step - loss: 0.6844 - accuracy: 0.5556 Epoch 20/100 718/718 [==============================] - 1s 955us/step - loss: 0.6797 - accuracy: 0.5556 Epoch 21/100 718/718 [==============================] - 1s 958us/step - loss: 0.6609 - accuracy: 0.5556 Epoch 22/100 718/718 [==============================] - 1s 993us/step - loss: 0.6205 - accuracy: 0.6555 Epoch 23/100 718/718 [==============================] - 1s 974us/step - loss: 0.5964 - accuracy: 0.7003 Epoch 24/100 718/718 [==============================] - 1s 938us/step - loss: 0.5820 - accuracy: 0.7117 Epoch 25/100 718/718 [==============================] - 1s 967us/step - loss: 0.5647 - accuracy: 0.7351 Epoch 26/100 718/718 [==============================] - 1s 977us/step - loss: 0.5466 - accuracy: 0.7405 Epoch 27/100 718/718 [==============================] - 1s 931us/step - loss: 0.5294 - accuracy: 0.7503 Epoch 28/100 718/718 [==============================] - 1s 943us/step - loss: 0.5156 - accuracy: 0.7552 Epoch 29/100 718/718 [==============================] - 1s 953us/step - loss: 0.5076 - accuracy: 0.7562 Epoch 30/100 718/718 [==============================] - 1s 964us/step - loss: 0.5026 - accuracy: 0.7578 Epoch 31/100 718/718 [==============================] - 1s 944us/step - loss: 0.4979 - accuracy: 0.7587 Epoch 32/100 718/718 [==============================] - 1s 938us/step - loss: 0.4947 - accuracy: 0.76070s - loss: 0.4861 - accu Epoch 33/100 718/718 [==============================] - 1s 913us/step - loss: 0.4906 - accuracy: 0.7632 Epoch 34/100 718/718 [==============================] - 1s 902us/step - loss: 0.4859 - accuracy: 0.7673 Epoch 35/100 718/718 [==============================] - 1s 988us/step - loss: 0.4821 - accuracy: 0.7652 Epoch 36/100 718/718 [==============================] - 1s 978us/step - loss: 0.4789 - accuracy: 0.76850s - loss: 0.4815 - Epoch 37/100 718/718 [==============================] - 1s 923us/step - loss: 0.4758 - accuracy: 0.7685 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4733 - accuracy: 0.7680 Epoch 39/100 718/718 [==============================] - 1s 970us/step - loss: 0.4717 - accuracy: 0.7692 Epoch 40/100 718/718 [==============================] - 1s 955us/step - loss: 0.4697 - accuracy: 0.76910s - loss: 0.4682 - accuracy Epoch 41/100 718/718 [==============================] - 1s 982us/step - loss: 0.4689 - accuracy: 0.76720s - loss: 0.4702 - accuracy: Epoch 42/100 718/718 [==============================] - 1s 963us/step - loss: 0.4673 - accuracy: 0.7661 Epoch 43/100 718/718 [==============================] - 1s 967us/step - loss: 0.4660 - accuracy: 0.7699 Epoch 44/100 718/718 [==============================] - 1s 918us/step - loss: 0.4651 - accuracy: 0.7678 Epoch 45/100 718/718 [==============================] - 1s 970us/step - loss: 0.4641 - accuracy: 0.76960s - loss: 0.4642 - accuracy: 0.76 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4628 - accuracy: 0.7699 Epoch 47/100 718/718 [==============================] - 1s 963us/step - loss: 0.4625 - accuracy: 0.7699 Epoch 48/100 718/718 [==============================] - 1s 973us/step - loss: 0.4613 - accuracy: 0.7703 Epoch 49/100 718/718 [==============================] - 1s 957us/step - loss: 0.4606 - accuracy: 0.7730 Epoch 50/100 718/718 [==============================] - 1s 967us/step - loss: 0.4599 - accuracy: 0.7719 Epoch 51/100 718/718 [==============================] - 1s 928us/step - loss: 0.4589 - accuracy: 0.7718 Epoch 52/100 718/718 [==============================] - 1s 997us/step - loss: 0.4592 - accuracy: 0.7704 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7740 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4575 - accuracy: 0.7721 Epoch 55/100 718/718 [==============================] - 1s 967us/step - loss: 0.4574 - accuracy: 0.7726 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7722 Epoch 57/100 718/718 [==============================] - 1s 982us/step - loss: 0.4564 - accuracy: 0.7746 Epoch 58/100 718/718 [==============================] - 1s 976us/step - loss: 0.4558 - accuracy: 0.7775 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7729 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7756: 0s - loss: 0.4592 - accura Epoch 61/100 718/718 [==============================] - 1s 953us/step - loss: 0.4551 - accuracy: 0.7739 Epoch 62/100 718/718 [==============================] - 1s 974us/step - loss: 0.4554 - accuracy: 0.7748 Epoch 63/100 718/718 [==============================] - 1s 940us/step - loss: 0.4550 - accuracy: 0.7746 Epoch 64/100 718/718 [==============================] - 1s 968us/step - loss: 0.4553 - accuracy: 0.7766 Epoch 65/100 718/718 [==============================] - 1s 925us/step - loss: 0.4550 - accuracy: 0.7758 Epoch 66/100 718/718 [==============================] - 1s 961us/step - loss: 0.4546 - accuracy: 0.7764 Epoch 67/100 718/718 [==============================] - 1s 929us/step - loss: 0.4535 - accuracy: 0.7766 Epoch 68/100 718/718 [==============================] - 1s 969us/step - loss: 0.4534 - accuracy: 0.7759 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7742 Epoch 70/100 718/718 [==============================] - 1s 932us/step - loss: 0.4542 - accuracy: 0.7748 Epoch 71/100 718/718 [==============================] - 1s 964us/step - loss: 0.4535 - accuracy: 0.7759 Epoch 72/100 718/718 [==============================] - 1s 965us/step - loss: 0.4533 - accuracy: 0.7769 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7773 Epoch 74/100 718/718 [==============================] - 1s 944us/step - loss: 0.4537 - accuracy: 0.7788 Epoch 75/100 718/718 [==============================] - 1s 946us/step - loss: 0.4534 - accuracy: 0.7761 Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7756 Epoch 77/100 718/718 [==============================] - 1s 958us/step - loss: 0.4535 - accuracy: 0.7764 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7781 Epoch 79/100 718/718 [==============================] - 1s 974us/step - loss: 0.4528 - accuracy: 0.77670s - loss: 0.4566 - accuracy: Epoch 80/100 718/718 [==============================] - 1s 979us/step - loss: 0.4523 - accuracy: 0.7772 Epoch 81/100 718/718 [==============================] - 1s 959us/step - loss: 0.4527 - accuracy: 0.7770 Epoch 82/100 718/718 [==============================] - 1s 955us/step - loss: 0.4531 - accuracy: 0.7765 Epoch 83/100 718/718 [==============================] - 1s 980us/step - loss: 0.4526 - accuracy: 0.7765 Epoch 84/100 718/718 [==============================] - 1s 993us/step - loss: 0.4525 - accuracy: 0.7755 Epoch 85/100 718/718 [==============================] - 1s 953us/step - loss: 0.4524 - accuracy: 0.7774 Epoch 86/100 718/718 [==============================] - 1s 979us/step - loss: 0.4530 - accuracy: 0.7740 Epoch 87/100 718/718 [==============================] - 1s 970us/step - loss: 0.4519 - accuracy: 0.7790 Epoch 88/100 718/718 [==============================] - 1s 960us/step - loss: 0.4519 - accuracy: 0.7759 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7814: 0s - loss: 0.451 Epoch 90/100 718/718 [==============================] - 1s 981us/step - loss: 0.4517 - accuracy: 0.7787 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4524 - accuracy: 0.7766 Epoch 92/100 718/718 [==============================] - 1s 938us/step - loss: 0.4518 - accuracy: 0.7775 Epoch 93/100 718/718 [==============================] - 1s 983us/step - loss: 0.4521 - accuracy: 0.7789 Epoch 94/100 718/718 [==============================] - 1s 938us/step - loss: 0.4516 - accuracy: 0.7781 Epoch 95/100 718/718 [==============================] - 1s 958us/step - loss: 0.4519 - accuracy: 0.7769 Epoch 96/100 718/718 [==============================] - 1s 943us/step - loss: 0.4514 - accuracy: 0.7788 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7795 Epoch 98/100 718/718 [==============================] - 1s 951us/step - loss: 0.4522 - accuracy: 0.7787 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4518 - accuracy: 0.7787 Epoch 100/100 718/718 [==============================] - 1s 979us/step - loss: 0.4511 - accuracy: 0.77720s - loss: 0.4545 - accuracy: 0. Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6887 - accuracy: 0.5554: 0s - loss: 0.6900 - ac Epoch 2/100 718/718 [==============================] - 1s 935us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 960us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 943us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 975us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 961us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 921us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 933us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 939us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 963us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 931us/step - loss: 0.6862 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 967us/step - loss: 0.6855 - accuracy: 0.55560s - loss: 0.6875 Epoch 17/100 718/718 [==============================] - 1s 954us/step - loss: 0.6837 - accuracy: 0.55560s - loss: 0.6831 - Epoch 18/100 718/718 [==============================] - 1s 940us/step - loss: 0.6781 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 980us/step - loss: 0.6565 - accuracy: 0.55830s - loss: 0.6580 - accuracy: 0.55 Epoch 20/100 718/718 [==============================] - 1s 970us/step - loss: 0.6109 - accuracy: 0.7032 Epoch 21/100 718/718 [==============================] - 1s 924us/step - loss: 0.5838 - accuracy: 0.7145 Epoch 22/100 718/718 [==============================] - 1s 937us/step - loss: 0.5738 - accuracy: 0.7144 Epoch 23/100 718/718 [==============================] - 1s 950us/step - loss: 0.5674 - accuracy: 0.7208 Epoch 24/100 718/718 [==============================] - 1s 952us/step - loss: 0.5604 - accuracy: 0.7243 Epoch 25/100 718/718 [==============================] - 1s 942us/step - loss: 0.5495 - accuracy: 0.7353 Epoch 26/100 718/718 [==============================] - 1s 947us/step - loss: 0.5305 - accuracy: 0.7458 Epoch 27/100 718/718 [==============================] - 1s 965us/step - loss: 0.5044 - accuracy: 0.75660s - loss: 0.5106 - ac Epoch 28/100 718/718 [==============================] - 1s 962us/step - loss: 0.4837 - accuracy: 0.7659 Epoch 29/100 718/718 [==============================] - 1s 957us/step - loss: 0.4716 - accuracy: 0.7695 Epoch 30/100 718/718 [==============================] - 1s 969us/step - loss: 0.4656 - accuracy: 0.7727 Epoch 31/100 718/718 [==============================] - 1s 939us/step - loss: 0.4620 - accuracy: 0.77430s - loss: 0.4614 - accuracy: 0. Epoch 32/100 718/718 [==============================] - 1s 970us/step - loss: 0.4607 - accuracy: 0.7739 Epoch 33/100 718/718 [==============================] - 1s 961us/step - loss: 0.4591 - accuracy: 0.7752 Epoch 34/100 718/718 [==============================] - 1s 931us/step - loss: 0.4585 - accuracy: 0.7783 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7757 Epoch 36/100 718/718 [==============================] - 1s 946us/step - loss: 0.4574 - accuracy: 0.7738 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7746: 0s - loss: 0.451 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7746 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7765 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7752 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7779 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7791 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7780 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7792 Epoch 45/100 718/718 [==============================] - 1s 988us/step - loss: 0.4499 - accuracy: 0.7820 Epoch 46/100 718/718 [==============================] - 1s 947us/step - loss: 0.4482 - accuracy: 0.7795 Epoch 47/100 718/718 [==============================] - 1s 967us/step - loss: 0.4456 - accuracy: 0.7842 Epoch 48/100 718/718 [==============================] - 1s 956us/step - loss: 0.4450 - accuracy: 0.7859 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4431 - accuracy: 0.7854 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7854: 0s - loss: 0.4430 - accu - ETA: 0s - loss: 0.4399 - accuracy: Epoch 51/100 718/718 [==============================] - 1s 993us/step - loss: 0.4411 - accuracy: 0.7872 Epoch 52/100 718/718 [==============================] - 1s 927us/step - loss: 0.4408 - accuracy: 0.7875 Epoch 53/100 718/718 [==============================] - 1s 912us/step - loss: 0.4389 - accuracy: 0.7886 Epoch 54/100 718/718 [==============================] - 1s 908us/step - loss: 0.4390 - accuracy: 0.7880 Epoch 55/100 718/718 [==============================] - 1s 888us/step - loss: 0.4392 - accuracy: 0.7902 Epoch 56/100 718/718 [==============================] - 1s 905us/step - loss: 0.4383 - accuracy: 0.7903 Epoch 57/100 718/718 [==============================] - 1s 919us/step - loss: 0.4382 - accuracy: 0.7903 Epoch 58/100 718/718 [==============================] - 1s 924us/step - loss: 0.4380 - accuracy: 0.7907 Epoch 59/100 718/718 [==============================] - 1s 980us/step - loss: 0.4367 - accuracy: 0.7913 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7908 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7910 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7908 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7893: 0s - loss: 0.4 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7930 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7921 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7907 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7905 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7920 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7901 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7906 Epoch 71/100 718/718 [==============================] - 1s 983us/step - loss: 0.4368 - accuracy: 0.7922 Epoch 72/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7909 Epoch 73/100 718/718 [==============================] - 1s 976us/step - loss: 0.4362 - accuracy: 0.7929 Epoch 74/100 718/718 [==============================] - 1s 940us/step - loss: 0.4366 - accuracy: 0.7932 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7915 Epoch 76/100 718/718 [==============================] - 1s 972us/step - loss: 0.4358 - accuracy: 0.7929 Epoch 77/100 718/718 [==============================] - 1s 934us/step - loss: 0.4354 - accuracy: 0.7920 Epoch 78/100 718/718 [==============================] - 1s 949us/step - loss: 0.4367 - accuracy: 0.7935 Epoch 79/100 718/718 [==============================] - 1s 952us/step - loss: 0.4347 - accuracy: 0.7926 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7917 Epoch 81/100 718/718 [==============================] - 1s 979us/step - loss: 0.4350 - accuracy: 0.7924 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7910 Epoch 83/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7933 Epoch 84/100 718/718 [==============================] - 1s 939us/step - loss: 0.4357 - accuracy: 0.7919 Epoch 85/100 718/718 [==============================] - 1s 960us/step - loss: 0.4357 - accuracy: 0.7931 Epoch 86/100 718/718 [==============================] - 1s 943us/step - loss: 0.4353 - accuracy: 0.7930 Epoch 87/100 718/718 [==============================] - 1s 954us/step - loss: 0.4362 - accuracy: 0.7922 Epoch 88/100 718/718 [==============================] - 1s 935us/step - loss: 0.4356 - accuracy: 0.7928 Epoch 89/100 718/718 [==============================] - 1s 988us/step - loss: 0.4345 - accuracy: 0.7930 Epoch 90/100 718/718 [==============================] - 1s 968us/step - loss: 0.4356 - accuracy: 0.79120s - loss: 0.4334 - Epoch 91/100 718/718 [==============================] - 1s 940us/step - loss: 0.4346 - accuracy: 0.7913 Epoch 92/100 718/718 [==============================] - 1s 932us/step - loss: 0.4349 - accuracy: 0.7913 Epoch 93/100 718/718 [==============================] - 1s 960us/step - loss: 0.4350 - accuracy: 0.79080s - loss: 0.4341 - accuracy: Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7952: 0s - loss: 0.4249 Epoch 95/100 718/718 [==============================] - 1s 960us/step - loss: 0.4349 - accuracy: 0.7929 Epoch 96/100 718/718 [==============================] - 1s 962us/step - loss: 0.4340 - accuracy: 0.7936 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7924 Epoch 98/100 718/718 [==============================] - 1s 909us/step - loss: 0.4343 - accuracy: 0.7922 Epoch 99/100 718/718 [==============================] - 1s 934us/step - loss: 0.4356 - accuracy: 0.7924 Epoch 100/100 718/718 [==============================] - 1s 967us/step - loss: 0.4343 - accuracy: 0.79300s - loss: 0.4317 - accuracy: Epoch 1/100 718/718 [==============================] - 1s 938us/step - loss: 0.6886 - accuracy: 0.5556 Epoch 2/100 718/718 [==============================] - 1s 967us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 922us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 947us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 948us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 926us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 959us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 976us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 954us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 949us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 989us/step - loss: 0.6869 - accuracy: 0.55560s - loss: 0.6875 - accu Epoch 12/100 718/718 [==============================] - 1s 970us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 951us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 975us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 968us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 949us/step - loss: 0.6849 - accuracy: 0.5556 Epoch 17/100 718/718 [==============================] - 1s 957us/step - loss: 0.6820 - accuracy: 0.5556 Epoch 18/100 718/718 [==============================] - 1s 967us/step - loss: 0.6722 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 959us/step - loss: 0.6390 - accuracy: 0.6207 Epoch 20/100 718/718 [==============================] - 1s 939us/step - loss: 0.5980 - accuracy: 0.7075 Epoch 21/100 718/718 [==============================] - 1s 959us/step - loss: 0.5774 - accuracy: 0.7111 Epoch 22/100 718/718 [==============================] - 1s 950us/step - loss: 0.5593 - accuracy: 0.7306 Epoch 23/100 718/718 [==============================] - 1s 910us/step - loss: 0.5368 - accuracy: 0.7403 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5137 - accuracy: 0.7572 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4936 - accuracy: 0.7640 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4800 - accuracy: 0.7685 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4733 - accuracy: 0.7687 Epoch 28/100 718/718 [==============================] - 1s 987us/step - loss: 0.4705 - accuracy: 0.76920s - loss: 0.4689 - accu - ETA: 0s - loss: 0.4713 - accuracy Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4676 - accuracy: 0.7682 Epoch 30/100 718/718 [==============================] - 1s 967us/step - loss: 0.4661 - accuracy: 0.7690 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4638 - accuracy: 0.7725 Epoch 32/100 718/718 [==============================] - 1s 985us/step - loss: 0.4631 - accuracy: 0.7730 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4604 - accuracy: 0.7746 Epoch 34/100 718/718 [==============================] - 1s 993us/step - loss: 0.4591 - accuracy: 0.7779 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7805 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7847 Epoch 37/100 718/718 [==============================] - 1s 967us/step - loss: 0.4517 - accuracy: 0.7832 Epoch 38/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7858 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7861 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7886: 0s - loss: 0.4464 - accura - ETA: 0s - loss: 0.4450 - accura Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7903 Epoch 42/100 718/718 [==============================] - 1s 975us/step - loss: 0.4457 - accuracy: 0.7871 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7894 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4433 - accuracy: 0.7913 Epoch 45/100 718/718 [==============================] - 1s 971us/step - loss: 0.4422 - accuracy: 0.7909 Epoch 46/100 718/718 [==============================] - 1s 973us/step - loss: 0.4414 - accuracy: 0.7921 Epoch 47/100 718/718 [==============================] - 1s 947us/step - loss: 0.4415 - accuracy: 0.7919 Epoch 48/100 718/718 [==============================] - 1s 943us/step - loss: 0.4415 - accuracy: 0.7901 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7917 Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7935 Epoch 51/100 718/718 [==============================] - 1s 963us/step - loss: 0.4400 - accuracy: 0.7929 Epoch 52/100 718/718 [==============================] - 1s 972us/step - loss: 0.4402 - accuracy: 0.7928 Epoch 53/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7926 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7930 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7905: 0s - loss: 0 Epoch 56/100 718/718 [==============================] - 1s 956us/step - loss: 0.4399 - accuracy: 0.7925 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7929 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7912 Epoch 59/100 718/718 [==============================] - 1s 955us/step - loss: 0.4395 - accuracy: 0.7922 Epoch 60/100 718/718 [==============================] - 1s 976us/step - loss: 0.4398 - accuracy: 0.7937 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7920: 0s - loss: 0.4406 - ac Epoch 62/100 718/718 [==============================] - 1s 990us/step - loss: 0.4389 - accuracy: 0.7931 Epoch 63/100 718/718 [==============================] - 1s 936us/step - loss: 0.4389 - accuracy: 0.7929 Epoch 64/100 718/718 [==============================] - 1s 973us/step - loss: 0.4382 - accuracy: 0.7935 Epoch 65/100 718/718 [==============================] - 1s 986us/step - loss: 0.4377 - accuracy: 0.7937 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7922 Epoch 67/100 718/718 [==============================] - 1s 971us/step - loss: 0.4374 - accuracy: 0.7948 Epoch 68/100 718/718 [==============================] - 1s 995us/step - loss: 0.4372 - accuracy: 0.7908 Epoch 69/100 718/718 [==============================] - 1s 943us/step - loss: 0.4373 - accuracy: 0.7918 Epoch 70/100 718/718 [==============================] - 1s 938us/step - loss: 0.4376 - accuracy: 0.7944 Epoch 71/100 718/718 [==============================] - 1s 950us/step - loss: 0.4372 - accuracy: 0.7945 Epoch 72/100 718/718 [==============================] - 1s 967us/step - loss: 0.4370 - accuracy: 0.7930 Epoch 73/100 718/718 [==============================] - 1s 946us/step - loss: 0.4369 - accuracy: 0.7919 Epoch 74/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7898 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7937 Epoch 76/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4375 - accuracy: 0.7914 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7923 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7949: 0s - loss: 0.4363 Epoch 79/100 718/718 [==============================] - 1s 956us/step - loss: 0.4367 - accuracy: 0.7921 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7942 Epoch 81/100 718/718 [==============================] - 1s 999us/step - loss: 0.4360 - accuracy: 0.7954 Epoch 82/100 718/718 [==============================] - 1s 991us/step - loss: 0.4362 - accuracy: 0.7949 Epoch 83/100 718/718 [==============================] - 1s 990us/step - loss: 0.4356 - accuracy: 0.7953 Epoch 84/100 718/718 [==============================] - 1s 948us/step - loss: 0.4364 - accuracy: 0.7944 Epoch 85/100 718/718 [==============================] - 1s 919us/step - loss: 0.4360 - accuracy: 0.7912 Epoch 86/100 718/718 [==============================] - 1s 920us/step - loss: 0.4359 - accuracy: 0.7950 Epoch 87/100 718/718 [==============================] - 1s 997us/step - loss: 0.4362 - accuracy: 0.79120s - loss: 0.4338 Epoch 88/100 718/718 [==============================] - 1s 955us/step - loss: 0.4359 - accuracy: 0.7948 Epoch 89/100 718/718 [==============================] - 1s 937us/step - loss: 0.4360 - accuracy: 0.7943 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7936: 0s - loss: 0.4411 - accuracy: Epoch 91/100 718/718 [==============================] - 1s 961us/step - loss: 0.4359 - accuracy: 0.7924 Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7894 Epoch 93/100 718/718 [==============================] - 1s 936us/step - loss: 0.4354 - accuracy: 0.7932 Epoch 94/100 718/718 [==============================] - 1s 971us/step - loss: 0.4359 - accuracy: 0.7923 Epoch 95/100 718/718 [==============================] - 1s 950us/step - loss: 0.4354 - accuracy: 0.7916 Epoch 96/100 718/718 [==============================] - 1s 929us/step - loss: 0.4353 - accuracy: 0.7896 Epoch 97/100 718/718 [==============================] - 1s 961us/step - loss: 0.4348 - accuracy: 0.7915 Epoch 98/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7941 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7922 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7924 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6885 - accuracy: 0.5546: 0s - loss: 0.6885 - accuracy: 0.55 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6873 - accura Epoch 5/100 718/718 [==============================] - 1s 960us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 988us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 975us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 961us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 951us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 918us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 17/100 718/718 [==============================] - 1s 907us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 18/100 718/718 [==============================] - ETA: 0s - loss: 0.6862 - accuracy: 0.55 - 1s 911us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 937us/step - loss: 0.6853 - accuracy: 0.55560s - loss: 0.6845 - accuracy: 0.56 - ETA: 0s - loss: 0.6849 - ac Epoch 20/100 718/718 [==============================] - 1s 968us/step - loss: 0.6833 - accuracy: 0.5556 Epoch 21/100 718/718 [==============================] - 1s 962us/step - loss: 0.6775 - accuracy: 0.5556 Epoch 22/100 718/718 [==============================] - 1s 974us/step - loss: 0.6567 - accuracy: 0.6205 Epoch 23/100 718/718 [==============================] - 1s 956us/step - loss: 0.6110 - accuracy: 0.6982 Epoch 24/100 718/718 [==============================] - 1s 981us/step - loss: 0.5845 - accuracy: 0.7042 Epoch 25/100 718/718 [==============================] - 1s 956us/step - loss: 0.5748 - accuracy: 0.7054 Epoch 26/100 718/718 [==============================] - 1s 949us/step - loss: 0.5644 - accuracy: 0.7090 Epoch 27/100 718/718 [==============================] - 1s 996us/step - loss: 0.5463 - accuracy: 0.7226 Epoch 28/100 718/718 [==============================] - 1s 942us/step - loss: 0.5172 - accuracy: 0.7475 Epoch 29/100 718/718 [==============================] - 1s 933us/step - loss: 0.4898 - accuracy: 0.7639 Epoch 30/100 718/718 [==============================] - 1s 956us/step - loss: 0.4759 - accuracy: 0.76610s - loss: 0.4755 - ac Epoch 31/100 718/718 [==============================] - 1s 910us/step - loss: 0.4703 - accuracy: 0.7674 Epoch 32/100 718/718 [==============================] - 1s 949us/step - loss: 0.4673 - accuracy: 0.7666 Epoch 33/100 718/718 [==============================] - 1s 989us/step - loss: 0.4654 - accuracy: 0.76700s - loss: 0.4595 - accu Epoch 34/100 718/718 [==============================] - 1s 954us/step - loss: 0.4629 - accuracy: 0.7679 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4602 - accuracy: 0.7709 Epoch 36/100 718/718 [==============================] - 1s 967us/step - loss: 0.4592 - accuracy: 0.7705 Epoch 37/100 718/718 [==============================] - 1s 988us/step - loss: 0.4569 - accuracy: 0.7761 Epoch 38/100 718/718 [==============================] - 1s 979us/step - loss: 0.4555 - accuracy: 0.77630s - loss: 0.4653 - accura Epoch 39/100 718/718 [==============================] - 1s 938us/step - loss: 0.4543 - accuracy: 0.7811 Epoch 40/100 718/718 [==============================] - 1s 981us/step - loss: 0.4516 - accuracy: 0.7806 Epoch 41/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4507 - accuracy: 0.7823 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7821 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7829 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7834 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4468 - accuracy: 0.7853 Epoch 46/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4453 - accuracy: 0.7857 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7865 Epoch 48/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4426 - accuracy: 0.7877 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7858: 0s - loss: 0.4441 - accuracy: 0.78 - ETA: 0s - loss: 0.4451 - accuracy: 0. Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7915: 0s - loss: 0.4466 - accu Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7874 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7907 Epoch 53/100 718/718 [==============================] - 1s 940us/step - loss: 0.4404 - accuracy: 0.7900 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7875: 0s - loss: 0.4429 - accuracy Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7884 Epoch 56/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7876 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7873 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7895 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7899 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7882 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7896 Epoch 62/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7914 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7915: 0s - loss: 0.4379 - accuracy Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7908 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7925 Epoch 66/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7882 Epoch 67/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7890 Epoch 68/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7891 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7904 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7932 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7906: 0s - loss: 0.4343 Epoch 72/100 718/718 [==============================] - 1s 986us/step - loss: 0.4372 - accuracy: 0.7916 Epoch 73/100 718/718 [==============================] - 1s 991us/step - loss: 0.4364 - accuracy: 0.7881 Epoch 74/100 718/718 [==============================] - 1s 981us/step - loss: 0.4367 - accuracy: 0.7918 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7928: 0s - loss: 0.4347 - ac Epoch 76/100 718/718 [==============================] - 1s 985us/step - loss: 0.4372 - accuracy: 0.79020s - loss: 0.4372 - accuracy: 0.79 Epoch 77/100 718/718 [==============================] - 1s 1000us/step - loss: 0.4365 - accuracy: 0.7929 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7926 Epoch 79/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7915: 0s - loss: 0.4240 - - ETA: 0s - loss: 0.4353 - accuracy: 0.79 Epoch 80/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7922 Epoch 81/100 718/718 [==============================] - 1s 963us/step - loss: 0.4368 - accuracy: 0.7909 Epoch 82/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7936 Epoch 83/100 718/718 [==============================] - 1s 993us/step - loss: 0.4364 - accuracy: 0.7915 Epoch 84/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7934 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7936: 0s - loss: 0.438 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7924 Epoch 87/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7939 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7922 Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7947 Epoch 90/100 718/718 [==============================] - 1s 972us/step - loss: 0.4347 - accuracy: 0.7956 Epoch 91/100 718/718 [==============================] - 1s 963us/step - loss: 0.4344 - accuracy: 0.7958 Epoch 92/100 718/718 [==============================] - 1s 988us/step - loss: 0.4348 - accuracy: 0.7923 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7930 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7948 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7921 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7942 Epoch 97/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7935 Epoch 98/100 718/718 [==============================] - 1s 977us/step - loss: 0.4345 - accuracy: 0.7948 Epoch 99/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7961: 0s - loss: 0.4345 - accuracy Epoch 100/100 718/718 [==============================] - 1s 997us/step - loss: 0.4338 - accuracy: 0.7949 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6887 - accuracy: 0.5553 Epoch 2/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 966us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 940us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 989us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 997us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 985us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 964us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 987us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 963us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 978us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 947us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6867 - accuracy: 0.5556: 0s - loss: 0.6872 - accura Epoch 17/100 718/718 [==============================] - 1s 956us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 18/100 718/718 [==============================] - 1s 989us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 981us/step - loss: 0.6858 - accuracy: 0.5556 Epoch 20/100 718/718 [==============================] - 1s 942us/step - loss: 0.6846 - accuracy: 0.5556 Epoch 21/100 718/718 [==============================] - 1s 949us/step - loss: 0.6814 - accuracy: 0.5556 Epoch 22/100 718/718 [==============================] - 1s 982us/step - loss: 0.6708 - accuracy: 0.5575 Epoch 23/100 718/718 [==============================] - 1s 931us/step - loss: 0.6339 - accuracy: 0.6756 Epoch 24/100 718/718 [==============================] - 1s 968us/step - loss: 0.5807 - accuracy: 0.7047 Epoch 25/100 718/718 [==============================] - 1s 975us/step - loss: 0.5591 - accuracy: 0.71280s - loss: 0.5585 - accuracy: 0.71 Epoch 26/100 718/718 [==============================] - 1s 981us/step - loss: 0.5449 - accuracy: 0.7216 Epoch 27/100 718/718 [==============================] - 1s 955us/step - loss: 0.5259 - accuracy: 0.7380 Epoch 28/100 718/718 [==============================] - 1s 979us/step - loss: 0.5034 - accuracy: 0.7552 Epoch 29/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4852 - accuracy: 0.7658 Epoch 30/100 718/718 [==============================] - 1s 947us/step - loss: 0.4739 - accuracy: 0.7696 Epoch 31/100 718/718 [==============================] - 1s 933us/step - loss: 0.4652 - accuracy: 0.7740 Epoch 32/100 718/718 [==============================] - 1s 954us/step - loss: 0.4579 - accuracy: 0.7783 Epoch 33/100 718/718 [==============================] - 1s 995us/step - loss: 0.4519 - accuracy: 0.78310s - loss: 0.4529 - accuracy: 0. Epoch 34/100 718/718 [==============================] - 1s 964us/step - loss: 0.4462 - accuracy: 0.7877 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7899 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7881 Epoch 37/100 718/718 [==============================] - 1s 948us/step - loss: 0.4374 - accuracy: 0.7930 Epoch 38/100 718/718 [==============================] - 1s 964us/step - loss: 0.4363 - accuracy: 0.7962 Epoch 39/100 718/718 [==============================] - 1s 959us/step - loss: 0.4346 - accuracy: 0.7958 Epoch 40/100 718/718 [==============================] - 1s 959us/step - loss: 0.4345 - accuracy: 0.79520s - loss: 0.4343 - accuracy Epoch 41/100 718/718 [==============================] - 1s 951us/step - loss: 0.4335 - accuracy: 0.7981 Epoch 42/100 718/718 [==============================] - 1s 986us/step - loss: 0.4327 - accuracy: 0.7957 Epoch 43/100 718/718 [==============================] - 1s 973us/step - loss: 0.4324 - accuracy: 0.7978 Epoch 44/100 718/718 [==============================] - 1s 916us/step - loss: 0.4327 - accuracy: 0.7993 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.8004 Epoch 46/100 718/718 [==============================] - 1s 997us/step - loss: 0.4321 - accuracy: 0.7973 Epoch 47/100 718/718 [==============================] - 1s 986us/step - loss: 0.4323 - accuracy: 0.7973 Epoch 48/100 718/718 [==============================] - 1s 928us/step - loss: 0.4311 - accuracy: 0.7983 Epoch 49/100 718/718 [==============================] - 1s 975us/step - loss: 0.4304 - accuracy: 0.8010 Epoch 50/100 718/718 [==============================] - 1s 962us/step - loss: 0.4306 - accuracy: 0.8009 Epoch 51/100 718/718 [==============================] - 1s 933us/step - loss: 0.4296 - accuracy: 0.79670s - loss: 0.4246 - ac Epoch 52/100 718/718 [==============================] - 1s 978us/step - loss: 0.4300 - accuracy: 0.7992 Epoch 53/100 718/718 [==============================] - 1s 989us/step - loss: 0.4292 - accuracy: 0.79800s - los Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7995 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8000 Epoch 56/100 718/718 [==============================] - 1s 890us/step - loss: 0.4290 - accuracy: 0.7975 Epoch 57/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8020 Epoch 58/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8012 Epoch 59/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8005 Epoch 60/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7989 Epoch 61/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8036 Epoch 62/100 718/718 [==============================] - 1s 959us/step - loss: 0.4269 - accuracy: 0.7999 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8022 Epoch 64/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8037 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8010 Epoch 66/100 718/718 [==============================] - 1s 976us/step - loss: 0.4276 - accuracy: 0.7990 Epoch 67/100 718/718 [==============================] - 1s 943us/step - loss: 0.4267 - accuracy: 0.8000 Epoch 68/100 718/718 [==============================] - 1s 893us/step - loss: 0.4265 - accuracy: 0.7997 Epoch 69/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8023 Epoch 70/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7997: 0s - loss: 0 Epoch 71/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.8027 Epoch 72/100 718/718 [==============================] - 1s 997us/step - loss: 0.4255 - accuracy: 0.8023 Epoch 73/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.8037 Epoch 74/100 718/718 [==============================] - 1s 955us/step - loss: 0.4262 - accuracy: 0.8022 Epoch 75/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.8019: 0s - loss: 0.4164 - accu Epoch 76/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.8009 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.8021 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.8029 Epoch 79/100 718/718 [==============================] - 1s 999us/step - loss: 0.4254 - accuracy: 0.8014 Epoch 80/100 718/718 [==============================] - 1s 978us/step - loss: 0.4250 - accuracy: 0.8031 Epoch 81/100 718/718 [==============================] - 1s 988us/step - loss: 0.4258 - accuracy: 0.8015 Epoch 82/100 718/718 [==============================] - 1s 962us/step - loss: 0.4250 - accuracy: 0.8031 Epoch 83/100 718/718 [==============================] - 1s 958us/step - loss: 0.4258 - accuracy: 0.8001 Epoch 84/100 718/718 [==============================] - 1s 970us/step - loss: 0.4252 - accuracy: 0.8014 Epoch 85/100 718/718 [==============================] - 1s 984us/step - loss: 0.4256 - accuracy: 0.8027 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.7990 Epoch 87/100 718/718 [==============================] - 1s 961us/step - loss: 0.4253 - accuracy: 0.8017 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.8026 Epoch 89/100 718/718 [==============================] - 1s 977us/step - loss: 0.4244 - accuracy: 0.8037 Epoch 90/100 718/718 [==============================] - 1s 974us/step - loss: 0.4250 - accuracy: 0.8017 Epoch 91/100 718/718 [==============================] - 1s 984us/step - loss: 0.4249 - accuracy: 0.8006 Epoch 92/100 718/718 [==============================] - 1s 968us/step - loss: 0.4247 - accuracy: 0.7995 Epoch 93/100 718/718 [==============================] - 1s 976us/step - loss: 0.4243 - accuracy: 0.8008 Epoch 94/100 718/718 [==============================] - 1s 997us/step - loss: 0.4253 - accuracy: 0.8008 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.7992 Epoch 96/100 718/718 [==============================] - 1s 970us/step - loss: 0.4248 - accuracy: 0.8006 Epoch 97/100 718/718 [==============================] - 1s 959us/step - loss: 0.4248 - accuracy: 0.8045 Epoch 98/100 718/718 [==============================] - 1s 987us/step - loss: 0.4240 - accuracy: 0.8019 Epoch 99/100 718/718 [==============================] - 1s 967us/step - loss: 0.4237 - accuracy: 0.8046 Epoch 100/100 718/718 [==============================] - 1s 995us/step - loss: 0.4234 - accuracy: 0.80170s - loss: 0.4221 - accuracy Epoch 1/100 718/718 [==============================] - 1s 996us/step - loss: 0.6885 - accuracy: 0.5551 Epoch 2/100 718/718 [==============================] - 1s 944us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 971us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 942us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 989us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6859 - Epoch 6/100 718/718 [==============================] - 1s 975us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 951us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 978us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 958us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 991us/step - loss: 0.6869 - accuracy: 0.55560s - loss: 0.6871 - accura Epoch 15/100 718/718 [==============================] - 1s 951us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 938us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 17/100 718/718 [==============================] - 1s 993us/step - loss: 0.6864 - accuracy: 0.55560s - loss: 0.6852 - accuracy Epoch 18/100 718/718 [==============================] - 1s 932us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 19/100 718/718 [==============================] - 1s 953us/step - loss: 0.6847 - accuracy: 0.5556 Epoch 20/100 718/718 [==============================] - 1s 945us/step - loss: 0.6811 - accuracy: 0.55560s - loss: 0.6813 - accuracy: Epoch 21/100 718/718 [==============================] - 1s 949us/step - loss: 0.6666 - accuracy: 0.5948 Epoch 22/100 718/718 [==============================] - 1s 960us/step - loss: 0.6258 - accuracy: 0.7004 Epoch 23/100 718/718 [==============================] - 1s 963us/step - loss: 0.5952 - accuracy: 0.7070 Epoch 24/100 718/718 [==============================] - 1s 983us/step - loss: 0.5846 - accuracy: 0.70580s - loss: 0.5830 - ac Epoch 25/100 718/718 [==============================] - 1s 917us/step - loss: 0.5791 - accuracy: 0.7066 Epoch 26/100 718/718 [==============================] - 1s 911us/step - loss: 0.5744 - accuracy: 0.7065 Epoch 27/100 718/718 [==============================] - 1s 969us/step - loss: 0.5682 - accuracy: 0.7068 Epoch 28/100 718/718 [==============================] - 1s 973us/step - loss: 0.5589 - accuracy: 0.7121 Epoch 29/100 718/718 [==============================] - 1s 923us/step - loss: 0.5403 - accuracy: 0.7244 Epoch 30/100 718/718 [==============================] - 1s 949us/step - loss: 0.5118 - accuracy: 0.7473 Epoch 31/100 718/718 [==============================] - 1s 956us/step - loss: 0.4856 - accuracy: 0.7628 Epoch 32/100 718/718 [==============================] - 1s 973us/step - loss: 0.4706 - accuracy: 0.77070s - loss: 0.4726 - accuracy: Epoch 33/100 718/718 [==============================] - 1s 949us/step - loss: 0.4654 - accuracy: 0.7689 Epoch 34/100 718/718 [==============================] - 1s 965us/step - loss: 0.4623 - accuracy: 0.7718 Epoch 35/100 718/718 [==============================] - 1s 935us/step - loss: 0.4609 - accuracy: 0.7705 Epoch 36/100 718/718 [==============================] - 1s 955us/step - loss: 0.4591 - accuracy: 0.7724 Epoch 37/100 718/718 [==============================] - 1s 960us/step - loss: 0.4574 - accuracy: 0.7749 Epoch 38/100 718/718 [==============================] - 1s 937us/step - loss: 0.4554 - accuracy: 0.7751 Epoch 39/100 718/718 [==============================] - 1s 950us/step - loss: 0.4545 - accuracy: 0.7790 Epoch 40/100 718/718 [==============================] - 1s 985us/step - loss: 0.4530 - accuracy: 0.7798 Epoch 41/100 718/718 [==============================] - 1s 975us/step - loss: 0.4509 - accuracy: 0.7813 Epoch 42/100 718/718 [==============================] - 1s 978us/step - loss: 0.4482 - accuracy: 0.7822 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4461 - accuracy: 0.7852 Epoch 44/100 718/718 [==============================] - 1s 988us/step - loss: 0.4449 - accuracy: 0.7855 Epoch 45/100 718/718 [==============================] - 1s 974us/step - loss: 0.4426 - accuracy: 0.7861 Epoch 46/100 718/718 [==============================] - 1s 953us/step - loss: 0.4416 - accuracy: 0.7886 Epoch 47/100 718/718 [==============================] - 1s 990us/step - loss: 0.4403 - accuracy: 0.79070s - loss: 0.4415 Epoch 48/100 718/718 [==============================] - 1s 956us/step - loss: 0.4388 - accuracy: 0.7899 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7897 Epoch 50/100 718/718 [==============================] - 1s 972us/step - loss: 0.4378 - accuracy: 0.7933 Epoch 51/100 718/718 [==============================] - 1s 962us/step - loss: 0.4360 - accuracy: 0.7947 Epoch 52/100 718/718 [==============================] - 1s 961us/step - loss: 0.4359 - accuracy: 0.7934 Epoch 53/100 718/718 [==============================] - 1s 928us/step - loss: 0.4363 - accuracy: 0.7949 Epoch 54/100 718/718 [==============================] - 1s 988us/step - loss: 0.4351 - accuracy: 0.79450s - loss: 0.4316 - Epoch 55/100 718/718 [==============================] - 1s 960us/step - loss: 0.4342 - accuracy: 0.7944 Epoch 56/100 718/718 [==============================] - 1s 996us/step - loss: 0.4335 - accuracy: 0.7969 Epoch 57/100 718/718 [==============================] - 1s 980us/step - loss: 0.4333 - accuracy: 0.7952 Epoch 58/100 718/718 [==============================] - 1s 972us/step - loss: 0.4324 - accuracy: 0.7969 Epoch 59/100 718/718 [==============================] - 1s 977us/step - loss: 0.4318 - accuracy: 0.7976 Epoch 60/100 718/718 [==============================] - 1s 982us/step - loss: 0.4322 - accuracy: 0.7955 Epoch 61/100 718/718 [==============================] - 1s 977us/step - loss: 0.4313 - accuracy: 0.7964 Epoch 62/100 718/718 [==============================] - 1s 972us/step - loss: 0.4322 - accuracy: 0.7985 Epoch 63/100 718/718 [==============================] - 1s 953us/step - loss: 0.4307 - accuracy: 0.7983 Epoch 64/100 718/718 [==============================] - 1s 956us/step - loss: 0.4314 - accuracy: 0.7999 Epoch 65/100 718/718 [==============================] - 1s 963us/step - loss: 0.4308 - accuracy: 0.7977 Epoch 66/100 718/718 [==============================] - 1s 965us/step - loss: 0.4311 - accuracy: 0.79780s - loss: 0.4369 - accuracy Epoch 67/100 718/718 [==============================] - 1s 990us/step - loss: 0.4303 - accuracy: 0.7977 Epoch 68/100 718/718 [==============================] - 1s 979us/step - loss: 0.4302 - accuracy: 0.79840s - loss: 0.4261 Epoch 69/100 718/718 [==============================] - 1s 978us/step - loss: 0.4303 - accuracy: 0.8006 Epoch 70/100 718/718 [==============================] - 1s 966us/step - loss: 0.4305 - accuracy: 0.80150s - loss: 0.4317 - accuracy: Epoch 71/100 718/718 [==============================] - 1s 949us/step - loss: 0.4301 - accuracy: 0.7985 Epoch 72/100 718/718 [==============================] - 1s 963us/step - loss: 0.4296 - accuracy: 0.8014 Epoch 73/100 718/718 [==============================] - 1s 936us/step - loss: 0.4297 - accuracy: 0.7994 Epoch 74/100 718/718 [==============================] - 1s 962us/step - loss: 0.4302 - accuracy: 0.7956 Epoch 75/100 718/718 [==============================] - 1s 980us/step - loss: 0.4298 - accuracy: 0.79870s - loss: 0.4279 - accura Epoch 76/100 718/718 [==============================] - 1s 966us/step - loss: 0.4284 - accuracy: 0.8003 Epoch 77/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7984 Epoch 78/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7992 Epoch 79/100 718/718 [==============================] - 1s 949us/step - loss: 0.4296 - accuracy: 0.8008 Epoch 80/100 718/718 [==============================] - 1s 992us/step - loss: 0.4288 - accuracy: 0.7986 Epoch 81/100 718/718 [==============================] - 1s 972us/step - loss: 0.4295 - accuracy: 0.7969 Epoch 82/100 718/718 [==============================] - 1s 925us/step - loss: 0.4290 - accuracy: 0.7979 Epoch 83/100 718/718 [==============================] - 1s 961us/step - loss: 0.4281 - accuracy: 0.8011 Epoch 84/100 718/718 [==============================] - 1s 969us/step - loss: 0.4283 - accuracy: 0.8005 Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8015 Epoch 86/100 718/718 [==============================] - 1s 977us/step - loss: 0.4288 - accuracy: 0.7978 Epoch 87/100 718/718 [==============================] - 1s 965us/step - loss: 0.4294 - accuracy: 0.7980 Epoch 88/100 718/718 [==============================] - 1s 960us/step - loss: 0.4277 - accuracy: 0.7995 Epoch 89/100 718/718 [==============================] - 1s 987us/step - loss: 0.4288 - accuracy: 0.8005 Epoch 90/100 718/718 [==============================] - 1s 962us/step - loss: 0.4279 - accuracy: 0.8010 Epoch 91/100 718/718 [==============================] - 1s 967us/step - loss: 0.4279 - accuracy: 0.7983 Epoch 92/100 718/718 [==============================] - 1s 927us/step - loss: 0.4283 - accuracy: 0.8015 Epoch 93/100 718/718 [==============================] - 1s 964us/step - loss: 0.4278 - accuracy: 0.7992 Epoch 94/100 718/718 [==============================] - 1s 966us/step - loss: 0.4277 - accuracy: 0.7997 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7993: 0s - loss: 0.4322 Epoch 96/100 718/718 [==============================] - 1s 985us/step - loss: 0.4275 - accuracy: 0.7973 Epoch 97/100 718/718 [==============================] - 1s 906us/step - loss: 0.4280 - accuracy: 0.7984 Epoch 98/100 718/718 [==============================] - 1s 949us/step - loss: 0.4277 - accuracy: 0.7994 Epoch 99/100 718/718 [==============================] - 1s 970us/step - loss: 0.4271 - accuracy: 0.8010 Epoch 100/100 718/718 [==============================] - 1s 973us/step - loss: 0.4272 - accuracy: 0.7990 Epoch 1/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6887 - accuracy: 0.5547 Epoch 2/100 718/718 [==============================] - 1s 920us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 969us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 939us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 981us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 917us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6870 - accuracy: 0.55 Epoch 7/100 718/718 [==============================] - 1s 907us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 914us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 718/718 [==============================] - 1s 968us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6868 - accuracy: 0.5556: 0s - loss: 0.6869 - accuracy: 0. Epoch 13/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6867 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 952us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 988us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 962us/step - loss: 0.6856 - accuracy: 0.55560s - loss: 0.6847 - ac Epoch 17/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6840 - accuracy: 0.5556 Epoch 18/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6782 - accuracy: 0.5561 Epoch 19/100 718/718 [==============================] - 1s 959us/step - loss: 0.6557 - accuracy: 0.6490 Epoch 20/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6144 - accuracy: 0.6998 Epoch 21/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5933 - accuracy: 0.7003 Epoch 22/100 718/718 [==============================] - 1s 904us/step - loss: 0.5811 - accuracy: 0.7009 Epoch 23/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5626 - accuracy: 0.7155 Epoch 24/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5342 - accuracy: 0.7487 Epoch 25/100 718/718 [==============================] - 1s 1ms/step - loss: 0.5084 - accuracy: 0.7609 Epoch 26/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4927 - accuracy: 0.7654 Epoch 27/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4831 - accuracy: 0.7665 Epoch 28/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4773 - accuracy: 0.7678: 0s - loss: 0.4790 Epoch 29/100 718/718 [==============================] - 1s 2ms/step - loss: 0.4731 - accuracy: 0.7671 Epoch 30/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4698 - accuracy: 0.7692 Epoch 31/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4681 - accuracy: 0.7685 Epoch 32/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7712 Epoch 33/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4650 - accuracy: 0.7729 Epoch 34/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4640 - accuracy: 0.7754 Epoch 35/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4623 - accuracy: 0.7729 Epoch 36/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4627 - accuracy: 0.7724 Epoch 37/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4613 - accuracy: 0.7769 Epoch 38/100 718/718 [==============================] - 1s 994us/step - loss: 0.4611 - accuracy: 0.77450s - loss: 0.462 Epoch 39/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4606 - accuracy: 0.7766 Epoch 40/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4603 - accuracy: 0.7753 Epoch 41/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4594 - accuracy: 0.7764 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4595 - accuracy: 0.7773: 0s - loss: 0.4495 Epoch 43/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7767 Epoch 44/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7760 Epoch 45/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7784 Epoch 46/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7776: 0s - loss: 0.4596 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4589 - accuracy: 0.7777 Epoch 48/100 718/718 [==============================] - 1s 983us/step - loss: 0.4593 - accuracy: 0.7752 Epoch 49/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4589 - accuracy: 0.7762: 0s - loss: 0.4590 - accura Epoch 50/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7772 Epoch 51/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7789 Epoch 52/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7796 Epoch 53/100 718/718 [==============================] - 1s 966us/step - loss: 0.4582 - accuracy: 0.7800 Epoch 54/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7791 Epoch 55/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7777 Epoch 56/100 718/718 [==============================] - 1s 939us/step - loss: 0.4579 - accuracy: 0.7793 Epoch 57/100 718/718 [==============================] - 1s 944us/step - loss: 0.4579 - accuracy: 0.7760 Epoch 58/100 718/718 [==============================] - 1s 972us/step - loss: 0.4583 - accuracy: 0.7797 Epoch 59/100 718/718 [==============================] - 1s 980us/step - loss: 0.4570 - accuracy: 0.7798 Epoch 60/100 718/718 [==============================] - 1s 965us/step - loss: 0.4575 - accuracy: 0.7774 Epoch 61/100 718/718 [==============================] - 1s 945us/step - loss: 0.4566 - accuracy: 0.7780 Epoch 62/100 718/718 [==============================] - 1s 937us/step - loss: 0.4565 - accuracy: 0.7802 Epoch 63/100 718/718 [==============================] - 1s 884us/step - loss: 0.4564 - accuracy: 0.7766 Epoch 64/100 718/718 [==============================] - 1s 989us/step - loss: 0.4568 - accuracy: 0.7779 Epoch 65/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7787 Epoch 66/100 718/718 [==============================] - 1s 926us/step - loss: 0.4563 - accuracy: 0.7764 Epoch 67/100 718/718 [==============================] - 1s 958us/step - loss: 0.4552 - accuracy: 0.7807 Epoch 68/100 718/718 [==============================] - 1s 938us/step - loss: 0.4561 - accuracy: 0.7762 Epoch 69/100 718/718 [==============================] - 1s 989us/step - loss: 0.4556 - accuracy: 0.7777 Epoch 70/100 718/718 [==============================] - 1s 962us/step - loss: 0.4559 - accuracy: 0.7790 Epoch 71/100 718/718 [==============================] - 1s 937us/step - loss: 0.4550 - accuracy: 0.7805 Epoch 72/100 718/718 [==============================] - 1s 959us/step - loss: 0.4547 - accuracy: 0.7790 Epoch 73/100 718/718 [==============================] - 1s 949us/step - loss: 0.4546 - accuracy: 0.7807 Epoch 74/100 718/718 [==============================] - 1s 940us/step - loss: 0.4548 - accuracy: 0.7793 Epoch 75/100 718/718 [==============================] - 1s 900us/step - loss: 0.4545 - accuracy: 0.7792 Epoch 76/100 718/718 [==============================] - 1s 888us/step - loss: 0.4548 - accuracy: 0.7778 Epoch 77/100 718/718 [==============================] - 1s 920us/step - loss: 0.4547 - accuracy: 0.7809 Epoch 78/100 718/718 [==============================] - 1s 954us/step - loss: 0.4544 - accuracy: 0.7791 Epoch 79/100 718/718 [==============================] - 1s 980us/step - loss: 0.4547 - accuracy: 0.78160s - loss: 0.4693 Epoch 80/100 718/718 [==============================] - 1s 991us/step - loss: 0.4538 - accuracy: 0.7820 Epoch 81/100 718/718 [==============================] - 1s 950us/step - loss: 0.4541 - accuracy: 0.7822 Epoch 82/100 718/718 [==============================] - 1s 987us/step - loss: 0.4534 - accuracy: 0.7810 Epoch 83/100 718/718 [==============================] - 1s 964us/step - loss: 0.4537 - accuracy: 0.77870s - loss: 0.4510 - Epoch 84/100 718/718 [==============================] - 1s 975us/step - loss: 0.4542 - accuracy: 0.7778 Epoch 85/100 718/718 [==============================] - 1s 969us/step - loss: 0.4528 - accuracy: 0.7823 Epoch 86/100 718/718 [==============================] - 1s 923us/step - loss: 0.4531 - accuracy: 0.77990s - loss: 0.4536 - accuracy: 0. Epoch 87/100 718/718 [==============================] - 1s 954us/step - loss: 0.4533 - accuracy: 0.7820 Epoch 88/100 718/718 [==============================] - 1s 972us/step - loss: 0.4535 - accuracy: 0.7787 Epoch 89/100 718/718 [==============================] - 1s 912us/step - loss: 0.4530 - accuracy: 0.7818 Epoch 90/100 718/718 [==============================] - 1s 956us/step - loss: 0.4527 - accuracy: 0.7824 Epoch 91/100 718/718 [==============================] - 1s 976us/step - loss: 0.4521 - accuracy: 0.7827 Epoch 92/100 718/718 [==============================] - 1s 964us/step - loss: 0.4531 - accuracy: 0.7815 Epoch 93/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7808 Epoch 94/100 718/718 [==============================] - 1s 944us/step - loss: 0.4534 - accuracy: 0.78220s - loss: 0.4544 Epoch 95/100 718/718 [==============================] - 1s 957us/step - loss: 0.4528 - accuracy: 0.7817 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4522 - accuracy: 0.7815: 0s - loss: 0.4465 - accu Epoch 97/100 718/718 [==============================] - 1s 992us/step - loss: 0.4526 - accuracy: 0.7800 Epoch 98/100 718/718 [==============================] - 1s 974us/step - loss: 0.4529 - accuracy: 0.7821 Epoch 99/100 718/718 [==============================] - 1s 926us/step - loss: 0.4523 - accuracy: 0.7816 Epoch 100/100 718/718 [==============================] - 1s 975us/step - loss: 0.4523 - accuracy: 0.7811 Epoch 1/100 718/718 [==============================] - 1s 974us/step - loss: 0.6887 - accuracy: 0.55530s - loss: 0.6892 - accuracy: Epoch 2/100 718/718 [==============================] - 1s 968us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/100 718/718 [==============================] - 1s 965us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 718/718 [==============================] - 1s 968us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 718/718 [==============================] - 1s 957us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 718/718 [==============================] - 1s 966us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 718/718 [==============================] - 1s 988us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6874 Epoch 9/100 718/718 [==============================] - 1s 960us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 718/718 [==============================] - 1s 960us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 718/718 [==============================] - 1s 970us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 718/718 [==============================] - 1s 968us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 718/718 [==============================] - 1s 957us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/100 718/718 [==============================] - 1s 963us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 16/100 718/718 [==============================] - 1s 975us/step - loss: 0.6869 - accuracy: 0.55560s - loss: 0.6870 - Epoch 17/100 718/718 [==============================] - 1s 934us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 18/100 718/718 [==============================] - 1s 957us/step - loss: 0.6867 - accuracy: 0.55560s - loss: 0.6858 - accu Epoch 19/100 718/718 [==============================] - 1s 955us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 20/100 718/718 [==============================] - 1s 944us/step - loss: 0.6860 - accuracy: 0.5556 Epoch 21/100 718/718 [==============================] - 1s 966us/step - loss: 0.6850 - accuracy: 0.55560s - loss: 0.6854 - ac Epoch 22/100 718/718 [==============================] - 1s 905us/step - loss: 0.6819 - accuracy: 0.5556 Epoch 23/100 718/718 [==============================] - 1s 914us/step - loss: 0.6702 - accuracy: 0.5820 Epoch 24/100 718/718 [==============================] - 1s 956us/step - loss: 0.6333 - accuracy: 0.6966 Epoch 25/100 718/718 [==============================] - 1s 949us/step - loss: 0.6004 - accuracy: 0.7030 Epoch 26/100 718/718 [==============================] - 1s 943us/step - loss: 0.5883 - accuracy: 0.7045 Epoch 27/100 718/718 [==============================] - 1s 949us/step - loss: 0.5825 - accuracy: 0.7043 Epoch 28/100 718/718 [==============================] - 1s 928us/step - loss: 0.5767 - accuracy: 0.7068 Epoch 29/100 718/718 [==============================] - 1s 935us/step - loss: 0.5690 - accuracy: 0.7082 Epoch 30/100 718/718 [==============================] - 1s 963us/step - loss: 0.5565 - accuracy: 0.7129 Epoch 31/100 718/718 [==============================] - 1s 937us/step - loss: 0.5339 - accuracy: 0.7318 Epoch 32/100 718/718 [==============================] - 1s 952us/step - loss: 0.5045 - accuracy: 0.7546 Epoch 33/100 718/718 [==============================] - 1s 941us/step - loss: 0.4831 - accuracy: 0.7683 Epoch 34/100 718/718 [==============================] - 1s 983us/step - loss: 0.4738 - accuracy: 0.7683 Epoch 35/100 718/718 [==============================] - 1s 952us/step - loss: 0.4697 - accuracy: 0.7681 Epoch 36/100 718/718 [==============================] - 1s 971us/step - loss: 0.4678 - accuracy: 0.7664 Epoch 37/100 718/718 [==============================] - 1s 954us/step - loss: 0.4665 - accuracy: 0.7692 Epoch 38/100 718/718 [==============================] - 1s 935us/step - loss: 0.4655 - accuracy: 0.7704 Epoch 39/100 718/718 [==============================] - 1s 953us/step - loss: 0.4650 - accuracy: 0.7696 Epoch 40/100 718/718 [==============================] - 1s 973us/step - loss: 0.4648 - accuracy: 0.7718 Epoch 41/100 718/718 [==============================] - 1s 940us/step - loss: 0.4649 - accuracy: 0.7712 Epoch 42/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4626 - accuracy: 0.7738 Epoch 43/100 718/718 [==============================] - 1s 993us/step - loss: 0.4637 - accuracy: 0.77330s - loss: 0.4652 - accuracy Epoch 44/100 718/718 [==============================] - 1s 965us/step - loss: 0.4637 - accuracy: 0.7728 Epoch 45/100 718/718 [==============================] - 1s 947us/step - loss: 0.4629 - accuracy: 0.7741 Epoch 46/100 718/718 [==============================] - 1s 943us/step - loss: 0.4625 - accuracy: 0.7705 Epoch 47/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4627 - accuracy: 0.7739 Epoch 48/100 718/718 [==============================] - 1s 972us/step - loss: 0.4623 - accuracy: 0.7725 Epoch 49/100 718/718 [==============================] - 1s 972us/step - loss: 0.4624 - accuracy: 0.7726 Epoch 50/100 718/718 [==============================] - 1s 937us/step - loss: 0.4624 - accuracy: 0.7751 Epoch 51/100 718/718 [==============================] - 1s 975us/step - loss: 0.4625 - accuracy: 0.7732 Epoch 52/100 718/718 [==============================] - 1s 927us/step - loss: 0.4617 - accuracy: 0.7748 Epoch 53/100 718/718 [==============================] - 1s 940us/step - loss: 0.4608 - accuracy: 0.7708 Epoch 54/100 718/718 [==============================] - 1s 927us/step - loss: 0.4608 - accuracy: 0.7724 Epoch 55/100 718/718 [==============================] - 1s 966us/step - loss: 0.4600 - accuracy: 0.7713 Epoch 56/100 718/718 [==============================] - 1s 926us/step - loss: 0.4600 - accuracy: 0.7742 Epoch 57/100 718/718 [==============================] - 1s 934us/step - loss: 0.4596 - accuracy: 0.7761 Epoch 58/100 718/718 [==============================] - 1s 942us/step - loss: 0.4597 - accuracy: 0.7737 Epoch 59/100 718/718 [==============================] - 1s 944us/step - loss: 0.4594 - accuracy: 0.7733 Epoch 60/100 718/718 [==============================] - 1s 934us/step - loss: 0.4591 - accuracy: 0.7759 Epoch 61/100 718/718 [==============================] - 1s 957us/step - loss: 0.4586 - accuracy: 0.7783 Epoch 62/100 718/718 [==============================] - 1s 909us/step - loss: 0.4585 - accuracy: 0.7764 Epoch 63/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7753 Epoch 64/100 718/718 [==============================] - ETA: 0s - loss: 0.4577 - accuracy: 0.77 - 1s 910us/step - loss: 0.4586 - accuracy: 0.7726 Epoch 65/100 718/718 [==============================] - 1s 953us/step - loss: 0.4574 - accuracy: 0.7750 Epoch 66/100 718/718 [==============================] - 1s 952us/step - loss: 0.4570 - accuracy: 0.7769 Epoch 67/100 718/718 [==============================] - 1s 953us/step - loss: 0.4575 - accuracy: 0.7770 Epoch 68/100 718/718 [==============================] - 1s 965us/step - loss: 0.4577 - accuracy: 0.7739 Epoch 69/100 718/718 [==============================] - 1s 975us/step - loss: 0.4575 - accuracy: 0.7768 Epoch 70/100 718/718 [==============================] - 1s 944us/step - loss: 0.4573 - accuracy: 0.7766 Epoch 71/100 718/718 [==============================] - 1s 936us/step - loss: 0.4580 - accuracy: 0.7770 Epoch 72/100 718/718 [==============================] - 1s 977us/step - loss: 0.4564 - accuracy: 0.7768 Epoch 73/100 718/718 [==============================] - 1s 980us/step - loss: 0.4577 - accuracy: 0.7742 Epoch 74/100 718/718 [==============================] - 1s 976us/step - loss: 0.4565 - accuracy: 0.7759 Epoch 75/100 718/718 [==============================] - 1s 977us/step - loss: 0.4565 - accuracy: 0.7769 Epoch 76/100 718/718 [==============================] - 1s 962us/step - loss: 0.4575 - accuracy: 0.7759 Epoch 77/100 718/718 [==============================] - 1s 977us/step - loss: 0.4560 - accuracy: 0.7769 Epoch 78/100 718/718 [==============================] - 1s 924us/step - loss: 0.4564 - accuracy: 0.7763 Epoch 79/100 718/718 [==============================] - 1s 980us/step - loss: 0.4557 - accuracy: 0.7766 Epoch 80/100 718/718 [==============================] - 1s 988us/step - loss: 0.4561 - accuracy: 0.7773 Epoch 81/100 718/718 [==============================] - 1s 944us/step - loss: 0.4560 - accuracy: 0.7780 Epoch 82/100 718/718 [==============================] - 1s 970us/step - loss: 0.4557 - accuracy: 0.7774 Epoch 83/100 718/718 [==============================] - 1s 971us/step - loss: 0.4554 - accuracy: 0.7780 Epoch 84/100 718/718 [==============================] - 1s 962us/step - loss: 0.4553 - accuracy: 0.77730s - loss: 0.4534 - accuracy: Epoch 85/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7780 Epoch 86/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7766 Epoch 87/100 718/718 [==============================] - 1s 880us/step - loss: 0.4552 - accuracy: 0.7792 Epoch 88/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7788: 0s - loss: 0.4541 - accuracy: 0. Epoch 89/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7778 Epoch 90/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7787 Epoch 91/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7775: 0s - loss: 0.4780 - accuracy: 0. - ETA: 0s - Epoch 92/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7790 Epoch 93/100 718/718 [==============================] - 1s 981us/step - loss: 0.4544 - accuracy: 0.7777 Epoch 94/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7795 Epoch 95/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7773 Epoch 96/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7774 Epoch 97/100 718/718 [==============================] - 1s 952us/step - loss: 0.4543 - accuracy: 0.7785 Epoch 98/100 718/718 [==============================] - 1s 955us/step - loss: 0.4542 - accuracy: 0.7787 Epoch 99/100 718/718 [==============================] - 1s 984us/step - loss: 0.4538 - accuracy: 0.7787 Epoch 100/100 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7783 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6119 - accuracy: 0.6692 Epoch 2/500 718/718 [==============================] - 1s 983us/step - loss: 0.5364 - accuracy: 0.7423 Epoch 3/500 718/718 [==============================] - 1s 990us/step - loss: 0.4996 - accuracy: 0.7602 Epoch 4/500 718/718 [==============================] - 1s 970us/step - loss: 0.4798 - accuracy: 0.7680 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4716 - accuracy: 0.7686 Epoch 6/500 718/718 [==============================] - 1s 978us/step - loss: 0.4664 - accuracy: 0.7678 Epoch 7/500 718/718 [==============================] - 1s 999us/step - loss: 0.4638 - accuracy: 0.7725 Epoch 8/500 718/718 [==============================] - 1s 985us/step - loss: 0.4616 - accuracy: 0.7732 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4598 - accuracy: 0.7754 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4597 - accuracy: 0.7719 Epoch 11/500 718/718 [==============================] - 1s 998us/step - loss: 0.4589 - accuracy: 0.77460s - loss: 0.4 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4585 - accuracy: 0.7737 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7752: 0s - loss: 0.453 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7756 Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4582 - accuracy: 0.7757 Epoch 16/500 718/718 [==============================] - 1s 977us/step - loss: 0.4582 - accuracy: 0.7750 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7737 Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7738: 0s - loss: 0.4530 - accuracy: - ETA: 0s - loss: 0.4565 - accuracy: 0.77 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7737 Epoch 20/500 718/718 [==============================] - 1s 984us/step - loss: 0.4574 - accuracy: 0.7743 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7739 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4568 - accuracy: 0.7757 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7753 Epoch 24/500 718/718 [==============================] - 1s 997us/step - loss: 0.4567 - accuracy: 0.7725 Epoch 25/500 718/718 [==============================] - 1s 986us/step - loss: 0.4567 - accuracy: 0.7729 Epoch 26/500 718/718 [==============================] - 1s 997us/step - loss: 0.4561 - accuracy: 0.7767 Epoch 27/500 718/718 [==============================] - 1s 972us/step - loss: 0.4568 - accuracy: 0.7730 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7773: 0s - loss: 0.4501 - Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4568 - accuracy: 0.7746 Epoch 30/500 718/718 [==============================] - 1s 990us/step - loss: 0.4565 - accuracy: 0.7729 Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4565 - accuracy: 0.7757 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4563 - accuracy: 0.7744 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7758 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7758 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7759 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7737 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7761: 0s - loss: 0.4621 - accuracy - ETA: 0s - loss: 0.4539 - accu Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7768 Epoch 39/500 718/718 [==============================] - 1s 986us/step - loss: 0.4559 - accuracy: 0.7766 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7758 Epoch 41/500 718/718 [==============================] - 1s 985us/step - loss: 0.4564 - accuracy: 0.7748 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7754 Epoch 43/500 718/718 [==============================] - 1s 999us/step - loss: 0.4557 - accuracy: 0.7760 Epoch 44/500 718/718 [==============================] - 1s 992us/step - loss: 0.4560 - accuracy: 0.7762 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7742 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7754 Epoch 47/500 718/718 [==============================] - 1s 977us/step - loss: 0.4562 - accuracy: 0.7723 Epoch 48/500 718/718 [==============================] - 1s 990us/step - loss: 0.4559 - accuracy: 0.77370s - loss: 0.4550 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7757: 0s - loss: 0.4505 - accu Epoch 50/500 718/718 [==============================] - 1s 997us/step - loss: 0.4556 - accuracy: 0.7753 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7746 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7739: 0s - loss: 0.450 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7753 Epoch 54/500 718/718 [==============================] - 1s 986us/step - loss: 0.4556 - accuracy: 0.7749 Epoch 55/500 718/718 [==============================] - 1s 988us/step - loss: 0.4553 - accuracy: 0.7735 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7759 Epoch 57/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7757 Epoch 58/500 718/718 [==============================] - 1s 971us/step - loss: 0.4551 - accuracy: 0.7745 Epoch 59/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7746 Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7750 Epoch 61/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7753: 0s - loss: 0.4532 - accuracy: Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7754 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7760 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7762 Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7738: 0s - loss: 0.4503 - accuracy Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7772 Epoch 67/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4530 - accuracy: 0.7746: 0s - loss: 0.4456 - accuracy: 0.78 - ETA: 0s - loss: 0.4457 - Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7744: 0s - loss: 0.4478 - accura Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7734 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7731 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7748 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7768 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4521 - accuracy: 0.7750 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7749 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7759 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4521 - accuracy: 0.7771 Epoch 77/500 718/718 [==============================] - 1s 978us/step - loss: 0.4514 - accuracy: 0.7756 Epoch 78/500 718/718 [==============================] - 1s 979us/step - loss: 0.4516 - accuracy: 0.7765 Epoch 79/500 718/718 [==============================] - 1s 974us/step - loss: 0.4516 - accuracy: 0.7775 Epoch 80/500 718/718 [==============================] - 1s 994us/step - loss: 0.4517 - accuracy: 0.7751 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7772: 0s - loss: 0.4520 - accuracy Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7759 Epoch 83/500 718/718 [==============================] - 1s 999us/step - loss: 0.4519 - accuracy: 0.7764 Epoch 84/500 718/718 [==============================] - 1s 984us/step - loss: 0.4513 - accuracy: 0.7770 Epoch 85/500 718/718 [==============================] - 1s 941us/step - loss: 0.4523 - accuracy: 0.7763 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7773 Epoch 87/500 718/718 [==============================] - 1s 999us/step - loss: 0.4521 - accuracy: 0.77640s - loss: 0.4534 - accuracy: Epoch 88/500 718/718 [==============================] - 1s 966us/step - loss: 0.4513 - accuracy: 0.7760 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7786: 0s - loss: 0.4499 - accura Epoch 90/500 718/718 [==============================] - 1s 957us/step - loss: 0.4509 - accuracy: 0.7768 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7764 Epoch 92/500 718/718 [==============================] - 1s 990us/step - loss: 0.4513 - accuracy: 0.7753 Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7758: 0s - loss: 0.4524 - accuracy: 0. Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7742 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7796 Epoch 96/500 718/718 [==============================] - 1s 996us/step - loss: 0.4511 - accuracy: 0.7773 Epoch 97/500 718/718 [==============================] - 1s 980us/step - loss: 0.4512 - accuracy: 0.7761 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7767 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7769 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4518 - accuracy: 0.7765 Epoch 101/500 718/718 [==============================] - 1s 968us/step - loss: 0.4508 - accuracy: 0.7773 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7770 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7758 Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7757 Epoch 105/500 718/718 [==============================] - 1s 975us/step - loss: 0.4505 - accuracy: 0.7771 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7750 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7788 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7794 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7757 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7759 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7784 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7778: 0s - loss: 0.4525 - Epoch 113/500 718/718 [==============================] - 1s 968us/step - loss: 0.4508 - accuracy: 0.7779 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7768: 0s - loss: 0.4590 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7742 Epoch 116/500 718/718 [==============================] - 1s 973us/step - loss: 0.4508 - accuracy: 0.7793 Epoch 117/500 718/718 [==============================] - 1s 995us/step - loss: 0.4511 - accuracy: 0.7769 Epoch 118/500 718/718 [==============================] - 1s 965us/step - loss: 0.4505 - accuracy: 0.7779 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7775: 0s - loss: 0.4536 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7762 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7754 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7746 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7759 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7750 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7753 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7755 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7770: 0s - loss: 0.4522 - accuracy: 0. Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7746 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7755: 0s - loss: 0.4402 - ac Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7752 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7758 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7753 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7746 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7769: 0s - loss: 0.4493 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7748 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7754 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7755 Epoch 138/500 718/718 [==============================] - 1s 984us/step - loss: 0.4501 - accuracy: 0.7761 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7769: 0s - loss: 0.4532 - accuracy: Epoch 140/500 718/718 [==============================] - 1s 995us/step - loss: 0.4505 - accuracy: 0.7772 Epoch 141/500 718/718 [==============================] - 1s 978us/step - loss: 0.4509 - accuracy: 0.7735 Epoch 142/500 718/718 [==============================] - 1s 987us/step - loss: 0.4506 - accuracy: 0.7770 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7749 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7775 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7761 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7748 Epoch 147/500 718/718 [==============================] - 1s 958us/step - loss: 0.4505 - accuracy: 0.7762 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7786 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7754 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7747 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7756 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7773 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7760 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7755 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7763 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7747 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7763 Epoch 158/500 718/718 [==============================] - 1s 999us/step - loss: 0.4509 - accuracy: 0.77660s - loss: 0.4483 - accu Epoch 159/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7775: 0s - loss: 0.4645 - Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7729 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7765 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7757: 0s - loss: 0.4496 - accuracy: 0.77 - ETA: 0s - loss: 0.4520 - Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7779 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7741: 0s - loss: 0.442 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7771 Epoch 166/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4506 - accuracy: 0.7768 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7762 Epoch 168/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4502 - accuracy: 0.7782 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7756 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7768: 0s - loss: 0.4500 - accuracy: 0.77 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7756: 0s - loss: 0.4 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7765 Epoch 173/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4504 - accuracy: 0.7775 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7769 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7756 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7757 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7770: 0s - loss: 0.4530 - accura Epoch 178/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4505 - accuracy: 0.7761 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7759: 0s - loss: 0.4512 - accuracy: Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7764 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7772 Epoch 182/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4505 - accuracy: 0.7755 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7756 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7761 Epoch 185/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4504 - accuracy: 0.7779 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7746: 0s - loss: 0.4590 - accuracy - ETA: 0s - loss: 0.4456 - ac Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7779: 0s - loss: 0.4527 - accura Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7763 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7751 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7776 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7753 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7773 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7760: 0s - loss: 0.4491 - accuracy: 0. Epoch 194/500 718/718 [==============================] - 1s 889us/step - loss: 0.4500 - accuracy: 0.7775 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7775 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7780 Epoch 197/500 718/718 [==============================] - 1s 939us/step - loss: 0.4501 - accuracy: 0.77400s - loss: 0.4493 - accuracy: 0. Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7765 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7789 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7762 Epoch 201/500 718/718 [==============================] - 1s 973us/step - loss: 0.4510 - accuracy: 0.7759 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7751 Epoch 203/500 718/718 [==============================] - 1s 951us/step - loss: 0.4500 - accuracy: 0.7769 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7757 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7774: 0s - loss: 0.4499 - Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7740 Epoch 207/500 718/718 [==============================] - 1s 998us/step - loss: 0.4505 - accuracy: 0.7744 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7761 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7768 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7767 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7775 Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7746 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7769 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7737: 0s - loss: 0.453 - ETA: 0s - loss: 0.4548 - accuracy: Epoch 215/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4505 - accuracy: 0.7758 Epoch 216/500 718/718 [==============================] - 1s 934us/step - loss: 0.4503 - accuracy: 0.7793 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7765 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7761 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7753 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7752 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7763: 0s - loss: 0.4432 - accuracy Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7795 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7757: 0s - loss: 0.4468 - accura Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7774 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7764 Epoch 226/500 718/718 [==============================] - 1s 861us/step - loss: 0.4505 - accuracy: 0.7769 Epoch 227/500 718/718 [==============================] - 1s 983us/step - loss: 0.4502 - accuracy: 0.7773 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7749 Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7772 Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7757 Epoch 231/500 718/718 [==============================] - 1s 912us/step - loss: 0.4504 - accuracy: 0.7757 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7767 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7775 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7763 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7757 Epoch 236/500 718/718 [==============================] - 1s 889us/step - loss: 0.4502 - accuracy: 0.7768 Epoch 237/500 718/718 [==============================] - 1s 847us/step - loss: 0.4499 - accuracy: 0.7753 Epoch 238/500 718/718 [==============================] - 1s 902us/step - loss: 0.4502 - accuracy: 0.7753 Epoch 239/500 718/718 [==============================] - 1s 856us/step - loss: 0.4505 - accuracy: 0.7765 Epoch 240/500 718/718 [==============================] - 1s 872us/step - loss: 0.4504 - accuracy: 0.7744 Epoch 241/500 718/718 [==============================] - 1s 852us/step - loss: 0.4507 - accuracy: 0.7755 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7759 Epoch 243/500 718/718 [==============================] - 1s 998us/step - loss: 0.4506 - accuracy: 0.7783 Epoch 244/500 718/718 [==============================] - 1s 949us/step - loss: 0.4504 - accuracy: 0.7788 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7756 Epoch 246/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7736 Epoch 247/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4503 - accuracy: 0.7774 Epoch 248/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4503 - accuracy: 0.7752 Epoch 249/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4499 - accuracy: 0.7767 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7758 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7779 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7740 Epoch 253/500 718/718 [==============================] - 1s 915us/step - loss: 0.4498 - accuracy: 0.7781 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7771 Epoch 255/500 718/718 [==============================] - 1s 897us/step - loss: 0.4500 - accuracy: 0.7763 Epoch 256/500 718/718 [==============================] - 1s 872us/step - loss: 0.4501 - accuracy: 0.7754 Epoch 257/500 718/718 [==============================] - 1s 867us/step - loss: 0.4502 - accuracy: 0.7757 Epoch 258/500 718/718 [==============================] - 1s 850us/step - loss: 0.4503 - accuracy: 0.7766 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7786 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7748 Epoch 261/500 718/718 [==============================] - 1s 889us/step - loss: 0.4500 - accuracy: 0.7759 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7753 Epoch 263/500 718/718 [==============================] - 1s 902us/step - loss: 0.4501 - accuracy: 0.7761 Epoch 264/500 718/718 [==============================] - 1s 874us/step - loss: 0.4507 - accuracy: 0.77720s - loss: 0.4438 - Epoch 265/500 718/718 [==============================] - 1s 901us/step - loss: 0.4501 - accuracy: 0.7745 Epoch 266/500 718/718 [==============================] - 1s 866us/step - loss: 0.4501 - accuracy: 0.7783 Epoch 267/500 718/718 [==============================] - 1s 877us/step - loss: 0.4506 - accuracy: 0.7765 Epoch 268/500 718/718 [==============================] - 1s 854us/step - loss: 0.4499 - accuracy: 0.77760s - loss: 0.4499 - accuracy: 0.77 Epoch 269/500 718/718 [==============================] - 1s 868us/step - loss: 0.4500 - accuracy: 0.7758 Epoch 270/500 718/718 [==============================] - 1s 878us/step - loss: 0.4499 - accuracy: 0.7764 Epoch 271/500 718/718 [==============================] - 1s 880us/step - loss: 0.4506 - accuracy: 0.7746 Epoch 272/500 718/718 [==============================] - 1s 851us/step - loss: 0.4499 - accuracy: 0.7765 Epoch 273/500 718/718 [==============================] - 1s 865us/step - loss: 0.4502 - accuracy: 0.7788 Epoch 274/500 718/718 [==============================] - 1s 867us/step - loss: 0.4501 - accuracy: 0.7754 Epoch 275/500 718/718 [==============================] - 1s 870us/step - loss: 0.4504 - accuracy: 0.7782 Epoch 276/500 718/718 [==============================] - 1s 866us/step - loss: 0.4499 - accuracy: 0.7757 Epoch 277/500 718/718 [==============================] - 1s 892us/step - loss: 0.4499 - accuracy: 0.7766 Epoch 278/500 718/718 [==============================] - 1s 864us/step - loss: 0.4500 - accuracy: 0.7775 Epoch 279/500 718/718 [==============================] - 1s 866us/step - loss: 0.4498 - accuracy: 0.7759 Epoch 280/500 718/718 [==============================] - 1s 855us/step - loss: 0.4504 - accuracy: 0.7768 Epoch 281/500 718/718 [==============================] - 1s 862us/step - loss: 0.4502 - accuracy: 0.7747 Epoch 282/500 718/718 [==============================] - 1s 864us/step - loss: 0.4500 - accuracy: 0.7755 Epoch 283/500 718/718 [==============================] - 1s 849us/step - loss: 0.4499 - accuracy: 0.7744 Epoch 284/500 718/718 [==============================] - 1s 881us/step - loss: 0.4504 - accuracy: 0.7753 Epoch 285/500 718/718 [==============================] - 1s 997us/step - loss: 0.4497 - accuracy: 0.7759 Epoch 286/500 718/718 [==============================] - 1s 859us/step - loss: 0.4497 - accuracy: 0.7793 Epoch 287/500 718/718 [==============================] - 1s 984us/step - loss: 0.4501 - accuracy: 0.7764 Epoch 288/500 718/718 [==============================] - 1s 854us/step - loss: 0.4499 - accuracy: 0.7786 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7770 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7761 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7751 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7779 Epoch 293/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7751 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7781 Epoch 295/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4502 - accuracy: 0.7772 Epoch 296/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4499 - accuracy: 0.7784 Epoch 297/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4498 - accuracy: 0.7756: 0s - loss: 0 Epoch 298/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7792 Epoch 299/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4504 - accuracy: 0.7746 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7763: 0s - loss: 0.458 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7752 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7772 Epoch 303/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7780 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7765 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7739 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7763 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7784 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7763 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7758 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7747 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7761 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7777 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7771 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7780 Epoch 315/500 718/718 [==============================] - 1s 919us/step - loss: 0.4505 - accuracy: 0.7769 Epoch 316/500 718/718 [==============================] - 1s 865us/step - loss: 0.4494 - accuracy: 0.7770 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7774 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7749 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7773 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7766 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7759: 0s - loss: 0.4495 - accuracy: Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7773 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7757 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7743 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7754 Epoch 326/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7759 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7759 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7764 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7773 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7766 Epoch 331/500 718/718 [==============================] - 1s 910us/step - loss: 0.4499 - accuracy: 0.7763 Epoch 332/500 718/718 [==============================] - 1s 869us/step - loss: 0.4501 - accuracy: 0.7762 Epoch 333/500 718/718 [==============================] - 1s 889us/step - loss: 0.4501 - accuracy: 0.7780 Epoch 334/500 718/718 [==============================] - 1s 907us/step - loss: 0.4499 - accuracy: 0.7783 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7759 Epoch 336/500 718/718 [==============================] - 1s 972us/step - loss: 0.4499 - accuracy: 0.7767 Epoch 337/500 718/718 [==============================] - 1s 977us/step - loss: 0.4504 - accuracy: 0.7786 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7766 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7761 Epoch 340/500 718/718 [==============================] - 1s 900us/step - loss: 0.4500 - accuracy: 0.7766 Epoch 341/500 718/718 [==============================] - 1s 882us/step - loss: 0.4498 - accuracy: 0.7770 Epoch 342/500 718/718 [==============================] - 1s 868us/step - loss: 0.4495 - accuracy: 0.7752 Epoch 343/500 718/718 [==============================] - 1s 854us/step - loss: 0.4502 - accuracy: 0.7764 Epoch 344/500 718/718 [==============================] - 1s 866us/step - loss: 0.4502 - accuracy: 0.7755 Epoch 345/500 718/718 [==============================] - 1s 862us/step - loss: 0.4499 - accuracy: 0.7760 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7758 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7779 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7753 Epoch 349/500 718/718 [==============================] - 1s 960us/step - loss: 0.4501 - accuracy: 0.7768 Epoch 350/500 718/718 [==============================] - 1s 897us/step - loss: 0.4495 - accuracy: 0.7779 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7760 Epoch 352/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7759 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7766 Epoch 354/500 718/718 [==============================] - 1s 964us/step - loss: 0.4503 - accuracy: 0.7731 Epoch 355/500 718/718 [==============================] - 1s 865us/step - loss: 0.4499 - accuracy: 0.7786 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7766 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7753 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7746 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7765 Epoch 360/500 718/718 [==============================] - 1s 940us/step - loss: 0.4498 - accuracy: 0.7775 Epoch 361/500 718/718 [==============================] - 1s 944us/step - loss: 0.4500 - accuracy: 0.7760 Epoch 362/500 718/718 [==============================] - 1s 948us/step - loss: 0.4501 - accuracy: 0.7763 Epoch 363/500 718/718 [==============================] - 1s 899us/step - loss: 0.4499 - accuracy: 0.7746 Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7747 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7786 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7768 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7753 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7751 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7758 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7773 Epoch 371/500 718/718 [==============================] - 1s 937us/step - loss: 0.4500 - accuracy: 0.7785 Epoch 372/500 718/718 [==============================] - 1s 915us/step - loss: 0.4500 - accuracy: 0.7765 Epoch 373/500 718/718 [==============================] - 1s 890us/step - loss: 0.4498 - accuracy: 0.7777 Epoch 374/500 718/718 [==============================] - 1s 886us/step - loss: 0.4499 - accuracy: 0.7763 Epoch 375/500 718/718 [==============================] - 1s 864us/step - loss: 0.4496 - accuracy: 0.7756 Epoch 376/500 718/718 [==============================] - 1s 856us/step - loss: 0.4506 - accuracy: 0.7768 Epoch 377/500 718/718 [==============================] - 1s 856us/step - loss: 0.4498 - accuracy: 0.7786 Epoch 378/500 718/718 [==============================] - 1s 868us/step - loss: 0.4499 - accuracy: 0.77740s - loss: 0.4513 - accuracy: Epoch 379/500 718/718 [==============================] - 1s 870us/step - loss: 0.4503 - accuracy: 0.7769 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7767 Epoch 381/500 718/718 [==============================] - 1s 895us/step - loss: 0.4499 - accuracy: 0.7783 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7793 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7765 Epoch 384/500 718/718 [==============================] - 1s 922us/step - loss: 0.4502 - accuracy: 0.7773 Epoch 385/500 718/718 [==============================] - 1s 859us/step - loss: 0.4491 - accuracy: 0.7748 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7786 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7764 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7750 Epoch 389/500 718/718 [==============================] - 1s 981us/step - loss: 0.4498 - accuracy: 0.7779 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7776 Epoch 391/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7754 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7740 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7777 Epoch 394/500 718/718 [==============================] - 1s 979us/step - loss: 0.4498 - accuracy: 0.7740 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7771 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7780 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7759 Epoch 398/500 718/718 [==============================] - 1s 982us/step - loss: 0.4498 - accuracy: 0.7780 Epoch 399/500 718/718 [==============================] - 1s 922us/step - loss: 0.4499 - accuracy: 0.7760 Epoch 400/500 718/718 [==============================] - 1s 938us/step - loss: 0.4501 - accuracy: 0.7754 Epoch 401/500 718/718 [==============================] - 1s 856us/step - loss: 0.4499 - accuracy: 0.7766 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7785 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7774 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7774 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7766 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7757: 0s - loss: 0.4478 - accuracy: 0. Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7753 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7782 Epoch 409/500 718/718 [==============================] - 1s 990us/step - loss: 0.4498 - accuracy: 0.7753 Epoch 410/500 718/718 [==============================] - 1s 955us/step - loss: 0.4496 - accuracy: 0.7759 Epoch 411/500 718/718 [==============================] - 1s 880us/step - loss: 0.4495 - accuracy: 0.7751 Epoch 412/500 718/718 [==============================] - 1s 958us/step - loss: 0.4499 - accuracy: 0.7771 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7741: 0s - loss: 0.4512 - accuracy: 0.77 - ETA: 0s - loss: 0.4488 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7750 Epoch 415/500 718/718 [==============================] - 1s 899us/step - loss: 0.4502 - accuracy: 0.7756 Epoch 416/500 718/718 [==============================] - 1s 880us/step - loss: 0.4499 - accuracy: 0.7746 Epoch 417/500 718/718 [==============================] - 1s 865us/step - loss: 0.4495 - accuracy: 0.7749 Epoch 418/500 718/718 [==============================] - 1s 849us/step - loss: 0.4500 - accuracy: 0.7745 Epoch 419/500 718/718 [==============================] - 1s 860us/step - loss: 0.4502 - accuracy: 0.7762 Epoch 420/500 718/718 [==============================] - 1s 857us/step - loss: 0.4500 - accuracy: 0.7775 Epoch 421/500 718/718 [==============================] - 1s 856us/step - loss: 0.4497 - accuracy: 0.7759 Epoch 422/500 718/718 [==============================] - 1s 860us/step - loss: 0.4494 - accuracy: 0.7774 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7777: 0s - loss: 0.4471 - Epoch 424/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7786 Epoch 425/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4498 - accuracy: 0.7771 Epoch 426/500 718/718 [==============================] - 1s 968us/step - loss: 0.4503 - accuracy: 0.7757 Epoch 427/500 718/718 [==============================] - 1s 994us/step - loss: 0.4498 - accuracy: 0.7743 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7765 Epoch 429/500 718/718 [==============================] - 1s 928us/step - loss: 0.4495 - accuracy: 0.7743 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7775 Epoch 431/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4502 - accuracy: 0.7773 Epoch 432/500 718/718 [==============================] - 1s 959us/step - loss: 0.4495 - accuracy: 0.7800 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7780 Epoch 434/500 718/718 [==============================] - 1s 979us/step - loss: 0.4503 - accuracy: 0.7763 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7760 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7773 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7745 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7759 Epoch 439/500 718/718 [==============================] - 1s 925us/step - loss: 0.4499 - accuracy: 0.7763 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7753 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7767 Epoch 442/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7738 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7767 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7779 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7775 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7766 Epoch 447/500 718/718 [==============================] - 1s 940us/step - loss: 0.4501 - accuracy: 0.7758 Epoch 448/500 718/718 [==============================] - 1s 901us/step - loss: 0.4496 - accuracy: 0.7757 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7781: 0s - loss: 0.4499 - accuracy: 0.77 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7774 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7761 Epoch 452/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4498 - accuracy: 0.7771 Epoch 453/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4499 - accuracy: 0.7755 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7784 Epoch 455/500 718/718 [==============================] - 1s 994us/step - loss: 0.4499 - accuracy: 0.7759 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7751 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7776 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7765 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7782 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7767 Epoch 461/500 718/718 [==============================] - 1s 943us/step - loss: 0.4496 - accuracy: 0.7753 Epoch 462/500 718/718 [==============================] - 1s 860us/step - loss: 0.4497 - accuracy: 0.7764 Epoch 463/500 718/718 [==============================] - 1s 889us/step - loss: 0.4499 - accuracy: 0.7768 Epoch 464/500 718/718 [==============================] - 1s 853us/step - loss: 0.4502 - accuracy: 0.7762 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7753 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7765 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7755: 0s - loss: 0.4471 - accuracy - ETA: 0s - loss: 0.4493 - accuracy: 0.77 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7774 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7766 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7771 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7766 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7760 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7768 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7766 Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7746 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7762 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7757 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7772 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7750 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7785 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7774 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7767 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7763 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7770 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7773 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7782 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7764: 0s - loss: 0.4553 - accu Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7767 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7765 Epoch 490/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7759 Epoch 491/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4498 - accuracy: 0.7757 Epoch 492/500 718/718 [==============================] - 1s 893us/step - loss: 0.4496 - accuracy: 0.7786 Epoch 493/500 718/718 [==============================] - 1s 991us/step - loss: 0.4502 - accuracy: 0.7774 Epoch 494/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7748 Epoch 495/500 718/718 [==============================] - 1s 872us/step - loss: 0.4495 - accuracy: 0.7799 Epoch 496/500 718/718 [==============================] - 1s 984us/step - loss: 0.4498 - accuracy: 0.7780 Epoch 497/500 718/718 [==============================] - 1s 939us/step - loss: 0.4497 - accuracy: 0.7777 Epoch 498/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4498 - accuracy: 0.7746 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7759 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7771 Epoch 1/500 718/718 [==============================] - 1s 890us/step - loss: 0.6087 - accuracy: 0.6743 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5460 - accuracy: 0.7324: 0s - loss: 0.559 Epoch 3/500 718/718 [==============================] - 1s 879us/step - loss: 0.5166 - accuracy: 0.7500 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4893 - accuracy: 0.7645 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4712 - accuracy: 0.7716 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4615 - accuracy: 0.7812 Epoch 7/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4562 - accuracy: 0.7830 Epoch 8/500 718/718 [==============================] - 1s 866us/step - loss: 0.4526 - accuracy: 0.7823 Epoch 9/500 718/718 [==============================] - 1s 929us/step - loss: 0.4493 - accuracy: 0.7846 Epoch 10/500 718/718 [==============================] - 1s 881us/step - loss: 0.4473 - accuracy: 0.7875 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7853 Epoch 12/500 718/718 [==============================] - 1s 921us/step - loss: 0.4443 - accuracy: 0.7849 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4431 - accuracy: 0.7897 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4425 - accuracy: 0.7903 Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7919 Epoch 16/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7908 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7924 Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7935 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7902 Epoch 20/500 718/718 [==============================] - 1s 962us/step - loss: 0.4408 - accuracy: 0.7919 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7912 Epoch 22/500 718/718 [==============================] - 1s 882us/step - loss: 0.4400 - accuracy: 0.7908 Epoch 23/500 718/718 [==============================] - 1s 858us/step - loss: 0.4393 - accuracy: 0.7925 Epoch 24/500 718/718 [==============================] - 1s 859us/step - loss: 0.4393 - accuracy: 0.7927 Epoch 25/500 718/718 [==============================] - 1s 851us/step - loss: 0.4393 - accuracy: 0.7926 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7929 Epoch 27/500 718/718 [==============================] - 1s 888us/step - loss: 0.4391 - accuracy: 0.7910 Epoch 28/500 718/718 [==============================] - 1s 865us/step - loss: 0.4389 - accuracy: 0.7914 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7921 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7914 Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7919 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7923 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7921 Epoch 34/500 718/718 [==============================] - 1s 905us/step - loss: 0.4382 - accuracy: 0.7920 Epoch 35/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4377 - accuracy: 0.7909 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7917 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7929 Epoch 38/500 718/718 [==============================] - 1s 893us/step - loss: 0.4371 - accuracy: 0.7924 Epoch 39/500 718/718 [==============================] - 1s 967us/step - loss: 0.4373 - accuracy: 0.7918 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7918 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7907 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7922 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7928 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7924: 0s - loss: 0.4336 - accu Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7947 Epoch 46/500 718/718 [==============================] - 1s 940us/step - loss: 0.4353 - accuracy: 0.7932 Epoch 47/500 718/718 [==============================] - 1s 882us/step - loss: 0.4354 - accuracy: 0.7916 Epoch 48/500 718/718 [==============================] - 1s 873us/step - loss: 0.4354 - accuracy: 0.7910 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7926 Epoch 50/500 718/718 [==============================] - 1s 883us/step - loss: 0.4347 - accuracy: 0.7954 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7923 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7932 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7934 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7941 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7930 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7949 Epoch 57/500 718/718 [==============================] - 1s 958us/step - loss: 0.4335 - accuracy: 0.7939 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7908 Epoch 59/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4328 - accuracy: 0.7948 Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7963 Epoch 61/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7923 Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7936 Epoch 63/500 718/718 [==============================] - 1s 953us/step - loss: 0.4320 - accuracy: 0.7933 Epoch 64/500 718/718 [==============================] - 1s 859us/step - loss: 0.4316 - accuracy: 0.7952 Epoch 65/500 718/718 [==============================] - 1s 855us/step - loss: 0.4315 - accuracy: 0.7945 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7979 Epoch 67/500 718/718 [==============================] - 1s 891us/step - loss: 0.4313 - accuracy: 0.7957 Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7955 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7983 Epoch 70/500 718/718 [==============================] - 1s 968us/step - loss: 0.4310 - accuracy: 0.7968 Epoch 71/500 718/718 [==============================] - 1s 864us/step - loss: 0.4309 - accuracy: 0.7954 Epoch 72/500 718/718 [==============================] - 1s 836us/step - loss: 0.4309 - accuracy: 0.7955 Epoch 73/500 718/718 [==============================] - 1s 848us/step - loss: 0.4306 - accuracy: 0.7971 Epoch 74/500 718/718 [==============================] - 1s 833us/step - loss: 0.4304 - accuracy: 0.7971 Epoch 75/500 718/718 [==============================] - 1s 846us/step - loss: 0.4304 - accuracy: 0.7987 Epoch 76/500 718/718 [==============================] - 1s 907us/step - loss: 0.4301 - accuracy: 0.7969 Epoch 77/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7963: 0s - loss: 0.433 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7973 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7988: 0s - loss: 0 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7973 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7963: 0s - loss: 0.4308 - accu Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7992: 0s - loss: 0.4279 - accuracy: 0. Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7992 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7967 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7985: 0s - loss: Epoch 86/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4298 - accuracy: 0.7996 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7981 Epoch 88/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4299 - accuracy: 0.7966 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7994 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7993 Epoch 91/500 718/718 [==============================] - 1s 954us/step - loss: 0.4298 - accuracy: 0.79690s - loss: 0.4325 - ac Epoch 92/500 718/718 [==============================] - 1s 963us/step - loss: 0.4301 - accuracy: 0.7942 Epoch 93/500 718/718 [==============================] - 1s 959us/step - loss: 0.4290 - accuracy: 0.7981 Epoch 94/500 718/718 [==============================] - 1s 965us/step - loss: 0.4299 - accuracy: 0.7970 Epoch 95/500 718/718 [==============================] - 1s 981us/step - loss: 0.4288 - accuracy: 0.7998 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8009 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7988 Epoch 98/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.8006 Epoch 99/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4292 - accuracy: 0.7963 Epoch 100/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4288 - accuracy: 0.7988 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7984 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7978 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7974 Epoch 104/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4291 - accuracy: 0.7988: 0s - loss: 0.4281 - accuracy: Epoch 105/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7964 Epoch 106/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4288 - accuracy: 0.8008 Epoch 107/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.7993 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8019 Epoch 109/500 718/718 [==============================] - 1s 864us/step - loss: 0.4286 - accuracy: 0.7981 Epoch 110/500 718/718 [==============================] - 1s 853us/step - loss: 0.4283 - accuracy: 0.7993 Epoch 111/500 718/718 [==============================] - 1s 922us/step - loss: 0.4283 - accuracy: 0.80020s - loss: 0.4197 Epoch 112/500 718/718 [==============================] - 1s 839us/step - loss: 0.4279 - accuracy: 0.7994 Epoch 113/500 718/718 [==============================] - 1s 880us/step - loss: 0.4281 - accuracy: 0.7996 Epoch 114/500 718/718 [==============================] - 1s 855us/step - loss: 0.4278 - accuracy: 0.8014 Epoch 115/500 718/718 [==============================] - 1s 845us/step - loss: 0.4279 - accuracy: 0.8003 Epoch 116/500 718/718 [==============================] - 1s 867us/step - loss: 0.4278 - accuracy: 0.7995 Epoch 117/500 718/718 [==============================] - 1s 835us/step - loss: 0.4280 - accuracy: 0.8001 Epoch 118/500 718/718 [==============================] - 1s 840us/step - loss: 0.4283 - accuracy: 0.7986 Epoch 119/500 718/718 [==============================] - 1s 855us/step - loss: 0.4279 - accuracy: 0.7990 Epoch 120/500 718/718 [==============================] - 1s 842us/step - loss: 0.4280 - accuracy: 0.8011 Epoch 121/500 718/718 [==============================] - 1s 849us/step - loss: 0.4269 - accuracy: 0.8008 Epoch 122/500 718/718 [==============================] - 1s 918us/step - loss: 0.4283 - accuracy: 0.7976 Epoch 123/500 718/718 [==============================] - 1s 832us/step - loss: 0.4274 - accuracy: 0.7999 Epoch 124/500 718/718 [==============================] - 1s 859us/step - loss: 0.4272 - accuracy: 0.7993 Epoch 125/500 718/718 [==============================] - 1s 973us/step - loss: 0.4276 - accuracy: 0.7997 Epoch 126/500 718/718 [==============================] - 1s 841us/step - loss: 0.4273 - accuracy: 0.8031 Epoch 127/500 718/718 [==============================] - 1s 855us/step - loss: 0.4274 - accuracy: 0.7997 Epoch 128/500 718/718 [==============================] - 1s 824us/step - loss: 0.4271 - accuracy: 0.7981 Epoch 129/500 718/718 [==============================] - 1s 845us/step - loss: 0.4279 - accuracy: 0.7984 Epoch 130/500 718/718 [==============================] - 1s 829us/step - loss: 0.4267 - accuracy: 0.7983 Epoch 131/500 718/718 [==============================] - 1s 842us/step - loss: 0.4271 - accuracy: 0.7992 Epoch 132/500 718/718 [==============================] - 1s 839us/step - loss: 0.4277 - accuracy: 0.7982 Epoch 133/500 718/718 [==============================] - 1s 821us/step - loss: 0.4270 - accuracy: 0.7990 Epoch 134/500 718/718 [==============================] - 1s 834us/step - loss: 0.4268 - accuracy: 0.8007 Epoch 135/500 718/718 [==============================] - 1s 847us/step - loss: 0.4271 - accuracy: 0.8018 Epoch 136/500 718/718 [==============================] - 1s 829us/step - loss: 0.4267 - accuracy: 0.8022 Epoch 137/500 718/718 [==============================] - 1s 834us/step - loss: 0.4273 - accuracy: 0.7983 Epoch 138/500 718/718 [==============================] - 1s 820us/step - loss: 0.4268 - accuracy: 0.7993 Epoch 139/500 718/718 [==============================] - 1s 867us/step - loss: 0.4275 - accuracy: 0.7983 Epoch 140/500 718/718 [==============================] - 1s 881us/step - loss: 0.4267 - accuracy: 0.8001 Epoch 141/500 718/718 [==============================] - 1s 872us/step - loss: 0.4266 - accuracy: 0.8017 Epoch 142/500 718/718 [==============================] - 1s 923us/step - loss: 0.4262 - accuracy: 0.7991 Epoch 143/500 718/718 [==============================] - 1s 876us/step - loss: 0.4264 - accuracy: 0.8024 Epoch 144/500 718/718 [==============================] - 1s 841us/step - loss: 0.4260 - accuracy: 0.8032 Epoch 145/500 718/718 [==============================] - 1s 859us/step - loss: 0.4270 - accuracy: 0.7989 Epoch 146/500 718/718 [==============================] - 1s 839us/step - loss: 0.4265 - accuracy: 0.8017 Epoch 147/500 718/718 [==============================] - 1s 863us/step - loss: 0.4260 - accuracy: 0.80050s - loss: 0.4 Epoch 148/500 718/718 [==============================] - 1s 865us/step - loss: 0.4267 - accuracy: 0.8017 Epoch 149/500 718/718 [==============================] - 1s 827us/step - loss: 0.4272 - accuracy: 0.7998 Epoch 150/500 718/718 [==============================] - 1s 882us/step - loss: 0.4264 - accuracy: 0.7994 Epoch 151/500 718/718 [==============================] - 1s 845us/step - loss: 0.4264 - accuracy: 0.8002 Epoch 152/500 718/718 [==============================] - 1s 847us/step - loss: 0.4265 - accuracy: 0.7997 Epoch 153/500 718/718 [==============================] - 1s 848us/step - loss: 0.4263 - accuracy: 0.8003 Epoch 154/500 718/718 [==============================] - 1s 848us/step - loss: 0.4258 - accuracy: 0.8009 Epoch 155/500 718/718 [==============================] - 1s 853us/step - loss: 0.4260 - accuracy: 0.8002 Epoch 156/500 718/718 [==============================] - 1s 846us/step - loss: 0.4260 - accuracy: 0.8007 Epoch 157/500 718/718 [==============================] - 1s 833us/step - loss: 0.4264 - accuracy: 0.8003 Epoch 158/500 718/718 [==============================] - 1s 848us/step - loss: 0.4266 - accuracy: 0.7992 Epoch 159/500 718/718 [==============================] - 1s 832us/step - loss: 0.4258 - accuracy: 0.8019 Epoch 160/500 718/718 [==============================] - 1s 864us/step - loss: 0.4266 - accuracy: 0.8003 Epoch 161/500 718/718 [==============================] - 1s 839us/step - loss: 0.4257 - accuracy: 0.7993 Epoch 162/500 718/718 [==============================] - 1s 836us/step - loss: 0.4268 - accuracy: 0.7997 Epoch 163/500 718/718 [==============================] - 1s 861us/step - loss: 0.4255 - accuracy: 0.8022 Epoch 164/500 718/718 [==============================] - 1s 831us/step - loss: 0.4258 - accuracy: 0.7989 Epoch 165/500 718/718 [==============================] - 1s 849us/step - loss: 0.4257 - accuracy: 0.7990 Epoch 166/500 718/718 [==============================] - 1s 855us/step - loss: 0.4259 - accuracy: 0.8009 Epoch 167/500 718/718 [==============================] - 1s 831us/step - loss: 0.4265 - accuracy: 0.8004 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.8012 Epoch 169/500 718/718 [==============================] - 1s 858us/step - loss: 0.4265 - accuracy: 0.8009 Epoch 170/500 718/718 [==============================] - 1s 839us/step - loss: 0.4251 - accuracy: 0.8011 Epoch 171/500 718/718 [==============================] - 1s 860us/step - loss: 0.4265 - accuracy: 0.7977 Epoch 172/500 718/718 [==============================] - 1s 830us/step - loss: 0.4265 - accuracy: 0.7983 Epoch 173/500 718/718 [==============================] - 1s 861us/step - loss: 0.4262 - accuracy: 0.7993 Epoch 174/500 718/718 [==============================] - 1s 924us/step - loss: 0.4258 - accuracy: 0.7978 Epoch 175/500 718/718 [==============================] - 1s 845us/step - loss: 0.4256 - accuracy: 0.8017 Epoch 176/500 718/718 [==============================] - 1s 850us/step - loss: 0.4257 - accuracy: 0.8019 Epoch 177/500 718/718 [==============================] - 1s 852us/step - loss: 0.4256 - accuracy: 0.8011 Epoch 178/500 718/718 [==============================] - 1s 834us/step - loss: 0.4260 - accuracy: 0.8012 Epoch 179/500 718/718 [==============================] - 1s 838us/step - loss: 0.4256 - accuracy: 0.8002 Epoch 180/500 718/718 [==============================] - 1s 849us/step - loss: 0.4265 - accuracy: 0.7996 Epoch 181/500 718/718 [==============================] - 1s 840us/step - loss: 0.4256 - accuracy: 0.8017 Epoch 182/500 718/718 [==============================] - 1s 849us/step - loss: 0.4259 - accuracy: 0.8005 Epoch 183/500 718/718 [==============================] - 1s 833us/step - loss: 0.4260 - accuracy: 0.7989 Epoch 184/500 718/718 [==============================] - 1s 860us/step - loss: 0.4254 - accuracy: 0.8007 Epoch 185/500 718/718 [==============================] - 1s 834us/step - loss: 0.4262 - accuracy: 0.7989 Epoch 186/500 718/718 [==============================] - 1s 834us/step - loss: 0.4257 - accuracy: 0.8002 Epoch 187/500 718/718 [==============================] - 1s 899us/step - loss: 0.4258 - accuracy: 0.7973 Epoch 188/500 718/718 [==============================] - 1s 891us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 189/500 718/718 [==============================] - 1s 847us/step - loss: 0.4259 - accuracy: 0.8017 Epoch 190/500 718/718 [==============================] - 1s 838us/step - loss: 0.4260 - accuracy: 0.8010 Epoch 191/500 718/718 [==============================] - 1s 849us/step - loss: 0.4255 - accuracy: 0.7997 Epoch 192/500 718/718 [==============================] - 1s 859us/step - loss: 0.4263 - accuracy: 0.7998 Epoch 193/500 718/718 [==============================] - 1s 842us/step - loss: 0.4260 - accuracy: 0.7990 Epoch 194/500 718/718 [==============================] - 1s 855us/step - loss: 0.4259 - accuracy: 0.8003 Epoch 195/500 718/718 [==============================] - 1s 845us/step - loss: 0.4258 - accuracy: 0.7998 Epoch 196/500 718/718 [==============================] - 1s 848us/step - loss: 0.4259 - accuracy: 0.7994 Epoch 197/500 718/718 [==============================] - 1s 849us/step - loss: 0.4257 - accuracy: 0.7969 Epoch 198/500 718/718 [==============================] - 1s 829us/step - loss: 0.4256 - accuracy: 0.8010 Epoch 199/500 718/718 [==============================] - 1s 852us/step - loss: 0.4261 - accuracy: 0.80100s - loss: 0.4241 - accuracy Epoch 200/500 718/718 [==============================] - 1s 845us/step - loss: 0.4253 - accuracy: 0.7983 Epoch 201/500 718/718 [==============================] - 1s 835us/step - loss: 0.4256 - accuracy: 0.8012 Epoch 202/500 718/718 [==============================] - 1s 847us/step - loss: 0.4257 - accuracy: 0.8010 Epoch 203/500 718/718 [==============================] - 1s 831us/step - loss: 0.4254 - accuracy: 0.8005 Epoch 204/500 718/718 [==============================] - 1s 844us/step - loss: 0.4254 - accuracy: 0.8017 Epoch 205/500 718/718 [==============================] - 1s 854us/step - loss: 0.4257 - accuracy: 0.8003 Epoch 206/500 718/718 [==============================] - 1s 835us/step - loss: 0.4248 - accuracy: 0.7990 Epoch 207/500 718/718 [==============================] - 1s 858us/step - loss: 0.4259 - accuracy: 0.7983 Epoch 208/500 718/718 [==============================] - 1s 833us/step - loss: 0.4246 - accuracy: 0.8011 Epoch 209/500 718/718 [==============================] - 1s 857us/step - loss: 0.4253 - accuracy: 0.7980 Epoch 210/500 718/718 [==============================] - 1s 852us/step - loss: 0.4254 - accuracy: 0.7997 Epoch 211/500 718/718 [==============================] - 1s 840us/step - loss: 0.4253 - accuracy: 0.8000 Epoch 212/500 718/718 [==============================] - 1s 866us/step - loss: 0.4260 - accuracy: 0.8017 Epoch 213/500 718/718 [==============================] - 1s 900us/step - loss: 0.4256 - accuracy: 0.7991 Epoch 214/500 718/718 [==============================] - 1s 838us/step - loss: 0.4255 - accuracy: 0.7993 Epoch 215/500 718/718 [==============================] - 1s 841us/step - loss: 0.4255 - accuracy: 0.7985 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.8011 Epoch 217/500 718/718 [==============================] - 1s 838us/step - loss: 0.4255 - accuracy: 0.8024 Epoch 218/500 718/718 [==============================] - 1s 840us/step - loss: 0.4253 - accuracy: 0.8022 Epoch 219/500 718/718 [==============================] - 1s 838us/step - loss: 0.4249 - accuracy: 0.7993 Epoch 220/500 718/718 [==============================] - 1s 965us/step - loss: 0.4252 - accuracy: 0.7997 Epoch 221/500 718/718 [==============================] - 1s 873us/step - loss: 0.4258 - accuracy: 0.7998 Epoch 222/500 718/718 [==============================] - 1s 848us/step - loss: 0.4256 - accuracy: 0.8011 Epoch 223/500 718/718 [==============================] - 1s 966us/step - loss: 0.4256 - accuracy: 0.8012 Epoch 224/500 718/718 [==============================] - 1s 941us/step - loss: 0.4253 - accuracy: 0.79980s - loss: 0.4347 - accuracy: 0. - ETA: 0s - loss: 0.4291 - accu Epoch 225/500 718/718 [==============================] - 1s 832us/step - loss: 0.4263 - accuracy: 0.8009 Epoch 226/500 718/718 [==============================] - 1s 851us/step - loss: 0.4251 - accuracy: 0.8014 Epoch 227/500 718/718 [==============================] - 1s 895us/step - loss: 0.4254 - accuracy: 0.8021 Epoch 228/500 718/718 [==============================] - 1s 873us/step - loss: 0.4254 - accuracy: 0.8016 Epoch 229/500 718/718 [==============================] - 1s 950us/step - loss: 0.4251 - accuracy: 0.7995 Epoch 230/500 718/718 [==============================] - 1s 905us/step - loss: 0.4259 - accuracy: 0.7987 Epoch 231/500 718/718 [==============================] - 1s 854us/step - loss: 0.4251 - accuracy: 0.8005 Epoch 232/500 718/718 [==============================] - 1s 863us/step - loss: 0.4251 - accuracy: 0.8007 Epoch 233/500 718/718 [==============================] - 1s 838us/step - loss: 0.4256 - accuracy: 0.7998 Epoch 234/500 718/718 [==============================] - 1s 873us/step - loss: 0.4254 - accuracy: 0.8024 Epoch 235/500 718/718 [==============================] - 1s 841us/step - loss: 0.4256 - accuracy: 0.8003 Epoch 236/500 718/718 [==============================] - 1s 834us/step - loss: 0.4254 - accuracy: 0.7983 Epoch 237/500 718/718 [==============================] - 1s 851us/step - loss: 0.4251 - accuracy: 0.8002 Epoch 238/500 718/718 [==============================] - 1s 851us/step - loss: 0.4253 - accuracy: 0.8003 Epoch 239/500 718/718 [==============================] - 1s 840us/step - loss: 0.4257 - accuracy: 0.8017 Epoch 240/500 718/718 [==============================] - 1s 866us/step - loss: 0.4248 - accuracy: 0.8019 Epoch 241/500 718/718 [==============================] - 1s 837us/step - loss: 0.4257 - accuracy: 0.8006 Epoch 242/500 718/718 [==============================] - 1s 853us/step - loss: 0.4252 - accuracy: 0.7983 Epoch 243/500 718/718 [==============================] - 1s 843us/step - loss: 0.4249 - accuracy: 0.8004 Epoch 244/500 718/718 [==============================] - 1s 856us/step - loss: 0.4252 - accuracy: 0.8000 Epoch 245/500 718/718 [==============================] - 1s 881us/step - loss: 0.4256 - accuracy: 0.7987 Epoch 246/500 718/718 [==============================] - 1s 840us/step - loss: 0.4250 - accuracy: 0.7998 Epoch 247/500 718/718 [==============================] - 1s 858us/step - loss: 0.4251 - accuracy: 0.8014 Epoch 248/500 718/718 [==============================] - 1s 849us/step - loss: 0.4253 - accuracy: 0.8018 Epoch 249/500 718/718 [==============================] - 1s 833us/step - loss: 0.4247 - accuracy: 0.7993 Epoch 250/500 718/718 [==============================] - 1s 858us/step - loss: 0.4255 - accuracy: 0.8006 Epoch 251/500 718/718 [==============================] - 1s 836us/step - loss: 0.4252 - accuracy: 0.8015 Epoch 252/500 718/718 [==============================] - 1s 893us/step - loss: 0.4259 - accuracy: 0.8004 Epoch 253/500 718/718 [==============================] - 1s 846us/step - loss: 0.4252 - accuracy: 0.7978 Epoch 254/500 718/718 [==============================] - 1s 855us/step - loss: 0.4253 - accuracy: 0.8012 Epoch 255/500 718/718 [==============================] - 1s 864us/step - loss: 0.4256 - accuracy: 0.8000 Epoch 256/500 718/718 [==============================] - 1s 867us/step - loss: 0.4253 - accuracy: 0.8011 Epoch 257/500 718/718 [==============================] - 1s 836us/step - loss: 0.4250 - accuracy: 0.8011 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.7995 Epoch 259/500 718/718 [==============================] - 1s 857us/step - loss: 0.4247 - accuracy: 0.8022 Epoch 260/500 718/718 [==============================] - 1s 854us/step - loss: 0.4245 - accuracy: 0.8023 Epoch 261/500 718/718 [==============================] - 1s 851us/step - loss: 0.4251 - accuracy: 0.8003 Epoch 262/500 718/718 [==============================] - 1s 832us/step - loss: 0.4250 - accuracy: 0.8011 Epoch 263/500 718/718 [==============================] - 1s 858us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 264/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4246 - accuracy: 0.8004 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.7996 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.8003: 0s - loss: 0.4286 - accuracy: 0.79 - ETA: 0s - loss: 0.4272 - ac Epoch 267/500 718/718 [==============================] - 1s 979us/step - loss: 0.4251 - accuracy: 0.7980 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7996 Epoch 269/500 718/718 [==============================] - 1s 951us/step - loss: 0.4250 - accuracy: 0.7983 Epoch 270/500 718/718 [==============================] - 1s 938us/step - loss: 0.4249 - accuracy: 0.7990 Epoch 271/500 718/718 [==============================] - 1s 934us/step - loss: 0.4244 - accuracy: 0.7987 Epoch 272/500 718/718 [==============================] - 1s 868us/step - loss: 0.4253 - accuracy: 0.7997 Epoch 273/500 718/718 [==============================] - 1s 887us/step - loss: 0.4246 - accuracy: 0.8003 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.8008 Epoch 275/500 718/718 [==============================] - 1s 939us/step - loss: 0.4250 - accuracy: 0.7992 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.8004 Epoch 277/500 718/718 [==============================] - 1s 964us/step - loss: 0.4247 - accuracy: 0.8004 Epoch 278/500 718/718 [==============================] - 1s 922us/step - loss: 0.4255 - accuracy: 0.8001 Epoch 279/500 718/718 [==============================] - 1s 860us/step - loss: 0.4251 - accuracy: 0.7998 Epoch 280/500 718/718 [==============================] - 1s 870us/step - loss: 0.4248 - accuracy: 0.7991 Epoch 281/500 718/718 [==============================] - 1s 926us/step - loss: 0.4245 - accuracy: 0.8005 Epoch 282/500 718/718 [==============================] - 1s 883us/step - loss: 0.4250 - accuracy: 0.7991 Epoch 283/500 718/718 [==============================] - 1s 843us/step - loss: 0.4239 - accuracy: 0.8018 Epoch 284/500 718/718 [==============================] - 1s 829us/step - loss: 0.4249 - accuracy: 0.7987 Epoch 285/500 718/718 [==============================] - 1s 888us/step - loss: 0.4250 - accuracy: 0.8016 Epoch 286/500 718/718 [==============================] - 1s 848us/step - loss: 0.4246 - accuracy: 0.7993 Epoch 287/500 718/718 [==============================] - 1s 866us/step - loss: 0.4249 - accuracy: 0.8020 Epoch 288/500 718/718 [==============================] - 1s 852us/step - loss: 0.4248 - accuracy: 0.7990 Epoch 289/500 718/718 [==============================] - 1s 838us/step - loss: 0.4248 - accuracy: 0.8009 Epoch 290/500 718/718 [==============================] - 1s 846us/step - loss: 0.4247 - accuracy: 0.8010 Epoch 291/500 718/718 [==============================] - 1s 835us/step - loss: 0.4244 - accuracy: 0.8007 Epoch 292/500 718/718 [==============================] - 1s 868us/step - loss: 0.4247 - accuracy: 0.7994 Epoch 293/500 718/718 [==============================] - 1s 860us/step - loss: 0.4242 - accuracy: 0.7993 Epoch 294/500 718/718 [==============================] - 1s 834us/step - loss: 0.4245 - accuracy: 0.7990 Epoch 295/500 718/718 [==============================] - 1s 860us/step - loss: 0.4232 - accuracy: 0.7994 Epoch 296/500 718/718 [==============================] - 1s 842us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 297/500 718/718 [==============================] - 1s 854us/step - loss: 0.4249 - accuracy: 0.8003 Epoch 298/500 718/718 [==============================] - 1s 858us/step - loss: 0.4245 - accuracy: 0.8000 Epoch 299/500 718/718 [==============================] - 1s 839us/step - loss: 0.4243 - accuracy: 0.8010 Epoch 300/500 718/718 [==============================] - 1s 872us/step - loss: 0.4241 - accuracy: 0.7987 Epoch 301/500 718/718 [==============================] - 1s 842us/step - loss: 0.4248 - accuracy: 0.7983 Epoch 302/500 718/718 [==============================] - 1s 834us/step - loss: 0.4251 - accuracy: 0.7993 Epoch 303/500 718/718 [==============================] - 1s 857us/step - loss: 0.4244 - accuracy: 0.7993 Epoch 304/500 718/718 [==============================] - 1s 842us/step - loss: 0.4242 - accuracy: 0.8003 Epoch 305/500 718/718 [==============================] - 1s 871us/step - loss: 0.4243 - accuracy: 0.8016 Epoch 306/500 718/718 [==============================] - 1s 881us/step - loss: 0.4246 - accuracy: 0.8014 Epoch 307/500 718/718 [==============================] - 1s 839us/step - loss: 0.4247 - accuracy: 0.8010 Epoch 308/500 718/718 [==============================] - 1s 848us/step - loss: 0.4242 - accuracy: 0.7993 Epoch 309/500 718/718 [==============================] - 1s 850us/step - loss: 0.4243 - accuracy: 0.8036 Epoch 310/500 718/718 [==============================] - 1s 843us/step - loss: 0.4248 - accuracy: 0.7998 Epoch 311/500 718/718 [==============================] - 1s 853us/step - loss: 0.4241 - accuracy: 0.8016 Epoch 312/500 718/718 [==============================] - 1s 831us/step - loss: 0.4242 - accuracy: 0.8004 Epoch 313/500 718/718 [==============================] - 1s 861us/step - loss: 0.4243 - accuracy: 0.8006 Epoch 314/500 718/718 [==============================] - 1s 847us/step - loss: 0.4244 - accuracy: 0.8001 Epoch 315/500 718/718 [==============================] - 1s 851us/step - loss: 0.4245 - accuracy: 0.7993 Epoch 316/500 718/718 [==============================] - 1s 865us/step - loss: 0.4237 - accuracy: 0.8001 Epoch 317/500 718/718 [==============================] - 1s 839us/step - loss: 0.4245 - accuracy: 0.7990 Epoch 318/500 718/718 [==============================] - 1s 851us/step - loss: 0.4239 - accuracy: 0.8021 Epoch 319/500 718/718 [==============================] - 1s 877us/step - loss: 0.4246 - accuracy: 0.7989 Epoch 320/500 718/718 [==============================] - 1s 836us/step - loss: 0.4243 - accuracy: 0.8017 Epoch 321/500 718/718 [==============================] - 1s 861us/step - loss: 0.4243 - accuracy: 0.7997 Epoch 322/500 718/718 [==============================] - 1s 831us/step - loss: 0.4241 - accuracy: 0.8009 Epoch 323/500 718/718 [==============================] - 1s 855us/step - loss: 0.4246 - accuracy: 0.79890s - loss: 0.4222 - accuracy: Epoch 324/500 718/718 [==============================] - 1s 846us/step - loss: 0.4241 - accuracy: 0.8022 Epoch 325/500 718/718 [==============================] - 1s 829us/step - loss: 0.4242 - accuracy: 0.8001 Epoch 326/500 718/718 [==============================] - 1s 854us/step - loss: 0.4239 - accuracy: 0.8030 Epoch 327/500 718/718 [==============================] - 1s 871us/step - loss: 0.4242 - accuracy: 0.8006 Epoch 328/500 718/718 [==============================] - 1s 833us/step - loss: 0.4246 - accuracy: 0.8006 Epoch 329/500 718/718 [==============================] - 1s 857us/step - loss: 0.4238 - accuracy: 0.7997 Epoch 330/500 718/718 [==============================] - 1s 963us/step - loss: 0.4244 - accuracy: 0.7994 Epoch 331/500 718/718 [==============================] - 1s 832us/step - loss: 0.4233 - accuracy: 0.8015 Epoch 332/500 718/718 [==============================] - 1s 863us/step - loss: 0.4241 - accuracy: 0.7990 Epoch 333/500 718/718 [==============================] - 1s 838us/step - loss: 0.4244 - accuracy: 0.8006 Epoch 334/500 718/718 [==============================] - 1s 845us/step - loss: 0.4241 - accuracy: 0.8003 Epoch 335/500 718/718 [==============================] - 1s 846us/step - loss: 0.4244 - accuracy: 0.8003 Epoch 336/500 718/718 [==============================] - 1s 849us/step - loss: 0.4243 - accuracy: 0.7998 Epoch 337/500 718/718 [==============================] - 1s 853us/step - loss: 0.4240 - accuracy: 0.7997 Epoch 338/500 718/718 [==============================] - 1s 835us/step - loss: 0.4240 - accuracy: 0.7996 Epoch 339/500 718/718 [==============================] - 1s 841us/step - loss: 0.4242 - accuracy: 0.7995 Epoch 340/500 718/718 [==============================] - 1s 841us/step - loss: 0.4239 - accuracy: 0.8001 Epoch 341/500 718/718 [==============================] - 1s 862us/step - loss: 0.4245 - accuracy: 0.7988 Epoch 342/500 718/718 [==============================] - 1s 845us/step - loss: 0.4245 - accuracy: 0.7998 Epoch 343/500 718/718 [==============================] - 1s 828us/step - loss: 0.4242 - accuracy: 0.8024 Epoch 344/500 718/718 [==============================] - 1s 841us/step - loss: 0.4234 - accuracy: 0.8025 Epoch 345/500 718/718 [==============================] - 1s 829us/step - loss: 0.4233 - accuracy: 0.7999 Epoch 346/500 718/718 [==============================] - 1s 826us/step - loss: 0.4247 - accuracy: 0.7982 Epoch 347/500 718/718 [==============================] - 1s 834us/step - loss: 0.4240 - accuracy: 0.8000 Epoch 348/500 718/718 [==============================] - 1s 821us/step - loss: 0.4245 - accuracy: 0.7992 Epoch 349/500 718/718 [==============================] - 1s 859us/step - loss: 0.4247 - accuracy: 0.7990 Epoch 350/500 718/718 [==============================] - 1s 846us/step - loss: 0.4243 - accuracy: 0.8002 Epoch 351/500 718/718 [==============================] - 1s 822us/step - loss: 0.4238 - accuracy: 0.7997 Epoch 352/500 718/718 [==============================] - 1s 876us/step - loss: 0.4239 - accuracy: 0.8003 Epoch 353/500 718/718 [==============================] - 1s 828us/step - loss: 0.4241 - accuracy: 0.7990 Epoch 354/500 718/718 [==============================] - 1s 862us/step - loss: 0.4242 - accuracy: 0.8003 Epoch 355/500 718/718 [==============================] - 1s 840us/step - loss: 0.4236 - accuracy: 0.8041 Epoch 356/500 718/718 [==============================] - 1s 829us/step - loss: 0.4242 - accuracy: 0.7983 Epoch 357/500 718/718 [==============================] - 1s 840us/step - loss: 0.4238 - accuracy: 0.8004 Epoch 358/500 718/718 [==============================] - 1s 822us/step - loss: 0.4242 - accuracy: 0.7997 Epoch 359/500 718/718 [==============================] - 1s 820us/step - loss: 0.4240 - accuracy: 0.8009 Epoch 360/500 718/718 [==============================] - 1s 845us/step - loss: 0.4235 - accuracy: 0.8009 Epoch 361/500 718/718 [==============================] - 1s 800us/step - loss: 0.4245 - accuracy: 0.7994 Epoch 362/500 718/718 [==============================] - 1s 823us/step - loss: 0.4240 - accuracy: 0.8002 Epoch 363/500 718/718 [==============================] - 1s 854us/step - loss: 0.4241 - accuracy: 0.7983 Epoch 364/500 718/718 [==============================] - 1s 861us/step - loss: 0.4241 - accuracy: 0.8003 Epoch 365/500 718/718 [==============================] - 1s 858us/step - loss: 0.4236 - accuracy: 0.7995 Epoch 366/500 718/718 [==============================] - 1s 836us/step - loss: 0.4242 - accuracy: 0.7997 Epoch 367/500 718/718 [==============================] - 1s 845us/step - loss: 0.4241 - accuracy: 0.7990 Epoch 368/500 718/718 [==============================] - 1s 841us/step - loss: 0.4242 - accuracy: 0.8015 Epoch 369/500 718/718 [==============================] - 1s 845us/step - loss: 0.4239 - accuracy: 0.79970s - loss: 0.412 Epoch 370/500 718/718 [==============================] - 1s 865us/step - loss: 0.4241 - accuracy: 0.7999 Epoch 371/500 718/718 [==============================] - 1s 850us/step - loss: 0.4242 - accuracy: 0.79800s - loss: 0.4256 - ac Epoch 372/500 718/718 [==============================] - 1s 847us/step - loss: 0.4242 - accuracy: 0.8005 Epoch 373/500 718/718 [==============================] - 1s 853us/step - loss: 0.4244 - accuracy: 0.7990 Epoch 374/500 718/718 [==============================] - 1s 840us/step - loss: 0.4241 - accuracy: 0.7978 Epoch 375/500 718/718 [==============================] - 1s 851us/step - loss: 0.4242 - accuracy: 0.7997 Epoch 376/500 718/718 [==============================] - 1s 848us/step - loss: 0.4237 - accuracy: 0.7994 Epoch 377/500 718/718 [==============================] - 1s 837us/step - loss: 0.4240 - accuracy: 0.7995 Epoch 378/500 718/718 [==============================] - 1s 829us/step - loss: 0.4237 - accuracy: 0.7998 Epoch 379/500 718/718 [==============================] - 1s 863us/step - loss: 0.4236 - accuracy: 0.8011 Epoch 380/500 718/718 [==============================] - 1s 842us/step - loss: 0.4239 - accuracy: 0.7998 Epoch 381/500 718/718 [==============================] - 1s 839us/step - loss: 0.4240 - accuracy: 0.7999 Epoch 382/500 718/718 [==============================] - 1s 848us/step - loss: 0.4239 - accuracy: 0.8010 Epoch 383/500 718/718 [==============================] - 1s 922us/step - loss: 0.4236 - accuracy: 0.7990 Epoch 384/500 718/718 [==============================] - 1s 856us/step - loss: 0.4237 - accuracy: 0.8010 Epoch 385/500 718/718 [==============================] - 1s 861us/step - loss: 0.4239 - accuracy: 0.7989 Epoch 386/500 718/718 [==============================] - 1s 839us/step - loss: 0.4238 - accuracy: 0.8011 Epoch 387/500 718/718 [==============================] - 1s 839us/step - loss: 0.4238 - accuracy: 0.79970s - loss: 0.4173 - ac Epoch 388/500 718/718 [==============================] - 1s 852us/step - loss: 0.4237 - accuracy: 0.8021 Epoch 389/500 718/718 [==============================] - 1s 832us/step - loss: 0.4240 - accuracy: 0.7997 Epoch 390/500 718/718 [==============================] - 1s 858us/step - loss: 0.4233 - accuracy: 0.8000 Epoch 391/500 718/718 [==============================] - 1s 846us/step - loss: 0.4238 - accuracy: 0.8010 Epoch 392/500 718/718 [==============================] - 1s 840us/step - loss: 0.4243 - accuracy: 0.8011 Epoch 393/500 718/718 [==============================] - 1s 842us/step - loss: 0.4240 - accuracy: 0.7993 Epoch 394/500 718/718 [==============================] - 1s 829us/step - loss: 0.4231 - accuracy: 0.7999 Epoch 395/500 718/718 [==============================] - 1s 851us/step - loss: 0.4242 - accuracy: 0.7992 Epoch 396/500 718/718 [==============================] - 1s 851us/step - loss: 0.4234 - accuracy: 0.8014 Epoch 397/500 718/718 [==============================] - 1s 868us/step - loss: 0.4240 - accuracy: 0.7999 Epoch 398/500 718/718 [==============================] - 1s 845us/step - loss: 0.4236 - accuracy: 0.7995 Epoch 399/500 718/718 [==============================] - 1s 835us/step - loss: 0.4233 - accuracy: 0.8017 Epoch 400/500 718/718 [==============================] - 1s 852us/step - loss: 0.4235 - accuracy: 0.7990 Epoch 401/500 718/718 [==============================] - 1s 856us/step - loss: 0.4233 - accuracy: 0.8001 Epoch 402/500 718/718 [==============================] - 1s 841us/step - loss: 0.4238 - accuracy: 0.7987 Epoch 403/500 718/718 [==============================] - 1s 858us/step - loss: 0.4236 - accuracy: 0.8002 Epoch 404/500 718/718 [==============================] - 1s 880us/step - loss: 0.4235 - accuracy: 0.8011 Epoch 405/500 718/718 [==============================] - 1s 833us/step - loss: 0.4237 - accuracy: 0.8015 Epoch 406/500 718/718 [==============================] - 1s 855us/step - loss: 0.4236 - accuracy: 0.8018 Epoch 407/500 718/718 [==============================] - 1s 832us/step - loss: 0.4241 - accuracy: 0.8010 Epoch 408/500 718/718 [==============================] - 1s 866us/step - loss: 0.4244 - accuracy: 0.7991 Epoch 409/500 718/718 [==============================] - 1s 845us/step - loss: 0.4240 - accuracy: 0.8022 Epoch 410/500 718/718 [==============================] - 1s 848us/step - loss: 0.4241 - accuracy: 0.7990 Epoch 411/500 718/718 [==============================] - 1s 862us/step - loss: 0.4229 - accuracy: 0.8022 Epoch 412/500 718/718 [==============================] - 1s 839us/step - loss: 0.4237 - accuracy: 0.8017 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8026 Epoch 414/500 718/718 [==============================] - 1s 847us/step - loss: 0.4238 - accuracy: 0.8029 Epoch 415/500 718/718 [==============================] - 1s 831us/step - loss: 0.4239 - accuracy: 0.7981 Epoch 416/500 718/718 [==============================] - 1s 854us/step - loss: 0.4239 - accuracy: 0.7992 Epoch 417/500 718/718 [==============================] - 1s 848us/step - loss: 0.4238 - accuracy: 0.7998 Epoch 418/500 718/718 [==============================] - 1s 834us/step - loss: 0.4230 - accuracy: 0.8016 Epoch 419/500 718/718 [==============================] - 1s 917us/step - loss: 0.4235 - accuracy: 0.8006 Epoch 420/500 718/718 [==============================] - 1s 934us/step - loss: 0.4237 - accuracy: 0.8003 Epoch 421/500 718/718 [==============================] - 1s 852us/step - loss: 0.4238 - accuracy: 0.8003 Epoch 422/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4236 - accuracy: 0.8002 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8003 Epoch 424/500 718/718 [==============================] - 1s 963us/step - loss: 0.4236 - accuracy: 0.8023 Epoch 425/500 718/718 [==============================] - 1s 967us/step - loss: 0.4240 - accuracy: 0.7983 Epoch 426/500 718/718 [==============================] - 1s 896us/step - loss: 0.4231 - accuracy: 0.8006 Epoch 427/500 718/718 [==============================] - 1s 881us/step - loss: 0.4240 - accuracy: 0.8012 Epoch 428/500 718/718 [==============================] - 1s 853us/step - loss: 0.4246 - accuracy: 0.7996 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8013 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8003: 1s - Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8007 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.8004 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8015 Epoch 434/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4239 - accuracy: 0.8007: 0s - loss: 0.425 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.7987 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7995 Epoch 437/500 718/718 [==============================] - 1s 988us/step - loss: 0.4230 - accuracy: 0.8016 Epoch 438/500 718/718 [==============================] - 1s 963us/step - loss: 0.4237 - accuracy: 0.7997 Epoch 439/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4235 - accuracy: 0.8004 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7993 Epoch 441/500 718/718 [==============================] - 1s 934us/step - loss: 0.4237 - accuracy: 0.7990 Epoch 442/500 718/718 [==============================] - 1s 899us/step - loss: 0.4239 - accuracy: 0.7986 Epoch 443/500 718/718 [==============================] - 1s 905us/step - loss: 0.4237 - accuracy: 0.8003 Epoch 444/500 718/718 [==============================] - 1s 965us/step - loss: 0.4238 - accuracy: 0.8021 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8010 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8013 Epoch 447/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4222 - accuracy: 0.7997 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.7991 Epoch 449/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4230 - accuracy: 0.8006 Epoch 450/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4241 - accuracy: 0.8017 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7990 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.7997 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8004 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8000 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7998 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.8005 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.7990 Epoch 458/500 718/718 [==============================] - 1s 983us/step - loss: 0.4242 - accuracy: 0.7994 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.7999 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.8020 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7991 Epoch 462/500 718/718 [==============================] - 1s 923us/step - loss: 0.4235 - accuracy: 0.79980s - loss: 0.4208 - Epoch 463/500 718/718 [==============================] - 1s 995us/step - loss: 0.4238 - accuracy: 0.7985 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.8003 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8017 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7983 Epoch 467/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4228 - accuracy: 0.7976 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.7968 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8001 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.7990 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8003 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8018 Epoch 473/500 718/718 [==============================] - 1s 923us/step - loss: 0.4240 - accuracy: 0.8002 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8010 Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4233 - accuracy: 0.8011 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.7992 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4233 - accuracy: 0.8005: 0s - loss: 0.4233 - accuracy: 0. Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8005 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.7997 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8015 Epoch 481/500 718/718 [==============================] - 1s 921us/step - loss: 0.4235 - accuracy: 0.8007 Epoch 482/500 718/718 [==============================] - 1s 836us/step - loss: 0.4235 - accuracy: 0.8006 Epoch 483/500 718/718 [==============================] - 1s 872us/step - loss: 0.4236 - accuracy: 0.8000 Epoch 484/500 718/718 [==============================] - 1s 856us/step - loss: 0.4234 - accuracy: 0.7972 Epoch 485/500 718/718 [==============================] - 1s 839us/step - loss: 0.4232 - accuracy: 0.7981 Epoch 486/500 718/718 [==============================] - 1s 846us/step - loss: 0.4234 - accuracy: 0.7975 Epoch 487/500 718/718 [==============================] - 1s 863us/step - loss: 0.4228 - accuracy: 0.7990 Epoch 488/500 718/718 [==============================] - 1s 865us/step - loss: 0.4238 - accuracy: 0.8023 Epoch 489/500 718/718 [==============================] - 1s 853us/step - loss: 0.4234 - accuracy: 0.7998 Epoch 490/500 718/718 [==============================] - 1s 865us/step - loss: 0.4238 - accuracy: 0.7985 Epoch 491/500 718/718 [==============================] - 1s 865us/step - loss: 0.4237 - accuracy: 0.7991 Epoch 492/500 718/718 [==============================] - 1s 838us/step - loss: 0.4235 - accuracy: 0.79950s - loss: 0.4215 - accuracy: 0. Epoch 493/500 718/718 [==============================] - 1s 861us/step - loss: 0.4227 - accuracy: 0.8000 Epoch 494/500 718/718 [==============================] - 1s 857us/step - loss: 0.4237 - accuracy: 0.7994 Epoch 495/500 718/718 [==============================] - 1s 836us/step - loss: 0.4236 - accuracy: 0.8011 Epoch 496/500 718/718 [==============================] - 1s 862us/step - loss: 0.4231 - accuracy: 0.7996 Epoch 497/500 718/718 [==============================] - 1s 857us/step - loss: 0.4236 - accuracy: 0.7991 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8000 Epoch 499/500 718/718 [==============================] - 1s 901us/step - loss: 0.4230 - accuracy: 0.7996 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8003 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6389 - accuracy: 0.6852: 0s - loss: 0.6478 - accuracy Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5834 - accuracy: 0.7281 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5612 - accuracy: 0.7371: 0s - l Epoch 4/500 718/718 [==============================] - 1s 977us/step - loss: 0.5401 - accuracy: 0.7481 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5224 - accuracy: 0.7559 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5096 - accuracy: 0.7603 Epoch 7/500 718/718 [==============================] - 1s 923us/step - loss: 0.5006 - accuracy: 0.7652 Epoch 8/500 718/718 [==============================] - 1s 893us/step - loss: 0.4913 - accuracy: 0.7697 Epoch 9/500 718/718 [==============================] - 1s 868us/step - loss: 0.4826 - accuracy: 0.7773 Epoch 10/500 718/718 [==============================] - 1s 858us/step - loss: 0.4750 - accuracy: 0.7791 Epoch 11/500 718/718 [==============================] - 1s 895us/step - loss: 0.4669 - accuracy: 0.7847 Epoch 12/500 718/718 [==============================] - 1s 867us/step - loss: 0.4608 - accuracy: 0.7818 Epoch 13/500 718/718 [==============================] - 1s 875us/step - loss: 0.4565 - accuracy: 0.7841 Epoch 14/500 718/718 [==============================] - 1s 904us/step - loss: 0.4541 - accuracy: 0.7849 Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7868 Epoch 16/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7864 Epoch 17/500 718/718 [==============================] - 1s 994us/step - loss: 0.4493 - accuracy: 0.7881 Epoch 18/500 718/718 [==============================] - 1s 945us/step - loss: 0.4486 - accuracy: 0.7887 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7859 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7902 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4461 - accuracy: 0.7891 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7884 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7903 Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7895 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7904 Epoch 26/500 718/718 [==============================] - 1s 968us/step - loss: 0.4444 - accuracy: 0.7899 Epoch 27/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4438 - accuracy: 0.7907 Epoch 28/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4430 - accuracy: 0.7900: 0s - loss: 0.4430 - accuracy: 0.79 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7913 Epoch 30/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4431 - accuracy: 0.7915 Epoch 31/500 718/718 [==============================] - 1s 891us/step - loss: 0.4421 - accuracy: 0.7901 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7888 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7886 Epoch 34/500 718/718 [==============================] - 1s 945us/step - loss: 0.4418 - accuracy: 0.7903 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7922 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7889 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7875 Epoch 38/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4409 - accuracy: 0.7894 Epoch 39/500 718/718 [==============================] - 1s 976us/step - loss: 0.4407 - accuracy: 0.7891 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7895 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7921 Epoch 42/500 718/718 [==============================] - 1s 962us/step - loss: 0.4392 - accuracy: 0.7911 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7902 Epoch 44/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4381 - accuracy: 0.7918 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7897 Epoch 46/500 718/718 [==============================] - 1s 922us/step - loss: 0.4380 - accuracy: 0.7917 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7942 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7945: 0s - loss: 0.4367 - accuracy: 0.79 - ETA: 0s - loss: 0.4372 - accuracy: 0.79 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7941 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7921 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7945: 0s - loss: 0.4359 - accuracy: Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7953 Epoch 53/500 718/718 [==============================] - 1s 945us/step - loss: 0.4360 - accuracy: 0.7929 Epoch 54/500 718/718 [==============================] - 1s 948us/step - loss: 0.4360 - accuracy: 0.7943 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7922 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7949 Epoch 57/500 718/718 [==============================] - 1s 988us/step - loss: 0.4356 - accuracy: 0.7930 Epoch 58/500 718/718 [==============================] - 1s 923us/step - loss: 0.4346 - accuracy: 0.7935 Epoch 59/500 718/718 [==============================] - 1s 954us/step - loss: 0.4358 - accuracy: 0.7958 Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7960 Epoch 61/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4347 - accuracy: 0.7965 Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7954 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7932: 0s - loss: 0 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7954: 0s - loss: 0.4352 - accuracy Epoch 65/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4349 - accuracy: 0.7940 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7945 Epoch 67/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7919 Epoch 68/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4341 - accuracy: 0.7953 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7960 Epoch 70/500 718/718 [==============================] - 1s 998us/step - loss: 0.4343 - accuracy: 0.7940 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7954 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7925 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7960 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7942 Epoch 75/500 718/718 [==============================] - 1s 931us/step - loss: 0.4330 - accuracy: 0.7927 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7959 Epoch 77/500 718/718 [==============================] - 1s 979us/step - loss: 0.4335 - accuracy: 0.7960 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7965 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7968 Epoch 80/500 718/718 [==============================] - 1s 966us/step - loss: 0.4328 - accuracy: 0.7950 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7956 Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7950: 0s - loss: 0.4293 - Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7977 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7941 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7949 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7948 Epoch 87/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4322 - accuracy: 0.7971 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7960 Epoch 89/500 718/718 [==============================] - 1s 970us/step - loss: 0.4333 - accuracy: 0.7956 Epoch 90/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4331 - accuracy: 0.7963 Epoch 91/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4317 - accuracy: 0.7976 Epoch 92/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4327 - accuracy: 0.7975 Epoch 93/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4323 - accuracy: 0.7960 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7956 Epoch 95/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4326 - accuracy: 0.7950 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7979 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7959 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7939 Epoch 99/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7968 Epoch 100/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4317 - accuracy: 0.7966 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7980 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7957 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7955 Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7949 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7953 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7987 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7963 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7977: 0s - loss: 0.4374 - Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7960 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7958 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7983 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7960 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7959 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7975 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7975 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7992 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7941 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7983 Epoch 119/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7982 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7950 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7950 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7990 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7969 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7948: 0s - loss: 0.4326 - accuracy: 0. Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7950 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7968 Epoch 127/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7957 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7970 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7955 Epoch 130/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.7969 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7978 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7976 Epoch 133/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4303 - accuracy: 0.7966 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7976 Epoch 135/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7976: 0s - loss: 0.4332 - accuracy: Epoch 136/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7969 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7966: 0s - loss: 0.4275 - accuracy: 0.80 - ETA: 0s - loss: 0.4268 - accuracy: 0.80 - ETA: 0s - l Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7955 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7966 Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7983 Epoch 141/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7961 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7965 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8012 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7958 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7980 Epoch 146/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4298 - accuracy: 0.7965 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7979 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7949 Epoch 149/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.7947: 0s - loss: 0.4289 - accura Epoch 150/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7965 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7969 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7975 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7970 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7982 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7963 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7942 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7945 Epoch 158/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7965 Epoch 159/500 718/718 [==============================] - 1s 931us/step - loss: 0.4298 - accuracy: 0.8004 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7987: 0s - loss: 0.4286 - accuracy: 0. Epoch 161/500 718/718 [==============================] - 1s 932us/step - loss: 0.4298 - accuracy: 0.7956 Epoch 162/500 718/718 [==============================] - 1s 891us/step - loss: 0.4302 - accuracy: 0.7957 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7963: 0s - loss: 0.438 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7968 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7976 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7968 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7962 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7957: 0s - loss: 0 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7997: 0s - loss: 0.4309 - Epoch 170/500 718/718 [==============================] - 1s 923us/step - loss: 0.4294 - accuracy: 0.7979 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7976 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7971: 0s - loss: 0.4303 Epoch 173/500 718/718 [==============================] - 1s 966us/step - loss: 0.4303 - accuracy: 0.7965 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7992 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7970 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7971 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7980 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7974 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7956 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7942 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7978 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7949 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7984 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7986 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7977 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7979 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7969 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8000 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7987 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7982: 0s - loss: 0.4257 - accuracy: 0.79 - ETA: 0s - loss: 0.4261 - ac Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7968 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7970 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7972 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7961 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7968 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7957 Epoch 197/500 718/718 [==============================] - 1s 912us/step - loss: 0.4289 - accuracy: 0.7961 Epoch 198/500 718/718 [==============================] - 1s 871us/step - loss: 0.4301 - accuracy: 0.7965 Epoch 199/500 718/718 [==============================] - 1s 859us/step - loss: 0.4296 - accuracy: 0.7977 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7983 Epoch 201/500 718/718 [==============================] - 1s 953us/step - loss: 0.4292 - accuracy: 0.79560s - loss: 0.4274 - accuracy: 0.79 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7987 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7953 Epoch 204/500 718/718 [==============================] - 1s 961us/step - loss: 0.4290 - accuracy: 0.7992 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7967 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7969 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7973 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7970 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7978: 0s - loss: 0.4291 - accuracy: 0.79 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7988 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7961 Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7958 Epoch 213/500 718/718 [==============================] - 1s 951us/step - loss: 0.4288 - accuracy: 0.7983 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7983 Epoch 215/500 718/718 [==============================] - 1s 947us/step - loss: 0.4292 - accuracy: 0.7990 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7970 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7981 Epoch 218/500 718/718 [==============================] - 1s 923us/step - loss: 0.4283 - accuracy: 0.7957 Epoch 219/500 718/718 [==============================] - 1s 998us/step - loss: 0.4292 - accuracy: 0.7979 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7951: 0s - loss: 0.4266 - accura Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7963: 0s - loss: 0.4303 - accuracy: 0. Epoch 222/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7977 Epoch 223/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7974 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7969 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7961 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7975 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7993 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8002 Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7963 Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7977 Epoch 231/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7993 Epoch 232/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.8003 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7980 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7971 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8009 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7953 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8000 Epoch 238/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7980 Epoch 239/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7973 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7976 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7957 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7963 Epoch 243/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7999 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7976 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7971 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7984 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7984 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7968 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7983 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7968 Epoch 251/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4286 - accuracy: 0.7997 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7984 Epoch 253/500 718/718 [==============================] - 1s 926us/step - loss: 0.4280 - accuracy: 0.7981 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7987 Epoch 255/500 718/718 [==============================] - 1s 932us/step - loss: 0.4288 - accuracy: 0.7986 Epoch 256/500 718/718 [==============================] - 1s 882us/step - loss: 0.4281 - accuracy: 0.7978 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7973: 0s - loss: 0.4237 - accuracy Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7971 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7990: 0s - loss: 0.4259 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7966 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7970: 0s - loss: 0.427 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7976 Epoch 263/500 718/718 [==============================] - 1s 921us/step - loss: 0.4288 - accuracy: 0.7976 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7980 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8002 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8002: 0s - loss: 0.4322 - Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7978 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7983: 0s - loss: 0.4304 - accuracy: 0.79 Epoch 269/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7973 Epoch 270/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7973: 0s - Epoch 271/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7984 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7976 Epoch 273/500 718/718 [==============================] - 1s 937us/step - loss: 0.4288 - accuracy: 0.7980 Epoch 274/500 718/718 [==============================] - 1s 890us/step - loss: 0.4279 - accuracy: 0.7975 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7971 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7974: 0s - loss: 0.4285 - accuracy: 0.79 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7966 Epoch 278/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7967 Epoch 279/500 718/718 [==============================] - 1s 997us/step - loss: 0.4285 - accuracy: 0.7987 Epoch 280/500 718/718 [==============================] - 1s 982us/step - loss: 0.4288 - accuracy: 0.7947 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7977 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7974 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7982 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7969 Epoch 285/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.7993 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7983 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7962 Epoch 288/500 718/718 [==============================] - 1s 922us/step - loss: 0.4281 - accuracy: 0.7983 Epoch 289/500 718/718 [==============================] - 1s 894us/step - loss: 0.4280 - accuracy: 0.7975 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7993 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7973 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7977 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7982 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7992 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7985 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7968 Epoch 297/500 718/718 [==============================] - 1s 973us/step - loss: 0.4277 - accuracy: 0.7968 Epoch 298/500 718/718 [==============================] - 1s 967us/step - loss: 0.4278 - accuracy: 0.7973 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7979: 0s - loss: 0.4302 - accuracy Epoch 300/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.7957: 0s - loss: 0.423 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7980 Epoch 302/500 718/718 [==============================] - 1s 927us/step - loss: 0.4282 - accuracy: 0.7980 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7965 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7981 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7976: 0s - loss: 0.4315 - accuracy: Epoch 306/500 718/718 [==============================] - 1s 998us/step - loss: 0.4278 - accuracy: 0.7988 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7988 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7976 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7964 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7956: 0s - loss: 0.4303 - accura Epoch 311/500 718/718 [==============================] - 1s 881us/step - loss: 0.4289 - accuracy: 0.7962 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7977 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7985 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7987: 0s - loss: 0.4280 - accuracy: 0. Epoch 315/500 718/718 [==============================] - 1s 881us/step - loss: 0.4282 - accuracy: 0.7988 Epoch 316/500 718/718 [==============================] - 1s 889us/step - loss: 0.4276 - accuracy: 0.7977 Epoch 317/500 718/718 [==============================] - 1s 893us/step - loss: 0.4288 - accuracy: 0.8012 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7975 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7968 Epoch 320/500 718/718 [==============================] - 1s 990us/step - loss: 0.4278 - accuracy: 0.7988 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7997 Epoch 322/500 718/718 [==============================] - 1s 929us/step - loss: 0.4286 - accuracy: 0.7965 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7996 Epoch 324/500 718/718 [==============================] - 1s 973us/step - loss: 0.4286 - accuracy: 0.7970 Epoch 325/500 718/718 [==============================] - 1s 889us/step - loss: 0.4280 - accuracy: 0.7970 Epoch 326/500 718/718 [==============================] - 1s 929us/step - loss: 0.4283 - accuracy: 0.7986 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7972: 0s - loss: 0.4224 - Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8001 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7969 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7992 Epoch 331/500 718/718 [==============================] - 1s 964us/step - loss: 0.4274 - accuracy: 0.7990 Epoch 332/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7967 Epoch 333/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7988 Epoch 334/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7973 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7976 Epoch 336/500 718/718 [==============================] - 1s 984us/step - loss: 0.4274 - accuracy: 0.7967 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7986 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7969 Epoch 339/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.8004 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7972 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7979 Epoch 342/500 718/718 [==============================] - 1s 967us/step - loss: 0.4281 - accuracy: 0.7974 Epoch 343/500 718/718 [==============================] - 1s 918us/step - loss: 0.4281 - accuracy: 0.7941 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7982 Epoch 345/500 718/718 [==============================] - 1s 963us/step - loss: 0.4279 - accuracy: 0.7980 Epoch 346/500 718/718 [==============================] - 1s 925us/step - loss: 0.4281 - accuracy: 0.79820s - loss: 0.4316 - ac Epoch 347/500 718/718 [==============================] - 1s 887us/step - loss: 0.4273 - accuracy: 0.8003 Epoch 348/500 718/718 [==============================] - 1s 890us/step - loss: 0.4272 - accuracy: 0.7962 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7982 Epoch 350/500 718/718 [==============================] - 1s 927us/step - loss: 0.4287 - accuracy: 0.7996 Epoch 351/500 718/718 [==============================] - 1s 902us/step - loss: 0.4282 - accuracy: 0.7976 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7990 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8003 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7991: 0s - loss: 0.4341 - ac Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7985: 0s - loss: 0.4284 - accura Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7986 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7977 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7990 Epoch 359/500 718/718 [==============================] - 1s 916us/step - loss: 0.4273 - accuracy: 0.79580s - loss: 0.4291 - Epoch 360/500 718/718 [==============================] - 1s 876us/step - loss: 0.4276 - accuracy: 0.8018 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7975 Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7982 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7983 Epoch 364/500 718/718 [==============================] - 1s 951us/step - loss: 0.4280 - accuracy: 0.7969 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7990 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7991 Epoch 367/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7976 Epoch 368/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7989 Epoch 369/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4268 - accuracy: 0.8002 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8000 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7964 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7991 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7976 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7987 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7977 Epoch 376/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7951 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7990 Epoch 378/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7988 Epoch 379/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7982 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8000 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7974 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7996 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7978 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7995: 0s - loss: 0.4207 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8013 Epoch 386/500 718/718 [==============================] - 1s 913us/step - loss: 0.4278 - accuracy: 0.7989 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7979 Epoch 388/500 718/718 [==============================] - 1s 922us/step - loss: 0.4272 - accuracy: 0.7995 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7986 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7996 Epoch 391/500 718/718 [==============================] - 1s 913us/step - loss: 0.4278 - accuracy: 0.7936 Epoch 392/500 718/718 [==============================] - 1s 877us/step - loss: 0.4270 - accuracy: 0.7993 Epoch 393/500 718/718 [==============================] - 1s 890us/step - loss: 0.4282 - accuracy: 0.7957 Epoch 394/500 718/718 [==============================] - 1s 882us/step - loss: 0.4281 - accuracy: 0.8007 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7990: 0s - loss: 0.4273 - ac Epoch 396/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4273 - accuracy: 0.7991 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7988 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7988: 0s - loss: 0.4266 - accuracy: 0. Epoch 399/500 718/718 [==============================] - 1s 957us/step - loss: 0.4268 - accuracy: 0.7966 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7958 Epoch 401/500 718/718 [==============================] - 1s 936us/step - loss: 0.4279 - accuracy: 0.7971 Epoch 402/500 718/718 [==============================] - 1s 903us/step - loss: 0.4276 - accuracy: 0.7978 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7998 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8015 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7984 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7983 Epoch 407/500 718/718 [==============================] - 1s 971us/step - loss: 0.4280 - accuracy: 0.7973 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8003 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7963: Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7975: 0s - loss: 0.4228 - Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7963 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7971 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7996 Epoch 414/500 718/718 [==============================] - 1s 943us/step - loss: 0.4280 - accuracy: 0.7992 Epoch 415/500 718/718 [==============================] - 1s 905us/step - loss: 0.4284 - accuracy: 0.7995 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7984: 0s - loss: 0.4259 - accuracy: 0. Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7966 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7951 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7975 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7997 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7997 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7984 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7983 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7968 Epoch 425/500 718/718 [==============================] - 1s 896us/step - loss: 0.4276 - accuracy: 0.7981 Epoch 426/500 718/718 [==============================] - 1s 882us/step - loss: 0.4268 - accuracy: 0.7997 Epoch 427/500 718/718 [==============================] - 1s 893us/step - loss: 0.4275 - accuracy: 0.7978 Epoch 428/500 718/718 [==============================] - 1s 874us/step - loss: 0.4281 - accuracy: 0.7988 Epoch 429/500 718/718 [==============================] - 1s 864us/step - loss: 0.4268 - accuracy: 0.7997 Epoch 430/500 718/718 [==============================] - 1s 927us/step - loss: 0.4281 - accuracy: 0.79560s - loss: 0.4321 - ac Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7981: 0s - loss: Epoch 432/500 718/718 [==============================] - 1s 892us/step - loss: 0.4275 - accuracy: 0.7983 Epoch 433/500 718/718 [==============================] - 1s 873us/step - loss: 0.4269 - accuracy: 0.7966 Epoch 434/500 718/718 [==============================] - 1s 883us/step - loss: 0.4278 - accuracy: 0.7979 Epoch 435/500 718/718 [==============================] - 1s 863us/step - loss: 0.4271 - accuracy: 0.7969 Epoch 436/500 718/718 [==============================] - 1s 893us/step - loss: 0.4280 - accuracy: 0.7984 Epoch 437/500 718/718 [==============================] - 1s 874us/step - loss: 0.4275 - accuracy: 0.7990 Epoch 438/500 718/718 [==============================] - 1s 866us/step - loss: 0.4280 - accuracy: 0.7968 Epoch 439/500 718/718 [==============================] - 1s 915us/step - loss: 0.4276 - accuracy: 0.7971 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7988 Epoch 441/500 718/718 [==============================] - 1s 971us/step - loss: 0.4276 - accuracy: 0.7984 Epoch 442/500 718/718 [==============================] - 1s 944us/step - loss: 0.4281 - accuracy: 0.7977 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8010 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7996 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8008 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7988: 0s - loss: 0.4288 - accuracy Epoch 447/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7990: 0s Epoch 448/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.7974 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7992 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7986 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7965 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7975 Epoch 453/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7987 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7964 Epoch 455/500 718/718 [==============================] - 1s 976us/step - loss: 0.4273 - accuracy: 0.7983 Epoch 456/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7982 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7981 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7972 Epoch 459/500 718/718 [==============================] - 1s 915us/step - loss: 0.4279 - accuracy: 0.7986 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7962 Epoch 461/500 718/718 [==============================] - 1s 935us/step - loss: 0.4272 - accuracy: 0.7990 Epoch 462/500 718/718 [==============================] - 1s 903us/step - loss: 0.4273 - accuracy: 0.7989 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7944 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7996 Epoch 465/500 718/718 [==============================] - 1s 890us/step - loss: 0.4267 - accuracy: 0.7987 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7961 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7990 Epoch 468/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7983 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7997 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7989 Epoch 471/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4273 - accuracy: 0.8012 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7992 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7993 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7997 Epoch 475/500 718/718 [==============================] - 1s 900us/step - loss: 0.4277 - accuracy: 0.7970 Epoch 476/500 718/718 [==============================] - 1s 911us/step - loss: 0.4273 - accuracy: 0.7983 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7977 Epoch 478/500 718/718 [==============================] - 1s 977us/step - loss: 0.4283 - accuracy: 0.7977 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7994 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7986 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7963 Epoch 482/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7992 Epoch 483/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4272 - accuracy: 0.7984 Epoch 484/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.7998 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7979 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7978: 0s - loss: 0.4207 - accura Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7978 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7964 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7963 Epoch 490/500 718/718 [==============================] - 1s 934us/step - loss: 0.4275 - accuracy: 0.7981 Epoch 491/500 718/718 [==============================] - 1s 899us/step - loss: 0.4272 - accuracy: 0.7994 Epoch 492/500 718/718 [==============================] - 1s 890us/step - loss: 0.4269 - accuracy: 0.7989 Epoch 493/500 718/718 [==============================] - 1s 974us/step - loss: 0.4274 - accuracy: 0.7977 Epoch 494/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7976 Epoch 495/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7998 Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7971 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7974 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7975: 0s - loss: 0.4286 - Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7994 Epoch 500/500 718/718 [==============================] - 1s 937us/step - loss: 0.4271 - accuracy: 0.79850s - loss: 0.4289 - accuracy: 0. Epoch 1/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6067 - accuracy: 0.6747: 0s - Epoch 2/500 718/718 [==============================] - 2s 3ms/step - loss: 0.5374 - accuracy: 0.7357 Epoch 3/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5009 - accuracy: 0.7577 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4778 - accuracy: 0.7687 Epoch 5/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4678 - accuracy: 0.7722 Epoch 6/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4639 - accuracy: 0.7718 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4618 - accuracy: 0.7738 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7758 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4590 - accuracy: 0.7744: 0s - loss: 0.4602 - accura Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4590 - accuracy: 0.7759 Epoch 11/500 718/718 [==============================] - 1s 986us/step - loss: 0.4584 - accuracy: 0.7778 Epoch 12/500 718/718 [==============================] - 1s 974us/step - loss: 0.4579 - accuracy: 0.7774 Epoch 13/500 718/718 [==============================] - 1s 915us/step - loss: 0.4578 - accuracy: 0.7759 Epoch 14/500 718/718 [==============================] - 1s 915us/step - loss: 0.4572 - accuracy: 0.7783 Epoch 15/500 718/718 [==============================] - 1s 937us/step - loss: 0.4570 - accuracy: 0.7772 Epoch 16/500 718/718 [==============================] - 1s 973us/step - loss: 0.4563 - accuracy: 0.7779 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7785 Epoch 18/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4560 - accuracy: 0.7780 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7753 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7791 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4552 - accuracy: 0.7784 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7798 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7807 Epoch 24/500 718/718 [==============================] - 1s 991us/step - loss: 0.4550 - accuracy: 0.7766 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7796 Epoch 26/500 718/718 [==============================] - 1s 909us/step - loss: 0.4549 - accuracy: 0.7766 Epoch 27/500 718/718 [==============================] - 1s 927us/step - loss: 0.4544 - accuracy: 0.7773 Epoch 28/500 718/718 [==============================] - 1s 841us/step - loss: 0.4538 - accuracy: 0.7794 Epoch 29/500 718/718 [==============================] - 1s 863us/step - loss: 0.4540 - accuracy: 0.7782 Epoch 30/500 718/718 [==============================] - 1s 839us/step - loss: 0.4538 - accuracy: 0.7784 Epoch 31/500 718/718 [==============================] - 1s 921us/step - loss: 0.4541 - accuracy: 0.7786 Epoch 32/500 718/718 [==============================] - 1s 967us/step - loss: 0.4533 - accuracy: 0.7773 Epoch 33/500 718/718 [==============================] - 1s 875us/step - loss: 0.4533 - accuracy: 0.7772 Epoch 34/500 718/718 [==============================] - 1s 942us/step - loss: 0.4532 - accuracy: 0.7784 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7780: 0s - loss: 0.4587 - accura Epoch 36/500 718/718 [==============================] - 1s 862us/step - loss: 0.4533 - accuracy: 0.7803 Epoch 37/500 718/718 [==============================] - 1s 857us/step - loss: 0.4529 - accuracy: 0.7788 Epoch 38/500 718/718 [==============================] - 1s 865us/step - loss: 0.4526 - accuracy: 0.7784 Epoch 39/500 718/718 [==============================] - 1s 855us/step - loss: 0.4518 - accuracy: 0.7795 Epoch 40/500 718/718 [==============================] - 1s 866us/step - loss: 0.4528 - accuracy: 0.7772 Epoch 41/500 718/718 [==============================] - 1s 897us/step - loss: 0.4525 - accuracy: 0.7798 Epoch 42/500 718/718 [==============================] - 1s 854us/step - loss: 0.4514 - accuracy: 0.7799 Epoch 43/500 718/718 [==============================] - 1s 854us/step - loss: 0.4516 - accuracy: 0.7811 Epoch 44/500 718/718 [==============================] - 1s 845us/step - loss: 0.4512 - accuracy: 0.7800 Epoch 45/500 718/718 [==============================] - 1s 859us/step - loss: 0.4520 - accuracy: 0.7809 Epoch 46/500 718/718 [==============================] - 1s 858us/step - loss: 0.4515 - accuracy: 0.7789 Epoch 47/500 718/718 [==============================] - 1s 839us/step - loss: 0.4507 - accuracy: 0.7794 Epoch 48/500 718/718 [==============================] - 1s 866us/step - loss: 0.4508 - accuracy: 0.7797 Epoch 49/500 718/718 [==============================] - 1s 866us/step - loss: 0.4514 - accuracy: 0.7785 Epoch 50/500 718/718 [==============================] - 1s 857us/step - loss: 0.4505 - accuracy: 0.7791 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7803 Epoch 52/500 718/718 [==============================] - 1s 855us/step - loss: 0.4503 - accuracy: 0.7814 Epoch 53/500 718/718 [==============================] - 1s 855us/step - loss: 0.4504 - accuracy: 0.7786 Epoch 54/500 718/718 [==============================] - 1s 883us/step - loss: 0.4503 - accuracy: 0.7792 Epoch 55/500 718/718 [==============================] - 1s 848us/step - loss: 0.4507 - accuracy: 0.7802 Epoch 56/500 718/718 [==============================] - 1s 874us/step - loss: 0.4501 - accuracy: 0.7821 Epoch 57/500 718/718 [==============================] - 1s 851us/step - loss: 0.4503 - accuracy: 0.7793 Epoch 58/500 718/718 [==============================] - 1s 853us/step - loss: 0.4501 - accuracy: 0.7818 Epoch 59/500 718/718 [==============================] - 1s 852us/step - loss: 0.4487 - accuracy: 0.7813 Epoch 60/500 718/718 [==============================] - 1s 905us/step - loss: 0.4494 - accuracy: 0.7799 Epoch 61/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7816 Epoch 62/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4490 - accuracy: 0.7822 Epoch 63/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4486 - accuracy: 0.7799 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7814 Epoch 65/500 718/718 [==============================] - 1s 923us/step - loss: 0.4478 - accuracy: 0.7802 Epoch 66/500 718/718 [==============================] - 1s 895us/step - loss: 0.4462 - accuracy: 0.7807 Epoch 67/500 718/718 [==============================] - 1s 878us/step - loss: 0.4453 - accuracy: 0.7813 Epoch 68/500 718/718 [==============================] - 1s 871us/step - loss: 0.4442 - accuracy: 0.7831 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7868: 0s - loss: 0.4400 - Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7879 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7873 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7884: 0s - loss: 0.4390 - accuracy: 0.78 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7875 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7898 Epoch 75/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4379 - accuracy: 0.7915 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7905 Epoch 77/500 718/718 [==============================] - 1s 957us/step - loss: 0.4372 - accuracy: 0.7931 Epoch 78/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4362 - accuracy: 0.7922: Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7902 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7911 Epoch 81/500 718/718 [==============================] - 1s 959us/step - loss: 0.4360 - accuracy: 0.7907 Epoch 82/500 718/718 [==============================] - 1s 971us/step - loss: 0.4361 - accuracy: 0.7936 Epoch 83/500 718/718 [==============================] - 1s 946us/step - loss: 0.4360 - accuracy: 0.7921 Epoch 84/500 718/718 [==============================] - 1s 950us/step - loss: 0.4355 - accuracy: 0.7942 Epoch 85/500 718/718 [==============================] - 1s 964us/step - loss: 0.4355 - accuracy: 0.7953 Epoch 86/500 718/718 [==============================] - 1s 913us/step - loss: 0.4351 - accuracy: 0.7942 Epoch 87/500 718/718 [==============================] - 1s 902us/step - loss: 0.4352 - accuracy: 0.7934 Epoch 88/500 718/718 [==============================] - 1s 971us/step - loss: 0.4345 - accuracy: 0.7927 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7934 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7919 Epoch 91/500 718/718 [==============================] - 1s 939us/step - loss: 0.4344 - accuracy: 0.7938 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7940 Epoch 93/500 718/718 [==============================] - 1s 881us/step - loss: 0.4338 - accuracy: 0.7940 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7948 Epoch 95/500 718/718 [==============================] - 1s 969us/step - loss: 0.4336 - accuracy: 0.7934 Epoch 96/500 718/718 [==============================] - 1s 959us/step - loss: 0.4340 - accuracy: 0.7944 Epoch 97/500 718/718 [==============================] - 1s 975us/step - loss: 0.4341 - accuracy: 0.7940 Epoch 98/500 718/718 [==============================] - 1s 976us/step - loss: 0.4339 - accuracy: 0.7957 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7957 Epoch 100/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4338 - accuracy: 0.7925 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7948: 0s - loss: 0.4302 Epoch 102/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4334 - accuracy: 0.7934 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7941 Epoch 104/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4330 - accuracy: 0.7922 Epoch 105/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4335 - accuracy: 0.7943 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7953 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7964 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7951 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7942 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7951 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7959 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7970 Epoch 113/500 718/718 [==============================] - 1s 935us/step - loss: 0.4325 - accuracy: 0.7964 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7949 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7969 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7972 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7971 Epoch 118/500 718/718 [==============================] - 1s 975us/step - loss: 0.4317 - accuracy: 0.7956 Epoch 119/500 718/718 [==============================] - 1s 960us/step - loss: 0.4326 - accuracy: 0.7981 Epoch 120/500 718/718 [==============================] - 1s 939us/step - loss: 0.4324 - accuracy: 0.7966 Epoch 121/500 718/718 [==============================] - 1s 950us/step - loss: 0.4323 - accuracy: 0.7974 Epoch 122/500 718/718 [==============================] - 1s 944us/step - loss: 0.4321 - accuracy: 0.7945 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7969 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7977 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7955: 0s - loss: 0.4207 - - ETA: 0s - loss: 0.4302 - accuracy Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7969 Epoch 127/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4316 - accuracy: 0.7987 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7971 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7979 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7965 Epoch 131/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7973: 0s - loss: 0.4297 - accu Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7983 Epoch 133/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4319 - accuracy: 0.7943 Epoch 134/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4321 - accuracy: 0.7949 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7976 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7956 Epoch 137/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7982: 0s - loss: 0.4312 - accu Epoch 138/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7983 Epoch 139/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4322 - accuracy: 0.7942 Epoch 140/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4319 - accuracy: 0.7950: 0s - loss: 0.4349 - accu Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7970 Epoch 142/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7960 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7956 Epoch 144/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7960 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7963 Epoch 146/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7983 Epoch 147/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7968 Epoch 148/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7979 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7993 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7974 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7963 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7972 Epoch 153/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7993 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.8001 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7949 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7979: 0s - loss: 0.4317 - accuracy: 0.79 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7980 Epoch 158/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7963 Epoch 159/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7969 Epoch 160/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4307 - accuracy: 0.7983 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7965: 0s - loss: 0.4 Epoch 162/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7956 Epoch 163/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7968 Epoch 164/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7983: 0s - l Epoch 165/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7952 Epoch 166/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4319 - accuracy: 0.7950: 0s - loss: 0.4348 - accuracy Epoch 167/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7979 Epoch 168/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7962 Epoch 169/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4317 - accuracy: 0.7967 Epoch 170/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7924 Epoch 171/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4316 - accuracy: 0.7969 Epoch 172/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4317 - accuracy: 0.7967: 0s - loss: 0.4315 Epoch 173/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7962: 0s - loss: 0.4308 - accura Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7981 Epoch 175/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7960 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7946 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7959 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7943 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7969 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7983 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7974 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7970 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7966 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7954 Epoch 185/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7969 Epoch 186/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4315 - accuracy: 0.7968 Epoch 187/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7968 Epoch 188/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4311 - accuracy: 0.7974 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7972 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7978: 0s - loss: 0.4375 - accu Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7969 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7959 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7969 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7942 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7966 Epoch 196/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4314 - accuracy: 0.7971 Epoch 197/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4310 - accuracy: 0.7975 Epoch 198/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7964 Epoch 199/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7967 Epoch 200/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4313 - accuracy: 0.7958 Epoch 201/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7962 Epoch 202/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7976 Epoch 203/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4314 - accuracy: 0.7948 Epoch 204/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4310 - accuracy: 0.7982 Epoch 205/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7938 Epoch 206/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7974 Epoch 207/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7950 Epoch 208/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7950 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7965 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7956 Epoch 211/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7967: 0s - loss: 0.429 Epoch 212/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7940 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7969 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7968 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7975 Epoch 216/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7949 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7958 Epoch 218/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7956 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7978 Epoch 220/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7955: 0s - loss: 0.437 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7978 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7975 Epoch 223/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7954 Epoch 224/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4307 - accuracy: 0.7966: 0s Epoch 225/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4307 - accuracy: 0.7979: 0s - loss: 0 Epoch 226/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4312 - accuracy: 0.7963 Epoch 227/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7967 Epoch 228/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4302 - accuracy: 0.7956 Epoch 229/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7956: 0s - loss: 0.4304 - accuracy Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7965 Epoch 231/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4297 - accuracy: 0.7946 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7965: 0s - loss: 0.4307 - accuracy: 0.79 - ETA: 0s - loss: 0.4318 - accura Epoch 233/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4301 - accuracy: 0.7974: 0s - loss: 0 Epoch 234/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4308 - accuracy: 0.7963 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7979 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7946 Epoch 237/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.7985: 0s - loss: 0.4291 - ac - ETA: 0s - loss: 0.4302 Epoch 238/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4307 - accuracy: 0.7974 Epoch 239/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4303 - accuracy: 0.7969: 1s - l Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7986 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7963 Epoch 242/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7944 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7959 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7963 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7975 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7980 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7966 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7985 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7968 Epoch 250/500 718/718 [==============================] - 1s 983us/step - loss: 0.4306 - accuracy: 0.7973 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7962 Epoch 252/500 718/718 [==============================] - 1s 950us/step - loss: 0.4306 - accuracy: 0.7978 Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7952 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7980 Epoch 255/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.7967: 0s - loss: 0 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7951 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7951 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7961 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7968 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7965 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7956: 0s - loss: 0.4342 - accura Epoch 262/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7979 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7936: 0s - loss: 0.4296 Epoch 264/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7970 Epoch 265/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7957 Epoch 266/500 718/718 [==============================] - 1s 988us/step - loss: 0.4308 - accuracy: 0.7957 Epoch 267/500 718/718 [==============================] - 1s 981us/step - loss: 0.4307 - accuracy: 0.79640s - loss: 0.4284 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7967 Epoch 269/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7963 Epoch 270/500 718/718 [==============================] - 1s 896us/step - loss: 0.4300 - accuracy: 0.7965 Epoch 271/500 718/718 [==============================] - 1s 914us/step - loss: 0.4306 - accuracy: 0.7949 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7973 Epoch 273/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4304 - accuracy: 0.7963 Epoch 274/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.7973 Epoch 275/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4295 - accuracy: 0.7955 Epoch 276/500 718/718 [==============================] - 3s 3ms/step - loss: 0.4299 - accuracy: 0.7982 Epoch 277/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7977 Epoch 278/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4289 - accuracy: 0.7956 Epoch 279/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4290 - accuracy: 0.7966 Epoch 280/500 718/718 [==============================] - 1s 918us/step - loss: 0.4294 - accuracy: 0.7954 Epoch 281/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7984 Epoch 282/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4288 - accuracy: 0.7976 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7970 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7956 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7963 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7947 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7977 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7930 Epoch 289/500 718/718 [==============================] - 1s 900us/step - loss: 0.4289 - accuracy: 0.7965 Epoch 290/500 718/718 [==============================] - 1s 857us/step - loss: 0.4287 - accuracy: 0.7982 Epoch 291/500 718/718 [==============================] - 1s 890us/step - loss: 0.4289 - accuracy: 0.7950 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7959 Epoch 293/500 718/718 [==============================] - 1s 916us/step - loss: 0.4287 - accuracy: 0.7967 Epoch 294/500 718/718 [==============================] - 1s 977us/step - loss: 0.4286 - accuracy: 0.7969 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7953 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7969 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7967: 0s - loss: 0.4 Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7974 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7964 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7977 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7956 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7981 Epoch 303/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4289 - accuracy: 0.7966 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7969 Epoch 305/500 718/718 [==============================] - 1s 948us/step - loss: 0.4279 - accuracy: 0.7977 Epoch 306/500 718/718 [==============================] - 1s 871us/step - loss: 0.4285 - accuracy: 0.7963 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7981 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7978: 0s - loss: 0.4272 - accuracy: 0.79 - ETA: 0s - loss: 0.4284 - accuracy: Epoch 309/500 718/718 [==============================] - 1s 930us/step - loss: 0.4287 - accuracy: 0.7963 Epoch 310/500 718/718 [==============================] - 1s 870us/step - loss: 0.4284 - accuracy: 0.7968 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7965 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7955: 0s - loss: Epoch 313/500 718/718 [==============================] - 1s 920us/step - loss: 0.4283 - accuracy: 0.79790s - loss: 0.4288 Epoch 314/500 718/718 [==============================] - 1s 891us/step - loss: 0.4282 - accuracy: 0.7957 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7949: 0s - loss: 0.427 Epoch 316/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4288 - accuracy: 0.7999 Epoch 317/500 718/718 [==============================] - 1s 975us/step - loss: 0.4287 - accuracy: 0.7956 Epoch 318/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.7972 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7993 Epoch 320/500 718/718 [==============================] - 1s 950us/step - loss: 0.4282 - accuracy: 0.7961 Epoch 321/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7942 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7964 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7963: 0s - loss: 0.4280 - accuracy: 0.79 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7963 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7953 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7972 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7982 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7983 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7976 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7963 Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7942 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7945 Epoch 333/500 718/718 [==============================] - 1s 968us/step - loss: 0.4282 - accuracy: 0.7956 Epoch 334/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7962: 0s - loss: 0.4256 - accuracy: Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7948 Epoch 336/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7992 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7951 Epoch 338/500 718/718 [==============================] - 1s 993us/step - loss: 0.4284 - accuracy: 0.7958 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7952 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7983 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7950 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7973 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7933 Epoch 344/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7953 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7965 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7947 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7944 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7949 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7949 Epoch 350/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7977 Epoch 351/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7983 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7949 Epoch 353/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7944 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7949 Epoch 355/500 718/718 [==============================] - 1s 944us/step - loss: 0.4280 - accuracy: 0.7957 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7965 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7969 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7962 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7955 Epoch 360/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7957 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7960 Epoch 362/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7945 Epoch 363/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7973 Epoch 364/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7984 Epoch 365/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7981 Epoch 366/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7962 Epoch 367/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4272 - accuracy: 0.7970 Epoch 368/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7966: 0s - loss: 0 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7958 Epoch 370/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4280 - accuracy: 0.7959 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7971 Epoch 372/500 718/718 [==============================] - 1s 948us/step - loss: 0.4283 - accuracy: 0.7960 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7964 Epoch 374/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7954 Epoch 375/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4282 - accuracy: 0.7938 Epoch 376/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7965 Epoch 377/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4276 - accuracy: 0.7973 Epoch 378/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4281 - accuracy: 0.7956: 1s - loss: 0.4361 - accuracy: - ETA: 0s - l Epoch 379/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7957: 0s - loss: 0.4159 - accuracy - ETA: 0s - loss: 0.4160 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7959 Epoch 381/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4278 - accuracy: 0.7968 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7968 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7964 Epoch 384/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7985 Epoch 385/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7947 Epoch 386/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7936 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7971 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7976 Epoch 389/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7960 Epoch 390/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7965 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7954: 0s - loss: 0 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7974 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7945 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7966 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7965: 0s - loss: Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7936 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7956 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7976 Epoch 399/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7935 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7955 Epoch 401/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7959 Epoch 402/500 718/718 [==============================] - 1s 970us/step - loss: 0.4279 - accuracy: 0.7968 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7952 Epoch 404/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4273 - accuracy: 0.7945 Epoch 405/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7951 Epoch 406/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4282 - accuracy: 0.7952 Epoch 407/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7965 Epoch 408/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7971 Epoch 409/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4273 - accuracy: 0.7963 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7942 Epoch 411/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7958 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7951 Epoch 413/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7960 Epoch 414/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7957 Epoch 415/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4276 - accuracy: 0.7964 Epoch 416/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7979 Epoch 417/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7956 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7956 Epoch 419/500 718/718 [==============================] - 1s 888us/step - loss: 0.4283 - accuracy: 0.7956 Epoch 420/500 718/718 [==============================] - 1s 931us/step - loss: 0.4281 - accuracy: 0.7954 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7963 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7953 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7969 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7971 Epoch 425/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7956 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7954: 0s - loss: 0.428 Epoch 427/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7959 Epoch 428/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7976 Epoch 429/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7972 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7976 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7958 Epoch 432/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7971 Epoch 433/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4281 - accuracy: 0.7957 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7946 Epoch 435/500 718/718 [==============================] - 1s 963us/step - loss: 0.4278 - accuracy: 0.7976 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7963 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7976 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7969 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7961 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7956 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7952 Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7957 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7983 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7972 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7965: 0s - loss: 0.4258 - ac Epoch 446/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7977 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7959 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7970 Epoch 449/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7963 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7966 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7967: 0s - loss: 0.4268 - accuracy Epoch 452/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7957 Epoch 453/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4280 - accuracy: 0.7963 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7946 Epoch 455/500 718/718 [==============================] - 1s 924us/step - loss: 0.4275 - accuracy: 0.7948 Epoch 456/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4271 - accuracy: 0.7970 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7967 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7959 Epoch 459/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7974 Epoch 460/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7953 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7970 Epoch 462/500 718/718 [==============================] - ETA: 0s - loss: 0.4282 - accuracy: 0.79 - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7939 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7957 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7998 Epoch 465/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.7957 Epoch 466/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4273 - accuracy: 0.7984 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7958 Epoch 468/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7974 Epoch 469/500 718/718 [==============================] - 1s 971us/step - loss: 0.4279 - accuracy: 0.7963 Epoch 470/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7963 Epoch 471/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4273 - accuracy: 0.7965 Epoch 472/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7959 Epoch 473/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7948 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7989 Epoch 475/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7961 Epoch 476/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7929 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7979 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7956 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7983 Epoch 480/500 718/718 [==============================] - 1s 925us/step - loss: 0.4277 - accuracy: 0.7955 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7958 Epoch 482/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7964 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7980 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7968 Epoch 485/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7962 Epoch 486/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4272 - accuracy: 0.7987 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7969 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7957 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7963 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7973 Epoch 491/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4279 - accuracy: 0.7956 Epoch 492/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4268 - accuracy: 0.7971 Epoch 493/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7973: 0s - loss: 0.4264 - Epoch 494/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.7969 Epoch 495/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4271 - accuracy: 0.7975 Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7947 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7964 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7959 Epoch 499/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4276 - accuracy: 0.7976: 0s - los - ETA: 0s - loss: 0.4293 - accura Epoch 500/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4269 - accuracy: 0.7963 Epoch 1/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6231 - accuracy: 0.6495 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5457 - accuracy: 0.7537 Epoch 3/500 718/718 [==============================] - 1s 925us/step - loss: 0.5087 - accuracy: 0.7660 Epoch 4/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4902 - accuracy: 0.7663 Epoch 5/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4798 - accuracy: 0.7713 Epoch 6/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4738 - accuracy: 0.7722 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4707 - accuracy: 0.7715: 0s - loss: 0.4646 - Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4680 - accuracy: 0.7713 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7732 Epoch 10/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4631 - accuracy: 0.7746 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4611 - accuracy: 0.7781 Epoch 12/500 718/718 [==============================] - 1s 882us/step - loss: 0.4594 - accuracy: 0.7790 Epoch 13/500 718/718 [==============================] - 1s 850us/step - loss: 0.4575 - accuracy: 0.7791 Epoch 14/500 718/718 [==============================] - 1s 909us/step - loss: 0.4558 - accuracy: 0.7803 Epoch 15/500 718/718 [==============================] - 1s 971us/step - loss: 0.4532 - accuracy: 0.7811 Epoch 16/500 718/718 [==============================] - 1s 855us/step - loss: 0.4513 - accuracy: 0.7847 Epoch 17/500 718/718 [==============================] - 1s 888us/step - loss: 0.4492 - accuracy: 0.7854 Epoch 18/500 718/718 [==============================] - 1s 850us/step - loss: 0.4478 - accuracy: 0.7840 Epoch 19/500 718/718 [==============================] - 1s 935us/step - loss: 0.4468 - accuracy: 0.7866 Epoch 20/500 718/718 [==============================] - 1s 974us/step - loss: 0.4459 - accuracy: 0.78310s - loss: 0.4453 - accuracy: 0.78 Epoch 21/500 718/718 [==============================] - 1s 836us/step - loss: 0.4451 - accuracy: 0.7883 Epoch 22/500 718/718 [==============================] - 1s 886us/step - loss: 0.4449 - accuracy: 0.7867 Epoch 23/500 718/718 [==============================] - 1s 869us/step - loss: 0.4446 - accuracy: 0.7861 Epoch 24/500 718/718 [==============================] - 1s 996us/step - loss: 0.4443 - accuracy: 0.7864 Epoch 25/500 718/718 [==============================] - 1s 891us/step - loss: 0.4434 - accuracy: 0.7866 Epoch 26/500 718/718 [==============================] - 1s 875us/step - loss: 0.4433 - accuracy: 0.7872 Epoch 27/500 718/718 [==============================] - 1s 858us/step - loss: 0.4430 - accuracy: 0.7879 Epoch 28/500 718/718 [==============================] - 1s 915us/step - loss: 0.4431 - accuracy: 0.7889 Epoch 29/500 718/718 [==============================] - 1s 970us/step - loss: 0.4422 - accuracy: 0.7857 Epoch 30/500 718/718 [==============================] - 1s 852us/step - loss: 0.4417 - accuracy: 0.7887 Epoch 31/500 718/718 [==============================] - 1s 863us/step - loss: 0.4419 - accuracy: 0.7875 Epoch 32/500 718/718 [==============================] - 1s 854us/step - loss: 0.4414 - accuracy: 0.7884 Epoch 33/500 718/718 [==============================] - 1s 937us/step - loss: 0.4408 - accuracy: 0.7881 Epoch 34/500 718/718 [==============================] - 1s 924us/step - loss: 0.4406 - accuracy: 0.7898 Epoch 35/500 718/718 [==============================] - 1s 847us/step - loss: 0.4406 - accuracy: 0.7889 Epoch 36/500 718/718 [==============================] - 1s 866us/step - loss: 0.4404 - accuracy: 0.7886 Epoch 37/500 718/718 [==============================] - 1s 974us/step - loss: 0.4403 - accuracy: 0.7887 Epoch 38/500 718/718 [==============================] - 1s 957us/step - loss: 0.4398 - accuracy: 0.7888 Epoch 39/500 718/718 [==============================] - 1s 862us/step - loss: 0.4398 - accuracy: 0.7893 Epoch 40/500 718/718 [==============================] - 1s 847us/step - loss: 0.4398 - accuracy: 0.7904 Epoch 41/500 718/718 [==============================] - 1s 852us/step - loss: 0.4388 - accuracy: 0.7890 Epoch 42/500 718/718 [==============================] - 1s 919us/step - loss: 0.4392 - accuracy: 0.7895 Epoch 43/500 718/718 [==============================] - 1s 964us/step - loss: 0.4391 - accuracy: 0.7915 Epoch 44/500 718/718 [==============================] - 1s 844us/step - loss: 0.4393 - accuracy: 0.7902 Epoch 45/500 718/718 [==============================] - 1s 853us/step - loss: 0.4392 - accuracy: 0.7888 Epoch 46/500 718/718 [==============================] - 1s 862us/step - loss: 0.4383 - accuracy: 0.7893 Epoch 47/500 718/718 [==============================] - 1s 944us/step - loss: 0.4376 - accuracy: 0.7925 Epoch 48/500 718/718 [==============================] - 1s 937us/step - loss: 0.4383 - accuracy: 0.7883 Epoch 49/500 718/718 [==============================] - 1s 882us/step - loss: 0.4384 - accuracy: 0.7921 Epoch 50/500 718/718 [==============================] - 1s 848us/step - loss: 0.4381 - accuracy: 0.7906 Epoch 51/500 718/718 [==============================] - 1s 885us/step - loss: 0.4371 - accuracy: 0.7908 Epoch 52/500 718/718 [==============================] - 1s 967us/step - loss: 0.4371 - accuracy: 0.7893 Epoch 53/500 718/718 [==============================] - 1s 877us/step - loss: 0.4370 - accuracy: 0.7893 Epoch 54/500 718/718 [==============================] - 1s 865us/step - loss: 0.4368 - accuracy: 0.7910 Epoch 55/500 718/718 [==============================] - 1s 861us/step - loss: 0.4360 - accuracy: 0.7933 Epoch 56/500 718/718 [==============================] - 1s 920us/step - loss: 0.4366 - accuracy: 0.7900 Epoch 57/500 718/718 [==============================] - 1s 953us/step - loss: 0.4359 - accuracy: 0.7917 Epoch 58/500 718/718 [==============================] - 1s 859us/step - loss: 0.4368 - accuracy: 0.7929 Epoch 59/500 718/718 [==============================] - 1s 890us/step - loss: 0.4367 - accuracy: 0.7925 Epoch 60/500 718/718 [==============================] - 1s 862us/step - loss: 0.4360 - accuracy: 0.7912 Epoch 61/500 718/718 [==============================] - 1s 974us/step - loss: 0.4361 - accuracy: 0.7926 Epoch 62/500 718/718 [==============================] - 1s 928us/step - loss: 0.4363 - accuracy: 0.7907 Epoch 63/500 718/718 [==============================] - 1s 849us/step - loss: 0.4360 - accuracy: 0.7903 Epoch 64/500 718/718 [==============================] - 1s 850us/step - loss: 0.4356 - accuracy: 0.7910 Epoch 65/500 718/718 [==============================] - 1s 898us/step - loss: 0.4353 - accuracy: 0.7921 Epoch 66/500 718/718 [==============================] - 1s 955us/step - loss: 0.4354 - accuracy: 0.7915 Epoch 67/500 718/718 [==============================] - 1s 849us/step - loss: 0.4351 - accuracy: 0.7924 Epoch 68/500 718/718 [==============================] - 1s 867us/step - loss: 0.4359 - accuracy: 0.7925 Epoch 69/500 718/718 [==============================] - 1s 847us/step - loss: 0.4357 - accuracy: 0.7918 Epoch 70/500 718/718 [==============================] - 1s 925us/step - loss: 0.4354 - accuracy: 0.7921 Epoch 71/500 718/718 [==============================] - 1s 954us/step - loss: 0.4348 - accuracy: 0.7919 Epoch 72/500 718/718 [==============================] - 1s 860us/step - loss: 0.4351 - accuracy: 0.7937 Epoch 73/500 718/718 [==============================] - 1s 866us/step - loss: 0.4356 - accuracy: 0.7904 Epoch 74/500 718/718 [==============================] - 1s 972us/step - loss: 0.4349 - accuracy: 0.7942 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7922 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7923 Epoch 77/500 718/718 [==============================] - 1s 917us/step - loss: 0.4349 - accuracy: 0.7908 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7933 Epoch 79/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4351 - accuracy: 0.7936 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7898 Epoch 81/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4345 - accuracy: 0.7930 Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7929 Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7932 Epoch 84/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4347 - accuracy: 0.7922 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7929 Epoch 86/500 718/718 [==============================] - 1s 840us/step - loss: 0.4348 - accuracy: 0.7935 Epoch 87/500 718/718 [==============================] - 1s 940us/step - loss: 0.4341 - accuracy: 0.7922 Epoch 88/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4338 - accuracy: 0.7936 Epoch 89/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4342 - accuracy: 0.7922 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7928 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7914 Epoch 92/500 718/718 [==============================] - 1s 904us/step - loss: 0.4344 - accuracy: 0.7898 Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7913 Epoch 94/500 718/718 [==============================] - 1s 996us/step - loss: 0.4340 - accuracy: 0.7914 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7903: 0s - loss: 0.4317 - accura Epoch 96/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4340 - accuracy: 0.7922 Epoch 97/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4338 - accuracy: 0.7908 Epoch 98/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4338 - accuracy: 0.7927 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7918 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7948 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7908 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7930 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7916 Epoch 104/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4333 - accuracy: 0.7920 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7930 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7934 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7919 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7912 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7923 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7924 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7943 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7923 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7919 Epoch 114/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4330 - accuracy: 0.7945 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7941 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7932 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7911 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7915 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7922: 0s - loss: 0 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7942 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7919: 0s - loss: 0.4339 - accuracy Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7952 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7904 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7915 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7919 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7934 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7948 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7926 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7942: 0s - loss: 0.4258 - accu Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7922 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7934 Epoch 132/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4322 - accuracy: 0.7932 Epoch 133/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4323 - accuracy: 0.7911 Epoch 134/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4319 - accuracy: 0.7939 Epoch 135/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4323 - accuracy: 0.7909 Epoch 136/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4319 - accuracy: 0.7927 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7936 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7945 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7942 Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7935 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7939 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7934 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7924 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7935 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7924 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7925 Epoch 147/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4320 - accuracy: 0.7918 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7927 Epoch 149/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7952 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7925 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7942 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7916 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7946 Epoch 154/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7939 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7942 Epoch 156/500 718/718 [==============================] - 1s 998us/step - loss: 0.4316 - accuracy: 0.7950 Epoch 157/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7955 Epoch 158/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4317 - accuracy: 0.7939 Epoch 159/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7931: 0s - loss: 0.4383 - accura Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7944 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7957 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7935 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7914 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7938 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7946: 0s - loss: 0.435 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7942 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7941 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7943 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7942 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7961 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7948 Epoch 172/500 718/718 [==============================] - 1s 875us/step - loss: 0.4314 - accuracy: 0.7909 Epoch 173/500 718/718 [==============================] - 1s 875us/step - loss: 0.4317 - accuracy: 0.7941 Epoch 174/500 718/718 [==============================] - 1s 887us/step - loss: 0.4313 - accuracy: 0.7937 Epoch 175/500 718/718 [==============================] - 1s 938us/step - loss: 0.4311 - accuracy: 0.7926 Epoch 176/500 718/718 [==============================] - 1s 878us/step - loss: 0.4315 - accuracy: 0.7954 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7915 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7942 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7926 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7922 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7920 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7951 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7936 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7941 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7927 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7922 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7932 Epoch 188/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7924 Epoch 189/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4310 - accuracy: 0.7933: 0s - loss: 0.4285 - accu Epoch 190/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4314 - accuracy: 0.7916: 0s - los Epoch 191/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4314 - accuracy: 0.7917 Epoch 192/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4309 - accuracy: 0.7922 Epoch 193/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4317 - accuracy: 0.7933 Epoch 194/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4310 - accuracy: 0.7947: 0s Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7930 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7915 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7915 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7921 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7936 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7922 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7944 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7948 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7947 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7946 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7940 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7932 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7956 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7940 Epoch 209/500 718/718 [==============================] - 1s 944us/step - loss: 0.4306 - accuracy: 0.7948 Epoch 210/500 718/718 [==============================] - 1s 927us/step - loss: 0.4306 - accuracy: 0.7924 Epoch 211/500 718/718 [==============================] - 1s 874us/step - loss: 0.4307 - accuracy: 0.7942 Epoch 212/500 718/718 [==============================] - 1s 904us/step - loss: 0.4310 - accuracy: 0.7936 Epoch 213/500 718/718 [==============================] - 1s 886us/step - loss: 0.4308 - accuracy: 0.7939 Epoch 214/500 718/718 [==============================] - 1s 880us/step - loss: 0.4308 - accuracy: 0.7938 Epoch 215/500 718/718 [==============================] - 1s 900us/step - loss: 0.4312 - accuracy: 0.7947 Epoch 216/500 718/718 [==============================] - 1s 957us/step - loss: 0.4312 - accuracy: 0.7921 Epoch 217/500 718/718 [==============================] - 1s 897us/step - loss: 0.4312 - accuracy: 0.7936 Epoch 218/500 718/718 [==============================] - 1s 926us/step - loss: 0.4311 - accuracy: 0.7915 Epoch 219/500 718/718 [==============================] - 1s 915us/step - loss: 0.4314 - accuracy: 0.7937 Epoch 220/500 718/718 [==============================] - 1s 879us/step - loss: 0.4306 - accuracy: 0.7946 Epoch 221/500 718/718 [==============================] - 1s 903us/step - loss: 0.4309 - accuracy: 0.7943 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7937 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7940: 0s - loss: 0.4270 - Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7929 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7923 Epoch 226/500 718/718 [==============================] - 1s 895us/step - loss: 0.4311 - accuracy: 0.7943 Epoch 227/500 718/718 [==============================] - 1s 876us/step - loss: 0.4312 - accuracy: 0.7941 Epoch 228/500 718/718 [==============================] - 1s 894us/step - loss: 0.4307 - accuracy: 0.7923 Epoch 229/500 718/718 [==============================] - 1s 878us/step - loss: 0.4308 - accuracy: 0.7933 Epoch 230/500 718/718 [==============================] - 1s 881us/step - loss: 0.4308 - accuracy: 0.7937 Epoch 231/500 718/718 [==============================] - 1s 881us/step - loss: 0.4309 - accuracy: 0.7927 Epoch 232/500 718/718 [==============================] - 1s 880us/step - loss: 0.4311 - accuracy: 0.7929 Epoch 233/500 718/718 [==============================] - 1s 879us/step - loss: 0.4309 - accuracy: 0.7936 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7929: 0s - loss: 0.4317 - accura Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7945 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7911 Epoch 237/500 718/718 [==============================] - 1s 992us/step - loss: 0.4300 - accuracy: 0.7938 Epoch 238/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7931 Epoch 239/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7922 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7936 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7942 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7922 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7917: 0s - loss: 0.4350 - accuracy: Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7933 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7911 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7948 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7942 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7921: 0s - loss: 0.4286 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7926 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7929 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7962 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7945: 0s - loss: 0.4265 - Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7936 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7936 Epoch 255/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7952 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7927 Epoch 257/500 718/718 [==============================] - 1s 990us/step - loss: 0.4311 - accuracy: 0.7933 Epoch 258/500 718/718 [==============================] - 1s 894us/step - loss: 0.4303 - accuracy: 0.7942 Epoch 259/500 718/718 [==============================] - 1s 891us/step - loss: 0.4305 - accuracy: 0.7949 Epoch 260/500 718/718 [==============================] - 1s 873us/step - loss: 0.4301 - accuracy: 0.7942 Epoch 261/500 718/718 [==============================] - 1s 891us/step - loss: 0.4308 - accuracy: 0.7936 Epoch 262/500 718/718 [==============================] - 1s 869us/step - loss: 0.4309 - accuracy: 0.7947 Epoch 263/500 718/718 [==============================] - 1s 858us/step - loss: 0.4309 - accuracy: 0.7921 Epoch 264/500 718/718 [==============================] - 1s 880us/step - loss: 0.4300 - accuracy: 0.7940 Epoch 265/500 718/718 [==============================] - 1s 876us/step - loss: 0.4305 - accuracy: 0.79320s - loss: 0.4315 - accuracy Epoch 266/500 718/718 [==============================] - 1s 862us/step - loss: 0.4305 - accuracy: 0.7929 Epoch 267/500 718/718 [==============================] - 1s 886us/step - loss: 0.4305 - accuracy: 0.7936 Epoch 268/500 718/718 [==============================] - 1s 967us/step - loss: 0.4301 - accuracy: 0.7929 Epoch 269/500 718/718 [==============================] - 1s 870us/step - loss: 0.4308 - accuracy: 0.7929 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7936 Epoch 271/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4302 - accuracy: 0.7928 Epoch 272/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4306 - accuracy: 0.7936 Epoch 273/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7937 Epoch 274/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7900: 0s - loss: 0.432 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7952 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7931 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7950 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7971 Epoch 279/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7949 Epoch 280/500 718/718 [==============================] - 1s 973us/step - loss: 0.4309 - accuracy: 0.7945 Epoch 281/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7943 Epoch 282/500 718/718 [==============================] - 1s 873us/step - loss: 0.4296 - accuracy: 0.7950 Epoch 283/500 718/718 [==============================] - 1s 895us/step - loss: 0.4304 - accuracy: 0.7938 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7949 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7936 Epoch 286/500 718/718 [==============================] - 1s 880us/step - loss: 0.4300 - accuracy: 0.7956 Epoch 287/500 718/718 [==============================] - 1s 878us/step - loss: 0.4303 - accuracy: 0.7933 Epoch 288/500 718/718 [==============================] - 1s 885us/step - loss: 0.4305 - accuracy: 0.7925 Epoch 289/500 718/718 [==============================] - 1s 874us/step - loss: 0.4303 - accuracy: 0.7935 Epoch 290/500 718/718 [==============================] - 1s 892us/step - loss: 0.4303 - accuracy: 0.7941 Epoch 291/500 718/718 [==============================] - 1s 870us/step - loss: 0.4300 - accuracy: 0.7959 Epoch 292/500 718/718 [==============================] - 1s 876us/step - loss: 0.4303 - accuracy: 0.7934 Epoch 293/500 718/718 [==============================] - 1s 899us/step - loss: 0.4301 - accuracy: 0.7945 Epoch 294/500 718/718 [==============================] - 1s 862us/step - loss: 0.4299 - accuracy: 0.7933 Epoch 295/500 718/718 [==============================] - 1s 887us/step - loss: 0.4308 - accuracy: 0.7930 Epoch 296/500 718/718 [==============================] - 1s 867us/step - loss: 0.4305 - accuracy: 0.7949 Epoch 297/500 718/718 [==============================] - 1s 866us/step - loss: 0.4304 - accuracy: 0.7924 Epoch 298/500 718/718 [==============================] - 1s 876us/step - loss: 0.4303 - accuracy: 0.7946 Epoch 299/500 718/718 [==============================] - 1s 924us/step - loss: 0.4307 - accuracy: 0.79330s - loss: 0.4238 - Epoch 300/500 718/718 [==============================] - 1s 854us/step - loss: 0.4306 - accuracy: 0.7930 Epoch 301/500 718/718 [==============================] - 1s 885us/step - loss: 0.4308 - accuracy: 0.7932 Epoch 302/500 718/718 [==============================] - 1s 878us/step - loss: 0.4301 - accuracy: 0.7940 Epoch 303/500 718/718 [==============================] - 1s 878us/step - loss: 0.4301 - accuracy: 0.7945 Epoch 304/500 718/718 [==============================] - 1s 896us/step - loss: 0.4299 - accuracy: 0.7945 Epoch 305/500 718/718 [==============================] - 1s 884us/step - loss: 0.4302 - accuracy: 0.7974 Epoch 306/500 718/718 [==============================] - 1s 894us/step - loss: 0.4306 - accuracy: 0.7948 Epoch 307/500 718/718 [==============================] - 1s 888us/step - loss: 0.4304 - accuracy: 0.7926 Epoch 308/500 718/718 [==============================] - 1s 858us/step - loss: 0.4302 - accuracy: 0.7938 Epoch 309/500 718/718 [==============================] - 1s 881us/step - loss: 0.4300 - accuracy: 0.7932 Epoch 310/500 718/718 [==============================] - 1s 878us/step - loss: 0.4299 - accuracy: 0.7937 Epoch 311/500 718/718 [==============================] - 1s 868us/step - loss: 0.4306 - accuracy: 0.7943 Epoch 312/500 718/718 [==============================] - 1s 882us/step - loss: 0.4299 - accuracy: 0.7925 Epoch 313/500 718/718 [==============================] - 1s 864us/step - loss: 0.4304 - accuracy: 0.7936 Epoch 314/500 718/718 [==============================] - 1s 876us/step - loss: 0.4302 - accuracy: 0.7942 Epoch 315/500 718/718 [==============================] - 1s 891us/step - loss: 0.4297 - accuracy: 0.7949 Epoch 316/500 718/718 [==============================] - 1s 856us/step - loss: 0.4298 - accuracy: 0.7948 Epoch 317/500 718/718 [==============================] - 1s 873us/step - loss: 0.4304 - accuracy: 0.7922 Epoch 318/500 718/718 [==============================] - 1s 882us/step - loss: 0.4293 - accuracy: 0.7952 Epoch 319/500 718/718 [==============================] - 1s 859us/step - loss: 0.4300 - accuracy: 0.7925 Epoch 320/500 718/718 [==============================] - 1s 894us/step - loss: 0.4300 - accuracy: 0.7971 Epoch 321/500 718/718 [==============================] - 1s 873us/step - loss: 0.4293 - accuracy: 0.7958 Epoch 322/500 718/718 [==============================] - 1s 857us/step - loss: 0.4295 - accuracy: 0.7957 Epoch 323/500 718/718 [==============================] - 1s 890us/step - loss: 0.4297 - accuracy: 0.7928 Epoch 324/500 718/718 [==============================] - 1s 861us/step - loss: 0.4295 - accuracy: 0.7943 Epoch 325/500 718/718 [==============================] - 1s 883us/step - loss: 0.4291 - accuracy: 0.7947 Epoch 326/500 718/718 [==============================] - 1s 876us/step - loss: 0.4293 - accuracy: 0.7946 Epoch 327/500 718/718 [==============================] - 1s 858us/step - loss: 0.4294 - accuracy: 0.7940 Epoch 328/500 718/718 [==============================] - 1s 879us/step - loss: 0.4293 - accuracy: 0.7934 Epoch 329/500 718/718 [==============================] - 1s 864us/step - loss: 0.4288 - accuracy: 0.7932 Epoch 330/500 718/718 [==============================] - 1s 857us/step - loss: 0.4295 - accuracy: 0.7932 Epoch 331/500 718/718 [==============================] - 1s 876us/step - loss: 0.4292 - accuracy: 0.7936 Epoch 332/500 718/718 [==============================] - 1s 862us/step - loss: 0.4300 - accuracy: 0.7960 Epoch 333/500 718/718 [==============================] - 1s 867us/step - loss: 0.4293 - accuracy: 0.7969 Epoch 334/500 718/718 [==============================] - 1s 869us/step - loss: 0.4295 - accuracy: 0.7950 Epoch 335/500 718/718 [==============================] - 1s 859us/step - loss: 0.4289 - accuracy: 0.7949 Epoch 336/500 718/718 [==============================] - 1s 882us/step - loss: 0.4295 - accuracy: 0.7967 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7942 Epoch 338/500 718/718 [==============================] - 1s 883us/step - loss: 0.4291 - accuracy: 0.7958 Epoch 339/500 718/718 [==============================] - 1s 861us/step - loss: 0.4289 - accuracy: 0.7937 Epoch 340/500 718/718 [==============================] - 1s 869us/step - loss: 0.4287 - accuracy: 0.7969 Epoch 341/500 718/718 [==============================] - 1s 863us/step - loss: 0.4290 - accuracy: 0.7956 Epoch 342/500 718/718 [==============================] - 1s 876us/step - loss: 0.4290 - accuracy: 0.7944 Epoch 343/500 718/718 [==============================] - 1s 846us/step - loss: 0.4295 - accuracy: 0.7950 Epoch 344/500 718/718 [==============================] - 1s 879us/step - loss: 0.4293 - accuracy: 0.7949 Epoch 345/500 718/718 [==============================] - 1s 887us/step - loss: 0.4288 - accuracy: 0.7949 Epoch 346/500 718/718 [==============================] - 1s 859us/step - loss: 0.4289 - accuracy: 0.7943 Epoch 347/500 718/718 [==============================] - 1s 862us/step - loss: 0.4292 - accuracy: 0.7963 Epoch 348/500 718/718 [==============================] - 1s 883us/step - loss: 0.4291 - accuracy: 0.7956 Epoch 349/500 718/718 [==============================] - 1s 854us/step - loss: 0.4289 - accuracy: 0.7949 Epoch 350/500 718/718 [==============================] - 1s 877us/step - loss: 0.4295 - accuracy: 0.7975 Epoch 351/500 718/718 [==============================] - 1s 852us/step - loss: 0.4290 - accuracy: 0.7942 Epoch 352/500 718/718 [==============================] - 1s 881us/step - loss: 0.4287 - accuracy: 0.7952 Epoch 353/500 718/718 [==============================] - 1s 879us/step - loss: 0.4286 - accuracy: 0.7959 Epoch 354/500 718/718 [==============================] - 1s 860us/step - loss: 0.4289 - accuracy: 0.7965 Epoch 355/500 718/718 [==============================] - 1s 865us/step - loss: 0.4293 - accuracy: 0.7948 Epoch 356/500 718/718 [==============================] - 1s 884us/step - loss: 0.4287 - accuracy: 0.7955 Epoch 357/500 718/718 [==============================] - 1s 851us/step - loss: 0.4292 - accuracy: 0.7963 Epoch 358/500 718/718 [==============================] - 1s 868us/step - loss: 0.4288 - accuracy: 0.7956 Epoch 359/500 718/718 [==============================] - 1s 852us/step - loss: 0.4290 - accuracy: 0.7969 Epoch 360/500 718/718 [==============================] - 1s 881us/step - loss: 0.4295 - accuracy: 0.7937 Epoch 361/500 718/718 [==============================] - 1s 885us/step - loss: 0.4289 - accuracy: 0.79500s - loss: 0.4315 - accuracy: 0. Epoch 362/500 718/718 [==============================] - 1s 868us/step - loss: 0.4289 - accuracy: 0.7947 Epoch 363/500 718/718 [==============================] - 1s 862us/step - loss: 0.4290 - accuracy: 0.7963 Epoch 364/500 718/718 [==============================] - 1s 874us/step - loss: 0.4291 - accuracy: 0.7960 Epoch 365/500 718/718 [==============================] - 1s 855us/step - loss: 0.4288 - accuracy: 0.7968 Epoch 366/500 718/718 [==============================] - 1s 875us/step - loss: 0.4285 - accuracy: 0.7970 Epoch 367/500 718/718 [==============================] - 1s 858us/step - loss: 0.4288 - accuracy: 0.7975 Epoch 368/500 718/718 [==============================] - 1s 890us/step - loss: 0.4289 - accuracy: 0.7943 Epoch 369/500 718/718 [==============================] - 1s 869us/step - loss: 0.4279 - accuracy: 0.7956 Epoch 370/500 718/718 [==============================] - 1s 855us/step - loss: 0.4287 - accuracy: 0.7951 Epoch 371/500 718/718 [==============================] - 1s 875us/step - loss: 0.4289 - accuracy: 0.7949 Epoch 372/500 718/718 [==============================] - 1s 881us/step - loss: 0.4284 - accuracy: 0.7973 Epoch 373/500 718/718 [==============================] - 1s 880us/step - loss: 0.4289 - accuracy: 0.7969 Epoch 374/500 718/718 [==============================] - 1s 857us/step - loss: 0.4283 - accuracy: 0.7958 Epoch 375/500 718/718 [==============================] - 1s 865us/step - loss: 0.4282 - accuracy: 0.7965 Epoch 376/500 718/718 [==============================] - 1s 944us/step - loss: 0.4283 - accuracy: 0.7968 Epoch 377/500 718/718 [==============================] - 1s 889us/step - loss: 0.4288 - accuracy: 0.7966 Epoch 378/500 718/718 [==============================] - 1s 862us/step - loss: 0.4284 - accuracy: 0.7986 Epoch 379/500 718/718 [==============================] - 1s 870us/step - loss: 0.4280 - accuracy: 0.7956 Epoch 380/500 718/718 [==============================] - 1s 958us/step - loss: 0.4292 - accuracy: 0.7967 Epoch 381/500 718/718 [==============================] - 1s 871us/step - loss: 0.4283 - accuracy: 0.7976 Epoch 382/500 718/718 [==============================] - 1s 862us/step - loss: 0.4288 - accuracy: 0.7956 Epoch 383/500 718/718 [==============================] - 1s 873us/step - loss: 0.4284 - accuracy: 0.7957 Epoch 384/500 718/718 [==============================] - 1s 868us/step - loss: 0.4280 - accuracy: 0.7956 Epoch 385/500 718/718 [==============================] - 1s 877us/step - loss: 0.4285 - accuracy: 0.7968 Epoch 386/500 718/718 [==============================] - 1s 866us/step - loss: 0.4281 - accuracy: 0.7951 Epoch 387/500 718/718 [==============================] - 1s 866us/step - loss: 0.4285 - accuracy: 0.7954 Epoch 388/500 718/718 [==============================] - 1s 882us/step - loss: 0.4283 - accuracy: 0.7949 Epoch 389/500 718/718 [==============================] - 1s 861us/step - loss: 0.4277 - accuracy: 0.7933 Epoch 390/500 718/718 [==============================] - 1s 874us/step - loss: 0.4282 - accuracy: 0.7949 Epoch 391/500 718/718 [==============================] - 1s 906us/step - loss: 0.4285 - accuracy: 0.7979 Epoch 392/500 718/718 [==============================] - 1s 863us/step - loss: 0.4281 - accuracy: 0.7968 Epoch 393/500 718/718 [==============================] - 1s 878us/step - loss: 0.4279 - accuracy: 0.7941 Epoch 394/500 718/718 [==============================] - 1s 874us/step - loss: 0.4283 - accuracy: 0.7964 Epoch 395/500 718/718 [==============================] - 1s 861us/step - loss: 0.4283 - accuracy: 0.7949 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7968 Epoch 397/500 718/718 [==============================] - 1s 881us/step - loss: 0.4281 - accuracy: 0.7970 Epoch 398/500 718/718 [==============================] - 1s 887us/step - loss: 0.4276 - accuracy: 0.7979 Epoch 399/500 718/718 [==============================] - 1s 895us/step - loss: 0.4281 - accuracy: 0.7952 Epoch 400/500 718/718 [==============================] - 1s 865us/step - loss: 0.4282 - accuracy: 0.7953 Epoch 401/500 718/718 [==============================] - 1s 878us/step - loss: 0.4279 - accuracy: 0.7959 Epoch 402/500 718/718 [==============================] - 1s 876us/step - loss: 0.4283 - accuracy: 0.7982 Epoch 403/500 718/718 [==============================] - 1s 860us/step - loss: 0.4282 - accuracy: 0.7965 Epoch 404/500 718/718 [==============================] - 1s 878us/step - loss: 0.4272 - accuracy: 0.7979 Epoch 405/500 718/718 [==============================] - 1s 878us/step - loss: 0.4285 - accuracy: 0.7963 Epoch 406/500 718/718 [==============================] - 1s 856us/step - loss: 0.4276 - accuracy: 0.7965 Epoch 407/500 718/718 [==============================] - 1s 880us/step - loss: 0.4284 - accuracy: 0.7964 Epoch 408/500 718/718 [==============================] - 1s 878us/step - loss: 0.4278 - accuracy: 0.7967 Epoch 409/500 718/718 [==============================] - 1s 878us/step - loss: 0.4277 - accuracy: 0.7963 Epoch 410/500 718/718 [==============================] - 1s 869us/step - loss: 0.4276 - accuracy: 0.7944 Epoch 411/500 718/718 [==============================] - 1s 853us/step - loss: 0.4281 - accuracy: 0.7979 Epoch 412/500 718/718 [==============================] - 1s 981us/step - loss: 0.4272 - accuracy: 0.7979 Epoch 413/500 718/718 [==============================] - 1s 885us/step - loss: 0.4278 - accuracy: 0.7951 Epoch 414/500 718/718 [==============================] - 1s 853us/step - loss: 0.4278 - accuracy: 0.79770s - loss: 0.4255 - accuracy Epoch 415/500 718/718 [==============================] - 1s 883us/step - loss: 0.4281 - accuracy: 0.7958 Epoch 416/500 718/718 [==============================] - 1s 873us/step - loss: 0.4276 - accuracy: 0.7958 Epoch 417/500 718/718 [==============================] - 1s 868us/step - loss: 0.4280 - accuracy: 0.7964 Epoch 418/500 718/718 [==============================] - 1s 874us/step - loss: 0.4282 - accuracy: 0.7958 Epoch 419/500 718/718 [==============================] - 1s 862us/step - loss: 0.4274 - accuracy: 0.7956 Epoch 420/500 718/718 [==============================] - 1s 879us/step - loss: 0.4282 - accuracy: 0.7974 Epoch 421/500 718/718 [==============================] - 1s 878us/step - loss: 0.4274 - accuracy: 0.7978 Epoch 422/500 718/718 [==============================] - 1s 857us/step - loss: 0.4273 - accuracy: 0.7975 Epoch 423/500 718/718 [==============================] - 1s 865us/step - loss: 0.4279 - accuracy: 0.7945 Epoch 424/500 718/718 [==============================] - 1s 872us/step - loss: 0.4283 - accuracy: 0.7973 Epoch 425/500 718/718 [==============================] - 1s 857us/step - loss: 0.4279 - accuracy: 0.7956 Epoch 426/500 718/718 [==============================] - 1s 874us/step - loss: 0.4280 - accuracy: 0.7963 Epoch 427/500 718/718 [==============================] - 1s 873us/step - loss: 0.4281 - accuracy: 0.7963 Epoch 428/500 718/718 [==============================] - 1s 857us/step - loss: 0.4280 - accuracy: 0.7966 Epoch 429/500 718/718 [==============================] - 1s 868us/step - loss: 0.4278 - accuracy: 0.7961 Epoch 430/500 718/718 [==============================] - 1s 859us/step - loss: 0.4277 - accuracy: 0.7969 Epoch 431/500 718/718 [==============================] - 1s 883us/step - loss: 0.4273 - accuracy: 0.7978 Epoch 432/500 718/718 [==============================] - 1s 876us/step - loss: 0.4276 - accuracy: 0.7961 Epoch 433/500 718/718 [==============================] - 1s 874us/step - loss: 0.4279 - accuracy: 0.79700s - loss: 0.4282 - accuracy: 0.79 Epoch 434/500 718/718 [==============================] - 1s 881us/step - loss: 0.4280 - accuracy: 0.7945 Epoch 435/500 718/718 [==============================] - 1s 875us/step - loss: 0.4276 - accuracy: 0.7957 Epoch 436/500 718/718 [==============================] - 1s 865us/step - loss: 0.4279 - accuracy: 0.7958 Epoch 437/500 718/718 [==============================] - 1s 865us/step - loss: 0.4278 - accuracy: 0.7954 Epoch 438/500 718/718 [==============================] - 1s 858us/step - loss: 0.4276 - accuracy: 0.7982 Epoch 439/500 718/718 [==============================] - 1s 873us/step - loss: 0.4279 - accuracy: 0.7951 Epoch 440/500 718/718 [==============================] - 1s 883us/step - loss: 0.4274 - accuracy: 0.7979 Epoch 441/500 718/718 [==============================] - 1s 862us/step - loss: 0.4276 - accuracy: 0.7968 Epoch 442/500 718/718 [==============================] - 1s 874us/step - loss: 0.4274 - accuracy: 0.7962 Epoch 443/500 718/718 [==============================] - 1s 875us/step - loss: 0.4273 - accuracy: 0.7983 Epoch 444/500 718/718 [==============================] - 1s 861us/step - loss: 0.4274 - accuracy: 0.7972 Epoch 445/500 718/718 [==============================] - 1s 881us/step - loss: 0.4276 - accuracy: 0.7955 Epoch 446/500 718/718 [==============================] - 1s 860us/step - loss: 0.4274 - accuracy: 0.7958 Epoch 447/500 718/718 [==============================] - 1s 888us/step - loss: 0.4276 - accuracy: 0.7972 Epoch 448/500 718/718 [==============================] - 1s 873us/step - loss: 0.4274 - accuracy: 0.7971 Epoch 449/500 718/718 [==============================] - 1s 862us/step - loss: 0.4284 - accuracy: 0.7959 Epoch 450/500 718/718 [==============================] - 1s 878us/step - loss: 0.4277 - accuracy: 0.7969 Epoch 451/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7976 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7966 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7968 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7976 Epoch 455/500 718/718 [==============================] - 1s 964us/step - loss: 0.4277 - accuracy: 0.7949 Epoch 456/500 718/718 [==============================] - 1s 946us/step - loss: 0.4276 - accuracy: 0.7969 Epoch 457/500 718/718 [==============================] - 1s 879us/step - loss: 0.4271 - accuracy: 0.7983 Epoch 458/500 718/718 [==============================] - 1s 844us/step - loss: 0.4272 - accuracy: 0.7974 Epoch 459/500 718/718 [==============================] - 1s 910us/step - loss: 0.4274 - accuracy: 0.7977 Epoch 460/500 718/718 [==============================] - 1s 953us/step - loss: 0.4277 - accuracy: 0.7950 Epoch 461/500 718/718 [==============================] - 1s 902us/step - loss: 0.4271 - accuracy: 0.7980 Epoch 462/500 718/718 [==============================] - 1s 875us/step - loss: 0.4278 - accuracy: 0.7959 Epoch 463/500 718/718 [==============================] - 1s 949us/step - loss: 0.4275 - accuracy: 0.7954 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7960: 0s - loss: 0.4235 - accuracy: Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7953 Epoch 466/500 718/718 [==============================] - 1s 877us/step - loss: 0.4276 - accuracy: 0.7965 Epoch 467/500 718/718 [==============================] - 1s 931us/step - loss: 0.4278 - accuracy: 0.7962 Epoch 468/500 718/718 [==============================] - 1s 932us/step - loss: 0.4279 - accuracy: 0.7969 Epoch 469/500 718/718 [==============================] - 1s 865us/step - loss: 0.4279 - accuracy: 0.7981 Epoch 470/500 718/718 [==============================] - 1s 856us/step - loss: 0.4267 - accuracy: 0.7969 Epoch 471/500 718/718 [==============================] - 1s 866us/step - loss: 0.4277 - accuracy: 0.7976 Epoch 472/500 718/718 [==============================] - 1s 853us/step - loss: 0.4274 - accuracy: 0.7973 Epoch 473/500 718/718 [==============================] - 1s 865us/step - loss: 0.4270 - accuracy: 0.7987 Epoch 474/500 718/718 [==============================] - 1s 875us/step - loss: 0.4271 - accuracy: 0.79830s - loss: 0.4191 - accura Epoch 475/500 718/718 [==============================] - 1s 842us/step - loss: 0.4278 - accuracy: 0.7966 Epoch 476/500 718/718 [==============================] - 1s 875us/step - loss: 0.4281 - accuracy: 0.7953 Epoch 477/500 718/718 [==============================] - 1s 854us/step - loss: 0.4269 - accuracy: 0.7990 Epoch 478/500 718/718 [==============================] - 1s 845us/step - loss: 0.4274 - accuracy: 0.7973 Epoch 479/500 718/718 [==============================] - 1s 868us/step - loss: 0.4278 - accuracy: 0.7949 Epoch 480/500 718/718 [==============================] - 1s 844us/step - loss: 0.4273 - accuracy: 0.7960 Epoch 481/500 718/718 [==============================] - 1s 864us/step - loss: 0.4278 - accuracy: 0.7974 Epoch 482/500 718/718 [==============================] - 1s 861us/step - loss: 0.4277 - accuracy: 0.7982 Epoch 483/500 718/718 [==============================] - 1s 847us/step - loss: 0.4271 - accuracy: 0.7983 Epoch 484/500 718/718 [==============================] - 1s 864us/step - loss: 0.4274 - accuracy: 0.7967 Epoch 485/500 718/718 [==============================] - 1s 916us/step - loss: 0.4277 - accuracy: 0.7969 Epoch 486/500 718/718 [==============================] - 1s 850us/step - loss: 0.4273 - accuracy: 0.7956 Epoch 487/500 718/718 [==============================] - 1s 882us/step - loss: 0.4279 - accuracy: 0.7967 Epoch 488/500 718/718 [==============================] - 1s 856us/step - loss: 0.4275 - accuracy: 0.7961 Epoch 489/500 718/718 [==============================] - 1s 876us/step - loss: 0.4274 - accuracy: 0.7966 Epoch 490/500 718/718 [==============================] - 1s 878us/step - loss: 0.4271 - accuracy: 0.7987 Epoch 491/500 718/718 [==============================] - 1s 869us/step - loss: 0.4274 - accuracy: 0.7971 Epoch 492/500 718/718 [==============================] - 1s 891us/step - loss: 0.4279 - accuracy: 0.7962 Epoch 493/500 718/718 [==============================] - 1s 890us/step - loss: 0.4275 - accuracy: 0.7969 Epoch 494/500 718/718 [==============================] - 1s 856us/step - loss: 0.4272 - accuracy: 0.7976 Epoch 495/500 718/718 [==============================] - 1s 869us/step - loss: 0.4276 - accuracy: 0.7972 Epoch 496/500 718/718 [==============================] - 1s 860us/step - loss: 0.4269 - accuracy: 0.7957 Epoch 497/500 718/718 [==============================] - 1s 871us/step - loss: 0.4271 - accuracy: 0.7982 Epoch 498/500 718/718 [==============================] - 1s 870us/step - loss: 0.4279 - accuracy: 0.79670s - loss: 0.4277 - accuracy: 0. Epoch 499/500 718/718 [==============================] - 1s 855us/step - loss: 0.4275 - accuracy: 0.7949 Epoch 500/500 718/718 [==============================] - 1s 876us/step - loss: 0.4273 - accuracy: 0.7971 Epoch 1/500 718/718 [==============================] - 1s 890us/step - loss: 0.6045 - accuracy: 0.6734 Epoch 2/500 718/718 [==============================] - 1s 871us/step - loss: 0.5533 - accuracy: 0.7124 Epoch 3/500 718/718 [==============================] - 1s 878us/step - loss: 0.5459 - accuracy: 0.7161 Epoch 4/500 718/718 [==============================] - 1s 852us/step - loss: 0.5412 - accuracy: 0.7215 Epoch 5/500 718/718 [==============================] - 1s 885us/step - loss: 0.5359 - accuracy: 0.72580s - loss: 0.5425 - accura Epoch 6/500 718/718 [==============================] - 1s 853us/step - loss: 0.5285 - accuracy: 0.7332 Epoch 7/500 718/718 [==============================] - 1s 889us/step - loss: 0.5108 - accuracy: 0.7460 Epoch 8/500 718/718 [==============================] - 1s 879us/step - loss: 0.4833 - accuracy: 0.7650 Epoch 9/500 718/718 [==============================] - 1s 861us/step - loss: 0.4640 - accuracy: 0.7788 Epoch 10/500 718/718 [==============================] - 1s 868us/step - loss: 0.4551 - accuracy: 0.7822 Epoch 11/500 718/718 [==============================] - 1s 883us/step - loss: 0.4513 - accuracy: 0.7841 Epoch 12/500 718/718 [==============================] - 1s 863us/step - loss: 0.4484 - accuracy: 0.7855 Epoch 13/500 718/718 [==============================] - 1s 921us/step - loss: 0.4450 - accuracy: 0.7891 Epoch 14/500 718/718 [==============================] - 1s 858us/step - loss: 0.4436 - accuracy: 0.7904 Epoch 15/500 718/718 [==============================] - 1s 880us/step - loss: 0.4411 - accuracy: 0.7923 Epoch 16/500 718/718 [==============================] - 1s 870us/step - loss: 0.4382 - accuracy: 0.79560s - loss: 0.4342 - accu Epoch 17/500 718/718 [==============================] - 1s 883us/step - loss: 0.4378 - accuracy: 0.7925 Epoch 18/500 718/718 [==============================] - 1s 871us/step - loss: 0.4360 - accuracy: 0.7948 Epoch 19/500 718/718 [==============================] - 1s 896us/step - loss: 0.4351 - accuracy: 0.79380s - loss: 0.4384 - accuracy Epoch 20/500 718/718 [==============================] - 1s 856us/step - loss: 0.4332 - accuracy: 0.7956 Epoch 21/500 718/718 [==============================] - 1s 869us/step - loss: 0.4325 - accuracy: 0.7968 Epoch 22/500 718/718 [==============================] - 1s 861us/step - loss: 0.4326 - accuracy: 0.7935 Epoch 23/500 718/718 [==============================] - 1s 885us/step - loss: 0.4314 - accuracy: 0.7968 Epoch 24/500 718/718 [==============================] - 1s 876us/step - loss: 0.4304 - accuracy: 0.7997 Epoch 25/500 718/718 [==============================] - 1s 874us/step - loss: 0.4304 - accuracy: 0.7970 Epoch 26/500 718/718 [==============================] - 1s 878us/step - loss: 0.4304 - accuracy: 0.7968 Epoch 27/500 718/718 [==============================] - 1s 881us/step - loss: 0.4299 - accuracy: 0.7997 Epoch 28/500 718/718 [==============================] - 1s 868us/step - loss: 0.4291 - accuracy: 0.7969 Epoch 29/500 718/718 [==============================] - 1s 864us/step - loss: 0.4293 - accuracy: 0.7992 Epoch 30/500 718/718 [==============================] - 1s 874us/step - loss: 0.4296 - accuracy: 0.7975 Epoch 31/500 718/718 [==============================] - 1s 990us/step - loss: 0.4293 - accuracy: 0.7981 Epoch 32/500 718/718 [==============================] - 1s 887us/step - loss: 0.4295 - accuracy: 0.7990 Epoch 33/500 718/718 [==============================] - 1s 877us/step - loss: 0.4291 - accuracy: 0.8004 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7977 Epoch 35/500 718/718 [==============================] - 1s 876us/step - loss: 0.4285 - accuracy: 0.8007 Epoch 36/500 718/718 [==============================] - 1s 868us/step - loss: 0.4288 - accuracy: 0.7996 Epoch 37/500 718/718 [==============================] - 1s 876us/step - loss: 0.4287 - accuracy: 0.80020s - loss: 0.4262 - accuracy: Epoch 38/500 718/718 [==============================] - 1s 906us/step - loss: 0.4295 - accuracy: 0.7989 Epoch 39/500 718/718 [==============================] - 1s 860us/step - loss: 0.4287 - accuracy: 0.8010 Epoch 40/500 718/718 [==============================] - 1s 882us/step - loss: 0.4288 - accuracy: 0.7990 Epoch 41/500 718/718 [==============================] - 1s 873us/step - loss: 0.4287 - accuracy: 0.7981 Epoch 42/500 718/718 [==============================] - 1s 867us/step - loss: 0.4282 - accuracy: 0.7998 Epoch 43/500 718/718 [==============================] - 1s 875us/step - loss: 0.4277 - accuracy: 0.7994 Epoch 44/500 718/718 [==============================] - 1s 883us/step - loss: 0.4278 - accuracy: 0.7998 Epoch 45/500 718/718 [==============================] - 1s 865us/step - loss: 0.4290 - accuracy: 0.7997 Epoch 46/500 718/718 [==============================] - 1s 883us/step - loss: 0.4278 - accuracy: 0.8002 Epoch 47/500 718/718 [==============================] - 1s 854us/step - loss: 0.4282 - accuracy: 0.7996 Epoch 48/500 718/718 [==============================] - 1s 885us/step - loss: 0.4286 - accuracy: 0.7998 Epoch 49/500 718/718 [==============================] - 1s 882us/step - loss: 0.4282 - accuracy: 0.7978 Epoch 50/500 718/718 [==============================] - 1s 866us/step - loss: 0.4282 - accuracy: 0.8010 Epoch 51/500 718/718 [==============================] - 1s 875us/step - loss: 0.4284 - accuracy: 0.8013 Epoch 52/500 718/718 [==============================] - 1s 876us/step - loss: 0.4277 - accuracy: 0.7966 Epoch 53/500 718/718 [==============================] - 1s 855us/step - loss: 0.4276 - accuracy: 0.8003 Epoch 54/500 718/718 [==============================] - 1s 875us/step - loss: 0.4281 - accuracy: 0.7990 Epoch 55/500 718/718 [==============================] - 1s 883us/step - loss: 0.4279 - accuracy: 0.79970s - loss: 0.4241 - accuracy: 0. Epoch 56/500 718/718 [==============================] - 1s 876us/step - loss: 0.4282 - accuracy: 0.7994 Epoch 57/500 718/718 [==============================] - 1s 875us/step - loss: 0.4275 - accuracy: 0.7986 Epoch 58/500 718/718 [==============================] - 1s 858us/step - loss: 0.4280 - accuracy: 0.7976 Epoch 59/500 718/718 [==============================] - 1s 878us/step - loss: 0.4276 - accuracy: 0.8013 Epoch 60/500 718/718 [==============================] - 1s 870us/step - loss: 0.4277 - accuracy: 0.7978 Epoch 61/500 718/718 [==============================] - 1s 857us/step - loss: 0.4278 - accuracy: 0.7984 Epoch 62/500 718/718 [==============================] - 1s 875us/step - loss: 0.4273 - accuracy: 0.7998 Epoch 63/500 718/718 [==============================] - 1s 857us/step - loss: 0.4271 - accuracy: 0.8020 Epoch 64/500 718/718 [==============================] - 1s 860us/step - loss: 0.4277 - accuracy: 0.7995 Epoch 65/500 718/718 [==============================] - 1s 872us/step - loss: 0.4276 - accuracy: 0.8017 Epoch 66/500 718/718 [==============================] - 1s 868us/step - loss: 0.4279 - accuracy: 0.7989 Epoch 67/500 718/718 [==============================] - 1s 870us/step - loss: 0.4274 - accuracy: 0.7981 Epoch 68/500 718/718 [==============================] - 1s 871us/step - loss: 0.4276 - accuracy: 0.8014 Epoch 69/500 718/718 [==============================] - 1s 855us/step - loss: 0.4270 - accuracy: 0.8008 Epoch 70/500 718/718 [==============================] - 1s 886us/step - loss: 0.4276 - accuracy: 0.7997 Epoch 71/500 718/718 [==============================] - 1s 896us/step - loss: 0.4273 - accuracy: 0.8013 Epoch 72/500 718/718 [==============================] - 1s 866us/step - loss: 0.4267 - accuracy: 0.8014 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8012 Epoch 74/500 718/718 [==============================] - 1s 976us/step - loss: 0.4269 - accuracy: 0.8010 Epoch 75/500 718/718 [==============================] - 1s 865us/step - loss: 0.4278 - accuracy: 0.7997 Epoch 76/500 718/718 [==============================] - 1s 890us/step - loss: 0.4276 - accuracy: 0.7991 Epoch 77/500 718/718 [==============================] - 1s 875us/step - loss: 0.4268 - accuracy: 0.7994 Epoch 78/500 718/718 [==============================] - 1s 863us/step - loss: 0.4271 - accuracy: 0.7981 Epoch 79/500 718/718 [==============================] - 1s 880us/step - loss: 0.4259 - accuracy: 0.8010 Epoch 80/500 718/718 [==============================] - 1s 868us/step - loss: 0.4268 - accuracy: 0.8000 Epoch 81/500 718/718 [==============================] - 1s 874us/step - loss: 0.4258 - accuracy: 0.8030 Epoch 82/500 718/718 [==============================] - 1s 877us/step - loss: 0.4264 - accuracy: 0.8003 Epoch 83/500 718/718 [==============================] - 1s 854us/step - loss: 0.4259 - accuracy: 0.8010 Epoch 84/500 718/718 [==============================] - 1s 878us/step - loss: 0.4258 - accuracy: 0.8017 Epoch 85/500 718/718 [==============================] - 1s 865us/step - loss: 0.4256 - accuracy: 0.8010 Epoch 86/500 718/718 [==============================] - 1s 874us/step - loss: 0.4263 - accuracy: 0.8009 Epoch 87/500 718/718 [==============================] - 1s 896us/step - loss: 0.4254 - accuracy: 0.8015 Epoch 88/500 718/718 [==============================] - 1s 862us/step - loss: 0.4258 - accuracy: 0.8026 Epoch 89/500 718/718 [==============================] - 1s 871us/step - loss: 0.4261 - accuracy: 0.7994 Epoch 90/500 718/718 [==============================] - 1s 904us/step - loss: 0.4254 - accuracy: 0.8020 Epoch 91/500 718/718 [==============================] - 1s 854us/step - loss: 0.4254 - accuracy: 0.8021 Epoch 92/500 718/718 [==============================] - 1s 875us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 93/500 718/718 [==============================] - 1s 868us/step - loss: 0.4255 - accuracy: 0.8003 Epoch 94/500 718/718 [==============================] - 1s 897us/step - loss: 0.4260 - accuracy: 0.8013 Epoch 95/500 718/718 [==============================] - 1s 893us/step - loss: 0.4256 - accuracy: 0.7987 Epoch 96/500 718/718 [==============================] - 1s 883us/step - loss: 0.4249 - accuracy: 0.8009 Epoch 97/500 718/718 [==============================] - 1s 858us/step - loss: 0.4251 - accuracy: 0.8017 Epoch 98/500 718/718 [==============================] - 1s 875us/step - loss: 0.4256 - accuracy: 0.8017 Epoch 99/500 718/718 [==============================] - 1s 859us/step - loss: 0.4252 - accuracy: 0.8033 Epoch 100/500 718/718 [==============================] - 1s 884us/step - loss: 0.4255 - accuracy: 0.8013 Epoch 101/500 718/718 [==============================] - 1s 944us/step - loss: 0.4251 - accuracy: 0.8013 Epoch 102/500 718/718 [==============================] - 1s 862us/step - loss: 0.4251 - accuracy: 0.8023 Epoch 103/500 718/718 [==============================] - 1s 892us/step - loss: 0.4256 - accuracy: 0.8008 Epoch 104/500 718/718 [==============================] - 1s 878us/step - loss: 0.4254 - accuracy: 0.8009 Epoch 105/500 718/718 [==============================] - 1s 869us/step - loss: 0.4253 - accuracy: 0.8023 Epoch 106/500 718/718 [==============================] - 1s 887us/step - loss: 0.4249 - accuracy: 0.8030 Epoch 107/500 718/718 [==============================] - 1s 872us/step - loss: 0.4256 - accuracy: 0.8018 Epoch 108/500 718/718 [==============================] - 1s 860us/step - loss: 0.4252 - accuracy: 0.8002 Epoch 109/500 718/718 [==============================] - 1s 885us/step - loss: 0.4249 - accuracy: 0.8002 Epoch 110/500 718/718 [==============================] - 1s 861us/step - loss: 0.4259 - accuracy: 0.8016 Epoch 111/500 718/718 [==============================] - 1s 889us/step - loss: 0.4249 - accuracy: 0.7998 Epoch 112/500 718/718 [==============================] - 1s 870us/step - loss: 0.4257 - accuracy: 0.8010 Epoch 113/500 718/718 [==============================] - 1s 862us/step - loss: 0.4247 - accuracy: 0.8027 Epoch 114/500 718/718 [==============================] - 1s 878us/step - loss: 0.4253 - accuracy: 0.8013 Epoch 115/500 718/718 [==============================] - 1s 869us/step - loss: 0.4249 - accuracy: 0.8001 Epoch 116/500 718/718 [==============================] - 1s 857us/step - loss: 0.4251 - accuracy: 0.8016 Epoch 117/500 718/718 [==============================] - 1s 888us/step - loss: 0.4240 - accuracy: 0.8026 Epoch 118/500 718/718 [==============================] - 1s 854us/step - loss: 0.4253 - accuracy: 0.8024 Epoch 119/500 718/718 [==============================] - 1s 885us/step - loss: 0.4239 - accuracy: 0.8013 Epoch 120/500 718/718 [==============================] - 1s 871us/step - loss: 0.4239 - accuracy: 0.8024 Epoch 121/500 718/718 [==============================] - 1s 863us/step - loss: 0.4239 - accuracy: 0.8005 Epoch 122/500 718/718 [==============================] - 1s 872us/step - loss: 0.4235 - accuracy: 0.8017 Epoch 123/500 718/718 [==============================] - 1s 885us/step - loss: 0.4229 - accuracy: 0.8033 Epoch 124/500 718/718 [==============================] - 1s 861us/step - loss: 0.4232 - accuracy: 0.8019 Epoch 125/500 718/718 [==============================] - 1s 884us/step - loss: 0.4238 - accuracy: 0.8001 Epoch 126/500 718/718 [==============================] - 1s 878us/step - loss: 0.4235 - accuracy: 0.8025 Epoch 127/500 718/718 [==============================] - 1s 871us/step - loss: 0.4227 - accuracy: 0.8034 Epoch 128/500 718/718 [==============================] - 1s 876us/step - loss: 0.4231 - accuracy: 0.8029 Epoch 129/500 718/718 [==============================] - 1s 848us/step - loss: 0.4230 - accuracy: 0.8037 Epoch 130/500 718/718 [==============================] - 1s 911us/step - loss: 0.4224 - accuracy: 0.8028 Epoch 131/500 718/718 [==============================] - 1s 988us/step - loss: 0.4232 - accuracy: 0.7997 Epoch 132/500 718/718 [==============================] - 1s 862us/step - loss: 0.4222 - accuracy: 0.8032 Epoch 133/500 718/718 [==============================] - 1s 882us/step - loss: 0.4223 - accuracy: 0.8027 Epoch 134/500 718/718 [==============================] - 1s 876us/step - loss: 0.4223 - accuracy: 0.8038 Epoch 135/500 718/718 [==============================] - 1s 856us/step - loss: 0.4223 - accuracy: 0.8014 Epoch 136/500 718/718 [==============================] - 1s 867us/step - loss: 0.4221 - accuracy: 0.8016 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8016 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8030 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.7986: 0s - loss: 0.4202 - Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8023 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8020 Epoch 142/500 718/718 [==============================] - 1s 941us/step - loss: 0.4222 - accuracy: 0.8029 Epoch 143/500 718/718 [==============================] - 1s 896us/step - loss: 0.4219 - accuracy: 0.80370s - loss: 0.4259 - accuracy Epoch 144/500 718/718 [==============================] - 1s 865us/step - loss: 0.4218 - accuracy: 0.8031 Epoch 145/500 718/718 [==============================] - 1s 925us/step - loss: 0.4214 - accuracy: 0.8020 Epoch 146/500 718/718 [==============================] - 1s 964us/step - loss: 0.4213 - accuracy: 0.8053 Epoch 147/500 718/718 [==============================] - 1s 921us/step - loss: 0.4215 - accuracy: 0.8023 Epoch 148/500 718/718 [==============================] - 1s 881us/step - loss: 0.4223 - accuracy: 0.8022 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8019: 0s - loss: 0.4220 - accura Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8036: 0s - loss: 0.4200 - accuracy: Epoch 151/500 718/718 [==============================] - 1s 891us/step - loss: 0.4217 - accuracy: 0.8034 Epoch 152/500 718/718 [==============================] - 1s 870us/step - loss: 0.4206 - accuracy: 0.8055 Epoch 153/500 718/718 [==============================] - 1s 943us/step - loss: 0.4209 - accuracy: 0.8039 Epoch 154/500 718/718 [==============================] - 1s 956us/step - loss: 0.4206 - accuracy: 0.8032 Epoch 155/500 718/718 [==============================] - 1s 873us/step - loss: 0.4211 - accuracy: 0.8049 Epoch 156/500 718/718 [==============================] - 1s 869us/step - loss: 0.4206 - accuracy: 0.8039 Epoch 157/500 718/718 [==============================] - 1s 889us/step - loss: 0.4200 - accuracy: 0.8043 Epoch 158/500 718/718 [==============================] - 1s 872us/step - loss: 0.4201 - accuracy: 0.8037 Epoch 159/500 718/718 [==============================] - 1s 867us/step - loss: 0.4204 - accuracy: 0.8049 Epoch 160/500 718/718 [==============================] - 1s 871us/step - loss: 0.4205 - accuracy: 0.80330s - loss: 0.4196 - accuracy: 0.80 Epoch 161/500 718/718 [==============================] - 1s 859us/step - loss: 0.4198 - accuracy: 0.8032 Epoch 162/500 718/718 [==============================] - 1s 881us/step - loss: 0.4200 - accuracy: 0.8038 Epoch 163/500 718/718 [==============================] - 1s 881us/step - loss: 0.4199 - accuracy: 0.8051 Epoch 164/500 718/718 [==============================] - 1s 885us/step - loss: 0.4199 - accuracy: 0.8041 Epoch 165/500 718/718 [==============================] - 1s 871us/step - loss: 0.4199 - accuracy: 0.8060 Epoch 166/500 718/718 [==============================] - 1s 920us/step - loss: 0.4192 - accuracy: 0.8065 Epoch 167/500 718/718 [==============================] - 1s 846us/step - loss: 0.4192 - accuracy: 0.8039 Epoch 168/500 718/718 [==============================] - 1s 903us/step - loss: 0.4194 - accuracy: 0.8058 Epoch 169/500 718/718 [==============================] - 1s 861us/step - loss: 0.4188 - accuracy: 0.8044 Epoch 170/500 718/718 [==============================] - 1s 878us/step - loss: 0.4191 - accuracy: 0.8036 Epoch 171/500 718/718 [==============================] - 1s 891us/step - loss: 0.4195 - accuracy: 0.8047 Epoch 172/500 718/718 [==============================] - 1s 859us/step - loss: 0.4194 - accuracy: 0.8037 Epoch 173/500 718/718 [==============================] - 1s 885us/step - loss: 0.4197 - accuracy: 0.8055 Epoch 174/500 718/718 [==============================] - 1s 871us/step - loss: 0.4191 - accuracy: 0.8058 Epoch 175/500 718/718 [==============================] - 1s 857us/step - loss: 0.4191 - accuracy: 0.8066 Epoch 176/500 718/718 [==============================] - 1s 884us/step - loss: 0.4190 - accuracy: 0.8040 Epoch 177/500 718/718 [==============================] - 1s 875us/step - loss: 0.4184 - accuracy: 0.8053 Epoch 178/500 718/718 [==============================] - 1s 866us/step - loss: 0.4189 - accuracy: 0.8044 Epoch 179/500 718/718 [==============================] - 1s 891us/step - loss: 0.4178 - accuracy: 0.8057 Epoch 180/500 718/718 [==============================] - 1s 860us/step - loss: 0.4184 - accuracy: 0.8056 Epoch 181/500 718/718 [==============================] - 1s 867us/step - loss: 0.4186 - accuracy: 0.8058 Epoch 182/500 718/718 [==============================] - 1s 880us/step - loss: 0.4189 - accuracy: 0.8030 Epoch 183/500 718/718 [==============================] - 1s 854us/step - loss: 0.4187 - accuracy: 0.8059 Epoch 184/500 718/718 [==============================] - 1s 871us/step - loss: 0.4189 - accuracy: 0.8049 Epoch 185/500 718/718 [==============================] - 1s 866us/step - loss: 0.4186 - accuracy: 0.8040 Epoch 186/500 718/718 [==============================] - 1s 847us/step - loss: 0.4188 - accuracy: 0.8031 Epoch 187/500 718/718 [==============================] - 1s 857us/step - loss: 0.4180 - accuracy: 0.8053 Epoch 188/500 718/718 [==============================] - 1s 863us/step - loss: 0.4179 - accuracy: 0.8048 Epoch 189/500 718/718 [==============================] - 1s 864us/step - loss: 0.4179 - accuracy: 0.8060 Epoch 190/500 718/718 [==============================] - 1s 863us/step - loss: 0.4180 - accuracy: 0.8059 Epoch 191/500 718/718 [==============================] - 1s 843us/step - loss: 0.4180 - accuracy: 0.8045 Epoch 192/500 718/718 [==============================] - 1s 865us/step - loss: 0.4183 - accuracy: 0.8058 Epoch 193/500 718/718 [==============================] - 1s 843us/step - loss: 0.4178 - accuracy: 0.8072 Epoch 194/500 718/718 [==============================] - 1s 897us/step - loss: 0.4179 - accuracy: 0.8064 Epoch 195/500 718/718 [==============================] - 1s 859us/step - loss: 0.4186 - accuracy: 0.8052 Epoch 196/500 718/718 [==============================] - 1s 843us/step - loss: 0.4176 - accuracy: 0.8052 Epoch 197/500 718/718 [==============================] - 1s 855us/step - loss: 0.4179 - accuracy: 0.8048 Epoch 198/500 718/718 [==============================] - 1s 869us/step - loss: 0.4180 - accuracy: 0.8066 Epoch 199/500 718/718 [==============================] - 1s 864us/step - loss: 0.4174 - accuracy: 0.8077 Epoch 200/500 718/718 [==============================] - 1s 840us/step - loss: 0.4178 - accuracy: 0.8057 Epoch 201/500 718/718 [==============================] - 1s 848us/step - loss: 0.4178 - accuracy: 0.8051 Epoch 202/500 718/718 [==============================] - 1s 851us/step - loss: 0.4178 - accuracy: 0.8041 Epoch 203/500 718/718 [==============================] - 1s 932us/step - loss: 0.4162 - accuracy: 0.8084 Epoch 204/500 718/718 [==============================] - 1s 910us/step - loss: 0.4171 - accuracy: 0.8068 Epoch 205/500 718/718 [==============================] - 1s 891us/step - loss: 0.4171 - accuracy: 0.8034 Epoch 206/500 718/718 [==============================] - 1s 897us/step - loss: 0.4174 - accuracy: 0.8068 Epoch 207/500 718/718 [==============================] - 1s 928us/step - loss: 0.4165 - accuracy: 0.8072 Epoch 208/500 718/718 [==============================] - 1s 892us/step - loss: 0.4170 - accuracy: 0.80490s - loss: 0.4242 - accura Epoch 209/500 718/718 [==============================] - 1s 873us/step - loss: 0.4171 - accuracy: 0.8073 Epoch 210/500 718/718 [==============================] - 1s 869us/step - loss: 0.4175 - accuracy: 0.8058 Epoch 211/500 718/718 [==============================] - 1s 879us/step - loss: 0.4167 - accuracy: 0.8058 Epoch 212/500 718/718 [==============================] - 1s 883us/step - loss: 0.4165 - accuracy: 0.8037 Epoch 213/500 718/718 [==============================] - 1s 881us/step - loss: 0.4165 - accuracy: 0.8059 Epoch 214/500 718/718 [==============================] - 1s 871us/step - loss: 0.4162 - accuracy: 0.8049 Epoch 215/500 718/718 [==============================] - 1s 870us/step - loss: 0.4166 - accuracy: 0.8067 Epoch 216/500 718/718 [==============================] - 1s 858us/step - loss: 0.4173 - accuracy: 0.8064 Epoch 217/500 718/718 [==============================] - 1s 880us/step - loss: 0.4166 - accuracy: 0.8051 Epoch 218/500 718/718 [==============================] - 1s 861us/step - loss: 0.4165 - accuracy: 0.8043 Epoch 219/500 718/718 [==============================] - 1s 886us/step - loss: 0.4162 - accuracy: 0.8059 Epoch 220/500 718/718 [==============================] - 1s 870us/step - loss: 0.4161 - accuracy: 0.8053 Epoch 221/500 718/718 [==============================] - 1s 864us/step - loss: 0.4167 - accuracy: 0.8049 Epoch 222/500 718/718 [==============================] - 1s 877us/step - loss: 0.4159 - accuracy: 0.8065 Epoch 223/500 718/718 [==============================] - 1s 863us/step - loss: 0.4171 - accuracy: 0.8046 Epoch 224/500 718/718 [==============================] - 1s 871us/step - loss: 0.4169 - accuracy: 0.80550s - loss: 0.4158 - accuracy: 0.80 Epoch 225/500 718/718 [==============================] - 1s 878us/step - loss: 0.4156 - accuracy: 0.8089 Epoch 226/500 718/718 [==============================] - 1s 882us/step - loss: 0.4164 - accuracy: 0.80690s - loss: 0.4200 - accu Epoch 227/500 718/718 [==============================] - 1s 870us/step - loss: 0.4164 - accuracy: 0.8064 Epoch 228/500 718/718 [==============================] - 1s 878us/step - loss: 0.4156 - accuracy: 0.8078 Epoch 229/500 718/718 [==============================] - 1s 859us/step - loss: 0.4164 - accuracy: 0.8046 Epoch 230/500 718/718 [==============================] - 1s 877us/step - loss: 0.4163 - accuracy: 0.8079 Epoch 231/500 718/718 [==============================] - 1s 857us/step - loss: 0.4159 - accuracy: 0.8063 Epoch 232/500 718/718 [==============================] - 1s 870us/step - loss: 0.4152 - accuracy: 0.8071 Epoch 233/500 718/718 [==============================] - 1s 872us/step - loss: 0.4165 - accuracy: 0.8064 Epoch 234/500 718/718 [==============================] - 1s 854us/step - loss: 0.4163 - accuracy: 0.8069 Epoch 235/500 718/718 [==============================] - 1s 886us/step - loss: 0.4160 - accuracy: 0.8077 Epoch 236/500 718/718 [==============================] - 1s 909us/step - loss: 0.4159 - accuracy: 0.8070 Epoch 237/500 718/718 [==============================] - 1s 862us/step - loss: 0.4164 - accuracy: 0.8051 Epoch 238/500 718/718 [==============================] - 1s 882us/step - loss: 0.4157 - accuracy: 0.8064 Epoch 239/500 718/718 [==============================] - 1s 857us/step - loss: 0.4156 - accuracy: 0.8055 Epoch 240/500 718/718 [==============================] - 1s 894us/step - loss: 0.4161 - accuracy: 0.8064 Epoch 241/500 718/718 [==============================] - 1s 887us/step - loss: 0.4149 - accuracy: 0.8086 Epoch 242/500 718/718 [==============================] - 1s 856us/step - loss: 0.4160 - accuracy: 0.8080 Epoch 243/500 718/718 [==============================] - 1s 888us/step - loss: 0.4157 - accuracy: 0.8051 Epoch 244/500 718/718 [==============================] - 1s 883us/step - loss: 0.4151 - accuracy: 0.8070 Epoch 245/500 718/718 [==============================] - 1s 853us/step - loss: 0.4154 - accuracy: 0.8073 Epoch 246/500 718/718 [==============================] - 1s 896us/step - loss: 0.4153 - accuracy: 0.8073 Epoch 247/500 718/718 [==============================] - 1s 874us/step - loss: 0.4154 - accuracy: 0.8066 Epoch 248/500 718/718 [==============================] - 1s 861us/step - loss: 0.4156 - accuracy: 0.8054 Epoch 249/500 718/718 [==============================] - 1s 904us/step - loss: 0.4153 - accuracy: 0.80610s - loss: 0.4153 - accuracy Epoch 250/500 718/718 [==============================] - 1s 869us/step - loss: 0.4150 - accuracy: 0.8059 Epoch 251/500 718/718 [==============================] - 1s 861us/step - loss: 0.4152 - accuracy: 0.8076 Epoch 252/500 718/718 [==============================] - 1s 930us/step - loss: 0.4147 - accuracy: 0.8079 Epoch 253/500 718/718 [==============================] - 1s 857us/step - loss: 0.4152 - accuracy: 0.8058 Epoch 254/500 718/718 [==============================] - 1s 915us/step - loss: 0.4149 - accuracy: 0.8087 Epoch 255/500 718/718 [==============================] - 1s 901us/step - loss: 0.4155 - accuracy: 0.80600s - loss: 0.4058 - Epoch 256/500 718/718 [==============================] - 1s 855us/step - loss: 0.4156 - accuracy: 0.8078 Epoch 257/500 718/718 [==============================] - 1s 882us/step - loss: 0.4154 - accuracy: 0.8062 Epoch 258/500 718/718 [==============================] - 1s 863us/step - loss: 0.4157 - accuracy: 0.8067 Epoch 259/500 718/718 [==============================] - 1s 853us/step - loss: 0.4156 - accuracy: 0.8073 Epoch 260/500 718/718 [==============================] - 1s 881us/step - loss: 0.4156 - accuracy: 0.8076 Epoch 261/500 718/718 [==============================] - 1s 857us/step - loss: 0.4156 - accuracy: 0.8092 Epoch 262/500 718/718 [==============================] - 1s 871us/step - loss: 0.4153 - accuracy: 0.8054 Epoch 263/500 718/718 [==============================] - 1s 861us/step - loss: 0.4149 - accuracy: 0.8069 Epoch 264/500 718/718 [==============================] - 1s 862us/step - loss: 0.4152 - accuracy: 0.8035 Epoch 265/500 718/718 [==============================] - 1s 872us/step - loss: 0.4148 - accuracy: 0.8056 Epoch 266/500 718/718 [==============================] - 1s 884us/step - loss: 0.4157 - accuracy: 0.8051 Epoch 267/500 718/718 [==============================] - 1s 854us/step - loss: 0.4148 - accuracy: 0.8070 Epoch 268/500 718/718 [==============================] - 1s 882us/step - loss: 0.4151 - accuracy: 0.8079 Epoch 269/500 718/718 [==============================] - 1s 852us/step - loss: 0.4149 - accuracy: 0.8067 Epoch 270/500 718/718 [==============================] - 1s 869us/step - loss: 0.4150 - accuracy: 0.8070 Epoch 271/500 718/718 [==============================] - 1s 865us/step - loss: 0.4152 - accuracy: 0.8073 Epoch 272/500 718/718 [==============================] - 1s 856us/step - loss: 0.4149 - accuracy: 0.8066 Epoch 273/500 718/718 [==============================] - 1s 893us/step - loss: 0.4150 - accuracy: 0.8074 Epoch 274/500 718/718 [==============================] - 1s 928us/step - loss: 0.4150 - accuracy: 0.8065 Epoch 275/500 718/718 [==============================] - 1s 907us/step - loss: 0.4147 - accuracy: 0.8076 Epoch 276/500 718/718 [==============================] - 1s 918us/step - loss: 0.4151 - accuracy: 0.8062 Epoch 277/500 718/718 [==============================] - 1s 860us/step - loss: 0.4152 - accuracy: 0.8067 Epoch 278/500 718/718 [==============================] - 1s 877us/step - loss: 0.4149 - accuracy: 0.8062 Epoch 279/500 718/718 [==============================] - 1s 908us/step - loss: 0.4146 - accuracy: 0.8085 Epoch 280/500 718/718 [==============================] - 1s 911us/step - loss: 0.4150 - accuracy: 0.8066 Epoch 281/500 718/718 [==============================] - 1s 878us/step - loss: 0.4152 - accuracy: 0.8084 Epoch 282/500 718/718 [==============================] - 1s 864us/step - loss: 0.4153 - accuracy: 0.8092 Epoch 283/500 718/718 [==============================] - 1s 871us/step - loss: 0.4151 - accuracy: 0.8065 Epoch 284/500 718/718 [==============================] - 1s 883us/step - loss: 0.4152 - accuracy: 0.8064 Epoch 285/500 718/718 [==============================] - 1s 873us/step - loss: 0.4150 - accuracy: 0.8080 Epoch 286/500 718/718 [==============================] - 1s 856us/step - loss: 0.4146 - accuracy: 0.8079 Epoch 287/500 718/718 [==============================] - 1s 880us/step - loss: 0.4144 - accuracy: 0.80710s - loss: 0.4095 - accuracy: Epoch 288/500 718/718 [==============================] - 1s 933us/step - loss: 0.4157 - accuracy: 0.8060 Epoch 289/500 718/718 [==============================] - 1s 858us/step - loss: 0.4148 - accuracy: 0.8064 Epoch 290/500 718/718 [==============================] - 1s 872us/step - loss: 0.4149 - accuracy: 0.8060 Epoch 291/500 718/718 [==============================] - 1s 859us/step - loss: 0.4150 - accuracy: 0.8068 Epoch 292/500 718/718 [==============================] - 1s 886us/step - loss: 0.4145 - accuracy: 0.8073 Epoch 293/500 718/718 [==============================] - 1s 885us/step - loss: 0.4145 - accuracy: 0.8066 Epoch 294/500 718/718 [==============================] - 1s 869us/step - loss: 0.4148 - accuracy: 0.8076 Epoch 295/500 718/718 [==============================] - 1s 853us/step - loss: 0.4152 - accuracy: 0.8064 Epoch 296/500 718/718 [==============================] - 1s 866us/step - loss: 0.4147 - accuracy: 0.8075 Epoch 297/500 718/718 [==============================] - 1s 861us/step - loss: 0.4149 - accuracy: 0.8063 Epoch 298/500 718/718 [==============================] - 1s 871us/step - loss: 0.4147 - accuracy: 0.8085 Epoch 299/500 718/718 [==============================] - 1s 996us/step - loss: 0.4152 - accuracy: 0.8064 Epoch 300/500 718/718 [==============================] - 1s 865us/step - loss: 0.4143 - accuracy: 0.8086 Epoch 301/500 718/718 [==============================] - 1s 867us/step - loss: 0.4151 - accuracy: 0.8060 Epoch 302/500 718/718 [==============================] - 1s 862us/step - loss: 0.4145 - accuracy: 0.8071 Epoch 303/500 718/718 [==============================] - 1s 875us/step - loss: 0.4147 - accuracy: 0.8078 Epoch 304/500 718/718 [==============================] - 1s 870us/step - loss: 0.4154 - accuracy: 0.8079 Epoch 305/500 718/718 [==============================] - 1s 871us/step - loss: 0.4153 - accuracy: 0.8064 Epoch 306/500 718/718 [==============================] - 1s 874us/step - loss: 0.4148 - accuracy: 0.8063 Epoch 307/500 718/718 [==============================] - 1s 868us/step - loss: 0.4151 - accuracy: 0.8078 Epoch 308/500 718/718 [==============================] - 1s 854us/step - loss: 0.4150 - accuracy: 0.8088 Epoch 309/500 718/718 [==============================] - 1s 871us/step - loss: 0.4154 - accuracy: 0.8070 Epoch 310/500 718/718 [==============================] - 1s 855us/step - loss: 0.4143 - accuracy: 0.8079 Epoch 311/500 718/718 [==============================] - 1s 869us/step - loss: 0.4155 - accuracy: 0.8074 Epoch 312/500 718/718 [==============================] - 1s 890us/step - loss: 0.4153 - accuracy: 0.8082 Epoch 313/500 718/718 [==============================] - 1s 862us/step - loss: 0.4156 - accuracy: 0.8071 Epoch 314/500 718/718 [==============================] - 1s 894us/step - loss: 0.4154 - accuracy: 0.8085 Epoch 315/500 718/718 [==============================] - 1s 866us/step - loss: 0.4145 - accuracy: 0.8071 Epoch 316/500 718/718 [==============================] - 1s 862us/step - loss: 0.4149 - accuracy: 0.8075 Epoch 317/500 718/718 [==============================] - 1s 876us/step - loss: 0.4149 - accuracy: 0.8078 Epoch 318/500 718/718 [==============================] - 1s 863us/step - loss: 0.4149 - accuracy: 0.8077 Epoch 319/500 718/718 [==============================] - 1s 873us/step - loss: 0.4148 - accuracy: 0.8072 Epoch 320/500 718/718 [==============================] - 1s 877us/step - loss: 0.4149 - accuracy: 0.8063 Epoch 321/500 718/718 [==============================] - 1s 869us/step - loss: 0.4146 - accuracy: 0.8066 Epoch 322/500 718/718 [==============================] - 1s 883us/step - loss: 0.4144 - accuracy: 0.8070 Epoch 323/500 718/718 [==============================] - 1s 874us/step - loss: 0.4143 - accuracy: 0.8064 Epoch 324/500 718/718 [==============================] - 1s 934us/step - loss: 0.4151 - accuracy: 0.8068 Epoch 325/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4145 - accuracy: 0.8073: 0s - loss: 0.4206 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4153 - accuracy: 0.8075 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4151 - accuracy: 0.8080 Epoch 328/500 718/718 [==============================] - 1s 991us/step - loss: 0.4144 - accuracy: 0.8091 Epoch 329/500 718/718 [==============================] - 1s 983us/step - loss: 0.4150 - accuracy: 0.8080 Epoch 330/500 718/718 [==============================] - 1s 929us/step - loss: 0.4146 - accuracy: 0.8064 Epoch 331/500 718/718 [==============================] - 1s 930us/step - loss: 0.4146 - accuracy: 0.8068 Epoch 332/500 718/718 [==============================] - 1s 885us/step - loss: 0.4149 - accuracy: 0.8098 Epoch 333/500 718/718 [==============================] - 1s 964us/step - loss: 0.4142 - accuracy: 0.80890s - loss: 0.4146 - accuracy Epoch 334/500 718/718 [==============================] - 1s 950us/step - loss: 0.4146 - accuracy: 0.8080 Epoch 335/500 718/718 [==============================] - 1s 898us/step - loss: 0.4150 - accuracy: 0.8058 Epoch 336/500 718/718 [==============================] - 1s 884us/step - loss: 0.4148 - accuracy: 0.8066 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4148 - accuracy: 0.8079 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4147 - accuracy: 0.8098 Epoch 339/500 718/718 [==============================] - 1s 931us/step - loss: 0.4150 - accuracy: 0.8074 Epoch 340/500 718/718 [==============================] - 1s 950us/step - loss: 0.4147 - accuracy: 0.8071 Epoch 341/500 718/718 [==============================] - 1s 943us/step - loss: 0.4151 - accuracy: 0.8059 Epoch 342/500 718/718 [==============================] - 1s 872us/step - loss: 0.4148 - accuracy: 0.8073 Epoch 343/500 718/718 [==============================] - 1s 858us/step - loss: 0.4146 - accuracy: 0.8064 Epoch 344/500 718/718 [==============================] - 1s 898us/step - loss: 0.4148 - accuracy: 0.8078 Epoch 345/500 718/718 [==============================] - 1s 886us/step - loss: 0.4144 - accuracy: 0.8085 Epoch 346/500 718/718 [==============================] - 1s 868us/step - loss: 0.4149 - accuracy: 0.8068 Epoch 347/500 718/718 [==============================] - 1s 885us/step - loss: 0.4145 - accuracy: 0.80700s - loss: 0.4151 - accuracy: 0.80 Epoch 348/500 718/718 [==============================] - 1s 863us/step - loss: 0.4134 - accuracy: 0.8095 Epoch 349/500 718/718 [==============================] - 1s 877us/step - loss: 0.4149 - accuracy: 0.8081 Epoch 350/500 718/718 [==============================] - 1s 868us/step - loss: 0.4149 - accuracy: 0.8060 Epoch 351/500 718/718 [==============================] - 1s 857us/step - loss: 0.4148 - accuracy: 0.8064 Epoch 352/500 718/718 [==============================] - 1s 882us/step - loss: 0.4150 - accuracy: 0.8069 Epoch 353/500 718/718 [==============================] - 1s 862us/step - loss: 0.4144 - accuracy: 0.8066 Epoch 354/500 718/718 [==============================] - 1s 878us/step - loss: 0.4146 - accuracy: 0.8073 Epoch 355/500 718/718 [==============================] - 1s 871us/step - loss: 0.4149 - accuracy: 0.8084 Epoch 356/500 718/718 [==============================] - 1s 861us/step - loss: 0.4144 - accuracy: 0.8084 Epoch 357/500 718/718 [==============================] - 1s 866us/step - loss: 0.4146 - accuracy: 0.8067 Epoch 358/500 718/718 [==============================] - 1s 872us/step - loss: 0.4151 - accuracy: 0.8072 Epoch 359/500 718/718 [==============================] - 1s 856us/step - loss: 0.4144 - accuracy: 0.8098 Epoch 360/500 718/718 [==============================] - 1s 877us/step - loss: 0.4151 - accuracy: 0.8071 Epoch 361/500 718/718 [==============================] - 1s 854us/step - loss: 0.4146 - accuracy: 0.8073 Epoch 362/500 718/718 [==============================] - 1s 876us/step - loss: 0.4141 - accuracy: 0.8073 Epoch 363/500 718/718 [==============================] - 1s 875us/step - loss: 0.4145 - accuracy: 0.8092 Epoch 364/500 718/718 [==============================] - 1s 861us/step - loss: 0.4144 - accuracy: 0.8062 Epoch 365/500 718/718 [==============================] - 1s 878us/step - loss: 0.4147 - accuracy: 0.8094 Epoch 366/500 718/718 [==============================] - 1s 921us/step - loss: 0.4148 - accuracy: 0.80790s - loss: 0.4141 - Epoch 367/500 718/718 [==============================] - 1s 854us/step - loss: 0.4143 - accuracy: 0.8083 Epoch 368/500 718/718 [==============================] - 1s 908us/step - loss: 0.4149 - accuracy: 0.8067 Epoch 369/500 718/718 [==============================] - 1s 852us/step - loss: 0.4144 - accuracy: 0.8079 Epoch 370/500 718/718 [==============================] - 1s 874us/step - loss: 0.4144 - accuracy: 0.8088 Epoch 371/500 718/718 [==============================] - 1s 867us/step - loss: 0.4150 - accuracy: 0.80600s - loss: 0.4115 - accura Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4145 - accuracy: 0.8070: 0s - loss: 0.4140 - ac Epoch 373/500 718/718 [==============================] - 1s 864us/step - loss: 0.4147 - accuracy: 0.8060 Epoch 374/500 718/718 [==============================] - 1s 901us/step - loss: 0.4141 - accuracy: 0.8085 Epoch 375/500 718/718 [==============================] - 1s 871us/step - loss: 0.4144 - accuracy: 0.8069 Epoch 376/500 718/718 [==============================] - 1s 879us/step - loss: 0.4148 - accuracy: 0.8073 Epoch 377/500 718/718 [==============================] - 1s 875us/step - loss: 0.4144 - accuracy: 0.8071 Epoch 378/500 718/718 [==============================] - 1s 859us/step - loss: 0.4150 - accuracy: 0.8086 Epoch 379/500 718/718 [==============================] - 1s 866us/step - loss: 0.4146 - accuracy: 0.8073 Epoch 380/500 718/718 [==============================] - 1s 872us/step - loss: 0.4154 - accuracy: 0.8075 Epoch 381/500 718/718 [==============================] - 1s 861us/step - loss: 0.4151 - accuracy: 0.8089 Epoch 382/500 718/718 [==============================] - 1s 868us/step - loss: 0.4148 - accuracy: 0.8086 Epoch 383/500 718/718 [==============================] - 1s 909us/step - loss: 0.4148 - accuracy: 0.8058 Epoch 384/500 718/718 [==============================] - 1s 860us/step - loss: 0.4144 - accuracy: 0.8084 Epoch 385/500 718/718 [==============================] - 1s 864us/step - loss: 0.4152 - accuracy: 0.8073 Epoch 386/500 718/718 [==============================] - 1s 903us/step - loss: 0.4150 - accuracy: 0.8088 Epoch 387/500 718/718 [==============================] - 1s 861us/step - loss: 0.4145 - accuracy: 0.8081 Epoch 388/500 718/718 [==============================] - 1s 868us/step - loss: 0.4144 - accuracy: 0.80740s - loss: 0.4194 - Epoch 389/500 718/718 [==============================] - 1s 863us/step - loss: 0.4151 - accuracy: 0.8080 Epoch 390/500 718/718 [==============================] - 1s 864us/step - loss: 0.4143 - accuracy: 0.8069 Epoch 391/500 718/718 [==============================] - 1s 856us/step - loss: 0.4150 - accuracy: 0.8092 Epoch 392/500 718/718 [==============================] - 1s 877us/step - loss: 0.4149 - accuracy: 0.8082 Epoch 393/500 718/718 [==============================] - 1s 870us/step - loss: 0.4145 - accuracy: 0.8074 Epoch 394/500 718/718 [==============================] - 1s 862us/step - loss: 0.4147 - accuracy: 0.8066 Epoch 395/500 718/718 [==============================] - 1s 868us/step - loss: 0.4141 - accuracy: 0.8096 Epoch 396/500 718/718 [==============================] - 1s 870us/step - loss: 0.4146 - accuracy: 0.8069 Epoch 397/500 718/718 [==============================] - 1s 864us/step - loss: 0.4149 - accuracy: 0.8061 Epoch 398/500 718/718 [==============================] - 1s 877us/step - loss: 0.4144 - accuracy: 0.8081 Epoch 399/500 718/718 [==============================] - 1s 873us/step - loss: 0.4150 - accuracy: 0.8085 Epoch 400/500 718/718 [==============================] - 1s 870us/step - loss: 0.4142 - accuracy: 0.8078 Epoch 401/500 718/718 [==============================] - 1s 862us/step - loss: 0.4146 - accuracy: 0.8078 Epoch 402/500 718/718 [==============================] - 1s 880us/step - loss: 0.4145 - accuracy: 0.8088 Epoch 403/500 718/718 [==============================] - 1s 843us/step - loss: 0.4145 - accuracy: 0.8083 Epoch 404/500 718/718 [==============================] - 1s 855us/step - loss: 0.4142 - accuracy: 0.8089 Epoch 405/500 718/718 [==============================] - 1s 855us/step - loss: 0.4148 - accuracy: 0.8084 Epoch 406/500 718/718 [==============================] - 1s 866us/step - loss: 0.4151 - accuracy: 0.8074 Epoch 407/500 718/718 [==============================] - 1s 846us/step - loss: 0.4144 - accuracy: 0.8067 Epoch 408/500 718/718 [==============================] - 1s 858us/step - loss: 0.4151 - accuracy: 0.8073 Epoch 409/500 718/718 [==============================] - 1s 870us/step - loss: 0.4145 - accuracy: 0.8068 Epoch 410/500 718/718 [==============================] - 1s 855us/step - loss: 0.4139 - accuracy: 0.8067 Epoch 411/500 718/718 [==============================] - 1s 860us/step - loss: 0.4149 - accuracy: 0.8049 Epoch 412/500 718/718 [==============================] - 1s 864us/step - loss: 0.4145 - accuracy: 0.8072 Epoch 413/500 718/718 [==============================] - 1s 859us/step - loss: 0.4147 - accuracy: 0.8070 Epoch 414/500 718/718 [==============================] - 1s 855us/step - loss: 0.4149 - accuracy: 0.8058 Epoch 415/500 718/718 [==============================] - 1s 838us/step - loss: 0.4146 - accuracy: 0.8061 Epoch 416/500 718/718 [==============================] - 1s 906us/step - loss: 0.4151 - accuracy: 0.8066 Epoch 417/500 718/718 [==============================] - 1s 870us/step - loss: 0.4147 - accuracy: 0.8097 Epoch 418/500 718/718 [==============================] - 1s 857us/step - loss: 0.4145 - accuracy: 0.8058 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4143 - accuracy: 0.8071 Epoch 420/500 718/718 [==============================] - 1s 873us/step - loss: 0.4147 - accuracy: 0.8075 Epoch 421/500 718/718 [==============================] - 1s 898us/step - loss: 0.4149 - accuracy: 0.80690s - loss: 0.4138 - accura Epoch 422/500 718/718 [==============================] - 1s 889us/step - loss: 0.4148 - accuracy: 0.8061 Epoch 423/500 718/718 [==============================] - 1s 879us/step - loss: 0.4142 - accuracy: 0.8070 Epoch 424/500 718/718 [==============================] - 1s 859us/step - loss: 0.4148 - accuracy: 0.8090 Epoch 425/500 718/718 [==============================] - 1s 885us/step - loss: 0.4141 - accuracy: 0.8088 Epoch 426/500 718/718 [==============================] - 1s 860us/step - loss: 0.4144 - accuracy: 0.8079 Epoch 427/500 718/718 [==============================] - 1s 863us/step - loss: 0.4148 - accuracy: 0.8063 Epoch 428/500 718/718 [==============================] - 1s 876us/step - loss: 0.4146 - accuracy: 0.8064 Epoch 429/500 718/718 [==============================] - 1s 859us/step - loss: 0.4142 - accuracy: 0.8083 Epoch 430/500 718/718 [==============================] - 1s 891us/step - loss: 0.4139 - accuracy: 0.8071 Epoch 431/500 718/718 [==============================] - 1s 867us/step - loss: 0.4149 - accuracy: 0.8071 Epoch 432/500 718/718 [==============================] - 1s 854us/step - loss: 0.4145 - accuracy: 0.80660s - loss: 0.4182 - ac Epoch 433/500 718/718 [==============================] - 1s 895us/step - loss: 0.4141 - accuracy: 0.8073 Epoch 434/500 718/718 [==============================] - 1s 865us/step - loss: 0.4143 - accuracy: 0.8073 Epoch 435/500 718/718 [==============================] - 1s 856us/step - loss: 0.4146 - accuracy: 0.8071 Epoch 436/500 718/718 [==============================] - 1s 868us/step - loss: 0.4149 - accuracy: 0.8085 Epoch 437/500 718/718 [==============================] - 1s 872us/step - loss: 0.4146 - accuracy: 0.8057 Epoch 438/500 718/718 [==============================] - 1s 876us/step - loss: 0.4141 - accuracy: 0.8071 Epoch 439/500 718/718 [==============================] - 1s 866us/step - loss: 0.4147 - accuracy: 0.8081 Epoch 440/500 718/718 [==============================] - 1s 857us/step - loss: 0.4147 - accuracy: 0.8046 Epoch 441/500 718/718 [==============================] - 1s 883us/step - loss: 0.4150 - accuracy: 0.8088 Epoch 442/500 718/718 [==============================] - 1s 876us/step - loss: 0.4140 - accuracy: 0.8087 Epoch 443/500 718/718 [==============================] - 1s 862us/step - loss: 0.4143 - accuracy: 0.8070 Epoch 444/500 718/718 [==============================] - 1s 876us/step - loss: 0.4146 - accuracy: 0.8078 Epoch 445/500 718/718 [==============================] - 1s 872us/step - loss: 0.4145 - accuracy: 0.8068 Epoch 446/500 718/718 [==============================] - 1s 859us/step - loss: 0.4147 - accuracy: 0.8072 Epoch 447/500 718/718 [==============================] - 1s 872us/step - loss: 0.4146 - accuracy: 0.8085 Epoch 448/500 718/718 [==============================] - 1s 852us/step - loss: 0.4139 - accuracy: 0.8067 Epoch 449/500 718/718 [==============================] - 1s 888us/step - loss: 0.4141 - accuracy: 0.8071 Epoch 450/500 718/718 [==============================] - 1s 865us/step - loss: 0.4148 - accuracy: 0.8078 Epoch 451/500 718/718 [==============================] - 1s 856us/step - loss: 0.4144 - accuracy: 0.8085 Epoch 452/500 718/718 [==============================] - 1s 878us/step - loss: 0.4144 - accuracy: 0.8052 Epoch 453/500 718/718 [==============================] - 1s 866us/step - loss: 0.4143 - accuracy: 0.8074 Epoch 454/500 718/718 [==============================] - 1s 897us/step - loss: 0.4143 - accuracy: 0.8078 Epoch 455/500 718/718 [==============================] - 1s 882us/step - loss: 0.4142 - accuracy: 0.8078 Epoch 456/500 718/718 [==============================] - 1s 864us/step - loss: 0.4140 - accuracy: 0.8068 Epoch 457/500 718/718 [==============================] - 1s 878us/step - loss: 0.4146 - accuracy: 0.8084 Epoch 458/500 718/718 [==============================] - 1s 875us/step - loss: 0.4143 - accuracy: 0.8066 Epoch 459/500 718/718 [==============================] - 1s 881us/step - loss: 0.4147 - accuracy: 0.8052 Epoch 460/500 718/718 [==============================] - 1s 894us/step - loss: 0.4139 - accuracy: 0.8086 Epoch 461/500 718/718 [==============================] - 1s 863us/step - loss: 0.4149 - accuracy: 0.8070 Epoch 462/500 718/718 [==============================] - 1s 899us/step - loss: 0.4146 - accuracy: 0.8077 Epoch 463/500 718/718 [==============================] - 1s 866us/step - loss: 0.4143 - accuracy: 0.8078 Epoch 464/500 718/718 [==============================] - 1s 872us/step - loss: 0.4151 - accuracy: 0.8075 Epoch 465/500 718/718 [==============================] - 1s 878us/step - loss: 0.4146 - accuracy: 0.8075 Epoch 466/500 718/718 [==============================] - 1s 889us/step - loss: 0.4146 - accuracy: 0.8080 Epoch 467/500 718/718 [==============================] - 1s 866us/step - loss: 0.4143 - accuracy: 0.80790s - loss: 0.4115 - ac Epoch 468/500 718/718 [==============================] - 1s 878us/step - loss: 0.4144 - accuracy: 0.8064 Epoch 469/500 718/718 [==============================] - 1s 867us/step - loss: 0.4144 - accuracy: 0.8075 Epoch 470/500 718/718 [==============================] - 1s 877us/step - loss: 0.4145 - accuracy: 0.8072 Epoch 471/500 718/718 [==============================] - 1s 881us/step - loss: 0.4140 - accuracy: 0.80730s - loss: 0.4184 - accu Epoch 472/500 718/718 [==============================] - 1s 861us/step - loss: 0.4149 - accuracy: 0.8060 Epoch 473/500 718/718 [==============================] - 1s 879us/step - loss: 0.4140 - accuracy: 0.8056 Epoch 474/500 718/718 [==============================] - 1s 879us/step - loss: 0.4138 - accuracy: 0.8064 Epoch 475/500 718/718 [==============================] - 1s 857us/step - loss: 0.4141 - accuracy: 0.8092 Epoch 476/500 718/718 [==============================] - 1s 897us/step - loss: 0.4143 - accuracy: 0.8091 Epoch 477/500 718/718 [==============================] - 1s 883us/step - loss: 0.4144 - accuracy: 0.80750s - loss: 0.4200 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4142 - accuracy: 0.8061 Epoch 479/500 718/718 [==============================] - 1s 900us/step - loss: 0.4144 - accuracy: 0.8093 Epoch 480/500 718/718 [==============================] - 1s 934us/step - loss: 0.4145 - accuracy: 0.8078 Epoch 481/500 718/718 [==============================] - 1s 930us/step - loss: 0.4144 - accuracy: 0.8079 Epoch 482/500 718/718 [==============================] - 1s 897us/step - loss: 0.4144 - accuracy: 0.8085 Epoch 483/500 718/718 [==============================] - 1s 920us/step - loss: 0.4142 - accuracy: 0.80710s - loss: 0.4141 - accuracy: 0.80 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4146 - accuracy: 0.8061 Epoch 485/500 718/718 [==============================] - 1s 879us/step - loss: 0.4142 - accuracy: 0.80750s - loss: 0.4159 - accuracy: 0. Epoch 486/500 718/718 [==============================] - 1s 904us/step - loss: 0.4148 - accuracy: 0.8059 Epoch 487/500 718/718 [==============================] - 1s 862us/step - loss: 0.4146 - accuracy: 0.8078 Epoch 488/500 718/718 [==============================] - 1s 874us/step - loss: 0.4144 - accuracy: 0.8083 Epoch 489/500 718/718 [==============================] - 1s 870us/step - loss: 0.4141 - accuracy: 0.8085 Epoch 490/500 718/718 [==============================] - 1s 861us/step - loss: 0.4136 - accuracy: 0.8058 Epoch 491/500 718/718 [==============================] - 1s 914us/step - loss: 0.4142 - accuracy: 0.8069 Epoch 492/500 718/718 [==============================] - 1s 867us/step - loss: 0.4150 - accuracy: 0.8073 Epoch 493/500 718/718 [==============================] - 1s 875us/step - loss: 0.4146 - accuracy: 0.8078 Epoch 494/500 718/718 [==============================] - 1s 870us/step - loss: 0.4139 - accuracy: 0.8099 Epoch 495/500 718/718 [==============================] - 1s 860us/step - loss: 0.4141 - accuracy: 0.8060 Epoch 496/500 718/718 [==============================] - 1s 867us/step - loss: 0.4146 - accuracy: 0.8076 Epoch 497/500 718/718 [==============================] - 1s 861us/step - loss: 0.4141 - accuracy: 0.80920s - loss: 0.4071 - accuracy Epoch 498/500 718/718 [==============================] - 1s 850us/step - loss: 0.4145 - accuracy: 0.8082 Epoch 499/500 718/718 [==============================] - 1s 875us/step - loss: 0.4142 - accuracy: 0.8076 Epoch 500/500 718/718 [==============================] - 1s 872us/step - loss: 0.4144 - accuracy: 0.8064 Epoch 1/500 718/718 [==============================] - 1s 902us/step - loss: 0.6140 - accuracy: 0.6712 Epoch 2/500 718/718 [==============================] - 1s 877us/step - loss: 0.5580 - accuracy: 0.7132 Epoch 3/500 718/718 [==============================] - 1s 900us/step - loss: 0.5516 - accuracy: 0.7142 Epoch 4/500 718/718 [==============================] - 1s 907us/step - loss: 0.5437 - accuracy: 0.7186 Epoch 5/500 718/718 [==============================] - 1s 879us/step - loss: 0.5266 - accuracy: 0.7352 Epoch 6/500 718/718 [==============================] - 1s 913us/step - loss: 0.4988 - accuracy: 0.7602 Epoch 7/500 718/718 [==============================] - 1s 908us/step - loss: 0.4760 - accuracy: 0.7746 Epoch 8/500 718/718 [==============================] - 1s 892us/step - loss: 0.4622 - accuracy: 0.7814 Epoch 9/500 718/718 [==============================] - 1s 911us/step - loss: 0.4559 - accuracy: 0.7842 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7844 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7868 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7884 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7876 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7888 Epoch 15/500 718/718 [==============================] - 1s 961us/step - loss: 0.4448 - accuracy: 0.7895 Epoch 16/500 718/718 [==============================] - 1s 939us/step - loss: 0.4445 - accuracy: 0.7898 Epoch 17/500 718/718 [==============================] - 1s 905us/step - loss: 0.4424 - accuracy: 0.7902 Epoch 18/500 718/718 [==============================] - 1s 870us/step - loss: 0.4414 - accuracy: 0.7903 Epoch 19/500 718/718 [==============================] - 1s 984us/step - loss: 0.4407 - accuracy: 0.7916 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7935 Epoch 21/500 718/718 [==============================] - 1s 878us/step - loss: 0.4384 - accuracy: 0.7945 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7964 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7964: 0s - loss: 0.4382 - accuracy: 0. Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7929 Epoch 25/500 718/718 [==============================] - 1s 900us/step - loss: 0.4366 - accuracy: 0.7964 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7959 Epoch 27/500 718/718 [==============================] - 1s 907us/step - loss: 0.4361 - accuracy: 0.7963 Epoch 28/500 718/718 [==============================] - 1s 904us/step - loss: 0.4349 - accuracy: 0.7969 Epoch 29/500 718/718 [==============================] - 1s 912us/step - loss: 0.4358 - accuracy: 0.7961 Epoch 30/500 718/718 [==============================] - 1s 891us/step - loss: 0.4344 - accuracy: 0.7962 Epoch 31/500 718/718 [==============================] - 1s 888us/step - loss: 0.4344 - accuracy: 0.7981 Epoch 32/500 718/718 [==============================] - 1s 873us/step - loss: 0.4345 - accuracy: 0.7976 Epoch 33/500 718/718 [==============================] - 1s 874us/step - loss: 0.4342 - accuracy: 0.7980 Epoch 34/500 718/718 [==============================] - 1s 878us/step - loss: 0.4337 - accuracy: 0.7970 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7976 Epoch 36/500 718/718 [==============================] - 1s 888us/step - loss: 0.4333 - accuracy: 0.7978 Epoch 37/500 718/718 [==============================] - 1s 874us/step - loss: 0.4329 - accuracy: 0.7967 Epoch 38/500 718/718 [==============================] - 1s 866us/step - loss: 0.4329 - accuracy: 0.7973 Epoch 39/500 718/718 [==============================] - 1s 866us/step - loss: 0.4330 - accuracy: 0.7968 Epoch 40/500 718/718 [==============================] - 1s 865us/step - loss: 0.4324 - accuracy: 0.7967 Epoch 41/500 718/718 [==============================] - 1s 890us/step - loss: 0.4320 - accuracy: 0.7991 Epoch 42/500 718/718 [==============================] - 1s 872us/step - loss: 0.4323 - accuracy: 0.7969 Epoch 43/500 718/718 [==============================] - 1s 892us/step - loss: 0.4316 - accuracy: 0.7976 Epoch 44/500 718/718 [==============================] - 1s 882us/step - loss: 0.4319 - accuracy: 0.79720s - loss: 0.4259 Epoch 45/500 718/718 [==============================] - 1s 878us/step - loss: 0.4315 - accuracy: 0.7992 Epoch 46/500 718/718 [==============================] - 1s 883us/step - loss: 0.4313 - accuracy: 0.7977 Epoch 47/500 718/718 [==============================] - 1s 904us/step - loss: 0.4307 - accuracy: 0.7987 Epoch 48/500 718/718 [==============================] - 1s 876us/step - loss: 0.4311 - accuracy: 0.7980 Epoch 49/500 718/718 [==============================] - 1s 861us/step - loss: 0.4304 - accuracy: 0.7986 Epoch 50/500 718/718 [==============================] - 1s 898us/step - loss: 0.4301 - accuracy: 0.8000 Epoch 51/500 718/718 [==============================] - 1s 898us/step - loss: 0.4300 - accuracy: 0.7981 Epoch 52/500 718/718 [==============================] - 1s 877us/step - loss: 0.4301 - accuracy: 0.7987 Epoch 53/500 718/718 [==============================] - 1s 878us/step - loss: 0.4292 - accuracy: 0.7998 Epoch 54/500 718/718 [==============================] - 1s 862us/step - loss: 0.4291 - accuracy: 0.8006 Epoch 55/500 718/718 [==============================] - 1s 887us/step - loss: 0.4302 - accuracy: 0.7990 Epoch 56/500 718/718 [==============================] - 1s 876us/step - loss: 0.4292 - accuracy: 0.7976 Epoch 57/500 718/718 [==============================] - 1s 866us/step - loss: 0.4286 - accuracy: 0.7977 Epoch 58/500 718/718 [==============================] - 1s 887us/step - loss: 0.4286 - accuracy: 0.8001 Epoch 59/500 718/718 [==============================] - 1s 881us/step - loss: 0.4287 - accuracy: 0.7968 Epoch 60/500 718/718 [==============================] - 1s 885us/step - loss: 0.4285 - accuracy: 0.7978 Epoch 61/500 718/718 [==============================] - 1s 879us/step - loss: 0.4285 - accuracy: 0.7996 Epoch 62/500 718/718 [==============================] - 1s 894us/step - loss: 0.4282 - accuracy: 0.7974 Epoch 63/500 718/718 [==============================] - 1s 888us/step - loss: 0.4282 - accuracy: 0.7986 Epoch 64/500 718/718 [==============================] - 1s 873us/step - loss: 0.4281 - accuracy: 0.7981 Epoch 65/500 718/718 [==============================] - 1s 869us/step - loss: 0.4282 - accuracy: 0.7977 Epoch 66/500 718/718 [==============================] - 1s 887us/step - loss: 0.4280 - accuracy: 0.8000 Epoch 67/500 718/718 [==============================] - 1s 888us/step - loss: 0.4285 - accuracy: 0.79720s - loss: 0.4265 - accuracy: 0. Epoch 68/500 718/718 [==============================] - 1s 864us/step - loss: 0.4277 - accuracy: 0.7986 Epoch 69/500 718/718 [==============================] - 1s 881us/step - loss: 0.4281 - accuracy: 0.7968 Epoch 70/500 718/718 [==============================] - 1s 876us/step - loss: 0.4274 - accuracy: 0.7990 Epoch 71/500 718/718 [==============================] - 1s 869us/step - loss: 0.4277 - accuracy: 0.8006 Epoch 72/500 718/718 [==============================] - 1s 885us/step - loss: 0.4275 - accuracy: 0.8003 Epoch 73/500 718/718 [==============================] - 1s 861us/step - loss: 0.4276 - accuracy: 0.7992 Epoch 74/500 718/718 [==============================] - 1s 882us/step - loss: 0.4273 - accuracy: 0.7981 Epoch 75/500 718/718 [==============================] - 1s 884us/step - loss: 0.4281 - accuracy: 0.8004 Epoch 76/500 718/718 [==============================] - 1s 867us/step - loss: 0.4275 - accuracy: 0.7971 Epoch 77/500 718/718 [==============================] - 1s 885us/step - loss: 0.4281 - accuracy: 0.7996 Epoch 78/500 718/718 [==============================] - 1s 904us/step - loss: 0.4273 - accuracy: 0.7981 Epoch 79/500 718/718 [==============================] - 1s 864us/step - loss: 0.4276 - accuracy: 0.7976 Epoch 80/500 718/718 [==============================] - 1s 887us/step - loss: 0.4270 - accuracy: 0.7999 Epoch 81/500 718/718 [==============================] - 1s 861us/step - loss: 0.4275 - accuracy: 0.8016 Epoch 82/500 718/718 [==============================] - 1s 893us/step - loss: 0.4278 - accuracy: 0.7982 Epoch 83/500 718/718 [==============================] - 1s 871us/step - loss: 0.4272 - accuracy: 0.7978 Epoch 84/500 718/718 [==============================] - 1s 871us/step - loss: 0.4270 - accuracy: 0.7997 Epoch 85/500 718/718 [==============================] - 1s 897us/step - loss: 0.4269 - accuracy: 0.7990 Epoch 86/500 718/718 [==============================] - 1s 890us/step - loss: 0.4276 - accuracy: 0.80050s - loss: 0.4223 - accuracy: Epoch 87/500 718/718 [==============================] - 1s 867us/step - loss: 0.4276 - accuracy: 0.7990 Epoch 88/500 718/718 [==============================] - 1s 876us/step - loss: 0.4270 - accuracy: 0.7991 Epoch 89/500 718/718 [==============================] - 1s 870us/step - loss: 0.4273 - accuracy: 0.7985 Epoch 90/500 718/718 [==============================] - 1s 937us/step - loss: 0.4276 - accuracy: 0.7993 Epoch 91/500 718/718 [==============================] - 1s 883us/step - loss: 0.4278 - accuracy: 0.79840s - loss: 0.4302 - accura Epoch 92/500 718/718 [==============================] - 1s 870us/step - loss: 0.4271 - accuracy: 0.7977 Epoch 93/500 718/718 [==============================] - 1s 887us/step - loss: 0.4276 - accuracy: 0.7958 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7993 Epoch 95/500 718/718 [==============================] - 1s 906us/step - loss: 0.4276 - accuracy: 0.7982 Epoch 96/500 718/718 [==============================] - 1s 881us/step - loss: 0.4275 - accuracy: 0.7962 Epoch 97/500 718/718 [==============================] - 1s 901us/step - loss: 0.4273 - accuracy: 0.7994 Epoch 98/500 718/718 [==============================] - 1s 863us/step - loss: 0.4278 - accuracy: 0.79580s - loss: 0.4265 - accuracy Epoch 99/500 718/718 [==============================] - 1s 879us/step - loss: 0.4269 - accuracy: 0.7997 Epoch 100/500 718/718 [==============================] - 1s 924us/step - loss: 0.4271 - accuracy: 0.8001 Epoch 101/500 718/718 [==============================] - 1s 864us/step - loss: 0.4277 - accuracy: 0.8001 Epoch 102/500 718/718 [==============================] - 1s 897us/step - loss: 0.4272 - accuracy: 0.7970 Epoch 103/500 718/718 [==============================] - 1s 878us/step - loss: 0.4270 - accuracy: 0.7983 Epoch 104/500 718/718 [==============================] - 1s 862us/step - loss: 0.4266 - accuracy: 0.7994 Epoch 105/500 718/718 [==============================] - 1s 878us/step - loss: 0.4268 - accuracy: 0.7983 Epoch 106/500 718/718 [==============================] - 1s 876us/step - loss: 0.4273 - accuracy: 0.7982 Epoch 107/500 718/718 [==============================] - 1s 880us/step - loss: 0.4267 - accuracy: 0.7971 Epoch 108/500 718/718 [==============================] - 1s 876us/step - loss: 0.4269 - accuracy: 0.7997 Epoch 109/500 718/718 [==============================] - 1s 879us/step - loss: 0.4263 - accuracy: 0.8003 Epoch 110/500 718/718 [==============================] - 1s 874us/step - loss: 0.4274 - accuracy: 0.7984 Epoch 111/500 718/718 [==============================] - 1s 883us/step - loss: 0.4268 - accuracy: 0.7992 Epoch 112/500 718/718 [==============================] - 1s 864us/step - loss: 0.4269 - accuracy: 0.7979 Epoch 113/500 718/718 [==============================] - 1s 901us/step - loss: 0.4271 - accuracy: 0.7997 Epoch 114/500 718/718 [==============================] - 1s 895us/step - loss: 0.4274 - accuracy: 0.8011 Epoch 115/500 718/718 [==============================] - 1s 861us/step - loss: 0.4276 - accuracy: 0.7978 Epoch 116/500 718/718 [==============================] - 1s 865us/step - loss: 0.4270 - accuracy: 0.7997 Epoch 117/500 718/718 [==============================] - 1s 924us/step - loss: 0.4269 - accuracy: 0.7983 Epoch 118/500 718/718 [==============================] - 1s 951us/step - loss: 0.4266 - accuracy: 0.7997 Epoch 119/500 718/718 [==============================] - 1s 919us/step - loss: 0.4265 - accuracy: 0.7997 Epoch 120/500 718/718 [==============================] - 1s 893us/step - loss: 0.4274 - accuracy: 0.7994 Epoch 121/500 718/718 [==============================] - 1s 992us/step - loss: 0.4265 - accuracy: 0.7978 Epoch 122/500 718/718 [==============================] - 1s 871us/step - loss: 0.4271 - accuracy: 0.7997 Epoch 123/500 718/718 [==============================] - 1s 864us/step - loss: 0.4268 - accuracy: 0.80120s - loss: 0.4253 - accuracy: 0.80 Epoch 124/500 718/718 [==============================] - 1s 856us/step - loss: 0.4272 - accuracy: 0.7990 Epoch 125/500 718/718 [==============================] - 1s 868us/step - loss: 0.4271 - accuracy: 0.7981 Epoch 126/500 718/718 [==============================] - 1s 860us/step - loss: 0.4270 - accuracy: 0.7984 Epoch 127/500 718/718 [==============================] - 1s 865us/step - loss: 0.4268 - accuracy: 0.7983 Epoch 128/500 718/718 [==============================] - 1s 871us/step - loss: 0.4278 - accuracy: 0.7975 Epoch 129/500 718/718 [==============================] - 1s 865us/step - loss: 0.4266 - accuracy: 0.8001 Epoch 130/500 718/718 [==============================] - 1s 878us/step - loss: 0.4268 - accuracy: 0.80020s - loss: 0.4250 - accuracy: Epoch 131/500 718/718 [==============================] - 1s 862us/step - loss: 0.4270 - accuracy: 0.80010s - loss: 0.4261 - accuracy: 0. Epoch 132/500 718/718 [==============================] - 1s 859us/step - loss: 0.4273 - accuracy: 0.7982 Epoch 133/500 718/718 [==============================] - 1s 872us/step - loss: 0.4269 - accuracy: 0.8003 Epoch 134/500 718/718 [==============================] - 1s 851us/step - loss: 0.4267 - accuracy: 0.7996 Epoch 135/500 718/718 [==============================] - 1s 884us/step - loss: 0.4268 - accuracy: 0.7982 Epoch 136/500 718/718 [==============================] - 1s 865us/step - loss: 0.4267 - accuracy: 0.7978 Epoch 137/500 718/718 [==============================] - 1s 898us/step - loss: 0.4270 - accuracy: 0.7997 Epoch 138/500 718/718 [==============================] - 1s 892us/step - loss: 0.4272 - accuracy: 0.7988 Epoch 139/500 718/718 [==============================] - 1s 885us/step - loss: 0.4269 - accuracy: 0.8005 Epoch 140/500 718/718 [==============================] - 1s 870us/step - loss: 0.4264 - accuracy: 0.7999 Epoch 141/500 718/718 [==============================] - 1s 885us/step - loss: 0.4263 - accuracy: 0.8006 Epoch 142/500 718/718 [==============================] - 1s 864us/step - loss: 0.4277 - accuracy: 0.7976 Epoch 143/500 718/718 [==============================] - 1s 879us/step - loss: 0.4271 - accuracy: 0.7990 Epoch 144/500 718/718 [==============================] - 1s 896us/step - loss: 0.4264 - accuracy: 0.8008 Epoch 145/500 718/718 [==============================] - 1s 868us/step - loss: 0.4263 - accuracy: 0.7981 Epoch 146/500 718/718 [==============================] - 1s 926us/step - loss: 0.4272 - accuracy: 0.7971 Epoch 147/500 718/718 [==============================] - 1s 876us/step - loss: 0.4273 - accuracy: 0.7996 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7986 Epoch 149/500 718/718 [==============================] - 1s 909us/step - loss: 0.4270 - accuracy: 0.7990 Epoch 150/500 718/718 [==============================] - 1s 882us/step - loss: 0.4268 - accuracy: 0.79920s - loss: 0.4 Epoch 151/500 718/718 [==============================] - 1s 859us/step - loss: 0.4267 - accuracy: 0.8006 Epoch 152/500 718/718 [==============================] - 1s 886us/step - loss: 0.4266 - accuracy: 0.7990 Epoch 153/500 718/718 [==============================] - 1s 881us/step - loss: 0.4265 - accuracy: 0.8009 Epoch 154/500 718/718 [==============================] - 1s 883us/step - loss: 0.4267 - accuracy: 0.7997 Epoch 155/500 718/718 [==============================] - 1s 879us/step - loss: 0.4265 - accuracy: 0.7999 Epoch 156/500 718/718 [==============================] - 1s 871us/step - loss: 0.4267 - accuracy: 0.7973 Epoch 157/500 718/718 [==============================] - 1s 877us/step - loss: 0.4266 - accuracy: 0.7969 Epoch 158/500 718/718 [==============================] - 1s 889us/step - loss: 0.4264 - accuracy: 0.7994 Epoch 159/500 718/718 [==============================] - 1s 868us/step - loss: 0.4272 - accuracy: 0.7981 Epoch 160/500 718/718 [==============================] - 1s 888us/step - loss: 0.4265 - accuracy: 0.7990 Epoch 161/500 718/718 [==============================] - 1s 886us/step - loss: 0.4272 - accuracy: 0.80050s - loss: 0.4334 - accura Epoch 162/500 718/718 [==============================] - 1s 862us/step - loss: 0.4265 - accuracy: 0.7969 Epoch 163/500 718/718 [==============================] - 1s 883us/step - loss: 0.4270 - accuracy: 0.80020s - loss: 0.4274 - accuracy: 0.80 Epoch 164/500 718/718 [==============================] - 1s 880us/step - loss: 0.4264 - accuracy: 0.7978 Epoch 165/500 718/718 [==============================] - 1s 880us/step - loss: 0.4269 - accuracy: 0.7997 Epoch 166/500 718/718 [==============================] - 1s 859us/step - loss: 0.4267 - accuracy: 0.7991 Epoch 167/500 718/718 [==============================] - 1s 873us/step - loss: 0.4272 - accuracy: 0.79760s - loss: 0.4285 - accuracy: 0.79 Epoch 168/500 718/718 [==============================] - 1s 866us/step - loss: 0.4257 - accuracy: 0.8011 Epoch 169/500 718/718 [==============================] - 1s 897us/step - loss: 0.4259 - accuracy: 0.7987 Epoch 170/500 718/718 [==============================] - 1s 943us/step - loss: 0.4273 - accuracy: 0.79930s - loss: 0.4277 - accuracy: - ETA: 0s - loss: 0.4264 - accuracy: 0.79 Epoch 171/500 718/718 [==============================] - 1s 932us/step - loss: 0.4265 - accuracy: 0.7979 Epoch 172/500 718/718 [==============================] - 1s 915us/step - loss: 0.4261 - accuracy: 0.7999 Epoch 173/500 718/718 [==============================] - 1s 889us/step - loss: 0.4261 - accuracy: 0.8007 Epoch 174/500 718/718 [==============================] - 1s 884us/step - loss: 0.4264 - accuracy: 0.8005 Epoch 175/500 718/718 [==============================] - 1s 894us/step - loss: 0.4262 - accuracy: 0.7974 Epoch 176/500 718/718 [==============================] - 1s 876us/step - loss: 0.4257 - accuracy: 0.7994 Epoch 177/500 718/718 [==============================] - 1s 920us/step - loss: 0.4261 - accuracy: 0.8010 Epoch 178/500 718/718 [==============================] - 1s 871us/step - loss: 0.4266 - accuracy: 0.7989 Epoch 179/500 718/718 [==============================] - 1s 861us/step - loss: 0.4261 - accuracy: 0.7974 Epoch 180/500 718/718 [==============================] - 1s 887us/step - loss: 0.4269 - accuracy: 0.8003 Epoch 181/500 718/718 [==============================] - 1s 864us/step - loss: 0.4263 - accuracy: 0.7974 Epoch 182/500 718/718 [==============================] - 1s 870us/step - loss: 0.4265 - accuracy: 0.7977 Epoch 183/500 718/718 [==============================] - 1s 876us/step - loss: 0.4264 - accuracy: 0.8000 Epoch 184/500 718/718 [==============================] - 1s 872us/step - loss: 0.4266 - accuracy: 0.8000 Epoch 185/500 718/718 [==============================] - 1s 880us/step - loss: 0.4272 - accuracy: 0.7966 Epoch 186/500 718/718 [==============================] - 1s 882us/step - loss: 0.4267 - accuracy: 0.7992 Epoch 187/500 718/718 [==============================] - 1s 867us/step - loss: 0.4264 - accuracy: 0.8003 Epoch 188/500 718/718 [==============================] - 1s 893us/step - loss: 0.4264 - accuracy: 0.7980 Epoch 189/500 718/718 [==============================] - 1s 884us/step - loss: 0.4268 - accuracy: 0.7981 Epoch 190/500 718/718 [==============================] - 1s 867us/step - loss: 0.4260 - accuracy: 0.8014 Epoch 191/500 718/718 [==============================] - 1s 886us/step - loss: 0.4269 - accuracy: 0.7967 Epoch 192/500 718/718 [==============================] - 1s 871us/step - loss: 0.4267 - accuracy: 0.7976 Epoch 193/500 718/718 [==============================] - 1s 884us/step - loss: 0.4266 - accuracy: 0.7982 Epoch 194/500 718/718 [==============================] - 1s 873us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8016 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7982 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7991: 0s - loss: 0.4282 - accuracy: Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8000 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7990: 0s - loss: 0.4197 Epoch 200/500 718/718 [==============================] - 1s 971us/step - loss: 0.4262 - accuracy: 0.7987 Epoch 201/500 718/718 [==============================] - 1s 942us/step - loss: 0.4265 - accuracy: 0.7992 Epoch 202/500 718/718 [==============================] - 1s 882us/step - loss: 0.4261 - accuracy: 0.7988 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7996 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7992 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7997 Epoch 206/500 718/718 [==============================] - 1s 897us/step - loss: 0.4260 - accuracy: 0.7988 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.7998: 0s - loss: 0.4261 - accuracy: 0. Epoch 208/500 718/718 [==============================] - 1s 931us/step - loss: 0.4254 - accuracy: 0.8020 Epoch 209/500 718/718 [==============================] - 1s 875us/step - loss: 0.4262 - accuracy: 0.7998 Epoch 210/500 718/718 [==============================] - 1s 974us/step - loss: 0.4259 - accuracy: 0.7988 Epoch 211/500 718/718 [==============================] - 1s 928us/step - loss: 0.4260 - accuracy: 0.7998 Epoch 212/500 718/718 [==============================] - 1s 870us/step - loss: 0.4271 - accuracy: 0.7976 Epoch 213/500 718/718 [==============================] - 1s 880us/step - loss: 0.4265 - accuracy: 0.7985 Epoch 214/500 718/718 [==============================] - 1s 869us/step - loss: 0.4261 - accuracy: 0.8000 Epoch 215/500 718/718 [==============================] - 1s 896us/step - loss: 0.4267 - accuracy: 0.7987 Epoch 216/500 718/718 [==============================] - 1s 873us/step - loss: 0.4260 - accuracy: 0.7977 Epoch 217/500 718/718 [==============================] - 1s 889us/step - loss: 0.4260 - accuracy: 0.7991 Epoch 218/500 718/718 [==============================] - 1s 868us/step - loss: 0.4262 - accuracy: 0.8010 Epoch 219/500 718/718 [==============================] - 1s 896us/step - loss: 0.4264 - accuracy: 0.8002 Epoch 220/500 718/718 [==============================] - 1s 880us/step - loss: 0.4257 - accuracy: 0.8001 Epoch 221/500 718/718 [==============================] - 1s 872us/step - loss: 0.4264 - accuracy: 0.8003 Epoch 222/500 718/718 [==============================] - 1s 885us/step - loss: 0.4261 - accuracy: 0.7981 Epoch 223/500 718/718 [==============================] - 1s 897us/step - loss: 0.4263 - accuracy: 0.7997 Epoch 224/500 718/718 [==============================] - 1s 860us/step - loss: 0.4267 - accuracy: 0.7981 Epoch 225/500 718/718 [==============================] - 1s 888us/step - loss: 0.4263 - accuracy: 0.7997 Epoch 226/500 718/718 [==============================] - 1s 865us/step - loss: 0.4258 - accuracy: 0.8021 Epoch 227/500 718/718 [==============================] - 1s 880us/step - loss: 0.4272 - accuracy: 0.7997 Epoch 228/500 718/718 [==============================] - 1s 908us/step - loss: 0.4262 - accuracy: 0.7989 Epoch 229/500 718/718 [==============================] - 1s 864us/step - loss: 0.4260 - accuracy: 0.79940s - loss: 0.4197 Epoch 230/500 718/718 [==============================] - 1s 912us/step - loss: 0.4265 - accuracy: 0.8010 Epoch 231/500 718/718 [==============================] - 1s 883us/step - loss: 0.4262 - accuracy: 0.7990 Epoch 232/500 718/718 [==============================] - 1s 872us/step - loss: 0.4258 - accuracy: 0.80070s - loss: 0.4230 - accuracy Epoch 233/500 718/718 [==============================] - 1s 880us/step - loss: 0.4253 - accuracy: 0.7987 Epoch 234/500 718/718 [==============================] - 1s 892us/step - loss: 0.4264 - accuracy: 0.7984 Epoch 235/500 718/718 [==============================] - 1s 867us/step - loss: 0.4259 - accuracy: 0.8008 Epoch 236/500 718/718 [==============================] - 1s 897us/step - loss: 0.4263 - accuracy: 0.7992 Epoch 237/500 718/718 [==============================] - 1s 886us/step - loss: 0.4254 - accuracy: 0.79970s - loss: 0.4256 - accuracy: 0.79 Epoch 238/500 718/718 [==============================] - 1s 859us/step - loss: 0.4259 - accuracy: 0.8002 Epoch 239/500 718/718 [==============================] - 1s 890us/step - loss: 0.4262 - accuracy: 0.7990 Epoch 240/500 718/718 [==============================] - 1s 879us/step - loss: 0.4259 - accuracy: 0.8008 Epoch 241/500 718/718 [==============================] - 1s 879us/step - loss: 0.4261 - accuracy: 0.7993 Epoch 242/500 718/718 [==============================] - 1s 910us/step - loss: 0.4268 - accuracy: 0.7984 Epoch 243/500 718/718 [==============================] - 1s 875us/step - loss: 0.4265 - accuracy: 0.7986 Epoch 244/500 718/718 [==============================] - 1s 960us/step - loss: 0.4260 - accuracy: 0.8004 Epoch 245/500 718/718 [==============================] - 1s 887us/step - loss: 0.4266 - accuracy: 0.8003 Epoch 246/500 718/718 [==============================] - 1s 874us/step - loss: 0.4263 - accuracy: 0.7982 Epoch 247/500 718/718 [==============================] - 1s 903us/step - loss: 0.4267 - accuracy: 0.7988 Epoch 248/500 718/718 [==============================] - 1s 901us/step - loss: 0.4255 - accuracy: 0.7998 Epoch 249/500 718/718 [==============================] - 1s 860us/step - loss: 0.4263 - accuracy: 0.7977 Epoch 250/500 718/718 [==============================] - 1s 926us/step - loss: 0.4258 - accuracy: 0.7999 Epoch 251/500 718/718 [==============================] - 1s 875us/step - loss: 0.4263 - accuracy: 0.8002 Epoch 252/500 718/718 [==============================] - 1s 872us/step - loss: 0.4257 - accuracy: 0.8016 Epoch 253/500 718/718 [==============================] - 1s 886us/step - loss: 0.4258 - accuracy: 0.79840s - loss: 0.4260 - accuracy Epoch 254/500 718/718 [==============================] - 1s 870us/step - loss: 0.4262 - accuracy: 0.7974 Epoch 255/500 718/718 [==============================] - 1s 885us/step - loss: 0.4263 - accuracy: 0.8010 Epoch 256/500 718/718 [==============================] - 1s 887us/step - loss: 0.4264 - accuracy: 0.7991 Epoch 257/500 718/718 [==============================] - 1s 868us/step - loss: 0.4263 - accuracy: 0.8007 Epoch 258/500 718/718 [==============================] - 1s 896us/step - loss: 0.4260 - accuracy: 0.7990 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7992 Epoch 260/500 718/718 [==============================] - 1s 880us/step - loss: 0.4261 - accuracy: 0.79860s - loss: 0.4252 - accuracy: 0. Epoch 261/500 718/718 [==============================] - 1s 881us/step - loss: 0.4263 - accuracy: 0.7997 Epoch 262/500 718/718 [==============================] - 1s 898us/step - loss: 0.4263 - accuracy: 0.7998 Epoch 263/500 718/718 [==============================] - 1s 949us/step - loss: 0.4260 - accuracy: 0.8007 Epoch 264/500 718/718 [==============================] - 1s 910us/step - loss: 0.4263 - accuracy: 0.8005 Epoch 265/500 718/718 [==============================] - 1s 890us/step - loss: 0.4253 - accuracy: 0.8003 Epoch 266/500 718/718 [==============================] - 1s 881us/step - loss: 0.4259 - accuracy: 0.8001 Epoch 267/500 718/718 [==============================] - 1s 889us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 268/500 718/718 [==============================] - 1s 867us/step - loss: 0.4262 - accuracy: 0.7997 Epoch 269/500 718/718 [==============================] - 1s 907us/step - loss: 0.4260 - accuracy: 0.7981 Epoch 270/500 718/718 [==============================] - 1s 886us/step - loss: 0.4260 - accuracy: 0.8017 Epoch 271/500 718/718 [==============================] - 1s 872us/step - loss: 0.4262 - accuracy: 0.7986 Epoch 272/500 718/718 [==============================] - 1s 873us/step - loss: 0.4258 - accuracy: 0.8010 Epoch 273/500 718/718 [==============================] - 1s 890us/step - loss: 0.4263 - accuracy: 0.7971 Epoch 274/500 718/718 [==============================] - 1s 871us/step - loss: 0.4261 - accuracy: 0.7989 Epoch 275/500 718/718 [==============================] - 1s 892us/step - loss: 0.4262 - accuracy: 0.7981 Epoch 276/500 718/718 [==============================] - 1s 879us/step - loss: 0.4260 - accuracy: 0.80090s - loss: 0.4229 - Epoch 277/500 718/718 [==============================] - 1s 895us/step - loss: 0.4258 - accuracy: 0.7983 Epoch 278/500 718/718 [==============================] - 1s 875us/step - loss: 0.4257 - accuracy: 0.8007 Epoch 279/500 718/718 [==============================] - 1s 893us/step - loss: 0.4261 - accuracy: 0.8004 Epoch 280/500 718/718 [==============================] - 1s 878us/step - loss: 0.4260 - accuracy: 0.7991 Epoch 281/500 718/718 [==============================] - 1s 886us/step - loss: 0.4257 - accuracy: 0.7990 Epoch 282/500 718/718 [==============================] - 1s 871us/step - loss: 0.4257 - accuracy: 0.8016 Epoch 283/500 718/718 [==============================] - 1s 883us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 284/500 718/718 [==============================] - 1s 888us/step - loss: 0.4249 - accuracy: 0.7989 Epoch 285/500 718/718 [==============================] - 1s 865us/step - loss: 0.4259 - accuracy: 0.8003 Epoch 286/500 718/718 [==============================] - 1s 883us/step - loss: 0.4265 - accuracy: 0.7983 Epoch 287/500 718/718 [==============================] - 1s 881us/step - loss: 0.4262 - accuracy: 0.7972 Epoch 288/500 718/718 [==============================] - 1s 881us/step - loss: 0.4260 - accuracy: 0.7980 Epoch 289/500 718/718 [==============================] - 1s 886us/step - loss: 0.4258 - accuracy: 0.80000s - loss: 0.4320 - accu Epoch 290/500 718/718 [==============================] - 1s 875us/step - loss: 0.4257 - accuracy: 0.7989 Epoch 291/500 718/718 [==============================] - 1s 899us/step - loss: 0.4262 - accuracy: 0.7975 Epoch 292/500 718/718 [==============================] - 1s 880us/step - loss: 0.4254 - accuracy: 0.7982 Epoch 293/500 718/718 [==============================] - 1s 867us/step - loss: 0.4253 - accuracy: 0.8002 Epoch 294/500 718/718 [==============================] - 1s 879us/step - loss: 0.4263 - accuracy: 0.8011 Epoch 295/500 718/718 [==============================] - 1s 900us/step - loss: 0.4265 - accuracy: 0.7992 Epoch 296/500 718/718 [==============================] - 1s 866us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 297/500 718/718 [==============================] - 1s 894us/step - loss: 0.4261 - accuracy: 0.8001 Epoch 298/500 718/718 [==============================] - 1s 880us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 299/500 718/718 [==============================] - 1s 870us/step - loss: 0.4260 - accuracy: 0.7997 Epoch 300/500 718/718 [==============================] - 1s 873us/step - loss: 0.4263 - accuracy: 0.7985 Epoch 301/500 718/718 [==============================] - 1s 864us/step - loss: 0.4259 - accuracy: 0.7990 Epoch 302/500 718/718 [==============================] - 1s 886us/step - loss: 0.4262 - accuracy: 0.8003 Epoch 303/500 718/718 [==============================] - 1s 895us/step - loss: 0.4260 - accuracy: 0.8002 Epoch 304/500 718/718 [==============================] - 1s 861us/step - loss: 0.4257 - accuracy: 0.7988 Epoch 305/500 718/718 [==============================] - 1s 888us/step - loss: 0.4260 - accuracy: 0.8009 Epoch 306/500 718/718 [==============================] - 1s 943us/step - loss: 0.4258 - accuracy: 0.7977 Epoch 307/500 718/718 [==============================] - 1s 861us/step - loss: 0.4261 - accuracy: 0.7979 Epoch 308/500 718/718 [==============================] - 1s 879us/step - loss: 0.4257 - accuracy: 0.7983 Epoch 309/500 718/718 [==============================] - 1s 931us/step - loss: 0.4259 - accuracy: 0.8004 Epoch 310/500 718/718 [==============================] - 1s 880us/step - loss: 0.4258 - accuracy: 0.8000 Epoch 311/500 718/718 [==============================] - 1s 866us/step - loss: 0.4252 - accuracy: 0.7990 Epoch 312/500 718/718 [==============================] - 1s 877us/step - loss: 0.4268 - accuracy: 0.7982 Epoch 313/500 718/718 [==============================] - 1s 941us/step - loss: 0.4256 - accuracy: 0.8008 Epoch 314/500 718/718 [==============================] - 1s 882us/step - loss: 0.4255 - accuracy: 0.7997 Epoch 315/500 718/718 [==============================] - 1s 868us/step - loss: 0.4259 - accuracy: 0.7973 Epoch 316/500 718/718 [==============================] - 1s 880us/step - loss: 0.4257 - accuracy: 0.7986 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.8010 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7998 Epoch 319/500 718/718 [==============================] - 1s 928us/step - loss: 0.4262 - accuracy: 0.7979 Epoch 320/500 718/718 [==============================] - 1s 887us/step - loss: 0.4258 - accuracy: 0.8001 Epoch 321/500 718/718 [==============================] - 1s 888us/step - loss: 0.4259 - accuracy: 0.7992 Epoch 322/500 718/718 [==============================] - 1s 873us/step - loss: 0.4260 - accuracy: 0.7993 Epoch 323/500 718/718 [==============================] - 1s 890us/step - loss: 0.4252 - accuracy: 0.8002 Epoch 324/500 718/718 [==============================] - 1s 869us/step - loss: 0.4256 - accuracy: 0.8005 Epoch 325/500 718/718 [==============================] - 1s 885us/step - loss: 0.4259 - accuracy: 0.7982 Epoch 326/500 718/718 [==============================] - 1s 871us/step - loss: 0.4262 - accuracy: 0.8001 Epoch 327/500 718/718 [==============================] - 1s 868us/step - loss: 0.4264 - accuracy: 0.7996 Epoch 328/500 718/718 [==============================] - 1s 896us/step - loss: 0.4259 - accuracy: 0.7997 Epoch 329/500 718/718 [==============================] - 1s 917us/step - loss: 0.4257 - accuracy: 0.7998 Epoch 330/500 718/718 [==============================] - 1s 875us/step - loss: 0.4256 - accuracy: 0.7990 Epoch 331/500 718/718 [==============================] - 1s 879us/step - loss: 0.4267 - accuracy: 0.7993 Epoch 332/500 718/718 [==============================] - 1s 875us/step - loss: 0.4264 - accuracy: 0.7996 Epoch 333/500 718/718 [==============================] - 1s 871us/step - loss: 0.4255 - accuracy: 0.7983 Epoch 334/500 718/718 [==============================] - 1s 873us/step - loss: 0.4257 - accuracy: 0.7996 Epoch 335/500 718/718 [==============================] - 1s 856us/step - loss: 0.4260 - accuracy: 0.7975 Epoch 336/500 718/718 [==============================] - 1s 889us/step - loss: 0.4257 - accuracy: 0.7993 Epoch 337/500 718/718 [==============================] - 1s 872us/step - loss: 0.4257 - accuracy: 0.7998 Epoch 338/500 718/718 [==============================] - 1s 882us/step - loss: 0.4258 - accuracy: 0.7989 Epoch 339/500 718/718 [==============================] - 1s 863us/step - loss: 0.4260 - accuracy: 0.79910s - loss: 0.4242 - accura Epoch 340/500 718/718 [==============================] - 1s 877us/step - loss: 0.4261 - accuracy: 0.7987 Epoch 341/500 718/718 [==============================] - 1s 862us/step - loss: 0.4257 - accuracy: 0.7978 Epoch 342/500 718/718 [==============================] - 1s 877us/step - loss: 0.4254 - accuracy: 0.7980 Epoch 343/500 718/718 [==============================] - 1s 853us/step - loss: 0.4260 - accuracy: 0.7991 Epoch 344/500 718/718 [==============================] - 1s 876us/step - loss: 0.4258 - accuracy: 0.7980 Epoch 345/500 718/718 [==============================] - 1s 869us/step - loss: 0.4257 - accuracy: 0.8003 Epoch 346/500 718/718 [==============================] - 1s 852us/step - loss: 0.4260 - accuracy: 0.7985 Epoch 347/500 718/718 [==============================] - 1s 873us/step - loss: 0.4260 - accuracy: 0.80040s - loss: 0.4181 - Epoch 348/500 718/718 [==============================] - 1s 877us/step - loss: 0.4257 - accuracy: 0.7986 Epoch 349/500 718/718 [==============================] - 1s 850us/step - loss: 0.4257 - accuracy: 0.8002 Epoch 350/500 718/718 [==============================] - 1s 870us/step - loss: 0.4258 - accuracy: 0.8010 Epoch 351/500 718/718 [==============================] - 1s 858us/step - loss: 0.4253 - accuracy: 0.7977 Epoch 352/500 718/718 [==============================] - 1s 891us/step - loss: 0.4257 - accuracy: 0.8003 Epoch 353/500 718/718 [==============================] - 1s 888us/step - loss: 0.4268 - accuracy: 0.7999 Epoch 354/500 718/718 [==============================] - 1s 876us/step - loss: 0.4264 - accuracy: 0.7987 Epoch 355/500 718/718 [==============================] - 1s 893us/step - loss: 0.4259 - accuracy: 0.7971 Epoch 356/500 718/718 [==============================] - 1s 881us/step - loss: 0.4254 - accuracy: 0.7983 Epoch 357/500 718/718 [==============================] - 1s 921us/step - loss: 0.4257 - accuracy: 0.7999 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8000 Epoch 359/500 718/718 [==============================] - 1s 920us/step - loss: 0.4261 - accuracy: 0.7981 Epoch 360/500 718/718 [==============================] - 1s 995us/step - loss: 0.4265 - accuracy: 0.7993 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7983 Epoch 362/500 718/718 [==============================] - 1s 963us/step - loss: 0.4261 - accuracy: 0.7982 Epoch 363/500 718/718 [==============================] - 1s 937us/step - loss: 0.4254 - accuracy: 0.8009 Epoch 364/500 718/718 [==============================] - 1s 872us/step - loss: 0.4257 - accuracy: 0.7996 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7990 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.8017 Epoch 367/500 718/718 [==============================] - 1s 947us/step - loss: 0.4260 - accuracy: 0.7976 Epoch 368/500 718/718 [==============================] - 1s 867us/step - loss: 0.4253 - accuracy: 0.8012 Epoch 369/500 718/718 [==============================] - 1s 882us/step - loss: 0.4260 - accuracy: 0.7989 Epoch 370/500 718/718 [==============================] - 1s 906us/step - loss: 0.4256 - accuracy: 0.7967 Epoch 371/500 718/718 [==============================] - 1s 873us/step - loss: 0.4254 - accuracy: 0.7988 Epoch 372/500 718/718 [==============================] - 1s 885us/step - loss: 0.4255 - accuracy: 0.7985 Epoch 373/500 718/718 [==============================] - 1s 876us/step - loss: 0.4256 - accuracy: 0.7985 Epoch 374/500 718/718 [==============================] - 1s 876us/step - loss: 0.4261 - accuracy: 0.7984 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7985 Epoch 376/500 718/718 [==============================] - 1s 891us/step - loss: 0.4258 - accuracy: 0.7985 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7996 Epoch 378/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.8002: 0s Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7987 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7985 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.7993 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7997 Epoch 383/500 718/718 [==============================] - 1s 938us/step - loss: 0.4255 - accuracy: 0.7998 Epoch 384/500 718/718 [==============================] - 1s 975us/step - loss: 0.4262 - accuracy: 0.7995 Epoch 385/500 718/718 [==============================] - 1s 902us/step - loss: 0.4257 - accuracy: 0.8008 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7985 Epoch 387/500 718/718 [==============================] - 1s 922us/step - loss: 0.4264 - accuracy: 0.7990 Epoch 388/500 718/718 [==============================] - 1s 889us/step - loss: 0.4256 - accuracy: 0.7984 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7990 Epoch 390/500 718/718 [==============================] - 1s 917us/step - loss: 0.4256 - accuracy: 0.7976 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.8007 Epoch 392/500 718/718 [==============================] - 1s 885us/step - loss: 0.4250 - accuracy: 0.8017 Epoch 393/500 718/718 [==============================] - 1s 971us/step - loss: 0.4259 - accuracy: 0.8000 Epoch 394/500 718/718 [==============================] - 1s 902us/step - loss: 0.4251 - accuracy: 0.7973 Epoch 395/500 718/718 [==============================] - 1s 894us/step - loss: 0.4264 - accuracy: 0.7997 Epoch 396/500 718/718 [==============================] - 1s 873us/step - loss: 0.4264 - accuracy: 0.7990 Epoch 397/500 718/718 [==============================] - 1s 878us/step - loss: 0.4259 - accuracy: 0.7980 Epoch 398/500 718/718 [==============================] - 1s 902us/step - loss: 0.4260 - accuracy: 0.8006 Epoch 399/500 718/718 [==============================] - 1s 866us/step - loss: 0.4256 - accuracy: 0.8001 Epoch 400/500 718/718 [==============================] - 1s 875us/step - loss: 0.4263 - accuracy: 0.7978 Epoch 401/500 718/718 [==============================] - 1s 884us/step - loss: 0.4252 - accuracy: 0.7996 Epoch 402/500 718/718 [==============================] - 1s 875us/step - loss: 0.4253 - accuracy: 0.8001 Epoch 403/500 718/718 [==============================] - 1s 868us/step - loss: 0.4260 - accuracy: 0.7984 Epoch 404/500 718/718 [==============================] - 1s 871us/step - loss: 0.4258 - accuracy: 0.7976 Epoch 405/500 718/718 [==============================] - 1s 876us/step - loss: 0.4263 - accuracy: 0.8000 Epoch 406/500 718/718 [==============================] - 1s 868us/step - loss: 0.4249 - accuracy: 0.8006 Epoch 407/500 718/718 [==============================] - 1s 876us/step - loss: 0.4259 - accuracy: 0.7995 Epoch 408/500 718/718 [==============================] - 1s 867us/step - loss: 0.4257 - accuracy: 0.8011 Epoch 409/500 718/718 [==============================] - 1s 890us/step - loss: 0.4255 - accuracy: 0.8002 Epoch 410/500 718/718 [==============================] - 1s 864us/step - loss: 0.4260 - accuracy: 0.7990 Epoch 411/500 718/718 [==============================] - 1s 884us/step - loss: 0.4262 - accuracy: 0.7989 Epoch 412/500 718/718 [==============================] - 1s 889us/step - loss: 0.4256 - accuracy: 0.8002 Epoch 413/500 718/718 [==============================] - 1s 867us/step - loss: 0.4255 - accuracy: 0.7980 Epoch 414/500 718/718 [==============================] - 1s 882us/step - loss: 0.4258 - accuracy: 0.7993 Epoch 415/500 718/718 [==============================] - 1s 877us/step - loss: 0.4255 - accuracy: 0.8005 Epoch 416/500 718/718 [==============================] - 1s 885us/step - loss: 0.4257 - accuracy: 0.8005 Epoch 417/500 718/718 [==============================] - 1s 921us/step - loss: 0.4259 - accuracy: 0.7981 Epoch 418/500 718/718 [==============================] - 1s 874us/step - loss: 0.4256 - accuracy: 0.7988 Epoch 419/500 718/718 [==============================] - 1s 892us/step - loss: 0.4264 - accuracy: 0.8003 Epoch 420/500 718/718 [==============================] - 1s 884us/step - loss: 0.4262 - accuracy: 0.8020 Epoch 421/500 718/718 [==============================] - 1s 904us/step - loss: 0.4254 - accuracy: 0.7997 Epoch 422/500 718/718 [==============================] - 1s 876us/step - loss: 0.4254 - accuracy: 0.8001 Epoch 423/500 718/718 [==============================] - 1s 882us/step - loss: 0.4257 - accuracy: 0.7995 Epoch 424/500 718/718 [==============================] - 1s 872us/step - loss: 0.4262 - accuracy: 0.7985 Epoch 425/500 718/718 [==============================] - 1s 870us/step - loss: 0.4258 - accuracy: 0.7995 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7995 Epoch 427/500 718/718 [==============================] - 1s 885us/step - loss: 0.4251 - accuracy: 0.8003 Epoch 428/500 718/718 [==============================] - 1s 896us/step - loss: 0.4258 - accuracy: 0.7996 Epoch 429/500 718/718 [==============================] - 1s 875us/step - loss: 0.4260 - accuracy: 0.7969 Epoch 430/500 718/718 [==============================] - 1s 869us/step - loss: 0.4259 - accuracy: 0.7994 Epoch 431/500 718/718 [==============================] - 1s 893us/step - loss: 0.4254 - accuracy: 0.80100s - loss: 0.4241 - ac Epoch 432/500 718/718 [==============================] - 1s 907us/step - loss: 0.4268 - accuracy: 0.7985 Epoch 433/500 718/718 [==============================] - 1s 874us/step - loss: 0.4255 - accuracy: 0.8009 Epoch 434/500 718/718 [==============================] - 1s 882us/step - loss: 0.4254 - accuracy: 0.7983 Epoch 435/500 718/718 [==============================] - 1s 864us/step - loss: 0.4260 - accuracy: 0.8010 Epoch 436/500 718/718 [==============================] - 1s 875us/step - loss: 0.4260 - accuracy: 0.8007 Epoch 437/500 718/718 [==============================] - 1s 909us/step - loss: 0.4261 - accuracy: 0.7985 Epoch 438/500 718/718 [==============================] - 1s 878us/step - loss: 0.4255 - accuracy: 0.8004 Epoch 439/500 718/718 [==============================] - 1s 861us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 440/500 718/718 [==============================] - 1s 867us/step - loss: 0.4255 - accuracy: 0.8012 Epoch 441/500 718/718 [==============================] - 1s 885us/step - loss: 0.4255 - accuracy: 0.8012 Epoch 442/500 718/718 [==============================] - 1s 875us/step - loss: 0.4260 - accuracy: 0.7974 Epoch 443/500 718/718 [==============================] - 1s 871us/step - loss: 0.4256 - accuracy: 0.7998 Epoch 444/500 718/718 [==============================] - 1s 859us/step - loss: 0.4256 - accuracy: 0.8005 Epoch 445/500 718/718 [==============================] - 1s 973us/step - loss: 0.4259 - accuracy: 0.7982 Epoch 446/500 718/718 [==============================] - 1s 907us/step - loss: 0.4260 - accuracy: 0.7993 Epoch 447/500 718/718 [==============================] - 1s 955us/step - loss: 0.4255 - accuracy: 0.7999 Epoch 448/500 718/718 [==============================] - 1s 997us/step - loss: 0.4250 - accuracy: 0.7967 Epoch 449/500 718/718 [==============================] - 1s 920us/step - loss: 0.4257 - accuracy: 0.8011 Epoch 450/500 718/718 [==============================] - 1s 885us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 451/500 718/718 [==============================] - 1s 882us/step - loss: 0.4257 - accuracy: 0.80030s - loss: 0.4289 - accura Epoch 452/500 718/718 [==============================] - 1s 868us/step - loss: 0.4259 - accuracy: 0.7990 Epoch 453/500 718/718 [==============================] - 1s 867us/step - loss: 0.4257 - accuracy: 0.7988 Epoch 454/500 718/718 [==============================] - 1s 878us/step - loss: 0.4260 - accuracy: 0.7996 Epoch 455/500 718/718 [==============================] - 1s 894us/step - loss: 0.4255 - accuracy: 0.7983 Epoch 456/500 718/718 [==============================] - 1s 901us/step - loss: 0.4252 - accuracy: 0.8012 Epoch 457/500 718/718 [==============================] - 1s 891us/step - loss: 0.4258 - accuracy: 0.8007 Epoch 458/500 718/718 [==============================] - 1s 867us/step - loss: 0.4261 - accuracy: 0.7994 Epoch 459/500 718/718 [==============================] - 1s 882us/step - loss: 0.4258 - accuracy: 0.7998 Epoch 460/500 718/718 [==============================] - 1s 884us/step - loss: 0.4255 - accuracy: 0.7998 Epoch 461/500 718/718 [==============================] - 1s 864us/step - loss: 0.4258 - accuracy: 0.7998 Epoch 462/500 718/718 [==============================] - 1s 887us/step - loss: 0.4258 - accuracy: 0.7990 Epoch 463/500 718/718 [==============================] - 1s 868us/step - loss: 0.4259 - accuracy: 0.7987 Epoch 464/500 718/718 [==============================] - 1s 889us/step - loss: 0.4260 - accuracy: 0.79760s - loss: 0.4301 - Epoch 465/500 718/718 [==============================] - 1s 921us/step - loss: 0.4247 - accuracy: 0.8003 Epoch 466/500 718/718 [==============================] - 1s 864us/step - loss: 0.4257 - accuracy: 0.7989 Epoch 467/500 718/718 [==============================] - 1s 885us/step - loss: 0.4256 - accuracy: 0.7991 Epoch 468/500 718/718 [==============================] - 1s 887us/step - loss: 0.4257 - accuracy: 0.7996 Epoch 469/500 718/718 [==============================] - 1s 861us/step - loss: 0.4259 - accuracy: 0.7980 Epoch 470/500 718/718 [==============================] - 1s 882us/step - loss: 0.4262 - accuracy: 0.7997 Epoch 471/500 718/718 [==============================] - 1s 874us/step - loss: 0.4255 - accuracy: 0.7984 Epoch 472/500 718/718 [==============================] - 1s 866us/step - loss: 0.4252 - accuracy: 0.7977 Epoch 473/500 718/718 [==============================] - 1s 881us/step - loss: 0.4254 - accuracy: 0.8010 Epoch 474/500 718/718 [==============================] - 1s 881us/step - loss: 0.4257 - accuracy: 0.7983 Epoch 475/500 718/718 [==============================] - 1s 882us/step - loss: 0.4259 - accuracy: 0.7994 Epoch 476/500 718/718 [==============================] - 1s 881us/step - loss: 0.4256 - accuracy: 0.7984 Epoch 477/500 718/718 [==============================] - 1s 863us/step - loss: 0.4253 - accuracy: 0.7992 Epoch 478/500 718/718 [==============================] - 1s 872us/step - loss: 0.4260 - accuracy: 0.8010 Epoch 479/500 718/718 [==============================] - 1s 883us/step - loss: 0.4260 - accuracy: 0.8010 Epoch 480/500 718/718 [==============================] - 1s 949us/step - loss: 0.4250 - accuracy: 0.7989 Epoch 481/500 718/718 [==============================] - 1s 884us/step - loss: 0.4260 - accuracy: 0.8004 Epoch 482/500 718/718 [==============================] - 1s 884us/step - loss: 0.4256 - accuracy: 0.7983 Epoch 483/500 718/718 [==============================] - 1s 870us/step - loss: 0.4264 - accuracy: 0.7979 Epoch 484/500 718/718 [==============================] - 1s 875us/step - loss: 0.4251 - accuracy: 0.7988 Epoch 485/500 718/718 [==============================] - 1s 884us/step - loss: 0.4252 - accuracy: 0.79800s - loss: 0.4262 - accuracy: 0.79 Epoch 486/500 718/718 [==============================] - 1s 860us/step - loss: 0.4256 - accuracy: 0.8013 Epoch 487/500 718/718 [==============================] - 1s 903us/step - loss: 0.4253 - accuracy: 0.7972 Epoch 488/500 718/718 [==============================] - 1s 861us/step - loss: 0.4261 - accuracy: 0.7996 Epoch 489/500 718/718 [==============================] - 1s 872us/step - loss: 0.4252 - accuracy: 0.7992 Epoch 490/500 718/718 [==============================] - 1s 886us/step - loss: 0.4262 - accuracy: 0.7989 Epoch 491/500 718/718 [==============================] - 1s 883us/step - loss: 0.4252 - accuracy: 0.7989 Epoch 492/500 718/718 [==============================] - 1s 877us/step - loss: 0.4249 - accuracy: 0.7998 Epoch 493/500 718/718 [==============================] - 1s 868us/step - loss: 0.4262 - accuracy: 0.79770s - loss: 0.4250 - Epoch 494/500 718/718 [==============================] - 1s 867us/step - loss: 0.4258 - accuracy: 0.7996 Epoch 495/500 718/718 [==============================] - 1s 894us/step - loss: 0.4257 - accuracy: 0.7998 Epoch 496/500 718/718 [==============================] - 1s 866us/step - loss: 0.4252 - accuracy: 0.7997 Epoch 497/500 718/718 [==============================] - 1s 875us/step - loss: 0.4256 - accuracy: 0.7984 Epoch 498/500 718/718 [==============================] - 1s 889us/step - loss: 0.4258 - accuracy: 0.8006 Epoch 499/500 718/718 [==============================] - 1s 861us/step - loss: 0.4255 - accuracy: 0.7988 Epoch 500/500 718/718 [==============================] - 1s 871us/step - loss: 0.4256 - accuracy: 0.7992 Epoch 1/500 718/718 [==============================] - 1s 891us/step - loss: 0.6103 - accuracy: 0.6673 Epoch 2/500 718/718 [==============================] - 1s 941us/step - loss: 0.5201 - accuracy: 0.7448 Epoch 3/500 718/718 [==============================] - 1s 923us/step - loss: 0.4881 - accuracy: 0.7646 Epoch 4/500 718/718 [==============================] - 1s 925us/step - loss: 0.4706 - accuracy: 0.77160s - loss: 0.4690 - accura Epoch 5/500 718/718 [==============================] - 1s 914us/step - loss: 0.4607 - accuracy: 0.7745 Epoch 6/500 718/718 [==============================] - 1s 930us/step - loss: 0.4536 - accuracy: 0.78240s - loss: 0.4540 - accuracy: 0. Epoch 7/500 718/718 [==============================] - 1s 907us/step - loss: 0.4494 - accuracy: 0.7831 Epoch 8/500 718/718 [==============================] - 1s 923us/step - loss: 0.4473 - accuracy: 0.7855 Epoch 9/500 718/718 [==============================] - 1s 927us/step - loss: 0.4461 - accuracy: 0.7858 Epoch 10/500 718/718 [==============================] - 1s 930us/step - loss: 0.4449 - accuracy: 0.7860 Epoch 11/500 718/718 [==============================] - 1s 914us/step - loss: 0.4439 - accuracy: 0.7868 Epoch 12/500 718/718 [==============================] - 1s 871us/step - loss: 0.4432 - accuracy: 0.7895 Epoch 13/500 718/718 [==============================] - 1s 856us/step - loss: 0.4433 - accuracy: 0.7878 Epoch 14/500 718/718 [==============================] - 1s 892us/step - loss: 0.4426 - accuracy: 0.7902 Epoch 15/500 718/718 [==============================] - 1s 852us/step - loss: 0.4420 - accuracy: 0.7883 Epoch 16/500 718/718 [==============================] - 1s 863us/step - loss: 0.4420 - accuracy: 0.7911 Epoch 17/500 718/718 [==============================] - 1s 869us/step - loss: 0.4418 - accuracy: 0.7891 Epoch 18/500 718/718 [==============================] - 1s 880us/step - loss: 0.4410 - accuracy: 0.7883 Epoch 19/500 718/718 [==============================] - 1s 888us/step - loss: 0.4407 - accuracy: 0.7893 Epoch 20/500 718/718 [==============================] - 1s 864us/step - loss: 0.4396 - accuracy: 0.7908 Epoch 21/500 718/718 [==============================] - 1s 956us/step - loss: 0.4391 - accuracy: 0.7926 Epoch 22/500 718/718 [==============================] - 1s 866us/step - loss: 0.4393 - accuracy: 0.79080s - loss: 0.4368 - accuracy: 0. Epoch 23/500 718/718 [==============================] - 1s 884us/step - loss: 0.4384 - accuracy: 0.7915 Epoch 24/500 718/718 [==============================] - 1s 856us/step - loss: 0.4379 - accuracy: 0.7940 Epoch 25/500 718/718 [==============================] - 1s 899us/step - loss: 0.4368 - accuracy: 0.7946 Epoch 26/500 718/718 [==============================] - 1s 862us/step - loss: 0.4357 - accuracy: 0.7942 Epoch 27/500 718/718 [==============================] - 1s 882us/step - loss: 0.4349 - accuracy: 0.7945 Epoch 28/500 718/718 [==============================] - 1s 934us/step - loss: 0.4348 - accuracy: 0.7955 Epoch 29/500 718/718 [==============================] - 1s 858us/step - loss: 0.4348 - accuracy: 0.7963 Epoch 30/500 718/718 [==============================] - 1s 912us/step - loss: 0.4341 - accuracy: 0.7968 Epoch 31/500 718/718 [==============================] - 1s 866us/step - loss: 0.4336 - accuracy: 0.7956 Epoch 32/500 718/718 [==============================] - 1s 862us/step - loss: 0.4320 - accuracy: 0.7955 Epoch 33/500 718/718 [==============================] - 1s 874us/step - loss: 0.4317 - accuracy: 0.7983 Epoch 34/500 718/718 [==============================] - 1s 867us/step - loss: 0.4317 - accuracy: 0.7963 Epoch 35/500 718/718 [==============================] - 1s 867us/step - loss: 0.4313 - accuracy: 0.7962 Epoch 36/500 718/718 [==============================] - 1s 876us/step - loss: 0.4311 - accuracy: 0.7974 Epoch 37/500 718/718 [==============================] - 1s 861us/step - loss: 0.4304 - accuracy: 0.7968 Epoch 38/500 718/718 [==============================] - 1s 978us/step - loss: 0.4295 - accuracy: 0.7974 Epoch 39/500 718/718 [==============================] - 1s 870us/step - loss: 0.4306 - accuracy: 0.7975 Epoch 40/500 718/718 [==============================] - 1s 863us/step - loss: 0.4295 - accuracy: 0.7976 Epoch 41/500 718/718 [==============================] - 1s 887us/step - loss: 0.4292 - accuracy: 0.7977 Epoch 42/500 718/718 [==============================] - 1s 874us/step - loss: 0.4292 - accuracy: 0.7990 Epoch 43/500 718/718 [==============================] - 1s 862us/step - loss: 0.4287 - accuracy: 0.7984 Epoch 44/500 718/718 [==============================] - 1s 874us/step - loss: 0.4281 - accuracy: 0.7983 Epoch 45/500 718/718 [==============================] - 1s 879us/step - loss: 0.4281 - accuracy: 0.7989 Epoch 46/500 718/718 [==============================] - 1s 871us/step - loss: 0.4284 - accuracy: 0.7974 Epoch 47/500 718/718 [==============================] - 1s 870us/step - loss: 0.4279 - accuracy: 0.7981 Epoch 48/500 718/718 [==============================] - 1s 858us/step - loss: 0.4282 - accuracy: 0.7976 Epoch 49/500 718/718 [==============================] - 1s 863us/step - loss: 0.4280 - accuracy: 0.7972 Epoch 50/500 718/718 [==============================] - 1s 948us/step - loss: 0.4276 - accuracy: 0.7981 Epoch 51/500 718/718 [==============================] - 1s 931us/step - loss: 0.4275 - accuracy: 0.7984 Epoch 52/500 718/718 [==============================] - 1s 882us/step - loss: 0.4271 - accuracy: 0.7993 Epoch 53/500 718/718 [==============================] - 1s 870us/step - loss: 0.4276 - accuracy: 0.7985 Epoch 54/500 718/718 [==============================] - 1s 856us/step - loss: 0.4266 - accuracy: 0.80060s - loss: 0.4232 - accuracy Epoch 55/500 718/718 [==============================] - 1s 859us/step - loss: 0.4276 - accuracy: 0.7977 Epoch 56/500 718/718 [==============================] - 1s 849us/step - loss: 0.4276 - accuracy: 0.7975 Epoch 57/500 718/718 [==============================] - 1s 875us/step - loss: 0.4271 - accuracy: 0.7987 Epoch 58/500 718/718 [==============================] - 1s 866us/step - loss: 0.4273 - accuracy: 0.7963 Epoch 59/500 718/718 [==============================] - 1s 848us/step - loss: 0.4271 - accuracy: 0.7988 Epoch 60/500 718/718 [==============================] - 1s 864us/step - loss: 0.4276 - accuracy: 0.7973 Epoch 61/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4268 - accuracy: 0.7974 Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7985 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8012 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7994 Epoch 65/500 718/718 [==============================] - 1s 938us/step - loss: 0.4268 - accuracy: 0.7978 Epoch 66/500 718/718 [==============================] - 1s 918us/step - loss: 0.4260 - accuracy: 0.7996 Epoch 67/500 718/718 [==============================] - 1s 886us/step - loss: 0.4268 - accuracy: 0.8006 Epoch 68/500 718/718 [==============================] - 1s 889us/step - loss: 0.4274 - accuracy: 0.7989 Epoch 69/500 718/718 [==============================] - 1s 916us/step - loss: 0.4269 - accuracy: 0.7959 Epoch 70/500 718/718 [==============================] - 1s 961us/step - loss: 0.4266 - accuracy: 0.7958 Epoch 71/500 718/718 [==============================] - 1s 887us/step - loss: 0.4267 - accuracy: 0.7976 Epoch 72/500 718/718 [==============================] - 1s 874us/step - loss: 0.4270 - accuracy: 0.7972 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7991 Epoch 74/500 718/718 [==============================] - 1s 945us/step - loss: 0.4270 - accuracy: 0.7994 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7965 Epoch 76/500 718/718 [==============================] - 1s 900us/step - loss: 0.4269 - accuracy: 0.7985 Epoch 77/500 718/718 [==============================] - 1s 989us/step - loss: 0.4269 - accuracy: 0.7994 Epoch 78/500 718/718 [==============================] - 1s 904us/step - loss: 0.4265 - accuracy: 0.7982 Epoch 79/500 718/718 [==============================] - 1s 877us/step - loss: 0.4260 - accuracy: 0.7989 Epoch 80/500 718/718 [==============================] - 1s 858us/step - loss: 0.4264 - accuracy: 0.7990 Epoch 81/500 718/718 [==============================] - 1s 880us/step - loss: 0.4262 - accuracy: 0.7993 Epoch 82/500 718/718 [==============================] - 1s 860us/step - loss: 0.4273 - accuracy: 0.7985 Epoch 83/500 718/718 [==============================] - 1s 874us/step - loss: 0.4270 - accuracy: 0.7977 Epoch 84/500 718/718 [==============================] - 1s 866us/step - loss: 0.4263 - accuracy: 0.7976 Epoch 85/500 718/718 [==============================] - 1s 860us/step - loss: 0.4262 - accuracy: 0.7995 Epoch 86/500 718/718 [==============================] - 1s 877us/step - loss: 0.4275 - accuracy: 0.7983 Epoch 87/500 718/718 [==============================] - 1s 875us/step - loss: 0.4270 - accuracy: 0.8001 Epoch 88/500 718/718 [==============================] - 1s 861us/step - loss: 0.4262 - accuracy: 0.7992 Epoch 89/500 718/718 [==============================] - 1s 885us/step - loss: 0.4268 - accuracy: 0.7966 Epoch 90/500 718/718 [==============================] - 1s 869us/step - loss: 0.4272 - accuracy: 0.7988 Epoch 91/500 718/718 [==============================] - 1s 965us/step - loss: 0.4264 - accuracy: 0.8004 Epoch 92/500 718/718 [==============================] - 1s 868us/step - loss: 0.4263 - accuracy: 0.7989 Epoch 93/500 718/718 [==============================] - 1s 865us/step - loss: 0.4263 - accuracy: 0.7979 Epoch 94/500 718/718 [==============================] - 1s 895us/step - loss: 0.4271 - accuracy: 0.7984 Epoch 95/500 718/718 [==============================] - 1s 878us/step - loss: 0.4266 - accuracy: 0.7987 Epoch 96/500 718/718 [==============================] - 1s 898us/step - loss: 0.4261 - accuracy: 0.7992 Epoch 97/500 718/718 [==============================] - 1s 883us/step - loss: 0.4264 - accuracy: 0.8008 Epoch 98/500 718/718 [==============================] - 1s 880us/step - loss: 0.4267 - accuracy: 0.7990 Epoch 99/500 718/718 [==============================] - 1s 862us/step - loss: 0.4262 - accuracy: 0.7990 Epoch 100/500 718/718 [==============================] - 1s 880us/step - loss: 0.4262 - accuracy: 0.7983 Epoch 101/500 718/718 [==============================] - 1s 856us/step - loss: 0.4257 - accuracy: 0.7990 Epoch 102/500 718/718 [==============================] - 1s 922us/step - loss: 0.4263 - accuracy: 0.7984 Epoch 103/500 718/718 [==============================] - 1s 901us/step - loss: 0.4262 - accuracy: 0.80030s - loss: 0.4208 - Epoch 104/500 718/718 [==============================] - 1s 862us/step - loss: 0.4264 - accuracy: 0.7997 Epoch 105/500 718/718 [==============================] - 1s 866us/step - loss: 0.4257 - accuracy: 0.8003 Epoch 106/500 718/718 [==============================] - 1s 891us/step - loss: 0.4267 - accuracy: 0.7981 Epoch 107/500 718/718 [==============================] - 1s 882us/step - loss: 0.4270 - accuracy: 0.7983 Epoch 108/500 718/718 [==============================] - 1s 883us/step - loss: 0.4263 - accuracy: 0.7995 Epoch 109/500 718/718 [==============================] - 1s 875us/step - loss: 0.4260 - accuracy: 0.8007 Epoch 110/500 718/718 [==============================] - 1s 866us/step - loss: 0.4265 - accuracy: 0.7983 Epoch 111/500 718/718 [==============================] - 1s 894us/step - loss: 0.4266 - accuracy: 0.8015 Epoch 112/500 718/718 [==============================] - 1s 888us/step - loss: 0.4257 - accuracy: 0.7995 Epoch 113/500 718/718 [==============================] - 1s 878us/step - loss: 0.4256 - accuracy: 0.7997 Epoch 114/500 718/718 [==============================] - 1s 872us/step - loss: 0.4265 - accuracy: 0.7963 Epoch 115/500 718/718 [==============================] - 1s 877us/step - loss: 0.4259 - accuracy: 0.8009 Epoch 116/500 718/718 [==============================] - 1s 878us/step - loss: 0.4264 - accuracy: 0.7976 Epoch 117/500 718/718 [==============================] - 1s 881us/step - loss: 0.4262 - accuracy: 0.7986 Epoch 118/500 718/718 [==============================] - 1s 868us/step - loss: 0.4261 - accuracy: 0.7993 Epoch 119/500 718/718 [==============================] - 1s 881us/step - loss: 0.4261 - accuracy: 0.7983 Epoch 120/500 718/718 [==============================] - 1s 919us/step - loss: 0.4266 - accuracy: 0.7975 Epoch 121/500 718/718 [==============================] - 1s 860us/step - loss: 0.4262 - accuracy: 0.7985 Epoch 122/500 718/718 [==============================] - 1s 885us/step - loss: 0.4260 - accuracy: 0.8005 Epoch 123/500 718/718 [==============================] - 1s 878us/step - loss: 0.4264 - accuracy: 0.7957 Epoch 124/500 718/718 [==============================] - 1s 857us/step - loss: 0.4269 - accuracy: 0.7980 Epoch 125/500 718/718 [==============================] - 1s 874us/step - loss: 0.4264 - accuracy: 0.7985 Epoch 126/500 718/718 [==============================] - 1s 861us/step - loss: 0.4263 - accuracy: 0.7987 Epoch 127/500 718/718 [==============================] - 1s 874us/step - loss: 0.4261 - accuracy: 0.7988 Epoch 128/500 718/718 [==============================] - 1s 932us/step - loss: 0.4262 - accuracy: 0.7983 Epoch 129/500 718/718 [==============================] - 1s 898us/step - loss: 0.4262 - accuracy: 0.79830s - loss: 0.4263 - accura Epoch 130/500 718/718 [==============================] - 1s 900us/step - loss: 0.4263 - accuracy: 0.7999 Epoch 131/500 718/718 [==============================] - 1s 891us/step - loss: 0.4263 - accuracy: 0.7993 Epoch 132/500 718/718 [==============================] - 1s 868us/step - loss: 0.4263 - accuracy: 0.7979 Epoch 133/500 718/718 [==============================] - 1s 944us/step - loss: 0.4270 - accuracy: 0.8001 Epoch 134/500 718/718 [==============================] - 1s 884us/step - loss: 0.4263 - accuracy: 0.7982 Epoch 135/500 718/718 [==============================] - 1s 865us/step - loss: 0.4258 - accuracy: 0.7998 Epoch 136/500 718/718 [==============================] - 1s 894us/step - loss: 0.4265 - accuracy: 0.7982 Epoch 137/500 718/718 [==============================] - 1s 863us/step - loss: 0.4270 - accuracy: 0.7991 Epoch 138/500 718/718 [==============================] - 1s 867us/step - loss: 0.4263 - accuracy: 0.7979 Epoch 139/500 718/718 [==============================] - 1s 868us/step - loss: 0.4261 - accuracy: 0.7982 Epoch 140/500 718/718 [==============================] - 1s 865us/step - loss: 0.4264 - accuracy: 0.7985 Epoch 141/500 718/718 [==============================] - 1s 883us/step - loss: 0.4260 - accuracy: 0.8003 Epoch 142/500 718/718 [==============================] - 1s 871us/step - loss: 0.4264 - accuracy: 0.7958 Epoch 143/500 718/718 [==============================] - 1s 868us/step - loss: 0.4256 - accuracy: 0.8010 Epoch 144/500 718/718 [==============================] - 1s 897us/step - loss: 0.4258 - accuracy: 0.7982 Epoch 145/500 718/718 [==============================] - 1s 975us/step - loss: 0.4264 - accuracy: 0.7983 Epoch 146/500 718/718 [==============================] - 1s 864us/step - loss: 0.4263 - accuracy: 0.7974 Epoch 147/500 718/718 [==============================] - 1s 893us/step - loss: 0.4263 - accuracy: 0.79920s - loss: 0.4257 - accuracy: 0.80 Epoch 148/500 718/718 [==============================] - 1s 863us/step - loss: 0.4263 - accuracy: 0.7979 Epoch 149/500 718/718 [==============================] - 1s 882us/step - loss: 0.4264 - accuracy: 0.8008 Epoch 150/500 718/718 [==============================] - 1s 873us/step - loss: 0.4256 - accuracy: 0.8008 Epoch 151/500 718/718 [==============================] - 1s 865us/step - loss: 0.4263 - accuracy: 0.7966 Epoch 152/500 718/718 [==============================] - 1s 885us/step - loss: 0.4262 - accuracy: 0.7997 Epoch 153/500 718/718 [==============================] - 1s 880us/step - loss: 0.4262 - accuracy: 0.7973 Epoch 154/500 718/718 [==============================] - 1s 852us/step - loss: 0.4261 - accuracy: 0.7970 Epoch 155/500 718/718 [==============================] - 1s 896us/step - loss: 0.4262 - accuracy: 0.7977 Epoch 156/500 718/718 [==============================] - 1s 868us/step - loss: 0.4266 - accuracy: 0.7980 Epoch 157/500 718/718 [==============================] - 1s 877us/step - loss: 0.4264 - accuracy: 0.7963 Epoch 158/500 718/718 [==============================] - 1s 874us/step - loss: 0.4264 - accuracy: 0.7976 Epoch 159/500 718/718 [==============================] - 1s 877us/step - loss: 0.4263 - accuracy: 0.7988 Epoch 160/500 718/718 [==============================] - 1s 888us/step - loss: 0.4258 - accuracy: 0.7982 Epoch 161/500 718/718 [==============================] - 1s 914us/step - loss: 0.4269 - accuracy: 0.7992 Epoch 162/500 718/718 [==============================] - 1s 857us/step - loss: 0.4263 - accuracy: 0.7974 Epoch 163/500 718/718 [==============================] - 1s 888us/step - loss: 0.4257 - accuracy: 0.7994 Epoch 164/500 718/718 [==============================] - 1s 874us/step - loss: 0.4265 - accuracy: 0.7986 Epoch 165/500 718/718 [==============================] - 1s 871us/step - loss: 0.4261 - accuracy: 0.7990 Epoch 166/500 718/718 [==============================] - 1s 879us/step - loss: 0.4263 - accuracy: 0.7989 Epoch 167/500 718/718 [==============================] - 1s 867us/step - loss: 0.4265 - accuracy: 0.7983 Epoch 168/500 718/718 [==============================] - 1s 870us/step - loss: 0.4261 - accuracy: 0.7998 Epoch 169/500 718/718 [==============================] - 1s 879us/step - loss: 0.4257 - accuracy: 0.7991 Epoch 170/500 718/718 [==============================] - 1s 881us/step - loss: 0.4258 - accuracy: 0.7983 Epoch 171/500 718/718 [==============================] - 1s 857us/step - loss: 0.4259 - accuracy: 0.7993 Epoch 172/500 718/718 [==============================] - 1s 900us/step - loss: 0.4265 - accuracy: 0.7990 Epoch 173/500 718/718 [==============================] - 1s 889us/step - loss: 0.4266 - accuracy: 0.7978 Epoch 174/500 718/718 [==============================] - 1s 883us/step - loss: 0.4261 - accuracy: 0.7991 Epoch 175/500 718/718 [==============================] - 1s 874us/step - loss: 0.4258 - accuracy: 0.7984 Epoch 176/500 718/718 [==============================] - 1s 911us/step - loss: 0.4262 - accuracy: 0.7974 Epoch 177/500 718/718 [==============================] - 1s 886us/step - loss: 0.4261 - accuracy: 0.7989 Epoch 178/500 718/718 [==============================] - 1s 873us/step - loss: 0.4259 - accuracy: 0.7983 Epoch 179/500 718/718 [==============================] - 1s 894us/step - loss: 0.4260 - accuracy: 0.7987 Epoch 180/500 718/718 [==============================] - 1s 883us/step - loss: 0.4253 - accuracy: 0.7967 Epoch 181/500 718/718 [==============================] - 1s 871us/step - loss: 0.4264 - accuracy: 0.7975 Epoch 182/500 718/718 [==============================] - 1s 884us/step - loss: 0.4264 - accuracy: 0.7988 Epoch 183/500 718/718 [==============================] - 1s 890us/step - loss: 0.4260 - accuracy: 0.7984 Epoch 184/500 718/718 [==============================] - 1s 868us/step - loss: 0.4258 - accuracy: 0.7988 Epoch 185/500 718/718 [==============================] - 1s 878us/step - loss: 0.4261 - accuracy: 0.7988 Epoch 186/500 718/718 [==============================] - 1s 876us/step - loss: 0.4266 - accuracy: 0.7968 Epoch 187/500 718/718 [==============================] - 1s 862us/step - loss: 0.4269 - accuracy: 0.7984 Epoch 188/500 718/718 [==============================] - 1s 884us/step - loss: 0.4261 - accuracy: 0.79970s - loss: 0.4254 - accuracy: Epoch 189/500 718/718 [==============================] - 1s 871us/step - loss: 0.4259 - accuracy: 0.7963 Epoch 190/500 718/718 [==============================] - 1s 878us/step - loss: 0.4255 - accuracy: 0.7987 Epoch 191/500 718/718 [==============================] - 1s 884us/step - loss: 0.4264 - accuracy: 0.7995 Epoch 192/500 718/718 [==============================] - 1s 865us/step - loss: 0.4260 - accuracy: 0.7996 Epoch 193/500 718/718 [==============================] - 1s 877us/step - loss: 0.4260 - accuracy: 0.7983 Epoch 194/500 718/718 [==============================] - 1s 912us/step - loss: 0.4262 - accuracy: 0.7980 Epoch 195/500 718/718 [==============================] - 1s 860us/step - loss: 0.4256 - accuracy: 0.8004 Epoch 196/500 718/718 [==============================] - 1s 897us/step - loss: 0.4250 - accuracy: 0.7974 Epoch 197/500 718/718 [==============================] - 1s 859us/step - loss: 0.4257 - accuracy: 0.7983 Epoch 198/500 718/718 [==============================] - 1s 897us/step - loss: 0.4256 - accuracy: 0.79760s - loss: 0.4260 - Epoch 199/500 718/718 [==============================] - 1s 884us/step - loss: 0.4260 - accuracy: 0.7983 Epoch 200/500 718/718 [==============================] - 1s 855us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 201/500 718/718 [==============================] - 1s 870us/step - loss: 0.4257 - accuracy: 0.8006 Epoch 202/500 718/718 [==============================] - 1s 875us/step - loss: 0.4258 - accuracy: 0.7983 Epoch 203/500 718/718 [==============================] - 1s 859us/step - loss: 0.4253 - accuracy: 0.7997 Epoch 204/500 718/718 [==============================] - 1s 874us/step - loss: 0.4270 - accuracy: 0.7970 Epoch 205/500 718/718 [==============================] - 1s 857us/step - loss: 0.4263 - accuracy: 0.7983 Epoch 206/500 718/718 [==============================] - 1s 891us/step - loss: 0.4258 - accuracy: 0.7985 Epoch 207/500 718/718 [==============================] - 1s 867us/step - loss: 0.4264 - accuracy: 0.7983 Epoch 208/500 718/718 [==============================] - 1s 976us/step - loss: 0.4256 - accuracy: 0.7986 Epoch 209/500 718/718 [==============================] - 1s 978us/step - loss: 0.4259 - accuracy: 0.8004 Epoch 210/500 718/718 [==============================] - 1s 887us/step - loss: 0.4263 - accuracy: 0.7994 Epoch 211/500 718/718 [==============================] - 1s 859us/step - loss: 0.4259 - accuracy: 0.7973 Epoch 212/500 718/718 [==============================] - 1s 882us/step - loss: 0.4256 - accuracy: 0.7970 Epoch 213/500 718/718 [==============================] - 1s 864us/step - loss: 0.4256 - accuracy: 0.7980 Epoch 214/500 718/718 [==============================] - 1s 874us/step - loss: 0.4264 - accuracy: 0.79880s - loss: 0.4307 - accu Epoch 215/500 718/718 [==============================] - 1s 868us/step - loss: 0.4258 - accuracy: 0.7992 Epoch 216/500 718/718 [==============================] - 1s 885us/step - loss: 0.4254 - accuracy: 0.7972 Epoch 217/500 718/718 [==============================] - 1s 886us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 218/500 718/718 [==============================] - 1s 863us/step - loss: 0.4259 - accuracy: 0.7972 Epoch 219/500 718/718 [==============================] - 1s 862us/step - loss: 0.4260 - accuracy: 0.7970 Epoch 220/500 718/718 [==============================] - 1s 867us/step - loss: 0.4259 - accuracy: 0.8000 Epoch 221/500 718/718 [==============================] - 1s 874us/step - loss: 0.4256 - accuracy: 0.7999 Epoch 222/500 718/718 [==============================] - 1s 865us/step - loss: 0.4250 - accuracy: 0.7979 Epoch 223/500 718/718 [==============================] - 1s 876us/step - loss: 0.4260 - accuracy: 0.7982 Epoch 224/500 718/718 [==============================] - 1s 870us/step - loss: 0.4265 - accuracy: 0.7969 Epoch 225/500 718/718 [==============================] - 1s 872us/step - loss: 0.4261 - accuracy: 0.7990 Epoch 226/500 718/718 [==============================] - 1s 880us/step - loss: 0.4257 - accuracy: 0.7999 Epoch 227/500 718/718 [==============================] - 1s 900us/step - loss: 0.4262 - accuracy: 0.7995 Epoch 228/500 718/718 [==============================] - 1s 892us/step - loss: 0.4253 - accuracy: 0.7990 Epoch 229/500 718/718 [==============================] - 1s 882us/step - loss: 0.4256 - accuracy: 0.7996 Epoch 230/500 718/718 [==============================] - 1s 860us/step - loss: 0.4259 - accuracy: 0.7968 Epoch 231/500 718/718 [==============================] - 1s 882us/step - loss: 0.4258 - accuracy: 0.7997 Epoch 232/500 718/718 [==============================] - 1s 885us/step - loss: 0.4254 - accuracy: 0.7988 Epoch 233/500 718/718 [==============================] - 1s 865us/step - loss: 0.4253 - accuracy: 0.79950s - loss: 0.4248 - accuracy: 0.80 Epoch 234/500 718/718 [==============================] - 1s 863us/step - loss: 0.4258 - accuracy: 0.7998 Epoch 235/500 718/718 [==============================] - 1s 886us/step - loss: 0.4260 - accuracy: 0.7996 Epoch 236/500 718/718 [==============================] - 1s 854us/step - loss: 0.4259 - accuracy: 0.7983 Epoch 237/500 718/718 [==============================] - 1s 892us/step - loss: 0.4255 - accuracy: 0.7979 Epoch 238/500 718/718 [==============================] - 1s 858us/step - loss: 0.4257 - accuracy: 0.7969 Epoch 239/500 718/718 [==============================] - 1s 884us/step - loss: 0.4258 - accuracy: 0.7982 Epoch 240/500 718/718 [==============================] - 1s 871us/step - loss: 0.4256 - accuracy: 0.7983 Epoch 241/500 718/718 [==============================] - 1s 864us/step - loss: 0.4252 - accuracy: 0.8010 Epoch 242/500 718/718 [==============================] - 1s 880us/step - loss: 0.4256 - accuracy: 0.7983 Epoch 243/500 718/718 [==============================] - 1s 885us/step - loss: 0.4254 - accuracy: 0.7996 Epoch 244/500 718/718 [==============================] - 1s 866us/step - loss: 0.4254 - accuracy: 0.7972 Epoch 245/500 718/718 [==============================] - 1s 878us/step - loss: 0.4256 - accuracy: 0.8011 Epoch 246/500 718/718 [==============================] - 1s 864us/step - loss: 0.4256 - accuracy: 0.7985 Epoch 247/500 718/718 [==============================] - 1s 865us/step - loss: 0.4258 - accuracy: 0.8002 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7979 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7984 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7987 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.8010 Epoch 252/500 718/718 [==============================] - 1s 988us/step - loss: 0.4256 - accuracy: 0.79970s - loss: 0.4266 - accu Epoch 253/500 718/718 [==============================] - 1s 930us/step - loss: 0.4258 - accuracy: 0.8004 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7968 Epoch 255/500 718/718 [==============================] - 1s 867us/step - loss: 0.4250 - accuracy: 0.7980 Epoch 256/500 718/718 [==============================] - 1s 955us/step - loss: 0.4256 - accuracy: 0.79900s - loss: 0.4261 - ac Epoch 257/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4257 - accuracy: 0.7979 Epoch 258/500 718/718 [==============================] - 1s 872us/step - loss: 0.4259 - accuracy: 0.7976 Epoch 259/500 718/718 [==============================] - 1s 880us/step - loss: 0.4256 - accuracy: 0.7992 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7989 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.8003: 0s - los Epoch 262/500 718/718 [==============================] - 1s 856us/step - loss: 0.4262 - accuracy: 0.7987 Epoch 263/500 718/718 [==============================] - 1s 888us/step - loss: 0.4254 - accuracy: 0.7986 Epoch 264/500 718/718 [==============================] - 1s 966us/step - loss: 0.4254 - accuracy: 0.8005 Epoch 265/500 718/718 [==============================] - 1s 854us/step - loss: 0.4255 - accuracy: 0.7983 Epoch 266/500 718/718 [==============================] - 1s 875us/step - loss: 0.4256 - accuracy: 0.7996 Epoch 267/500 718/718 [==============================] - 1s 860us/step - loss: 0.4258 - accuracy: 0.7975 Epoch 268/500 718/718 [==============================] - 1s 852us/step - loss: 0.4258 - accuracy: 0.7983 Epoch 269/500 718/718 [==============================] - 1s 860us/step - loss: 0.4251 - accuracy: 0.8004 Epoch 270/500 718/718 [==============================] - 1s 864us/step - loss: 0.4258 - accuracy: 0.7976 Epoch 271/500 718/718 [==============================] - 1s 865us/step - loss: 0.4258 - accuracy: 0.7983 Epoch 272/500 718/718 [==============================] - 1s 866us/step - loss: 0.4259 - accuracy: 0.7982 Epoch 273/500 718/718 [==============================] - 1s 866us/step - loss: 0.4254 - accuracy: 0.8007 Epoch 274/500 718/718 [==============================] - 1s 865us/step - loss: 0.4258 - accuracy: 0.7996 Epoch 275/500 718/718 [==============================] - 1s 859us/step - loss: 0.4254 - accuracy: 0.7972 Epoch 276/500 718/718 [==============================] - 1s 845us/step - loss: 0.4254 - accuracy: 0.7981 Epoch 277/500 718/718 [==============================] - 1s 884us/step - loss: 0.4256 - accuracy: 0.7982 Epoch 278/500 718/718 [==============================] - 1s 848us/step - loss: 0.4254 - accuracy: 0.7996 Epoch 279/500 718/718 [==============================] - 1s 878us/step - loss: 0.4258 - accuracy: 0.7994 Epoch 280/500 718/718 [==============================] - 1s 878us/step - loss: 0.4257 - accuracy: 0.8002 Epoch 281/500 718/718 [==============================] - 1s 887us/step - loss: 0.4254 - accuracy: 0.7981 Epoch 282/500 718/718 [==============================] - 1s 871us/step - loss: 0.4253 - accuracy: 0.7984 Epoch 283/500 718/718 [==============================] - 1s 898us/step - loss: 0.4256 - accuracy: 0.8006 Epoch 284/500 718/718 [==============================] - 1s 868us/step - loss: 0.4254 - accuracy: 0.7997 Epoch 285/500 718/718 [==============================] - 1s 878us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 286/500 718/718 [==============================] - 1s 861us/step - loss: 0.4250 - accuracy: 0.7997 Epoch 287/500 718/718 [==============================] - 1s 865us/step - loss: 0.4252 - accuracy: 0.7983 Epoch 288/500 718/718 [==============================] - 1s 879us/step - loss: 0.4252 - accuracy: 0.80030s - loss: 0.4218 - accuracy: 0.79 - ETA: 0s - loss: 0.4239 - accuracy Epoch 289/500 718/718 [==============================] - 1s 861us/step - loss: 0.4262 - accuracy: 0.8001 Epoch 290/500 718/718 [==============================] - 1s 944us/step - loss: 0.4254 - accuracy: 0.7983 Epoch 291/500 718/718 [==============================] - 1s 866us/step - loss: 0.4260 - accuracy: 0.7997 Epoch 292/500 718/718 [==============================] - 1s 865us/step - loss: 0.4250 - accuracy: 0.7984 Epoch 293/500 718/718 [==============================] - 1s 874us/step - loss: 0.4257 - accuracy: 0.8017 Epoch 294/500 718/718 [==============================] - 1s 916us/step - loss: 0.4255 - accuracy: 0.7972 Epoch 295/500 718/718 [==============================] - 1s 859us/step - loss: 0.4258 - accuracy: 0.7978 Epoch 296/500 718/718 [==============================] - 1s 884us/step - loss: 0.4250 - accuracy: 0.79760s - loss: 0.4224 - accuracy: 0. Epoch 297/500 718/718 [==============================] - 1s 852us/step - loss: 0.4254 - accuracy: 0.7980 Epoch 298/500 718/718 [==============================] - 1s 905us/step - loss: 0.4255 - accuracy: 0.7985 Epoch 299/500 718/718 [==============================] - 1s 885us/step - loss: 0.4260 - accuracy: 0.7981 Epoch 300/500 718/718 [==============================] - 1s 857us/step - loss: 0.4255 - accuracy: 0.7982 Epoch 301/500 718/718 [==============================] - 1s 985us/step - loss: 0.4256 - accuracy: 0.7977 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.7993 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7992 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7989 Epoch 305/500 718/718 [==============================] - 1s 972us/step - loss: 0.4251 - accuracy: 0.8000 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7981 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7993 Epoch 308/500 718/718 [==============================] - 1s 914us/step - loss: 0.4254 - accuracy: 0.7977 Epoch 309/500 718/718 [==============================] - 1s 881us/step - loss: 0.4257 - accuracy: 0.7992 Epoch 310/500 718/718 [==============================] - 1s 900us/step - loss: 0.4254 - accuracy: 0.80140s - loss: 0.4260 - accuracy: 0. Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7977: 1s - loss: 0.3960 - accuracy: 0.81 - ETA: 1s - los Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.8010 Epoch 313/500 718/718 [==============================] - 1s 882us/step - loss: 0.4255 - accuracy: 0.7979 Epoch 314/500 718/718 [==============================] - 1s 903us/step - loss: 0.4256 - accuracy: 0.7976 Epoch 315/500 718/718 [==============================] - 1s 877us/step - loss: 0.4261 - accuracy: 0.8005 Epoch 316/500 718/718 [==============================] - 1s 877us/step - loss: 0.4251 - accuracy: 0.8001 Epoch 317/500 718/718 [==============================] - 1s 883us/step - loss: 0.4253 - accuracy: 0.7982 Epoch 318/500 718/718 [==============================] - 1s 881us/step - loss: 0.4259 - accuracy: 0.7987 Epoch 319/500 718/718 [==============================] - 1s 872us/step - loss: 0.4251 - accuracy: 0.8003 Epoch 320/500 718/718 [==============================] - 1s 882us/step - loss: 0.4253 - accuracy: 0.7996 Epoch 321/500 718/718 [==============================] - 1s 869us/step - loss: 0.4255 - accuracy: 0.7977 Epoch 322/500 718/718 [==============================] - 1s 892us/step - loss: 0.4254 - accuracy: 0.79920s - loss: 0.4242 - accura Epoch 323/500 718/718 [==============================] - 1s 869us/step - loss: 0.4253 - accuracy: 0.7976 Epoch 324/500 718/718 [==============================] - 1s 874us/step - loss: 0.4253 - accuracy: 0.7985 Epoch 325/500 718/718 [==============================] - 1s 890us/step - loss: 0.4254 - accuracy: 0.8025 Epoch 326/500 718/718 [==============================] - 1s 871us/step - loss: 0.4253 - accuracy: 0.7989 Epoch 327/500 718/718 [==============================] - 1s 885us/step - loss: 0.4253 - accuracy: 0.7986 Epoch 328/500 718/718 [==============================] - 1s 896us/step - loss: 0.4251 - accuracy: 0.7986 Epoch 329/500 718/718 [==============================] - 1s 873us/step - loss: 0.4256 - accuracy: 0.7991 Epoch 330/500 718/718 [==============================] - 1s 881us/step - loss: 0.4256 - accuracy: 0.7990 Epoch 331/500 718/718 [==============================] - 1s 884us/step - loss: 0.4256 - accuracy: 0.7989 Epoch 332/500 718/718 [==============================] - 1s 863us/step - loss: 0.4252 - accuracy: 0.7990 Epoch 333/500 718/718 [==============================] - 1s 887us/step - loss: 0.4264 - accuracy: 0.7982 Epoch 334/500 718/718 [==============================] - 1s 868us/step - loss: 0.4252 - accuracy: 0.7971 Epoch 335/500 718/718 [==============================] - 1s 881us/step - loss: 0.4255 - accuracy: 0.7991 Epoch 336/500 718/718 [==============================] - 1s 870us/step - loss: 0.4256 - accuracy: 0.7982 Epoch 337/500 718/718 [==============================] - 1s 868us/step - loss: 0.4256 - accuracy: 0.7990 Epoch 338/500 718/718 [==============================] - 1s 875us/step - loss: 0.4250 - accuracy: 0.7976 Epoch 339/500 718/718 [==============================] - 1s 872us/step - loss: 0.4249 - accuracy: 0.8000 Epoch 340/500 718/718 [==============================] - 1s 863us/step - loss: 0.4247 - accuracy: 0.7979 Epoch 341/500 718/718 [==============================] - 1s 886us/step - loss: 0.4254 - accuracy: 0.7993 Epoch 342/500 718/718 [==============================] - 1s 859us/step - loss: 0.4248 - accuracy: 0.7970 Epoch 343/500 718/718 [==============================] - 1s 904us/step - loss: 0.4249 - accuracy: 0.7988 Epoch 344/500 718/718 [==============================] - 1s 873us/step - loss: 0.4256 - accuracy: 0.7993 Epoch 345/500 718/718 [==============================] - 1s 864us/step - loss: 0.4250 - accuracy: 0.79970s - loss: 0.4243 - accuracy: 0.80 Epoch 346/500 718/718 [==============================] - 1s 879us/step - loss: 0.4257 - accuracy: 0.7976 Epoch 347/500 718/718 [==============================] - 1s 890us/step - loss: 0.4248 - accuracy: 0.8001 Epoch 348/500 718/718 [==============================] - 1s 857us/step - loss: 0.4251 - accuracy: 0.7979 Epoch 349/500 718/718 [==============================] - 1s 919us/step - loss: 0.4252 - accuracy: 0.7970 Epoch 350/500 718/718 [==============================] - 1s 873us/step - loss: 0.4261 - accuracy: 0.8010 Epoch 351/500 718/718 [==============================] - 1s 871us/step - loss: 0.4251 - accuracy: 0.7986 Epoch 352/500 718/718 [==============================] - 1s 873us/step - loss: 0.4258 - accuracy: 0.7977 Epoch 353/500 718/718 [==============================] - 1s 868us/step - loss: 0.4247 - accuracy: 0.7993 Epoch 354/500 718/718 [==============================] - 1s 882us/step - loss: 0.4256 - accuracy: 0.8003 Epoch 355/500 718/718 [==============================] - 1s 914us/step - loss: 0.4253 - accuracy: 0.79890s - loss: 0.4238 - accuracy: 0. Epoch 356/500 718/718 [==============================] - 1s 876us/step - loss: 0.4252 - accuracy: 0.7990 Epoch 357/500 718/718 [==============================] - 1s 868us/step - loss: 0.4250 - accuracy: 0.7991 Epoch 358/500 718/718 [==============================] - 1s 887us/step - loss: 0.4257 - accuracy: 0.7998 Epoch 359/500 718/718 [==============================] - 1s 859us/step - loss: 0.4256 - accuracy: 0.7984 Epoch 360/500 718/718 [==============================] - 1s 887us/step - loss: 0.4254 - accuracy: 0.7983 Epoch 361/500 718/718 [==============================] - 1s 872us/step - loss: 0.4252 - accuracy: 0.8004 Epoch 362/500 718/718 [==============================] - 1s 863us/step - loss: 0.4259 - accuracy: 0.8003 Epoch 363/500 718/718 [==============================] - 1s 884us/step - loss: 0.4254 - accuracy: 0.79900s - loss: 0.4210 - accura Epoch 364/500 718/718 [==============================] - 1s 866us/step - loss: 0.4246 - accuracy: 0.7993 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7989: 0s - loss: 0.4184 - accuracy: 0. - ETA: 0s - loss: 0.4228 - ac Epoch 366/500 718/718 [==============================] - 1s 884us/step - loss: 0.4252 - accuracy: 0.7984 Epoch 367/500 718/718 [==============================] - 1s 872us/step - loss: 0.4251 - accuracy: 0.8001 Epoch 368/500 718/718 [==============================] - 1s 869us/step - loss: 0.4251 - accuracy: 0.8008 Epoch 369/500 718/718 [==============================] - 1s 881us/step - loss: 0.4250 - accuracy: 0.7970 Epoch 370/500 718/718 [==============================] - 1s 867us/step - loss: 0.4254 - accuracy: 0.7997 Epoch 371/500 718/718 [==============================] - 1s 875us/step - loss: 0.4258 - accuracy: 0.7988 Epoch 372/500 718/718 [==============================] - 1s 881us/step - loss: 0.4255 - accuracy: 0.7990 Epoch 373/500 718/718 [==============================] - 1s 869us/step - loss: 0.4257 - accuracy: 0.7980 Epoch 374/500 718/718 [==============================] - 1s 886us/step - loss: 0.4254 - accuracy: 0.7974 Epoch 375/500 718/718 [==============================] - 1s 863us/step - loss: 0.4253 - accuracy: 0.7988 Epoch 376/500 718/718 [==============================] - 1s 889us/step - loss: 0.4255 - accuracy: 0.79840s - loss: 0.4242 - accuracy: 0.79 Epoch 377/500 718/718 [==============================] - 1s 879us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 378/500 718/718 [==============================] - 1s 863us/step - loss: 0.4251 - accuracy: 0.7991 Epoch 379/500 718/718 [==============================] - 1s 900us/step - loss: 0.4248 - accuracy: 0.7999 Epoch 380/500 718/718 [==============================] - 1s 874us/step - loss: 0.4252 - accuracy: 0.7990 Epoch 381/500 718/718 [==============================] - 1s 875us/step - loss: 0.4257 - accuracy: 0.7966 Epoch 382/500 718/718 [==============================] - 1s 903us/step - loss: 0.4248 - accuracy: 0.8010 Epoch 383/500 718/718 [==============================] - 1s 884us/step - loss: 0.4255 - accuracy: 0.7983 Epoch 384/500 718/718 [==============================] - 1s 861us/step - loss: 0.4257 - accuracy: 0.7964 Epoch 385/500 718/718 [==============================] - 1s 865us/step - loss: 0.4251 - accuracy: 0.7998 Epoch 386/500 718/718 [==============================] - 1s 859us/step - loss: 0.4255 - accuracy: 0.8004 Epoch 387/500 718/718 [==============================] - 1s 886us/step - loss: 0.4255 - accuracy: 0.7996 Epoch 388/500 718/718 [==============================] - 1s 920us/step - loss: 0.4251 - accuracy: 0.7990 Epoch 389/500 718/718 [==============================] - 1s 889us/step - loss: 0.4251 - accuracy: 0.8010 Epoch 390/500 718/718 [==============================] - 1s 874us/step - loss: 0.4255 - accuracy: 0.7995 Epoch 391/500 718/718 [==============================] - 1s 898us/step - loss: 0.4247 - accuracy: 0.8010 Epoch 392/500 718/718 [==============================] - 1s 864us/step - loss: 0.4247 - accuracy: 0.8001 Epoch 393/500 718/718 [==============================] - 1s 886us/step - loss: 0.4251 - accuracy: 0.7990 Epoch 394/500 718/718 [==============================] - 1s 891us/step - loss: 0.4254 - accuracy: 0.7980 Epoch 395/500 718/718 [==============================] - 1s 870us/step - loss: 0.4251 - accuracy: 0.7992 Epoch 396/500 718/718 [==============================] - 1s 879us/step - loss: 0.4247 - accuracy: 0.8003 Epoch 397/500 718/718 [==============================] - 1s 875us/step - loss: 0.4251 - accuracy: 0.80070s - loss: 0.4307 - accura Epoch 398/500 718/718 [==============================] - 1s 877us/step - loss: 0.4255 - accuracy: 0.8005 Epoch 399/500 718/718 [==============================] - 1s 917us/step - loss: 0.4254 - accuracy: 0.7999 Epoch 400/500 718/718 [==============================] - 1s 861us/step - loss: 0.4251 - accuracy: 0.7990 Epoch 401/500 718/718 [==============================] - 1s 887us/step - loss: 0.4252 - accuracy: 0.7983 Epoch 402/500 718/718 [==============================] - 1s 811us/step - loss: 0.4249 - accuracy: 0.7974 Epoch 403/500 718/718 [==============================] - 1s 821us/step - loss: 0.4252 - accuracy: 0.7973 Epoch 404/500 718/718 [==============================] - 1s 885us/step - loss: 0.4251 - accuracy: 0.7979 Epoch 405/500 718/718 [==============================] - 1s 874us/step - loss: 0.4246 - accuracy: 0.7981 Epoch 406/500 718/718 [==============================] - 1s 867us/step - loss: 0.4249 - accuracy: 0.8010 Epoch 407/500 718/718 [==============================] - 1s 886us/step - loss: 0.4249 - accuracy: 0.7997 Epoch 408/500 718/718 [==============================] - 1s 872us/step - loss: 0.4252 - accuracy: 0.7993 Epoch 409/500 718/718 [==============================] - 1s 890us/step - loss: 0.4250 - accuracy: 0.79790s - loss: 0.4198 Epoch 410/500 718/718 [==============================] - 1s 901us/step - loss: 0.4252 - accuracy: 0.7987 Epoch 411/500 718/718 [==============================] - 1s 867us/step - loss: 0.4248 - accuracy: 0.7993 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7987 Epoch 413/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4253 - accuracy: 0.7973 Epoch 414/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4251 - accuracy: 0.7978 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4246 - accuracy: 0.8011 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7976 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.7996: 0s - loss: 0.4239 - accuracy Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.8018 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7983 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.8005 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.8010 Epoch 422/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4252 - accuracy: 0.7995: 0s - loss: - ETA: 0s - loss: 0.4240 - accuracy: Epoch 423/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4254 - accuracy: 0.7986 Epoch 424/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4252 - accuracy: 0.7991: 0s Epoch 425/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4255 - accuracy: 0.7983 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7990 Epoch 427/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4246 - accuracy: 0.8010 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7994 Epoch 429/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4245 - accuracy: 0.7986 Epoch 430/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4249 - accuracy: 0.7980 Epoch 431/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4249 - accuracy: 0.7983 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4251 - accuracy: 0.7978: 0s - loss: 0.4249 - accuracy: 0.79 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7983 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8005 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7995: 0s - loss: 0.4275 - accuracy: 0. - ETA: 0s - loss: 0.4245 - accuracy: Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.7999: 0s - loss: 0.4250 - accuracy: 0.79 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7977 Epoch 438/500 718/718 [==============================] - 1s 981us/step - loss: 0.4249 - accuracy: 0.7987 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.7982 Epoch 440/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4246 - accuracy: 0.8003 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.8002 Epoch 442/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4257 - accuracy: 0.7988 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.7976 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.7997 Epoch 445/500 718/718 [==============================] - 1s 877us/step - loss: 0.4253 - accuracy: 0.8008 Epoch 446/500 718/718 [==============================] - 1s 908us/step - loss: 0.4250 - accuracy: 0.7993 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4251 - accuracy: 0.8010 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8013 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4246 - accuracy: 0.7989 Epoch 450/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4252 - accuracy: 0.8000 Epoch 451/500 718/718 [==============================] - 1s 995us/step - loss: 0.4248 - accuracy: 0.7994 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8005 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7990 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.7965 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.7996 Epoch 456/500 718/718 [==============================] - 1s 949us/step - loss: 0.4252 - accuracy: 0.7987 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7992 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7985: 0s - loss: 0.4241 - ac Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.8006 Epoch 460/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4254 - accuracy: 0.7989 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4246 - accuracy: 0.8012: 0s - loss: 0.4194 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.7991 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7995: 0s - loss: 0.4272 - accu Epoch 464/500 718/718 [==============================] - 1s 877us/step - loss: 0.4260 - accuracy: 0.7985 Epoch 465/500 718/718 [==============================] - 1s 877us/step - loss: 0.4255 - accuracy: 0.7993 Epoch 466/500 718/718 [==============================] - 1s 938us/step - loss: 0.4243 - accuracy: 0.8008 Epoch 467/500 718/718 [==============================] - 1s 998us/step - loss: 0.4251 - accuracy: 0.7981 Epoch 468/500 718/718 [==============================] - 1s 988us/step - loss: 0.4247 - accuracy: 0.7998 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7986 Epoch 470/500 718/718 [==============================] - 1s 899us/step - loss: 0.4248 - accuracy: 0.8007 Epoch 471/500 718/718 [==============================] - 1s 894us/step - loss: 0.4250 - accuracy: 0.7975 Epoch 472/500 718/718 [==============================] - 1s 910us/step - loss: 0.4250 - accuracy: 0.8006 Epoch 473/500 718/718 [==============================] - 1s 945us/step - loss: 0.4249 - accuracy: 0.8005 Epoch 474/500 718/718 [==============================] - 1s 944us/step - loss: 0.4256 - accuracy: 0.7996 Epoch 475/500 718/718 [==============================] - 1s 947us/step - loss: 0.4251 - accuracy: 0.7999 Epoch 476/500 718/718 [==============================] - 1s 947us/step - loss: 0.4251 - accuracy: 0.7991 Epoch 477/500 718/718 [==============================] - 1s 985us/step - loss: 0.4245 - accuracy: 0.8001 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.7986 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7996 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7990 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.7995 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7997 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7972 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.7996 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7984 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7980 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7984 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.7983 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8009 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7993 Epoch 491/500 718/718 [==============================] - 1s 892us/step - loss: 0.4252 - accuracy: 0.7990 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.8013 Epoch 493/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4249 - accuracy: 0.7990 Epoch 494/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4246 - accuracy: 0.8005 Epoch 495/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8005 Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.7991: 0s - loss: 0.4265 - accuracy: 0.79 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.7982 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7987 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.7987 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8001 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6044 - accuracy: 0.6752 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5505 - accuracy: 0.7191 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5380 - accuracy: 0.7317 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5260 - accuracy: 0.7442 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5089 - accuracy: 0.7551 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4939 - accuracy: 0.7658 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4824 - accuracy: 0.7714 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4730 - accuracy: 0.7768 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4631 - accuracy: 0.7817 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4580 - accuracy: 0.7855 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7887 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7882 Epoch 13/500 718/718 [==============================] - 1s 981us/step - loss: 0.4491 - accuracy: 0.7904 Epoch 14/500 718/718 [==============================] - 1s 977us/step - loss: 0.4486 - accuracy: 0.7902 Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7916 Epoch 16/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7916: 0s - loss: 0.4461 - accuracy: 0.79 Epoch 17/500 718/718 [==============================] - 1s 973us/step - loss: 0.4451 - accuracy: 0.79060s - loss: 0.4465 - accuracy: 0. Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7913 Epoch 19/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4429 - accuracy: 0.7914: 0s - loss: 0.447 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7926 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7927 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7930: 0s - loss: 0.4367 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7931 Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7916 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7949: 0s - loss: 0.4 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7954: 0s - loss: 0.4443 - accura Epoch 27/500 718/718 [==============================] - 1s 976us/step - loss: 0.4388 - accuracy: 0.7949 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7935 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7946 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7953 Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7960 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7922 Epoch 33/500 718/718 [==============================] - 1s 863us/step - loss: 0.4365 - accuracy: 0.7947 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7949 Epoch 35/500 718/718 [==============================] - 1s 906us/step - loss: 0.4368 - accuracy: 0.7923 Epoch 36/500 718/718 [==============================] - 1s 853us/step - loss: 0.4359 - accuracy: 0.7934 Epoch 37/500 718/718 [==============================] - 1s 878us/step - loss: 0.4359 - accuracy: 0.7946 Epoch 38/500 718/718 [==============================] - 1s 859us/step - loss: 0.4358 - accuracy: 0.7946 Epoch 39/500 718/718 [==============================] - 1s 862us/step - loss: 0.4352 - accuracy: 0.7948 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7963 Epoch 41/500 718/718 [==============================] - 1s 932us/step - loss: 0.4352 - accuracy: 0.7952 Epoch 42/500 718/718 [==============================] - 1s 895us/step - loss: 0.4349 - accuracy: 0.7928 Epoch 43/500 718/718 [==============================] - 1s 883us/step - loss: 0.4349 - accuracy: 0.7968 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7945 Epoch 45/500 718/718 [==============================] - 1s 888us/step - loss: 0.4344 - accuracy: 0.7956 Epoch 46/500 718/718 [==============================] - 1s 940us/step - loss: 0.4345 - accuracy: 0.7944 Epoch 47/500 718/718 [==============================] - 1s 890us/step - loss: 0.4345 - accuracy: 0.7936 Epoch 48/500 718/718 [==============================] - 1s 924us/step - loss: 0.4346 - accuracy: 0.7927 Epoch 49/500 718/718 [==============================] - 1s 890us/step - loss: 0.4355 - accuracy: 0.7934 Epoch 50/500 718/718 [==============================] - 1s 874us/step - loss: 0.4348 - accuracy: 0.7944 Epoch 51/500 718/718 [==============================] - 1s 866us/step - loss: 0.4341 - accuracy: 0.7942 Epoch 52/500 718/718 [==============================] - 1s 885us/step - loss: 0.4347 - accuracy: 0.79750s - loss: 0.4341 - accu Epoch 53/500 718/718 [==============================] - 1s 856us/step - loss: 0.4345 - accuracy: 0.7942 Epoch 54/500 718/718 [==============================] - 1s 870us/step - loss: 0.4339 - accuracy: 0.7951 Epoch 55/500 718/718 [==============================] - 1s 862us/step - loss: 0.4337 - accuracy: 0.7976 Epoch 56/500 718/718 [==============================] - 1s 847us/step - loss: 0.4349 - accuracy: 0.7929 Epoch 57/500 718/718 [==============================] - 1s 862us/step - loss: 0.4345 - accuracy: 0.7944 Epoch 58/500 718/718 [==============================] - 1s 878us/step - loss: 0.4344 - accuracy: 0.7954 Epoch 59/500 718/718 [==============================] - 1s 882us/step - loss: 0.4346 - accuracy: 0.7952 Epoch 60/500 718/718 [==============================] - 1s 944us/step - loss: 0.4344 - accuracy: 0.7952 Epoch 61/500 718/718 [==============================] - 1s 870us/step - loss: 0.4330 - accuracy: 0.7958 Epoch 62/500 718/718 [==============================] - 1s 856us/step - loss: 0.4343 - accuracy: 0.7936 Epoch 63/500 718/718 [==============================] - 1s 862us/step - loss: 0.4350 - accuracy: 0.7955 Epoch 64/500 718/718 [==============================] - 1s 945us/step - loss: 0.4342 - accuracy: 0.7968 Epoch 65/500 718/718 [==============================] - 1s 875us/step - loss: 0.4350 - accuracy: 0.79430s - loss: 0.4381 - ac Epoch 66/500 718/718 [==============================] - 1s 859us/step - loss: 0.4343 - accuracy: 0.7967 Epoch 67/500 718/718 [==============================] - 1s 853us/step - loss: 0.4342 - accuracy: 0.7955 Epoch 68/500 718/718 [==============================] - 1s 880us/step - loss: 0.4334 - accuracy: 0.7952 Epoch 69/500 718/718 [==============================] - 1s 859us/step - loss: 0.4348 - accuracy: 0.7937 Epoch 70/500 718/718 [==============================] - 1s 858us/step - loss: 0.4339 - accuracy: 0.7960 Epoch 71/500 718/718 [==============================] - 1s 865us/step - loss: 0.4344 - accuracy: 0.7931 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7943 Epoch 73/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4346 - accuracy: 0.7948 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7976 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7942 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7937 Epoch 77/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7955: 0s - loss: 0.4313 - accuracy: Epoch 78/500 718/718 [==============================] - 1s 959us/step - loss: 0.4336 - accuracy: 0.7959 Epoch 79/500 718/718 [==============================] - 1s 929us/step - loss: 0.4342 - accuracy: 0.7930 Epoch 80/500 718/718 [==============================] - 1s 940us/step - loss: 0.4343 - accuracy: 0.7936 Epoch 81/500 718/718 [==============================] - 1s 948us/step - loss: 0.4340 - accuracy: 0.7979 Epoch 82/500 718/718 [==============================] - 1s 942us/step - loss: 0.4342 - accuracy: 0.79560s - loss: 0.4367 - ac Epoch 83/500 718/718 [==============================] - 1s 952us/step - loss: 0.4334 - accuracy: 0.7950 Epoch 84/500 718/718 [==============================] - 1s 899us/step - loss: 0.4342 - accuracy: 0.7934 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7964 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7946: 0s - loss: 0.4303 - accuracy Epoch 87/500 718/718 [==============================] - 1s 871us/step - loss: 0.4331 - accuracy: 0.7970 Epoch 88/500 718/718 [==============================] - 1s 941us/step - loss: 0.4332 - accuracy: 0.7963 Epoch 89/500 718/718 [==============================] - 1s 927us/step - loss: 0.4329 - accuracy: 0.7956 Epoch 90/500 718/718 [==============================] - 1s 909us/step - loss: 0.4336 - accuracy: 0.7943 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7984: 0s - loss: Epoch 92/500 718/718 [==============================] - 1s 987us/step - loss: 0.4336 - accuracy: 0.7939 Epoch 93/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4336 - accuracy: 0.7958 Epoch 94/500 718/718 [==============================] - 1s 990us/step - loss: 0.4315 - accuracy: 0.7967 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7934 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7968: 0s - loss: 0.4411 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7975 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7962 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7970: 0s - loss: 0.4328 - accuracy: 0. Epoch 100/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7982 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7972 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7963 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7974 Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7987 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7974: 0s - loss: 0.4343 - accuracy: 0. Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7976 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7965 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7976: 0s - loss: 0.4420 - Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7963 Epoch 110/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4307 - accuracy: 0.7971: 0s Epoch 111/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4318 - accuracy: 0.7988 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7979 Epoch 113/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7994 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7974 Epoch 115/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.8010 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7971 Epoch 117/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7979 Epoch 118/500 718/718 [==============================] - 1s 979us/step - loss: 0.4305 - accuracy: 0.7976 Epoch 119/500 718/718 [==============================] - 1s 999us/step - loss: 0.4312 - accuracy: 0.79620s - loss: 0.4328 - accuracy Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7976 Epoch 121/500 718/718 [==============================] - 1s 895us/step - loss: 0.4313 - accuracy: 0.7940 Epoch 122/500 718/718 [==============================] - 1s 959us/step - loss: 0.4303 - accuracy: 0.7970 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7983 Epoch 124/500 718/718 [==============================] - 1s 907us/step - loss: 0.4305 - accuracy: 0.7985 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7991 Epoch 126/500 718/718 [==============================] - 1s 978us/step - loss: 0.4303 - accuracy: 0.79960s - loss: 0.4274 - Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7964 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7989 Epoch 129/500 718/718 [==============================] - 1s 942us/step - loss: 0.4306 - accuracy: 0.7975 Epoch 130/500 718/718 [==============================] - 1s 889us/step - loss: 0.4301 - accuracy: 0.7961 Epoch 131/500 718/718 [==============================] - 1s 858us/step - loss: 0.4293 - accuracy: 0.8001 Epoch 132/500 718/718 [==============================] - 1s 845us/step - loss: 0.4304 - accuracy: 0.7973 Epoch 133/500 718/718 [==============================] - 1s 854us/step - loss: 0.4308 - accuracy: 0.7976 Epoch 134/500 718/718 [==============================] - 1s 860us/step - loss: 0.4303 - accuracy: 0.7990 Epoch 135/500 718/718 [==============================] - 1s 922us/step - loss: 0.4306 - accuracy: 0.7993 Epoch 136/500 718/718 [==============================] - 1s 866us/step - loss: 0.4304 - accuracy: 0.7975 Epoch 137/500 718/718 [==============================] - 1s 852us/step - loss: 0.4301 - accuracy: 0.7994 Epoch 138/500 718/718 [==============================] - 1s 861us/step - loss: 0.4300 - accuracy: 0.7968 Epoch 139/500 718/718 [==============================] - 1s 857us/step - loss: 0.4299 - accuracy: 0.7992 Epoch 140/500 718/718 [==============================] - 1s 858us/step - loss: 0.4298 - accuracy: 0.7996 Epoch 141/500 718/718 [==============================] - 1s 857us/step - loss: 0.4296 - accuracy: 0.7990 Epoch 142/500 718/718 [==============================] - 1s 852us/step - loss: 0.4294 - accuracy: 0.7969 Epoch 143/500 718/718 [==============================] - 1s 865us/step - loss: 0.4298 - accuracy: 0.7956 Epoch 144/500 718/718 [==============================] - 1s 851us/step - loss: 0.4298 - accuracy: 0.7995 Epoch 145/500 718/718 [==============================] - 1s 874us/step - loss: 0.4307 - accuracy: 0.7990 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7994 Epoch 147/500 718/718 [==============================] - 1s 987us/step - loss: 0.4302 - accuracy: 0.7951 Epoch 148/500 718/718 [==============================] - 1s 863us/step - loss: 0.4296 - accuracy: 0.7985 Epoch 149/500 718/718 [==============================] - 1s 841us/step - loss: 0.4301 - accuracy: 0.7981 Epoch 150/500 718/718 [==============================] - 1s 932us/step - loss: 0.4292 - accuracy: 0.79860s - loss: 0.4 Epoch 151/500 718/718 [==============================] - 1s 861us/step - loss: 0.4295 - accuracy: 0.8004 Epoch 152/500 718/718 [==============================] - 1s 937us/step - loss: 0.4288 - accuracy: 0.7986 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7983 Epoch 154/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4299 - accuracy: 0.7968 Epoch 155/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4300 - accuracy: 0.7996 Epoch 156/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.7996 Epoch 157/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4297 - accuracy: 0.7992 Epoch 158/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4297 - accuracy: 0.7998 Epoch 159/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4299 - accuracy: 0.7996 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7993 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7975 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8005 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7983 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7993 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7971 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7991 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7961 Epoch 168/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.8000 Epoch 169/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4298 - accuracy: 0.7986: 0s - loss: 0.4268 - Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7994 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7971 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8006 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8005 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7999 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7997 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8003 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7997 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7992 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7990 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7982 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8001 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7982 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8010: 0s - loss: 0.4293 - accu Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7976 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7990: 0s - loss: 0.4312 - accuracy Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7995 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7983 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7992: 0s - loss: 0.426 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7999 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7984 Epoch 191/500 718/718 [==============================] - 1s 975us/step - loss: 0.4290 - accuracy: 0.7990 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7990 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7983 Epoch 194/500 718/718 [==============================] - 1s 990us/step - loss: 0.4283 - accuracy: 0.8006 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7998 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8017: 0s - loss: 0.4288 - accuracy: 0.80 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7985 Epoch 198/500 718/718 [==============================] - 1s 983us/step - loss: 0.4289 - accuracy: 0.7991 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7990 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7974 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7984 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7995 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8003 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7997 Epoch 205/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7979: 0s Epoch 206/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.8008 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7984 Epoch 208/500 718/718 [==============================] - 1s 873us/step - loss: 0.4291 - accuracy: 0.8008 Epoch 209/500 718/718 [==============================] - 1s 926us/step - loss: 0.4287 - accuracy: 0.7995 Epoch 210/500 718/718 [==============================] - 1s 887us/step - loss: 0.4298 - accuracy: 0.7996 Epoch 211/500 718/718 [==============================] - 1s 873us/step - loss: 0.4286 - accuracy: 0.8000 Epoch 212/500 718/718 [==============================] - 1s 880us/step - loss: 0.4282 - accuracy: 0.8000 Epoch 213/500 718/718 [==============================] - 1s 960us/step - loss: 0.4291 - accuracy: 0.8007 Epoch 214/500 718/718 [==============================] - 1s 865us/step - loss: 0.4291 - accuracy: 0.7985 Epoch 215/500 718/718 [==============================] - 1s 873us/step - loss: 0.4286 - accuracy: 0.7995 Epoch 216/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.8003 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7994 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7993: 0s - loss: 0.4272 - accuracy: 0. Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7998 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8013 Epoch 221/500 718/718 [==============================] - 1s 978us/step - loss: 0.4286 - accuracy: 0.7984 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8005 Epoch 223/500 718/718 [==============================] - 1s 928us/step - loss: 0.4284 - accuracy: 0.7981 Epoch 224/500 718/718 [==============================] - 1s 912us/step - loss: 0.4288 - accuracy: 0.8019 Epoch 225/500 718/718 [==============================] - 1s 943us/step - loss: 0.4280 - accuracy: 0.7998 Epoch 226/500 718/718 [==============================] - 1s 962us/step - loss: 0.4293 - accuracy: 0.8009 Epoch 227/500 718/718 [==============================] - 1s 915us/step - loss: 0.4289 - accuracy: 0.7988 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8012 Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7992: 0s - l Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7987: 0s - loss: 0.4291 - Epoch 231/500 718/718 [==============================] - 1s 947us/step - loss: 0.4293 - accuracy: 0.7996 Epoch 232/500 718/718 [==============================] - 1s 969us/step - loss: 0.4287 - accuracy: 0.8002 Epoch 233/500 718/718 [==============================] - 1s 908us/step - loss: 0.4284 - accuracy: 0.7988 Epoch 234/500 718/718 [==============================] - 1s 850us/step - loss: 0.4281 - accuracy: 0.7990 Epoch 235/500 718/718 [==============================] - 1s 888us/step - loss: 0.4291 - accuracy: 0.7985 Epoch 236/500 718/718 [==============================] - 1s 876us/step - loss: 0.4285 - accuracy: 0.7997 Epoch 237/500 718/718 [==============================] - 1s 851us/step - loss: 0.4281 - accuracy: 0.7989 Epoch 238/500 718/718 [==============================] - 1s 970us/step - loss: 0.4287 - accuracy: 0.7981 Epoch 239/500 718/718 [==============================] - 1s 876us/step - loss: 0.4283 - accuracy: 0.7992 Epoch 240/500 718/718 [==============================] - 1s 857us/step - loss: 0.4284 - accuracy: 0.8016 Epoch 241/500 718/718 [==============================] - 1s 873us/step - loss: 0.4293 - accuracy: 0.8027 Epoch 242/500 718/718 [==============================] - 1s 847us/step - loss: 0.4285 - accuracy: 0.8016 Epoch 243/500 718/718 [==============================] - 1s 878us/step - loss: 0.4287 - accuracy: 0.7983 Epoch 244/500 718/718 [==============================] - 1s 865us/step - loss: 0.4287 - accuracy: 0.7997 Epoch 245/500 718/718 [==============================] - 1s 856us/step - loss: 0.4285 - accuracy: 0.7976 Epoch 246/500 718/718 [==============================] - 1s 865us/step - loss: 0.4282 - accuracy: 0.8000 Epoch 247/500 718/718 [==============================] - 1s 866us/step - loss: 0.4285 - accuracy: 0.7997 Epoch 248/500 718/718 [==============================] - 1s 871us/step - loss: 0.4285 - accuracy: 0.7969 Epoch 249/500 718/718 [==============================] - 1s 883us/step - loss: 0.4280 - accuracy: 0.7991 Epoch 250/500 718/718 [==============================] - 1s 851us/step - loss: 0.4285 - accuracy: 0.7986 Epoch 251/500 718/718 [==============================] - 1s 862us/step - loss: 0.4285 - accuracy: 0.8007 Epoch 252/500 718/718 [==============================] - 1s 875us/step - loss: 0.4286 - accuracy: 0.8003 Epoch 253/500 718/718 [==============================] - 1s 853us/step - loss: 0.4284 - accuracy: 0.7995 Epoch 254/500 718/718 [==============================] - 1s 862us/step - loss: 0.4282 - accuracy: 0.7989 Epoch 255/500 718/718 [==============================] - 1s 901us/step - loss: 0.4289 - accuracy: 0.8007 Epoch 256/500 718/718 [==============================] - 1s 863us/step - loss: 0.4287 - accuracy: 0.7992 Epoch 257/500 718/718 [==============================] - 1s 885us/step - loss: 0.4285 - accuracy: 0.80030s - loss: 0.4216 - accura Epoch 258/500 718/718 [==============================] - 1s 856us/step - loss: 0.4288 - accuracy: 0.7984 Epoch 259/500 718/718 [==============================] - 1s 862us/step - loss: 0.4284 - accuracy: 0.8001 Epoch 260/500 718/718 [==============================] - 1s 865us/step - loss: 0.4280 - accuracy: 0.8001 Epoch 261/500 718/718 [==============================] - 1s 852us/step - loss: 0.4288 - accuracy: 0.7985 Epoch 262/500 718/718 [==============================] - 1s 863us/step - loss: 0.4285 - accuracy: 0.7985 Epoch 263/500 718/718 [==============================] - 1s 863us/step - loss: 0.4282 - accuracy: 0.7987 Epoch 264/500 718/718 [==============================] - 1s 853us/step - loss: 0.4280 - accuracy: 0.7987 Epoch 265/500 718/718 [==============================] - 1s 866us/step - loss: 0.4287 - accuracy: 0.79830s - loss: 0.4312 - accuracy: 0. Epoch 266/500 718/718 [==============================] - 1s 876us/step - loss: 0.4278 - accuracy: 0.7992 Epoch 267/500 718/718 [==============================] - 1s 908us/step - loss: 0.4286 - accuracy: 0.8013 Epoch 268/500 718/718 [==============================] - 1s 873us/step - loss: 0.4287 - accuracy: 0.7979 Epoch 269/500 718/718 [==============================] - 1s 855us/step - loss: 0.4288 - accuracy: 0.7963 Epoch 270/500 718/718 [==============================] - 1s 865us/step - loss: 0.4282 - accuracy: 0.7995 Epoch 271/500 718/718 [==============================] - 1s 869us/step - loss: 0.4281 - accuracy: 0.8006 Epoch 272/500 718/718 [==============================] - 1s 869us/step - loss: 0.4282 - accuracy: 0.7976 Epoch 273/500 718/718 [==============================] - 1s 866us/step - loss: 0.4276 - accuracy: 0.8007 Epoch 274/500 718/718 [==============================] - 1s 855us/step - loss: 0.4278 - accuracy: 0.7997 Epoch 275/500 718/718 [==============================] - 1s 858us/step - loss: 0.4288 - accuracy: 0.7995 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7995 Epoch 277/500 718/718 [==============================] - 1s 853us/step - loss: 0.4288 - accuracy: 0.7975 Epoch 278/500 718/718 [==============================] - 1s 865us/step - loss: 0.4274 - accuracy: 0.8010 Epoch 279/500 718/718 [==============================] - 1s 855us/step - loss: 0.4279 - accuracy: 0.8020 Epoch 280/500 718/718 [==============================] - 1s 854us/step - loss: 0.4289 - accuracy: 0.7986 Epoch 281/500 718/718 [==============================] - 1s 853us/step - loss: 0.4295 - accuracy: 0.7974 Epoch 282/500 718/718 [==============================] - 1s 849us/step - loss: 0.4281 - accuracy: 0.8009 Epoch 283/500 718/718 [==============================] - 1s 857us/step - loss: 0.4289 - accuracy: 0.8012 Epoch 284/500 718/718 [==============================] - 1s 865us/step - loss: 0.4283 - accuracy: 0.7986 Epoch 285/500 718/718 [==============================] - 1s 850us/step - loss: 0.4276 - accuracy: 0.8002 Epoch 286/500 718/718 [==============================] - 1s 852us/step - loss: 0.4285 - accuracy: 0.7981 Epoch 287/500 718/718 [==============================] - 1s 856us/step - loss: 0.4282 - accuracy: 0.7985 Epoch 288/500 718/718 [==============================] - 1s 883us/step - loss: 0.4278 - accuracy: 0.7988 Epoch 289/500 718/718 [==============================] - 1s 882us/step - loss: 0.4277 - accuracy: 0.8004 Epoch 290/500 718/718 [==============================] - 1s 846us/step - loss: 0.4281 - accuracy: 0.7982 Epoch 291/500 718/718 [==============================] - 1s 860us/step - loss: 0.4289 - accuracy: 0.8013 Epoch 292/500 718/718 [==============================] - 1s 868us/step - loss: 0.4282 - accuracy: 0.8001 Epoch 293/500 718/718 [==============================] - 1s 859us/step - loss: 0.4279 - accuracy: 0.7987 Epoch 294/500 718/718 [==============================] - 1s 851us/step - loss: 0.4287 - accuracy: 0.7967 Epoch 295/500 718/718 [==============================] - 1s 864us/step - loss: 0.4286 - accuracy: 0.7983 Epoch 296/500 718/718 [==============================] - 1s 836us/step - loss: 0.4285 - accuracy: 0.7986 Epoch 297/500 718/718 [==============================] - 1s 861us/step - loss: 0.4285 - accuracy: 0.7995 Epoch 298/500 718/718 [==============================] - 1s 843us/step - loss: 0.4282 - accuracy: 0.7996 Epoch 299/500 718/718 [==============================] - 1s 859us/step - loss: 0.4279 - accuracy: 0.7984 Epoch 300/500 718/718 [==============================] - 1s 874us/step - loss: 0.4273 - accuracy: 0.7997 Epoch 301/500 718/718 [==============================] - 1s 845us/step - loss: 0.4285 - accuracy: 0.7993 Epoch 302/500 718/718 [==============================] - 1s 861us/step - loss: 0.4285 - accuracy: 0.8006 Epoch 303/500 718/718 [==============================] - 1s 857us/step - loss: 0.4282 - accuracy: 0.7996 Epoch 304/500 718/718 [==============================] - 1s 861us/step - loss: 0.4277 - accuracy: 0.8003 Epoch 305/500 718/718 [==============================] - 1s 856us/step - loss: 0.4282 - accuracy: 0.7991 Epoch 306/500 718/718 [==============================] - 1s 851us/step - loss: 0.4279 - accuracy: 0.7983 Epoch 307/500 718/718 [==============================] - 1s 873us/step - loss: 0.4275 - accuracy: 0.7989 Epoch 308/500 718/718 [==============================] - 1s 866us/step - loss: 0.4281 - accuracy: 0.7985 Epoch 309/500 718/718 [==============================] - 1s 905us/step - loss: 0.4286 - accuracy: 0.8011 Epoch 310/500 718/718 [==============================] - 1s 875us/step - loss: 0.4277 - accuracy: 0.8013 Epoch 311/500 718/718 [==============================] - 1s 866us/step - loss: 0.4280 - accuracy: 0.7990 Epoch 312/500 718/718 [==============================] - 1s 842us/step - loss: 0.4281 - accuracy: 0.8003 Epoch 313/500 718/718 [==============================] - 1s 870us/step - loss: 0.4272 - accuracy: 0.7998 Epoch 314/500 718/718 [==============================] - 1s 868us/step - loss: 0.4278 - accuracy: 0.7983 Epoch 315/500 718/718 [==============================] - 1s 864us/step - loss: 0.4289 - accuracy: 0.8007 Epoch 316/500 718/718 [==============================] - 1s 861us/step - loss: 0.4279 - accuracy: 0.7995 Epoch 317/500 718/718 [==============================] - 1s 846us/step - loss: 0.4278 - accuracy: 0.7983 Epoch 318/500 718/718 [==============================] - 1s 861us/step - loss: 0.4277 - accuracy: 0.7972 Epoch 319/500 718/718 [==============================] - 1s 857us/step - loss: 0.4278 - accuracy: 0.7980 Epoch 320/500 718/718 [==============================] - 1s 865us/step - loss: 0.4284 - accuracy: 0.8006 Epoch 321/500 718/718 [==============================] - 1s 998us/step - loss: 0.4282 - accuracy: 0.7965 Epoch 322/500 718/718 [==============================] - 1s 867us/step - loss: 0.4279 - accuracy: 0.7976 Epoch 323/500 718/718 [==============================] - 1s 887us/step - loss: 0.4282 - accuracy: 0.7995 Epoch 324/500 718/718 [==============================] - 1s 872us/step - loss: 0.4281 - accuracy: 0.7995 Epoch 325/500 718/718 [==============================] - 1s 844us/step - loss: 0.4279 - accuracy: 0.8013 Epoch 326/500 718/718 [==============================] - 1s 865us/step - loss: 0.4287 - accuracy: 0.7993 Epoch 327/500 718/718 [==============================] - 1s 859us/step - loss: 0.4282 - accuracy: 0.7999 Epoch 328/500 718/718 [==============================] - 1s 850us/step - loss: 0.4283 - accuracy: 0.8010 Epoch 329/500 718/718 [==============================] - 1s 849us/step - loss: 0.4279 - accuracy: 0.8009 Epoch 330/500 718/718 [==============================] - 1s 858us/step - loss: 0.4284 - accuracy: 0.7987 Epoch 331/500 718/718 [==============================] - 1s 907us/step - loss: 0.4278 - accuracy: 0.7979 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7993: 0s - loss: 0.428 Epoch 333/500 718/718 [==============================] - 1s 855us/step - loss: 0.4272 - accuracy: 0.8013 Epoch 334/500 718/718 [==============================] - 1s 857us/step - loss: 0.4282 - accuracy: 0.7989 Epoch 335/500 718/718 [==============================] - 1s 890us/step - loss: 0.4278 - accuracy: 0.7992 Epoch 336/500 718/718 [==============================] - 1s 850us/step - loss: 0.4281 - accuracy: 0.8002 Epoch 337/500 718/718 [==============================] - 1s 850us/step - loss: 0.4278 - accuracy: 0.7984 Epoch 338/500 718/718 [==============================] - 1s 864us/step - loss: 0.4276 - accuracy: 0.7999 Epoch 339/500 718/718 [==============================] - 1s 837us/step - loss: 0.4275 - accuracy: 0.8003 Epoch 340/500 718/718 [==============================] - 1s 862us/step - loss: 0.4283 - accuracy: 0.7978 Epoch 341/500 718/718 [==============================] - 1s 838us/step - loss: 0.4283 - accuracy: 0.7975 Epoch 342/500 718/718 [==============================] - 1s 849us/step - loss: 0.4285 - accuracy: 0.7998 Epoch 343/500 718/718 [==============================] - 1s 865us/step - loss: 0.4284 - accuracy: 0.7969 Epoch 344/500 718/718 [==============================] - 1s 876us/step - loss: 0.4278 - accuracy: 0.8013 Epoch 345/500 718/718 [==============================] - 1s 887us/step - loss: 0.4280 - accuracy: 0.8010 Epoch 346/500 718/718 [==============================] - 1s 872us/step - loss: 0.4281 - accuracy: 0.8017 Epoch 347/500 718/718 [==============================] - 1s 860us/step - loss: 0.4281 - accuracy: 0.7985 Epoch 348/500 718/718 [==============================] - 1s 855us/step - loss: 0.4283 - accuracy: 0.7989 Epoch 349/500 718/718 [==============================] - 1s 856us/step - loss: 0.4278 - accuracy: 0.8004 Epoch 350/500 718/718 [==============================] - 1s 868us/step - loss: 0.4284 - accuracy: 0.7979 Epoch 351/500 718/718 [==============================] - 1s 873us/step - loss: 0.4277 - accuracy: 0.8001 Epoch 352/500 718/718 [==============================] - 1s 862us/step - loss: 0.4274 - accuracy: 0.7990 Epoch 353/500 718/718 [==============================] - 1s 892us/step - loss: 0.4274 - accuracy: 0.8001 Epoch 354/500 718/718 [==============================] - 1s 866us/step - loss: 0.4283 - accuracy: 0.7985 Epoch 355/500 718/718 [==============================] - 1s 855us/step - loss: 0.4280 - accuracy: 0.7999 Epoch 356/500 718/718 [==============================] - 1s 900us/step - loss: 0.4282 - accuracy: 0.7993 Epoch 357/500 718/718 [==============================] - 1s 851us/step - loss: 0.4281 - accuracy: 0.8002 Epoch 358/500 718/718 [==============================] - 1s 981us/step - loss: 0.4277 - accuracy: 0.8013 Epoch 359/500 718/718 [==============================] - 1s 862us/step - loss: 0.4279 - accuracy: 0.7996 Epoch 360/500 718/718 [==============================] - 1s 848us/step - loss: 0.4280 - accuracy: 0.8005 Epoch 361/500 718/718 [==============================] - 1s 888us/step - loss: 0.4274 - accuracy: 0.7976 Epoch 362/500 718/718 [==============================] - 1s 874us/step - loss: 0.4284 - accuracy: 0.7997 Epoch 363/500 718/718 [==============================] - 1s 853us/step - loss: 0.4283 - accuracy: 0.8002 Epoch 364/500 718/718 [==============================] - 1s 858us/step - loss: 0.4282 - accuracy: 0.7982 Epoch 365/500 718/718 [==============================] - 1s 855us/step - loss: 0.4285 - accuracy: 0.7989 Epoch 366/500 718/718 [==============================] - 1s 870us/step - loss: 0.4278 - accuracy: 0.7993 Epoch 367/500 718/718 [==============================] - 1s 867us/step - loss: 0.4282 - accuracy: 0.7984 Epoch 368/500 718/718 [==============================] - 1s 864us/step - loss: 0.4281 - accuracy: 0.7977 Epoch 369/500 718/718 [==============================] - 1s 873us/step - loss: 0.4279 - accuracy: 0.8013 Epoch 370/500 718/718 [==============================] - 1s 861us/step - loss: 0.4281 - accuracy: 0.79660s - loss: 0.4301 - Epoch 371/500 718/718 [==============================] - 1s 853us/step - loss: 0.4282 - accuracy: 0.7996 Epoch 372/500 718/718 [==============================] - 1s 872us/step - loss: 0.4272 - accuracy: 0.7995 Epoch 373/500 718/718 [==============================] - 1s 853us/step - loss: 0.4280 - accuracy: 0.7992 Epoch 374/500 718/718 [==============================] - 1s 874us/step - loss: 0.4275 - accuracy: 0.7995 Epoch 375/500 718/718 [==============================] - 1s 876us/step - loss: 0.4276 - accuracy: 0.7980 Epoch 376/500 718/718 [==============================] - 1s 842us/step - loss: 0.4275 - accuracy: 0.7985 Epoch 377/500 718/718 [==============================] - 1s 887us/step - loss: 0.4279 - accuracy: 0.8004 Epoch 378/500 718/718 [==============================] - 1s 873us/step - loss: 0.4283 - accuracy: 0.7989 Epoch 379/500 718/718 [==============================] - 1s 858us/step - loss: 0.4280 - accuracy: 0.7996 Epoch 380/500 718/718 [==============================] - 1s 865us/step - loss: 0.4277 - accuracy: 0.8002 Epoch 381/500 718/718 [==============================] - 1s 841us/step - loss: 0.4279 - accuracy: 0.7993 Epoch 382/500 718/718 [==============================] - 1s 867us/step - loss: 0.4287 - accuracy: 0.7975 Epoch 383/500 718/718 [==============================] - 1s 868us/step - loss: 0.4279 - accuracy: 0.79910s - loss: 0.4285 - accu Epoch 384/500 718/718 [==============================] - 1s 863us/step - loss: 0.4286 - accuracy: 0.8003 Epoch 385/500 718/718 [==============================] - 1s 868us/step - loss: 0.4283 - accuracy: 0.7997 Epoch 386/500 718/718 [==============================] - 1s 873us/step - loss: 0.4280 - accuracy: 0.7988 Epoch 387/500 718/718 [==============================] - 1s 850us/step - loss: 0.4278 - accuracy: 0.7973 Epoch 388/500 718/718 [==============================] - 1s 859us/step - loss: 0.4280 - accuracy: 0.7979 Epoch 389/500 718/718 [==============================] - 1s 842us/step - loss: 0.4279 - accuracy: 0.7997 Epoch 390/500 718/718 [==============================] - 1s 871us/step - loss: 0.4279 - accuracy: 0.7993 Epoch 391/500 718/718 [==============================] - 1s 877us/step - loss: 0.4276 - accuracy: 0.7987 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7998 Epoch 393/500 718/718 [==============================] - 1s 887us/step - loss: 0.4275 - accuracy: 0.7990 Epoch 394/500 718/718 [==============================] - 1s 883us/step - loss: 0.4283 - accuracy: 0.7988 Epoch 395/500 718/718 [==============================] - 1s 863us/step - loss: 0.4281 - accuracy: 0.8009 Epoch 396/500 718/718 [==============================] - 1s 864us/step - loss: 0.4281 - accuracy: 0.7979 Epoch 397/500 718/718 [==============================] - 1s 904us/step - loss: 0.4279 - accuracy: 0.8003 Epoch 398/500 718/718 [==============================] - 1s 850us/step - loss: 0.4276 - accuracy: 0.8001 Epoch 399/500 718/718 [==============================] - 1s 877us/step - loss: 0.4271 - accuracy: 0.8010 Epoch 400/500 718/718 [==============================] - 1s 850us/step - loss: 0.4280 - accuracy: 0.7997 Epoch 401/500 718/718 [==============================] - 1s 864us/step - loss: 0.4285 - accuracy: 0.7988 Epoch 402/500 718/718 [==============================] - 1s 865us/step - loss: 0.4280 - accuracy: 0.8013 Epoch 403/500 718/718 [==============================] - 1s 980us/step - loss: 0.4279 - accuracy: 0.7998 Epoch 404/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.8001 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8004 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7992 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7995 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8004 Epoch 409/500 718/718 [==============================] - 1s 951us/step - loss: 0.4282 - accuracy: 0.7983 Epoch 410/500 718/718 [==============================] - 1s 849us/step - loss: 0.4280 - accuracy: 0.7987 Epoch 411/500 718/718 [==============================] - 1s 890us/step - loss: 0.4278 - accuracy: 0.8011 Epoch 412/500 718/718 [==============================] - 1s 921us/step - loss: 0.4283 - accuracy: 0.7989 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7985 Epoch 414/500 718/718 [==============================] - 1s 880us/step - loss: 0.4281 - accuracy: 0.7983 Epoch 415/500 718/718 [==============================] - 1s 851us/step - loss: 0.4276 - accuracy: 0.7996 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8005 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8003 Epoch 418/500 718/718 [==============================] - 1s 858us/step - loss: 0.4269 - accuracy: 0.7997 Epoch 419/500 718/718 [==============================] - 1s 898us/step - loss: 0.4274 - accuracy: 0.7996 Epoch 420/500 718/718 [==============================] - 1s 977us/step - loss: 0.4274 - accuracy: 0.7991 Epoch 421/500 718/718 [==============================] - 1s 861us/step - loss: 0.4274 - accuracy: 0.7982 Epoch 422/500 718/718 [==============================] - 1s 855us/step - loss: 0.4279 - accuracy: 0.7987 Epoch 423/500 718/718 [==============================] - 1s 876us/step - loss: 0.4279 - accuracy: 0.7987 Epoch 424/500 718/718 [==============================] - 1s 856us/step - loss: 0.4279 - accuracy: 0.8002 Epoch 425/500 718/718 [==============================] - 1s 864us/step - loss: 0.4280 - accuracy: 0.7995 Epoch 426/500 718/718 [==============================] - 1s 852us/step - loss: 0.4278 - accuracy: 0.7998 Epoch 427/500 718/718 [==============================] - 1s 858us/step - loss: 0.4274 - accuracy: 0.8009 Epoch 428/500 718/718 [==============================] - 1s 872us/step - loss: 0.4277 - accuracy: 0.7988 Epoch 429/500 718/718 [==============================] - 1s 855us/step - loss: 0.4276 - accuracy: 0.7987 Epoch 430/500 718/718 [==============================] - 1s 861us/step - loss: 0.4280 - accuracy: 0.7988 Epoch 431/500 718/718 [==============================] - 1s 870us/step - loss: 0.4278 - accuracy: 0.7990 Epoch 432/500 718/718 [==============================] - 1s 845us/step - loss: 0.4275 - accuracy: 0.8021 Epoch 433/500 718/718 [==============================] - 1s 866us/step - loss: 0.4280 - accuracy: 0.7997 Epoch 434/500 718/718 [==============================] - 1s 869us/step - loss: 0.4273 - accuracy: 0.7992 Epoch 435/500 718/718 [==============================] - 1s 853us/step - loss: 0.4286 - accuracy: 0.7969 Epoch 436/500 718/718 [==============================] - 1s 867us/step - loss: 0.4277 - accuracy: 0.7990 Epoch 437/500 718/718 [==============================] - 1s 865us/step - loss: 0.4274 - accuracy: 0.7983 Epoch 438/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4282 - accuracy: 0.7983 Epoch 439/500 718/718 [==============================] - 1s 880us/step - loss: 0.4278 - accuracy: 0.8003 Epoch 440/500 718/718 [==============================] - 1s 855us/step - loss: 0.4278 - accuracy: 0.8001 Epoch 441/500 718/718 [==============================] - 1s 861us/step - loss: 0.4277 - accuracy: 0.8014 Epoch 442/500 718/718 [==============================] - 1s 868us/step - loss: 0.4273 - accuracy: 0.7998 Epoch 443/500 718/718 [==============================] - 1s 874us/step - loss: 0.4271 - accuracy: 0.7997 Epoch 444/500 718/718 [==============================] - 1s 877us/step - loss: 0.4279 - accuracy: 0.7978 Epoch 445/500 718/718 [==============================] - 1s 940us/step - loss: 0.4278 - accuracy: 0.7991 Epoch 446/500 718/718 [==============================] - 1s 860us/step - loss: 0.4272 - accuracy: 0.7997 Epoch 447/500 718/718 [==============================] - 1s 867us/step - loss: 0.4275 - accuracy: 0.7983 Epoch 448/500 718/718 [==============================] - 1s 953us/step - loss: 0.4286 - accuracy: 0.7981 Epoch 449/500 718/718 [==============================] - 1s 867us/step - loss: 0.4281 - accuracy: 0.7978 Epoch 450/500 718/718 [==============================] - 1s 863us/step - loss: 0.4276 - accuracy: 0.7999 Epoch 451/500 718/718 [==============================] - 1s 871us/step - loss: 0.4270 - accuracy: 0.7974 Epoch 452/500 718/718 [==============================] - 1s 880us/step - loss: 0.4272 - accuracy: 0.7998 Epoch 453/500 718/718 [==============================] - 1s 870us/step - loss: 0.4279 - accuracy: 0.7982 Epoch 454/500 718/718 [==============================] - 1s 880us/step - loss: 0.4276 - accuracy: 0.8006 Epoch 455/500 718/718 [==============================] - 1s 852us/step - loss: 0.4279 - accuracy: 0.7988 Epoch 456/500 718/718 [==============================] - 1s 956us/step - loss: 0.4280 - accuracy: 0.7968 Epoch 457/500 718/718 [==============================] - 1s 862us/step - loss: 0.4273 - accuracy: 0.79930s - loss: 0.4286 - accuracy: 0. Epoch 458/500 718/718 [==============================] - 1s 893us/step - loss: 0.4275 - accuracy: 0.7997 Epoch 459/500 718/718 [==============================] - 1s 857us/step - loss: 0.4279 - accuracy: 0.8004 Epoch 460/500 718/718 [==============================] - 1s 869us/step - loss: 0.4278 - accuracy: 0.7994 Epoch 461/500 718/718 [==============================] - 1s 863us/step - loss: 0.4275 - accuracy: 0.7985 Epoch 462/500 718/718 [==============================] - 1s 841us/step - loss: 0.4273 - accuracy: 0.8002 Epoch 463/500 718/718 [==============================] - 1s 880us/step - loss: 0.4275 - accuracy: 0.7997 Epoch 464/500 718/718 [==============================] - 1s 859us/step - loss: 0.4276 - accuracy: 0.7983 Epoch 465/500 718/718 [==============================] - 1s 842us/step - loss: 0.4281 - accuracy: 0.7982 Epoch 466/500 718/718 [==============================] - 1s 867us/step - loss: 0.4273 - accuracy: 0.8006 Epoch 467/500 718/718 [==============================] - 1s 840us/step - loss: 0.4276 - accuracy: 0.7990 Epoch 468/500 718/718 [==============================] - 1s 879us/step - loss: 0.4274 - accuracy: 0.7980 Epoch 469/500 718/718 [==============================] - 1s 857us/step - loss: 0.4283 - accuracy: 0.8003 Epoch 470/500 718/718 [==============================] - 1s 851us/step - loss: 0.4278 - accuracy: 0.8010 Epoch 471/500 718/718 [==============================] - 1s 872us/step - loss: 0.4281 - accuracy: 0.8005 Epoch 472/500 718/718 [==============================] - 1s 958us/step - loss: 0.4276 - accuracy: 0.7978 Epoch 473/500 718/718 [==============================] - 1s 874us/step - loss: 0.4276 - accuracy: 0.7980 Epoch 474/500 718/718 [==============================] - 1s 894us/step - loss: 0.4278 - accuracy: 0.8000 Epoch 475/500 718/718 [==============================] - 1s 874us/step - loss: 0.4277 - accuracy: 0.8008 Epoch 476/500 718/718 [==============================] - 1s 887us/step - loss: 0.4274 - accuracy: 0.7997 Epoch 477/500 718/718 [==============================] - 1s 891us/step - loss: 0.4273 - accuracy: 0.8010 Epoch 478/500 718/718 [==============================] - 1s 845us/step - loss: 0.4278 - accuracy: 0.8013 Epoch 479/500 718/718 [==============================] - 1s 870us/step - loss: 0.4275 - accuracy: 0.79910s - loss: 0.4352 - ac Epoch 480/500 718/718 [==============================] - 1s 876us/step - loss: 0.4276 - accuracy: 0.7989 Epoch 481/500 718/718 [==============================] - 1s 873us/step - loss: 0.4274 - accuracy: 0.7989 Epoch 482/500 718/718 [==============================] - 1s 851us/step - loss: 0.4272 - accuracy: 0.7991 Epoch 483/500 718/718 [==============================] - 1s 856us/step - loss: 0.4280 - accuracy: 0.7988 Epoch 484/500 718/718 [==============================] - 1s 867us/step - loss: 0.4279 - accuracy: 0.8000 Epoch 485/500 718/718 [==============================] - 1s 866us/step - loss: 0.4269 - accuracy: 0.7988 Epoch 486/500 718/718 [==============================] - 1s 841us/step - loss: 0.4270 - accuracy: 0.8002 Epoch 487/500 718/718 [==============================] - 1s 883us/step - loss: 0.4274 - accuracy: 0.7997 Epoch 488/500 718/718 [==============================] - 1s 871us/step - loss: 0.4278 - accuracy: 0.7982 Epoch 489/500 718/718 [==============================] - 1s 845us/step - loss: 0.4273 - accuracy: 0.7996 Epoch 490/500 718/718 [==============================] - 1s 893us/step - loss: 0.4274 - accuracy: 0.7998 Epoch 491/500 718/718 [==============================] - 1s 851us/step - loss: 0.4275 - accuracy: 0.7997 Epoch 492/500 718/718 [==============================] - 1s 896us/step - loss: 0.4273 - accuracy: 0.7977 Epoch 493/500 718/718 [==============================] - 1s 864us/step - loss: 0.4275 - accuracy: 0.7980 Epoch 494/500 718/718 [==============================] - 1s 849us/step - loss: 0.4276 - accuracy: 0.7988 Epoch 495/500 718/718 [==============================] - 1s 862us/step - loss: 0.4279 - accuracy: 0.7981 Epoch 496/500 718/718 [==============================] - 1s 874us/step - loss: 0.4274 - accuracy: 0.79870s - loss: 0.4275 - accuracy Epoch 497/500 718/718 [==============================] - 1s 850us/step - loss: 0.4281 - accuracy: 0.7993 Epoch 498/500 718/718 [==============================] - 1s 870us/step - loss: 0.4273 - accuracy: 0.8008 Epoch 499/500 718/718 [==============================] - 1s 851us/step - loss: 0.4271 - accuracy: 0.7994 Epoch 500/500 718/718 [==============================] - 1s 866us/step - loss: 0.4277 - accuracy: 0.7977 Epoch 1/500 718/718 [==============================] - 1s 841us/step - loss: 0.6094 - accuracy: 0.6685 Epoch 2/500 718/718 [==============================] - 1s 962us/step - loss: 0.5390 - accuracy: 0.7317 Epoch 3/500 718/718 [==============================] - 1s 913us/step - loss: 0.5085 - accuracy: 0.7537 Epoch 4/500 718/718 [==============================] - 1s 884us/step - loss: 0.4874 - accuracy: 0.7618 Epoch 5/500 718/718 [==============================] - 1s 866us/step - loss: 0.4764 - accuracy: 0.7677 Epoch 6/500 718/718 [==============================] - 1s 879us/step - loss: 0.4703 - accuracy: 0.7705 Epoch 7/500 718/718 [==============================] - 1s 857us/step - loss: 0.4666 - accuracy: 0.7732 Epoch 8/500 718/718 [==============================] - 1s 893us/step - loss: 0.4635 - accuracy: 0.7756 Epoch 9/500 718/718 [==============================] - 1s 882us/step - loss: 0.4620 - accuracy: 0.7762 Epoch 10/500 718/718 [==============================] - 1s 858us/step - loss: 0.4605 - accuracy: 0.7784 Epoch 11/500 718/718 [==============================] - 1s 885us/step - loss: 0.4591 - accuracy: 0.7798 Epoch 12/500 718/718 [==============================] - 1s 867us/step - loss: 0.4592 - accuracy: 0.7777 Epoch 13/500 718/718 [==============================] - 1s 864us/step - loss: 0.4581 - accuracy: 0.7795 Epoch 14/500 718/718 [==============================] - 1s 926us/step - loss: 0.4575 - accuracy: 0.7805 Epoch 15/500 718/718 [==============================] - 1s 864us/step - loss: 0.4574 - accuracy: 0.7802 Epoch 16/500 718/718 [==============================] - 1s 859us/step - loss: 0.4568 - accuracy: 0.7821 Epoch 17/500 718/718 [==============================] - 1s 878us/step - loss: 0.4566 - accuracy: 0.7812 Epoch 18/500 718/718 [==============================] - 1s 863us/step - loss: 0.4567 - accuracy: 0.7778 Epoch 19/500 718/718 [==============================] - 1s 876us/step - loss: 0.4557 - accuracy: 0.7818 Epoch 20/500 718/718 [==============================] - 1s 874us/step - loss: 0.4559 - accuracy: 0.7834 Epoch 21/500 718/718 [==============================] - 1s 865us/step - loss: 0.4547 - accuracy: 0.7834 Epoch 22/500 718/718 [==============================] - 1s 872us/step - loss: 0.4546 - accuracy: 0.7819 Epoch 23/500 718/718 [==============================] - 1s 875us/step - loss: 0.4548 - accuracy: 0.7828 Epoch 24/500 718/718 [==============================] - 1s 852us/step - loss: 0.4540 - accuracy: 0.7837 Epoch 25/500 718/718 [==============================] - 1s 889us/step - loss: 0.4533 - accuracy: 0.7875 Epoch 26/500 718/718 [==============================] - 1s 860us/step - loss: 0.4532 - accuracy: 0.7851 Epoch 27/500 718/718 [==============================] - 1s 895us/step - loss: 0.4527 - accuracy: 0.7874 Epoch 28/500 718/718 [==============================] - 1s 873us/step - loss: 0.4522 - accuracy: 0.7861 Epoch 29/500 718/718 [==============================] - 1s 869us/step - loss: 0.4512 - accuracy: 0.7854 Epoch 30/500 718/718 [==============================] - 1s 880us/step - loss: 0.4516 - accuracy: 0.7847 Epoch 31/500 718/718 [==============================] - 1s 873us/step - loss: 0.4497 - accuracy: 0.78590s - loss: 0.4508 - accuracy: 0.78 Epoch 32/500 718/718 [==============================] - 1s 846us/step - loss: 0.4497 - accuracy: 0.7857 Epoch 33/500 718/718 [==============================] - 1s 869us/step - loss: 0.4480 - accuracy: 0.7870 Epoch 34/500 718/718 [==============================] - 1s 859us/step - loss: 0.4466 - accuracy: 0.7867 Epoch 35/500 718/718 [==============================] - 1s 868us/step - loss: 0.4459 - accuracy: 0.7887 Epoch 36/500 718/718 [==============================] - 1s 876us/step - loss: 0.4453 - accuracy: 0.7852 Epoch 37/500 718/718 [==============================] - 1s 854us/step - loss: 0.4451 - accuracy: 0.7903 Epoch 38/500 718/718 [==============================] - 1s 890us/step - loss: 0.4441 - accuracy: 0.7888 Epoch 39/500 718/718 [==============================] - 1s 878us/step - loss: 0.4438 - accuracy: 0.7894 Epoch 40/500 718/718 [==============================] - 1s 858us/step - loss: 0.4427 - accuracy: 0.7892 Epoch 41/500 718/718 [==============================] - 1s 868us/step - loss: 0.4433 - accuracy: 0.7906 Epoch 42/500 718/718 [==============================] - 1s 857us/step - loss: 0.4432 - accuracy: 0.7893 Epoch 43/500 718/718 [==============================] - 1s 881us/step - loss: 0.4430 - accuracy: 0.7888 Epoch 44/500 718/718 [==============================] - 1s 855us/step - loss: 0.4435 - accuracy: 0.7904 Epoch 45/500 718/718 [==============================] - 1s 848us/step - loss: 0.4421 - accuracy: 0.7930 Epoch 46/500 718/718 [==============================] - 1s 883us/step - loss: 0.4427 - accuracy: 0.7904 Epoch 47/500 718/718 [==============================] - 1s 867us/step - loss: 0.4427 - accuracy: 0.7892 Epoch 48/500 718/718 [==============================] - 1s 858us/step - loss: 0.4425 - accuracy: 0.7909 Epoch 49/500 718/718 [==============================] - 1s 918us/step - loss: 0.4421 - accuracy: 0.7915 Epoch 50/500 718/718 [==============================] - 1s 847us/step - loss: 0.4429 - accuracy: 0.7900 Epoch 51/500 718/718 [==============================] - 1s 858us/step - loss: 0.4423 - accuracy: 0.7911 Epoch 52/500 718/718 [==============================] - 1s 862us/step - loss: 0.4427 - accuracy: 0.7899 Epoch 53/500 718/718 [==============================] - 1s 848us/step - loss: 0.4424 - accuracy: 0.7915 Epoch 54/500 718/718 [==============================] - 1s 886us/step - loss: 0.4424 - accuracy: 0.7913 Epoch 55/500 718/718 [==============================] - 1s 860us/step - loss: 0.4426 - accuracy: 0.7917 Epoch 56/500 718/718 [==============================] - 1s 842us/step - loss: 0.4430 - accuracy: 0.7910 Epoch 57/500 718/718 [==============================] - 1s 852us/step - loss: 0.4421 - accuracy: 0.7895 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4423 - accuracy: 0.7889 Epoch 59/500 718/718 [==============================] - 1s 865us/step - loss: 0.4419 - accuracy: 0.7927 Epoch 60/500 718/718 [==============================] - 1s 865us/step - loss: 0.4425 - accuracy: 0.7919 Epoch 61/500 718/718 [==============================] - 1s 845us/step - loss: 0.4424 - accuracy: 0.7906 Epoch 62/500 718/718 [==============================] - 1s 895us/step - loss: 0.4424 - accuracy: 0.7904 Epoch 63/500 718/718 [==============================] - 1s 879us/step - loss: 0.4424 - accuracy: 0.7904 Epoch 64/500 718/718 [==============================] - 1s 859us/step - loss: 0.4423 - accuracy: 0.7882 Epoch 65/500 718/718 [==============================] - 1s 882us/step - loss: 0.4427 - accuracy: 0.7901 Epoch 66/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7918: 0s - loss: 0.4465 - ac Epoch 67/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4424 - accuracy: 0.7907 Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4421 - accuracy: 0.7901 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7931 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7913 Epoch 71/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4415 - accuracy: 0.7932 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7895 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4417 - accuracy: 0.7911 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4417 - accuracy: 0.7889 Epoch 75/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7910 Epoch 76/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4422 - accuracy: 0.7915 Epoch 77/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4415 - accuracy: 0.7900 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4418 - accuracy: 0.7911 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4418 - accuracy: 0.7908: 0s - loss: 0.4359 - accuracy: 0. - ETA: 0s - loss: Epoch 80/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4420 - accuracy: 0.7928 Epoch 81/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4415 - accuracy: 0.7905 Epoch 82/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4412 - accuracy: 0.7909: 0s - loss: Epoch 83/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4413 - accuracy: 0.7915: 0s - loss: 0.4406 - accuracy: 0. Epoch 84/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4415 - accuracy: 0.7899 Epoch 85/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4415 - accuracy: 0.7915 Epoch 86/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4413 - accuracy: 0.7935 Epoch 87/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4414 - accuracy: 0.7930 Epoch 88/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4416 - accuracy: 0.7900 Epoch 89/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4409 - accuracy: 0.7921 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7918: 0s - loss: 0.4393 - accuracy Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7921 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4418 - accuracy: 0.7922 Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7897 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7935 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7902 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7904 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7910 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7902 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7942 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7880 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7918: 0s - loss: 0.4407 - ac Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4413 - accuracy: 0.7915: 0s - loss: 0.4489 - ac Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7903 Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7908 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7927 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7903 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7915 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4413 - accuracy: 0.7902 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7895: 0s - loss: 0.4476 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7913 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7916 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7885 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7918 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7920 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7925 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7921: 0s - loss: 0.4404 - ac Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4413 - accuracy: 0.7927 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7926 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7893 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7902 Epoch 121/500 718/718 [==============================] - 1s 995us/step - loss: 0.4407 - accuracy: 0.7898 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7924 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7917 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7910: 0s - loss: 0.4421 - accura Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7895 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7919 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7908 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7923 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7935 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7922 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7913 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7910: 0s - loss: 0.4372 - accu Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7926 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7905: 0s - loss: 0.4415 - Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7911 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7922: 0s - loss: 0.4425 - Epoch 137/500 718/718 [==============================] - 1s 991us/step - loss: 0.4411 - accuracy: 0.7902 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7935 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7920 Epoch 140/500 718/718 [==============================] - 1s 986us/step - loss: 0.4401 - accuracy: 0.7927 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7917 Epoch 142/500 718/718 [==============================] - 1s 980us/step - loss: 0.4403 - accuracy: 0.7928 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7926 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7908 Epoch 145/500 718/718 [==============================] - 1s 994us/step - loss: 0.4402 - accuracy: 0.7922 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7935 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7940 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7915: 0s - loss: 0.4399 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7934 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7905 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7933 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7909 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7924 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7916 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7937: 0s - loss: 0.4370 - accuracy: 0. Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7908 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7918 Epoch 158/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7930 Epoch 159/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7923 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7908 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7933 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7916 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7936: 0s - loss: 0.4433 - accu - ETA: 0s - loss: 0.4389 - accuracy: 0. Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7930 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7947 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7936 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7943 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7939 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7916 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7924 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7945 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7944 Epoch 173/500 718/718 [==============================] - 1s 990us/step - loss: 0.4375 - accuracy: 0.7935 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7940: 0s - loss: 0.4343 - accuracy Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7926: 0s - loss: 0.4370 - accuracy: 0.79 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7931 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7969 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7953 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7970: 0s - loss: 0.4443 - accuracy Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7967 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7957 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7954 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7944 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7956 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7942 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7942 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7947 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7944 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4356 - accuracy: 0.7957: 0s - loss: 0.4350 - accura Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7965 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7942 Epoch 192/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4349 - accuracy: 0.7945 Epoch 193/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4349 - accuracy: 0.7941 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7933 Epoch 195/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4343 - accuracy: 0.7949 Epoch 196/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4350 - accuracy: 0.7961 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7941 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7966: 0s - loss: 0.4396 - accuracy Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7985 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7941 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7959 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7966 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7982: 0s - loss: 0.424 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7963 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7978 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7972: 0s - loss: 0.4328 - accuracy: Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7963 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7959 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7969 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7980 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7961: 0s - loss: 0.4371 - accuracy - ETA: 0s - loss: 0.4387 - accura Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7954 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7969 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7958 Epoch 215/500 718/718 [==============================] - 1s 992us/step - loss: 0.4337 - accuracy: 0.7970 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7962 Epoch 217/500 718/718 [==============================] - 1s 993us/step - loss: 0.4334 - accuracy: 0.7959 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7961: 0s - loss: 0.4304 - accura Epoch 219/500 718/718 [==============================] - 1s 972us/step - loss: 0.4335 - accuracy: 0.7969 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7965 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7973 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7973 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7956 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7978: 0s - loss: 0.4405 - ac Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7976 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7978 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7976 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7971: 0s - l Epoch 229/500 718/718 [==============================] - 1s 996us/step - loss: 0.4331 - accuracy: 0.7963 Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7970 Epoch 231/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7976 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7973 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7973 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7953 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7971 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7971 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7973 Epoch 238/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7956 Epoch 239/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7960 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7949 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7959 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7983 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4333 - accuracy: 0.7971 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7971 Epoch 245/500 718/718 [==============================] - 1s 964us/step - loss: 0.4323 - accuracy: 0.7960 Epoch 246/500 718/718 [==============================] - 1s 973us/step - loss: 0.4325 - accuracy: 0.7969 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7989 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7982: 0s - loss: 0.4297 - ac Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7965: 0s - loss: 0.4329 - accu Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7963 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7983 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7982 Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7965 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7974 Epoch 255/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7966 Epoch 256/500 718/718 [==============================] - 1s 977us/step - loss: 0.4323 - accuracy: 0.8002 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7960 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7983: 0s - loss: 0.4254 - ac Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7970 Epoch 260/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4320 - accuracy: 0.8009 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7972 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7969 Epoch 263/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4327 - accuracy: 0.7985 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7962 Epoch 265/500 718/718 [==============================] - 1s 997us/step - loss: 0.4321 - accuracy: 0.7977 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7981 Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7985 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7983: 0s - loss: 0.4346 - ac Epoch 269/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7973 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7959 Epoch 271/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7962 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7980 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7978 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7977 Epoch 275/500 718/718 [==============================] - 1s 999us/step - loss: 0.4320 - accuracy: 0.7976 Epoch 276/500 718/718 [==============================] - 1s 988us/step - loss: 0.4322 - accuracy: 0.7978 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7959 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7975 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7975 Epoch 280/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7964 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7990 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7963: 0s - loss: 0.4334 - accuracy: Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7956 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7983 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7962 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7978 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7976 Epoch 288/500 718/718 [==============================] - 1s 994us/step - loss: 0.4321 - accuracy: 0.79740s - loss: 0.437 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7957 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7963 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7985 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7988 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7969 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7959 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7963 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7971 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7989: 0s - loss: 0.4329 - accuracy: Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7978 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7974 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7967 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7980: 0s - loss: 0.4329 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7964 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7995 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7973: 0s - loss: 0.430 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7969 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7990 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7970 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7984: 0s - loss: 0.4371 - Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7962 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7968 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7964 Epoch 312/500 718/718 [==============================] - 1s 997us/step - loss: 0.4314 - accuracy: 0.7954 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7974 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7974 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7967 Epoch 316/500 718/718 [==============================] - 1s 991us/step - loss: 0.4313 - accuracy: 0.7994 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7975 Epoch 318/500 718/718 [==============================] - 1s 994us/step - loss: 0.4318 - accuracy: 0.79630s - loss: 0.4315 - accuracy: 0.79 Epoch 319/500 718/718 [==============================] - 1s 973us/step - loss: 0.4313 - accuracy: 0.7988 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7986 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7956 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7976: 0s - loss: 0.428 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7966 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7983 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7977: 0s - loss: 0.4287 - accura Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7971 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7970 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7968 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7975 Epoch 330/500 718/718 [==============================] - 1s 970us/step - loss: 0.4314 - accuracy: 0.7975 Epoch 331/500 718/718 [==============================] - 1s 976us/step - loss: 0.4315 - accuracy: 0.7982 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7966 Epoch 333/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7970 Epoch 334/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7963 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7959 Epoch 336/500 718/718 [==============================] - 1s 991us/step - loss: 0.4313 - accuracy: 0.7983 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7968 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7958 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7963: 0s - loss: 0.4312 - ac Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7971 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7969: 0s - loss: 0.4305 - Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7956 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7980 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7956 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7979 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7962 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7962: 0s - loss: 0.4371 - accuracy: Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7969 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7983 Epoch 350/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7964 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7989 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7961 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7974 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7987 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7977 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7968 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7981 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7961 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7955 Epoch 360/500 718/718 [==============================] - 1s 958us/step - loss: 0.4305 - accuracy: 0.7980 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7965: 0s - loss: 0.4308 - accuracy: Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7969 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7959 Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7963: 0s - loss: 0.4263 - accura Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7961 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7943 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7968 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7973 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7972 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7957: 0s - loss: 0.4277 - accuracy: Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7948 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7954 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7962 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7975 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7969 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7975 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7971 Epoch 378/500 718/718 [==============================] - 1s 991us/step - loss: 0.4300 - accuracy: 0.7990 Epoch 379/500 718/718 [==============================] - 1s 997us/step - loss: 0.4305 - accuracy: 0.7956 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7971 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7981 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7957 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7965 Epoch 384/500 718/718 [==============================] - 1s 898us/step - loss: 0.4301 - accuracy: 0.7963 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7958 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7973: 0s - loss: 0.4324 - accu Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7963 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7966 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7974: 0s - loss: 0.4304 - accura Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7973 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7969 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7976 Epoch 393/500 718/718 [==============================] - 1s 983us/step - loss: 0.4299 - accuracy: 0.7984 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7964 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7985 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7965 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7967 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7974 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7963 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7947 Epoch 401/500 718/718 [==============================] - 1s 950us/step - loss: 0.4292 - accuracy: 0.7988 Epoch 402/500 718/718 [==============================] - 1s 966us/step - loss: 0.4300 - accuracy: 0.7979 Epoch 403/500 718/718 [==============================] - 1s 998us/step - loss: 0.4300 - accuracy: 0.79680s - loss: 0.4248 - accuracy Epoch 404/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4296 - accuracy: 0.7972s - loss: 0.4292 - accuracy: 0.79 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7976: 0s - loss: 0.4342 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7954 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7979 Epoch 408/500 718/718 [==============================] - 1s 999us/step - loss: 0.4298 - accuracy: 0.7968 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7972 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7981 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7955 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7968 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7980 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7960 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7970 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7982 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7959 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7984 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7961 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7980 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7977 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7965 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7959 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7963 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7977: 0s - loss: 0.4329 - accuracy: 0.79 - ETA: 0s - loss: 0.4338 - accura - ETA: 0s - loss: 0.4314 - accura Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7975 Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7970 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7953 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7980 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7967 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7961 Epoch 432/500 718/718 [==============================] - 1s 992us/step - loss: 0.4295 - accuracy: 0.7966 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7993: 0s - loss: Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7980: 0s - loss: 0.4310 - accu Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7961 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7950 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7964 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7975 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7969 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7969 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7969 Epoch 442/500 718/718 [==============================] - 1s 992us/step - loss: 0.4298 - accuracy: 0.7978 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7983 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7948 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7965 Epoch 446/500 718/718 [==============================] - 1s 997us/step - loss: 0.4296 - accuracy: 0.7969 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7972: 0s - loss: 0.4235 - Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7966 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7952: 0s - loss: 0.4265 - accu Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7948: 0s - loss: 0.4244 - accura Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7966 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7969: 0s - loss: 0.4299 - accuracy: 0.79 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7987 Epoch 454/500 718/718 [==============================] - 1s 992us/step - loss: 0.4290 - accuracy: 0.7954 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7951 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7978 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7955 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7958 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7965 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7965 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7949: 0s - loss: 0 Epoch 462/500 718/718 [==============================] - 1s 994us/step - loss: 0.4293 - accuracy: 0.79560s - loss: 0.4242 - accuracy Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7951 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7969 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7997 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7976: 0s - loss: 0.4 Epoch 467/500 718/718 [==============================] - 1s 989us/step - loss: 0.4296 - accuracy: 0.7985 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7955 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7963 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7970 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7973: 0s - loss: 0.4268 - accura Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7965: 0s - loss: 0.447 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7967 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7951 Epoch 475/500 718/718 [==============================] - 1s 999us/step - loss: 0.4293 - accuracy: 0.7979 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7949: 0s - loss: 0.4309 - accuracy: 0.79 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7970: 0s - loss: 0.436 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7976 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7951 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7971 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7972 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7962: 0s - loss: 0.4258 - accuracy: 0.79 - ETA: 0s - loss: 0.4242 - accura Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7976 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7971 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7970 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7979: 0s - loss: 0.4332 - accu Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7963 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7948 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7992 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7996 Epoch 491/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4294 - accuracy: 0.7966 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7977 Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7977: Epoch 494/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4288 - accuracy: 0.7969: 0s - loss: 0.4 Epoch 495/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4294 - accuracy: 0.7950 Epoch 496/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7964 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7963 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7980 Epoch 499/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4293 - accuracy: 0.7965: 0s - l Epoch 500/500 718/718 [==============================] - 1s 906us/step - loss: 0.4297 - accuracy: 0.7976 Epoch 1/500 718/718 [==============================] - 1s 967us/step - loss: 0.6305 - accuracy: 0.6474 Epoch 2/500 718/718 [==============================] - 1s 972us/step - loss: 0.5500 - accuracy: 0.7324 Epoch 3/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5174 - accuracy: 0.7475: 0s - loss: 0.520 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4924 - accuracy: 0.7626 Epoch 5/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4779 - accuracy: 0.7674: 0s - loss: 0.4842 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4699 - accuracy: 0.7711 Epoch 7/500 718/718 [==============================] - 1s 925us/step - loss: 0.4645 - accuracy: 0.7715 Epoch 8/500 718/718 [==============================] - 1s 909us/step - loss: 0.4610 - accuracy: 0.77550s - loss: 0.4644 - accu Epoch 9/500 718/718 [==============================] - 1s 905us/step - loss: 0.4573 - accuracy: 0.7773 Epoch 10/500 718/718 [==============================] - 1s 890us/step - loss: 0.4546 - accuracy: 0.7787 Epoch 11/500 718/718 [==============================] - 1s 920us/step - loss: 0.4532 - accuracy: 0.7783 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7804 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7834 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7827 Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7835 Epoch 16/500 718/718 [==============================] - 1s 965us/step - loss: 0.4495 - accuracy: 0.7837 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7841 Epoch 18/500 718/718 [==============================] - 1s 968us/step - loss: 0.4484 - accuracy: 0.7859 Epoch 19/500 718/718 [==============================] - 1s 997us/step - loss: 0.4480 - accuracy: 0.78510s - loss: 0.4265 Epoch 20/500 718/718 [==============================] - 1s 974us/step - loss: 0.4478 - accuracy: 0.7861 Epoch 21/500 718/718 [==============================] - 1s 978us/step - loss: 0.4463 - accuracy: 0.7863 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7863 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7875: 0s - loss: 0.4514 Epoch 24/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4446 - accuracy: 0.7875 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4432 - accuracy: 0.7869: 0s - loss: 0.4 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7911 Epoch 27/500 718/718 [==============================] - 1s 962us/step - loss: 0.4415 - accuracy: 0.7881 Epoch 28/500 718/718 [==============================] - 1s 937us/step - loss: 0.4407 - accuracy: 0.7922 Epoch 29/500 718/718 [==============================] - 1s 899us/step - loss: 0.4409 - accuracy: 0.7908 Epoch 30/500 718/718 [==============================] - 1s 938us/step - loss: 0.4402 - accuracy: 0.7922 Epoch 31/500 718/718 [==============================] - 1s 924us/step - loss: 0.4401 - accuracy: 0.79080s - loss: 0.4388 - accuracy Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7924 Epoch 33/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4393 - accuracy: 0.7922 Epoch 34/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4391 - accuracy: 0.7929 Epoch 35/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4387 - accuracy: 0.7902 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7931: 0s - loss: 0.4394 - accu Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7936 Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7939: 0s - loss: 0.4 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7914 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7935 Epoch 41/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4367 - accuracy: 0.7920 Epoch 42/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4363 - accuracy: 0.7951 Epoch 43/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4363 - accuracy: 0.7942 Epoch 44/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4356 - accuracy: 0.7951 Epoch 45/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4350 - accuracy: 0.7938 Epoch 46/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4350 - accuracy: 0.7956 Epoch 47/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4354 - accuracy: 0.7928 Epoch 48/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4351 - accuracy: 0.7935: 0s - loss: 0.4 Epoch 49/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4348 - accuracy: 0.7918 Epoch 50/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4342 - accuracy: 0.7943 Epoch 51/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4340 - accuracy: 0.7938 Epoch 52/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4344 - accuracy: 0.7937 Epoch 53/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4346 - accuracy: 0.7961: 0s - loss: 0.4354 - accuracy: 0. Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7953 Epoch 55/500 718/718 [==============================] - 1s 918us/step - loss: 0.4339 - accuracy: 0.7937 Epoch 56/500 718/718 [==============================] - 1s 895us/step - loss: 0.4334 - accuracy: 0.7933 Epoch 57/500 718/718 [==============================] - 1s 880us/step - loss: 0.4329 - accuracy: 0.7941 Epoch 58/500 718/718 [==============================] - 1s 955us/step - loss: 0.4333 - accuracy: 0.7948 Epoch 59/500 718/718 [==============================] - 1s 894us/step - loss: 0.4332 - accuracy: 0.7936 Epoch 60/500 718/718 [==============================] - 1s 896us/step - loss: 0.4331 - accuracy: 0.7953 Epoch 61/500 718/718 [==============================] - 1s 897us/step - loss: 0.4327 - accuracy: 0.7920 Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7951 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7945 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7942 Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7939 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7948 Epoch 67/500 718/718 [==============================] - 1s 950us/step - loss: 0.4328 - accuracy: 0.7922 Epoch 68/500 718/718 [==============================] - 1s 899us/step - loss: 0.4321 - accuracy: 0.7950 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7922 Epoch 70/500 718/718 [==============================] - 1s 929us/step - loss: 0.4319 - accuracy: 0.7935 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7925 Epoch 72/500 718/718 [==============================] - 1s 997us/step - loss: 0.4316 - accuracy: 0.7945 Epoch 73/500 718/718 [==============================] - 1s 930us/step - loss: 0.4319 - accuracy: 0.7956 Epoch 74/500 718/718 [==============================] - 1s 916us/step - loss: 0.4323 - accuracy: 0.7952 Epoch 75/500 718/718 [==============================] - 1s 910us/step - loss: 0.4318 - accuracy: 0.7969 Epoch 76/500 718/718 [==============================] - 1s 912us/step - loss: 0.4319 - accuracy: 0.7947 Epoch 77/500 718/718 [==============================] - 1s 909us/step - loss: 0.4317 - accuracy: 0.7958 Epoch 78/500 718/718 [==============================] - 1s 924us/step - loss: 0.4315 - accuracy: 0.79310s - loss: 0.4361 - ac Epoch 79/500 718/718 [==============================] - 1s 918us/step - loss: 0.4317 - accuracy: 0.7960 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7969 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7947: 0s - loss: 0.4368 - accuracy Epoch 82/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7949 Epoch 83/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7923: 0s - loss: 0.4317 - accuracy Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7965 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7945 Epoch 86/500 718/718 [==============================] - 1s 945us/step - loss: 0.4309 - accuracy: 0.7941 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7942 Epoch 88/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7984 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7973 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7952 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7976: 0s - loss: 0.4276 - accuracy Epoch 92/500 718/718 [==============================] - 1s 947us/step - loss: 0.4304 - accuracy: 0.79510s - loss: 0.4260 - accuracy Epoch 93/500 718/718 [==============================] - 1s 942us/step - loss: 0.4305 - accuracy: 0.7960 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7951 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7953 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7942 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7975 Epoch 98/500 718/718 [==============================] - 1s 959us/step - loss: 0.4298 - accuracy: 0.7948 Epoch 99/500 718/718 [==============================] - 1s 980us/step - loss: 0.4302 - accuracy: 0.7961 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7966 Epoch 101/500 718/718 [==============================] - 1s 997us/step - loss: 0.4297 - accuracy: 0.7963 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7951 Epoch 103/500 718/718 [==============================] - 1s 944us/step - loss: 0.4301 - accuracy: 0.7973 Epoch 104/500 718/718 [==============================] - 1s 912us/step - loss: 0.4295 - accuracy: 0.7962 Epoch 105/500 718/718 [==============================] - 1s 932us/step - loss: 0.4298 - accuracy: 0.7965 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7950 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7960 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7957: 0s - loss: 0.4 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7983: 0s - loss: Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7964 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7949 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7959 Epoch 113/500 718/718 [==============================] - 1s 970us/step - loss: 0.4295 - accuracy: 0.7959 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7968: 0s - loss: 0.4178 - Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7958 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7978 Epoch 117/500 718/718 [==============================] - 1s 928us/step - loss: 0.4294 - accuracy: 0.7945 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7963 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7956 Epoch 120/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4294 - accuracy: 0.7969 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7966 Epoch 122/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.7980 Epoch 123/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4294 - accuracy: 0.7978 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7971 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7976 Epoch 126/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4291 - accuracy: 0.7969 Epoch 127/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4294 - accuracy: 0.7954 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7951 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7956 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7970 Epoch 131/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7976 Epoch 132/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4293 - accuracy: 0.7944 Epoch 133/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7974 Epoch 134/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4282 - accuracy: 0.7996 Epoch 135/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4288 - accuracy: 0.7976: 0s - loss: 0.4 Epoch 136/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4290 - accuracy: 0.7968 Epoch 137/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4294 - accuracy: 0.7955 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7955 Epoch 139/500 718/718 [==============================] - 1s 932us/step - loss: 0.4287 - accuracy: 0.7985 Epoch 140/500 718/718 [==============================] - 1s 904us/step - loss: 0.4287 - accuracy: 0.7981 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7963 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7967 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7965 Epoch 144/500 718/718 [==============================] - 1s 977us/step - loss: 0.4286 - accuracy: 0.7992 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7955 Epoch 146/500 718/718 [==============================] - 1s 913us/step - loss: 0.4285 - accuracy: 0.7995 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7980: 0s - loss: 0 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7987 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7982 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7986 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7967 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7976 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7987 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7983 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7977 Epoch 156/500 718/718 [==============================] - 1s 952us/step - loss: 0.4283 - accuracy: 0.7969 Epoch 157/500 718/718 [==============================] - 1s 887us/step - loss: 0.4291 - accuracy: 0.7963 Epoch 158/500 718/718 [==============================] - 1s 893us/step - loss: 0.4279 - accuracy: 0.7978 Epoch 159/500 718/718 [==============================] - 1s 894us/step - loss: 0.4286 - accuracy: 0.79810s - loss: 0.4280 - accuracy: 0.79 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7993 Epoch 161/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4289 - accuracy: 0.7969 Epoch 162/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4290 - accuracy: 0.7968 Epoch 163/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4290 - accuracy: 0.7976 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7976 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7982 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7987 Epoch 167/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7983 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7975 Epoch 169/500 718/718 [==============================] - 1s 993us/step - loss: 0.4285 - accuracy: 0.7966 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7962 Epoch 171/500 718/718 [==============================] - 1s 983us/step - loss: 0.4285 - accuracy: 0.7987 Epoch 172/500 718/718 [==============================] - 1s 914us/step - loss: 0.4282 - accuracy: 0.7997 Epoch 173/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7983 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7976 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7986 Epoch 176/500 718/718 [==============================] - 1s 959us/step - loss: 0.4282 - accuracy: 0.7968 Epoch 177/500 718/718 [==============================] - 1s 949us/step - loss: 0.4285 - accuracy: 0.7967 Epoch 178/500 718/718 [==============================] - 1s 972us/step - loss: 0.4280 - accuracy: 0.7988 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7979 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7987 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7969 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7969 Epoch 183/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7964 Epoch 184/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4280 - accuracy: 0.7997 Epoch 185/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7989 Epoch 186/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7978 Epoch 187/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7965 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7962 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7991 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7988 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7991 Epoch 192/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7977 Epoch 193/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7991 Epoch 194/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7976 Epoch 195/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7988: 0s - loss: Epoch 196/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7994 Epoch 197/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7994 Epoch 198/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7978 Epoch 199/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7979 Epoch 200/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4278 - accuracy: 0.7978 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7973 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7984 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8006 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8003 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7964 Epoch 206/500 718/718 [==============================] - 1s 965us/step - loss: 0.4286 - accuracy: 0.7989 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7997 Epoch 208/500 718/718 [==============================] - 1s 999us/step - loss: 0.4282 - accuracy: 0.7979 Epoch 209/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.8015 Epoch 210/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7978 Epoch 211/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4281 - accuracy: 0.7964 Epoch 212/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.7983 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7967 Epoch 214/500 718/718 [==============================] - 1s 908us/step - loss: 0.4277 - accuracy: 0.7976 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7990: 0s - loss: 0.4 Epoch 216/500 718/718 [==============================] - 1s 929us/step - loss: 0.4278 - accuracy: 0.7990 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7978: 0s - loss: 0.4228 - Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7974 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8000 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7992 Epoch 221/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4273 - accuracy: 0.7986 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7971 Epoch 223/500 718/718 [==============================] - 1s 992us/step - loss: 0.4278 - accuracy: 0.8009 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7970 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7965 Epoch 226/500 718/718 [==============================] - 1s 952us/step - loss: 0.4274 - accuracy: 0.7987 Epoch 227/500 718/718 [==============================] - 1s 897us/step - loss: 0.4279 - accuracy: 0.7978 Epoch 228/500 718/718 [==============================] - 1s 927us/step - loss: 0.4275 - accuracy: 0.7983 Epoch 229/500 718/718 [==============================] - 1s 896us/step - loss: 0.4279 - accuracy: 0.7992 Epoch 230/500 718/718 [==============================] - 1s 891us/step - loss: 0.4272 - accuracy: 0.7977 Epoch 231/500 718/718 [==============================] - 1s 997us/step - loss: 0.4275 - accuracy: 0.7969 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7984 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7970: 0s - loss: 0 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7962 Epoch 235/500 718/718 [==============================] - 1s 968us/step - loss: 0.4275 - accuracy: 0.7968 Epoch 236/500 718/718 [==============================] - 1s 907us/step - loss: 0.4270 - accuracy: 0.7998 Epoch 237/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7962 Epoch 238/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8004: 1s - l Epoch 239/500 718/718 [==============================] - 1s 928us/step - loss: 0.4274 - accuracy: 0.7977 Epoch 240/500 718/718 [==============================] - 1s 955us/step - loss: 0.4279 - accuracy: 0.7973 Epoch 241/500 718/718 [==============================] - 1s 914us/step - loss: 0.4269 - accuracy: 0.7986 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7992 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7994 Epoch 244/500 718/718 [==============================] - 1s 962us/step - loss: 0.4268 - accuracy: 0.7972 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7990 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7980 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7979: 0s - loss: 0.4280 - accuracy Epoch 248/500 718/718 [==============================] - 1s 918us/step - loss: 0.4276 - accuracy: 0.7976 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7982 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7978 Epoch 251/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7977: 0s - loss: 0.4288 - accuracy Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7977 Epoch 253/500 718/718 [==============================] - 1s 941us/step - loss: 0.4269 - accuracy: 0.7979 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7975 Epoch 255/500 718/718 [==============================] - 1s 969us/step - loss: 0.4268 - accuracy: 0.7994 Epoch 256/500 718/718 [==============================] - 1s 913us/step - loss: 0.4281 - accuracy: 0.7981 Epoch 257/500 718/718 [==============================] - 1s 904us/step - loss: 0.4268 - accuracy: 0.7986 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8004 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7980 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7992: 0s - loss: 0.4261 - accura Epoch 261/500 718/718 [==============================] - 1s 914us/step - loss: 0.4269 - accuracy: 0.8010 Epoch 262/500 718/718 [==============================] - 1s 896us/step - loss: 0.4275 - accuracy: 0.7990 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7984 Epoch 264/500 718/718 [==============================] - 1s 943us/step - loss: 0.4277 - accuracy: 0.7983 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7975 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8010 Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7973 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7985 Epoch 269/500 718/718 [==============================] - 1s 936us/step - loss: 0.4270 - accuracy: 0.7978 Epoch 270/500 718/718 [==============================] - 1s 908us/step - loss: 0.4274 - accuracy: 0.7967 Epoch 271/500 718/718 [==============================] - 1s 885us/step - loss: 0.4277 - accuracy: 0.7985 Epoch 272/500 718/718 [==============================] - 1s 892us/step - loss: 0.4270 - accuracy: 0.7973 Epoch 273/500 718/718 [==============================] - 1s 887us/step - loss: 0.4270 - accuracy: 0.79940s - loss: 0.4240 - accuracy: 0. Epoch 274/500 718/718 [==============================] - 1s 872us/step - loss: 0.4272 - accuracy: 0.7976 Epoch 275/500 718/718 [==============================] - 1s 870us/step - loss: 0.4275 - accuracy: 0.7979 Epoch 276/500 718/718 [==============================] - 1s 890us/step - loss: 0.4270 - accuracy: 0.7988 Epoch 277/500 718/718 [==============================] - 1s 875us/step - loss: 0.4270 - accuracy: 0.8000 Epoch 278/500 718/718 [==============================] - 1s 909us/step - loss: 0.4276 - accuracy: 0.7981 Epoch 279/500 718/718 [==============================] - 1s 878us/step - loss: 0.4266 - accuracy: 0.7961 Epoch 280/500 718/718 [==============================] - 1s 889us/step - loss: 0.4268 - accuracy: 0.7998 Epoch 281/500 718/718 [==============================] - 1s 882us/step - loss: 0.4270 - accuracy: 0.7991 Epoch 282/500 718/718 [==============================] - 1s 868us/step - loss: 0.4274 - accuracy: 0.7997 Epoch 283/500 718/718 [==============================] - 1s 870us/step - loss: 0.4272 - accuracy: 0.7973 Epoch 284/500 718/718 [==============================] - 1s 898us/step - loss: 0.4265 - accuracy: 0.7975 Epoch 285/500 718/718 [==============================] - 1s 866us/step - loss: 0.4269 - accuracy: 0.7991 Epoch 286/500 718/718 [==============================] - 1s 884us/step - loss: 0.4265 - accuracy: 0.7969 Epoch 287/500 718/718 [==============================] - 1s 881us/step - loss: 0.4269 - accuracy: 0.7985 Epoch 288/500 718/718 [==============================] - 1s 942us/step - loss: 0.4266 - accuracy: 0.79820s - loss: 0.4276 - accuracy: 0. Epoch 289/500 718/718 [==============================] - 1s 957us/step - loss: 0.4268 - accuracy: 0.8001 Epoch 290/500 718/718 [==============================] - 1s 885us/step - loss: 0.4273 - accuracy: 0.7976 Epoch 291/500 718/718 [==============================] - 1s 873us/step - loss: 0.4262 - accuracy: 0.7979 Epoch 292/500 718/718 [==============================] - 1s 870us/step - loss: 0.4271 - accuracy: 0.7989 Epoch 293/500 718/718 [==============================] - 1s 876us/step - loss: 0.4262 - accuracy: 0.7997 Epoch 294/500 718/718 [==============================] - 1s 871us/step - loss: 0.4277 - accuracy: 0.7968 Epoch 295/500 718/718 [==============================] - 1s 897us/step - loss: 0.4276 - accuracy: 0.7969 Epoch 296/500 718/718 [==============================] - 1s 865us/step - loss: 0.4272 - accuracy: 0.7969 Epoch 297/500 718/718 [==============================] - 1s 887us/step - loss: 0.4266 - accuracy: 0.8006 Epoch 298/500 718/718 [==============================] - 1s 893us/step - loss: 0.4275 - accuracy: 0.7984 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7996 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7986 Epoch 301/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7970 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7990 Epoch 303/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7985 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7997: 0s - loss: 0.4245 - accuracy: 0. Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7984 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7979 Epoch 307/500 718/718 [==============================] - 1s 972us/step - loss: 0.4272 - accuracy: 0.7987 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7984 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7995 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7995 Epoch 311/500 718/718 [==============================] - 1s 908us/step - loss: 0.4272 - accuracy: 0.8000 Epoch 312/500 718/718 [==============================] - 1s 885us/step - loss: 0.4271 - accuracy: 0.7976 Epoch 313/500 718/718 [==============================] - 1s 872us/step - loss: 0.4265 - accuracy: 0.7977 Epoch 314/500 718/718 [==============================] - 1s 893us/step - loss: 0.4270 - accuracy: 0.7988 Epoch 315/500 718/718 [==============================] - 1s 884us/step - loss: 0.4266 - accuracy: 0.7995 Epoch 316/500 718/718 [==============================] - 1s 875us/step - loss: 0.4267 - accuracy: 0.7983 Epoch 317/500 718/718 [==============================] - 1s 921us/step - loss: 0.4263 - accuracy: 0.7989 Epoch 318/500 718/718 [==============================] - 1s 952us/step - loss: 0.4269 - accuracy: 0.7982 Epoch 319/500 718/718 [==============================] - 1s 937us/step - loss: 0.4269 - accuracy: 0.79780s - loss: 0.4296 Epoch 320/500 718/718 [==============================] - 1s 887us/step - loss: 0.4265 - accuracy: 0.7978 Epoch 321/500 718/718 [==============================] - 1s 891us/step - loss: 0.4268 - accuracy: 0.7968 Epoch 322/500 718/718 [==============================] - 1s 879us/step - loss: 0.4260 - accuracy: 0.7972 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7973 Epoch 324/500 718/718 [==============================] - 1s 994us/step - loss: 0.4266 - accuracy: 0.7975 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8000 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7979 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8011 Epoch 328/500 718/718 [==============================] - 1s 889us/step - loss: 0.4267 - accuracy: 0.7972 Epoch 329/500 718/718 [==============================] - 1s 917us/step - loss: 0.4268 - accuracy: 0.7996 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7987 Epoch 331/500 718/718 [==============================] - 1s 939us/step - loss: 0.4269 - accuracy: 0.7979 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7976 Epoch 333/500 718/718 [==============================] - 1s 894us/step - loss: 0.4259 - accuracy: 0.7990 Epoch 334/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.8009 Epoch 335/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4271 - accuracy: 0.8005 Epoch 336/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4270 - accuracy: 0.7978 Epoch 337/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4269 - accuracy: 0.7976 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7973 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7981 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7991 Epoch 341/500 718/718 [==============================] - 1s 920us/step - loss: 0.4276 - accuracy: 0.7983 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7995 Epoch 343/500 718/718 [==============================] - 1s 934us/step - loss: 0.4270 - accuracy: 0.7950 Epoch 344/500 718/718 [==============================] - 1s 898us/step - loss: 0.4265 - accuracy: 0.8003 Epoch 345/500 718/718 [==============================] - 1s 911us/step - loss: 0.4274 - accuracy: 0.7979 Epoch 346/500 718/718 [==============================] - 1s 904us/step - loss: 0.4261 - accuracy: 0.79750s - loss: 0.4272 - accuracy: 0.79 Epoch 347/500 718/718 [==============================] - 1s 903us/step - loss: 0.4270 - accuracy: 0.7965 Epoch 348/500 718/718 [==============================] - 1s 894us/step - loss: 0.4266 - accuracy: 0.7997 Epoch 349/500 718/718 [==============================] - 1s 905us/step - loss: 0.4263 - accuracy: 0.7989 Epoch 350/500 718/718 [==============================] - 1s 929us/step - loss: 0.4262 - accuracy: 0.79780s - loss: 0.4223 - Epoch 351/500 718/718 [==============================] - 1s 890us/step - loss: 0.4270 - accuracy: 0.7974 Epoch 352/500 718/718 [==============================] - 1s 922us/step - loss: 0.4262 - accuracy: 0.7982 Epoch 353/500 718/718 [==============================] - 1s 890us/step - loss: 0.4269 - accuracy: 0.7987 Epoch 354/500 718/718 [==============================] - 1s 877us/step - loss: 0.4269 - accuracy: 0.7986 Epoch 355/500 718/718 [==============================] - 1s 895us/step - loss: 0.4265 - accuracy: 0.7992 Epoch 356/500 718/718 [==============================] - 1s 889us/step - loss: 0.4265 - accuracy: 0.7979 Epoch 357/500 718/718 [==============================] - 1s 894us/step - loss: 0.4268 - accuracy: 0.7967 Epoch 358/500 718/718 [==============================] - 1s 906us/step - loss: 0.4272 - accuracy: 0.7973 Epoch 359/500 718/718 [==============================] - 1s 895us/step - loss: 0.4268 - accuracy: 0.7990 Epoch 360/500 718/718 [==============================] - 1s 921us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 361/500 718/718 [==============================] - 1s 900us/step - loss: 0.4275 - accuracy: 0.8003 Epoch 362/500 718/718 [==============================] - 1s 880us/step - loss: 0.4269 - accuracy: 0.7969 Epoch 363/500 718/718 [==============================] - 1s 894us/step - loss: 0.4267 - accuracy: 0.8002 Epoch 364/500 718/718 [==============================] - 1s 893us/step - loss: 0.4263 - accuracy: 0.7977 Epoch 365/500 718/718 [==============================] - 1s 885us/step - loss: 0.4262 - accuracy: 0.7983 Epoch 366/500 718/718 [==============================] - 1s 892us/step - loss: 0.4264 - accuracy: 0.8001 Epoch 367/500 718/718 [==============================] - 1s 902us/step - loss: 0.4271 - accuracy: 0.7973 Epoch 368/500 718/718 [==============================] - 1s 876us/step - loss: 0.4271 - accuracy: 0.7977 Epoch 369/500 718/718 [==============================] - 1s 902us/step - loss: 0.4264 - accuracy: 0.79760s - loss: 0.4273 - ac Epoch 370/500 718/718 [==============================] - 1s 883us/step - loss: 0.4270 - accuracy: 0.7990 Epoch 371/500 718/718 [==============================] - 1s 918us/step - loss: 0.4268 - accuracy: 0.7973 Epoch 372/500 718/718 [==============================] - 1s 899us/step - loss: 0.4270 - accuracy: 0.7978 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7990 Epoch 374/500 718/718 [==============================] - 1s 976us/step - loss: 0.4267 - accuracy: 0.7990 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7993 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7990 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7973 Epoch 378/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.7994: 0s - loss: 0.4 Epoch 379/500 718/718 [==============================] - 1s 954us/step - loss: 0.4264 - accuracy: 0.7990 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7985 Epoch 381/500 718/718 [==============================] - 1s 928us/step - loss: 0.4265 - accuracy: 0.7984 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7987 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7992 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7981 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7971: 0s - loss: 0.4271 - accuracy Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8003 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7988: 0s - loss: 0.4267 - accuracy: 0. Epoch 388/500 718/718 [==============================] - 1s 971us/step - loss: 0.4264 - accuracy: 0.7990 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7991 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7978 Epoch 391/500 718/718 [==============================] - 1s 957us/step - loss: 0.4264 - accuracy: 0.7977 Epoch 392/500 718/718 [==============================] - 1s 966us/step - loss: 0.4263 - accuracy: 0.7994 Epoch 393/500 718/718 [==============================] - 1s 892us/step - loss: 0.4268 - accuracy: 0.8001 Epoch 394/500 718/718 [==============================] - 1s 937us/step - loss: 0.4270 - accuracy: 0.8002 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7988 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7992 Epoch 397/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7998 Epoch 398/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4257 - accuracy: 0.8010 Epoch 399/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4270 - accuracy: 0.8010 Epoch 400/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4266 - accuracy: 0.7977 Epoch 401/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7970 Epoch 402/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7981 Epoch 403/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.7964: 0s - loss: 0.4257 - accuracy: Epoch 404/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4270 - accuracy: 0.8017 Epoch 405/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4269 - accuracy: 0.7979: 0s - loss: 0.4318 - accu Epoch 406/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.7983 Epoch 407/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7988 Epoch 408/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4268 - accuracy: 0.7970 Epoch 409/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.7979 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8010 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7997 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7973: 0s - loss: 0.4256 - accuracy: 0. Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7963 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7989 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7997 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7982 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.7994 Epoch 418/500 718/718 [==============================] - 1s 949us/step - loss: 0.4261 - accuracy: 0.7975 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7998 Epoch 420/500 718/718 [==============================] - 1s 967us/step - loss: 0.4267 - accuracy: 0.7990 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7996 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7980 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8011 Epoch 424/500 718/718 [==============================] - 1s 940us/step - loss: 0.4267 - accuracy: 0.7988 Epoch 425/500 718/718 [==============================] - 1s 914us/step - loss: 0.4264 - accuracy: 0.8009 Epoch 426/500 718/718 [==============================] - 1s 912us/step - loss: 0.4266 - accuracy: 0.8008 Epoch 427/500 718/718 [==============================] - 1s 900us/step - loss: 0.4262 - accuracy: 0.7979 Epoch 428/500 718/718 [==============================] - 1s 898us/step - loss: 0.4267 - accuracy: 0.7972 Epoch 429/500 718/718 [==============================] - 1s 906us/step - loss: 0.4267 - accuracy: 0.8025 Epoch 430/500 718/718 [==============================] - 1s 940us/step - loss: 0.4263 - accuracy: 0.8004 Epoch 431/500 718/718 [==============================] - 1s 969us/step - loss: 0.4263 - accuracy: 0.7993 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8003 Epoch 433/500 718/718 [==============================] - 1s 961us/step - loss: 0.4263 - accuracy: 0.7996 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7996 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7993 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7975 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7993 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7984 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7998 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8001 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.8013 Epoch 442/500 718/718 [==============================] - 1s 921us/step - loss: 0.4270 - accuracy: 0.7995 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7999 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7969 Epoch 445/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4266 - accuracy: 0.7990 Epoch 446/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4263 - accuracy: 0.7999 Epoch 447/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4270 - accuracy: 0.7979 Epoch 448/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4264 - accuracy: 0.8003 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8011 Epoch 450/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.7999 Epoch 451/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7996 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8005 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.8009 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7979 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7990 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8000 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8000 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7969 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7995 Epoch 460/500 718/718 [==============================] - 1s 994us/step - loss: 0.4267 - accuracy: 0.79760s - loss: 0.4230 - accura Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7981 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7982: 0s - loss: 0.4244 - Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7994 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.7988 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8001 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7990 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7993 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8003 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7979 Epoch 470/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4264 - accuracy: 0.7981 Epoch 471/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4262 - accuracy: 0.7975 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7997 Epoch 473/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4258 - accuracy: 0.7988 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7993 Epoch 475/500 718/718 [==============================] - 1s 940us/step - loss: 0.4262 - accuracy: 0.8000 Epoch 476/500 718/718 [==============================] - 1s 983us/step - loss: 0.4264 - accuracy: 0.7993 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7996 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7981: 0s - loss: 0 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7984: 0s - loss: 0 Epoch 480/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4262 - accuracy: 0.7966 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7982 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.8004 Epoch 483/500 718/718 [==============================] - 1s 971us/step - loss: 0.4267 - accuracy: 0.7976 Epoch 484/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7984 Epoch 485/500 718/718 [==============================] - 1s 996us/step - loss: 0.4265 - accuracy: 0.8018 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.8002 Epoch 487/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4261 - accuracy: 0.7982: 0s - loss: 0.4 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7975 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7998 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7974 Epoch 491/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8003 Epoch 492/500 718/718 [==============================] - 1s 955us/step - loss: 0.4260 - accuracy: 0.8008 Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7980 Epoch 494/500 718/718 [==============================] - 1s 885us/step - loss: 0.4260 - accuracy: 0.8010 Epoch 495/500 718/718 [==============================] - 1s 879us/step - loss: 0.4269 - accuracy: 0.7982 Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8006 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7997 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.7997 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7990 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7992 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6268 - accuracy: 0.6493 Epoch 2/500 718/718 [==============================] - 1s 998us/step - loss: 0.5506 - accuracy: 0.7330 Epoch 3/500 718/718 [==============================] - 1s 997us/step - loss: 0.5206 - accuracy: 0.7488 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4928 - accuracy: 0.7631 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4782 - accuracy: 0.7671 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4707 - accuracy: 0.7711 Epoch 7/500 718/718 [==============================] - 1s 903us/step - loss: 0.4662 - accuracy: 0.7736 Epoch 8/500 718/718 [==============================] - 1s 882us/step - loss: 0.4634 - accuracy: 0.7706 Epoch 9/500 718/718 [==============================] - 1s 904us/step - loss: 0.4607 - accuracy: 0.7755 Epoch 10/500 718/718 [==============================] - 1s 882us/step - loss: 0.4584 - accuracy: 0.7770 Epoch 11/500 718/718 [==============================] - 1s 888us/step - loss: 0.4562 - accuracy: 0.7771 Epoch 12/500 718/718 [==============================] - 1s 885us/step - loss: 0.4545 - accuracy: 0.7803 Epoch 13/500 718/718 [==============================] - 1s 860us/step - loss: 0.4537 - accuracy: 0.7825 Epoch 14/500 718/718 [==============================] - 1s 887us/step - loss: 0.4534 - accuracy: 0.7790 Epoch 15/500 718/718 [==============================] - 1s 875us/step - loss: 0.4525 - accuracy: 0.7827 Epoch 16/500 718/718 [==============================] - 1s 877us/step - loss: 0.4522 - accuracy: 0.77830s - loss: 0.4451 - ac Epoch 17/500 718/718 [==============================] - 1s 862us/step - loss: 0.4518 - accuracy: 0.7834 Epoch 18/500 718/718 [==============================] - 1s 883us/step - loss: 0.4519 - accuracy: 0.7824 Epoch 19/500 718/718 [==============================] - 1s 866us/step - loss: 0.4513 - accuracy: 0.7799 Epoch 20/500 718/718 [==============================] - 1s 888us/step - loss: 0.4514 - accuracy: 0.7803 Epoch 21/500 718/718 [==============================] - 1s 859us/step - loss: 0.4511 - accuracy: 0.7834 Epoch 22/500 718/718 [==============================] - 1s 877us/step - loss: 0.4508 - accuracy: 0.7808 Epoch 23/500 718/718 [==============================] - 1s 864us/step - loss: 0.4507 - accuracy: 0.7783 Epoch 24/500 718/718 [==============================] - 1s 870us/step - loss: 0.4508 - accuracy: 0.7811 Epoch 25/500 718/718 [==============================] - 1s 886us/step - loss: 0.4510 - accuracy: 0.7818 Epoch 26/500 718/718 [==============================] - 1s 870us/step - loss: 0.4501 - accuracy: 0.7841 Epoch 27/500 718/718 [==============================] - 1s 875us/step - loss: 0.4507 - accuracy: 0.7803 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7831: 0s - loss: 0 Epoch 29/500 718/718 [==============================] - 1s 968us/step - loss: 0.4500 - accuracy: 0.7832 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7830 Epoch 31/500 718/718 [==============================] - 1s 984us/step - loss: 0.4497 - accuracy: 0.7815 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7807 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7841 Epoch 34/500 718/718 [==============================] - 1s 988us/step - loss: 0.4494 - accuracy: 0.7838 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7827 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7805 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7821 Epoch 38/500 718/718 [==============================] - 1s 901us/step - loss: 0.4491 - accuracy: 0.7840 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7807 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7842 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7832 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7827: 0s - loss: 0.4473 - accura Epoch 43/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7842 Epoch 44/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7857: 0s - loss: 0.4 Epoch 45/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4485 - accuracy: 0.7843 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7844: 0s - loss: 0.4431 Epoch 47/500 718/718 [==============================] - 1s 936us/step - loss: 0.4481 - accuracy: 0.7857 Epoch 48/500 718/718 [==============================] - 1s 902us/step - loss: 0.4485 - accuracy: 0.7842 Epoch 49/500 718/718 [==============================] - 1s 872us/step - loss: 0.4485 - accuracy: 0.7840 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7834 Epoch 51/500 718/718 [==============================] - 1s 947us/step - loss: 0.4483 - accuracy: 0.7827 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7859 Epoch 53/500 718/718 [==============================] - 1s 887us/step - loss: 0.4477 - accuracy: 0.7856 Epoch 54/500 718/718 [==============================] - 1s 889us/step - loss: 0.4471 - accuracy: 0.7855 Epoch 55/500 718/718 [==============================] - 1s 905us/step - loss: 0.4467 - accuracy: 0.7875 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7862 Epoch 57/500 718/718 [==============================] - 1s 928us/step - loss: 0.4468 - accuracy: 0.7864 Epoch 58/500 718/718 [==============================] - 1s 894us/step - loss: 0.4468 - accuracy: 0.7838 Epoch 59/500 718/718 [==============================] - 1s 905us/step - loss: 0.4467 - accuracy: 0.7858 Epoch 60/500 718/718 [==============================] - 1s 877us/step - loss: 0.4464 - accuracy: 0.7864 Epoch 61/500 718/718 [==============================] - 1s 875us/step - loss: 0.4457 - accuracy: 0.7876 Epoch 62/500 718/718 [==============================] - 1s 888us/step - loss: 0.4459 - accuracy: 0.7878 Epoch 63/500 718/718 [==============================] - 1s 894us/step - loss: 0.4453 - accuracy: 0.7858 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7877 Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7897 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7895 Epoch 67/500 718/718 [==============================] - 1s 938us/step - loss: 0.4451 - accuracy: 0.7897 Epoch 68/500 718/718 [==============================] - 1s 893us/step - loss: 0.4448 - accuracy: 0.7884 Epoch 69/500 718/718 [==============================] - 1s 929us/step - loss: 0.4448 - accuracy: 0.7881 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7923 Epoch 71/500 718/718 [==============================] - 1s 932us/step - loss: 0.4446 - accuracy: 0.7888 Epoch 72/500 718/718 [==============================] - 1s 897us/step - loss: 0.4441 - accuracy: 0.7899 Epoch 73/500 718/718 [==============================] - 1s 927us/step - loss: 0.4447 - accuracy: 0.7897 Epoch 74/500 718/718 [==============================] - 1s 981us/step - loss: 0.4431 - accuracy: 0.7912 Epoch 75/500 718/718 [==============================] - 1s 875us/step - loss: 0.4438 - accuracy: 0.7902 Epoch 76/500 718/718 [==============================] - 1s 880us/step - loss: 0.4437 - accuracy: 0.7915 Epoch 77/500 718/718 [==============================] - 1s 882us/step - loss: 0.4428 - accuracy: 0.7896 Epoch 78/500 718/718 [==============================] - 1s 876us/step - loss: 0.4433 - accuracy: 0.7922 Epoch 79/500 718/718 [==============================] - 1s 873us/step - loss: 0.4435 - accuracy: 0.7892 Epoch 80/500 718/718 [==============================] - 1s 885us/step - loss: 0.4434 - accuracy: 0.7920 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7915 Epoch 82/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4436 - accuracy: 0.7894 Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7907 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4433 - accuracy: 0.7902 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7906 Epoch 86/500 718/718 [==============================] - 1s 918us/step - loss: 0.4433 - accuracy: 0.7901 Epoch 87/500 718/718 [==============================] - 1s 875us/step - loss: 0.4430 - accuracy: 0.7912 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7904 Epoch 89/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4432 - accuracy: 0.7901 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7910 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7922 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7900 Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7929 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7915 Epoch 95/500 718/718 [==============================] - 1s 991us/step - loss: 0.4424 - accuracy: 0.7916 Epoch 96/500 718/718 [==============================] - 1s 943us/step - loss: 0.4425 - accuracy: 0.7915 Epoch 97/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4421 - accuracy: 0.7902 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7907 Epoch 99/500 718/718 [==============================] - 1s 930us/step - loss: 0.4422 - accuracy: 0.7904 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7908 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4418 - accuracy: 0.7908 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7917 Epoch 103/500 718/718 [==============================] - 1s 948us/step - loss: 0.4416 - accuracy: 0.7915 Epoch 104/500 718/718 [==============================] - 1s 882us/step - loss: 0.4420 - accuracy: 0.7915 Epoch 105/500 718/718 [==============================] - 1s 907us/step - loss: 0.4416 - accuracy: 0.7920 Epoch 106/500 718/718 [==============================] - 1s 868us/step - loss: 0.4416 - accuracy: 0.7922 Epoch 107/500 718/718 [==============================] - 1s 963us/step - loss: 0.4416 - accuracy: 0.7916 Epoch 108/500 718/718 [==============================] - 1s 886us/step - loss: 0.4413 - accuracy: 0.7936 Epoch 109/500 718/718 [==============================] - 1s 875us/step - loss: 0.4414 - accuracy: 0.7962 Epoch 110/500 718/718 [==============================] - 1s 893us/step - loss: 0.4409 - accuracy: 0.7925 Epoch 111/500 718/718 [==============================] - 1s 889us/step - loss: 0.4411 - accuracy: 0.7924 Epoch 112/500 718/718 [==============================] - 1s 891us/step - loss: 0.4411 - accuracy: 0.7893 Epoch 113/500 718/718 [==============================] - 1s 865us/step - loss: 0.4406 - accuracy: 0.79150s - loss: 0.4449 - Epoch 114/500 718/718 [==============================] - 1s 878us/step - loss: 0.4409 - accuracy: 0.7937 Epoch 115/500 718/718 [==============================] - 1s 868us/step - loss: 0.4408 - accuracy: 0.7911 Epoch 116/500 718/718 [==============================] - 1s 898us/step - loss: 0.4408 - accuracy: 0.7938 Epoch 117/500 718/718 [==============================] - 1s 878us/step - loss: 0.4411 - accuracy: 0.7914 Epoch 118/500 718/718 [==============================] - 1s 888us/step - loss: 0.4404 - accuracy: 0.7901 Epoch 119/500 718/718 [==============================] - 1s 875us/step - loss: 0.4407 - accuracy: 0.7926 Epoch 120/500 718/718 [==============================] - 1s 873us/step - loss: 0.4404 - accuracy: 0.7913 Epoch 121/500 718/718 [==============================] - 1s 875us/step - loss: 0.4408 - accuracy: 0.7916 Epoch 122/500 718/718 [==============================] - 1s 890us/step - loss: 0.4409 - accuracy: 0.7906 Epoch 123/500 718/718 [==============================] - 1s 866us/step - loss: 0.4408 - accuracy: 0.7928 Epoch 124/500 718/718 [==============================] - 1s 875us/step - loss: 0.4407 - accuracy: 0.7917 Epoch 125/500 718/718 [==============================] - 1s 876us/step - loss: 0.4407 - accuracy: 0.7915 Epoch 126/500 718/718 [==============================] - 1s 907us/step - loss: 0.4408 - accuracy: 0.7915 Epoch 127/500 718/718 [==============================] - 1s 916us/step - loss: 0.4405 - accuracy: 0.7912 Epoch 128/500 718/718 [==============================] - 1s 871us/step - loss: 0.4404 - accuracy: 0.7912 Epoch 129/500 718/718 [==============================] - 1s 900us/step - loss: 0.4402 - accuracy: 0.7921 Epoch 130/500 718/718 [==============================] - 1s 868us/step - loss: 0.4401 - accuracy: 0.7929 Epoch 131/500 718/718 [==============================] - 1s 871us/step - loss: 0.4403 - accuracy: 0.7929 Epoch 132/500 718/718 [==============================] - 1s 873us/step - loss: 0.4400 - accuracy: 0.7908 Epoch 133/500 718/718 [==============================] - 1s 897us/step - loss: 0.4403 - accuracy: 0.7906 Epoch 134/500 718/718 [==============================] - 1s 872us/step - loss: 0.4407 - accuracy: 0.7897 Epoch 135/500 718/718 [==============================] - 1s 913us/step - loss: 0.4406 - accuracy: 0.7942 Epoch 136/500 718/718 [==============================] - 1s 899us/step - loss: 0.4397 - accuracy: 0.7923 Epoch 137/500 718/718 [==============================] - 1s 881us/step - loss: 0.4403 - accuracy: 0.7928 Epoch 138/500 718/718 [==============================] - 1s 880us/step - loss: 0.4406 - accuracy: 0.7915 Epoch 139/500 718/718 [==============================] - 1s 865us/step - loss: 0.4402 - accuracy: 0.7918 Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7938 Epoch 141/500 718/718 [==============================] - 1s 931us/step - loss: 0.4403 - accuracy: 0.7923 Epoch 142/500 718/718 [==============================] - 1s 877us/step - loss: 0.4400 - accuracy: 0.7930 Epoch 143/500 718/718 [==============================] - 1s 883us/step - loss: 0.4398 - accuracy: 0.7917 Epoch 144/500 718/718 [==============================] - 1s 897us/step - loss: 0.4398 - accuracy: 0.7936 Epoch 145/500 718/718 [==============================] - 1s 876us/step - loss: 0.4401 - accuracy: 0.7923 Epoch 146/500 718/718 [==============================] - 1s 875us/step - loss: 0.4402 - accuracy: 0.7915 Epoch 147/500 718/718 [==============================] - 1s 904us/step - loss: 0.4399 - accuracy: 0.7902 Epoch 148/500 718/718 [==============================] - 1s 872us/step - loss: 0.4397 - accuracy: 0.7922 Epoch 149/500 718/718 [==============================] - 1s 874us/step - loss: 0.4400 - accuracy: 0.7915 Epoch 150/500 718/718 [==============================] - 1s 900us/step - loss: 0.4400 - accuracy: 0.7910 Epoch 151/500 718/718 [==============================] - 1s 879us/step - loss: 0.4401 - accuracy: 0.7932 Epoch 152/500 718/718 [==============================] - 1s 932us/step - loss: 0.4398 - accuracy: 0.7923 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7934 Epoch 154/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4400 - accuracy: 0.7929 Epoch 155/500 718/718 [==============================] - 1s 919us/step - loss: 0.4400 - accuracy: 0.7936 Epoch 156/500 718/718 [==============================] - 1s 911us/step - loss: 0.4391 - accuracy: 0.7921 Epoch 157/500 718/718 [==============================] - 1s 938us/step - loss: 0.4392 - accuracy: 0.7924 Epoch 158/500 718/718 [==============================] - 1s 878us/step - loss: 0.4398 - accuracy: 0.7925 Epoch 159/500 718/718 [==============================] - 1s 884us/step - loss: 0.4397 - accuracy: 0.7925 Epoch 160/500 718/718 [==============================] - 1s 883us/step - loss: 0.4396 - accuracy: 0.7930 Epoch 161/500 718/718 [==============================] - 1s 935us/step - loss: 0.4398 - accuracy: 0.7929 Epoch 162/500 718/718 [==============================] - 1s 879us/step - loss: 0.4396 - accuracy: 0.7916 Epoch 163/500 718/718 [==============================] - 1s 873us/step - loss: 0.4391 - accuracy: 0.7929 Epoch 164/500 718/718 [==============================] - 1s 909us/step - loss: 0.4393 - accuracy: 0.7915 Epoch 165/500 718/718 [==============================] - 1s 879us/step - loss: 0.4393 - accuracy: 0.7925 Epoch 166/500 718/718 [==============================] - 1s 871us/step - loss: 0.4391 - accuracy: 0.7929 Epoch 167/500 718/718 [==============================] - 1s 897us/step - loss: 0.4392 - accuracy: 0.7912 Epoch 168/500 718/718 [==============================] - 1s 877us/step - loss: 0.4394 - accuracy: 0.7916 Epoch 169/500 718/718 [==============================] - 1s 896us/step - loss: 0.4393 - accuracy: 0.7912 Epoch 170/500 718/718 [==============================] - 1s 982us/step - loss: 0.4395 - accuracy: 0.7913 Epoch 171/500 718/718 [==============================] - 1s 964us/step - loss: 0.4398 - accuracy: 0.7927 Epoch 172/500 718/718 [==============================] - 1s 861us/step - loss: 0.4396 - accuracy: 0.7929 Epoch 173/500 718/718 [==============================] - 1s 898us/step - loss: 0.4390 - accuracy: 0.7923 Epoch 174/500 718/718 [==============================] - 1s 874us/step - loss: 0.4392 - accuracy: 0.7908 Epoch 175/500 718/718 [==============================] - 1s 874us/step - loss: 0.4395 - accuracy: 0.7927 Epoch 176/500 718/718 [==============================] - 1s 919us/step - loss: 0.4395 - accuracy: 0.7936 Epoch 177/500 718/718 [==============================] - 1s 864us/step - loss: 0.4392 - accuracy: 0.7916 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7934 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4391 - accuracy: 0.7910 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7906: 0s - loss: 0.4363 - accura Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7922 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7923 Epoch 183/500 718/718 [==============================] - 1s 974us/step - loss: 0.4391 - accuracy: 0.7926 Epoch 184/500 718/718 [==============================] - 1s 939us/step - loss: 0.4391 - accuracy: 0.7928 Epoch 185/500 718/718 [==============================] - 1s 924us/step - loss: 0.4382 - accuracy: 0.79290s - loss: 0.4385 - accuracy: 0.79 Epoch 186/500 718/718 [==============================] - 1s 925us/step - loss: 0.4389 - accuracy: 0.7918 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7948 Epoch 188/500 718/718 [==============================] - 1s 938us/step - loss: 0.4386 - accuracy: 0.7932 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7921 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7920 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7932 Epoch 192/500 718/718 [==============================] - 1s 973us/step - loss: 0.4390 - accuracy: 0.7926 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7925 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7930 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7946: 0s - loss: 0.4378 - accuracy: 0.79 Epoch 196/500 718/718 [==============================] - 1s 966us/step - loss: 0.4380 - accuracy: 0.7958 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7918 Epoch 198/500 718/718 [==============================] - 1s 941us/step - loss: 0.4380 - accuracy: 0.7946 Epoch 199/500 718/718 [==============================] - 1s 950us/step - loss: 0.4380 - accuracy: 0.79290s - loss: 0.4323 - accura Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7946 Epoch 201/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4386 - accuracy: 0.7937 Epoch 202/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4382 - accuracy: 0.7917 Epoch 203/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4379 - accuracy: 0.7932 Epoch 204/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4382 - accuracy: 0.7934 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7922 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7948 Epoch 207/500 718/718 [==============================] - 1s 941us/step - loss: 0.4381 - accuracy: 0.7949 Epoch 208/500 718/718 [==============================] - 1s 907us/step - loss: 0.4375 - accuracy: 0.7944 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7943 Epoch 210/500 718/718 [==============================] - 1s 889us/step - loss: 0.4380 - accuracy: 0.7926 Epoch 211/500 718/718 [==============================] - 1s 901us/step - loss: 0.4375 - accuracy: 0.7931 Epoch 212/500 718/718 [==============================] - 1s 959us/step - loss: 0.4373 - accuracy: 0.7943 Epoch 213/500 718/718 [==============================] - 1s 865us/step - loss: 0.4379 - accuracy: 0.7946 Epoch 214/500 718/718 [==============================] - 1s 893us/step - loss: 0.4376 - accuracy: 0.7919 Epoch 215/500 718/718 [==============================] - 1s 885us/step - loss: 0.4377 - accuracy: 0.7929 Epoch 216/500 718/718 [==============================] - 1s 930us/step - loss: 0.4365 - accuracy: 0.7964 Epoch 217/500 718/718 [==============================] - 1s 886us/step - loss: 0.4376 - accuracy: 0.7925 Epoch 218/500 718/718 [==============================] - 1s 903us/step - loss: 0.4369 - accuracy: 0.7943 Epoch 219/500 718/718 [==============================] - 1s 891us/step - loss: 0.4379 - accuracy: 0.7919 Epoch 220/500 718/718 [==============================] - 1s 935us/step - loss: 0.4377 - accuracy: 0.7935 Epoch 221/500 718/718 [==============================] - 1s 880us/step - loss: 0.4378 - accuracy: 0.7943 Epoch 222/500 718/718 [==============================] - 1s 881us/step - loss: 0.4376 - accuracy: 0.7956 Epoch 223/500 718/718 [==============================] - 1s 884us/step - loss: 0.4380 - accuracy: 0.7922 Epoch 224/500 718/718 [==============================] - 1s 893us/step - loss: 0.4375 - accuracy: 0.7931 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7919 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7919 Epoch 227/500 718/718 [==============================] - 1s 939us/step - loss: 0.4369 - accuracy: 0.7916 Epoch 228/500 718/718 [==============================] - 1s 921us/step - loss: 0.4375 - accuracy: 0.7935 Epoch 229/500 718/718 [==============================] - 1s 893us/step - loss: 0.4372 - accuracy: 0.7920 Epoch 230/500 718/718 [==============================] - 1s 904us/step - loss: 0.4372 - accuracy: 0.7940 Epoch 231/500 718/718 [==============================] - 1s 894us/step - loss: 0.4370 - accuracy: 0.7945 Epoch 232/500 718/718 [==============================] - 1s 903us/step - loss: 0.4374 - accuracy: 0.7936 Epoch 233/500 718/718 [==============================] - 1s 903us/step - loss: 0.4374 - accuracy: 0.7935 Epoch 234/500 718/718 [==============================] - 1s 898us/step - loss: 0.4367 - accuracy: 0.79610s - loss: 0.4352 - accuracy: 0. Epoch 235/500 718/718 [==============================] - 1s 911us/step - loss: 0.4370 - accuracy: 0.7922 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7947 Epoch 237/500 718/718 [==============================] - 1s 888us/step - loss: 0.4369 - accuracy: 0.7924 Epoch 238/500 718/718 [==============================] - 1s 957us/step - loss: 0.4372 - accuracy: 0.7934 Epoch 239/500 718/718 [==============================] - 1s 970us/step - loss: 0.4369 - accuracy: 0.79420s - loss: 0.4378 - accuracy Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7950: 0s - loss: 0.4420 - accuracy Epoch 241/500 718/718 [==============================] - 1s 937us/step - loss: 0.4374 - accuracy: 0.7945 Epoch 242/500 718/718 [==============================] - 1s 895us/step - loss: 0.4374 - accuracy: 0.7932 Epoch 243/500 718/718 [==============================] - 1s 895us/step - loss: 0.4369 - accuracy: 0.7929 Epoch 244/500 718/718 [==============================] - 1s 887us/step - loss: 0.4366 - accuracy: 0.79540s - loss: 0.4333 - accura Epoch 245/500 718/718 [==============================] - 1s 882us/step - loss: 0.4372 - accuracy: 0.7929 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7963 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7942 Epoch 248/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4369 - accuracy: 0.7922: 0s - los Epoch 249/500 718/718 [==============================] - 1s 918us/step - loss: 0.4371 - accuracy: 0.7932 Epoch 250/500 718/718 [==============================] - 1s 890us/step - loss: 0.4364 - accuracy: 0.7958 Epoch 251/500 718/718 [==============================] - 1s 895us/step - loss: 0.4371 - accuracy: 0.7915 Epoch 252/500 718/718 [==============================] - 1s 896us/step - loss: 0.4366 - accuracy: 0.7963 Epoch 253/500 718/718 [==============================] - 1s 899us/step - loss: 0.4360 - accuracy: 0.79390s - loss: 0.4281 Epoch 254/500 718/718 [==============================] - 1s 884us/step - loss: 0.4368 - accuracy: 0.7913 Epoch 255/500 718/718 [==============================] - 1s 884us/step - loss: 0.4374 - accuracy: 0.7932 Epoch 256/500 718/718 [==============================] - 1s 902us/step - loss: 0.4369 - accuracy: 0.7942 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7941 Epoch 258/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4371 - accuracy: 0.7955 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7959 Epoch 260/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4365 - accuracy: 0.7942 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7959 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7939 Epoch 263/500 718/718 [==============================] - 1s 890us/step - loss: 0.4370 - accuracy: 0.7943 Epoch 264/500 718/718 [==============================] - 1s 885us/step - loss: 0.4367 - accuracy: 0.7942 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7942 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7930: 0s - loss: 0.4399 - Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7959 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7942: 0s - Epoch 269/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4366 - accuracy: 0.7947 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7954: 0s - loss: 0.4374 - accuracy: 0. Epoch 271/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7942 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7943 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7952: 0s - loss: 0.4379 - Epoch 274/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4371 - accuracy: 0.7961 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7948 Epoch 276/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4368 - accuracy: 0.7956 Epoch 277/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4365 - accuracy: 0.7928: 0s - loss: 0.4356 - accuracy: 0. Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7940 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7944: 0s Epoch 280/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7936: 0s - loss: 0.4354 - accuracy - ETA: 0s - loss: 0.437 Epoch 281/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4361 - accuracy: 0.7950: 0s - loss: Epoch 282/500 718/718 [==============================] - 1s 927us/step - loss: 0.4366 - accuracy: 0.7963 Epoch 283/500 718/718 [==============================] - 1s 890us/step - loss: 0.4365 - accuracy: 0.7944 Epoch 284/500 718/718 [==============================] - 1s 888us/step - loss: 0.4369 - accuracy: 0.7939 Epoch 285/500 718/718 [==============================] - 1s 896us/step - loss: 0.4365 - accuracy: 0.7959 Epoch 286/500 718/718 [==============================] - 1s 910us/step - loss: 0.4368 - accuracy: 0.7942 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4369 - accuracy: 0.7958 Epoch 288/500 718/718 [==============================] - 1s 989us/step - loss: 0.4366 - accuracy: 0.7956 Epoch 289/500 718/718 [==============================] - 1s 935us/step - loss: 0.4371 - accuracy: 0.7938 Epoch 290/500 718/718 [==============================] - 1s 941us/step - loss: 0.4365 - accuracy: 0.7940 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7952: 0s - loss: 0.4383 - ac Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7944 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7941 Epoch 294/500 718/718 [==============================] - 1s 962us/step - loss: 0.4366 - accuracy: 0.7951 Epoch 295/500 718/718 [==============================] - 1s 881us/step - loss: 0.4362 - accuracy: 0.7938 Epoch 296/500 718/718 [==============================] - 1s 903us/step - loss: 0.4367 - accuracy: 0.7959 Epoch 297/500 718/718 [==============================] - 1s 888us/step - loss: 0.4365 - accuracy: 0.7950 Epoch 298/500 718/718 [==============================] - 1s 872us/step - loss: 0.4363 - accuracy: 0.7946 Epoch 299/500 718/718 [==============================] - 1s 881us/step - loss: 0.4366 - accuracy: 0.7955 Epoch 300/500 718/718 [==============================] - 1s 888us/step - loss: 0.4362 - accuracy: 0.7930 Epoch 301/500 718/718 [==============================] - 1s 876us/step - loss: 0.4369 - accuracy: 0.7945 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7954 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7964 Epoch 304/500 718/718 [==============================] - 1s 964us/step - loss: 0.4359 - accuracy: 0.7939 Epoch 305/500 718/718 [==============================] - 1s 874us/step - loss: 0.4361 - accuracy: 0.7936 Epoch 306/500 718/718 [==============================] - 1s 875us/step - loss: 0.4362 - accuracy: 0.7951 Epoch 307/500 718/718 [==============================] - 1s 896us/step - loss: 0.4361 - accuracy: 0.79540s - loss: 0.4366 - accu Epoch 308/500 718/718 [==============================] - 1s 864us/step - loss: 0.4361 - accuracy: 0.7951 Epoch 309/500 718/718 [==============================] - 1s 883us/step - loss: 0.4365 - accuracy: 0.7960 Epoch 310/500 718/718 [==============================] - 1s 896us/step - loss: 0.4358 - accuracy: 0.7956 Epoch 311/500 718/718 [==============================] - 1s 875us/step - loss: 0.4361 - accuracy: 0.7921 Epoch 312/500 718/718 [==============================] - 1s 881us/step - loss: 0.4363 - accuracy: 0.7939 Epoch 313/500 718/718 [==============================] - 1s 874us/step - loss: 0.4365 - accuracy: 0.7950 Epoch 314/500 718/718 [==============================] - 1s 884us/step - loss: 0.4364 - accuracy: 0.7943 Epoch 315/500 718/718 [==============================] - 1s 886us/step - loss: 0.4361 - accuracy: 0.7935 Epoch 316/500 718/718 [==============================] - 1s 902us/step - loss: 0.4363 - accuracy: 0.7935 Epoch 317/500 718/718 [==============================] - 1s 888us/step - loss: 0.4366 - accuracy: 0.7961 Epoch 318/500 718/718 [==============================] - 1s 893us/step - loss: 0.4365 - accuracy: 0.7936 Epoch 319/500 718/718 [==============================] - 1s 867us/step - loss: 0.4364 - accuracy: 0.7956 Epoch 320/500 718/718 [==============================] - 1s 876us/step - loss: 0.4362 - accuracy: 0.7931 Epoch 321/500 718/718 [==============================] - 1s 861us/step - loss: 0.4353 - accuracy: 0.7956 Epoch 322/500 718/718 [==============================] - 1s 888us/step - loss: 0.4369 - accuracy: 0.7917 Epoch 323/500 718/718 [==============================] - 1s 915us/step - loss: 0.4361 - accuracy: 0.7934 Epoch 324/500 718/718 [==============================] - 1s 882us/step - loss: 0.4353 - accuracy: 0.7937 Epoch 325/500 718/718 [==============================] - 1s 861us/step - loss: 0.4363 - accuracy: 0.7929 Epoch 326/500 718/718 [==============================] - 1s 903us/step - loss: 0.4363 - accuracy: 0.7931 Epoch 327/500 718/718 [==============================] - 1s 879us/step - loss: 0.4363 - accuracy: 0.7939 Epoch 328/500 718/718 [==============================] - 1s 887us/step - loss: 0.4358 - accuracy: 0.79430s - loss: 0.4332 - accu Epoch 329/500 718/718 [==============================] - 1s 871us/step - loss: 0.4362 - accuracy: 0.7950 Epoch 330/500 718/718 [==============================] - 1s 865us/step - loss: 0.4359 - accuracy: 0.7962 Epoch 331/500 718/718 [==============================] - 1s 885us/step - loss: 0.4363 - accuracy: 0.7945 Epoch 332/500 718/718 [==============================] - 1s 872us/step - loss: 0.4357 - accuracy: 0.7929 Epoch 333/500 718/718 [==============================] - 1s 886us/step - loss: 0.4360 - accuracy: 0.7927 Epoch 334/500 718/718 [==============================] - 1s 962us/step - loss: 0.4358 - accuracy: 0.7952 Epoch 335/500 718/718 [==============================] - 1s 884us/step - loss: 0.4362 - accuracy: 0.7950 Epoch 336/500 718/718 [==============================] - 1s 882us/step - loss: 0.4352 - accuracy: 0.7936 Epoch 337/500 718/718 [==============================] - 1s 879us/step - loss: 0.4357 - accuracy: 0.7933 Epoch 338/500 718/718 [==============================] - 1s 875us/step - loss: 0.4361 - accuracy: 0.7943 Epoch 339/500 718/718 [==============================] - 1s 866us/step - loss: 0.4355 - accuracy: 0.7951 Epoch 340/500 718/718 [==============================] - 1s 887us/step - loss: 0.4356 - accuracy: 0.7943 Epoch 341/500 718/718 [==============================] - 1s 876us/step - loss: 0.4358 - accuracy: 0.7964 Epoch 342/500 718/718 [==============================] - 1s 883us/step - loss: 0.4348 - accuracy: 0.7959 Epoch 343/500 718/718 [==============================] - 1s 883us/step - loss: 0.4353 - accuracy: 0.7953 Epoch 344/500 718/718 [==============================] - 1s 880us/step - loss: 0.4357 - accuracy: 0.7938 Epoch 345/500 718/718 [==============================] - 1s 894us/step - loss: 0.4350 - accuracy: 0.7948 Epoch 346/500 718/718 [==============================] - 1s 868us/step - loss: 0.4354 - accuracy: 0.79830s - loss: 0.4305 - ac Epoch 347/500 718/718 [==============================] - 1s 881us/step - loss: 0.4354 - accuracy: 0.7951 Epoch 348/500 718/718 [==============================] - 1s 884us/step - loss: 0.4357 - accuracy: 0.7942 Epoch 349/500 718/718 [==============================] - 1s 874us/step - loss: 0.4355 - accuracy: 0.7949 Epoch 350/500 718/718 [==============================] - 1s 879us/step - loss: 0.4347 - accuracy: 0.7954 Epoch 351/500 718/718 [==============================] - 1s 871us/step - loss: 0.4356 - accuracy: 0.7940 Epoch 352/500 718/718 [==============================] - 1s 857us/step - loss: 0.4352 - accuracy: 0.7954 Epoch 353/500 718/718 [==============================] - 1s 881us/step - loss: 0.4352 - accuracy: 0.7962 Epoch 354/500 718/718 [==============================] - 1s 879us/step - loss: 0.4349 - accuracy: 0.7957 Epoch 355/500 718/718 [==============================] - 1s 889us/step - loss: 0.4352 - accuracy: 0.7942 Epoch 356/500 718/718 [==============================] - 1s 891us/step - loss: 0.4355 - accuracy: 0.7943 Epoch 357/500 718/718 [==============================] - 1s 875us/step - loss: 0.4349 - accuracy: 0.7953 Epoch 358/500 718/718 [==============================] - 1s 882us/step - loss: 0.4351 - accuracy: 0.7942 Epoch 359/500 718/718 [==============================] - 1s 891us/step - loss: 0.4347 - accuracy: 0.79510s - loss: 0.4348 - accuracy: 0. Epoch 360/500 718/718 [==============================] - 1s 871us/step - loss: 0.4346 - accuracy: 0.7948 Epoch 361/500 718/718 [==============================] - 1s 879us/step - loss: 0.4348 - accuracy: 0.7939 Epoch 362/500 718/718 [==============================] - 1s 897us/step - loss: 0.4352 - accuracy: 0.7943 Epoch 363/500 718/718 [==============================] - 1s 865us/step - loss: 0.4350 - accuracy: 0.7949 Epoch 364/500 718/718 [==============================] - 1s 903us/step - loss: 0.4341 - accuracy: 0.7956 Epoch 365/500 718/718 [==============================] - 1s 870us/step - loss: 0.4353 - accuracy: 0.79300s - loss: 0.4373 - accuracy: 0.79 Epoch 366/500 718/718 [==============================] - 1s 877us/step - loss: 0.4355 - accuracy: 0.7954 Epoch 367/500 718/718 [==============================] - 1s 882us/step - loss: 0.4352 - accuracy: 0.7946 Epoch 368/500 718/718 [==============================] - 1s 870us/step - loss: 0.4343 - accuracy: 0.7963 Epoch 369/500 718/718 [==============================] - 1s 880us/step - loss: 0.4349 - accuracy: 0.7941 Epoch 370/500 718/718 [==============================] - 1s 880us/step - loss: 0.4346 - accuracy: 0.7964 Epoch 371/500 718/718 [==============================] - 1s 872us/step - loss: 0.4346 - accuracy: 0.7938 Epoch 372/500 718/718 [==============================] - 1s 878us/step - loss: 0.4352 - accuracy: 0.7951 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7945 Epoch 374/500 718/718 [==============================] - 1s 966us/step - loss: 0.4346 - accuracy: 0.7963 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7953 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7948 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7956 Epoch 378/500 718/718 [==============================] - 1s 960us/step - loss: 0.4349 - accuracy: 0.7942 Epoch 379/500 718/718 [==============================] - 1s 911us/step - loss: 0.4348 - accuracy: 0.7968 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7949 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7952 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7942 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7950 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7961 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7950: 0s - loss: 0.4351 - accuracy: 0. Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7962 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7979 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7949 Epoch 389/500 718/718 [==============================] - 1s 936us/step - loss: 0.4351 - accuracy: 0.7945 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7957 Epoch 391/500 718/718 [==============================] - 1s 956us/step - loss: 0.4351 - accuracy: 0.7936 Epoch 392/500 718/718 [==============================] - 1s 932us/step - loss: 0.4349 - accuracy: 0.7943 Epoch 393/500 718/718 [==============================] - 1s 905us/step - loss: 0.4347 - accuracy: 0.7949 Epoch 394/500 718/718 [==============================] - 1s 915us/step - loss: 0.4347 - accuracy: 0.7959 Epoch 395/500 718/718 [==============================] - 1s 910us/step - loss: 0.4341 - accuracy: 0.7949 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7956 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7949 Epoch 398/500 718/718 [==============================] - 1s 977us/step - loss: 0.4345 - accuracy: 0.7943 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7952: 0s - loss: 0.432 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7974 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7960 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7942 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7956 Epoch 404/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4348 - accuracy: 0.7942 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7944 Epoch 406/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4354 - accuracy: 0.7936 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7958 Epoch 408/500 718/718 [==============================] - 1s 892us/step - loss: 0.4348 - accuracy: 0.7966 Epoch 409/500 718/718 [==============================] - 1s 894us/step - loss: 0.4347 - accuracy: 0.7942 Epoch 410/500 718/718 [==============================] - 1s 883us/step - loss: 0.4351 - accuracy: 0.7957 Epoch 411/500 718/718 [==============================] - 1s 887us/step - loss: 0.4349 - accuracy: 0.7949 Epoch 412/500 718/718 [==============================] - 1s 869us/step - loss: 0.4345 - accuracy: 0.7952 Epoch 413/500 718/718 [==============================] - 1s 875us/step - loss: 0.4351 - accuracy: 0.7952 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7928 Epoch 415/500 718/718 [==============================] - 1s 873us/step - loss: 0.4342 - accuracy: 0.7947 Epoch 416/500 718/718 [==============================] - 1s 903us/step - loss: 0.4348 - accuracy: 0.79450s - loss: 0.4335 - accuracy: 0.79 Epoch 417/500 718/718 [==============================] - 1s 886us/step - loss: 0.4346 - accuracy: 0.7947 Epoch 418/500 718/718 [==============================] - 1s 871us/step - loss: 0.4345 - accuracy: 0.7944 Epoch 419/500 718/718 [==============================] - 1s 876us/step - loss: 0.4351 - accuracy: 0.7956 Epoch 420/500 718/718 [==============================] - 1s 941us/step - loss: 0.4341 - accuracy: 0.7952 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7945 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7942 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7965 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7945 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7948 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7955 Epoch 427/500 718/718 [==============================] - 1s 964us/step - loss: 0.4346 - accuracy: 0.7936 Epoch 428/500 718/718 [==============================] - 1s 887us/step - loss: 0.4350 - accuracy: 0.7956 Epoch 429/500 718/718 [==============================] - 1s 898us/step - loss: 0.4347 - accuracy: 0.7966 Epoch 430/500 718/718 [==============================] - 1s 935us/step - loss: 0.4352 - accuracy: 0.7942 Epoch 431/500 718/718 [==============================] - 1s 962us/step - loss: 0.4344 - accuracy: 0.7942 Epoch 432/500 718/718 [==============================] - 1s 924us/step - loss: 0.4341 - accuracy: 0.7972 Epoch 433/500 718/718 [==============================] - 1s 871us/step - loss: 0.4348 - accuracy: 0.7962 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7949 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7936 Epoch 436/500 718/718 [==============================] - 1s 997us/step - loss: 0.4337 - accuracy: 0.7966 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7963 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7960 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7964 Epoch 440/500 718/718 [==============================] - 1s 879us/step - loss: 0.4342 - accuracy: 0.7962 Epoch 441/500 718/718 [==============================] - 1s 864us/step - loss: 0.4348 - accuracy: 0.7946 Epoch 442/500 718/718 [==============================] - 1s 862us/step - loss: 0.4344 - accuracy: 0.7956 Epoch 443/500 718/718 [==============================] - 1s 877us/step - loss: 0.4344 - accuracy: 0.7962 Epoch 444/500 718/718 [==============================] - 1s 863us/step - loss: 0.4351 - accuracy: 0.7956 Epoch 445/500 718/718 [==============================] - 1s 871us/step - loss: 0.4343 - accuracy: 0.7951 Epoch 446/500 718/718 [==============================] - 1s 859us/step - loss: 0.4344 - accuracy: 0.7944 Epoch 447/500 718/718 [==============================] - 1s 856us/step - loss: 0.4341 - accuracy: 0.7977 Epoch 448/500 718/718 [==============================] - 1s 877us/step - loss: 0.4347 - accuracy: 0.7950 Epoch 449/500 718/718 [==============================] - 1s 869us/step - loss: 0.4342 - accuracy: 0.7989 Epoch 450/500 718/718 [==============================] - 1s 871us/step - loss: 0.4348 - accuracy: 0.7927 Epoch 451/500 718/718 [==============================] - 1s 866us/step - loss: 0.4346 - accuracy: 0.7948 Epoch 452/500 718/718 [==============================] - 1s 860us/step - loss: 0.4346 - accuracy: 0.7948 Epoch 453/500 718/718 [==============================] - 1s 904us/step - loss: 0.4345 - accuracy: 0.7936 Epoch 454/500 718/718 [==============================] - 1s 905us/step - loss: 0.4345 - accuracy: 0.7921 Epoch 455/500 718/718 [==============================] - 1s 883us/step - loss: 0.4344 - accuracy: 0.7943 Epoch 456/500 718/718 [==============================] - 1s 880us/step - loss: 0.4350 - accuracy: 0.7944 Epoch 457/500 718/718 [==============================] - 1s 872us/step - loss: 0.4344 - accuracy: 0.79900s - loss: 0.4332 - ac Epoch 458/500 718/718 [==============================] - 1s 873us/step - loss: 0.4341 - accuracy: 0.7949 Epoch 459/500 718/718 [==============================] - 1s 884us/step - loss: 0.4347 - accuracy: 0.7930 Epoch 460/500 718/718 [==============================] - 1s 865us/step - loss: 0.4345 - accuracy: 0.7964 Epoch 461/500 718/718 [==============================] - 1s 881us/step - loss: 0.4345 - accuracy: 0.7947 Epoch 462/500 718/718 [==============================] - 1s 899us/step - loss: 0.4347 - accuracy: 0.7954 Epoch 463/500 718/718 [==============================] - 1s 876us/step - loss: 0.4342 - accuracy: 0.7930 Epoch 464/500 718/718 [==============================] - 1s 869us/step - loss: 0.4348 - accuracy: 0.7956 Epoch 465/500 718/718 [==============================] - 1s 886us/step - loss: 0.4352 - accuracy: 0.7960 Epoch 466/500 718/718 [==============================] - 1s 880us/step - loss: 0.4343 - accuracy: 0.7967 Epoch 467/500 718/718 [==============================] - 1s 884us/step - loss: 0.4346 - accuracy: 0.7954 Epoch 468/500 718/718 [==============================] - 1s 887us/step - loss: 0.4349 - accuracy: 0.7956 Epoch 469/500 718/718 [==============================] - 1s 894us/step - loss: 0.4346 - accuracy: 0.7937 Epoch 470/500 718/718 [==============================] - 1s 890us/step - loss: 0.4346 - accuracy: 0.7945 Epoch 471/500 718/718 [==============================] - 1s 918us/step - loss: 0.4349 - accuracy: 0.7963 Epoch 472/500 718/718 [==============================] - 1s 882us/step - loss: 0.4343 - accuracy: 0.7957 Epoch 473/500 718/718 [==============================] - 1s 888us/step - loss: 0.4346 - accuracy: 0.7982 Epoch 474/500 718/718 [==============================] - 1s 874us/step - loss: 0.4344 - accuracy: 0.7970 Epoch 475/500 718/718 [==============================] - 1s 882us/step - loss: 0.4349 - accuracy: 0.7955 Epoch 476/500 718/718 [==============================] - 1s 879us/step - loss: 0.4344 - accuracy: 0.7946 Epoch 477/500 718/718 [==============================] - 1s 875us/step - loss: 0.4343 - accuracy: 0.7957 Epoch 478/500 718/718 [==============================] - 1s 883us/step - loss: 0.4346 - accuracy: 0.7958 Epoch 479/500 718/718 [==============================] - 1s 870us/step - loss: 0.4342 - accuracy: 0.7945 Epoch 480/500 718/718 [==============================] - 1s 864us/step - loss: 0.4342 - accuracy: 0.7934 Epoch 481/500 718/718 [==============================] - 1s 895us/step - loss: 0.4341 - accuracy: 0.7963 Epoch 482/500 718/718 [==============================] - 1s 895us/step - loss: 0.4345 - accuracy: 0.7943 Epoch 483/500 718/718 [==============================] - 1s 861us/step - loss: 0.4340 - accuracy: 0.7951 Epoch 484/500 718/718 [==============================] - 1s 870us/step - loss: 0.4340 - accuracy: 0.7922 Epoch 485/500 718/718 [==============================] - 1s 904us/step - loss: 0.4354 - accuracy: 0.7961 Epoch 486/500 718/718 [==============================] - 1s 869us/step - loss: 0.4347 - accuracy: 0.7929 Epoch 487/500 718/718 [==============================] - 1s 886us/step - loss: 0.4342 - accuracy: 0.7947 Epoch 488/500 718/718 [==============================] - 1s 863us/step - loss: 0.4343 - accuracy: 0.7952 Epoch 489/500 718/718 [==============================] - 1s 915us/step - loss: 0.4338 - accuracy: 0.7959 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7949 Epoch 491/500 718/718 [==============================] - 1s 938us/step - loss: 0.4345 - accuracy: 0.7942 Epoch 492/500 718/718 [==============================] - 1s 909us/step - loss: 0.4342 - accuracy: 0.7956 Epoch 493/500 718/718 [==============================] - 1s 903us/step - loss: 0.4346 - accuracy: 0.7922 Epoch 494/500 718/718 [==============================] - 1s 888us/step - loss: 0.4334 - accuracy: 0.7953 Epoch 495/500 718/718 [==============================] - 1s 877us/step - loss: 0.4342 - accuracy: 0.7948 Epoch 496/500 718/718 [==============================] - 1s 905us/step - loss: 0.4337 - accuracy: 0.7942 Epoch 497/500 718/718 [==============================] - 1s 881us/step - loss: 0.4336 - accuracy: 0.7944 Epoch 498/500 718/718 [==============================] - 1s 887us/step - loss: 0.4337 - accuracy: 0.7950 Epoch 499/500 718/718 [==============================] - 1s 875us/step - loss: 0.4330 - accuracy: 0.7952 Epoch 500/500 718/718 [==============================] - 1s 867us/step - loss: 0.4336 - accuracy: 0.7942 Epoch 1/500 718/718 [==============================] - 1s 935us/step - loss: 0.6452 - accuracy: 0.5936 Epoch 2/500 718/718 [==============================] - 1s 995us/step - loss: 0.5868 - accuracy: 0.7301 Epoch 3/500 718/718 [==============================] - 1s 903us/step - loss: 0.5546 - accuracy: 0.7482 Epoch 4/500 718/718 [==============================] - 1s 896us/step - loss: 0.5246 - accuracy: 0.7567 Epoch 5/500 718/718 [==============================] - 1s 889us/step - loss: 0.5029 - accuracy: 0.7636 Epoch 6/500 718/718 [==============================] - 1s 871us/step - loss: 0.4892 - accuracy: 0.7656 Epoch 7/500 718/718 [==============================] - 1s 872us/step - loss: 0.4802 - accuracy: 0.7704 Epoch 8/500 718/718 [==============================] - 1s 872us/step - loss: 0.4738 - accuracy: 0.7697 Epoch 9/500 718/718 [==============================] - 1s 867us/step - loss: 0.4700 - accuracy: 0.7681 Epoch 10/500 718/718 [==============================] - 1s 879us/step - loss: 0.4672 - accuracy: 0.7712 Epoch 11/500 718/718 [==============================] - 1s 887us/step - loss: 0.4647 - accuracy: 0.7714 Epoch 12/500 718/718 [==============================] - 1s 868us/step - loss: 0.4627 - accuracy: 0.7705 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4616 - accuracy: 0.7722 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4604 - accuracy: 0.7728 Epoch 15/500 718/718 [==============================] - 1s 950us/step - loss: 0.4598 - accuracy: 0.7729 Epoch 16/500 718/718 [==============================] - 1s 978us/step - loss: 0.4587 - accuracy: 0.7738 Epoch 17/500 718/718 [==============================] - 1s 928us/step - loss: 0.4576 - accuracy: 0.77610s - loss: 0.4560 - accuracy: 0. Epoch 18/500 718/718 [==============================] - 1s 969us/step - loss: 0.4576 - accuracy: 0.7753 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4565 - accuracy: 0.7772 Epoch 20/500 718/718 [==============================] - 1s 960us/step - loss: 0.4559 - accuracy: 0.7786 Epoch 21/500 718/718 [==============================] - 1s 909us/step - loss: 0.4549 - accuracy: 0.7793 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7786 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7799 Epoch 24/500 718/718 [==============================] - 1s 930us/step - loss: 0.4530 - accuracy: 0.7825 Epoch 25/500 718/718 [==============================] - 1s 901us/step - loss: 0.4521 - accuracy: 0.7838 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7829 Epoch 27/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7820 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7837 Epoch 29/500 718/718 [==============================] - 1s 974us/step - loss: 0.4473 - accuracy: 0.7827 Epoch 30/500 718/718 [==============================] - 1s 937us/step - loss: 0.4461 - accuracy: 0.7835 Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7843 Epoch 32/500 718/718 [==============================] - 1s 976us/step - loss: 0.4440 - accuracy: 0.7871 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7865 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7881 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4432 - accuracy: 0.7874 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4421 - accuracy: 0.7879 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4426 - accuracy: 0.7878 Epoch 38/500 718/718 [==============================] - 1s 965us/step - loss: 0.4413 - accuracy: 0.7880 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7887 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7895 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4413 - accuracy: 0.7880 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7906 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7881 Epoch 44/500 718/718 [==============================] - 1s 943us/step - loss: 0.4416 - accuracy: 0.7878 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7879 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7907 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7885 Epoch 48/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4406 - accuracy: 0.7888 Epoch 49/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4413 - accuracy: 0.7897 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7898: 0s - loss: 0.4402 - Epoch 51/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4402 - accuracy: 0.7879 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7879: 0s - loss: 0.4356 - accuracy Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7895 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7895: 0s - loss: 0.4380 - Epoch 55/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4403 - accuracy: 0.7896: 0s - loss: 0.4404 - accuracy: 0.78 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7899: 0s - loss: 0.4358 Epoch 57/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7881 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7884 Epoch 59/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7884 Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7881: 0s - Epoch 61/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7892: 0s - loss: 0.4388 Epoch 62/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4386 - accuracy: 0.7898 Epoch 63/500 718/718 [==============================] - ETA: 0s - loss: 0.4380 - accuracy: 0.79 - 1s 1ms/step - loss: 0.4380 - accuracy: 0.7903 Epoch 64/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4383 - accuracy: 0.7912 Epoch 65/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4378 - accuracy: 0.7939 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7895 Epoch 67/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4372 - accuracy: 0.7888 Epoch 68/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4369 - accuracy: 0.7890 Epoch 69/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4363 - accuracy: 0.7899 Epoch 70/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4370 - accuracy: 0.7919 Epoch 71/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4364 - accuracy: 0.7901 Epoch 72/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4362 - accuracy: 0.7894 Epoch 73/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4359 - accuracy: 0.7899: 0s - loss: 0.4361 - accuracy: 0.79 Epoch 74/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4355 - accuracy: 0.7925 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7915 Epoch 76/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4355 - accuracy: 0.7921 Epoch 77/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7906 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7908 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7904: 0s - loss: 0.4243 - Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7914: 0s - loss: 0.4392 - Epoch 81/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4347 - accuracy: 0.7899 Epoch 82/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4348 - accuracy: 0.7913 Epoch 83/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4344 - accuracy: 0.7931 Epoch 84/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4347 - accuracy: 0.7914 Epoch 85/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4350 - accuracy: 0.7917 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7911 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7898 Epoch 88/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4351 - accuracy: 0.7915 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7895 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7910 Epoch 91/500 718/718 [==============================] - 1s 910us/step - loss: 0.4349 - accuracy: 0.7897 Epoch 92/500 718/718 [==============================] - 1s 929us/step - loss: 0.4342 - accuracy: 0.79480s - loss: 0.4 Epoch 93/500 718/718 [==============================] - 1s 932us/step - loss: 0.4349 - accuracy: 0.7895 Epoch 94/500 718/718 [==============================] - 1s 912us/step - loss: 0.4340 - accuracy: 0.7922 Epoch 95/500 718/718 [==============================] - 1s 892us/step - loss: 0.4346 - accuracy: 0.7905 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7915 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4343 - accuracy: 0.7929 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7944 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7923: 0s - loss: 0.437 Epoch 100/500 718/718 [==============================] - 1s 916us/step - loss: 0.4339 - accuracy: 0.7921 Epoch 101/500 718/718 [==============================] - 1s 971us/step - loss: 0.4338 - accuracy: 0.7944 Epoch 102/500 718/718 [==============================] - 1s 925us/step - loss: 0.4333 - accuracy: 0.7925 Epoch 103/500 718/718 [==============================] - 1s 910us/step - loss: 0.4335 - accuracy: 0.7912 Epoch 104/500 718/718 [==============================] - 1s 915us/step - loss: 0.4337 - accuracy: 0.7913 Epoch 105/500 718/718 [==============================] - 1s 932us/step - loss: 0.4327 - accuracy: 0.7910 Epoch 106/500 718/718 [==============================] - 1s 919us/step - loss: 0.4330 - accuracy: 0.7907 Epoch 107/500 718/718 [==============================] - 1s 905us/step - loss: 0.4323 - accuracy: 0.7925 Epoch 108/500 718/718 [==============================] - 1s 907us/step - loss: 0.4329 - accuracy: 0.7911 Epoch 109/500 718/718 [==============================] - 1s 974us/step - loss: 0.4333 - accuracy: 0.7948 Epoch 110/500 718/718 [==============================] - 1s 929us/step - loss: 0.4329 - accuracy: 0.7931 Epoch 111/500 718/718 [==============================] - 1s 904us/step - loss: 0.4325 - accuracy: 0.7942 Epoch 112/500 718/718 [==============================] - 1s 937us/step - loss: 0.4328 - accuracy: 0.7940 Epoch 113/500 718/718 [==============================] - 1s 884us/step - loss: 0.4322 - accuracy: 0.7928 Epoch 114/500 718/718 [==============================] - 1s 866us/step - loss: 0.4324 - accuracy: 0.7944 Epoch 115/500 718/718 [==============================] - 1s 908us/step - loss: 0.4327 - accuracy: 0.7922 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7970 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7957: 0s - loss: 0.4324 - accuracy: Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7954: 0s - loss: 0.4333 - accuracy: 0.79 Epoch 119/500 718/718 [==============================] - 1s 946us/step - loss: 0.4324 - accuracy: 0.7936 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7930 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7953 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7946 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7942 Epoch 124/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7956 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7938 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7971 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7954 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7953 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7957 Epoch 130/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7962 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7926 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7951 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7962 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7970 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7957 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7959 Epoch 137/500 718/718 [==============================] - 1s 968us/step - loss: 0.4308 - accuracy: 0.7955 Epoch 138/500 718/718 [==============================] - 1s 896us/step - loss: 0.4308 - accuracy: 0.7949 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7951 Epoch 140/500 718/718 [==============================] - 1s 896us/step - loss: 0.4308 - accuracy: 0.7961 Epoch 141/500 718/718 [==============================] - 1s 965us/step - loss: 0.4305 - accuracy: 0.7959 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7978 Epoch 143/500 718/718 [==============================] - 1s 936us/step - loss: 0.4304 - accuracy: 0.7952 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7956 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7943: 0s - loss: 0.4312 - accuracy: 0. Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7963 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7957: 0s - loss: 0.4 Epoch 148/500 718/718 [==============================] - 1s 956us/step - loss: 0.4295 - accuracy: 0.7967 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7970: 0s - loss: 0.4321 - accuracy: Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7970 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7969 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7972 Epoch 153/500 718/718 [==============================] - 1s 942us/step - loss: 0.4294 - accuracy: 0.7967 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7974: 0s - loss: 0.4298 - accuracy: Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7969: 0s - loss: 0.4275 - accuracy: 0.79 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7991 Epoch 157/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.7974 Epoch 158/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4286 - accuracy: 0.7958 Epoch 159/500 718/718 [==============================] - 1s 997us/step - loss: 0.4288 - accuracy: 0.7972 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7995 Epoch 161/500 718/718 [==============================] - 1s 899us/step - loss: 0.4289 - accuracy: 0.7979 Epoch 162/500 718/718 [==============================] - 1s 860us/step - loss: 0.4282 - accuracy: 0.7958 Epoch 163/500 718/718 [==============================] - 1s 892us/step - loss: 0.4283 - accuracy: 0.7949 Epoch 164/500 718/718 [==============================] - 1s 870us/step - loss: 0.4283 - accuracy: 0.7969 Epoch 165/500 718/718 [==============================] - 1s 863us/step - loss: 0.4277 - accuracy: 0.8007 Epoch 166/500 718/718 [==============================] - 1s 872us/step - loss: 0.4280 - accuracy: 0.7979 Epoch 167/500 718/718 [==============================] - 1s 894us/step - loss: 0.4281 - accuracy: 0.7986 Epoch 168/500 718/718 [==============================] - 1s 859us/step - loss: 0.4280 - accuracy: 0.7976 Epoch 169/500 718/718 [==============================] - 1s 910us/step - loss: 0.4281 - accuracy: 0.8003 Epoch 170/500 718/718 [==============================] - 1s 871us/step - loss: 0.4271 - accuracy: 0.7980 Epoch 171/500 718/718 [==============================] - 1s 882us/step - loss: 0.4271 - accuracy: 0.7991 Epoch 172/500 718/718 [==============================] - 1s 958us/step - loss: 0.4280 - accuracy: 0.7982 Epoch 173/500 718/718 [==============================] - 1s 888us/step - loss: 0.4267 - accuracy: 0.7963 Epoch 174/500 718/718 [==============================] - 1s 890us/step - loss: 0.4270 - accuracy: 0.7987 Epoch 175/500 718/718 [==============================] - 1s 867us/step - loss: 0.4275 - accuracy: 0.7977 Epoch 176/500 718/718 [==============================] - 1s 873us/step - loss: 0.4270 - accuracy: 0.7997 Epoch 177/500 718/718 [==============================] - 1s 868us/step - loss: 0.4273 - accuracy: 0.7983 Epoch 178/500 718/718 [==============================] - 1s 903us/step - loss: 0.4273 - accuracy: 0.7997 Epoch 179/500 718/718 [==============================] - 1s 853us/step - loss: 0.4272 - accuracy: 0.7995 Epoch 180/500 718/718 [==============================] - 1s 877us/step - loss: 0.4273 - accuracy: 0.7988 Epoch 181/500 718/718 [==============================] - 1s 854us/step - loss: 0.4273 - accuracy: 0.7983 Epoch 182/500 718/718 [==============================] - 1s 869us/step - loss: 0.4273 - accuracy: 0.7973 Epoch 183/500 718/718 [==============================] - 1s 868us/step - loss: 0.4266 - accuracy: 0.7982 Epoch 184/500 718/718 [==============================] - 1s 859us/step - loss: 0.4275 - accuracy: 0.7973 Epoch 185/500 718/718 [==============================] - 1s 868us/step - loss: 0.4268 - accuracy: 0.7997 Epoch 186/500 718/718 [==============================] - 1s 891us/step - loss: 0.4266 - accuracy: 0.7983 Epoch 187/500 718/718 [==============================] - 1s 882us/step - loss: 0.4268 - accuracy: 0.7996 Epoch 188/500 718/718 [==============================] - 1s 897us/step - loss: 0.4259 - accuracy: 0.7988 Epoch 189/500 718/718 [==============================] - 1s 855us/step - loss: 0.4264 - accuracy: 0.7987 Epoch 190/500 718/718 [==============================] - 1s 870us/step - loss: 0.4266 - accuracy: 0.7986 Epoch 191/500 718/718 [==============================] - 1s 874us/step - loss: 0.4257 - accuracy: 0.7981 Epoch 192/500 718/718 [==============================] - 1s 860us/step - loss: 0.4267 - accuracy: 0.7985 Epoch 193/500 718/718 [==============================] - 1s 866us/step - loss: 0.4262 - accuracy: 0.7985 Epoch 194/500 718/718 [==============================] - 1s 876us/step - loss: 0.4267 - accuracy: 0.79760s - loss: 0.4176 - Epoch 195/500 718/718 [==============================] - 1s 863us/step - loss: 0.4263 - accuracy: 0.7989 Epoch 196/500 718/718 [==============================] - 1s 876us/step - loss: 0.4261 - accuracy: 0.7999 Epoch 197/500 718/718 [==============================] - 1s 859us/step - loss: 0.4260 - accuracy: 0.7996 Epoch 198/500 718/718 [==============================] - 1s 893us/step - loss: 0.4256 - accuracy: 0.7990 Epoch 199/500 718/718 [==============================] - 1s 869us/step - loss: 0.4267 - accuracy: 0.7997 Epoch 200/500 718/718 [==============================] - 1s 871us/step - loss: 0.4258 - accuracy: 0.7963 Epoch 201/500 718/718 [==============================] - 1s 871us/step - loss: 0.4257 - accuracy: 0.8011 Epoch 202/500 718/718 [==============================] - 1s 874us/step - loss: 0.4255 - accuracy: 0.7981 Epoch 203/500 718/718 [==============================] - 1s 879us/step - loss: 0.4260 - accuracy: 0.7976 Epoch 204/500 718/718 [==============================] - 1s 876us/step - loss: 0.4260 - accuracy: 0.8003 Epoch 205/500 718/718 [==============================] - 1s 871us/step - loss: 0.4253 - accuracy: 0.8010 Epoch 206/500 718/718 [==============================] - 1s 868us/step - loss: 0.4262 - accuracy: 0.7994 Epoch 207/500 718/718 [==============================] - 1s 876us/step - loss: 0.4257 - accuracy: 0.7966 Epoch 208/500 718/718 [==============================] - 1s 872us/step - loss: 0.4251 - accuracy: 0.7993 Epoch 209/500 718/718 [==============================] - 1s 856us/step - loss: 0.4253 - accuracy: 0.7997 Epoch 210/500 718/718 [==============================] - 1s 856us/step - loss: 0.4256 - accuracy: 0.7977 Epoch 211/500 718/718 [==============================] - 1s 859us/step - loss: 0.4252 - accuracy: 0.7990 Epoch 212/500 718/718 [==============================] - 1s 934us/step - loss: 0.4256 - accuracy: 0.8024 Epoch 213/500 718/718 [==============================] - 1s 868us/step - loss: 0.4250 - accuracy: 0.8008 Epoch 214/500 718/718 [==============================] - 1s 863us/step - loss: 0.4257 - accuracy: 0.8015 Epoch 215/500 718/718 [==============================] - 1s 873us/step - loss: 0.4251 - accuracy: 0.7989 Epoch 216/500 718/718 [==============================] - 1s 884us/step - loss: 0.4248 - accuracy: 0.7978 Epoch 217/500 718/718 [==============================] - 1s 883us/step - loss: 0.4254 - accuracy: 0.7984 Epoch 218/500 718/718 [==============================] - 1s 869us/step - loss: 0.4251 - accuracy: 0.7999 Epoch 219/500 718/718 [==============================] - 1s 973us/step - loss: 0.4253 - accuracy: 0.7976 Epoch 220/500 718/718 [==============================] - 1s 874us/step - loss: 0.4247 - accuracy: 0.8010 Epoch 221/500 718/718 [==============================] - 1s 870us/step - loss: 0.4256 - accuracy: 0.8018 Epoch 222/500 718/718 [==============================] - 1s 851us/step - loss: 0.4250 - accuracy: 0.7977 Epoch 223/500 718/718 [==============================] - 1s 864us/step - loss: 0.4248 - accuracy: 0.7985 Epoch 224/500 718/718 [==============================] - 1s 857us/step - loss: 0.4247 - accuracy: 0.7988 Epoch 225/500 718/718 [==============================] - 1s 921us/step - loss: 0.4252 - accuracy: 0.7996 Epoch 226/500 718/718 [==============================] - 1s 876us/step - loss: 0.4248 - accuracy: 0.8009 Epoch 227/500 718/718 [==============================] - 1s 862us/step - loss: 0.4246 - accuracy: 0.7984 Epoch 228/500 718/718 [==============================] - 1s 873us/step - loss: 0.4255 - accuracy: 0.7996 Epoch 229/500 718/718 [==============================] - 1s 864us/step - loss: 0.4250 - accuracy: 0.8018 Epoch 230/500 718/718 [==============================] - 1s 858us/step - loss: 0.4249 - accuracy: 0.8003 Epoch 231/500 718/718 [==============================] - 1s 870us/step - loss: 0.4243 - accuracy: 0.8001 Epoch 232/500 718/718 [==============================] - 1s 871us/step - loss: 0.4244 - accuracy: 0.8023 Epoch 233/500 718/718 [==============================] - 1s 861us/step - loss: 0.4249 - accuracy: 0.7990 Epoch 234/500 718/718 [==============================] - 1s 949us/step - loss: 0.4244 - accuracy: 0.7986 Epoch 235/500 718/718 [==============================] - 1s 914us/step - loss: 0.4249 - accuracy: 0.7991 Epoch 236/500 718/718 [==============================] - 1s 887us/step - loss: 0.4246 - accuracy: 0.7999 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.8015 Epoch 238/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4244 - accuracy: 0.8003 Epoch 239/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.8010 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.8017 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.7989 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.8006 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.7996 Epoch 244/500 718/718 [==============================] - 1s 950us/step - loss: 0.4249 - accuracy: 0.7984 Epoch 245/500 718/718 [==============================] - 1s 911us/step - loss: 0.4242 - accuracy: 0.7983 Epoch 246/500 718/718 [==============================] - 1s 864us/step - loss: 0.4247 - accuracy: 0.7990 Epoch 247/500 718/718 [==============================] - 1s 898us/step - loss: 0.4241 - accuracy: 0.8023 Epoch 248/500 718/718 [==============================] - 1s 928us/step - loss: 0.4245 - accuracy: 0.8001 Epoch 249/500 718/718 [==============================] - 1s 919us/step - loss: 0.4247 - accuracy: 0.7987 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4244 - accuracy: 0.8004 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.7997: 0s - loss: 0.4232 - accuracy Epoch 252/500 718/718 [==============================] - 1s 890us/step - loss: 0.4245 - accuracy: 0.8007 Epoch 253/500 718/718 [==============================] - 1s 867us/step - loss: 0.4248 - accuracy: 0.7991 Epoch 254/500 718/718 [==============================] - 1s 855us/step - loss: 0.4241 - accuracy: 0.8024 Epoch 255/500 718/718 [==============================] - 1s 875us/step - loss: 0.4241 - accuracy: 0.7991 Epoch 256/500 718/718 [==============================] - 1s 857us/step - loss: 0.4243 - accuracy: 0.7990 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4243 - accuracy: 0.8010 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.8018 Epoch 259/500 718/718 [==============================] - 1s 880us/step - loss: 0.4245 - accuracy: 0.7990 Epoch 260/500 718/718 [==============================] - 1s 858us/step - loss: 0.4239 - accuracy: 0.7993 Epoch 261/500 718/718 [==============================] - 1s 882us/step - loss: 0.4241 - accuracy: 0.7989 Epoch 262/500 718/718 [==============================] - 1s 875us/step - loss: 0.4232 - accuracy: 0.7993 Epoch 263/500 718/718 [==============================] - 1s 871us/step - loss: 0.4243 - accuracy: 0.7996 Epoch 264/500 718/718 [==============================] - 1s 882us/step - loss: 0.4244 - accuracy: 0.80090s - loss: 0.4123 - Epoch 265/500 718/718 [==============================] - 1s 892us/step - loss: 0.4244 - accuracy: 0.8005 Epoch 266/500 718/718 [==============================] - 1s 870us/step - loss: 0.4242 - accuracy: 0.7976 Epoch 267/500 718/718 [==============================] - 1s 876us/step - loss: 0.4244 - accuracy: 0.7987 Epoch 268/500 718/718 [==============================] - 1s 886us/step - loss: 0.4239 - accuracy: 0.7980 Epoch 269/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.7989 Epoch 270/500 718/718 [==============================] - 1s 880us/step - loss: 0.4240 - accuracy: 0.8008 Epoch 271/500 718/718 [==============================] - 1s 864us/step - loss: 0.4243 - accuracy: 0.7992 Epoch 272/500 718/718 [==============================] - 1s 862us/step - loss: 0.4238 - accuracy: 0.8003 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.7976 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8001 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.7997 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8010 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.8003 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8001 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.8001: 0s - loss: 0.4133 Epoch 280/500 718/718 [==============================] - 1s 929us/step - loss: 0.4238 - accuracy: 0.7978 Epoch 281/500 718/718 [==============================] - 1s 872us/step - loss: 0.4238 - accuracy: 0.7994 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8005 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4233 - accuracy: 0.8012 Epoch 284/500 718/718 [==============================] - 1s 989us/step - loss: 0.4238 - accuracy: 0.7999 Epoch 285/500 718/718 [==============================] - 1s 895us/step - loss: 0.4240 - accuracy: 0.8001 Epoch 286/500 718/718 [==============================] - 1s 879us/step - loss: 0.4244 - accuracy: 0.8014 Epoch 287/500 718/718 [==============================] - 1s 899us/step - loss: 0.4237 - accuracy: 0.7998 Epoch 288/500 718/718 [==============================] - 1s 889us/step - loss: 0.4243 - accuracy: 0.8006 Epoch 289/500 718/718 [==============================] - 1s 861us/step - loss: 0.4237 - accuracy: 0.79990s - loss: 0.4258 - accuracy: Epoch 290/500 718/718 [==============================] - 1s 877us/step - loss: 0.4237 - accuracy: 0.8000 Epoch 291/500 718/718 [==============================] - 1s 868us/step - loss: 0.4239 - accuracy: 0.8007 Epoch 292/500 718/718 [==============================] - 1s 881us/step - loss: 0.4234 - accuracy: 0.7992 Epoch 293/500 718/718 [==============================] - 1s 867us/step - loss: 0.4242 - accuracy: 0.8003 Epoch 294/500 718/718 [==============================] - 1s 859us/step - loss: 0.4242 - accuracy: 0.8012 Epoch 295/500 718/718 [==============================] - 1s 859us/step - loss: 0.4233 - accuracy: 0.8000 Epoch 296/500 718/718 [==============================] - 1s 903us/step - loss: 0.4240 - accuracy: 0.8007 Epoch 297/500 718/718 [==============================] - 1s 869us/step - loss: 0.4243 - accuracy: 0.7974 Epoch 298/500 718/718 [==============================] - 1s 881us/step - loss: 0.4235 - accuracy: 0.8027 Epoch 299/500 718/718 [==============================] - 1s 872us/step - loss: 0.4234 - accuracy: 0.8010 Epoch 300/500 718/718 [==============================] - 1s 866us/step - loss: 0.4238 - accuracy: 0.8009 Epoch 301/500 718/718 [==============================] - 1s 892us/step - loss: 0.4235 - accuracy: 0.8017 Epoch 302/500 718/718 [==============================] - 1s 864us/step - loss: 0.4238 - accuracy: 0.8009 Epoch 303/500 718/718 [==============================] - 1s 869us/step - loss: 0.4238 - accuracy: 0.7984 Epoch 304/500 718/718 [==============================] - 1s 899us/step - loss: 0.4240 - accuracy: 0.7990 Epoch 305/500 718/718 [==============================] - 1s 858us/step - loss: 0.4231 - accuracy: 0.7998 Epoch 306/500 718/718 [==============================] - 1s 892us/step - loss: 0.4238 - accuracy: 0.7979 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4244 - accuracy: 0.7988: 0s - loss: 0.4242 - accuracy: 0. Epoch 308/500 718/718 [==============================] - 1s 898us/step - loss: 0.4237 - accuracy: 0.7983 Epoch 309/500 718/718 [==============================] - 1s 883us/step - loss: 0.4245 - accuracy: 0.7997 Epoch 310/500 718/718 [==============================] - 1s 879us/step - loss: 0.4239 - accuracy: 0.8003 Epoch 311/500 718/718 [==============================] - 1s 858us/step - loss: 0.4235 - accuracy: 0.7992 Epoch 312/500 718/718 [==============================] - 1s 872us/step - loss: 0.4235 - accuracy: 0.7995 Epoch 313/500 718/718 [==============================] - 1s 857us/step - loss: 0.4235 - accuracy: 0.8010 Epoch 314/500 718/718 [==============================] - 1s 852us/step - loss: 0.4235 - accuracy: 0.7980 Epoch 315/500 718/718 [==============================] - 1s 861us/step - loss: 0.4229 - accuracy: 0.8010 Epoch 316/500 718/718 [==============================] - 1s 847us/step - loss: 0.4233 - accuracy: 0.8007 Epoch 317/500 718/718 [==============================] - 1s 861us/step - loss: 0.4240 - accuracy: 0.7996 Epoch 318/500 718/718 [==============================] - 1s 875us/step - loss: 0.4230 - accuracy: 0.8003 Epoch 319/500 718/718 [==============================] - 1s 854us/step - loss: 0.4241 - accuracy: 0.8006 Epoch 320/500 718/718 [==============================] - 1s 857us/step - loss: 0.4231 - accuracy: 0.8020 Epoch 321/500 718/718 [==============================] - 1s 905us/step - loss: 0.4233 - accuracy: 0.8011 Epoch 322/500 718/718 [==============================] - 1s 847us/step - loss: 0.4232 - accuracy: 0.7999 Epoch 323/500 718/718 [==============================] - 1s 965us/step - loss: 0.4234 - accuracy: 0.8019 Epoch 324/500 718/718 [==============================] - 1s 871us/step - loss: 0.4233 - accuracy: 0.8003 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8016 Epoch 326/500 718/718 [==============================] - 1s 878us/step - loss: 0.4234 - accuracy: 0.7986 Epoch 327/500 718/718 [==============================] - 1s 849us/step - loss: 0.4233 - accuracy: 0.8003 Epoch 328/500 718/718 [==============================] - 1s 855us/step - loss: 0.4231 - accuracy: 0.7976 Epoch 329/500 718/718 [==============================] - 1s 858us/step - loss: 0.4240 - accuracy: 0.8022 Epoch 330/500 718/718 [==============================] - 1s 900us/step - loss: 0.4238 - accuracy: 0.8003 Epoch 331/500 718/718 [==============================] - 1s 932us/step - loss: 0.4236 - accuracy: 0.7983 Epoch 332/500 718/718 [==============================] - 1s 913us/step - loss: 0.4238 - accuracy: 0.7998 Epoch 333/500 718/718 [==============================] - 1s 895us/step - loss: 0.4234 - accuracy: 0.8013 Epoch 334/500 718/718 [==============================] - 1s 887us/step - loss: 0.4239 - accuracy: 0.8026 Epoch 335/500 718/718 [==============================] - 1s 883us/step - loss: 0.4228 - accuracy: 0.8004 Epoch 336/500 718/718 [==============================] - 1s 878us/step - loss: 0.4233 - accuracy: 0.8018 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.7992 Epoch 338/500 718/718 [==============================] - 1s 989us/step - loss: 0.4233 - accuracy: 0.8016 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.8003 Epoch 340/500 718/718 [==============================] - 1s 946us/step - loss: 0.4239 - accuracy: 0.8010 Epoch 341/500 718/718 [==============================] - 1s 994us/step - loss: 0.4231 - accuracy: 0.79770s - loss: 0.4206 - accuracy Epoch 342/500 718/718 [==============================] - 1s 912us/step - loss: 0.4236 - accuracy: 0.8009 Epoch 343/500 718/718 [==============================] - 1s 893us/step - loss: 0.4238 - accuracy: 0.8010 Epoch 344/500 718/718 [==============================] - 1s 880us/step - loss: 0.4226 - accuracy: 0.8035 Epoch 345/500 718/718 [==============================] - 1s 880us/step - loss: 0.4239 - accuracy: 0.7999 Epoch 346/500 718/718 [==============================] - 1s 884us/step - loss: 0.4223 - accuracy: 0.8010 Epoch 347/500 718/718 [==============================] - 1s 886us/step - loss: 0.4239 - accuracy: 0.7984 Epoch 348/500 718/718 [==============================] - 1s 867us/step - loss: 0.4239 - accuracy: 0.8002 Epoch 349/500 718/718 [==============================] - 1s 945us/step - loss: 0.4235 - accuracy: 0.8003 Epoch 350/500 718/718 [==============================] - 1s 898us/step - loss: 0.4232 - accuracy: 0.8020 Epoch 351/500 718/718 [==============================] - 1s 870us/step - loss: 0.4235 - accuracy: 0.7983 Epoch 352/500 718/718 [==============================] - 1s 884us/step - loss: 0.4236 - accuracy: 0.8031 Epoch 353/500 718/718 [==============================] - 1s 876us/step - loss: 0.4238 - accuracy: 0.8016 Epoch 354/500 718/718 [==============================] - 1s 883us/step - loss: 0.4234 - accuracy: 0.7993 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8009 Epoch 356/500 718/718 [==============================] - 1s 934us/step - loss: 0.4231 - accuracy: 0.8009 Epoch 357/500 718/718 [==============================] - 1s 870us/step - loss: 0.4238 - accuracy: 0.7976 Epoch 358/500 718/718 [==============================] - 1s 889us/step - loss: 0.4237 - accuracy: 0.8002 Epoch 359/500 718/718 [==============================] - 1s 887us/step - loss: 0.4234 - accuracy: 0.8007 Epoch 360/500 718/718 [==============================] - 1s 873us/step - loss: 0.4235 - accuracy: 0.8012 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8010 Epoch 362/500 718/718 [==============================] - 1s 921us/step - loss: 0.4236 - accuracy: 0.8006 Epoch 363/500 718/718 [==============================] - 1s 883us/step - loss: 0.4237 - accuracy: 0.7989 Epoch 364/500 718/718 [==============================] - 1s 897us/step - loss: 0.4232 - accuracy: 0.8004 Epoch 365/500 718/718 [==============================] - 1s 927us/step - loss: 0.4235 - accuracy: 0.8007 Epoch 366/500 718/718 [==============================] - 1s 874us/step - loss: 0.4226 - accuracy: 0.7996 Epoch 367/500 718/718 [==============================] - 1s 870us/step - loss: 0.4237 - accuracy: 0.8002 Epoch 368/500 718/718 [==============================] - 1s 889us/step - loss: 0.4237 - accuracy: 0.7988 Epoch 369/500 718/718 [==============================] - 1s 879us/step - loss: 0.4234 - accuracy: 0.8013 Epoch 370/500 718/718 [==============================] - 1s 899us/step - loss: 0.4240 - accuracy: 0.8003 Epoch 371/500 718/718 [==============================] - 1s 871us/step - loss: 0.4233 - accuracy: 0.8010 Epoch 372/500 718/718 [==============================] - 1s 891us/step - loss: 0.4233 - accuracy: 0.8007 Epoch 373/500 718/718 [==============================] - 1s 886us/step - loss: 0.4234 - accuracy: 0.8003 Epoch 374/500 718/718 [==============================] - 1s 873us/step - loss: 0.4233 - accuracy: 0.7992 Epoch 375/500 718/718 [==============================] - 1s 874us/step - loss: 0.4232 - accuracy: 0.8025 Epoch 376/500 718/718 [==============================] - 1s 885us/step - loss: 0.4239 - accuracy: 0.8009 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8012 Epoch 378/500 718/718 [==============================] - 1s 887us/step - loss: 0.4234 - accuracy: 0.8001 Epoch 379/500 718/718 [==============================] - 1s 953us/step - loss: 0.4237 - accuracy: 0.8010 Epoch 380/500 718/718 [==============================] - 1s 875us/step - loss: 0.4237 - accuracy: 0.7999 Epoch 381/500 718/718 [==============================] - 1s 882us/step - loss: 0.4233 - accuracy: 0.8020 Epoch 382/500 718/718 [==============================] - 1s 893us/step - loss: 0.4236 - accuracy: 0.8000 Epoch 383/500 718/718 [==============================] - 1s 868us/step - loss: 0.4229 - accuracy: 0.8015 Epoch 384/500 718/718 [==============================] - 1s 906us/step - loss: 0.4233 - accuracy: 0.8006 Epoch 385/500 718/718 [==============================] - 1s 874us/step - loss: 0.4233 - accuracy: 0.8015 Epoch 386/500 718/718 [==============================] - 1s 871us/step - loss: 0.4238 - accuracy: 0.79970s - loss: 0.4255 - accuracy: 0.79 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.7990 Epoch 388/500 718/718 [==============================] - 1s 943us/step - loss: 0.4229 - accuracy: 0.8012 Epoch 389/500 718/718 [==============================] - 1s 878us/step - loss: 0.4238 - accuracy: 0.8010 Epoch 390/500 718/718 [==============================] - 1s 882us/step - loss: 0.4235 - accuracy: 0.7994 Epoch 391/500 718/718 [==============================] - 1s 874us/step - loss: 0.4233 - accuracy: 0.8003 Epoch 392/500 718/718 [==============================] - 1s 893us/step - loss: 0.4234 - accuracy: 0.8003 Epoch 393/500 718/718 [==============================] - 1s 886us/step - loss: 0.4235 - accuracy: 0.8001 Epoch 394/500 718/718 [==============================] - 1s 895us/step - loss: 0.4235 - accuracy: 0.8022 Epoch 395/500 718/718 [==============================] - 1s 871us/step - loss: 0.4235 - accuracy: 0.8012 Epoch 396/500 718/718 [==============================] - 1s 901us/step - loss: 0.4240 - accuracy: 0.8017 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.7995 Epoch 398/500 718/718 [==============================] - 1s 991us/step - loss: 0.4234 - accuracy: 0.8019 Epoch 399/500 718/718 [==============================] - 1s 916us/step - loss: 0.4231 - accuracy: 0.8014 Epoch 400/500 718/718 [==============================] - 1s 924us/step - loss: 0.4236 - accuracy: 0.8009 Epoch 401/500 718/718 [==============================] - 1s 912us/step - loss: 0.4230 - accuracy: 0.8001 Epoch 402/500 718/718 [==============================] - 1s 910us/step - loss: 0.4227 - accuracy: 0.8010 Epoch 403/500 718/718 [==============================] - 1s 910us/step - loss: 0.4231 - accuracy: 0.8010 Epoch 404/500 718/718 [==============================] - 1s 872us/step - loss: 0.4229 - accuracy: 0.8011 Epoch 405/500 718/718 [==============================] - 1s 909us/step - loss: 0.4241 - accuracy: 0.8018 Epoch 406/500 718/718 [==============================] - 1s 886us/step - loss: 0.4235 - accuracy: 0.8001 Epoch 407/500 718/718 [==============================] - 1s 906us/step - loss: 0.4236 - accuracy: 0.8003 Epoch 408/500 718/718 [==============================] - 1s 879us/step - loss: 0.4225 - accuracy: 0.7998 Epoch 409/500 718/718 [==============================] - 1s 889us/step - loss: 0.4236 - accuracy: 0.8006 Epoch 410/500 718/718 [==============================] - 1s 877us/step - loss: 0.4231 - accuracy: 0.7993 Epoch 411/500 718/718 [==============================] - 1s 974us/step - loss: 0.4231 - accuracy: 0.8005 Epoch 412/500 718/718 [==============================] - 1s 919us/step - loss: 0.4232 - accuracy: 0.8010 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8010 Epoch 414/500 718/718 [==============================] - 1s 973us/step - loss: 0.4232 - accuracy: 0.8014 Epoch 415/500 718/718 [==============================] - 1s 900us/step - loss: 0.4228 - accuracy: 0.8021 Epoch 416/500 718/718 [==============================] - 1s 945us/step - loss: 0.4235 - accuracy: 0.8016 Epoch 417/500 718/718 [==============================] - 1s 966us/step - loss: 0.4227 - accuracy: 0.7994 Epoch 418/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4238 - accuracy: 0.8018 Epoch 419/500 718/718 [==============================] - 1s 984us/step - loss: 0.4229 - accuracy: 0.7993 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.7989 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8004 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8002 Epoch 423/500 718/718 [==============================] - 1s 948us/step - loss: 0.4240 - accuracy: 0.7997 Epoch 424/500 718/718 [==============================] - 1s 884us/step - loss: 0.4221 - accuracy: 0.8014 Epoch 425/500 718/718 [==============================] - 1s 872us/step - loss: 0.4228 - accuracy: 0.8003 Epoch 426/500 718/718 [==============================] - 1s 980us/step - loss: 0.4232 - accuracy: 0.8009 Epoch 427/500 718/718 [==============================] - 1s 952us/step - loss: 0.4235 - accuracy: 0.7999 Epoch 428/500 718/718 [==============================] - 1s 909us/step - loss: 0.4233 - accuracy: 0.8019 Epoch 429/500 718/718 [==============================] - 1s 876us/step - loss: 0.4229 - accuracy: 0.8009 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.7984 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8003: 0s - loss: 0.4228 - accuracy: Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.7997 Epoch 433/500 718/718 [==============================] - 1s 933us/step - loss: 0.4240 - accuracy: 0.7989 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.7994 Epoch 435/500 718/718 [==============================] - 1s 965us/step - loss: 0.4227 - accuracy: 0.8013 Epoch 436/500 718/718 [==============================] - 1s 907us/step - loss: 0.4232 - accuracy: 0.7996 Epoch 437/500 718/718 [==============================] - 1s 945us/step - loss: 0.4235 - accuracy: 0.7998 Epoch 438/500 718/718 [==============================] - 1s 883us/step - loss: 0.4228 - accuracy: 0.8005 Epoch 439/500 718/718 [==============================] - 1s 880us/step - loss: 0.4232 - accuracy: 0.8008 Epoch 440/500 718/718 [==============================] - 1s 907us/step - loss: 0.4233 - accuracy: 0.8003 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8025 Epoch 442/500 718/718 [==============================] - 1s 940us/step - loss: 0.4236 - accuracy: 0.8003 Epoch 443/500 718/718 [==============================] - 1s 888us/step - loss: 0.4230 - accuracy: 0.7997 Epoch 444/500 718/718 [==============================] - 1s 882us/step - loss: 0.4233 - accuracy: 0.8004 Epoch 445/500 718/718 [==============================] - 1s 998us/step - loss: 0.4232 - accuracy: 0.8018 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.7988 Epoch 447/500 718/718 [==============================] - 1s 924us/step - loss: 0.4230 - accuracy: 0.8006 Epoch 448/500 718/718 [==============================] - 1s 881us/step - loss: 0.4236 - accuracy: 0.8013 Epoch 449/500 718/718 [==============================] - 1s 902us/step - loss: 0.4231 - accuracy: 0.8003 Epoch 450/500 718/718 [==============================] - 1s 894us/step - loss: 0.4230 - accuracy: 0.8010 Epoch 451/500 718/718 [==============================] - 1s 869us/step - loss: 0.4237 - accuracy: 0.8015 Epoch 452/500 718/718 [==============================] - 1s 895us/step - loss: 0.4236 - accuracy: 0.8012 Epoch 453/500 718/718 [==============================] - 1s 872us/step - loss: 0.4230 - accuracy: 0.8000 Epoch 454/500 718/718 [==============================] - 1s 885us/step - loss: 0.4239 - accuracy: 0.7996 Epoch 455/500 718/718 [==============================] - 1s 897us/step - loss: 0.4224 - accuracy: 0.8017 Epoch 456/500 718/718 [==============================] - 1s 885us/step - loss: 0.4233 - accuracy: 0.7990 Epoch 457/500 718/718 [==============================] - 1s 903us/step - loss: 0.4231 - accuracy: 0.7988 Epoch 458/500 718/718 [==============================] - 1s 934us/step - loss: 0.4230 - accuracy: 0.7990 Epoch 459/500 718/718 [==============================] - 1s 900us/step - loss: 0.4232 - accuracy: 0.8006 Epoch 460/500 718/718 [==============================] - 1s 903us/step - loss: 0.4231 - accuracy: 0.8005 Epoch 461/500 718/718 [==============================] - 1s 904us/step - loss: 0.4232 - accuracy: 0.7989 Epoch 462/500 718/718 [==============================] - 1s 879us/step - loss: 0.4232 - accuracy: 0.8011 Epoch 463/500 718/718 [==============================] - 1s 906us/step - loss: 0.4229 - accuracy: 0.8015 Epoch 464/500 718/718 [==============================] - 1s 911us/step - loss: 0.4226 - accuracy: 0.8024 Epoch 465/500 718/718 [==============================] - 1s 897us/step - loss: 0.4230 - accuracy: 0.7999 Epoch 466/500 718/718 [==============================] - 1s 980us/step - loss: 0.4230 - accuracy: 0.8011 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.8007 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8008 Epoch 469/500 718/718 [==============================] - 1s 926us/step - loss: 0.4239 - accuracy: 0.79970s - loss: 0.4197 - accu Epoch 470/500 718/718 [==============================] - 1s 895us/step - loss: 0.4231 - accuracy: 0.8017 Epoch 471/500 718/718 [==============================] - 1s 882us/step - loss: 0.4233 - accuracy: 0.7999 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7996 Epoch 473/500 718/718 [==============================] - 1s 920us/step - loss: 0.4227 - accuracy: 0.8007 Epoch 474/500 718/718 [==============================] - 1s 877us/step - loss: 0.4228 - accuracy: 0.8014 Epoch 475/500 718/718 [==============================] - 1s 892us/step - loss: 0.4231 - accuracy: 0.8010 Epoch 476/500 718/718 [==============================] - 1s 897us/step - loss: 0.4239 - accuracy: 0.7983 Epoch 477/500 718/718 [==============================] - 1s 887us/step - loss: 0.4231 - accuracy: 0.8015 Epoch 478/500 718/718 [==============================] - 1s 871us/step - loss: 0.4230 - accuracy: 0.8010 Epoch 479/500 718/718 [==============================] - 1s 882us/step - loss: 0.4228 - accuracy: 0.80080s - loss: 0.4249 - accuracy: Epoch 480/500 718/718 [==============================] - 1s 874us/step - loss: 0.4230 - accuracy: 0.7993 Epoch 481/500 718/718 [==============================] - 1s 883us/step - loss: 0.4233 - accuracy: 0.7999 Epoch 482/500 718/718 [==============================] - 1s 877us/step - loss: 0.4230 - accuracy: 0.7993 Epoch 483/500 718/718 [==============================] - 1s 876us/step - loss: 0.4229 - accuracy: 0.8020 Epoch 484/500 718/718 [==============================] - 1s 888us/step - loss: 0.4229 - accuracy: 0.8000 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.7992 Epoch 486/500 718/718 [==============================] - 1s 883us/step - loss: 0.4228 - accuracy: 0.8007 Epoch 487/500 718/718 [==============================] - 1s 906us/step - loss: 0.4228 - accuracy: 0.8010 Epoch 488/500 718/718 [==============================] - 1s 870us/step - loss: 0.4235 - accuracy: 0.8005 Epoch 489/500 718/718 [==============================] - 1s 917us/step - loss: 0.4226 - accuracy: 0.7983 Epoch 490/500 718/718 [==============================] - 1s 875us/step - loss: 0.4228 - accuracy: 0.8017 Epoch 491/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.7990 Epoch 492/500 718/718 [==============================] - 1s 986us/step - loss: 0.4228 - accuracy: 0.8014 Epoch 493/500 718/718 [==============================] - 1s 909us/step - loss: 0.4229 - accuracy: 0.7997 Epoch 494/500 718/718 [==============================] - 1s 883us/step - loss: 0.4229 - accuracy: 0.8007 Epoch 495/500 718/718 [==============================] - 1s 874us/step - loss: 0.4230 - accuracy: 0.8004 Epoch 496/500 718/718 [==============================] - 1s 881us/step - loss: 0.4227 - accuracy: 0.8036 Epoch 497/500 718/718 [==============================] - 1s 876us/step - loss: 0.4230 - accuracy: 0.8010 Epoch 498/500 718/718 [==============================] - 1s 892us/step - loss: 0.4228 - accuracy: 0.8013 Epoch 499/500 718/718 [==============================] - 1s 884us/step - loss: 0.4233 - accuracy: 0.7998 Epoch 500/500 718/718 [==============================] - 1s 886us/step - loss: 0.4229 - accuracy: 0.8017 Epoch 1/500 718/718 [==============================] - 1s 963us/step - loss: 0.6393 - accuracy: 0.6620 Epoch 2/500 718/718 [==============================] - 1s 936us/step - loss: 0.5503 - accuracy: 0.7355 Epoch 3/500 718/718 [==============================] - 1s 929us/step - loss: 0.5257 - accuracy: 0.7460 Epoch 4/500 718/718 [==============================] - 1s 929us/step - loss: 0.5028 - accuracy: 0.7570 Epoch 5/500 718/718 [==============================] - 1s 939us/step - loss: 0.4865 - accuracy: 0.7613 Epoch 6/500 718/718 [==============================] - 1s 980us/step - loss: 0.4768 - accuracy: 0.7674 Epoch 7/500 718/718 [==============================] - 1s 884us/step - loss: 0.4706 - accuracy: 0.7702 Epoch 8/500 718/718 [==============================] - 1s 901us/step - loss: 0.4677 - accuracy: 0.7713 Epoch 9/500 718/718 [==============================] - 1s 865us/step - loss: 0.4653 - accuracy: 0.7702 Epoch 10/500 718/718 [==============================] - 1s 887us/step - loss: 0.4631 - accuracy: 0.7731 Epoch 11/500 718/718 [==============================] - 1s 872us/step - loss: 0.4616 - accuracy: 0.7728 Epoch 12/500 718/718 [==============================] - 1s 851us/step - loss: 0.4599 - accuracy: 0.7761 Epoch 13/500 718/718 [==============================] - 1s 861us/step - loss: 0.4586 - accuracy: 0.7749 Epoch 14/500 718/718 [==============================] - 1s 855us/step - loss: 0.4574 - accuracy: 0.7781 Epoch 15/500 718/718 [==============================] - 1s 874us/step - loss: 0.4565 - accuracy: 0.7780 Epoch 16/500 718/718 [==============================] - 1s 853us/step - loss: 0.4554 - accuracy: 0.7793 Epoch 17/500 718/718 [==============================] - 1s 882us/step - loss: 0.4555 - accuracy: 0.7812 Epoch 18/500 718/718 [==============================] - 1s 855us/step - loss: 0.4551 - accuracy: 0.7793 Epoch 19/500 718/718 [==============================] - 1s 851us/step - loss: 0.4547 - accuracy: 0.7797 Epoch 20/500 718/718 [==============================] - 1s 865us/step - loss: 0.4541 - accuracy: 0.7790 Epoch 21/500 718/718 [==============================] - 1s 872us/step - loss: 0.4535 - accuracy: 0.7804 Epoch 22/500 718/718 [==============================] - 1s 878us/step - loss: 0.4529 - accuracy: 0.7815 Epoch 23/500 718/718 [==============================] - 1s 866us/step - loss: 0.4514 - accuracy: 0.7819 Epoch 24/500 718/718 [==============================] - 1s 893us/step - loss: 0.4504 - accuracy: 0.7814 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7833 Epoch 26/500 718/718 [==============================] - 1s 967us/step - loss: 0.4487 - accuracy: 0.7838 Epoch 27/500 718/718 [==============================] - 1s 864us/step - loss: 0.4484 - accuracy: 0.7834 Epoch 28/500 718/718 [==============================] - 1s 867us/step - loss: 0.4479 - accuracy: 0.7846 Epoch 29/500 718/718 [==============================] - 1s 868us/step - loss: 0.4479 - accuracy: 0.7861 Epoch 30/500 718/718 [==============================] - 1s 872us/step - loss: 0.4473 - accuracy: 0.7838 Epoch 31/500 718/718 [==============================] - 1s 868us/step - loss: 0.4475 - accuracy: 0.7843 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7862 Epoch 33/500 718/718 [==============================] - 1s 990us/step - loss: 0.4463 - accuracy: 0.7856 Epoch 34/500 718/718 [==============================] - 1s 926us/step - loss: 0.4462 - accuracy: 0.7885 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7875 Epoch 36/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4453 - accuracy: 0.7865 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7884 Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7868 Epoch 39/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4446 - accuracy: 0.7881 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4436 - accuracy: 0.7868 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7912 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7875 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4434 - accuracy: 0.7888: 0s - loss: 0.4414 - Epoch 44/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4437 - accuracy: 0.7886 Epoch 45/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4434 - accuracy: 0.7883 Epoch 46/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4430 - accuracy: 0.7898 Epoch 47/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4428 - accuracy: 0.7901 Epoch 48/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4425 - accuracy: 0.7897 Epoch 49/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7878 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4423 - accuracy: 0.7886 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7868 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7876 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7879 Epoch 54/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4412 - accuracy: 0.7913 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7895 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7915 Epoch 57/500 718/718 [==============================] - 1s 879us/step - loss: 0.4410 - accuracy: 0.7891 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7888 Epoch 59/500 718/718 [==============================] - 1s 924us/step - loss: 0.4411 - accuracy: 0.78840s - loss: 0.4341 - accu Epoch 60/500 718/718 [==============================] - 1s 893us/step - loss: 0.4403 - accuracy: 0.7886 Epoch 61/500 718/718 [==============================] - 1s 888us/step - loss: 0.4403 - accuracy: 0.7868 Epoch 62/500 718/718 [==============================] - 1s 884us/step - loss: 0.4405 - accuracy: 0.7911 Epoch 63/500 718/718 [==============================] - 1s 882us/step - loss: 0.4407 - accuracy: 0.7909 Epoch 64/500 718/718 [==============================] - 1s 883us/step - loss: 0.4408 - accuracy: 0.7895 Epoch 65/500 718/718 [==============================] - 1s 896us/step - loss: 0.4408 - accuracy: 0.7925 Epoch 66/500 718/718 [==============================] - 1s 884us/step - loss: 0.4397 - accuracy: 0.7944 Epoch 67/500 718/718 [==============================] - 1s 914us/step - loss: 0.4409 - accuracy: 0.7880 Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7915 Epoch 69/500 718/718 [==============================] - 1s 915us/step - loss: 0.4403 - accuracy: 0.7922 Epoch 70/500 718/718 [==============================] - 1s 894us/step - loss: 0.4402 - accuracy: 0.7926 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7918 Epoch 72/500 718/718 [==============================] - 1s 912us/step - loss: 0.4402 - accuracy: 0.7930 Epoch 73/500 718/718 [==============================] - 1s 918us/step - loss: 0.4403 - accuracy: 0.7921 Epoch 74/500 718/718 [==============================] - 1s 913us/step - loss: 0.4402 - accuracy: 0.7927 Epoch 75/500 718/718 [==============================] - 1s 899us/step - loss: 0.4402 - accuracy: 0.7907 Epoch 76/500 718/718 [==============================] - 1s 999us/step - loss: 0.4398 - accuracy: 0.7924 Epoch 77/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7924 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7919 Epoch 79/500 718/718 [==============================] - 1s 929us/step - loss: 0.4404 - accuracy: 0.79000s - loss: 0.4416 - accu Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7922 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7928 Epoch 82/500 718/718 [==============================] - 1s 882us/step - loss: 0.4403 - accuracy: 0.7900 Epoch 83/500 718/718 [==============================] - 1s 885us/step - loss: 0.4400 - accuracy: 0.7916 Epoch 84/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4400 - accuracy: 0.7890: 0s Epoch 85/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4403 - accuracy: 0.7919 Epoch 86/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4394 - accuracy: 0.7929 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7911 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7910 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7934 Epoch 90/500 718/718 [==============================] - 1s 986us/step - loss: 0.4404 - accuracy: 0.7908 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7912: 0s - loss: 0.4384 - accura Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7883: 0s - loss: 0.4367 - ac Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7938: 0s - loss: 0.4322 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7906 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7919 Epoch 96/500 718/718 [==============================] - 1s 892us/step - loss: 0.4397 - accuracy: 0.7927 Epoch 97/500 718/718 [==============================] - 1s 981us/step - loss: 0.4398 - accuracy: 0.7915 Epoch 98/500 718/718 [==============================] - 1s 937us/step - loss: 0.4400 - accuracy: 0.7906 Epoch 99/500 718/718 [==============================] - 1s 901us/step - loss: 0.4399 - accuracy: 0.7905 Epoch 100/500 718/718 [==============================] - 1s 890us/step - loss: 0.4395 - accuracy: 0.7918 Epoch 101/500 718/718 [==============================] - 1s 878us/step - loss: 0.4398 - accuracy: 0.7929 Epoch 102/500 718/718 [==============================] - 1s 905us/step - loss: 0.4397 - accuracy: 0.7910 Epoch 103/500 718/718 [==============================] - 1s 880us/step - loss: 0.4398 - accuracy: 0.7928 Epoch 104/500 718/718 [==============================] - 1s 877us/step - loss: 0.4398 - accuracy: 0.7930 Epoch 105/500 718/718 [==============================] - 1s 895us/step - loss: 0.4401 - accuracy: 0.7913 Epoch 106/500 718/718 [==============================] - 1s 901us/step - loss: 0.4393 - accuracy: 0.7906 Epoch 107/500 718/718 [==============================] - 1s 883us/step - loss: 0.4393 - accuracy: 0.7954 Epoch 108/500 718/718 [==============================] - 1s 872us/step - loss: 0.4399 - accuracy: 0.7922 Epoch 109/500 718/718 [==============================] - 1s 883us/step - loss: 0.4400 - accuracy: 0.7922 Epoch 110/500 718/718 [==============================] - 1s 882us/step - loss: 0.4400 - accuracy: 0.7932 Epoch 111/500 718/718 [==============================] - 1s 914us/step - loss: 0.4395 - accuracy: 0.7926 Epoch 112/500 718/718 [==============================] - 1s 875us/step - loss: 0.4397 - accuracy: 0.7914 Epoch 113/500 718/718 [==============================] - 1s 893us/step - loss: 0.4399 - accuracy: 0.7925 Epoch 114/500 718/718 [==============================] - 1s 884us/step - loss: 0.4395 - accuracy: 0.79200s - loss: 0.4441 - accuracy: Epoch 115/500 718/718 [==============================] - 1s 873us/step - loss: 0.4392 - accuracy: 0.7918 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7915 Epoch 117/500 718/718 [==============================] - 1s 963us/step - loss: 0.4396 - accuracy: 0.7918 Epoch 118/500 718/718 [==============================] - 1s 897us/step - loss: 0.4397 - accuracy: 0.7908 Epoch 119/500 718/718 [==============================] - 1s 886us/step - loss: 0.4402 - accuracy: 0.7910 Epoch 120/500 718/718 [==============================] - 1s 883us/step - loss: 0.4398 - accuracy: 0.7923 Epoch 121/500 718/718 [==============================] - 1s 880us/step - loss: 0.4394 - accuracy: 0.7914 Epoch 122/500 718/718 [==============================] - 1s 903us/step - loss: 0.4398 - accuracy: 0.7921 Epoch 123/500 718/718 [==============================] - 1s 868us/step - loss: 0.4395 - accuracy: 0.7922 Epoch 124/500 718/718 [==============================] - 1s 873us/step - loss: 0.4396 - accuracy: 0.7908 Epoch 125/500 718/718 [==============================] - 1s 871us/step - loss: 0.4389 - accuracy: 0.7931 Epoch 126/500 718/718 [==============================] - 1s 883us/step - loss: 0.4399 - accuracy: 0.7898 Epoch 127/500 718/718 [==============================] - 1s 895us/step - loss: 0.4399 - accuracy: 0.7912 Epoch 128/500 718/718 [==============================] - 1s 886us/step - loss: 0.4391 - accuracy: 0.7917 Epoch 129/500 718/718 [==============================] - 1s 872us/step - loss: 0.4394 - accuracy: 0.7935 Epoch 130/500 718/718 [==============================] - 1s 965us/step - loss: 0.4393 - accuracy: 0.7917 Epoch 131/500 718/718 [==============================] - 1s 874us/step - loss: 0.4396 - accuracy: 0.7919 Epoch 132/500 718/718 [==============================] - 1s 942us/step - loss: 0.4396 - accuracy: 0.7928 Epoch 133/500 718/718 [==============================] - 1s 880us/step - loss: 0.4395 - accuracy: 0.79030s - loss: 0.4402 - accuracy: 0. Epoch 134/500 718/718 [==============================] - 1s 883us/step - loss: 0.4388 - accuracy: 0.7916 Epoch 135/500 718/718 [==============================] - 1s 878us/step - loss: 0.4392 - accuracy: 0.7909 Epoch 136/500 718/718 [==============================] - 1s 888us/step - loss: 0.4390 - accuracy: 0.7909 Epoch 137/500 718/718 [==============================] - 1s 966us/step - loss: 0.4394 - accuracy: 0.7910 Epoch 138/500 718/718 [==============================] - 1s 953us/step - loss: 0.4390 - accuracy: 0.7949 Epoch 139/500 718/718 [==============================] - 1s 910us/step - loss: 0.4390 - accuracy: 0.7909 Epoch 140/500 718/718 [==============================] - 1s 891us/step - loss: 0.4389 - accuracy: 0.7908 Epoch 141/500 718/718 [==============================] - 1s 872us/step - loss: 0.4394 - accuracy: 0.7916 Epoch 142/500 718/718 [==============================] - 1s 861us/step - loss: 0.4392 - accuracy: 0.7910 Epoch 143/500 718/718 [==============================] - 1s 863us/step - loss: 0.4380 - accuracy: 0.7936 Epoch 144/500 718/718 [==============================] - 1s 863us/step - loss: 0.4390 - accuracy: 0.7915 Epoch 145/500 718/718 [==============================] - 1s 869us/step - loss: 0.4394 - accuracy: 0.7910 Epoch 146/500 718/718 [==============================] - 1s 857us/step - loss: 0.4389 - accuracy: 0.7925 Epoch 147/500 718/718 [==============================] - 1s 869us/step - loss: 0.4388 - accuracy: 0.7908 Epoch 148/500 718/718 [==============================] - 1s 870us/step - loss: 0.4387 - accuracy: 0.7917 Epoch 149/500 718/718 [==============================] - 1s 859us/step - loss: 0.4388 - accuracy: 0.7922 Epoch 150/500 718/718 [==============================] - 1s 872us/step - loss: 0.4387 - accuracy: 0.7921 Epoch 151/500 718/718 [==============================] - 1s 853us/step - loss: 0.4384 - accuracy: 0.7935 Epoch 152/500 718/718 [==============================] - 1s 884us/step - loss: 0.4386 - accuracy: 0.7895 Epoch 153/500 718/718 [==============================] - 1s 900us/step - loss: 0.4386 - accuracy: 0.7913 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7926 Epoch 155/500 718/718 [==============================] - 1s 948us/step - loss: 0.4385 - accuracy: 0.7921 Epoch 156/500 718/718 [==============================] - 1s 941us/step - loss: 0.4382 - accuracy: 0.7933 Epoch 157/500 718/718 [==============================] - 1s 878us/step - loss: 0.4390 - accuracy: 0.7909 Epoch 158/500 718/718 [==============================] - 1s 886us/step - loss: 0.4388 - accuracy: 0.7915 Epoch 159/500 718/718 [==============================] - 1s 882us/step - loss: 0.4382 - accuracy: 0.7942 Epoch 160/500 718/718 [==============================] - 1s 873us/step - loss: 0.4386 - accuracy: 0.7924 Epoch 161/500 718/718 [==============================] - 1s 872us/step - loss: 0.4385 - accuracy: 0.7921 Epoch 162/500 718/718 [==============================] - 1s 909us/step - loss: 0.4388 - accuracy: 0.7908 Epoch 163/500 718/718 [==============================] - 1s 874us/step - loss: 0.4385 - accuracy: 0.7926 Epoch 164/500 718/718 [==============================] - 1s 882us/step - loss: 0.4384 - accuracy: 0.7915 Epoch 165/500 718/718 [==============================] - 1s 886us/step - loss: 0.4387 - accuracy: 0.7918 Epoch 166/500 718/718 [==============================] - 1s 870us/step - loss: 0.4388 - accuracy: 0.7917 Epoch 167/500 718/718 [==============================] - 1s 899us/step - loss: 0.4383 - accuracy: 0.79300s - loss: 0.4307 - accura Epoch 168/500 718/718 [==============================] - 1s 866us/step - loss: 0.4382 - accuracy: 0.7920 Epoch 169/500 718/718 [==============================] - 1s 888us/step - loss: 0.4379 - accuracy: 0.7921 Epoch 170/500 718/718 [==============================] - 1s 884us/step - loss: 0.4380 - accuracy: 0.7922 Epoch 171/500 718/718 [==============================] - 1s 879us/step - loss: 0.4383 - accuracy: 0.7922 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7916 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7936 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7922 Epoch 175/500 718/718 [==============================] - 1s 918us/step - loss: 0.4383 - accuracy: 0.7918 Epoch 176/500 718/718 [==============================] - 1s 892us/step - loss: 0.4382 - accuracy: 0.7898 Epoch 177/500 718/718 [==============================] - 1s 892us/step - loss: 0.4384 - accuracy: 0.7915 Epoch 178/500 718/718 [==============================] - 1s 881us/step - loss: 0.4382 - accuracy: 0.7929 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4379 - accuracy: 0.7939 Epoch 180/500 718/718 [==============================] - 1s 925us/step - loss: 0.4382 - accuracy: 0.7920 Epoch 181/500 718/718 [==============================] - 1s 869us/step - loss: 0.4375 - accuracy: 0.7942 Epoch 182/500 718/718 [==============================] - 1s 967us/step - loss: 0.4380 - accuracy: 0.7943 Epoch 183/500 718/718 [==============================] - 1s 988us/step - loss: 0.4380 - accuracy: 0.7931 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4382 - accuracy: 0.7935 Epoch 185/500 718/718 [==============================] - 1s 874us/step - loss: 0.4379 - accuracy: 0.7911 Epoch 186/500 718/718 [==============================] - 1s 894us/step - loss: 0.4381 - accuracy: 0.7941 Epoch 187/500 718/718 [==============================] - 1s 881us/step - loss: 0.4373 - accuracy: 0.7929 Epoch 188/500 718/718 [==============================] - 1s 873us/step - loss: 0.4375 - accuracy: 0.79260s - loss: 0.4377 - accuracy: Epoch 189/500 718/718 [==============================] - 1s 872us/step - loss: 0.4378 - accuracy: 0.7903 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4376 - accuracy: 0.7931 Epoch 191/500 718/718 [==============================] - 1s 920us/step - loss: 0.4378 - accuracy: 0.7918 Epoch 192/500 718/718 [==============================] - 1s 899us/step - loss: 0.4372 - accuracy: 0.7943 Epoch 193/500 718/718 [==============================] - 1s 879us/step - loss: 0.4370 - accuracy: 0.7922 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7933 Epoch 195/500 718/718 [==============================] - 1s 935us/step - loss: 0.4369 - accuracy: 0.7930 Epoch 196/500 718/718 [==============================] - 1s 877us/step - loss: 0.4361 - accuracy: 0.7935 Epoch 197/500 718/718 [==============================] - 1s 894us/step - loss: 0.4364 - accuracy: 0.7933 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7962 Epoch 199/500 718/718 [==============================] - 1s 933us/step - loss: 0.4363 - accuracy: 0.7952 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7915 Epoch 201/500 718/718 [==============================] - 1s 980us/step - loss: 0.4361 - accuracy: 0.7930 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7937: 0s - loss: 0.4328 - accuracy: - ETA: 0s - loss: 0.4338 - accu Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4349 - accuracy: 0.7938 Epoch 204/500 718/718 [==============================] - 1s 987us/step - loss: 0.4353 - accuracy: 0.7942 Epoch 205/500 718/718 [==============================] - 1s 943us/step - loss: 0.4349 - accuracy: 0.7921 Epoch 206/500 718/718 [==============================] - 1s 882us/step - loss: 0.4348 - accuracy: 0.7920 Epoch 207/500 718/718 [==============================] - 1s 958us/step - loss: 0.4346 - accuracy: 0.7939 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7922 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7931 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7923 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.7936 Epoch 212/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4338 - accuracy: 0.7912 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7926 Epoch 214/500 718/718 [==============================] - 1s 970us/step - loss: 0.4338 - accuracy: 0.7941 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7931 Epoch 216/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4332 - accuracy: 0.7939 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7940: 0s - loss: 0.4316 - accuracy: Epoch 218/500 718/718 [==============================] - 1s 986us/step - loss: 0.4333 - accuracy: 0.7936 Epoch 219/500 718/718 [==============================] - 1s 931us/step - loss: 0.4326 - accuracy: 0.7940 Epoch 220/500 718/718 [==============================] - 1s 878us/step - loss: 0.4337 - accuracy: 0.7931 Epoch 221/500 718/718 [==============================] - 1s 862us/step - loss: 0.4330 - accuracy: 0.7959 Epoch 222/500 718/718 [==============================] - 1s 864us/step - loss: 0.4327 - accuracy: 0.7946 Epoch 223/500 718/718 [==============================] - 1s 861us/step - loss: 0.4330 - accuracy: 0.7942 Epoch 224/500 718/718 [==============================] - 1s 874us/step - loss: 0.4328 - accuracy: 0.7949 Epoch 225/500 718/718 [==============================] - 1s 850us/step - loss: 0.4326 - accuracy: 0.7968 Epoch 226/500 718/718 [==============================] - 1s 856us/step - loss: 0.4328 - accuracy: 0.7929 Epoch 227/500 718/718 [==============================] - 1s 869us/step - loss: 0.4331 - accuracy: 0.7953 Epoch 228/500 718/718 [==============================] - 1s 856us/step - loss: 0.4328 - accuracy: 0.7943 Epoch 229/500 718/718 [==============================] - 1s 847us/step - loss: 0.4326 - accuracy: 0.7949 Epoch 230/500 718/718 [==============================] - 1s 939us/step - loss: 0.4328 - accuracy: 0.7937 Epoch 231/500 718/718 [==============================] - 1s 941us/step - loss: 0.4323 - accuracy: 0.7941 Epoch 232/500 718/718 [==============================] - 1s 865us/step - loss: 0.4327 - accuracy: 0.7930 Epoch 233/500 718/718 [==============================] - 1s 878us/step - loss: 0.4325 - accuracy: 0.7947 Epoch 234/500 718/718 [==============================] - 1s 898us/step - loss: 0.4317 - accuracy: 0.7963 Epoch 235/500 718/718 [==============================] - 1s 882us/step - loss: 0.4329 - accuracy: 0.7934 Epoch 236/500 718/718 [==============================] - 1s 864us/step - loss: 0.4324 - accuracy: 0.7939 Epoch 237/500 718/718 [==============================] - 1s 991us/step - loss: 0.4325 - accuracy: 0.7951 Epoch 238/500 718/718 [==============================] - 1s 879us/step - loss: 0.4322 - accuracy: 0.7954 Epoch 239/500 718/718 [==============================] - 1s 860us/step - loss: 0.4322 - accuracy: 0.7949 Epoch 240/500 718/718 [==============================] - 1s 885us/step - loss: 0.4322 - accuracy: 0.7962 Epoch 241/500 718/718 [==============================] - 1s 879us/step - loss: 0.4318 - accuracy: 0.7929 Epoch 242/500 718/718 [==============================] - 1s 867us/step - loss: 0.4323 - accuracy: 0.7965 Epoch 243/500 718/718 [==============================] - 1s 877us/step - loss: 0.4331 - accuracy: 0.7924 Epoch 244/500 718/718 [==============================] - 1s 869us/step - loss: 0.4317 - accuracy: 0.7961 Epoch 245/500 718/718 [==============================] - 1s 879us/step - loss: 0.4325 - accuracy: 0.7942 Epoch 246/500 718/718 [==============================] - 1s 874us/step - loss: 0.4320 - accuracy: 0.79760s - loss: 0.4289 - accu Epoch 247/500 718/718 [==============================] - 1s 898us/step - loss: 0.4328 - accuracy: 0.7963 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7939 Epoch 249/500 718/718 [==============================] - 1s 916us/step - loss: 0.4323 - accuracy: 0.7955 Epoch 250/500 718/718 [==============================] - 1s 877us/step - loss: 0.4321 - accuracy: 0.7974 Epoch 251/500 718/718 [==============================] - 1s 863us/step - loss: 0.4328 - accuracy: 0.7947 Epoch 252/500 718/718 [==============================] - 1s 879us/step - loss: 0.4322 - accuracy: 0.7941 Epoch 253/500 718/718 [==============================] - 1s 857us/step - loss: 0.4323 - accuracy: 0.7960 Epoch 254/500 718/718 [==============================] - 1s 867us/step - loss: 0.4325 - accuracy: 0.7954 Epoch 255/500 718/718 [==============================] - 1s 869us/step - loss: 0.4322 - accuracy: 0.7981 Epoch 256/500 718/718 [==============================] - 1s 855us/step - loss: 0.4321 - accuracy: 0.7953 Epoch 257/500 718/718 [==============================] - 1s 871us/step - loss: 0.4324 - accuracy: 0.7933 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7954 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7956 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7939 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7962 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7952 Epoch 263/500 718/718 [==============================] - 1s 993us/step - loss: 0.4321 - accuracy: 0.7966 Epoch 264/500 718/718 [==============================] - 1s 945us/step - loss: 0.4325 - accuracy: 0.7942 Epoch 265/500 718/718 [==============================] - 1s 879us/step - loss: 0.4325 - accuracy: 0.7942 Epoch 266/500 718/718 [==============================] - 1s 902us/step - loss: 0.4324 - accuracy: 0.7938 Epoch 267/500 718/718 [==============================] - 1s 980us/step - loss: 0.4318 - accuracy: 0.7963 Epoch 268/500 718/718 [==============================] - 1s 955us/step - loss: 0.4320 - accuracy: 0.7954 Epoch 269/500 718/718 [==============================] - 1s 963us/step - loss: 0.4321 - accuracy: 0.7947 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7944 Epoch 271/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7949 Epoch 272/500 718/718 [==============================] - 1s 885us/step - loss: 0.4317 - accuracy: 0.7950 Epoch 273/500 718/718 [==============================] - 1s 889us/step - loss: 0.4310 - accuracy: 0.7957 Epoch 274/500 718/718 [==============================] - 1s 967us/step - loss: 0.4316 - accuracy: 0.7965 Epoch 275/500 718/718 [==============================] - 1s 936us/step - loss: 0.4306 - accuracy: 0.7978 Epoch 276/500 718/718 [==============================] - 1s 900us/step - loss: 0.4309 - accuracy: 0.7946 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7941 Epoch 278/500 718/718 [==============================] - 1s 894us/step - loss: 0.4309 - accuracy: 0.7978 Epoch 279/500 718/718 [==============================] - 1s 921us/step - loss: 0.4308 - accuracy: 0.7963 Epoch 280/500 718/718 [==============================] - 1s 867us/step - loss: 0.4314 - accuracy: 0.7961 Epoch 281/500 718/718 [==============================] - 1s 867us/step - loss: 0.4309 - accuracy: 0.7966 Epoch 282/500 718/718 [==============================] - 1s 876us/step - loss: 0.4312 - accuracy: 0.7969 Epoch 283/500 718/718 [==============================] - 1s 858us/step - loss: 0.4306 - accuracy: 0.7963 Epoch 284/500 718/718 [==============================] - 1s 869us/step - loss: 0.4307 - accuracy: 0.7951 Epoch 285/500 718/718 [==============================] - 1s 861us/step - loss: 0.4312 - accuracy: 0.7962 Epoch 286/500 718/718 [==============================] - 1s 860us/step - loss: 0.4304 - accuracy: 0.7987 Epoch 287/500 718/718 [==============================] - 1s 877us/step - loss: 0.4307 - accuracy: 0.7971 Epoch 288/500 718/718 [==============================] - 1s 858us/step - loss: 0.4307 - accuracy: 0.7969 Epoch 289/500 718/718 [==============================] - 1s 940us/step - loss: 0.4309 - accuracy: 0.7965 Epoch 290/500 718/718 [==============================] - 1s 864us/step - loss: 0.4311 - accuracy: 0.7955 Epoch 291/500 718/718 [==============================] - 1s 868us/step - loss: 0.4312 - accuracy: 0.7988 Epoch 292/500 718/718 [==============================] - 1s 870us/step - loss: 0.4310 - accuracy: 0.7942 Epoch 293/500 718/718 [==============================] - 1s 865us/step - loss: 0.4309 - accuracy: 0.7969 Epoch 294/500 718/718 [==============================] - 1s 860us/step - loss: 0.4306 - accuracy: 0.7973 Epoch 295/500 718/718 [==============================] - 1s 868us/step - loss: 0.4304 - accuracy: 0.7961 Epoch 296/500 718/718 [==============================] - 1s 876us/step - loss: 0.4308 - accuracy: 0.7960 Epoch 297/500 718/718 [==============================] - 1s 892us/step - loss: 0.4309 - accuracy: 0.7967 Epoch 298/500 718/718 [==============================] - 1s 887us/step - loss: 0.4302 - accuracy: 0.7961 Epoch 299/500 718/718 [==============================] - 1s 855us/step - loss: 0.4303 - accuracy: 0.7969 Epoch 300/500 718/718 [==============================] - 1s 883us/step - loss: 0.4308 - accuracy: 0.7974 Epoch 301/500 718/718 [==============================] - 1s 866us/step - loss: 0.4302 - accuracy: 0.7958 Epoch 302/500 718/718 [==============================] - 1s 857us/step - loss: 0.4306 - accuracy: 0.7963 Epoch 303/500 718/718 [==============================] - 1s 868us/step - loss: 0.4304 - accuracy: 0.7979 Epoch 304/500 718/718 [==============================] - 1s 898us/step - loss: 0.4301 - accuracy: 0.7961 Epoch 305/500 718/718 [==============================] - 1s 857us/step - loss: 0.4306 - accuracy: 0.7950 Epoch 306/500 718/718 [==============================] - 1s 870us/step - loss: 0.4305 - accuracy: 0.7968 Epoch 307/500 718/718 [==============================] - 1s 859us/step - loss: 0.4303 - accuracy: 0.7976 Epoch 308/500 718/718 [==============================] - 1s 886us/step - loss: 0.4308 - accuracy: 0.7970 Epoch 309/500 718/718 [==============================] - 1s 865us/step - loss: 0.4306 - accuracy: 0.7969 Epoch 310/500 718/718 [==============================] - 1s 871us/step - loss: 0.4301 - accuracy: 0.7975 Epoch 311/500 718/718 [==============================] - 1s 870us/step - loss: 0.4307 - accuracy: 0.7979 Epoch 312/500 718/718 [==============================] - 1s 872us/step - loss: 0.4303 - accuracy: 0.7959 Epoch 313/500 718/718 [==============================] - 1s 852us/step - loss: 0.4307 - accuracy: 0.7980 Epoch 314/500 718/718 [==============================] - 1s 875us/step - loss: 0.4302 - accuracy: 0.7958 Epoch 315/500 718/718 [==============================] - 1s 862us/step - loss: 0.4300 - accuracy: 0.7974 Epoch 316/500 718/718 [==============================] - 1s 882us/step - loss: 0.4304 - accuracy: 0.7972 Epoch 317/500 718/718 [==============================] - 1s 866us/step - loss: 0.4307 - accuracy: 0.7984 Epoch 318/500 718/718 [==============================] - 1s 870us/step - loss: 0.4298 - accuracy: 0.7970 Epoch 319/500 718/718 [==============================] - 1s 865us/step - loss: 0.4305 - accuracy: 0.7961 Epoch 320/500 718/718 [==============================] - 1s 873us/step - loss: 0.4297 - accuracy: 0.7976 Epoch 321/500 718/718 [==============================] - 1s 859us/step - loss: 0.4303 - accuracy: 0.7963 Epoch 322/500 718/718 [==============================] - 1s 865us/step - loss: 0.4308 - accuracy: 0.7985 Epoch 323/500 718/718 [==============================] - 1s 862us/step - loss: 0.4303 - accuracy: 0.7983 Epoch 324/500 718/718 [==============================] - 1s 858us/step - loss: 0.4304 - accuracy: 0.7971 Epoch 325/500 718/718 [==============================] - 1s 863us/step - loss: 0.4301 - accuracy: 0.7984 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7976 Epoch 327/500 718/718 [==============================] - 1s 944us/step - loss: 0.4297 - accuracy: 0.7974 Epoch 328/500 718/718 [==============================] - 1s 892us/step - loss: 0.4298 - accuracy: 0.7983 Epoch 329/500 718/718 [==============================] - 1s 955us/step - loss: 0.4300 - accuracy: 0.7977 Epoch 330/500 718/718 [==============================] - 1s 878us/step - loss: 0.4298 - accuracy: 0.7963 Epoch 331/500 718/718 [==============================] - 1s 895us/step - loss: 0.4306 - accuracy: 0.79640s - loss: 0.4334 - accuracy Epoch 332/500 718/718 [==============================] - 1s 885us/step - loss: 0.4302 - accuracy: 0.7967 Epoch 333/500 718/718 [==============================] - 1s 870us/step - loss: 0.4303 - accuracy: 0.7972 Epoch 334/500 718/718 [==============================] - 1s 884us/step - loss: 0.4302 - accuracy: 0.7973 Epoch 335/500 718/718 [==============================] - 1s 890us/step - loss: 0.4306 - accuracy: 0.7972 Epoch 336/500 718/718 [==============================] - 1s 867us/step - loss: 0.4296 - accuracy: 0.7958 Epoch 337/500 718/718 [==============================] - 1s 877us/step - loss: 0.4301 - accuracy: 0.7946 Epoch 338/500 718/718 [==============================] - 1s 851us/step - loss: 0.4307 - accuracy: 0.7982 Epoch 339/500 718/718 [==============================] - 1s 884us/step - loss: 0.4297 - accuracy: 0.7968 Epoch 340/500 718/718 [==============================] - 1s 861us/step - loss: 0.4296 - accuracy: 0.7956 Epoch 341/500 718/718 [==============================] - 1s 862us/step - loss: 0.4300 - accuracy: 0.7971 Epoch 342/500 718/718 [==============================] - 1s 868us/step - loss: 0.4298 - accuracy: 0.7968 Epoch 343/500 718/718 [==============================] - 1s 857us/step - loss: 0.4294 - accuracy: 0.7952 Epoch 344/500 718/718 [==============================] - 1s 872us/step - loss: 0.4302 - accuracy: 0.7962 Epoch 345/500 718/718 [==============================] - 1s 883us/step - loss: 0.4301 - accuracy: 0.7957 Epoch 346/500 718/718 [==============================] - 1s 867us/step - loss: 0.4305 - accuracy: 0.7949 Epoch 347/500 718/718 [==============================] - 1s 865us/step - loss: 0.4301 - accuracy: 0.7976 Epoch 348/500 718/718 [==============================] - 1s 865us/step - loss: 0.4299 - accuracy: 0.7940 Epoch 349/500 718/718 [==============================] - 1s 861us/step - loss: 0.4298 - accuracy: 0.7963 Epoch 350/500 718/718 [==============================] - 1s 943us/step - loss: 0.4301 - accuracy: 0.7951 Epoch 351/500 718/718 [==============================] - 1s 880us/step - loss: 0.4300 - accuracy: 0.7965 Epoch 352/500 718/718 [==============================] - 1s 858us/step - loss: 0.4297 - accuracy: 0.7972 Epoch 353/500 718/718 [==============================] - 1s 875us/step - loss: 0.4305 - accuracy: 0.7949 Epoch 354/500 718/718 [==============================] - 1s 855us/step - loss: 0.4297 - accuracy: 0.7969 Epoch 355/500 718/718 [==============================] - 1s 887us/step - loss: 0.4297 - accuracy: 0.7975 Epoch 356/500 718/718 [==============================] - 1s 866us/step - loss: 0.4301 - accuracy: 0.7977 Epoch 357/500 718/718 [==============================] - 1s 879us/step - loss: 0.4295 - accuracy: 0.7969 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7962 Epoch 359/500 718/718 [==============================] - 1s 933us/step - loss: 0.4294 - accuracy: 0.7978 Epoch 360/500 718/718 [==============================] - 1s 892us/step - loss: 0.4297 - accuracy: 0.7977 Epoch 361/500 718/718 [==============================] - 1s 893us/step - loss: 0.4300 - accuracy: 0.7959 Epoch 362/500 718/718 [==============================] - 1s 881us/step - loss: 0.4303 - accuracy: 0.7958 Epoch 363/500 718/718 [==============================] - 1s 890us/step - loss: 0.4301 - accuracy: 0.7959 Epoch 364/500 718/718 [==============================] - 1s 886us/step - loss: 0.4300 - accuracy: 0.7963 Epoch 365/500 718/718 [==============================] - 1s 885us/step - loss: 0.4300 - accuracy: 0.7971 Epoch 366/500 718/718 [==============================] - 1s 881us/step - loss: 0.4293 - accuracy: 0.7983 Epoch 367/500 718/718 [==============================] - 1s 891us/step - loss: 0.4297 - accuracy: 0.7971 Epoch 368/500 718/718 [==============================] - 1s 879us/step - loss: 0.4298 - accuracy: 0.7957 Epoch 369/500 718/718 [==============================] - 1s 881us/step - loss: 0.4302 - accuracy: 0.7977 Epoch 370/500 718/718 [==============================] - 1s 892us/step - loss: 0.4299 - accuracy: 0.7969 Epoch 371/500 718/718 [==============================] - 1s 901us/step - loss: 0.4293 - accuracy: 0.7956 Epoch 372/500 718/718 [==============================] - 1s 900us/step - loss: 0.4293 - accuracy: 0.7971 Epoch 373/500 718/718 [==============================] - 1s 935us/step - loss: 0.4294 - accuracy: 0.7964 Epoch 374/500 718/718 [==============================] - 1s 883us/step - loss: 0.4299 - accuracy: 0.7974 Epoch 375/500 718/718 [==============================] - 1s 897us/step - loss: 0.4301 - accuracy: 0.7963 Epoch 376/500 718/718 [==============================] - 1s 904us/step - loss: 0.4292 - accuracy: 0.7968 Epoch 377/500 718/718 [==============================] - 1s 918us/step - loss: 0.4298 - accuracy: 0.7968 Epoch 378/500 718/718 [==============================] - 1s 982us/step - loss: 0.4296 - accuracy: 0.79690s - loss: 0.4341 - accuracy: Epoch 379/500 718/718 [==============================] - 1s 898us/step - loss: 0.4291 - accuracy: 0.79530s - loss: 0.4287 - ac Epoch 380/500 718/718 [==============================] - 1s 863us/step - loss: 0.4299 - accuracy: 0.7956 Epoch 381/500 718/718 [==============================] - 1s 873us/step - loss: 0.4296 - accuracy: 0.7969 Epoch 382/500 718/718 [==============================] - 1s 869us/step - loss: 0.4299 - accuracy: 0.7977 Epoch 383/500 718/718 [==============================] - 1s 861us/step - loss: 0.4294 - accuracy: 0.7978 Epoch 384/500 718/718 [==============================] - 1s 864us/step - loss: 0.4293 - accuracy: 0.7959 Epoch 385/500 718/718 [==============================] - 1s 863us/step - loss: 0.4297 - accuracy: 0.7979 Epoch 386/500 718/718 [==============================] - 1s 899us/step - loss: 0.4303 - accuracy: 0.7951 Epoch 387/500 718/718 [==============================] - 1s 896us/step - loss: 0.4296 - accuracy: 0.7966 Epoch 388/500 718/718 [==============================] - 1s 872us/step - loss: 0.4296 - accuracy: 0.7982 Epoch 389/500 718/718 [==============================] - 1s 866us/step - loss: 0.4299 - accuracy: 0.7964 Epoch 390/500 718/718 [==============================] - 1s 869us/step - loss: 0.4299 - accuracy: 0.7942 Epoch 391/500 718/718 [==============================] - 1s 879us/step - loss: 0.4295 - accuracy: 0.7970 Epoch 392/500 718/718 [==============================] - 1s 901us/step - loss: 0.4292 - accuracy: 0.7975 Epoch 393/500 718/718 [==============================] - 1s 869us/step - loss: 0.4297 - accuracy: 0.7970 Epoch 394/500 718/718 [==============================] - 1s 911us/step - loss: 0.4297 - accuracy: 0.7966 Epoch 395/500 718/718 [==============================] - 1s 888us/step - loss: 0.4285 - accuracy: 0.7991 Epoch 396/500 718/718 [==============================] - 1s 878us/step - loss: 0.4301 - accuracy: 0.7983 Epoch 397/500 718/718 [==============================] - 1s 881us/step - loss: 0.4299 - accuracy: 0.7962 Epoch 398/500 718/718 [==============================] - 1s 971us/step - loss: 0.4289 - accuracy: 0.7975 Epoch 399/500 718/718 [==============================] - 1s 964us/step - loss: 0.4299 - accuracy: 0.7994 Epoch 400/500 718/718 [==============================] - 1s 925us/step - loss: 0.4287 - accuracy: 0.7942 Epoch 401/500 718/718 [==============================] - 1s 882us/step - loss: 0.4294 - accuracy: 0.7979 Epoch 402/500 718/718 [==============================] - 1s 901us/step - loss: 0.4298 - accuracy: 0.7963 Epoch 403/500 718/718 [==============================] - 1s 883us/step - loss: 0.4293 - accuracy: 0.7973 Epoch 404/500 718/718 [==============================] - 1s 887us/step - loss: 0.4298 - accuracy: 0.7962 Epoch 405/500 718/718 [==============================] - 1s 874us/step - loss: 0.4289 - accuracy: 0.7959 Epoch 406/500 718/718 [==============================] - 1s 889us/step - loss: 0.4296 - accuracy: 0.7990 Epoch 407/500 718/718 [==============================] - 1s 878us/step - loss: 0.4290 - accuracy: 0.7965 Epoch 408/500 718/718 [==============================] - 1s 881us/step - loss: 0.4295 - accuracy: 0.7977 Epoch 409/500 718/718 [==============================] - 1s 885us/step - loss: 0.4299 - accuracy: 0.7964 Epoch 410/500 718/718 [==============================] - 1s 873us/step - loss: 0.4294 - accuracy: 0.7949 Epoch 411/500 718/718 [==============================] - 1s 935us/step - loss: 0.4295 - accuracy: 0.7980 Epoch 412/500 718/718 [==============================] - 1s 886us/step - loss: 0.4298 - accuracy: 0.7982 Epoch 413/500 718/718 [==============================] - 1s 896us/step - loss: 0.4297 - accuracy: 0.7956 Epoch 414/500 718/718 [==============================] - 1s 869us/step - loss: 0.4295 - accuracy: 0.7975 Epoch 415/500 718/718 [==============================] - 1s 872us/step - loss: 0.4290 - accuracy: 0.7974 Epoch 416/500 718/718 [==============================] - 1s 921us/step - loss: 0.4292 - accuracy: 0.7957 Epoch 417/500 718/718 [==============================] - 1s 901us/step - loss: 0.4292 - accuracy: 0.7966 Epoch 418/500 718/718 [==============================] - 1s 891us/step - loss: 0.4298 - accuracy: 0.7969 Epoch 419/500 718/718 [==============================] - 1s 883us/step - loss: 0.4293 - accuracy: 0.7967 Epoch 420/500 718/718 [==============================] - 1s 899us/step - loss: 0.4297 - accuracy: 0.7994 Epoch 421/500 718/718 [==============================] - 1s 871us/step - loss: 0.4291 - accuracy: 0.7964 Epoch 422/500 718/718 [==============================] - 1s 929us/step - loss: 0.4297 - accuracy: 0.7959 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7990 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7968 Epoch 425/500 718/718 [==============================] - 1s 921us/step - loss: 0.4292 - accuracy: 0.7958 Epoch 426/500 718/718 [==============================] - 1s 951us/step - loss: 0.4296 - accuracy: 0.7959 Epoch 427/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4297 - accuracy: 0.7975 Epoch 428/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4293 - accuracy: 0.7975 Epoch 429/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4290 - accuracy: 0.7996 Epoch 430/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4296 - accuracy: 0.8006 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7976 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7969 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7981 Epoch 434/500 718/718 [==============================] - 1s 891us/step - loss: 0.4292 - accuracy: 0.7978 Epoch 435/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4296 - accuracy: 0.7976: 0s - loss: 0.4322 - ac Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8003 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7988 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7990 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7999 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7963 Epoch 441/500 718/718 [==============================] - 1s 945us/step - loss: 0.4293 - accuracy: 0.7975 Epoch 442/500 718/718 [==============================] - 1s 892us/step - loss: 0.4290 - accuracy: 0.7966 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7976 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7979 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7988 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7996 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7978 Epoch 448/500 718/718 [==============================] - 1s 899us/step - loss: 0.4289 - accuracy: 0.7981 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7975 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7987: 0s - loss: Epoch 451/500 718/718 [==============================] - 1s 979us/step - loss: 0.4290 - accuracy: 0.8002 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8008 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7971 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8008 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7999 Epoch 456/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7979 Epoch 457/500 718/718 [==============================] - 1s 936us/step - loss: 0.4298 - accuracy: 0.7979 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7984 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7996 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7991 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7963: 0s - loss: 0.4304 - Epoch 462/500 718/718 [==============================] - 1s 974us/step - loss: 0.4286 - accuracy: 0.7981 Epoch 463/500 718/718 [==============================] - 1s 938us/step - loss: 0.4293 - accuracy: 0.7976 Epoch 464/500 718/718 [==============================] - 1s 931us/step - loss: 0.4292 - accuracy: 0.7993 Epoch 465/500 718/718 [==============================] - 1s 945us/step - loss: 0.4292 - accuracy: 0.7989 Epoch 466/500 718/718 [==============================] - 1s 929us/step - loss: 0.4289 - accuracy: 0.7977 Epoch 467/500 718/718 [==============================] - 1s 924us/step - loss: 0.4292 - accuracy: 0.7992 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8000 Epoch 469/500 718/718 [==============================] - 1s 961us/step - loss: 0.4292 - accuracy: 0.7978 Epoch 470/500 718/718 [==============================] - 1s 941us/step - loss: 0.4299 - accuracy: 0.7983 Epoch 471/500 718/718 [==============================] - 1s 930us/step - loss: 0.4288 - accuracy: 0.7991 Epoch 472/500 718/718 [==============================] - 1s 948us/step - loss: 0.4289 - accuracy: 0.7990 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8001 Epoch 474/500 718/718 [==============================] - 1s 946us/step - loss: 0.4282 - accuracy: 0.7992 Epoch 475/500 718/718 [==============================] - 1s 920us/step - loss: 0.4292 - accuracy: 0.7976 Epoch 476/500 718/718 [==============================] - 1s 907us/step - loss: 0.4293 - accuracy: 0.79760s - loss: 0.4289 - accuracy: 0.79 Epoch 477/500 718/718 [==============================] - 1s 911us/step - loss: 0.4295 - accuracy: 0.7984 Epoch 478/500 718/718 [==============================] - 1s 924us/step - loss: 0.4281 - accuracy: 0.8020 Epoch 479/500 718/718 [==============================] - 1s 904us/step - loss: 0.4296 - accuracy: 0.8001 Epoch 480/500 718/718 [==============================] - 1s 910us/step - loss: 0.4289 - accuracy: 0.7984 Epoch 481/500 718/718 [==============================] - 1s 932us/step - loss: 0.4290 - accuracy: 0.7984 Epoch 482/500 718/718 [==============================] - 1s 939us/step - loss: 0.4291 - accuracy: 0.7996 Epoch 483/500 718/718 [==============================] - 1s 907us/step - loss: 0.4288 - accuracy: 0.79920s - loss: 0.4308 - ac Epoch 484/500 718/718 [==============================] - 1s 928us/step - loss: 0.4290 - accuracy: 0.7974 Epoch 485/500 718/718 [==============================] - 1s 922us/step - loss: 0.4288 - accuracy: 0.7979 Epoch 486/500 718/718 [==============================] - 1s 915us/step - loss: 0.4291 - accuracy: 0.7976 Epoch 487/500 718/718 [==============================] - 1s 903us/step - loss: 0.4289 - accuracy: 0.8009 Epoch 488/500 718/718 [==============================] - 1s 937us/step - loss: 0.4288 - accuracy: 0.7987 Epoch 489/500 718/718 [==============================] - 1s 923us/step - loss: 0.4296 - accuracy: 0.7976 Epoch 490/500 718/718 [==============================] - 1s 893us/step - loss: 0.4291 - accuracy: 0.7988 Epoch 491/500 718/718 [==============================] - 1s 914us/step - loss: 0.4285 - accuracy: 0.7994 Epoch 492/500 718/718 [==============================] - 1s 911us/step - loss: 0.4290 - accuracy: 0.7983 Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7974 Epoch 494/500 718/718 [==============================] - 1s 959us/step - loss: 0.4292 - accuracy: 0.8003 Epoch 495/500 718/718 [==============================] - 1s 939us/step - loss: 0.4288 - accuracy: 0.7992 Epoch 496/500 718/718 [==============================] - 1s 915us/step - loss: 0.4290 - accuracy: 0.7972 Epoch 497/500 718/718 [==============================] - 1s 930us/step - loss: 0.4290 - accuracy: 0.8006 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.7971 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7999 Epoch 500/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7983 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6357 - accuracy: 0.6397 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5565 - accuracy: 0.7325 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5160 - accuracy: 0.7537 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4885 - accuracy: 0.7628: 0s - loss: 0.4924 - ac Epoch 5/500 718/718 [==============================] - 1s 995us/step - loss: 0.4772 - accuracy: 0.7685 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4713 - accuracy: 0.7690 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4672 - accuracy: 0.7709 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4648 - accuracy: 0.7717 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4633 - accuracy: 0.7739 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4621 - accuracy: 0.7740 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4622 - accuracy: 0.7739 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4615 - accuracy: 0.7747 Epoch 13/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4610 - accuracy: 0.7745 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4603 - accuracy: 0.7757 Epoch 15/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4606 - accuracy: 0.7737 Epoch 16/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4596 - accuracy: 0.7754: 0s - loss: 0.459 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7746 Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4602 - accuracy: 0.7749 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7752 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7745 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7749 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4595 - accuracy: 0.7759 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4599 - accuracy: 0.7782 Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4590 - accuracy: 0.7752 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7768 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7773 Epoch 27/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4588 - accuracy: 0.7752 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7766: 0s - loss: 0.453 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7755 Epoch 30/500 718/718 [==============================] - 1s 963us/step - loss: 0.4583 - accuracy: 0.7785 Epoch 31/500 718/718 [==============================] - 1s 990us/step - loss: 0.4582 - accuracy: 0.7739 Epoch 32/500 718/718 [==============================] - 1s 959us/step - loss: 0.4578 - accuracy: 0.7770 Epoch 33/500 718/718 [==============================] - 1s 990us/step - loss: 0.4582 - accuracy: 0.7755 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7771 Epoch 35/500 718/718 [==============================] - 1s 992us/step - loss: 0.4582 - accuracy: 0.7763 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7758 Epoch 37/500 718/718 [==============================] - 1s 993us/step - loss: 0.4581 - accuracy: 0.7737 Epoch 38/500 718/718 [==============================] - 1s 998us/step - loss: 0.4580 - accuracy: 0.7773 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7756 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7759 Epoch 41/500 718/718 [==============================] - 1s 997us/step - loss: 0.4580 - accuracy: 0.7780 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4580 - accuracy: 0.7742 Epoch 43/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4572 - accuracy: 0.7772 Epoch 44/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4579 - accuracy: 0.7731 Epoch 45/500 718/718 [==============================] - 1s 957us/step - loss: 0.4576 - accuracy: 0.77650s - loss: 0.4583 - accuracy: Epoch 46/500 718/718 [==============================] - 1s 864us/step - loss: 0.4579 - accuracy: 0.7772 Epoch 47/500 718/718 [==============================] - 1s 877us/step - loss: 0.4569 - accuracy: 0.7757 Epoch 48/500 718/718 [==============================] - 1s 856us/step - loss: 0.4579 - accuracy: 0.7772 Epoch 49/500 718/718 [==============================] - 1s 865us/step - loss: 0.4582 - accuracy: 0.7746 Epoch 50/500 718/718 [==============================] - 1s 849us/step - loss: 0.4573 - accuracy: 0.7776 Epoch 51/500 718/718 [==============================] - 1s 857us/step - loss: 0.4574 - accuracy: 0.7795 Epoch 52/500 718/718 [==============================] - 1s 872us/step - loss: 0.4572 - accuracy: 0.7761 Epoch 53/500 718/718 [==============================] - 1s 918us/step - loss: 0.4574 - accuracy: 0.77440s - loss: 0.4592 - ETA: 0s - loss: 0.4574 - accuracy: 0.77 Epoch 54/500 718/718 [==============================] - 1s 868us/step - loss: 0.4568 - accuracy: 0.7799 Epoch 55/500 718/718 [==============================] - 1s 865us/step - loss: 0.4575 - accuracy: 0.7765 Epoch 56/500 718/718 [==============================] - 1s 842us/step - loss: 0.4572 - accuracy: 0.7761 Epoch 57/500 718/718 [==============================] - 1s 884us/step - loss: 0.4576 - accuracy: 0.7767 Epoch 58/500 718/718 [==============================] - 1s 867us/step - loss: 0.4572 - accuracy: 0.7782 Epoch 59/500 718/718 [==============================] - 1s 874us/step - loss: 0.4569 - accuracy: 0.7765 Epoch 60/500 718/718 [==============================] - 1s 862us/step - loss: 0.4572 - accuracy: 0.7762 Epoch 61/500 718/718 [==============================] - 1s 853us/step - loss: 0.4568 - accuracy: 0.7763 Epoch 62/500 718/718 [==============================] - 1s 878us/step - loss: 0.4569 - accuracy: 0.7773 Epoch 63/500 718/718 [==============================] - 1s 874us/step - loss: 0.4569 - accuracy: 0.7744 Epoch 64/500 718/718 [==============================] - 1s 874us/step - loss: 0.4570 - accuracy: 0.7739 Epoch 65/500 718/718 [==============================] - 1s 849us/step - loss: 0.4566 - accuracy: 0.7753 Epoch 66/500 718/718 [==============================] - 1s 843us/step - loss: 0.4569 - accuracy: 0.7758 Epoch 67/500 718/718 [==============================] - 1s 879us/step - loss: 0.4569 - accuracy: 0.7768 Epoch 68/500 718/718 [==============================] - 1s 855us/step - loss: 0.4566 - accuracy: 0.77340s - loss: 0.4552 - accu Epoch 69/500 718/718 [==============================] - 1s 849us/step - loss: 0.4569 - accuracy: 0.7780 Epoch 70/500 718/718 [==============================] - 1s 867us/step - loss: 0.4567 - accuracy: 0.7774 Epoch 71/500 718/718 [==============================] - 1s 895us/step - loss: 0.4569 - accuracy: 0.7782 Epoch 72/500 718/718 [==============================] - 1s 939us/step - loss: 0.4568 - accuracy: 0.7760 Epoch 73/500 718/718 [==============================] - 1s 977us/step - loss: 0.4566 - accuracy: 0.7773 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7759 Epoch 75/500 718/718 [==============================] - 1s 883us/step - loss: 0.4567 - accuracy: 0.7783 Epoch 76/500 718/718 [==============================] - 1s 867us/step - loss: 0.4568 - accuracy: 0.7750 Epoch 77/500 718/718 [==============================] - 1s 871us/step - loss: 0.4564 - accuracy: 0.7777 Epoch 78/500 718/718 [==============================] - 1s 844us/step - loss: 0.4568 - accuracy: 0.7765 Epoch 79/500 718/718 [==============================] - 1s 872us/step - loss: 0.4567 - accuracy: 0.7759 Epoch 80/500 718/718 [==============================] - 1s 847us/step - loss: 0.4564 - accuracy: 0.7754 Epoch 81/500 718/718 [==============================] - 1s 872us/step - loss: 0.4566 - accuracy: 0.7786 Epoch 82/500 718/718 [==============================] - 1s 872us/step - loss: 0.4566 - accuracy: 0.7805 Epoch 83/500 718/718 [==============================] - 1s 851us/step - loss: 0.4565 - accuracy: 0.7774 Epoch 84/500 718/718 [==============================] - 1s 855us/step - loss: 0.4565 - accuracy: 0.7771 Epoch 85/500 718/718 [==============================] - 1s 869us/step - loss: 0.4557 - accuracy: 0.7788 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4559 - accuracy: 0.7771 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7776 Epoch 88/500 718/718 [==============================] - 1s 959us/step - loss: 0.4560 - accuracy: 0.7805 Epoch 89/500 718/718 [==============================] - 1s 888us/step - loss: 0.4561 - accuracy: 0.7790 Epoch 90/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4562 - accuracy: 0.7783 Epoch 91/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4559 - accuracy: 0.7781 Epoch 92/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4559 - accuracy: 0.7773 Epoch 93/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4555 - accuracy: 0.7785 Epoch 94/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4554 - accuracy: 0.7774 Epoch 95/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4557 - accuracy: 0.7761 Epoch 96/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4557 - accuracy: 0.7765 Epoch 97/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4557 - accuracy: 0.7756 Epoch 98/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4558 - accuracy: 0.7793 Epoch 99/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4554 - accuracy: 0.7798 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7792 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7806 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7764 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7790 Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7814 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7808 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7781: 0s - loss: 0.4543 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7767 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7785: 0s - loss: 0.4544 - accuracy: 0.77 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7767 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7769 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7785 Epoch 112/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4545 - accuracy: 0.7773 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7785 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7779 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7782 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7791 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7800 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7802: 0s - loss: Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7780 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7779: 0s - loss: 0.4 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7793 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7792 Epoch 123/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4541 - accuracy: 0.7778 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7773 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7800 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7796: 0s - loss: 0.4529 - accuracy - ETA: 0s - loss: 0.4559 - accu Epoch 127/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4541 - accuracy: 0.7785 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7776 Epoch 129/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4541 - accuracy: 0.7772 Epoch 130/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4531 - accuracy: 0.7783 Epoch 131/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4536 - accuracy: 0.7769 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7797 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7800 Epoch 134/500 718/718 [==============================] - 1s 976us/step - loss: 0.4531 - accuracy: 0.7807 Epoch 135/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4536 - accuracy: 0.7779 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7799 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4535 - accuracy: 0.7778 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7795: 0s - loss: 0.4512 - accu Epoch 139/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4535 - accuracy: 0.7801: 0s - loss: 0.4454 - Epoch 140/500 718/718 [==============================] - 1s 970us/step - loss: 0.4535 - accuracy: 0.7803 Epoch 141/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4532 - accuracy: 0.7792 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7800 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7781 Epoch 144/500 718/718 [==============================] - 1s 991us/step - loss: 0.4535 - accuracy: 0.7777 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7785 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7797 Epoch 147/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4534 - accuracy: 0.7772 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7791 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7810 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7796 Epoch 151/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4534 - accuracy: 0.7805 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7780 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7781 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7791 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7802 Epoch 156/500 718/718 [==============================] - 1s 990us/step - loss: 0.4534 - accuracy: 0.7806 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7777 Epoch 158/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7799 Epoch 159/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7790 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7800 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7786 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7779 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7792 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7776 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7785 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4518 - accuracy: 0.7782 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7807 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4522 - accuracy: 0.7792 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7793: 0s - loss: 0.4429 - accura Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7780 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4521 - accuracy: 0.7790 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7808 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7786 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4521 - accuracy: 0.7796 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7796 Epoch 176/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4523 - accuracy: 0.7774s - loss: 0.452 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7801 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7801 Epoch 179/500 718/718 [==============================] - 1s 978us/step - loss: 0.4517 - accuracy: 0.7783 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7782 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4521 - accuracy: 0.7766 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7798: 0s - loss: 0.4536 - accura Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7773 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7797 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7805 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7803 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7772 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7810: 0s - loss: 0.4512 - accuracy: 0.78 Epoch 189/500 718/718 [==============================] - 1s 990us/step - loss: 0.4516 - accuracy: 0.7785 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7796 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7778 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7814 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7806 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7783 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7793 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7802 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7800 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4508 - accuracy: 0.7802 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7806 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7800 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7803 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7803 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7804 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7786 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7790 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7803 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7786: 0s - loss: 0.443 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7788 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7779 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7800 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7793 Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7798 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7803 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7784 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7782 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7793 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7779 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7781 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7777 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7811 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7784 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7802 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7769: 0s - loss: 0.4474 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7795 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7797 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7772 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7800 Epoch 228/500 718/718 [==============================] - 1s 985us/step - loss: 0.4497 - accuracy: 0.7792 Epoch 229/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4503 - accuracy: 0.7774 Epoch 230/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7791 Epoch 231/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7782 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7809 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7786: 0s - loss: 0.4476 - accuracy: 0. - ETA: 0s - loss: 0.4497 - accuracy: 0. Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7820: 0s - loss: 0.4538 - Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7793 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7778 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7791 Epoch 238/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7810 Epoch 239/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7799 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7799 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7764 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7793 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7802 Epoch 244/500 718/718 [==============================] - 1s 993us/step - loss: 0.4500 - accuracy: 0.7810 Epoch 245/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4496 - accuracy: 0.7800 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7800 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7809: 0s - loss: 0.4477 - accuracy Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7798 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7792 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7800 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7786 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7788 Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7779 Epoch 254/500 718/718 [==============================] - 1s 986us/step - loss: 0.4496 - accuracy: 0.77930s - loss: 0.4491 - Epoch 255/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7800 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7794 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7802: 0s - loss: 0.4483 - accuracy: 0.78 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7793 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7798 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7776 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7817 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7801 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7795 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7804 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7799 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7807 Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7800 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7777 Epoch 269/500 718/718 [==============================] - 1s 982us/step - loss: 0.4497 - accuracy: 0.7779 Epoch 270/500 718/718 [==============================] - 1s 946us/step - loss: 0.4499 - accuracy: 0.7814 Epoch 271/500 718/718 [==============================] - 1s 969us/step - loss: 0.4498 - accuracy: 0.7800 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7793 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7807 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7814 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7816 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7779 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7791 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7792 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7796 Epoch 280/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7779 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7786 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7802 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7780 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7792 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7777 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7773 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7786 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7789 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7820 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7783 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7773 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7816 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7800 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7781 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7783 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7815: 0s - loss: 0.4500 - accuracy: 0. Epoch 297/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4499 - accuracy: 0.7789 Epoch 298/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4496 - accuracy: 0.7815 Epoch 299/500 718/718 [==============================] - 1s 984us/step - loss: 0.4499 - accuracy: 0.7814 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7795 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7811 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7792 Epoch 303/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4497 - accuracy: 0.7774 Epoch 304/500 718/718 [==============================] - 1s 963us/step - loss: 0.4497 - accuracy: 0.7768 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7803: 0s - loss: 0.4462 - accu Epoch 306/500 718/718 [==============================] - 1s 999us/step - loss: 0.4492 - accuracy: 0.7783 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7815: 0s - loss: 0.4514 - accu Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7813 Epoch 309/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4498 - accuracy: 0.7820 Epoch 310/500 718/718 [==============================] - 1s 884us/step - loss: 0.4492 - accuracy: 0.7802 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7788 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7813 Epoch 313/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4495 - accuracy: 0.7799 Epoch 314/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7799 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7806 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7778 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7816 Epoch 318/500 718/718 [==============================] - 1s 987us/step - loss: 0.4495 - accuracy: 0.7800 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7798 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7792 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7799 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7798 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7812 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7800 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7801 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7807 Epoch 327/500 718/718 [==============================] - 1s 999us/step - loss: 0.4493 - accuracy: 0.7816 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7781 Epoch 329/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7805: 0s - los Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7793 Epoch 331/500 718/718 [==============================] - 1s 896us/step - loss: 0.4494 - accuracy: 0.7791 Epoch 332/500 718/718 [==============================] - 1s 933us/step - loss: 0.4496 - accuracy: 0.7805 Epoch 333/500 718/718 [==============================] - 1s 884us/step - loss: 0.4497 - accuracy: 0.7809 Epoch 334/500 718/718 [==============================] - 1s 903us/step - loss: 0.4494 - accuracy: 0.78040s - loss: 0.4506 - accuracy: Epoch 335/500 718/718 [==============================] - 1s 902us/step - loss: 0.4499 - accuracy: 0.7793 Epoch 336/500 718/718 [==============================] - 1s 896us/step - loss: 0.4496 - accuracy: 0.7789 Epoch 337/500 718/718 [==============================] - 1s 879us/step - loss: 0.4495 - accuracy: 0.7790 Epoch 338/500 718/718 [==============================] - 1s 894us/step - loss: 0.4499 - accuracy: 0.7788 Epoch 339/500 718/718 [==============================] - 1s 928us/step - loss: 0.4496 - accuracy: 0.7812 Epoch 340/500 718/718 [==============================] - 1s 887us/step - loss: 0.4497 - accuracy: 0.7814 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7808 Epoch 342/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7811 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7793 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7790 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7798: 0s - loss: 0.4478 - Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7789 Epoch 347/500 718/718 [==============================] - 1s 893us/step - loss: 0.4488 - accuracy: 0.7774 Epoch 348/500 718/718 [==============================] - 1s 900us/step - loss: 0.4494 - accuracy: 0.7816 Epoch 349/500 718/718 [==============================] - 1s 952us/step - loss: 0.4491 - accuracy: 0.7794 Epoch 350/500 718/718 [==============================] - 1s 923us/step - loss: 0.4498 - accuracy: 0.7784 Epoch 351/500 718/718 [==============================] - 1s 898us/step - loss: 0.4494 - accuracy: 0.7782 Epoch 352/500 718/718 [==============================] - 1s 932us/step - loss: 0.4499 - accuracy: 0.7793 Epoch 353/500 718/718 [==============================] - 1s 896us/step - loss: 0.4498 - accuracy: 0.7792 Epoch 354/500 718/718 [==============================] - 1s 918us/step - loss: 0.4495 - accuracy: 0.7781 Epoch 355/500 718/718 [==============================] - 1s 955us/step - loss: 0.4496 - accuracy: 0.7793 Epoch 356/500 718/718 [==============================] - 1s 884us/step - loss: 0.4497 - accuracy: 0.7790 Epoch 357/500 718/718 [==============================] - 1s 885us/step - loss: 0.4497 - accuracy: 0.7805 Epoch 358/500 718/718 [==============================] - 1s 895us/step - loss: 0.4495 - accuracy: 0.7807 Epoch 359/500 718/718 [==============================] - 1s 885us/step - loss: 0.4495 - accuracy: 0.7799 Epoch 360/500 718/718 [==============================] - 1s 927us/step - loss: 0.4497 - accuracy: 0.7789 Epoch 361/500 718/718 [==============================] - 1s 889us/step - loss: 0.4490 - accuracy: 0.7794 Epoch 362/500 718/718 [==============================] - 1s 893us/step - loss: 0.4486 - accuracy: 0.7796 Epoch 363/500 718/718 [==============================] - 1s 874us/step - loss: 0.4495 - accuracy: 0.7785 Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7805 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7797 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7807 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7816 Epoch 368/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7802 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7782: 0s - loss: 0 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7801 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7812 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7798 Epoch 373/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7813 Epoch 374/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4496 - accuracy: 0.7804: 1s - los Epoch 375/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4496 - accuracy: 0.7789 Epoch 376/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4495 - accuracy: 0.7781 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7794 Epoch 378/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4492 - accuracy: 0.7798 Epoch 379/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4496 - accuracy: 0.7800 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7784 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7783: 0s - loss: 0.4432 - ac Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7803 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7801 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7814 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7815 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7796 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7789 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7791 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7813 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7793 Epoch 391/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7793 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7816: 0s - los Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7792: 0s - loss: 0.4463 - ac Epoch 394/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4493 - accuracy: 0.7790 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7797 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7778 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7805 Epoch 398/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4497 - accuracy: 0.7808 Epoch 399/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4498 - accuracy: 0.7802 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7791 Epoch 401/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4499 - accuracy: 0.7780: 0s - loss: 0.446 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7814 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7805 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7810: 0s - loss: 0.463 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7792 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7802 Epoch 407/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7798 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7826: 1s - Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7807: 0s - loss: 0.4463 - accuracy: Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7805 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7800 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7798 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7820 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7786 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7791: 0s - loss: 0.452 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7813 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7793 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7784 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7796 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7794 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7808 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7822 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7813 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7805 Epoch 425/500 718/718 [==============================] - 1s 976us/step - loss: 0.4497 - accuracy: 0.7795 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7785 Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7804 Epoch 428/500 718/718 [==============================] - 1s 992us/step - loss: 0.4495 - accuracy: 0.7793 Epoch 429/500 718/718 [==============================] - 1s 989us/step - loss: 0.4491 - accuracy: 0.7809 Epoch 430/500 718/718 [==============================] - 1s 987us/step - loss: 0.4492 - accuracy: 0.7815 Epoch 431/500 718/718 [==============================] - 1s 982us/step - loss: 0.4496 - accuracy: 0.7814 Epoch 432/500 718/718 [==============================] - 1s 972us/step - loss: 0.4494 - accuracy: 0.7812 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7790 Epoch 434/500 718/718 [==============================] - 1s 994us/step - loss: 0.4496 - accuracy: 0.7811 Epoch 435/500 718/718 [==============================] - 1s 970us/step - loss: 0.4495 - accuracy: 0.7799 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7798 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7806 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7800 Epoch 439/500 718/718 [==============================] - 1s 976us/step - loss: 0.4493 - accuracy: 0.78000s - loss: 0.4434 - accu Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7814 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7813 Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7808 Epoch 443/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7793 Epoch 444/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7803 Epoch 445/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7788 Epoch 446/500 718/718 [==============================] - 1s 991us/step - loss: 0.4489 - accuracy: 0.7794 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7806 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7810 Epoch 449/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4491 - accuracy: 0.7796: 0s - l Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7783 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7785 Epoch 452/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7806 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7804: 0s - loss: 0.4504 - ac Epoch 454/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7780 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7817 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7785: 0s - loss: 0.4477 - accura Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7799 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7828 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7804 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7791 Epoch 461/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4491 - accuracy: 0.7809: 0s - loss: 0.451 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7799 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7808 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7832: 0s - loss: Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7813 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7796 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7801 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7781: 0s - loss: 0.4489 - accuracy Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7810 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7826: 0s - loss: 0.4 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7807 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7788 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7814 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7800 Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7799 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7800 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7807 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7808 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7805 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7807 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7787: 0s - loss: 0.4479 - accuracy Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7784 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7800 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7795 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7795 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7812 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7804: 0s - los Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7800 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7819 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7808 Epoch 491/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7819 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7793: 0s - loss: 0.4525 - accura Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7795: 0s - loss: 0.4499 - accuracy: 0. Epoch 494/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4488 - accuracy: 0.7823 Epoch 495/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7800 Epoch 496/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4496 - accuracy: 0.7818 Epoch 497/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4482 - accuracy: 0.7837 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7790 Epoch 499/500 718/718 [==============================] - 1s 895us/step - loss: 0.4488 - accuracy: 0.7822 Epoch 500/500 718/718 [==============================] - 1s 887us/step - loss: 0.4491 - accuracy: 0.7802 Epoch 1/500 718/718 [==============================] - 1s 925us/step - loss: 0.6620 - accuracy: 0.5554 Epoch 2/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5824 - accuracy: 0.7081 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5463 - accuracy: 0.7447 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5230 - accuracy: 0.7544 Epoch 5/500 718/718 [==============================] - 1s 974us/step - loss: 0.5077 - accuracy: 0.7638 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4983 - accuracy: 0.7672 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4905 - accuracy: 0.7710 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4850 - accuracy: 0.7719 Epoch 9/500 718/718 [==============================] - 1s 939us/step - loss: 0.4808 - accuracy: 0.7712 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4776 - accuracy: 0.7713 Epoch 11/500 718/718 [==============================] - 1s 971us/step - loss: 0.4750 - accuracy: 0.7745 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4733 - accuracy: 0.7741 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4702 - accuracy: 0.7732 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4674 - accuracy: 0.7751 Epoch 15/500 718/718 [==============================] - 1s 891us/step - loss: 0.4659 - accuracy: 0.7746 Epoch 16/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4644 - accuracy: 0.7732 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4643 - accuracy: 0.7751 Epoch 18/500 718/718 [==============================] - 1s 963us/step - loss: 0.4633 - accuracy: 0.7751 Epoch 19/500 718/718 [==============================] - 1s 877us/step - loss: 0.4632 - accuracy: 0.7737 Epoch 20/500 718/718 [==============================] - 1s 935us/step - loss: 0.4626 - accuracy: 0.7749 Epoch 21/500 718/718 [==============================] - 1s 884us/step - loss: 0.4627 - accuracy: 0.7769 Epoch 22/500 718/718 [==============================] - 1s 900us/step - loss: 0.4624 - accuracy: 0.7741 Epoch 23/500 718/718 [==============================] - 1s 900us/step - loss: 0.4623 - accuracy: 0.7769 Epoch 24/500 718/718 [==============================] - 1s 935us/step - loss: 0.4622 - accuracy: 0.7733 Epoch 25/500 718/718 [==============================] - 1s 973us/step - loss: 0.4610 - accuracy: 0.7743 Epoch 26/500 718/718 [==============================] - 1s 937us/step - loss: 0.4615 - accuracy: 0.7754 Epoch 27/500 718/718 [==============================] - 1s 902us/step - loss: 0.4604 - accuracy: 0.7755 Epoch 28/500 718/718 [==============================] - 1s 906us/step - loss: 0.4608 - accuracy: 0.7743 Epoch 29/500 718/718 [==============================] - 1s 897us/step - loss: 0.4602 - accuracy: 0.7766 Epoch 30/500 718/718 [==============================] - 1s 882us/step - loss: 0.4601 - accuracy: 0.7753 Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4598 - accuracy: 0.7760: 0s - loss: 0.4675 - accuracy: - ETA: 0s - loss: 0.4633 - ac Epoch 32/500 718/718 [==============================] - 1s 927us/step - loss: 0.4595 - accuracy: 0.7762 Epoch 33/500 718/718 [==============================] - 1s 900us/step - loss: 0.4593 - accuracy: 0.7764 Epoch 34/500 718/718 [==============================] - 1s 915us/step - loss: 0.4582 - accuracy: 0.7786 Epoch 35/500 718/718 [==============================] - 1s 958us/step - loss: 0.4585 - accuracy: 0.7781 Epoch 36/500 718/718 [==============================] - 1s 894us/step - loss: 0.4582 - accuracy: 0.7774 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7786: 0s - loss: 0.4578 - accuracy: 0.77 Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7802 Epoch 39/500 718/718 [==============================] - 1s 930us/step - loss: 0.4565 - accuracy: 0.7801 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7783 Epoch 41/500 718/718 [==============================] - 1s 911us/step - loss: 0.4561 - accuracy: 0.7799 Epoch 42/500 718/718 [==============================] - 1s 903us/step - loss: 0.4564 - accuracy: 0.7787 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7796 Epoch 44/500 718/718 [==============================] - 1s 913us/step - loss: 0.4562 - accuracy: 0.7791 Epoch 45/500 718/718 [==============================] - 1s 906us/step - loss: 0.4555 - accuracy: 0.7798 Epoch 46/500 718/718 [==============================] - 1s 898us/step - loss: 0.4552 - accuracy: 0.7799 Epoch 47/500 718/718 [==============================] - 1s 959us/step - loss: 0.4547 - accuracy: 0.7824 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7793 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7796 Epoch 50/500 718/718 [==============================] - 1s 960us/step - loss: 0.4543 - accuracy: 0.7818 Epoch 51/500 718/718 [==============================] - 1s 885us/step - loss: 0.4543 - accuracy: 0.7793 Epoch 52/500 718/718 [==============================] - 1s 895us/step - loss: 0.4549 - accuracy: 0.7793 Epoch 53/500 718/718 [==============================] - 1s 889us/step - loss: 0.4543 - accuracy: 0.7790 Epoch 54/500 718/718 [==============================] - 1s 870us/step - loss: 0.4537 - accuracy: 0.7825 Epoch 55/500 718/718 [==============================] - 1s 875us/step - loss: 0.4546 - accuracy: 0.7784 Epoch 56/500 718/718 [==============================] - 1s 866us/step - loss: 0.4547 - accuracy: 0.7796 Epoch 57/500 718/718 [==============================] - 1s 875us/step - loss: 0.4542 - accuracy: 0.7798 Epoch 58/500 718/718 [==============================] - 1s 885us/step - loss: 0.4542 - accuracy: 0.7807 Epoch 59/500 718/718 [==============================] - 1s 884us/step - loss: 0.4538 - accuracy: 0.7799 Epoch 60/500 718/718 [==============================] - 1s 862us/step - loss: 0.4535 - accuracy: 0.7825 Epoch 61/500 718/718 [==============================] - 1s 860us/step - loss: 0.4536 - accuracy: 0.7820 Epoch 62/500 718/718 [==============================] - 1s 896us/step - loss: 0.4533 - accuracy: 0.7795 Epoch 63/500 718/718 [==============================] - 1s 874us/step - loss: 0.4541 - accuracy: 0.7800 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7798 Epoch 65/500 718/718 [==============================] - 1s 944us/step - loss: 0.4540 - accuracy: 0.7801 Epoch 66/500 718/718 [==============================] - 1s 930us/step - loss: 0.4536 - accuracy: 0.7807 Epoch 67/500 718/718 [==============================] - 1s 936us/step - loss: 0.4535 - accuracy: 0.7817 Epoch 68/500 718/718 [==============================] - 1s 891us/step - loss: 0.4538 - accuracy: 0.7803 Epoch 69/500 718/718 [==============================] - 1s 904us/step - loss: 0.4544 - accuracy: 0.7786 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4532 - accuracy: 0.7804 Epoch 71/500 718/718 [==============================] - 1s 944us/step - loss: 0.4537 - accuracy: 0.7820 Epoch 72/500 718/718 [==============================] - 1s 946us/step - loss: 0.4531 - accuracy: 0.7822 Epoch 73/500 718/718 [==============================] - 1s 907us/step - loss: 0.4538 - accuracy: 0.7812 Epoch 74/500 718/718 [==============================] - 1s 878us/step - loss: 0.4542 - accuracy: 0.7813 Epoch 75/500 718/718 [==============================] - 1s 890us/step - loss: 0.4536 - accuracy: 0.7800 Epoch 76/500 718/718 [==============================] - 1s 877us/step - loss: 0.4541 - accuracy: 0.7797 Epoch 77/500 718/718 [==============================] - 1s 862us/step - loss: 0.4534 - accuracy: 0.7819 Epoch 78/500 718/718 [==============================] - 1s 877us/step - loss: 0.4539 - accuracy: 0.7801 Epoch 79/500 718/718 [==============================] - 1s 874us/step - loss: 0.4540 - accuracy: 0.7808 Epoch 80/500 718/718 [==============================] - 1s 858us/step - loss: 0.4539 - accuracy: 0.7790 Epoch 81/500 718/718 [==============================] - 1s 892us/step - loss: 0.4544 - accuracy: 0.78070s - loss: 0.4538 - accuracy: Epoch 82/500 718/718 [==============================] - 1s 859us/step - loss: 0.4542 - accuracy: 0.7808 Epoch 83/500 718/718 [==============================] - 1s 911us/step - loss: 0.4538 - accuracy: 0.7784 Epoch 84/500 718/718 [==============================] - 1s 877us/step - loss: 0.4544 - accuracy: 0.7819 Epoch 85/500 718/718 [==============================] - 1s 878us/step - loss: 0.4541 - accuracy: 0.7800 Epoch 86/500 718/718 [==============================] - 1s 890us/step - loss: 0.4535 - accuracy: 0.7793 Epoch 87/500 718/718 [==============================] - 1s 877us/step - loss: 0.4547 - accuracy: 0.7786 Epoch 88/500 718/718 [==============================] - 1s 880us/step - loss: 0.4539 - accuracy: 0.7802 Epoch 89/500 718/718 [==============================] - 1s 876us/step - loss: 0.4548 - accuracy: 0.7795 Epoch 90/500 718/718 [==============================] - 1s 859us/step - loss: 0.4542 - accuracy: 0.7811 Epoch 91/500 718/718 [==============================] - 1s 886us/step - loss: 0.4546 - accuracy: 0.78140s - loss: 0.4556 - accu Epoch 92/500 718/718 [==============================] - 1s 881us/step - loss: 0.4540 - accuracy: 0.7783 Epoch 93/500 718/718 [==============================] - 1s 970us/step - loss: 0.4532 - accuracy: 0.7797 Epoch 94/500 718/718 [==============================] - 1s 885us/step - loss: 0.4535 - accuracy: 0.7812 Epoch 95/500 718/718 [==============================] - 1s 893us/step - loss: 0.4532 - accuracy: 0.7800 Epoch 96/500 718/718 [==============================] - 1s 854us/step - loss: 0.4542 - accuracy: 0.7795 Epoch 97/500 718/718 [==============================] - 1s 871us/step - loss: 0.4536 - accuracy: 0.7794 Epoch 98/500 718/718 [==============================] - 1s 882us/step - loss: 0.4537 - accuracy: 0.7798 Epoch 99/500 718/718 [==============================] - 1s 855us/step - loss: 0.4540 - accuracy: 0.7805 Epoch 100/500 718/718 [==============================] - 1s 909us/step - loss: 0.4547 - accuracy: 0.7797 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7785 Epoch 102/500 718/718 [==============================] - 1s 924us/step - loss: 0.4543 - accuracy: 0.7788 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7812 Epoch 104/500 718/718 [==============================] - 1s 907us/step - loss: 0.4539 - accuracy: 0.7777 Epoch 105/500 718/718 [==============================] - 1s 962us/step - loss: 0.4542 - accuracy: 0.7792 Epoch 106/500 718/718 [==============================] - 1s 942us/step - loss: 0.4539 - accuracy: 0.7792 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7786 Epoch 108/500 718/718 [==============================] - 1s 889us/step - loss: 0.4533 - accuracy: 0.7800 Epoch 109/500 718/718 [==============================] - 1s 984us/step - loss: 0.4540 - accuracy: 0.7785 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7807 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7800 Epoch 112/500 718/718 [==============================] - 1s 873us/step - loss: 0.4536 - accuracy: 0.7814 Epoch 113/500 718/718 [==============================] - 1s 925us/step - loss: 0.4535 - accuracy: 0.7807 Epoch 114/500 718/718 [==============================] - 1s 886us/step - loss: 0.4528 - accuracy: 0.7815 Epoch 115/500 718/718 [==============================] - 1s 901us/step - loss: 0.4529 - accuracy: 0.7832 Epoch 116/500 718/718 [==============================] - 1s 905us/step - loss: 0.4521 - accuracy: 0.7803 Epoch 117/500 718/718 [==============================] - 1s 882us/step - loss: 0.4529 - accuracy: 0.7814 Epoch 118/500 718/718 [==============================] - 1s 878us/step - loss: 0.4522 - accuracy: 0.7809 Epoch 119/500 718/718 [==============================] - 1s 887us/step - loss: 0.4520 - accuracy: 0.7833 Epoch 120/500 718/718 [==============================] - 1s 881us/step - loss: 0.4521 - accuracy: 0.7800 Epoch 121/500 718/718 [==============================] - 1s 908us/step - loss: 0.4516 - accuracy: 0.7812 Epoch 122/500 718/718 [==============================] - 1s 937us/step - loss: 0.4522 - accuracy: 0.7808 Epoch 123/500 718/718 [==============================] - 1s 967us/step - loss: 0.4518 - accuracy: 0.7803 Epoch 124/500 718/718 [==============================] - 1s 864us/step - loss: 0.4514 - accuracy: 0.7818 Epoch 125/500 718/718 [==============================] - 1s 882us/step - loss: 0.4519 - accuracy: 0.7800 Epoch 126/500 718/718 [==============================] - 1s 859us/step - loss: 0.4517 - accuracy: 0.7819 Epoch 127/500 718/718 [==============================] - 1s 872us/step - loss: 0.4508 - accuracy: 0.7827 Epoch 128/500 718/718 [==============================] - 1s 874us/step - loss: 0.4511 - accuracy: 0.7816 Epoch 129/500 718/718 [==============================] - 1s 869us/step - loss: 0.4511 - accuracy: 0.7809 Epoch 130/500 718/718 [==============================] - 1s 883us/step - loss: 0.4516 - accuracy: 0.7813 Epoch 131/500 718/718 [==============================] - 1s 909us/step - loss: 0.4509 - accuracy: 0.7787 Epoch 132/500 718/718 [==============================] - 1s 854us/step - loss: 0.4513 - accuracy: 0.7798 Epoch 133/500 718/718 [==============================] - 1s 881us/step - loss: 0.4515 - accuracy: 0.7806 Epoch 134/500 718/718 [==============================] - 1s 853us/step - loss: 0.4513 - accuracy: 0.7802 Epoch 135/500 718/718 [==============================] - 1s 879us/step - loss: 0.4512 - accuracy: 0.7800 Epoch 136/500 718/718 [==============================] - 1s 889us/step - loss: 0.4508 - accuracy: 0.7806 Epoch 137/500 718/718 [==============================] - 1s 924us/step - loss: 0.4508 - accuracy: 0.7807 Epoch 138/500 718/718 [==============================] - 1s 979us/step - loss: 0.4500 - accuracy: 0.7810 Epoch 139/500 718/718 [==============================] - 1s 929us/step - loss: 0.4509 - accuracy: 0.7803 Epoch 140/500 718/718 [==============================] - 1s 979us/step - loss: 0.4512 - accuracy: 0.7809 Epoch 141/500 718/718 [==============================] - 1s 906us/step - loss: 0.4510 - accuracy: 0.7809 Epoch 142/500 718/718 [==============================] - 1s 900us/step - loss: 0.4508 - accuracy: 0.7786 Epoch 143/500 718/718 [==============================] - 1s 882us/step - loss: 0.4503 - accuracy: 0.7822 Epoch 144/500 718/718 [==============================] - 1s 897us/step - loss: 0.4513 - accuracy: 0.7802 Epoch 145/500 718/718 [==============================] - 1s 892us/step - loss: 0.4511 - accuracy: 0.7805 Epoch 146/500 718/718 [==============================] - 1s 938us/step - loss: 0.4498 - accuracy: 0.7809 Epoch 147/500 718/718 [==============================] - 1s 908us/step - loss: 0.4507 - accuracy: 0.7808 Epoch 148/500 718/718 [==============================] - 1s 905us/step - loss: 0.4499 - accuracy: 0.7830 Epoch 149/500 718/718 [==============================] - 1s 882us/step - loss: 0.4493 - accuracy: 0.7803 Epoch 150/500 718/718 [==============================] - 1s 900us/step - loss: 0.4499 - accuracy: 0.77980s - loss: 0.4511 - accuracy: 0. Epoch 151/500 718/718 [==============================] - 1s 898us/step - loss: 0.4497 - accuracy: 0.7793 Epoch 152/500 718/718 [==============================] - 1s 873us/step - loss: 0.4496 - accuracy: 0.7820 Epoch 153/500 718/718 [==============================] - 1s 933us/step - loss: 0.4493 - accuracy: 0.7802 Epoch 154/500 718/718 [==============================] - 1s 897us/step - loss: 0.4491 - accuracy: 0.7795 Epoch 155/500 718/718 [==============================] - 1s 874us/step - loss: 0.4484 - accuracy: 0.7817 Epoch 156/500 718/718 [==============================] - 1s 899us/step - loss: 0.4488 - accuracy: 0.7804 Epoch 157/500 718/718 [==============================] - 1s 885us/step - loss: 0.4485 - accuracy: 0.7811 Epoch 158/500 718/718 [==============================] - 1s 890us/step - loss: 0.4487 - accuracy: 0.7811 Epoch 159/500 718/718 [==============================] - 1s 885us/step - loss: 0.4482 - accuracy: 0.7814 Epoch 160/500 718/718 [==============================] - 1s 871us/step - loss: 0.4487 - accuracy: 0.7811 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7791: 0s - loss: 0.4543 - ac Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7791 Epoch 163/500 718/718 [==============================] - 1s 957us/step - loss: 0.4487 - accuracy: 0.7793 Epoch 164/500 718/718 [==============================] - 1s 895us/step - loss: 0.4489 - accuracy: 0.7778 Epoch 165/500 718/718 [==============================] - 1s 876us/step - loss: 0.4488 - accuracy: 0.7805 Epoch 166/500 718/718 [==============================] - 1s 892us/step - loss: 0.4485 - accuracy: 0.7777 Epoch 167/500 718/718 [==============================] - 1s 998us/step - loss: 0.4482 - accuracy: 0.7786 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7803 Epoch 169/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7793 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7816 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7800 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7810 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7794 Epoch 174/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4487 - accuracy: 0.7792 Epoch 175/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4485 - accuracy: 0.7792 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7791 Epoch 177/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4480 - accuracy: 0.7792: 0s - Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7810 Epoch 179/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7800 Epoch 180/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4482 - accuracy: 0.7785 Epoch 181/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4485 - accuracy: 0.7808 Epoch 182/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4484 - accuracy: 0.7794 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7810 Epoch 184/500 718/718 [==============================] - 1s 876us/step - loss: 0.4484 - accuracy: 0.7790 Epoch 185/500 718/718 [==============================] - 1s 873us/step - loss: 0.4482 - accuracy: 0.7792 Epoch 186/500 718/718 [==============================] - 1s 864us/step - loss: 0.4486 - accuracy: 0.7787 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7786 Epoch 188/500 718/718 [==============================] - 1s 897us/step - loss: 0.4485 - accuracy: 0.7779 Epoch 189/500 718/718 [==============================] - 1s 862us/step - loss: 0.4481 - accuracy: 0.7783 Epoch 190/500 718/718 [==============================] - 1s 873us/step - loss: 0.4488 - accuracy: 0.7800 Epoch 191/500 718/718 [==============================] - 1s 893us/step - loss: 0.4480 - accuracy: 0.7814 Epoch 192/500 718/718 [==============================] - 1s 871us/step - loss: 0.4486 - accuracy: 0.7800 Epoch 193/500 718/718 [==============================] - 1s 895us/step - loss: 0.4487 - accuracy: 0.7790 Epoch 194/500 718/718 [==============================] - 1s 894us/step - loss: 0.4484 - accuracy: 0.7799 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7794 Epoch 196/500 718/718 [==============================] - 1s 939us/step - loss: 0.4484 - accuracy: 0.7815 Epoch 197/500 718/718 [==============================] - 1s 953us/step - loss: 0.4484 - accuracy: 0.78050s - loss: 0.4485 - accuracy: 0.78 Epoch 198/500 718/718 [==============================] - 1s 900us/step - loss: 0.4480 - accuracy: 0.7804 Epoch 199/500 718/718 [==============================] - 1s 922us/step - loss: 0.4486 - accuracy: 0.7806 Epoch 200/500 718/718 [==============================] - 1s 891us/step - loss: 0.4487 - accuracy: 0.7796 Epoch 201/500 718/718 [==============================] - 1s 862us/step - loss: 0.4486 - accuracy: 0.7788 Epoch 202/500 718/718 [==============================] - 1s 917us/step - loss: 0.4487 - accuracy: 0.7801 Epoch 203/500 718/718 [==============================] - 1s 915us/step - loss: 0.4487 - accuracy: 0.7793 Epoch 204/500 718/718 [==============================] - 1s 858us/step - loss: 0.4482 - accuracy: 0.7800 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7814 Epoch 206/500 718/718 [==============================] - 1s 886us/step - loss: 0.4485 - accuracy: 0.7773 Epoch 207/500 718/718 [==============================] - 1s 863us/step - loss: 0.4482 - accuracy: 0.7802 Epoch 208/500 718/718 [==============================] - 1s 969us/step - loss: 0.4488 - accuracy: 0.7772 Epoch 209/500 718/718 [==============================] - 1s 926us/step - loss: 0.4487 - accuracy: 0.7777 Epoch 210/500 718/718 [==============================] - 1s 939us/step - loss: 0.4477 - accuracy: 0.7787 Epoch 211/500 718/718 [==============================] - 1s 938us/step - loss: 0.4484 - accuracy: 0.77960s - loss: 0.4363 Epoch 212/500 718/718 [==============================] - 1s 936us/step - loss: 0.4489 - accuracy: 0.7803 Epoch 213/500 718/718 [==============================] - 1s 888us/step - loss: 0.4489 - accuracy: 0.7784 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7800: 0s - loss: 0.4499 - accu Epoch 215/500 718/718 [==============================] - 1s 985us/step - loss: 0.4489 - accuracy: 0.7775 Epoch 216/500 718/718 [==============================] - 1s 901us/step - loss: 0.4487 - accuracy: 0.7811 Epoch 217/500 718/718 [==============================] - 1s 886us/step - loss: 0.4489 - accuracy: 0.7796 Epoch 218/500 718/718 [==============================] - 1s 891us/step - loss: 0.4492 - accuracy: 0.7801 Epoch 219/500 718/718 [==============================] - 1s 874us/step - loss: 0.4490 - accuracy: 0.7808 Epoch 220/500 718/718 [==============================] - 1s 889us/step - loss: 0.4488 - accuracy: 0.7788 Epoch 221/500 718/718 [==============================] - 1s 887us/step - loss: 0.4489 - accuracy: 0.7801 Epoch 222/500 718/718 [==============================] - 1s 863us/step - loss: 0.4491 - accuracy: 0.7811 Epoch 223/500 718/718 [==============================] - 1s 890us/step - loss: 0.4494 - accuracy: 0.7805 Epoch 224/500 718/718 [==============================] - 1s 879us/step - loss: 0.4484 - accuracy: 0.7810 Epoch 225/500 718/718 [==============================] - 1s 870us/step - loss: 0.4482 - accuracy: 0.7786 Epoch 226/500 718/718 [==============================] - 1s 874us/step - loss: 0.4486 - accuracy: 0.7793 Epoch 227/500 718/718 [==============================] - 1s 871us/step - loss: 0.4488 - accuracy: 0.7770 Epoch 228/500 718/718 [==============================] - 1s 895us/step - loss: 0.4489 - accuracy: 0.7786 Epoch 229/500 718/718 [==============================] - 1s 884us/step - loss: 0.4487 - accuracy: 0.7794 Epoch 230/500 718/718 [==============================] - 1s 886us/step - loss: 0.4485 - accuracy: 0.7786 Epoch 231/500 718/718 [==============================] - 1s 857us/step - loss: 0.4490 - accuracy: 0.7805 Epoch 232/500 718/718 [==============================] - 1s 868us/step - loss: 0.4491 - accuracy: 0.7790 Epoch 233/500 718/718 [==============================] - 1s 879us/step - loss: 0.4482 - accuracy: 0.7792 Epoch 234/500 718/718 [==============================] - 1s 885us/step - loss: 0.4487 - accuracy: 0.7799 Epoch 235/500 718/718 [==============================] - 1s 879us/step - loss: 0.4489 - accuracy: 0.7808 Epoch 236/500 718/718 [==============================] - 1s 902us/step - loss: 0.4494 - accuracy: 0.7779 Epoch 237/500 718/718 [==============================] - 1s 904us/step - loss: 0.4495 - accuracy: 0.7806 Epoch 238/500 718/718 [==============================] - 1s 881us/step - loss: 0.4485 - accuracy: 0.7807 Epoch 239/500 718/718 [==============================] - 1s 898us/step - loss: 0.4485 - accuracy: 0.7797 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7786 Epoch 241/500 718/718 [==============================] - 1s 882us/step - loss: 0.4484 - accuracy: 0.7799 Epoch 242/500 718/718 [==============================] - 1s 890us/step - loss: 0.4481 - accuracy: 0.7786 Epoch 243/500 718/718 [==============================] - 1s 890us/step - loss: 0.4480 - accuracy: 0.7801 Epoch 244/500 718/718 [==============================] - 1s 882us/step - loss: 0.4479 - accuracy: 0.7794 Epoch 245/500 718/718 [==============================] - 1s 928us/step - loss: 0.4466 - accuracy: 0.7801 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4467 - accuracy: 0.7802: 0s - loss: 0.4546 Epoch 247/500 718/718 [==============================] - 1s 923us/step - loss: 0.4466 - accuracy: 0.7817 Epoch 248/500 718/718 [==============================] - 1s 892us/step - loss: 0.4474 - accuracy: 0.7817 Epoch 249/500 718/718 [==============================] - 1s 896us/step - loss: 0.4461 - accuracy: 0.7798 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7826 Epoch 251/500 718/718 [==============================] - 1s 946us/step - loss: 0.4467 - accuracy: 0.7804 Epoch 252/500 718/718 [==============================] - 1s 905us/step - loss: 0.4461 - accuracy: 0.7815 Epoch 253/500 718/718 [==============================] - 1s 894us/step - loss: 0.4466 - accuracy: 0.7814 Epoch 254/500 718/718 [==============================] - 1s 852us/step - loss: 0.4461 - accuracy: 0.7820 Epoch 255/500 718/718 [==============================] - 1s 886us/step - loss: 0.4460 - accuracy: 0.7807 Epoch 256/500 718/718 [==============================] - 1s 871us/step - loss: 0.4466 - accuracy: 0.7805 Epoch 257/500 718/718 [==============================] - 1s 871us/step - loss: 0.4468 - accuracy: 0.7821 Epoch 258/500 718/718 [==============================] - 1s 875us/step - loss: 0.4461 - accuracy: 0.7826 Epoch 259/500 718/718 [==============================] - 1s 867us/step - loss: 0.4463 - accuracy: 0.7810 Epoch 260/500 718/718 [==============================] - 1s 878us/step - loss: 0.4454 - accuracy: 0.7791 Epoch 261/500 718/718 [==============================] - 1s 879us/step - loss: 0.4466 - accuracy: 0.7823 Epoch 262/500 718/718 [==============================] - 1s 889us/step - loss: 0.4467 - accuracy: 0.7820 Epoch 263/500 718/718 [==============================] - 1s 931us/step - loss: 0.4462 - accuracy: 0.7817 Epoch 264/500 718/718 [==============================] - 1s 861us/step - loss: 0.4456 - accuracy: 0.7820 Epoch 265/500 718/718 [==============================] - 1s 878us/step - loss: 0.4462 - accuracy: 0.7796 Epoch 266/500 718/718 [==============================] - 1s 878us/step - loss: 0.4463 - accuracy: 0.7817 Epoch 267/500 718/718 [==============================] - 1s 852us/step - loss: 0.4458 - accuracy: 0.7802 Epoch 268/500 718/718 [==============================] - 1s 872us/step - loss: 0.4460 - accuracy: 0.7817 Epoch 269/500 718/718 [==============================] - 1s 887us/step - loss: 0.4457 - accuracy: 0.7819 Epoch 270/500 718/718 [==============================] - 1s 857us/step - loss: 0.4459 - accuracy: 0.7831 Epoch 271/500 718/718 [==============================] - 1s 884us/step - loss: 0.4451 - accuracy: 0.7833 Epoch 272/500 718/718 [==============================] - 1s 871us/step - loss: 0.4460 - accuracy: 0.7825 Epoch 273/500 718/718 [==============================] - 1s 853us/step - loss: 0.4462 - accuracy: 0.7818 Epoch 274/500 718/718 [==============================] - 1s 877us/step - loss: 0.4456 - accuracy: 0.7839 Epoch 275/500 718/718 [==============================] - 1s 855us/step - loss: 0.4454 - accuracy: 0.7812 Epoch 276/500 718/718 [==============================] - 1s 892us/step - loss: 0.4453 - accuracy: 0.7848 Epoch 277/500 718/718 [==============================] - 1s 863us/step - loss: 0.4448 - accuracy: 0.7843 Epoch 278/500 718/718 [==============================] - 1s 860us/step - loss: 0.4439 - accuracy: 0.7841 Epoch 279/500 718/718 [==============================] - 1s 887us/step - loss: 0.4435 - accuracy: 0.7843 Epoch 280/500 718/718 [==============================] - 1s 884us/step - loss: 0.4434 - accuracy: 0.7834 Epoch 281/500 718/718 [==============================] - 1s 854us/step - loss: 0.4433 - accuracy: 0.7841 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7861 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4426 - accuracy: 0.7847 Epoch 284/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4413 - accuracy: 0.7856 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7876 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4421 - accuracy: 0.7855 Epoch 287/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4417 - accuracy: 0.7858 Epoch 288/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4417 - accuracy: 0.7856 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4422 - accuracy: 0.7877 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7844 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4413 - accuracy: 0.7861 Epoch 292/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4414 - accuracy: 0.7870 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7879 Epoch 294/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4406 - accuracy: 0.7870 Epoch 295/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4414 - accuracy: 0.7858 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4418 - accuracy: 0.7882 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7864 Epoch 298/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4407 - accuracy: 0.7881 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4430 - accuracy: 0.7869 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7885 Epoch 301/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4411 - accuracy: 0.7887 Epoch 302/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4403 - accuracy: 0.7880: 0s - Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7868 Epoch 304/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4404 - accuracy: 0.7887 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7892 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7907 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7889 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7901: 0s - loss: 0.4325 - ac Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7905 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4385 - accuracy: 0.7907 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7894 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7908 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7901 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7874 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7916 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7893: 0s - loss: 0.4456 - ETA: 0s - loss: 0.4398 - accuracy: 0. - ETA: 0s - loss: 0.4397 - accuracy: 0.78 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7899 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7891 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7893 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7888 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7877 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7862: 0s - loss: 0.4403 - accuracy: 0.78 - ETA: 0s - loss: 0.4441 - accuracy: - ETA: 0s - loss: 0.4447 - ac Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7893 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7886 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7903 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7899 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7912 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7890 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4387 - accuracy: 0.7892 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7881 Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7915 Epoch 332/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4382 - accuracy: 0.7898 Epoch 333/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7906 Epoch 334/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4377 - accuracy: 0.7901 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7910 Epoch 336/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7893 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7901 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7901 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7903 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7888 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7900 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7893 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7890 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7912 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7922 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7905 Epoch 347/500 718/718 [==============================] - 1s 984us/step - loss: 0.4396 - accuracy: 0.7896 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7901 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7897 Epoch 350/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7867 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7913 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7905 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7912 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7893 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7905 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7881 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7916 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7904 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7886 Epoch 360/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7862 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7881: 0s - loss: 0.4429 - Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7915 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7904 Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7917 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7881: 0s - loss: 0.443 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7895: 0s - loss: 0.4366 - accura Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7895 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7908 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7896 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7915 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7889 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7892 Epoch 373/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4398 - accuracy: 0.7898 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7922 Epoch 375/500 718/718 [==============================] - 1s 999us/step - loss: 0.4406 - accuracy: 0.7905 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7892 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7897 Epoch 378/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7905 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7891: 0s - loss: 0.4403 - accura Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7914 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7907 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7894: 0s - loss: 0.4443 - accuracy - ETA: 0s - loss: 0.4419 - accura Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7917 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7902: 0s - loss: 0.4407 - accuracy: Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7898 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7896: 0s - loss: 0.4347 - Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7904 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7909 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7904 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7907 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7888 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7898 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7893: 0s - loss: 0.4445 - ac Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7921 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7902 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7900 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7900 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7884 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7891 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7899 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7902: 0s - loss: 0.442 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7900 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7901: 0s - loss: 0.4389 - accuracy: 0. Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7904: 0s - loss: 0.4379 - ac Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7905 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7909: 0s - loss: 0.4450 - accuracy: 0. - ETA: 0s - loss: 0.4406 Epoch 407/500 718/718 [==============================] - 1s 992us/step - loss: 0.4402 - accuracy: 0.7885 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7899 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7900 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7897 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7902: 0s - loss: 0.4370 - accuracy: Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7889: 0s - los Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7891 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7908 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7883 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7904 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7887 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7902: 0s - loss: 0.4440 - accu Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7894 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7904: 0s - loss: 0.4328 - accu - ETA: 0s - loss: 0.4380 - accuracy Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7895 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4398 - accuracy: 0.7899 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7881 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7908 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7907 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7889 Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7901 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7882: 0s - loss: 0.4404 - accuracy: Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7881 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7875 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7882 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4393 - accuracy: 0.7893 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7908 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7923 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7935 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7882 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4401 - accuracy: 0.7885 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7905 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7885: 0s - loss: 0.4401 - accuracy: 0.78 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7910 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7915 Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7900 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7906 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7906 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7891 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7893 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7902: 0s - loss: 0.4419 - accuracy: 0. Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7899 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7886 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7904 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7896: 0s - loss: 0.4395 - accura Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7914 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7897: 0s - loss: 0.4421 - accuracy: 0. Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7896 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7891 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7895 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7896 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7917 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7893 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7888: 0s - loss: 0.4408 - accuracy: 0.78 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7901 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7895 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7895 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7895 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7875 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7892 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7908 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7895 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7902 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7895 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7896 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7887 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7917: 0s - loss: 0.4399 - accuracy: 0.79 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7902 Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7902 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7894: 0s - loss: 0.4417 - accuracy: Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7902 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7902 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7915 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7902 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7903 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7915 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7898 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7902 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7904: 0s - loss: 0.4386 - accuracy: 0. Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7895 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7923 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7906 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7897 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7925 Epoch 491/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7895 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7898 Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7885 Epoch 494/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4405 - accuracy: 0.7888 Epoch 495/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7894: 0s - loss: 0.4335 - ac Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4400 - accuracy: 0.7923 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7915 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7895 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4408 - accuracy: 0.7908 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7888 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6347 - accuracy: 0.6694 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5554 - accuracy: 0.7168 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5363 - accuracy: 0.7296 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5125 - accuracy: 0.7507 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4893 - accuracy: 0.7664: 0s - loss: 0.4925 - accuracy: 0. Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4730 - accuracy: 0.7752 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4623 - accuracy: 0.7796 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7857 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7857 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7916 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4431 - accuracy: 0.7927 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7929 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7948 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4388 - accuracy: 0.7963: 0s - loss: 0.4363 - accura Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4384 - accuracy: 0.7963 Epoch 16/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7952 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7978 Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7956 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4362 - accuracy: 0.7969: 0s - loss: 0.4395 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7971 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7985 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7972: 0s - loss: 0.4368 - accura Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7962 Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7990 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7984 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7987 Epoch 27/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7981 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4351 - accuracy: 0.7987 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7997 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.8007: 0s - loss: 0.4339 - accuracy: 0. Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4345 - accuracy: 0.7989 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.8002 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7990: 0s - loss: 0.4335 - accuracy: Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7989 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7964 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7983 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4342 - accuracy: 0.8000 Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7969 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.8007 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7985 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.8003 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4338 - accuracy: 0.7990 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7984 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7997 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7983 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7961 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.8011 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.8005 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7997 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7981 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7988 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.8006 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7990 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7967 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.8004 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7985 Epoch 57/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.8009 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7971: 0s - loss: 0.4334 Epoch 59/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7985: 0s - loss: 0.4378 Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7980 Epoch 61/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7985 Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7997 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7994: 0s - loss: 0.4309 - accuracy Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7976: 0s - loss: 0.4249 Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7986 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7991 Epoch 67/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.8009 Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8003: 0s - loss: 0.4343 - accu Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7989 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7983 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7998 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8002 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8020 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8002 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7993 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8007 Epoch 77/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7997 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.8001 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8014 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8022 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8034: 0s - loss: 0.4287 - accuracy: 0. Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8008 Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8020 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8029: 0s - loss: 0.424 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8008 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8024 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8023: 0s - loss: 0.4270 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8003: 0s - loss: 0.434 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.8010 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8030 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8041 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8046 Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8028 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8015 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8014 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8021 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8024 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8013 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8020: 0s - loss: 0.4254 - accu Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8016 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.7996 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8018 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8024: 0s - loss: 0.4270 - accura Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8032 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8024 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8019 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8017: 0s - loss: 0.4288 - accuracy: 0.80 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8039 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8013 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8019 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8007 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8016 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8008 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8009: 0s - loss: 0.419 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8034 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8016 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8001 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8011 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8005: 0s - loss: 0.433 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8020 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8037 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8020 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8006 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8015 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8038 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8024: 0s - loss: 0.4281 - accuracy: 0. Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8027 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8028 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8039 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8039 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8019 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8039 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8028 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8024 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8015 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8013 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8013 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8030: 0s - Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8038 Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8003 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8023 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8002: 0s - loss: 0.4272 - Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8018 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8018 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8027 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8024 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8014 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8037 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8013 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8025 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8022 Epoch 152/500 718/718 [==============================] - 1s 996us/step - loss: 0.4286 - accuracy: 0.8008 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8023: 0s - loss: 0.4256 - accuracy Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8032 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8024 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8069 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8027 Epoch 158/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8010 Epoch 159/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8025 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8031 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8019 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8035 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8043 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8042 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8036 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8041 Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8024 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8028 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8058 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8003 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8012 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8003 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8027 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8020 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8050 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8032 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8037 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8036 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8028 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8029 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.8031 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8013 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8030 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8003 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8010 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8014 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8029 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8026 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8030 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8023 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8023 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8030 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8027 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8004 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8024 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8027 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8014 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7997 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8019 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8005 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8029 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8021 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8006 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8030 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8002 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8020 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8007: 0s - loss: 0.4319 - accuracy Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8030 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8025: 0s - loss: 0.434 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8016 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8013: 0s - loss: 0.4336 - accu Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7994 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8013 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8016 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8010 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8012 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8019 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8015 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7997 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8008 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8021 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8014 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8024 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8000 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7998 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8010 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7996: 0s - loss: 0.4285 - accuracy: Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8003: 0s - loss: 0.4293 - accura Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8011 Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8021 Epoch 231/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7995 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8017 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8008 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8013: 0s - loss: 0.4280 - accuracy: 0.80 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8005: 0s - loss: 0.4236 - Epoch 236/500 718/718 [==============================] - ETA: 0s - loss: 0.4267 - accuracy: 0.80 - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8003 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8017: 0s - loss: 0.4256 - accuracy: Epoch 238/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8015 Epoch 239/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8004 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8003 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7990 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8008 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8024 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8011 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8010 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8003: 0s - loss: 0.4306 - accuracy: - ETA: 0s - loss: 0.4280 - accuracy: 0.79 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8008 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8012 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8005: 0s - loss: 0.4292 - accura Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8013 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8013: 0s - loss: 0.4224 - accuracy - ETA: 0s - loss: 0.4275 - accuracy: 0. Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8009 Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8016 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8013: 0s - loss: 0.4253 Epoch 255/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8040: 0s - loss: 0.4342 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8003 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7992 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8006 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7997 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7984 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7995: 0s - loss: 0.4278 - accuracy: Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8013: 0s - loss: 0.4269 - accuracy: 0. - ETA: 0s - loss: 0.4249 - accura Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8025: 0s - loss: 0.425 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7996 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8010 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8023 Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8012 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8018 Epoch 269/500 718/718 [==============================] - 1s 976us/step - loss: 0.4275 - accuracy: 0.7989 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7996: 1s - loss: - ETA: 0s - loss: 0.4266 - accuracy: 0. Epoch 271/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8001 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8001 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8012 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7998 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8007 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8004 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.8015 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8015 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8018 Epoch 280/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8003 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7995 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8006 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7996 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8001 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7993 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7998 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7992 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7994 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8026 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8017 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7985 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8025 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8001 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.8005 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8003 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.8026 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7991 Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8007 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7992 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8003 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8006 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7992: 0s - loss: 0.4285 - accu Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8017: 0s - loss: 0.4313 - accura Epoch 304/500 718/718 [==============================] - 1s 992us/step - loss: 0.4273 - accuracy: 0.7997 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8001 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.8008 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7995 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8011 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8013 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8018 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8003 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8014 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8010 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7988 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7989 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7970 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7999 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8010 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.8002 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7991 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8012 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7989 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7987 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7981 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7989 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7992: 0s - loss: 0.4239 - accuracy: 0. Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7996 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7995 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7984 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7990 Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7999: 0s - loss: 0.4264 - accuracy: 0.80 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7976 Epoch 333/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7983 Epoch 334/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7996 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4277 - accuracy: 0.7993: 0s - loss: 0.4 Epoch 336/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7995 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8003 Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8003 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.8012 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.8008 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7984 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8003 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7985 Epoch 344/500 718/718 [==============================] - 1s 982us/step - loss: 0.4270 - accuracy: 0.7978 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7983: 0s - loss: 0.4251 - accura Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7981 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7992 Epoch 348/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4270 - accuracy: 0.7991 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7990 Epoch 350/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7990 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7986: 0s - loss: 0.4260 - accu Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8011 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8005 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.8007 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7973: 0s - loss: 0.4219 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7995 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7997 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7989 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7978 Epoch 360/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7983 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7992 Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7991 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7999 Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8007 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8003 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7998 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.8003 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8005 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7961 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8000 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8010 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8003 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7984 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7997 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7990: 0s - loss: 0.4268 - accuracy: 0. - ETA: 0s - loss: 0.4242 - accu Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8010 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8006: 0s - loss: 0.424 Epoch 378/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7984 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8003 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.8002 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7990 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8017 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7998: 0s - loss: 0.4245 - accu Epoch 384/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7988 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.7993 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7990: 0s - loss: 0 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8014: 0s - loss: 0.4 Epoch 388/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.8005 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7997 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8009 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7991: 0s - loss: 0.4327 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7987 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8021 Epoch 394/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.8001 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8004 Epoch 396/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4262 - accuracy: 0.8001 Epoch 397/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7976 Epoch 398/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4258 - accuracy: 0.7984 Epoch 399/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.8021 Epoch 400/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.7994 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.8003 Epoch 402/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4258 - accuracy: 0.8013: 0s - loss: 0.423 Epoch 403/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4258 - accuracy: 0.8012 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8010 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.8005 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8016 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8002 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7991 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8006 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.8002 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8005 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8015: 0s - loss: 0.4168 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7993 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.8005 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8025 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8016 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7992 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.8019 Epoch 419/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4257 - accuracy: 0.7985 Epoch 420/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4260 - accuracy: 0.8003 Epoch 421/500 718/718 [==============================] - 1s 906us/step - loss: 0.4257 - accuracy: 0.8018 Epoch 422/500 718/718 [==============================] - 1s 898us/step - loss: 0.4260 - accuracy: 0.7979 Epoch 423/500 718/718 [==============================] - 1s 897us/step - loss: 0.4259 - accuracy: 0.7991 Epoch 424/500 718/718 [==============================] - 1s 870us/step - loss: 0.4263 - accuracy: 0.7993 Epoch 425/500 718/718 [==============================] - 1s 891us/step - loss: 0.4259 - accuracy: 0.7991 Epoch 426/500 718/718 [==============================] - 1s 875us/step - loss: 0.4259 - accuracy: 0.8007 Epoch 427/500 718/718 [==============================] - 1s 895us/step - loss: 0.4261 - accuracy: 0.7997 Epoch 428/500 718/718 [==============================] - 1s 897us/step - loss: 0.4258 - accuracy: 0.8031 Epoch 429/500 718/718 [==============================] - 1s 867us/step - loss: 0.4266 - accuracy: 0.7997 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7988 Epoch 431/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4261 - accuracy: 0.7989 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8005 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.7985 Epoch 434/500 718/718 [==============================] - 1s 969us/step - loss: 0.4256 - accuracy: 0.8017 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8002 Epoch 436/500 718/718 [==============================] - 1s 973us/step - loss: 0.4261 - accuracy: 0.7989 Epoch 437/500 718/718 [==============================] - 1s 924us/step - loss: 0.4260 - accuracy: 0.79900s - loss: 0.4379 - Epoch 438/500 718/718 [==============================] - 1s 948us/step - loss: 0.4256 - accuracy: 0.8006 Epoch 439/500 718/718 [==============================] - 1s 980us/step - loss: 0.4260 - accuracy: 0.8004 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.8025 Epoch 441/500 718/718 [==============================] - 1s 975us/step - loss: 0.4257 - accuracy: 0.80220s - loss: 0.4270 - accuracy: 0.80 Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.7994: 0s - loss: 0.4284 - accuracy: Epoch 443/500 718/718 [==============================] - 1s 925us/step - loss: 0.4260 - accuracy: 0.8029 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7998 Epoch 445/500 718/718 [==============================] - 1s 889us/step - loss: 0.4260 - accuracy: 0.7995 Epoch 446/500 718/718 [==============================] - 1s 956us/step - loss: 0.4261 - accuracy: 0.7980 Epoch 447/500 718/718 [==============================] - 1s 950us/step - loss: 0.4259 - accuracy: 0.7989 Epoch 448/500 718/718 [==============================] - 1s 953us/step - loss: 0.4257 - accuracy: 0.7998 Epoch 449/500 718/718 [==============================] - 1s 862us/step - loss: 0.4260 - accuracy: 0.7986 Epoch 450/500 718/718 [==============================] - 1s 899us/step - loss: 0.4262 - accuracy: 0.8003 Epoch 451/500 718/718 [==============================] - 1s 894us/step - loss: 0.4252 - accuracy: 0.8015 Epoch 452/500 718/718 [==============================] - 1s 861us/step - loss: 0.4261 - accuracy: 0.8004 Epoch 453/500 718/718 [==============================] - 1s 893us/step - loss: 0.4252 - accuracy: 0.8010 Epoch 454/500 718/718 [==============================] - 1s 893us/step - loss: 0.4261 - accuracy: 0.8016 Epoch 455/500 718/718 [==============================] - 1s 870us/step - loss: 0.4258 - accuracy: 0.7993 Epoch 456/500 718/718 [==============================] - 1s 875us/step - loss: 0.4257 - accuracy: 0.8019 Epoch 457/500 718/718 [==============================] - 1s 892us/step - loss: 0.4257 - accuracy: 0.7997 Epoch 458/500 718/718 [==============================] - 1s 867us/step - loss: 0.4262 - accuracy: 0.7980 Epoch 459/500 718/718 [==============================] - 1s 894us/step - loss: 0.4256 - accuracy: 0.7988 Epoch 460/500 718/718 [==============================] - 1s 876us/step - loss: 0.4256 - accuracy: 0.8000 Epoch 461/500 718/718 [==============================] - 1s 879us/step - loss: 0.4259 - accuracy: 0.8013 Epoch 462/500 718/718 [==============================] - 1s 885us/step - loss: 0.4260 - accuracy: 0.7985 Epoch 463/500 718/718 [==============================] - 1s 877us/step - loss: 0.4256 - accuracy: 0.7978 Epoch 464/500 718/718 [==============================] - 1s 886us/step - loss: 0.4263 - accuracy: 0.8014 Epoch 465/500 718/718 [==============================] - 1s 890us/step - loss: 0.4260 - accuracy: 0.8006 Epoch 466/500 718/718 [==============================] - 1s 875us/step - loss: 0.4259 - accuracy: 0.8013 Epoch 467/500 718/718 [==============================] - 1s 885us/step - loss: 0.4260 - accuracy: 0.7976 Epoch 468/500 718/718 [==============================] - 1s 873us/step - loss: 0.4263 - accuracy: 0.7981 Epoch 469/500 718/718 [==============================] - 1s 869us/step - loss: 0.4256 - accuracy: 0.7990 Epoch 470/500 718/718 [==============================] - 1s 936us/step - loss: 0.4258 - accuracy: 0.8000 Epoch 471/500 718/718 [==============================] - 1s 863us/step - loss: 0.4260 - accuracy: 0.7992 Epoch 472/500 718/718 [==============================] - 1s 917us/step - loss: 0.4262 - accuracy: 0.7982 Epoch 473/500 718/718 [==============================] - 1s 889us/step - loss: 0.4254 - accuracy: 0.7998 Epoch 474/500 718/718 [==============================] - 1s 865us/step - loss: 0.4264 - accuracy: 0.7976 Epoch 475/500 718/718 [==============================] - 1s 899us/step - loss: 0.4258 - accuracy: 0.7996 Epoch 476/500 718/718 [==============================] - 1s 883us/step - loss: 0.4256 - accuracy: 0.7987 Epoch 477/500 718/718 [==============================] - 1s 872us/step - loss: 0.4261 - accuracy: 0.8003 Epoch 478/500 718/718 [==============================] - 1s 878us/step - loss: 0.4252 - accuracy: 0.8010 Epoch 479/500 718/718 [==============================] - 1s 883us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 480/500 718/718 [==============================] - 1s 892us/step - loss: 0.4259 - accuracy: 0.7994 Epoch 481/500 718/718 [==============================] - 1s 897us/step - loss: 0.4259 - accuracy: 0.8003 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7993 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7999 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8017 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7997 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.8001 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8004 Epoch 488/500 718/718 [==============================] - 1s 942us/step - loss: 0.4261 - accuracy: 0.7999 Epoch 489/500 718/718 [==============================] - 1s 924us/step - loss: 0.4253 - accuracy: 0.8004 Epoch 490/500 718/718 [==============================] - 1s 881us/step - loss: 0.4265 - accuracy: 0.7994 Epoch 491/500 718/718 [==============================] - 1s 884us/step - loss: 0.4251 - accuracy: 0.7996 Epoch 492/500 718/718 [==============================] - 1s 888us/step - loss: 0.4261 - accuracy: 0.7998 Epoch 493/500 718/718 [==============================] - 1s 870us/step - loss: 0.4259 - accuracy: 0.8002 Epoch 494/500 718/718 [==============================] - 1s 871us/step - loss: 0.4256 - accuracy: 0.8000 Epoch 495/500 718/718 [==============================] - 1s 887us/step - loss: 0.4256 - accuracy: 0.7996 Epoch 496/500 718/718 [==============================] - 1s 873us/step - loss: 0.4256 - accuracy: 0.7978 Epoch 497/500 718/718 [==============================] - 1s 886us/step - loss: 0.4256 - accuracy: 0.7988 Epoch 498/500 718/718 [==============================] - 1s 885us/step - loss: 0.4259 - accuracy: 0.8007 Epoch 499/500 718/718 [==============================] - 1s 864us/step - loss: 0.4257 - accuracy: 0.7986 Epoch 500/500 718/718 [==============================] - 1s 915us/step - loss: 0.4254 - accuracy: 0.8020 Epoch 1/500 718/718 [==============================] - 1s 947us/step - loss: 0.6315 - accuracy: 0.6263 Epoch 2/500 718/718 [==============================] - 1s 910us/step - loss: 0.5705 - accuracy: 0.7165 Epoch 3/500 718/718 [==============================] - 1s 925us/step - loss: 0.5617 - accuracy: 0.7206 Epoch 4/500 718/718 [==============================] - 1s 864us/step - loss: 0.5532 - accuracy: 0.7234 Epoch 5/500 718/718 [==============================] - 1s 843us/step - loss: 0.5419 - accuracy: 0.7277 Epoch 6/500 718/718 [==============================] - 1s 860us/step - loss: 0.5313 - accuracy: 0.7355 Epoch 7/500 718/718 [==============================] - 1s 842us/step - loss: 0.5250 - accuracy: 0.7408 Epoch 8/500 718/718 [==============================] - 1s 859us/step - loss: 0.5215 - accuracy: 0.7449 Epoch 9/500 718/718 [==============================] - 1s 865us/step - loss: 0.5182 - accuracy: 0.7481 Epoch 10/500 718/718 [==============================] - 1s 841us/step - loss: 0.5161 - accuracy: 0.7496 Epoch 11/500 718/718 [==============================] - 1s 854us/step - loss: 0.5142 - accuracy: 0.7511 Epoch 12/500 718/718 [==============================] - 1s 856us/step - loss: 0.5131 - accuracy: 0.7497 Epoch 13/500 718/718 [==============================] - 1s 857us/step - loss: 0.5116 - accuracy: 0.7499 Epoch 14/500 718/718 [==============================] - 1s 868us/step - loss: 0.5112 - accuracy: 0.7507 Epoch 15/500 718/718 [==============================] - 1s 843us/step - loss: 0.5103 - accuracy: 0.7481 Epoch 16/500 718/718 [==============================] - 1s 862us/step - loss: 0.5094 - accuracy: 0.7544 Epoch 17/500 718/718 [==============================] - 1s 857us/step - loss: 0.5087 - accuracy: 0.7542 Epoch 18/500 718/718 [==============================] - 1s 840us/step - loss: 0.5082 - accuracy: 0.7521 Epoch 19/500 718/718 [==============================] - 1s 861us/step - loss: 0.5076 - accuracy: 0.7529 Epoch 20/500 718/718 [==============================] - 1s 837us/step - loss: 0.5068 - accuracy: 0.7542 Epoch 21/500 718/718 [==============================] - 1s 901us/step - loss: 0.5068 - accuracy: 0.7525 Epoch 22/500 718/718 [==============================] - 1s 883us/step - loss: 0.5061 - accuracy: 0.7558 Epoch 23/500 718/718 [==============================] - 1s 856us/step - loss: 0.5061 - accuracy: 0.7542 Epoch 24/500 718/718 [==============================] - 1s 894us/step - loss: 0.5054 - accuracy: 0.7542 Epoch 25/500 718/718 [==============================] - 1s 877us/step - loss: 0.5047 - accuracy: 0.7543 Epoch 26/500 718/718 [==============================] - 1s 857us/step - loss: 0.5042 - accuracy: 0.7508 Epoch 27/500 718/718 [==============================] - 1s 871us/step - loss: 0.5034 - accuracy: 0.7543 Epoch 28/500 718/718 [==============================] - 1s 854us/step - loss: 0.5030 - accuracy: 0.7529 Epoch 29/500 718/718 [==============================] - 1s 896us/step - loss: 0.5021 - accuracy: 0.7544 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5018 - accuracy: 0.7542: 0s - loss: 0.4986 - accuracy: 0. Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5009 - accuracy: 0.7549 Epoch 32/500 718/718 [==============================] - 1s 865us/step - loss: 0.5000 - accuracy: 0.7538 Epoch 33/500 718/718 [==============================] - 1s 887us/step - loss: 0.4999 - accuracy: 0.7568 Epoch 34/500 718/718 [==============================] - 1s 999us/step - loss: 0.4995 - accuracy: 0.75610s - loss: 0.4992 - accuracy: 0.75 Epoch 35/500 718/718 [==============================] - 1s 862us/step - loss: 0.4987 - accuracy: 0.7573 Epoch 36/500 718/718 [==============================] - 1s 877us/step - loss: 0.4990 - accuracy: 0.7580 Epoch 37/500 718/718 [==============================] - 1s 855us/step - loss: 0.4977 - accuracy: 0.7582 Epoch 38/500 718/718 [==============================] - 1s 876us/step - loss: 0.4967 - accuracy: 0.7599 Epoch 39/500 718/718 [==============================] - 1s 885us/step - loss: 0.4960 - accuracy: 0.7593 Epoch 40/500 718/718 [==============================] - 1s 894us/step - loss: 0.4954 - accuracy: 0.7585 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4943 - accuracy: 0.7585: 0s - loss: 0.4959 - accuracy: 0.75 - ETA: 0s - loss: 0.4948 - accuracy: 0. Epoch 42/500 718/718 [==============================] - 1s 964us/step - loss: 0.4938 - accuracy: 0.76120s - loss: 0.4911 - accura Epoch 43/500 718/718 [==============================] - 1s 999us/step - loss: 0.4936 - accuracy: 0.7597 Epoch 44/500 718/718 [==============================] - 1s 889us/step - loss: 0.4927 - accuracy: 0.7612 Epoch 45/500 718/718 [==============================] - 1s 902us/step - loss: 0.4922 - accuracy: 0.76100s - loss: 0.4901 - accura Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4918 - accuracy: 0.7584 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4917 - accuracy: 0.7612 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4917 - accuracy: 0.7603 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4914 - accuracy: 0.7611 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4906 - accuracy: 0.7632 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4912 - accuracy: 0.7615: 0s - loss: 0 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4908 - accuracy: 0.7618 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4901 - accuracy: 0.7618 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4905 - accuracy: 0.7622: 0s - loss: 0.4909 - Epoch 55/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4901 - accuracy: 0.7603 Epoch 56/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4900 - accuracy: 0.7619 Epoch 57/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4901 - accuracy: 0.7635 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4896 - accuracy: 0.7635: 0s - loss: 0.4 Epoch 59/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4896 - accuracy: 0.7602 Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4898 - accuracy: 0.7615 Epoch 61/500 718/718 [==============================] - 1s 980us/step - loss: 0.4891 - accuracy: 0.7620 Epoch 62/500 718/718 [==============================] - 1s 923us/step - loss: 0.4894 - accuracy: 0.7613 Epoch 63/500 718/718 [==============================] - 1s 882us/step - loss: 0.4895 - accuracy: 0.7617 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4893 - accuracy: 0.7625: 0s - loss: 0.4843 - accu Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4888 - accuracy: 0.7606 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4891 - accuracy: 0.7623 Epoch 67/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4887 - accuracy: 0.7616 Epoch 68/500 718/718 [==============================] - 1s 999us/step - loss: 0.4890 - accuracy: 0.7635 Epoch 69/500 718/718 [==============================] - 1s 942us/step - loss: 0.4883 - accuracy: 0.7628 Epoch 70/500 718/718 [==============================] - 1s 912us/step - loss: 0.4890 - accuracy: 0.7608 Epoch 71/500 718/718 [==============================] - 1s 870us/step - loss: 0.4888 - accuracy: 0.7617 Epoch 72/500 718/718 [==============================] - 1s 900us/step - loss: 0.4883 - accuracy: 0.7624 Epoch 73/500 718/718 [==============================] - 1s 867us/step - loss: 0.4883 - accuracy: 0.7640 Epoch 74/500 718/718 [==============================] - 1s 906us/step - loss: 0.4881 - accuracy: 0.7655 Epoch 75/500 718/718 [==============================] - 1s 890us/step - loss: 0.4882 - accuracy: 0.7626 Epoch 76/500 718/718 [==============================] - 1s 895us/step - loss: 0.4881 - accuracy: 0.7631 Epoch 77/500 718/718 [==============================] - 1s 898us/step - loss: 0.4879 - accuracy: 0.7611 Epoch 78/500 718/718 [==============================] - 1s 886us/step - loss: 0.4882 - accuracy: 0.7625 Epoch 79/500 718/718 [==============================] - 1s 869us/step - loss: 0.4881 - accuracy: 0.7637 Epoch 80/500 718/718 [==============================] - 1s 901us/step - loss: 0.4883 - accuracy: 0.7631 Epoch 81/500 718/718 [==============================] - 1s 969us/step - loss: 0.4883 - accuracy: 0.7619 Epoch 82/500 718/718 [==============================] - 1s 868us/step - loss: 0.4880 - accuracy: 0.7638 Epoch 83/500 718/718 [==============================] - 1s 961us/step - loss: 0.4878 - accuracy: 0.7617 Epoch 84/500 718/718 [==============================] - 1s 906us/step - loss: 0.4880 - accuracy: 0.7633 Epoch 85/500 718/718 [==============================] - 1s 885us/step - loss: 0.4875 - accuracy: 0.7637 Epoch 86/500 718/718 [==============================] - 1s 891us/step - loss: 0.4876 - accuracy: 0.7638 Epoch 87/500 718/718 [==============================] - 1s 873us/step - loss: 0.4876 - accuracy: 0.7628 Epoch 88/500 718/718 [==============================] - 1s 898us/step - loss: 0.4875 - accuracy: 0.7622 Epoch 89/500 718/718 [==============================] - 1s 888us/step - loss: 0.4880 - accuracy: 0.7616 Epoch 90/500 718/718 [==============================] - 1s 873us/step - loss: 0.4870 - accuracy: 0.7658 Epoch 91/500 718/718 [==============================] - 1s 914us/step - loss: 0.4878 - accuracy: 0.7631 Epoch 92/500 718/718 [==============================] - 1s 892us/step - loss: 0.4877 - accuracy: 0.7621 Epoch 93/500 718/718 [==============================] - 1s 880us/step - loss: 0.4877 - accuracy: 0.7631 Epoch 94/500 718/718 [==============================] - 1s 891us/step - loss: 0.4876 - accuracy: 0.7620 Epoch 95/500 718/718 [==============================] - 1s 886us/step - loss: 0.4876 - accuracy: 0.7618 Epoch 96/500 718/718 [==============================] - 1s 884us/step - loss: 0.4868 - accuracy: 0.7631 Epoch 97/500 718/718 [==============================] - 1s 908us/step - loss: 0.4877 - accuracy: 0.7629 Epoch 98/500 718/718 [==============================] - 1s 882us/step - loss: 0.4871 - accuracy: 0.7614 Epoch 99/500 718/718 [==============================] - 1s 936us/step - loss: 0.4867 - accuracy: 0.7637 Epoch 100/500 718/718 [==============================] - 1s 898us/step - loss: 0.4869 - accuracy: 0.7628 Epoch 101/500 718/718 [==============================] - 1s 885us/step - loss: 0.4868 - accuracy: 0.7624 Epoch 102/500 718/718 [==============================] - 1s 918us/step - loss: 0.4863 - accuracy: 0.7637 Epoch 103/500 718/718 [==============================] - 1s 905us/step - loss: 0.4868 - accuracy: 0.7615 Epoch 104/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4871 - accuracy: 0.7621 Epoch 105/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4859 - accuracy: 0.7621 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4858 - accuracy: 0.7605 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4860 - accuracy: 0.7659 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4855 - accuracy: 0.7643: 0s - loss: 0.4867 - accu Epoch 109/500 718/718 [==============================] - 1s 940us/step - loss: 0.4856 - accuracy: 0.7624 Epoch 110/500 718/718 [==============================] - 1s 941us/step - loss: 0.4854 - accuracy: 0.7631 Epoch 111/500 718/718 [==============================] - 1s 917us/step - loss: 0.4851 - accuracy: 0.7649 Epoch 112/500 718/718 [==============================] - 1s 999us/step - loss: 0.4843 - accuracy: 0.7670 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4847 - accuracy: 0.7640 Epoch 114/500 718/718 [==============================] - 1s 950us/step - loss: 0.4842 - accuracy: 0.7640 Epoch 115/500 718/718 [==============================] - 1s 868us/step - loss: 0.4846 - accuracy: 0.7645 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4845 - accuracy: 0.7659 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4842 - accuracy: 0.7639 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4837 - accuracy: 0.7643 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4841 - accuracy: 0.7653 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4841 - accuracy: 0.7656 Epoch 121/500 718/718 [==============================] - 1s 985us/step - loss: 0.4841 - accuracy: 0.76530s - loss: 0.4827 - accuracy: 0. Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4836 - accuracy: 0.7653 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4841 - accuracy: 0.7633 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4826 - accuracy: 0.7644 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4830 - accuracy: 0.7644: 0s - loss: 0.4810 - accuracy: 0.76 Epoch 126/500 718/718 [==============================] - 1s 963us/step - loss: 0.4832 - accuracy: 0.7680 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4831 - accuracy: 0.7644 Epoch 128/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4832 - accuracy: 0.7647 Epoch 129/500 718/718 [==============================] - 1s 953us/step - loss: 0.4832 - accuracy: 0.7633 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4828 - accuracy: 0.7638 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4826 - accuracy: 0.7653 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4825 - accuracy: 0.7642 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4825 - accuracy: 0.7669 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4828 - accuracy: 0.7648 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4817 - accuracy: 0.7664 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4821 - accuracy: 0.7651 Epoch 137/500 718/718 [==============================] - 1s 938us/step - loss: 0.4813 - accuracy: 0.7664 Epoch 138/500 718/718 [==============================] - 1s 898us/step - loss: 0.4824 - accuracy: 0.7653 Epoch 139/500 718/718 [==============================] - 1s 935us/step - loss: 0.4811 - accuracy: 0.7660 Epoch 140/500 718/718 [==============================] - 1s 898us/step - loss: 0.4815 - accuracy: 0.7657 Epoch 141/500 718/718 [==============================] - 1s 892us/step - loss: 0.4814 - accuracy: 0.7641 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4811 - accuracy: 0.7658 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4808 - accuracy: 0.7643 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4803 - accuracy: 0.7640: 0s - loss: 0.4901 - accuracy: 0. - ETA: 0s - loss: 0.4894 - Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4804 - accuracy: 0.7645 Epoch 146/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4794 - accuracy: 0.7655 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4797 - accuracy: 0.7638 Epoch 148/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4794 - accuracy: 0.7667 Epoch 149/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4791 - accuracy: 0.7651: 0s - loss: 0.4770 - accuracy Epoch 150/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4789 - accuracy: 0.7661 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4787 - accuracy: 0.7651 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4772 - accuracy: 0.7651 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4776 - accuracy: 0.7678 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4766 - accuracy: 0.7680 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4765 - accuracy: 0.7680 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4763 - accuracy: 0.7672 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4759 - accuracy: 0.7652 Epoch 158/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4758 - accuracy: 0.7666 Epoch 159/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4748 - accuracy: 0.7694 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4739 - accuracy: 0.7686 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4731 - accuracy: 0.7683 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4723 - accuracy: 0.7655 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4703 - accuracy: 0.7643 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4684 - accuracy: 0.7664 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4668 - accuracy: 0.7682 Epoch 166/500 718/718 [==============================] - 1s 954us/step - loss: 0.4658 - accuracy: 0.7693 Epoch 167/500 718/718 [==============================] - 1s 916us/step - loss: 0.4651 - accuracy: 0.7677 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4636 - accuracy: 0.7715 Epoch 169/500 718/718 [==============================] - 1s 995us/step - loss: 0.4627 - accuracy: 0.7716 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4616 - accuracy: 0.7752 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4610 - accuracy: 0.7737 Epoch 172/500 718/718 [==============================] - 1s 962us/step - loss: 0.4598 - accuracy: 0.7749 Epoch 173/500 718/718 [==============================] - 1s 996us/step - loss: 0.4601 - accuracy: 0.7758 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7766 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7774 Epoch 176/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4578 - accuracy: 0.7785: 0s - loss: Epoch 177/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4561 - accuracy: 0.7769 Epoch 178/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4561 - accuracy: 0.7784 Epoch 179/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4549 - accuracy: 0.7780 Epoch 180/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4535 - accuracy: 0.7778 Epoch 181/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4527 - accuracy: 0.7801 Epoch 182/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4519 - accuracy: 0.7788 Epoch 183/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4496 - accuracy: 0.7846 Epoch 184/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4462 - accuracy: 0.7847 Epoch 185/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4436 - accuracy: 0.7849 Epoch 186/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4411 - accuracy: 0.7901 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4396 - accuracy: 0.7887: 0s - loss: 0.4360 - accu Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7897 Epoch 189/500 718/718 [==============================] - 1s 999us/step - loss: 0.4363 - accuracy: 0.7942 Epoch 190/500 718/718 [==============================] - 1s 920us/step - loss: 0.4363 - accuracy: 0.79490s - loss: 0.4383 - Epoch 191/500 718/718 [==============================] - 1s 880us/step - loss: 0.4350 - accuracy: 0.7936 Epoch 192/500 718/718 [==============================] - 1s 902us/step - loss: 0.4348 - accuracy: 0.79620s - loss: 0.4346 - accuracy: 0.79 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7969: 0s - loss: Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4341 - accuracy: 0.7968 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4337 - accuracy: 0.7976 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7980 Epoch 197/500 718/718 [==============================] - 1s 934us/step - loss: 0.4329 - accuracy: 0.7982 Epoch 198/500 718/718 [==============================] - 1s 915us/step - loss: 0.4331 - accuracy: 0.7975 Epoch 199/500 718/718 [==============================] - 1s 972us/step - loss: 0.4319 - accuracy: 0.7983 Epoch 200/500 718/718 [==============================] - 1s 983us/step - loss: 0.4316 - accuracy: 0.8011 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7981: 0s - loss: 0.4311 - Epoch 202/500 718/718 [==============================] - 1s 946us/step - loss: 0.4318 - accuracy: 0.7992 Epoch 203/500 718/718 [==============================] - 1s 897us/step - loss: 0.4321 - accuracy: 0.7980 Epoch 204/500 718/718 [==============================] - 1s 929us/step - loss: 0.4311 - accuracy: 0.7980 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.8003 Epoch 206/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7974: 0s - loss: 0.4292 - accuracy: 0. Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7990: 0s - loss: 0.4315 - accuracy: 0.79 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7990 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7997 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7981 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7984 Epoch 212/500 718/718 [==============================] - 1s 955us/step - loss: 0.4304 - accuracy: 0.8020 Epoch 213/500 718/718 [==============================] - 1s 990us/step - loss: 0.4300 - accuracy: 0.8015 Epoch 214/500 718/718 [==============================] - 1s 914us/step - loss: 0.4295 - accuracy: 0.8023 Epoch 215/500 718/718 [==============================] - 1s 941us/step - loss: 0.4309 - accuracy: 0.7990 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7971 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8003: 0s - l Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8012 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.8000 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8011 Epoch 221/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.8001 Epoch 222/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4301 - accuracy: 0.7993 Epoch 223/500 718/718 [==============================] - 1s 893us/step - loss: 0.4292 - accuracy: 0.8016 Epoch 224/500 718/718 [==============================] - 1s 967us/step - loss: 0.4293 - accuracy: 0.8009 Epoch 225/500 718/718 [==============================] - 1s 886us/step - loss: 0.4295 - accuracy: 0.7984 Epoch 226/500 718/718 [==============================] - 1s 935us/step - loss: 0.4299 - accuracy: 0.7999 Epoch 227/500 718/718 [==============================] - 1s 870us/step - loss: 0.4294 - accuracy: 0.80160s - loss: 0.4280 - accuracy Epoch 228/500 718/718 [==============================] - 1s 879us/step - loss: 0.4297 - accuracy: 0.7990 Epoch 229/500 718/718 [==============================] - 1s 880us/step - loss: 0.4296 - accuracy: 0.8021 Epoch 230/500 718/718 [==============================] - 1s 941us/step - loss: 0.4292 - accuracy: 0.7986 Epoch 231/500 718/718 [==============================] - 1s 904us/step - loss: 0.4290 - accuracy: 0.8019 Epoch 232/500 718/718 [==============================] - 1s 892us/step - loss: 0.4297 - accuracy: 0.8021 Epoch 233/500 718/718 [==============================] - 1s 874us/step - loss: 0.4287 - accuracy: 0.8006 Epoch 234/500 718/718 [==============================] - 1s 906us/step - loss: 0.4295 - accuracy: 0.8030 Epoch 235/500 718/718 [==============================] - 1s 917us/step - loss: 0.4285 - accuracy: 0.7989 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4288 - accuracy: 0.8014 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7999: 2s - Epoch 238/500 718/718 [==============================] - 1s 883us/step - loss: 0.4283 - accuracy: 0.8027 Epoch 239/500 718/718 [==============================] - 1s 881us/step - loss: 0.4299 - accuracy: 0.8017 Epoch 240/500 718/718 [==============================] - 1s 872us/step - loss: 0.4287 - accuracy: 0.7992 Epoch 241/500 718/718 [==============================] - 1s 866us/step - loss: 0.4291 - accuracy: 0.8022 Epoch 242/500 718/718 [==============================] - 1s 870us/step - loss: 0.4290 - accuracy: 0.8017 Epoch 243/500 718/718 [==============================] - 1s 901us/step - loss: 0.4291 - accuracy: 0.8010 Epoch 244/500 718/718 [==============================] - 1s 893us/step - loss: 0.4292 - accuracy: 0.8017 Epoch 245/500 718/718 [==============================] - 1s 891us/step - loss: 0.4279 - accuracy: 0.8014 Epoch 246/500 718/718 [==============================] - 1s 871us/step - loss: 0.4285 - accuracy: 0.7980 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7995 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.8005 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8022 Epoch 250/500 718/718 [==============================] - 1s 963us/step - loss: 0.4286 - accuracy: 0.7990 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8000 Epoch 252/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4286 - accuracy: 0.8019 Epoch 253/500 718/718 [==============================] - 1s 915us/step - loss: 0.4287 - accuracy: 0.8030 Epoch 254/500 718/718 [==============================] - 1s 907us/step - loss: 0.4288 - accuracy: 0.7998 Epoch 255/500 718/718 [==============================] - 1s 955us/step - loss: 0.4288 - accuracy: 0.8010 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.8008 Epoch 257/500 718/718 [==============================] - 1s 931us/step - loss: 0.4287 - accuracy: 0.7985 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8012 Epoch 259/500 718/718 [==============================] - 1s 968us/step - loss: 0.4284 - accuracy: 0.8009 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8028 Epoch 261/500 718/718 [==============================] - 1s 868us/step - loss: 0.4287 - accuracy: 0.8019 Epoch 262/500 718/718 [==============================] - 1s 882us/step - loss: 0.4293 - accuracy: 0.8018 Epoch 263/500 718/718 [==============================] - 1s 932us/step - loss: 0.4292 - accuracy: 0.8022 Epoch 264/500 718/718 [==============================] - 1s 939us/step - loss: 0.4289 - accuracy: 0.8019 Epoch 265/500 718/718 [==============================] - 1s 885us/step - loss: 0.4288 - accuracy: 0.8014 Epoch 266/500 718/718 [==============================] - 1s 868us/step - loss: 0.4289 - accuracy: 0.8012 Epoch 267/500 718/718 [==============================] - 1s 868us/step - loss: 0.4290 - accuracy: 0.8019 Epoch 268/500 718/718 [==============================] - 1s 875us/step - loss: 0.4283 - accuracy: 0.8019 Epoch 269/500 718/718 [==============================] - 1s 862us/step - loss: 0.4286 - accuracy: 0.7998 Epoch 270/500 718/718 [==============================] - 1s 872us/step - loss: 0.4282 - accuracy: 0.8014 Epoch 271/500 718/718 [==============================] - 1s 874us/step - loss: 0.4284 - accuracy: 0.80240s - loss: 0.4259 - accura Epoch 272/500 718/718 [==============================] - 1s 870us/step - loss: 0.4285 - accuracy: 0.8031 Epoch 273/500 718/718 [==============================] - 1s 866us/step - loss: 0.4283 - accuracy: 0.8026 Epoch 274/500 718/718 [==============================] - 1s 868us/step - loss: 0.4293 - accuracy: 0.8024 Epoch 275/500 718/718 [==============================] - 1s 963us/step - loss: 0.4285 - accuracy: 0.8006 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8000 Epoch 277/500 718/718 [==============================] - 1s 961us/step - loss: 0.4282 - accuracy: 0.8012 Epoch 278/500 718/718 [==============================] - 1s 973us/step - loss: 0.4285 - accuracy: 0.8002 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8000 Epoch 280/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.8016 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.8018 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8030 Epoch 283/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4286 - accuracy: 0.8036 Epoch 284/500 718/718 [==============================] - 1s 988us/step - loss: 0.4280 - accuracy: 0.8037 Epoch 285/500 718/718 [==============================] - 1s 889us/step - loss: 0.4276 - accuracy: 0.8035 Epoch 286/500 718/718 [==============================] - 1s 892us/step - loss: 0.4280 - accuracy: 0.8031 Epoch 287/500 718/718 [==============================] - 1s 925us/step - loss: 0.4279 - accuracy: 0.8032 Epoch 288/500 718/718 [==============================] - 1s 978us/step - loss: 0.4288 - accuracy: 0.8015 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8010: 0s - loss: 0.4 Epoch 290/500 718/718 [==============================] - 1s 936us/step - loss: 0.4289 - accuracy: 0.8019 Epoch 291/500 718/718 [==============================] - 1s 892us/step - loss: 0.4276 - accuracy: 0.8032 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.8014 Epoch 293/500 718/718 [==============================] - 1s 956us/step - loss: 0.4287 - accuracy: 0.80130s - loss: 0.4321 - accuracy: 0. Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8017 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8038 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.8025 Epoch 297/500 718/718 [==============================] - 1s 919us/step - loss: 0.4280 - accuracy: 0.8032 Epoch 298/500 718/718 [==============================] - 1s 907us/step - loss: 0.4284 - accuracy: 0.8005 Epoch 299/500 718/718 [==============================] - 1s 913us/step - loss: 0.4283 - accuracy: 0.7987 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8016 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8011 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8022 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.8013 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7997 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7998 Epoch 306/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4279 - accuracy: 0.8024 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.8024 Epoch 308/500 718/718 [==============================] - 1s 950us/step - loss: 0.4284 - accuracy: 0.8003 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7997 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.8025 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.8037 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7991: 0s - loss: 0.424 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7984: 0s - loss: 0.4263 - accuracy: 0. Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7997 Epoch 315/500 718/718 [==============================] - 1s 994us/step - loss: 0.4284 - accuracy: 0.7993 Epoch 316/500 718/718 [==============================] - 1s 934us/step - loss: 0.4282 - accuracy: 0.8023 Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7995 Epoch 318/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4285 - accuracy: 0.8016 Epoch 319/500 718/718 [==============================] - 1s 959us/step - loss: 0.4279 - accuracy: 0.8019 Epoch 320/500 718/718 [==============================] - 1s 880us/step - loss: 0.4280 - accuracy: 0.8017 Epoch 321/500 718/718 [==============================] - 1s 874us/step - loss: 0.4283 - accuracy: 0.8017 Epoch 322/500 718/718 [==============================] - 1s 878us/step - loss: 0.4284 - accuracy: 0.8003 Epoch 323/500 718/718 [==============================] - 1s 865us/step - loss: 0.4281 - accuracy: 0.7996 Epoch 324/500 718/718 [==============================] - 1s 890us/step - loss: 0.4279 - accuracy: 0.8021 Epoch 325/500 718/718 [==============================] - 1s 869us/step - loss: 0.4288 - accuracy: 0.7980 Epoch 326/500 718/718 [==============================] - 1s 866us/step - loss: 0.4288 - accuracy: 0.8001 Epoch 327/500 718/718 [==============================] - 1s 873us/step - loss: 0.4292 - accuracy: 0.7997 Epoch 328/500 718/718 [==============================] - 1s 868us/step - loss: 0.4292 - accuracy: 0.8022 Epoch 329/500 718/718 [==============================] - 1s 874us/step - loss: 0.4289 - accuracy: 0.8006 Epoch 330/500 718/718 [==============================] - 1s 890us/step - loss: 0.4286 - accuracy: 0.8015 Epoch 331/500 718/718 [==============================] - 1s 880us/step - loss: 0.4292 - accuracy: 0.7999 Epoch 332/500 718/718 [==============================] - 1s 879us/step - loss: 0.4312 - accuracy: 0.7993 Epoch 333/500 718/718 [==============================] - 1s 855us/step - loss: 0.4315 - accuracy: 0.7989 Epoch 334/500 718/718 [==============================] - 1s 891us/step - loss: 0.4317 - accuracy: 0.7971 Epoch 335/500 718/718 [==============================] - 1s 886us/step - loss: 0.4319 - accuracy: 0.8004 Epoch 336/500 718/718 [==============================] - 1s 857us/step - loss: 0.4326 - accuracy: 0.8010 Epoch 337/500 718/718 [==============================] - 1s 878us/step - loss: 0.4335 - accuracy: 0.7993 Epoch 338/500 718/718 [==============================] - 1s 878us/step - loss: 0.4322 - accuracy: 0.8012 Epoch 339/500 718/718 [==============================] - 1s 866us/step - loss: 0.4328 - accuracy: 0.8004 Epoch 340/500 718/718 [==============================] - 1s 878us/step - loss: 0.4312 - accuracy: 0.8001 Epoch 341/500 718/718 [==============================] - 1s 871us/step - loss: 0.4303 - accuracy: 0.7997 Epoch 342/500 718/718 [==============================] - 1s 858us/step - loss: 0.4285 - accuracy: 0.8003 Epoch 343/500 718/718 [==============================] - 1s 872us/step - loss: 0.4269 - accuracy: 0.8009 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8004 Epoch 345/500 718/718 [==============================] - 1s 973us/step - loss: 0.4265 - accuracy: 0.8032 Epoch 346/500 718/718 [==============================] - 1s 907us/step - loss: 0.4259 - accuracy: 0.8017 Epoch 347/500 718/718 [==============================] - 1s 876us/step - loss: 0.4252 - accuracy: 0.8049 Epoch 348/500 718/718 [==============================] - 1s 890us/step - loss: 0.4252 - accuracy: 0.8031 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.8045 Epoch 350/500 718/718 [==============================] - 1s 932us/step - loss: 0.4250 - accuracy: 0.8015 Epoch 351/500 718/718 [==============================] - 1s 876us/step - loss: 0.4242 - accuracy: 0.8017 Epoch 352/500 718/718 [==============================] - 1s 972us/step - loss: 0.4235 - accuracy: 0.8032 Epoch 353/500 718/718 [==============================] - 1s 977us/step - loss: 0.4234 - accuracy: 0.8026 Epoch 354/500 718/718 [==============================] - 1s 911us/step - loss: 0.4236 - accuracy: 0.8029 Epoch 355/500 718/718 [==============================] - 1s 898us/step - loss: 0.4232 - accuracy: 0.8051 Epoch 356/500 718/718 [==============================] - 1s 887us/step - loss: 0.4236 - accuracy: 0.8037 Epoch 357/500 718/718 [==============================] - 1s 876us/step - loss: 0.4234 - accuracy: 0.8031 Epoch 358/500 718/718 [==============================] - 1s 945us/step - loss: 0.4234 - accuracy: 0.8017 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8035 Epoch 360/500 718/718 [==============================] - 1s 943us/step - loss: 0.4231 - accuracy: 0.8037 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8036: 0s - loss: 0.4253 - accura Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8027 Epoch 363/500 718/718 [==============================] - 1s 978us/step - loss: 0.4248 - accuracy: 0.8029 Epoch 364/500 718/718 [==============================] - 1s 910us/step - loss: 0.4250 - accuracy: 0.80180s - loss: 0.4253 - accu Epoch 365/500 718/718 [==============================] - 1s 897us/step - loss: 0.4249 - accuracy: 0.8037 Epoch 366/500 718/718 [==============================] - 1s 898us/step - loss: 0.4250 - accuracy: 0.8045 Epoch 367/500 718/718 [==============================] - 1s 873us/step - loss: 0.4256 - accuracy: 0.8033 Epoch 368/500 718/718 [==============================] - 1s 891us/step - loss: 0.4254 - accuracy: 0.80380s - loss: 0.4238 - accuracy: 0. Epoch 369/500 718/718 [==============================] - 1s 885us/step - loss: 0.4253 - accuracy: 0.8014 Epoch 370/500 718/718 [==============================] - 1s 897us/step - loss: 0.4259 - accuracy: 0.8006 Epoch 371/500 718/718 [==============================] - 1s 921us/step - loss: 0.4252 - accuracy: 0.8028 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.8027 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4256 - accuracy: 0.8012 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8030 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8004 Epoch 376/500 718/718 [==============================] - 1s 969us/step - loss: 0.4262 - accuracy: 0.8022 Epoch 377/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4271 - accuracy: 0.8006 Epoch 378/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4272 - accuracy: 0.8026 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8001: 0s - loss: Epoch 380/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.8017 Epoch 381/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4259 - accuracy: 0.8012 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.8005 Epoch 383/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4247 - accuracy: 0.8014 Epoch 384/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4250 - accuracy: 0.8044 Epoch 385/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4246 - accuracy: 0.8035 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8038 Epoch 387/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4238 - accuracy: 0.8025 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.8031 Epoch 389/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4235 - accuracy: 0.8022: 0s - loss: 0.4321 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8022: 0s - loss: 0.4233 - accuracy: 0.80 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8044: 0s - loss: 0.4274 - ac Epoch 392/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4232 - accuracy: 0.8040 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8013: 0s - loss: Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8034 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8029 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8030 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8038 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8033 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8032 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8037 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8042: 0s - loss: 0.4213 - accuracy: 0.80 Epoch 402/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4230 - accuracy: 0.8020 Epoch 403/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4226 - accuracy: 0.8050 Epoch 404/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4231 - accuracy: 0.8037 Epoch 405/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4232 - accuracy: 0.8041 Epoch 406/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4233 - accuracy: 0.8034 Epoch 407/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4227 - accuracy: 0.8060 Epoch 408/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4226 - accuracy: 0.8036 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8033 Epoch 410/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4226 - accuracy: 0.8057 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8027 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8053 Epoch 413/500 718/718 [==============================] - 1s 996us/step - loss: 0.4231 - accuracy: 0.8048 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8039 Epoch 415/500 718/718 [==============================] - 1s 969us/step - loss: 0.4226 - accuracy: 0.8047 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.8041 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8037 Epoch 418/500 718/718 [==============================] - 1s 978us/step - loss: 0.4226 - accuracy: 0.8042 Epoch 419/500 718/718 [==============================] - 1s 932us/step - loss: 0.4222 - accuracy: 0.8010 Epoch 420/500 718/718 [==============================] - 1s 909us/step - loss: 0.4230 - accuracy: 0.8031 Epoch 421/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4226 - accuracy: 0.8059 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8021 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8027 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8058 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8054: 0s - loss: 0.4170 Epoch 426/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4230 - accuracy: 0.8004 Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8041 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8032 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4226 - accuracy: 0.8057 Epoch 430/500 718/718 [==============================] - 1s 973us/step - loss: 0.4229 - accuracy: 0.8036 Epoch 431/500 718/718 [==============================] - 1s 982us/step - loss: 0.4224 - accuracy: 0.8031 Epoch 432/500 718/718 [==============================] - 1s 969us/step - loss: 0.4228 - accuracy: 0.8037 Epoch 433/500 718/718 [==============================] - 1s 947us/step - loss: 0.4223 - accuracy: 0.8045 Epoch 434/500 718/718 [==============================] - 1s 965us/step - loss: 0.4224 - accuracy: 0.8033 Epoch 435/500 718/718 [==============================] - 1s 884us/step - loss: 0.4216 - accuracy: 0.8024 Epoch 436/500 718/718 [==============================] - 1s 925us/step - loss: 0.4228 - accuracy: 0.8036 Epoch 437/500 718/718 [==============================] - 1s 894us/step - loss: 0.4230 - accuracy: 0.8016 Epoch 438/500 718/718 [==============================] - 1s 873us/step - loss: 0.4228 - accuracy: 0.8050 Epoch 439/500 718/718 [==============================] - 1s 914us/step - loss: 0.4228 - accuracy: 0.8027 Epoch 440/500 718/718 [==============================] - 1s 903us/step - loss: 0.4225 - accuracy: 0.8037 Epoch 441/500 718/718 [==============================] - 1s 879us/step - loss: 0.4222 - accuracy: 0.8031 Epoch 442/500 718/718 [==============================] - 1s 897us/step - loss: 0.4224 - accuracy: 0.8036 Epoch 443/500 718/718 [==============================] - 1s 882us/step - loss: 0.4228 - accuracy: 0.8048 Epoch 444/500 718/718 [==============================] - 1s 905us/step - loss: 0.4235 - accuracy: 0.8017 Epoch 445/500 718/718 [==============================] - 1s 877us/step - loss: 0.4231 - accuracy: 0.8057 Epoch 446/500 718/718 [==============================] - 1s 877us/step - loss: 0.4239 - accuracy: 0.8043 Epoch 447/500 718/718 [==============================] - 1s 885us/step - loss: 0.4232 - accuracy: 0.8030 Epoch 448/500 718/718 [==============================] - 1s 907us/step - loss: 0.4230 - accuracy: 0.8042 Epoch 449/500 718/718 [==============================] - 1s 874us/step - loss: 0.4225 - accuracy: 0.8022 Epoch 450/500 718/718 [==============================] - 1s 906us/step - loss: 0.4228 - accuracy: 0.8044 Epoch 451/500 718/718 [==============================] - 1s 885us/step - loss: 0.4224 - accuracy: 0.8044 Epoch 452/500 718/718 [==============================] - 1s 876us/step - loss: 0.4224 - accuracy: 0.8017 Epoch 453/500 718/718 [==============================] - 1s 891us/step - loss: 0.4232 - accuracy: 0.8038 Epoch 454/500 718/718 [==============================] - 1s 885us/step - loss: 0.4214 - accuracy: 0.8038 Epoch 455/500 718/718 [==============================] - 1s 882us/step - loss: 0.4227 - accuracy: 0.8048 Epoch 456/500 718/718 [==============================] - 1s 881us/step - loss: 0.4229 - accuracy: 0.8027 Epoch 457/500 718/718 [==============================] - 1s 890us/step - loss: 0.4224 - accuracy: 0.8042 Epoch 458/500 718/718 [==============================] - 1s 918us/step - loss: 0.4221 - accuracy: 0.8034 Epoch 459/500 718/718 [==============================] - 1s 901us/step - loss: 0.4220 - accuracy: 0.8041 Epoch 460/500 718/718 [==============================] - 1s 875us/step - loss: 0.4226 - accuracy: 0.8039 Epoch 461/500 718/718 [==============================] - 1s 886us/step - loss: 0.4224 - accuracy: 0.8019 Epoch 462/500 718/718 [==============================] - 1s 891us/step - loss: 0.4222 - accuracy: 0.8037 Epoch 463/500 718/718 [==============================] - 1s 874us/step - loss: 0.4225 - accuracy: 0.8022 Epoch 464/500 718/718 [==============================] - 1s 899us/step - loss: 0.4218 - accuracy: 0.8049 Epoch 465/500 718/718 [==============================] - 1s 876us/step - loss: 0.4223 - accuracy: 0.8054 Epoch 466/500 718/718 [==============================] - 1s 888us/step - loss: 0.4231 - accuracy: 0.8013 Epoch 467/500 718/718 [==============================] - 1s 882us/step - loss: 0.4228 - accuracy: 0.8044 Epoch 468/500 718/718 [==============================] - 1s 885us/step - loss: 0.4220 - accuracy: 0.8037 Epoch 469/500 718/718 [==============================] - 1s 909us/step - loss: 0.4225 - accuracy: 0.8011 Epoch 470/500 718/718 [==============================] - 1s 893us/step - loss: 0.4221 - accuracy: 0.80370s - loss: 0.4202 - accuracy: 0. Epoch 471/500 718/718 [==============================] - 1s 923us/step - loss: 0.4223 - accuracy: 0.8024 Epoch 472/500 718/718 [==============================] - 1s 888us/step - loss: 0.4223 - accuracy: 0.8016 Epoch 473/500 718/718 [==============================] - 1s 906us/step - loss: 0.4217 - accuracy: 0.8041 Epoch 474/500 718/718 [==============================] - 1s 869us/step - loss: 0.4222 - accuracy: 0.8042 Epoch 475/500 718/718 [==============================] - 1s 983us/step - loss: 0.4224 - accuracy: 0.8013 Epoch 476/500 718/718 [==============================] - 1s 962us/step - loss: 0.4218 - accuracy: 0.8053 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8038 Epoch 478/500 718/718 [==============================] - 1s 941us/step - loss: 0.4223 - accuracy: 0.8045 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8037 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8032 Epoch 481/500 718/718 [==============================] - 1s 856us/step - loss: 0.4232 - accuracy: 0.8031 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8036 Epoch 483/500 718/718 [==============================] - 1s 874us/step - loss: 0.4225 - accuracy: 0.8034 Epoch 484/500 718/718 [==============================] - 1s 872us/step - loss: 0.4225 - accuracy: 0.8031 Epoch 485/500 718/718 [==============================] - 1s 998us/step - loss: 0.4226 - accuracy: 0.8033 Epoch 486/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4226 - accuracy: 0.8027 Epoch 487/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4218 - accuracy: 0.8024 Epoch 488/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4225 - accuracy: 0.8036 Epoch 489/500 718/718 [==============================] - 4s 6ms/step - loss: 0.4223 - accuracy: 0.8048: 2s - - ETA: 0s - loss: 0.4221 - ETA: 0s - loss: 0.4226 - accuracy: Epoch 490/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4221 - accuracy: 0.8049 Epoch 491/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4221 - accuracy: 0.8025 Epoch 492/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4231 - accuracy: 0.8028 Epoch 493/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4230 - accuracy: 0.8037 Epoch 494/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4219 - accuracy: 0.8046 Epoch 495/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4231 - accuracy: 0.8040 Epoch 496/500 718/718 [==============================] - 3s 5ms/step - loss: 0.4234 - accuracy: 0.8025 Epoch 497/500 718/718 [==============================] - 4s 5ms/step - loss: 0.4233 - accuracy: 0.8017 Epoch 498/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4226 - accuracy: 0.8033: 0s - loss: 0.420 Epoch 499/500 718/718 [==============================] - 1s 901us/step - loss: 0.4226 - accuracy: 0.8048 Epoch 500/500 718/718 [==============================] - 1s 964us/step - loss: 0.4233 - accuracy: 0.8037 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6390 - accuracy: 0.6731 Epoch 2/500 718/718 [==============================] - 1s 981us/step - loss: 0.5535 - accuracy: 0.7226 Epoch 3/500 718/718 [==============================] - 1s 971us/step - loss: 0.5238 - accuracy: 0.7439 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4991 - accuracy: 0.7595 Epoch 5/500 718/718 [==============================] - 1s 909us/step - loss: 0.4830 - accuracy: 0.7651 Epoch 6/500 718/718 [==============================] - 1s 919us/step - loss: 0.4734 - accuracy: 0.7699 Epoch 7/500 718/718 [==============================] - 1s 888us/step - loss: 0.4682 - accuracy: 0.7725 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4643 - accuracy: 0.7758 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4619 - accuracy: 0.7750 Epoch 10/500 718/718 [==============================] - 1s 932us/step - loss: 0.4603 - accuracy: 0.7773 Epoch 11/500 718/718 [==============================] - 1s 934us/step - loss: 0.4600 - accuracy: 0.7787 Epoch 12/500 718/718 [==============================] - 1s 911us/step - loss: 0.4583 - accuracy: 0.7813 Epoch 13/500 718/718 [==============================] - 1s 934us/step - loss: 0.4583 - accuracy: 0.7798 Epoch 14/500 718/718 [==============================] - 1s 921us/step - loss: 0.4579 - accuracy: 0.7800 Epoch 15/500 718/718 [==============================] - 1s 944us/step - loss: 0.4579 - accuracy: 0.7786 Epoch 16/500 718/718 [==============================] - 1s 926us/step - loss: 0.4580 - accuracy: 0.7799 Epoch 17/500 718/718 [==============================] - 1s 917us/step - loss: 0.4577 - accuracy: 0.7788 Epoch 18/500 718/718 [==============================] - 1s 924us/step - loss: 0.4573 - accuracy: 0.7786 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7798 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7764 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7796 Epoch 22/500 718/718 [==============================] - 1s 960us/step - loss: 0.4575 - accuracy: 0.7781 Epoch 23/500 718/718 [==============================] - 1s 968us/step - loss: 0.4561 - accuracy: 0.7807 Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7786 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7791 Epoch 26/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4564 - accuracy: 0.7814 Epoch 27/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4567 - accuracy: 0.7802 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7806 Epoch 29/500 718/718 [==============================] - 1s 972us/step - loss: 0.4559 - accuracy: 0.7840 Epoch 30/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4562 - accuracy: 0.7777 Epoch 31/500 718/718 [==============================] - 1s 985us/step - loss: 0.4560 - accuracy: 0.7807 Epoch 32/500 718/718 [==============================] - 1s 981us/step - loss: 0.4555 - accuracy: 0.7794 Epoch 33/500 718/718 [==============================] - 1s 965us/step - loss: 0.4554 - accuracy: 0.7822 Epoch 34/500 718/718 [==============================] - 1s 950us/step - loss: 0.4559 - accuracy: 0.7803 Epoch 35/500 718/718 [==============================] - 1s 968us/step - loss: 0.4552 - accuracy: 0.77930s - loss: 0.4542 - ac Epoch 36/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4553 - accuracy: 0.7813 Epoch 37/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4550 - accuracy: 0.7804 Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7823: 0s - loss: 0.4520 - accura - ETA: 0s - loss: 0.4524 - accuracy: 0. Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7826 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7814 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7843 Epoch 42/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4531 - accuracy: 0.7823 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7842 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7841 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7868 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7841 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7848 Epoch 48/500 718/718 [==============================] - 1s 987us/step - loss: 0.4514 - accuracy: 0.7845 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7844 Epoch 50/500 718/718 [==============================] - 1s 975us/step - loss: 0.4516 - accuracy: 0.7853 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7853 Epoch 52/500 718/718 [==============================] - 1s 992us/step - loss: 0.4495 - accuracy: 0.7846 Epoch 53/500 718/718 [==============================] - 1s 999us/step - loss: 0.4490 - accuracy: 0.7853 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7873 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4474 - accuracy: 0.7863 Epoch 56/500 718/718 [==============================] - 1s 977us/step - loss: 0.4454 - accuracy: 0.7900 Epoch 57/500 718/718 [==============================] - 1s 950us/step - loss: 0.4445 - accuracy: 0.79020s - loss: 0.4386 - ac Epoch 58/500 718/718 [==============================] - 1s 984us/step - loss: 0.4438 - accuracy: 0.7873 Epoch 59/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4428 - accuracy: 0.7921 Epoch 60/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4427 - accuracy: 0.7889: 0s - loss: 0.4437 - ETA: 0s - loss: 0.438 Epoch 61/500 718/718 [==============================] - 3s 5ms/step - loss: 0.4418 - accuracy: 0.7932: 0s - loss: 0.4408 - accuracy: Epoch 62/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4415 - accuracy: 0.7915 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7936 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4404 - accuracy: 0.7933 Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7917 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7922: 0s - loss: 0.4399 - accuracy - ETA: 0s - loss: 0.4414 - accuracy: Epoch 67/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7930 Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7930 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4383 - accuracy: 0.7914 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7959: 0s - loss: 0.4408 - accu Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7957 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7921 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7972 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7959 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7932 Epoch 76/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4371 - accuracy: 0.7947 Epoch 77/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4369 - accuracy: 0.7948 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7945 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4363 - accuracy: 0.7958 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7951 Epoch 81/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4358 - accuracy: 0.7972 Epoch 82/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4359 - accuracy: 0.7979 Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4358 - accuracy: 0.7971 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7948 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4357 - accuracy: 0.7969 Epoch 86/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4352 - accuracy: 0.7958 Epoch 87/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4349 - accuracy: 0.7987 Epoch 88/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4350 - accuracy: 0.7958 Epoch 89/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4353 - accuracy: 0.7952 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7986: 0s - loss: 0.441 Epoch 91/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4352 - accuracy: 0.7956: 0s - l Epoch 92/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4345 - accuracy: 0.7967: 0s - loss: 0.4336 - accuracy Epoch 93/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4345 - accuracy: 0.7974 Epoch 94/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4347 - accuracy: 0.7975 Epoch 95/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4341 - accuracy: 0.7982 Epoch 96/500 718/718 [==============================] - 4s 5ms/step - loss: 0.4338 - accuracy: 0.7948: 1s - l Epoch 97/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4339 - accuracy: 0.7979 Epoch 98/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4337 - accuracy: 0.7976 Epoch 99/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4338 - accuracy: 0.7976 Epoch 100/500 718/718 [==============================] - 4s 5ms/step - loss: 0.4333 - accuracy: 0.7971 Epoch 101/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4336 - accuracy: 0.7955 Epoch 102/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4332 - accuracy: 0.7963 Epoch 103/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4331 - accuracy: 0.7970 Epoch 104/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4325 - accuracy: 0.7981 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7963 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4332 - accuracy: 0.7981 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4329 - accuracy: 0.7979 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7956 Epoch 109/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4324 - accuracy: 0.7933 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7960 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7955 Epoch 112/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4313 - accuracy: 0.7963 Epoch 113/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4318 - accuracy: 0.7963 Epoch 114/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4321 - accuracy: 0.7966 Epoch 115/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4320 - accuracy: 0.7929 Epoch 116/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4323 - accuracy: 0.7961: 0s - loss: 0 Epoch 117/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4319 - accuracy: 0.7936 Epoch 118/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4321 - accuracy: 0.7962: 1s - Epoch 119/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4321 - accuracy: 0.7945 Epoch 120/500 718/718 [==============================] - 3s 5ms/step - loss: 0.4322 - accuracy: 0.7973 Epoch 121/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4320 - accuracy: 0.7963 Epoch 122/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4310 - accuracy: 0.7996 Epoch 123/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4322 - accuracy: 0.7944 Epoch 124/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4316 - accuracy: 0.7970 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7949 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7973 Epoch 127/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7972 Epoch 128/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4321 - accuracy: 0.7972 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7975 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7974 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7976 Epoch 132/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4310 - accuracy: 0.7979: 1s - loss: 0.4289 - Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7963: 0s - l Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7955 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7960 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7978 Epoch 137/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4309 - accuracy: 0.7957 Epoch 138/500 718/718 [==============================] - 3s 5ms/step - loss: 0.4311 - accuracy: 0.7971 Epoch 139/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4309 - accuracy: 0.7973 Epoch 140/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4314 - accuracy: 0.7967 Epoch 141/500 718/718 [==============================] - 3s 5ms/step - loss: 0.4306 - accuracy: 0.7973 Epoch 142/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4314 - accuracy: 0.7979 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7956 Epoch 144/500 718/718 [==============================] - 1s 972us/step - loss: 0.4312 - accuracy: 0.7974 Epoch 145/500 718/718 [==============================] - 1s 940us/step - loss: 0.4309 - accuracy: 0.7990 Epoch 146/500 718/718 [==============================] - 1s 904us/step - loss: 0.4310 - accuracy: 0.7967 Epoch 147/500 718/718 [==============================] - 1s 922us/step - loss: 0.4308 - accuracy: 0.7983 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7979 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7981 Epoch 150/500 718/718 [==============================] - 1s 931us/step - loss: 0.4310 - accuracy: 0.7991 Epoch 151/500 718/718 [==============================] - 1s 954us/step - loss: 0.4307 - accuracy: 0.7977 Epoch 152/500 718/718 [==============================] - 1s 970us/step - loss: 0.4312 - accuracy: 0.7975 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7963 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7973 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7970 Epoch 156/500 718/718 [==============================] - 1s 993us/step - loss: 0.4313 - accuracy: 0.79580s - loss: 0.4320 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7980 Epoch 158/500 718/718 [==============================] - 1s 912us/step - loss: 0.4311 - accuracy: 0.7983 Epoch 159/500 718/718 [==============================] - 1s 919us/step - loss: 0.4311 - accuracy: 0.7976 Epoch 160/500 718/718 [==============================] - 1s 910us/step - loss: 0.4309 - accuracy: 0.7991 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7960 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7972: 0s - loss: 0.4264 - Epoch 163/500 718/718 [==============================] - 1s 921us/step - loss: 0.4309 - accuracy: 0.7976 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7981 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7956: 0s - loss: 0.4302 - accuracy: Epoch 166/500 718/718 [==============================] - 1s 922us/step - loss: 0.4308 - accuracy: 0.7978 Epoch 167/500 718/718 [==============================] - 1s 979us/step - loss: 0.4309 - accuracy: 0.7969 Epoch 168/500 718/718 [==============================] - 1s 920us/step - loss: 0.4311 - accuracy: 0.7995 Epoch 169/500 718/718 [==============================] - 1s 896us/step - loss: 0.4306 - accuracy: 0.7972 Epoch 170/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7959 Epoch 171/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7961: 0s Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7975 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7982 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7990 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7979 Epoch 176/500 718/718 [==============================] - 1s 936us/step - loss: 0.4307 - accuracy: 0.7999 Epoch 177/500 718/718 [==============================] - 1s 919us/step - loss: 0.4304 - accuracy: 0.7973 Epoch 178/500 718/718 [==============================] - 1s 926us/step - loss: 0.4312 - accuracy: 0.7992 Epoch 179/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4301 - accuracy: 0.7995 Epoch 180/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4311 - accuracy: 0.7963 Epoch 181/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4305 - accuracy: 0.7986 Epoch 182/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4305 - accuracy: 0.7958 Epoch 183/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4309 - accuracy: 0.7991 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7976 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.8007 Epoch 186/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7984 Epoch 187/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4307 - accuracy: 0.8003 Epoch 188/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4302 - accuracy: 0.7975 Epoch 189/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7983 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7969 Epoch 191/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.7984 Epoch 192/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4302 - accuracy: 0.7987 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7986 Epoch 194/500 718/718 [==============================] - 1s 984us/step - loss: 0.4307 - accuracy: 0.7966 Epoch 195/500 718/718 [==============================] - 1s 924us/step - loss: 0.4304 - accuracy: 0.7983 Epoch 196/500 718/718 [==============================] - 1s 931us/step - loss: 0.4305 - accuracy: 0.7977 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7989 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.8005 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7989 Epoch 200/500 718/718 [==============================] - 1s 935us/step - loss: 0.4303 - accuracy: 0.8005 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7984 Epoch 202/500 718/718 [==============================] - 1s 973us/step - loss: 0.4311 - accuracy: 0.8001 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7977 Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7972 Epoch 205/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4308 - accuracy: 0.7995 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.8004 Epoch 207/500 718/718 [==============================] - 1s 989us/step - loss: 0.4307 - accuracy: 0.7997 Epoch 208/500 718/718 [==============================] - 1s 963us/step - loss: 0.4305 - accuracy: 0.7972 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8000 Epoch 210/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4305 - accuracy: 0.8005: 0s - loss: 0.4310 - accuracy: 0.80 Epoch 211/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4303 - accuracy: 0.7985 Epoch 212/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.7990 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7983 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7986 Epoch 215/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7984 Epoch 216/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7995 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8003 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7983 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8017: 0s - loss: 0.4289 - accuracy: Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.8006 Epoch 221/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4298 - accuracy: 0.7976 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7963 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7992: 0s - loss: 0.431 Epoch 224/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4304 - accuracy: 0.7982 Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7978 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.7981 Epoch 227/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.7970: 0s - loss: 0 Epoch 228/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4297 - accuracy: 0.7998: 0s - loss: 0.4 Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8003 Epoch 230/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4299 - accuracy: 0.7990 Epoch 231/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4297 - accuracy: 0.7997 Epoch 232/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4299 - accuracy: 0.7999 Epoch 233/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4296 - accuracy: 0.7998 Epoch 234/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4297 - accuracy: 0.7994: 0s - loss: 0.4304 - accuracy Epoch 235/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4304 - accuracy: 0.8007 Epoch 236/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4301 - accuracy: 0.7971 Epoch 237/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4295 - accuracy: 0.8004 Epoch 238/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4297 - accuracy: 0.7981 Epoch 239/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.8004 Epoch 240/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4293 - accuracy: 0.7998 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.8009 Epoch 242/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4296 - accuracy: 0.7992 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8013 Epoch 244/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4294 - accuracy: 0.8001: 0s - - ETA: 0s - loss: 0.4290 - accuracy: Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7997 Epoch 246/500 718/718 [==============================] - ETA: 0s - loss: 0.4289 - accuracy: 0.80 - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8009 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7993 Epoch 248/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4297 - accuracy: 0.8006 Epoch 249/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4299 - accuracy: 0.7993: 0s - loss: 0.4286 - accuracy Epoch 250/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4297 - accuracy: 0.7997 Epoch 251/500 718/718 [==============================] - 1s 871us/step - loss: 0.4293 - accuracy: 0.7998 Epoch 252/500 718/718 [==============================] - 1s 878us/step - loss: 0.4292 - accuracy: 0.8009 Epoch 253/500 718/718 [==============================] - 1s 883us/step - loss: 0.4290 - accuracy: 0.8016 Epoch 254/500 718/718 [==============================] - 1s 887us/step - loss: 0.4297 - accuracy: 0.7990 Epoch 255/500 718/718 [==============================] - 1s 900us/step - loss: 0.4297 - accuracy: 0.8004 Epoch 256/500 718/718 [==============================] - 1s 887us/step - loss: 0.4295 - accuracy: 0.7983 Epoch 257/500 718/718 [==============================] - 1s 939us/step - loss: 0.4294 - accuracy: 0.7977 Epoch 258/500 718/718 [==============================] - 1s 965us/step - loss: 0.4289 - accuracy: 0.7992 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4291 - accuracy: 0.7989 Epoch 260/500 718/718 [==============================] - 1s 991us/step - loss: 0.4296 - accuracy: 0.8003 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8005 Epoch 262/500 718/718 [==============================] - 1s 943us/step - loss: 0.4300 - accuracy: 0.8001 Epoch 263/500 718/718 [==============================] - 1s 918us/step - loss: 0.4291 - accuracy: 0.7992 Epoch 264/500 718/718 [==============================] - 1s 883us/step - loss: 0.4288 - accuracy: 0.7997 Epoch 265/500 718/718 [==============================] - 1s 909us/step - loss: 0.4284 - accuracy: 0.8010 Epoch 266/500 718/718 [==============================] - 1s 882us/step - loss: 0.4290 - accuracy: 0.7997 Epoch 267/500 718/718 [==============================] - 1s 906us/step - loss: 0.4289 - accuracy: 0.8000 Epoch 268/500 718/718 [==============================] - 1s 897us/step - loss: 0.4297 - accuracy: 0.7992 Epoch 269/500 718/718 [==============================] - 1s 950us/step - loss: 0.4287 - accuracy: 0.8003 Epoch 270/500 718/718 [==============================] - 1s 943us/step - loss: 0.4294 - accuracy: 0.7991 Epoch 271/500 718/718 [==============================] - 1s 963us/step - loss: 0.4294 - accuracy: 0.8009 Epoch 272/500 718/718 [==============================] - 1s 882us/step - loss: 0.4295 - accuracy: 0.8005 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7997 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8007 Epoch 275/500 718/718 [==============================] - 1s 953us/step - loss: 0.4293 - accuracy: 0.7997 Epoch 276/500 718/718 [==============================] - 1s 986us/step - loss: 0.4286 - accuracy: 0.8010 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7987 Epoch 278/500 718/718 [==============================] - 1s 942us/step - loss: 0.4290 - accuracy: 0.7993 Epoch 279/500 718/718 [==============================] - 1s 885us/step - loss: 0.4286 - accuracy: 0.7987 Epoch 280/500 718/718 [==============================] - 1s 883us/step - loss: 0.4289 - accuracy: 0.8003 Epoch 281/500 718/718 [==============================] - 1s 890us/step - loss: 0.4296 - accuracy: 0.8003 Epoch 282/500 718/718 [==============================] - 1s 890us/step - loss: 0.4294 - accuracy: 0.8011 Epoch 283/500 718/718 [==============================] - 1s 876us/step - loss: 0.4291 - accuracy: 0.7985 Epoch 284/500 718/718 [==============================] - 1s 898us/step - loss: 0.4297 - accuracy: 0.8007 Epoch 285/500 718/718 [==============================] - 1s 881us/step - loss: 0.4290 - accuracy: 0.8011 Epoch 286/500 718/718 [==============================] - 1s 882us/step - loss: 0.4295 - accuracy: 0.8003 Epoch 287/500 718/718 [==============================] - 1s 927us/step - loss: 0.4280 - accuracy: 0.7997 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8009 Epoch 289/500 718/718 [==============================] - 1s 967us/step - loss: 0.4292 - accuracy: 0.7994 Epoch 290/500 718/718 [==============================] - 1s 912us/step - loss: 0.4296 - accuracy: 0.8011 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7990 Epoch 292/500 718/718 [==============================] - 1s 939us/step - loss: 0.4290 - accuracy: 0.8020 Epoch 293/500 718/718 [==============================] - 1s 906us/step - loss: 0.4294 - accuracy: 0.8011 Epoch 294/500 718/718 [==============================] - 1s 969us/step - loss: 0.4296 - accuracy: 0.8015 Epoch 295/500 718/718 [==============================] - 1s 909us/step - loss: 0.4295 - accuracy: 0.8011 Epoch 296/500 718/718 [==============================] - 1s 933us/step - loss: 0.4292 - accuracy: 0.8015 Epoch 297/500 718/718 [==============================] - 1s 895us/step - loss: 0.4291 - accuracy: 0.8022 Epoch 298/500 718/718 [==============================] - 1s 894us/step - loss: 0.4291 - accuracy: 0.8001 Epoch 299/500 718/718 [==============================] - 1s 894us/step - loss: 0.4290 - accuracy: 0.8014 Epoch 300/500 718/718 [==============================] - 1s 890us/step - loss: 0.4291 - accuracy: 0.8016 Epoch 301/500 718/718 [==============================] - 1s 874us/step - loss: 0.4286 - accuracy: 0.8006 Epoch 302/500 718/718 [==============================] - 1s 878us/step - loss: 0.4291 - accuracy: 0.8026 Epoch 303/500 718/718 [==============================] - 1s 893us/step - loss: 0.4292 - accuracy: 0.8017 Epoch 304/500 718/718 [==============================] - 1s 885us/step - loss: 0.4295 - accuracy: 0.8010 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.8007 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7998 Epoch 307/500 718/718 [==============================] - 1s 949us/step - loss: 0.4296 - accuracy: 0.79910s - loss: 0.4306 - accuracy: 0.79 Epoch 308/500 718/718 [==============================] - 1s 897us/step - loss: 0.4295 - accuracy: 0.8024 Epoch 309/500 718/718 [==============================] - 1s 947us/step - loss: 0.4291 - accuracy: 0.8008 Epoch 310/500 718/718 [==============================] - 1s 888us/step - loss: 0.4293 - accuracy: 0.7993 Epoch 311/500 718/718 [==============================] - 1s 882us/step - loss: 0.4300 - accuracy: 0.8026 Epoch 312/500 718/718 [==============================] - 1s 882us/step - loss: 0.4295 - accuracy: 0.7988 Epoch 313/500 718/718 [==============================] - 1s 944us/step - loss: 0.4300 - accuracy: 0.8003 Epoch 314/500 718/718 [==============================] - 1s 882us/step - loss: 0.4297 - accuracy: 0.8000 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4294 - accuracy: 0.8028 Epoch 316/500 718/718 [==============================] - 1s 938us/step - loss: 0.4298 - accuracy: 0.7989 Epoch 317/500 718/718 [==============================] - 1s 914us/step - loss: 0.4300 - accuracy: 0.8009 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.8023 Epoch 319/500 718/718 [==============================] - 1s 963us/step - loss: 0.4293 - accuracy: 0.7993 Epoch 320/500 718/718 [==============================] - 1s 895us/step - loss: 0.4292 - accuracy: 0.8003 Epoch 321/500 718/718 [==============================] - 1s 879us/step - loss: 0.4303 - accuracy: 0.8007 Epoch 322/500 718/718 [==============================] - 1s 893us/step - loss: 0.4287 - accuracy: 0.8020 Epoch 323/500 718/718 [==============================] - 1s 887us/step - loss: 0.4305 - accuracy: 0.8015 Epoch 324/500 718/718 [==============================] - 1s 900us/step - loss: 0.4299 - accuracy: 0.8002 Epoch 325/500 718/718 [==============================] - 1s 891us/step - loss: 0.4296 - accuracy: 0.7997 Epoch 326/500 718/718 [==============================] - 1s 888us/step - loss: 0.4298 - accuracy: 0.8017 Epoch 327/500 718/718 [==============================] - 1s 879us/step - loss: 0.4303 - accuracy: 0.7993 Epoch 328/500 718/718 [==============================] - 1s 891us/step - loss: 0.4304 - accuracy: 0.8004 Epoch 329/500 718/718 [==============================] - 1s 871us/step - loss: 0.4305 - accuracy: 0.8001 Epoch 330/500 718/718 [==============================] - 1s 898us/step - loss: 0.4294 - accuracy: 0.8005 Epoch 331/500 718/718 [==============================] - 1s 917us/step - loss: 0.4302 - accuracy: 0.7993 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7997 Epoch 333/500 718/718 [==============================] - 1s 942us/step - loss: 0.4300 - accuracy: 0.8005 Epoch 334/500 718/718 [==============================] - 1s 929us/step - loss: 0.4296 - accuracy: 0.8000 Epoch 335/500 718/718 [==============================] - 1s 881us/step - loss: 0.4302 - accuracy: 0.8004 Epoch 336/500 718/718 [==============================] - 1s 885us/step - loss: 0.4306 - accuracy: 0.8016 Epoch 337/500 718/718 [==============================] - 1s 885us/step - loss: 0.4305 - accuracy: 0.8004 Epoch 338/500 718/718 [==============================] - 1s 874us/step - loss: 0.4304 - accuracy: 0.8000 Epoch 339/500 718/718 [==============================] - 1s 895us/step - loss: 0.4311 - accuracy: 0.7996 Epoch 340/500 718/718 [==============================] - 1s 885us/step - loss: 0.4305 - accuracy: 0.7989 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8003 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.8008 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.8012 Epoch 344/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4304 - accuracy: 0.8014 Epoch 345/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4299 - accuracy: 0.8004 Epoch 346/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4295 - accuracy: 0.7994 Epoch 347/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.7994: 0s - Epoch 348/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4299 - accuracy: 0.7994 Epoch 349/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4297 - accuracy: 0.8019 Epoch 350/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.8002 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7993 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.8003 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.8012 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.8004 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8003 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7996 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.8004 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7990 Epoch 359/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7997: 0s - loss: 0.4329 - accuracy Epoch 360/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4302 - accuracy: 0.8008: 1s - Epoch 361/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.8019 Epoch 362/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.8031 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7990: 0s - loss: 0.4288 - accu Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.8015 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.8009 Epoch 366/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7997 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.8000 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.8025 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7989: 0s - loss: 0.4327 - accuracy Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7994 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.8010 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.8009 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.8006 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7983 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.8007 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7997: 1s Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7999: 1s - l Epoch 378/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7998 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.8002 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8007 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8009 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.8000 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.8013 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.8004 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.8003 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7986 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7998 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.8012 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.8006 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.8012 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7980 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7998 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.8018 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.8001 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7999: 0s - loss: 0.4343 - accuracy: - ETA: 0s - loss: 0.4352 - accuracy Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.8008 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.8002 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7991 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.8029 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7998 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8023: 0s - loss: 0.4303 - ac Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7997 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7990 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.8010 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7981 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.8013 Epoch 407/500 718/718 [==============================] - 1s 999us/step - loss: 0.4316 - accuracy: 0.7980 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.8003 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.8004 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7991 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7974 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.8002: 0s - loss: 0.4317 - Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7997: 0s - l Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.8015 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.8015 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7985 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.8013 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.8002 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7991 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.8010: 0s - loss: 0.4367 - accura - ETA: 0s - loss: 0.4324 - accuracy: Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.8005 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7973 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7979 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.8013: 0s - loss: 0.4 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7992: 0s - loss: 0.4348 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7983: 0s - loss: 0.4261 - accuracy: Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7991 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.8004 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7988 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7996 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7987 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7994 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.8002 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7977 Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7988 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.8024 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7982 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7997 Epoch 439/500 718/718 [==============================] - 1s 993us/step - loss: 0.4318 - accuracy: 0.8006 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7992 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4331 - accuracy: 0.7992 Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7979 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.8008 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7997 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7966 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7988 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7995 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7963 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7990 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7985 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7990 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7961 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7970 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7956: 0s - loss: 0.4348 - accuracy: Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7978 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4328 - accuracy: 0.7997 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.8003 Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4316 - accuracy: 0.7983: 0s - loss: 0.4300 - Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7983 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7995 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7990 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7997 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.7996 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7997: 0s - loss: 0.4 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7997: 0s - loss: 0.440 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7983 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7976 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4317 - accuracy: 0.8001: 0s - loss: 0.4323 - accuracy Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7976 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7981 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7969 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7964 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4320 - accuracy: 0.7976 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7981 Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4319 - accuracy: 0.7999 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4326 - accuracy: 0.7974 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7989: 0s - loss: 0.4374 - ac Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7988 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7981 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.8009 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.8013 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7976 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7978 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.7994: 0s - loss: 0.4301 - accu Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.8000: 0s - loss: 0.433 Epoch 486/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4335 - accuracy: 0.7979 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7999 Epoch 488/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4325 - accuracy: 0.7978 Epoch 489/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4323 - accuracy: 0.7970 Epoch 490/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4329 - accuracy: 0.8008 Epoch 491/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7995 Epoch 492/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7990: 0s - loss: 0.4340 - accura Epoch 493/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7984: 0s - loss: 0.4 Epoch 494/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4327 - accuracy: 0.7959 Epoch 495/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4318 - accuracy: 0.7961 Epoch 496/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4323 - accuracy: 0.8005 Epoch 497/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4330 - accuracy: 0.7973 Epoch 498/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4314 - accuracy: 0.7994: 0s - loss: 0.4277 - accuracy: Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4321 - accuracy: 0.8003: 0s - loss: 0.4311 - accuracy: 0.80 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7970 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6645 - accuracy: 0.6502 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5928 - accuracy: 0.7316 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5450 - accuracy: 0.7502 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5124 - accuracy: 0.7597 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4945 - accuracy: 0.7652 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4844 - accuracy: 0.7665 Epoch 7/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4778 - accuracy: 0.7667 Epoch 8/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4729 - accuracy: 0.7678: 0s - loss: 0.4739 - accuracy Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4704 - accuracy: 0.7681 Epoch 10/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4680 - accuracy: 0.7690 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4661 - accuracy: 0.7710 Epoch 12/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4652 - accuracy: 0.7685 Epoch 13/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4641 - accuracy: 0.7683 Epoch 14/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4625 - accuracy: 0.7724 Epoch 15/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4625 - accuracy: 0.7726 Epoch 16/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4615 - accuracy: 0.7735 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4612 - accuracy: 0.7732 Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4600 - accuracy: 0.7753 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7732: 0s - loss: 0.4587 - ac Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4594 - accuracy: 0.7759 Epoch 21/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4601 - accuracy: 0.7748 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4589 - accuracy: 0.7780 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7757: 0s - loss: 0.4603 - ac Epoch 24/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7774 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4586 - accuracy: 0.7780 Epoch 26/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7778 Epoch 27/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4578 - accuracy: 0.7764 Epoch 28/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7766 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4574 - accuracy: 0.7774 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7798 Epoch 31/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7773: 0s - loss: 0.4570 - accuracy: 0. Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4570 - accuracy: 0.7774 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7780 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7801 Epoch 35/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7774 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4562 - accuracy: 0.7780 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7770: 0s - loss: 0.4569 - accuracy: 0. Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4557 - accuracy: 0.7771 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7789 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7786 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4549 - accuracy: 0.7787 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7781 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7767 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7782 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7807 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7784: 0s - loss: 0.4537 - accuracy Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4542 - accuracy: 0.7786 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7811 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4541 - accuracy: 0.7790 Epoch 50/500 718/718 [==============================] - 1s 997us/step - loss: 0.4540 - accuracy: 0.7782 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7771 Epoch 52/500 718/718 [==============================] - 1s 992us/step - loss: 0.4533 - accuracy: 0.7819 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7788 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7762 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7777 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7787 Epoch 57/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7779 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7781 Epoch 59/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7787: 0s - loss: 0.4500 - accuracy: 0. Epoch 60/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7807: 0s - los Epoch 61/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4517 - accuracy: 0.7791 Epoch 62/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7800: 0s - loss: 0.4648 Epoch 63/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7795 Epoch 64/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7810 Epoch 65/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7803 Epoch 66/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7793 Epoch 67/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7769 Epoch 68/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7807 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7788 Epoch 70/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7811 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7816 Epoch 72/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7802 Epoch 73/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4507 - accuracy: 0.7818 Epoch 74/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7805 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7800 Epoch 76/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7793 Epoch 77/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7817 Epoch 78/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7797 Epoch 79/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7800: 0s - loss: 0.4492 - accuracy: Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7806 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7780: 0s - loss: 0.4 Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7821: 0s - loss: 0.4510 - accura Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4505 - accuracy: 0.7818 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7814 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7813 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7790 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4503 - accuracy: 0.7814 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4504 - accuracy: 0.7813 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7793 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7796 Epoch 91/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7802 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7801: 0s - loss: 0.4455 - accuracy: - ETA: 0s - loss: 0.4513 - Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4500 - accuracy: 0.7776 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7801 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7814 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7800 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7818 Epoch 98/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7806 Epoch 99/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7806 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7772 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7794 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7801 Epoch 103/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7815 Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7817 Epoch 105/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4502 - accuracy: 0.7813 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7816: 0s - loss: 0.4527 - accuracy Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7834 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7794 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7807 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7793 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7798: 0s - loss: 0.4 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7803 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7780 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7797 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7793 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7806 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7788 Epoch 118/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7786 Epoch 119/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7828 Epoch 120/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7805 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7820 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7790 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7816: 0s - loss: 0.4494 - accuracy: 0.78 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4495 - accuracy: 0.7795: 0s - loss: 0.4496 - accuracy: 0.77 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4498 - accuracy: 0.7783 Epoch 126/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7814 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7801 Epoch 128/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7794 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7822 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7809 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7820 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7815 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7804 Epoch 134/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7803: 0s - loss: 0.4515 - accuracy: 0.77 - ETA: 0s - loss: 0.4509 - accuracy Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7804 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7797 Epoch 137/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7812 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7807 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7810 Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7816 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7804 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7816 Epoch 143/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7802 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7812 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7815: 0s - loss: 0.4487 - accuracy: 0.78 Epoch 146/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7807 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7800 Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7789: 0s - loss: 0.4506 - accu Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7806: 0s - loss: 0.4493 - accuracy Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7777 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7818 Epoch 152/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7815 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7799 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7803: 0s - loss: 0.4502 - accuracy: 0.78 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7818 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7800 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7814 Epoch 158/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7829 Epoch 159/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4489 - accuracy: 0.7802: 0s - loss: Epoch 160/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7788 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7812 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7813 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7815 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7811 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7807 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7820: 0s - loss: 0.4470 - accuracy: 0. Epoch 167/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7805 Epoch 168/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7800 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7823 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7825 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7786 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7813 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7802 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7803 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7808 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7807: 0s - loss: 0.4362 - Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7795 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7817 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7804 Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7817 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7819 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7802: 0s - loss: 0.4392 - ac Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7810 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7819 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7823 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7816 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7819 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7816 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7813 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7798 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7802 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7814 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7800: 0s - loss: 0.4494 - accuracy: Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7788 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7793 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7808 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7806 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7810 Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7809: 0s - loss: 0.4509 - accuracy Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7819: 0s - loss: 0.4463 - accuracy: 0.78 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7815 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7822 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7814: 0s - loss: 0.4453 - ac Epoch 204/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7839 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7820 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7811 Epoch 207/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4483 - accuracy: 0.7820 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7821 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7841 Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7792 Epoch 211/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7809 Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7816 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7819 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7814 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7805 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7820 Epoch 217/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7810 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7814 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7815 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7798 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7801 Epoch 222/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7798 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7808: 0s - loss: 0.4486 - accuracy - ETA: 0s - loss: 0.4487 - accuracy: 0.78 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7814: 0s - loss: 0.4479 - accura Epoch 225/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7804: 0s - loss: 0.4518 - ac Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7797 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7807 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7814: 0s - loss: 0.4515 - accuracy: Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7795 Epoch 230/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7818 Epoch 231/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7813 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7820 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7823 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7795 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7802: 0s - loss: 0.4449 - Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4486 - accuracy: 0.7809 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7807 Epoch 238/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7811 Epoch 239/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7820 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7820 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7814 Epoch 242/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7807: 0s - loss: 0.4496 - accura Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7807 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7807 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7802 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7827 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7820 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7808 Epoch 249/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7812 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4473 - accuracy: 0.7823 Epoch 251/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7796 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7829 Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7820 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4476 - accuracy: 0.7827 Epoch 255/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7830 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7822 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4472 - accuracy: 0.7829: 0s - loss: 0.450 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7830 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4467 - accuracy: 0.7829 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7829 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4470 - accuracy: 0.7826 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4467 - accuracy: 0.7841: 0s - loss: 0.4465 - accuracy: 0.78 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7836 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4464 - accuracy: 0.7837 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4468 - accuracy: 0.7825 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4463 - accuracy: 0.7838 Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7826 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4467 - accuracy: 0.7831 Epoch 269/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4466 - accuracy: 0.7847 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4465 - accuracy: 0.7823 Epoch 271/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7839 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4464 - accuracy: 0.7815 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7833 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7829 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7848 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4461 - accuracy: 0.7823 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7819 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7835 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4464 - accuracy: 0.7844 Epoch 280/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7860 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7834 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4462 - accuracy: 0.7827 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7828 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7861 Epoch 285/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7830 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4457 - accuracy: 0.7838 Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7814 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4460 - accuracy: 0.7816 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7835 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7808 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4457 - accuracy: 0.7836 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7848 Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7847 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7840 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7826 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7840: 0s - loss: 0.4367 - accuracy: - ETA: 0s - loss: 0.4448 - accuracy: 0. Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7833: 0s - loss: 0.4435 - accuracy Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7821: 0s - loss: 0.4424 - accuracy: - ETA: 0s - loss: 0.4443 - accuracy Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7823 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7834 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7836 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7841 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7841 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7841 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7845 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4457 - accuracy: 0.7836 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4458 - accuracy: 0.7838 Epoch 308/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4457 - accuracy: 0.7821 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7850 Epoch 310/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4452 - accuracy: 0.7835 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7841 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7844: 0s - loss: 0.444 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7832 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7854 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4457 - accuracy: 0.7841 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7834 Epoch 317/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4456 - accuracy: 0.7837 Epoch 318/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4454 - accuracy: 0.7834: 0s - loss: 0.4480 - accuracy - ETA: 0s - loss: 0.4 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7856 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7847 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7825 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7860: 0s - loss: 0.4445 - accuracy: Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7829 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7860: 0s - loss: 0.4439 - accuracy: 0. Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7848 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7850 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7832 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7835 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7848 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7834: 0s - loss: 0.4466 - accuracy: 0. Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7837 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7844 Epoch 333/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7834: 0s - l Epoch 334/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7846 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7824 Epoch 336/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7835: 0s - loss: 0.4414 - accuracy Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7834: 0s - loss: 0.4457 - accura Epoch 338/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7815 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7845 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7857 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7841 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7841 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7847: 0s - loss: 0.4507 - ac Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7844 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7829 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7835 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4456 - accuracy: 0.7842 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7820 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7833: 0s - loss: 0.4477 - accuracy Epoch 350/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7829: 0s - loss: 0.4447 - Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7842 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7814 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7846 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7820 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7826 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7835 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7836 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7848 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7834 Epoch 360/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7820 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7814 Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7847 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7825 Epoch 364/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7837 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7828 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7847 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7842 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7829: 0s - loss: 0.4 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7843 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7839 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7833: 0s - loss: 0.4455 - accura Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7862 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7834 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7841 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7849 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7840: 0s - loss: 0.4430 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7854 Epoch 378/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7837 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7848 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7840 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7828 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7841: 0s - loss: 0.4435 - accuracy: 0. Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7834 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7840 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7830 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7831: 0s - loss: 0.4460 - accu Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7835 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7841 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7847 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7832 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7834 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7862 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7846 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7814 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7846 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4455 - accuracy: 0.7830 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7832 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7820 Epoch 399/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4446 - accuracy: 0.7840 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4453 - accuracy: 0.7820 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7853 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7844 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7852 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7831 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7853 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7834 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7839 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7839 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7825 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7841 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7837: 0s - loss: 0.4525 - accuracy: 0.78 - ETA: 0s - loss: Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7852 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7849 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4452 - accuracy: 0.7841: 0s - loss: 0.4493 - Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7827 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7860 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7838 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7838 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7849: 0s - loss: 0 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7846 Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7852 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7852 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7824 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7856 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7832: 0s - loss: 0.4448 - accuracy: 0.78 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7831: 0s - loss: 0.4487 - accura Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4451 - accuracy: 0.7837 Epoch 428/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7829 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7843 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7840 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7861 Epoch 432/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7839 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7844 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7858: 0s - loss: 0.4465 - accu Epoch 435/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7841 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7866: 0s - loss: 0.4454 - accuracy: 0.78 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7844 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7848 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7847 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7847 Epoch 441/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7834 Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7834 Epoch 443/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7827 Epoch 444/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7844 Epoch 445/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7848 Epoch 446/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7849 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4449 - accuracy: 0.7837 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7856: 0s - loss: 0.4453 - accuracy Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7840 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7836 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7849: 0s - loss: 0.441 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7838: 0s - loss: 0.4473 - accura Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7852 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7838 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7877: 0s - loss: 0.453 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7829 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7842: 0s - loss: 0.4481 - accu Epoch 458/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4440 - accuracy: 0.7827 Epoch 459/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4444 - accuracy: 0.7845 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7831 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7847 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7841 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7847 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4439 - accuracy: 0.7858 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7854: 0s - loss: 0.4532 - Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7827 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7832 Epoch 468/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7843 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7839 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7859 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7822 Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7849 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7853 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7836: 0s - loss: 0.4442 - ac Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4439 - accuracy: 0.7850 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7833: 0s - loss: 0.4444 - accuracy: Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7855: 0s - loss: 0.4376 - - ETA: 0s - loss: 0.4444 - accuracy: 0.78 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7860: 0s - loss: 0.4443 - accuracy Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7846 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7836 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4448 - accuracy: 0.7850 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4442 - accuracy: 0.7858: 0s - loss: 0 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4447 - accuracy: 0.7841 Epoch 484/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7827 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4441 - accuracy: 0.7844 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7834: 0s - loss: 0.4452 - accuracy: 0. Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7841 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7839 Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4440 - accuracy: 0.7841 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4443 - accuracy: 0.7825 Epoch 491/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7844 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7847 Epoch 493/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4440 - accuracy: 0.7826 Epoch 494/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4444 - accuracy: 0.7832 Epoch 495/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4443 - accuracy: 0.7849 Epoch 496/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4445 - accuracy: 0.7852 Epoch 497/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4449 - accuracy: 0.7850 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4438 - accuracy: 0.7846 Epoch 499/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4438 - accuracy: 0.7827: 0s - loss: Epoch 500/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4447 - accuracy: 0.7836 Epoch 1/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6887 - accuracy: 0.5553 Epoch 2/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6872 - accuracy: 0. Epoch 12/500 718/718 [==============================] - 1s 928us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 866us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 867us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 846us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 846us/step - loss: 0.6868 - accuracy: 0.55560s - loss: 0.6880 - ac Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 893us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6865 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6860 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 977us/step - loss: 0.6850 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 920us/step - loss: 0.6824 - accuracy: 0.5556 Epoch 23/500 718/718 [==============================] - 1s 833us/step - loss: 0.6736 - accuracy: 0.5556 Epoch 24/500 718/718 [==============================] - 1s 863us/step - loss: 0.6430 - accuracy: 0.6010 Epoch 25/500 718/718 [==============================] - 1s 840us/step - loss: 0.6001 - accuracy: 0.7072 Epoch 26/500 718/718 [==============================] - 1s 857us/step - loss: 0.5803 - accuracy: 0.7121 Epoch 27/500 718/718 [==============================] - 1s 882us/step - loss: 0.5686 - accuracy: 0.7172 Epoch 28/500 718/718 [==============================] - 1s 884us/step - loss: 0.5549 - accuracy: 0.7263 Epoch 29/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5362 - accuracy: 0.7417 Epoch 30/500 718/718 [==============================] - 1s 970us/step - loss: 0.5148 - accuracy: 0.7536 Epoch 31/500 718/718 [==============================] - 1s 934us/step - loss: 0.4961 - accuracy: 0.7624 Epoch 32/500 718/718 [==============================] - 1s 865us/step - loss: 0.4819 - accuracy: 0.7666 Epoch 33/500 718/718 [==============================] - 1s 956us/step - loss: 0.4738 - accuracy: 0.7688 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4698 - accuracy: 0.7713 Epoch 35/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4668 - accuracy: 0.7675 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4648 - accuracy: 0.7706 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4634 - accuracy: 0.7729 Epoch 38/500 718/718 [==============================] - 1s 881us/step - loss: 0.4625 - accuracy: 0.7717 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4619 - accuracy: 0.7704 Epoch 40/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4613 - accuracy: 0.7735 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7739 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4611 - accuracy: 0.7749 Epoch 43/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4607 - accuracy: 0.7736 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4608 - accuracy: 0.7728 Epoch 45/500 718/718 [==============================] - 1s 856us/step - loss: 0.4601 - accuracy: 0.7741 Epoch 46/500 718/718 [==============================] - 1s 838us/step - loss: 0.4603 - accuracy: 0.7721 Epoch 47/500 718/718 [==============================] - 1s 847us/step - loss: 0.4598 - accuracy: 0.7742 Epoch 48/500 718/718 [==============================] - 1s 826us/step - loss: 0.4595 - accuracy: 0.7716 Epoch 49/500 718/718 [==============================] - 1s 823us/step - loss: 0.4585 - accuracy: 0.7766 Epoch 50/500 718/718 [==============================] - 1s 817us/step - loss: 0.4589 - accuracy: 0.7740 Epoch 51/500 718/718 [==============================] - 1s 826us/step - loss: 0.4585 - accuracy: 0.7773 Epoch 52/500 718/718 [==============================] - 1s 821us/step - loss: 0.4579 - accuracy: 0.7758 Epoch 53/500 718/718 [==============================] - 1s 821us/step - loss: 0.4583 - accuracy: 0.7736 Epoch 54/500 718/718 [==============================] - 1s 834us/step - loss: 0.4582 - accuracy: 0.7728 Epoch 55/500 718/718 [==============================] - 1s 871us/step - loss: 0.4577 - accuracy: 0.7723 Epoch 56/500 718/718 [==============================] - 1s 910us/step - loss: 0.4568 - accuracy: 0.7776 Epoch 57/500 718/718 [==============================] - 1s 834us/step - loss: 0.4576 - accuracy: 0.7778 Epoch 58/500 718/718 [==============================] - 1s 809us/step - loss: 0.4575 - accuracy: 0.7752 Epoch 59/500 718/718 [==============================] - 1s 821us/step - loss: 0.4571 - accuracy: 0.7773 Epoch 60/500 718/718 [==============================] - 1s 801us/step - loss: 0.4571 - accuracy: 0.7749 Epoch 61/500 718/718 [==============================] - 1s 816us/step - loss: 0.4568 - accuracy: 0.7754 Epoch 62/500 718/718 [==============================] - 1s 801us/step - loss: 0.4565 - accuracy: 0.7746 Epoch 63/500 718/718 [==============================] - 1s 848us/step - loss: 0.4570 - accuracy: 0.7758 Epoch 64/500 718/718 [==============================] - 1s 902us/step - loss: 0.4562 - accuracy: 0.7751 Epoch 65/500 718/718 [==============================] - 1s 824us/step - loss: 0.4563 - accuracy: 0.7775 Epoch 66/500 718/718 [==============================] - 1s 849us/step - loss: 0.4563 - accuracy: 0.7769 Epoch 67/500 718/718 [==============================] - 1s 813us/step - loss: 0.4568 - accuracy: 0.7767 Epoch 68/500 718/718 [==============================] - 1s 852us/step - loss: 0.4567 - accuracy: 0.7773 Epoch 69/500 718/718 [==============================] - 1s 893us/step - loss: 0.4558 - accuracy: 0.7786 Epoch 70/500 718/718 [==============================] - 1s 814us/step - loss: 0.4559 - accuracy: 0.7792 Epoch 71/500 718/718 [==============================] - 1s 831us/step - loss: 0.4555 - accuracy: 0.7791 Epoch 72/500 718/718 [==============================] - 1s 866us/step - loss: 0.4551 - accuracy: 0.77760s - loss: 0.4556 - accuracy Epoch 73/500 718/718 [==============================] - 1s 952us/step - loss: 0.4544 - accuracy: 0.7781 Epoch 74/500 718/718 [==============================] - 1s 915us/step - loss: 0.4547 - accuracy: 0.7777 Epoch 75/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7771: 0s - loss: 0.4473 Epoch 76/500 718/718 [==============================] - 1s 876us/step - loss: 0.4538 - accuracy: 0.7804 Epoch 77/500 718/718 [==============================] - 1s 845us/step - loss: 0.4542 - accuracy: 0.7782 Epoch 78/500 718/718 [==============================] - 1s 832us/step - loss: 0.4538 - accuracy: 0.7786 Epoch 79/500 718/718 [==============================] - 1s 833us/step - loss: 0.4533 - accuracy: 0.7788 Epoch 80/500 718/718 [==============================] - 1s 942us/step - loss: 0.4534 - accuracy: 0.7796 Epoch 81/500 718/718 [==============================] - 1s 869us/step - loss: 0.4536 - accuracy: 0.7791 Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4531 - accuracy: 0.7806 Epoch 83/500 718/718 [==============================] - 1s 983us/step - loss: 0.4534 - accuracy: 0.7797 Epoch 84/500 718/718 [==============================] - 1s 893us/step - loss: 0.4531 - accuracy: 0.7785 Epoch 85/500 718/718 [==============================] - 1s 905us/step - loss: 0.4531 - accuracy: 0.7779 Epoch 86/500 718/718 [==============================] - 1s 883us/step - loss: 0.4535 - accuracy: 0.7761 Epoch 87/500 718/718 [==============================] - 1s 825us/step - loss: 0.4533 - accuracy: 0.7775 Epoch 88/500 718/718 [==============================] - 1s 837us/step - loss: 0.4528 - accuracy: 0.7781 Epoch 89/500 718/718 [==============================] - 1s 880us/step - loss: 0.4528 - accuracy: 0.7758 Epoch 90/500 718/718 [==============================] - 1s 824us/step - loss: 0.4532 - accuracy: 0.7773 Epoch 91/500 718/718 [==============================] - 1s 915us/step - loss: 0.4535 - accuracy: 0.7770 Epoch 92/500 718/718 [==============================] - 1s 903us/step - loss: 0.4526 - accuracy: 0.7797 Epoch 93/500 718/718 [==============================] - 1s 839us/step - loss: 0.4527 - accuracy: 0.7777 Epoch 94/500 718/718 [==============================] - 1s 845us/step - loss: 0.4525 - accuracy: 0.7792 Epoch 95/500 718/718 [==============================] - 1s 854us/step - loss: 0.4528 - accuracy: 0.7777 Epoch 96/500 718/718 [==============================] - 1s 900us/step - loss: 0.4522 - accuracy: 0.7796 Epoch 97/500 718/718 [==============================] - 1s 904us/step - loss: 0.4524 - accuracy: 0.7779 Epoch 98/500 718/718 [==============================] - 1s 856us/step - loss: 0.4529 - accuracy: 0.7769 Epoch 99/500 718/718 [==============================] - 1s 827us/step - loss: 0.4527 - accuracy: 0.7767 Epoch 100/500 718/718 [==============================] - 1s 829us/step - loss: 0.4529 - accuracy: 0.7774 Epoch 101/500 718/718 [==============================] - 1s 831us/step - loss: 0.4526 - accuracy: 0.7807 Epoch 102/500 718/718 [==============================] - 1s 845us/step - loss: 0.4527 - accuracy: 0.7795 Epoch 103/500 718/718 [==============================] - 1s 918us/step - loss: 0.4517 - accuracy: 0.7810 Epoch 104/500 718/718 [==============================] - 1s 916us/step - loss: 0.4520 - accuracy: 0.7814 Epoch 105/500 718/718 [==============================] - 1s 871us/step - loss: 0.4528 - accuracy: 0.7795 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7787: 0s - loss: 0.4514 - accura Epoch 107/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4516 - accuracy: 0.7771: 0s - loss: 0.4532 - accura Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4528 - accuracy: 0.7763 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4526 - accuracy: 0.7785: 0s - loss: 0.4472 - Epoch 110/500 718/718 [==============================] - 1s 993us/step - loss: 0.4521 - accuracy: 0.7791 Epoch 111/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7787 Epoch 112/500 718/718 [==============================] - 1s 944us/step - loss: 0.4519 - accuracy: 0.7783 Epoch 113/500 718/718 [==============================] - 1s 879us/step - loss: 0.4520 - accuracy: 0.7776 Epoch 114/500 718/718 [==============================] - 1s 858us/step - loss: 0.4513 - accuracy: 0.7771 Epoch 115/500 718/718 [==============================] - 1s 892us/step - loss: 0.4515 - accuracy: 0.7785 Epoch 116/500 718/718 [==============================] - 1s 919us/step - loss: 0.4524 - accuracy: 0.7765 Epoch 117/500 718/718 [==============================] - 1s 914us/step - loss: 0.4518 - accuracy: 0.7804 Epoch 118/500 718/718 [==============================] - 1s 841us/step - loss: 0.4523 - accuracy: 0.7763 Epoch 119/500 718/718 [==============================] - 1s 981us/step - loss: 0.4521 - accuracy: 0.7786 Epoch 120/500 718/718 [==============================] - 1s 862us/step - loss: 0.4520 - accuracy: 0.7788 Epoch 121/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7772: 0s - l Epoch 122/500 718/718 [==============================] - 1s 825us/step - loss: 0.4518 - accuracy: 0.7773 Epoch 123/500 718/718 [==============================] - 1s 910us/step - loss: 0.4522 - accuracy: 0.7748 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4525 - accuracy: 0.7799 Epoch 125/500 718/718 [==============================] - 1s 830us/step - loss: 0.4521 - accuracy: 0.7782 Epoch 126/500 718/718 [==============================] - 1s 812us/step - loss: 0.4520 - accuracy: 0.7765 Epoch 127/500 718/718 [==============================] - 1s 833us/step - loss: 0.4516 - accuracy: 0.7790 Epoch 128/500 718/718 [==============================] - 1s 813us/step - loss: 0.4525 - accuracy: 0.7778 Epoch 129/500 718/718 [==============================] - 1s 826us/step - loss: 0.4518 - accuracy: 0.7807 Epoch 130/500 718/718 [==============================] - 1s 847us/step - loss: 0.4515 - accuracy: 0.7774 Epoch 131/500 718/718 [==============================] - 1s 830us/step - loss: 0.4513 - accuracy: 0.7778 Epoch 132/500 718/718 [==============================] - 1s 820us/step - loss: 0.4518 - accuracy: 0.7772 Epoch 133/500 718/718 [==============================] - 1s 804us/step - loss: 0.4522 - accuracy: 0.7786 Epoch 134/500 718/718 [==============================] - 1s 822us/step - loss: 0.4521 - accuracy: 0.7814 Epoch 135/500 718/718 [==============================] - 1s 818us/step - loss: 0.4518 - accuracy: 0.7788 Epoch 136/500 718/718 [==============================] - 1s 862us/step - loss: 0.4512 - accuracy: 0.7754 Epoch 137/500 718/718 [==============================] - 1s 824us/step - loss: 0.4517 - accuracy: 0.7775 Epoch 138/500 718/718 [==============================] - 1s 828us/step - loss: 0.4517 - accuracy: 0.7786 Epoch 139/500 718/718 [==============================] - 1s 840us/step - loss: 0.4518 - accuracy: 0.7775 Epoch 140/500 718/718 [==============================] - 1s 865us/step - loss: 0.4522 - accuracy: 0.7780 Epoch 141/500 718/718 [==============================] - 1s 822us/step - loss: 0.4519 - accuracy: 0.7770 Epoch 142/500 718/718 [==============================] - 1s 840us/step - loss: 0.4521 - accuracy: 0.7763 Epoch 143/500 718/718 [==============================] - 1s 823us/step - loss: 0.4512 - accuracy: 0.7769 Epoch 144/500 718/718 [==============================] - 1s 835us/step - loss: 0.4511 - accuracy: 0.7776 Epoch 145/500 718/718 [==============================] - 1s 852us/step - loss: 0.4517 - accuracy: 0.7758 Epoch 146/500 718/718 [==============================] - 1s 913us/step - loss: 0.4516 - accuracy: 0.7772 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7787: 0s - loss: 0.4531 - accuracy: 0. - ETA: 0s - loss: 0.4521 - accuracy: 0. Epoch 148/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4517 - accuracy: 0.7800 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7772 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7786 Epoch 151/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7743 Epoch 152/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4517 - accuracy: 0.7779 Epoch 153/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7783 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7801 Epoch 155/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7771 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7773 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4516 - accuracy: 0.7781 Epoch 158/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7791 Epoch 159/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7773 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7773 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4515 - accuracy: 0.7772: 0s - loss: 0.4522 - accuracy: 0. Epoch 162/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4515 - accuracy: 0.7757 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4511 - accuracy: 0.7773 Epoch 164/500 718/718 [==============================] - 1s 923us/step - loss: 0.4520 - accuracy: 0.7787 Epoch 165/500 718/718 [==============================] - 1s 813us/step - loss: 0.4517 - accuracy: 0.7788 Epoch 166/500 718/718 [==============================] - 1s 825us/step - loss: 0.4509 - accuracy: 0.7766 Epoch 167/500 718/718 [==============================] - 1s 808us/step - loss: 0.4509 - accuracy: 0.7758 Epoch 168/500 718/718 [==============================] - 1s 835us/step - loss: 0.4508 - accuracy: 0.7768 Epoch 169/500 718/718 [==============================] - 1s 815us/step - loss: 0.4513 - accuracy: 0.7776 Epoch 170/500 718/718 [==============================] - 1s 806us/step - loss: 0.4509 - accuracy: 0.7748 Epoch 171/500 718/718 [==============================] - 1s 827us/step - loss: 0.4510 - accuracy: 0.7785 Epoch 172/500 718/718 [==============================] - 1s 831us/step - loss: 0.4513 - accuracy: 0.7759 Epoch 173/500 718/718 [==============================] - 1s 962us/step - loss: 0.4509 - accuracy: 0.7775 Epoch 174/500 718/718 [==============================] - 1s 815us/step - loss: 0.4505 - accuracy: 0.7786 Epoch 175/500 718/718 [==============================] - 1s 820us/step - loss: 0.4513 - accuracy: 0.7775 Epoch 176/500 718/718 [==============================] - 1s 819us/step - loss: 0.4512 - accuracy: 0.7779 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7793 Epoch 178/500 718/718 [==============================] - 1s 821us/step - loss: 0.4510 - accuracy: 0.7786 Epoch 179/500 718/718 [==============================] - 1s 833us/step - loss: 0.4511 - accuracy: 0.7781 Epoch 180/500 718/718 [==============================] - 1s 816us/step - loss: 0.4508 - accuracy: 0.7781 Epoch 181/500 718/718 [==============================] - 1s 817us/step - loss: 0.4510 - accuracy: 0.7773 Epoch 182/500 718/718 [==============================] - 1s 814us/step - loss: 0.4512 - accuracy: 0.7772 Epoch 183/500 718/718 [==============================] - 1s 827us/step - loss: 0.4514 - accuracy: 0.7786 Epoch 184/500 718/718 [==============================] - 1s 877us/step - loss: 0.4509 - accuracy: 0.7772 Epoch 185/500 718/718 [==============================] - 1s 876us/step - loss: 0.4509 - accuracy: 0.7779 Epoch 186/500 718/718 [==============================] - 1s 883us/step - loss: 0.4512 - accuracy: 0.7775 Epoch 187/500 718/718 [==============================] - 1s 804us/step - loss: 0.4513 - accuracy: 0.7784 Epoch 188/500 718/718 [==============================] - 1s 817us/step - loss: 0.4506 - accuracy: 0.7766 Epoch 189/500 718/718 [==============================] - 1s 824us/step - loss: 0.4505 - accuracy: 0.7796 Epoch 190/500 718/718 [==============================] - 1s 802us/step - loss: 0.4512 - accuracy: 0.7773 Epoch 191/500 718/718 [==============================] - 1s 816us/step - loss: 0.4506 - accuracy: 0.7802 Epoch 192/500 718/718 [==============================] - 1s 805us/step - loss: 0.4509 - accuracy: 0.7806 Epoch 193/500 718/718 [==============================] - 1s 811us/step - loss: 0.4505 - accuracy: 0.7773 Epoch 194/500 718/718 [==============================] - 1s 836us/step - loss: 0.4511 - accuracy: 0.7779 Epoch 195/500 718/718 [==============================] - 1s 814us/step - loss: 0.4508 - accuracy: 0.7763 Epoch 196/500 718/718 [==============================] - 1s 821us/step - loss: 0.4505 - accuracy: 0.7781 Epoch 197/500 718/718 [==============================] - 1s 814us/step - loss: 0.4507 - accuracy: 0.7762 Epoch 198/500 718/718 [==============================] - 1s 821us/step - loss: 0.4508 - accuracy: 0.7783 Epoch 199/500 718/718 [==============================] - 1s 813us/step - loss: 0.4506 - accuracy: 0.7778 Epoch 200/500 718/718 [==============================] - 1s 802us/step - loss: 0.4511 - accuracy: 0.7785 Epoch 201/500 718/718 [==============================] - 1s 859us/step - loss: 0.4501 - accuracy: 0.7774 Epoch 202/500 718/718 [==============================] - 1s 808us/step - loss: 0.4510 - accuracy: 0.7780 Epoch 203/500 718/718 [==============================] - 1s 814us/step - loss: 0.4510 - accuracy: 0.7786 Epoch 204/500 718/718 [==============================] - 1s 821us/step - loss: 0.4510 - accuracy: 0.77820s - loss: 0.4522 - accuracy: 0.77 Epoch 205/500 718/718 [==============================] - 1s 819us/step - loss: 0.4508 - accuracy: 0.7785 Epoch 206/500 718/718 [==============================] - 1s 824us/step - loss: 0.4508 - accuracy: 0.7774 Epoch 207/500 718/718 [==============================] - 1s 809us/step - loss: 0.4508 - accuracy: 0.7775 Epoch 208/500 718/718 [==============================] - 1s 828us/step - loss: 0.4504 - accuracy: 0.7781 Epoch 209/500 718/718 [==============================] - 1s 805us/step - loss: 0.4509 - accuracy: 0.7780 Epoch 210/500 718/718 [==============================] - 1s 812us/step - loss: 0.4504 - accuracy: 0.7803 Epoch 211/500 718/718 [==============================] - 1s 813us/step - loss: 0.4506 - accuracy: 0.7775 Epoch 212/500 718/718 [==============================] - 1s 805us/step - loss: 0.4509 - accuracy: 0.7773 Epoch 213/500 718/718 [==============================] - 1s 823us/step - loss: 0.4512 - accuracy: 0.7757 Epoch 214/500 718/718 [==============================] - 1s 824us/step - loss: 0.4510 - accuracy: 0.7753 Epoch 215/500 718/718 [==============================] - 1s 807us/step - loss: 0.4506 - accuracy: 0.7779 Epoch 216/500 718/718 [==============================] - 1s 811us/step - loss: 0.4503 - accuracy: 0.7755 Epoch 217/500 718/718 [==============================] - 1s 804us/step - loss: 0.4506 - accuracy: 0.7782 Epoch 218/500 718/718 [==============================] - 1s 820us/step - loss: 0.4504 - accuracy: 0.7779 Epoch 219/500 718/718 [==============================] - 1s 810us/step - loss: 0.4509 - accuracy: 0.7762 Epoch 220/500 718/718 [==============================] - 1s 815us/step - loss: 0.4505 - accuracy: 0.7750 Epoch 221/500 718/718 [==============================] - 1s 819us/step - loss: 0.4512 - accuracy: 0.7773 Epoch 222/500 718/718 [==============================] - 1s 835us/step - loss: 0.4512 - accuracy: 0.7781 Epoch 223/500 718/718 [==============================] - 1s 815us/step - loss: 0.4507 - accuracy: 0.7774 Epoch 224/500 718/718 [==============================] - 1s 810us/step - loss: 0.4507 - accuracy: 0.7775 Epoch 225/500 718/718 [==============================] - 1s 814us/step - loss: 0.4508 - accuracy: 0.7779 Epoch 226/500 718/718 [==============================] - 1s 804us/step - loss: 0.4502 - accuracy: 0.7799 Epoch 227/500 718/718 [==============================] - 1s 820us/step - loss: 0.4497 - accuracy: 0.7800 Epoch 228/500 718/718 [==============================] - 1s 809us/step - loss: 0.4499 - accuracy: 0.7753 Epoch 229/500 718/718 [==============================] - 1s 798us/step - loss: 0.4508 - accuracy: 0.7790 Epoch 230/500 718/718 [==============================] - 1s 818us/step - loss: 0.4504 - accuracy: 0.7782 Epoch 231/500 718/718 [==============================] - 1s 810us/step - loss: 0.4509 - accuracy: 0.7800 Epoch 232/500 718/718 [==============================] - 1s 804us/step - loss: 0.4505 - accuracy: 0.7759 Epoch 233/500 718/718 [==============================] - 1s 818us/step - loss: 0.4501 - accuracy: 0.7794 Epoch 234/500 718/718 [==============================] - 1s 805us/step - loss: 0.4502 - accuracy: 0.7779 Epoch 235/500 718/718 [==============================] - 1s 811us/step - loss: 0.4505 - accuracy: 0.7789 Epoch 236/500 718/718 [==============================] - 1s 869us/step - loss: 0.4504 - accuracy: 0.7807 Epoch 237/500 718/718 [==============================] - 1s 817us/step - loss: 0.4504 - accuracy: 0.7811 Epoch 238/500 718/718 [==============================] - 1s 805us/step - loss: 0.4498 - accuracy: 0.7766 Epoch 239/500 718/718 [==============================] - 1s 814us/step - loss: 0.4503 - accuracy: 0.7787 Epoch 240/500 718/718 [==============================] - 1s 833us/step - loss: 0.4502 - accuracy: 0.7773 Epoch 241/500 718/718 [==============================] - 1s 806us/step - loss: 0.4506 - accuracy: 0.7792 Epoch 242/500 718/718 [==============================] - 1s 812us/step - loss: 0.4503 - accuracy: 0.7769 Epoch 243/500 718/718 [==============================] - 1s 829us/step - loss: 0.4507 - accuracy: 0.7776 Epoch 244/500 718/718 [==============================] - 1s 832us/step - loss: 0.4502 - accuracy: 0.7776 Epoch 245/500 718/718 [==============================] - 1s 815us/step - loss: 0.4499 - accuracy: 0.7764 Epoch 246/500 718/718 [==============================] - 1s 802us/step - loss: 0.4506 - accuracy: 0.7775 Epoch 247/500 718/718 [==============================] - 1s 828us/step - loss: 0.4505 - accuracy: 0.7763 Epoch 248/500 718/718 [==============================] - 1s 807us/step - loss: 0.4508 - accuracy: 0.7779 Epoch 249/500 718/718 [==============================] - 1s 835us/step - loss: 0.4502 - accuracy: 0.7786 Epoch 250/500 718/718 [==============================] - 1s 821us/step - loss: 0.4500 - accuracy: 0.7774 Epoch 251/500 718/718 [==============================] - 1s 805us/step - loss: 0.4498 - accuracy: 0.77590s - loss: 0.4504 - accuracy: 0.77 Epoch 252/500 718/718 [==============================] - 1s 862us/step - loss: 0.4498 - accuracy: 0.7750 Epoch 253/500 718/718 [==============================] - 1s 819us/step - loss: 0.4503 - accuracy: 0.7787 Epoch 254/500 718/718 [==============================] - 1s 816us/step - loss: 0.4504 - accuracy: 0.7774 Epoch 255/500 718/718 [==============================] - 1s 880us/step - loss: 0.4496 - accuracy: 0.77780s - loss: 0.4459 - accuracy: 0. Epoch 256/500 718/718 [==============================] - 1s 823us/step - loss: 0.4505 - accuracy: 0.7783 Epoch 257/500 718/718 [==============================] - 1s 827us/step - loss: 0.4500 - accuracy: 0.7772 Epoch 258/500 718/718 [==============================] - 1s 804us/step - loss: 0.4502 - accuracy: 0.7788 Epoch 259/500 718/718 [==============================] - 1s 816us/step - loss: 0.4503 - accuracy: 0.7780 Epoch 260/500 718/718 [==============================] - 1s 819us/step - loss: 0.4501 - accuracy: 0.7785 Epoch 261/500 718/718 [==============================] - 1s 811us/step - loss: 0.4505 - accuracy: 0.7763 Epoch 262/500 718/718 [==============================] - 1s 818us/step - loss: 0.4500 - accuracy: 0.7778 Epoch 263/500 718/718 [==============================] - 1s 812us/step - loss: 0.4498 - accuracy: 0.7782 Epoch 264/500 718/718 [==============================] - 1s 831us/step - loss: 0.4499 - accuracy: 0.7770 Epoch 265/500 718/718 [==============================] - 1s 818us/step - loss: 0.4500 - accuracy: 0.7773 Epoch 266/500 718/718 [==============================] - 1s 808us/step - loss: 0.4499 - accuracy: 0.7775 Epoch 267/500 718/718 [==============================] - 1s 809us/step - loss: 0.4496 - accuracy: 0.7775 Epoch 268/500 718/718 [==============================] - 1s 809us/step - loss: 0.4497 - accuracy: 0.7798 Epoch 269/500 718/718 [==============================] - 1s 819us/step - loss: 0.4494 - accuracy: 0.7783 Epoch 270/500 718/718 [==============================] - 1s 899us/step - loss: 0.4500 - accuracy: 0.7758 Epoch 271/500 718/718 [==============================] - 1s 811us/step - loss: 0.4498 - accuracy: 0.7800 Epoch 272/500 718/718 [==============================] - 1s 817us/step - loss: 0.4495 - accuracy: 0.7782 Epoch 273/500 718/718 [==============================] - 1s 821us/step - loss: 0.4499 - accuracy: 0.7767 Epoch 274/500 718/718 [==============================] - 1s 816us/step - loss: 0.4497 - accuracy: 0.7780 Epoch 275/500 718/718 [==============================] - 1s 811us/step - loss: 0.4495 - accuracy: 0.7792 Epoch 276/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4496 - accuracy: 0.7786 Epoch 277/500 718/718 [==============================] - 1s 890us/step - loss: 0.4493 - accuracy: 0.7788 Epoch 278/500 718/718 [==============================] - 1s 837us/step - loss: 0.4492 - accuracy: 0.7797 Epoch 279/500 718/718 [==============================] - 1s 862us/step - loss: 0.4496 - accuracy: 0.7807 Epoch 280/500 718/718 [==============================] - 1s 836us/step - loss: 0.4496 - accuracy: 0.7800 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7800 Epoch 282/500 718/718 [==============================] - 1s 968us/step - loss: 0.4490 - accuracy: 0.7781 Epoch 283/500 718/718 [==============================] - 1s 932us/step - loss: 0.4492 - accuracy: 0.7791 Epoch 284/500 718/718 [==============================] - 1s 845us/step - loss: 0.4489 - accuracy: 0.7796 Epoch 285/500 718/718 [==============================] - 1s 839us/step - loss: 0.4496 - accuracy: 0.7784 Epoch 286/500 718/718 [==============================] - 1s 849us/step - loss: 0.4492 - accuracy: 0.7784 Epoch 287/500 718/718 [==============================] - 1s 828us/step - loss: 0.4492 - accuracy: 0.7789 Epoch 288/500 718/718 [==============================] - 1s 871us/step - loss: 0.4495 - accuracy: 0.7800 Epoch 289/500 718/718 [==============================] - 1s 824us/step - loss: 0.4494 - accuracy: 0.7780 Epoch 290/500 718/718 [==============================] - 1s 827us/step - loss: 0.4493 - accuracy: 0.7785 Epoch 291/500 718/718 [==============================] - 1s 836us/step - loss: 0.4490 - accuracy: 0.7787 Epoch 292/500 718/718 [==============================] - 1s 833us/step - loss: 0.4495 - accuracy: 0.7793 Epoch 293/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4493 - accuracy: 0.7767 Epoch 294/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7780 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7791: 0s - loss: 0.4471 - accura Epoch 296/500 718/718 [==============================] - 1s 992us/step - loss: 0.4489 - accuracy: 0.7789 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7778 Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7796 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7795 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7810 Epoch 301/500 718/718 [==============================] - 1s 946us/step - loss: 0.4489 - accuracy: 0.7777 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4497 - accuracy: 0.7786: 0s - loss: 0.4469 - ac Epoch 303/500 718/718 [==============================] - 1s 870us/step - loss: 0.4491 - accuracy: 0.7792 Epoch 304/500 718/718 [==============================] - 1s 848us/step - loss: 0.4491 - accuracy: 0.7799 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4490 - accuracy: 0.7782 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4494 - accuracy: 0.7771 Epoch 307/500 718/718 [==============================] - 1s 837us/step - loss: 0.4490 - accuracy: 0.7793 Epoch 308/500 718/718 [==============================] - 1s 876us/step - loss: 0.4491 - accuracy: 0.7803 Epoch 309/500 718/718 [==============================] - 1s 953us/step - loss: 0.4493 - accuracy: 0.7781 Epoch 310/500 718/718 [==============================] - 1s 841us/step - loss: 0.4492 - accuracy: 0.7773 Epoch 311/500 718/718 [==============================] - 1s 822us/step - loss: 0.4491 - accuracy: 0.7786 Epoch 312/500 718/718 [==============================] - 1s 834us/step - loss: 0.4484 - accuracy: 0.7795 Epoch 313/500 718/718 [==============================] - 1s 823us/step - loss: 0.4491 - accuracy: 0.7771 Epoch 314/500 718/718 [==============================] - 1s 847us/step - loss: 0.4486 - accuracy: 0.7785 Epoch 315/500 718/718 [==============================] - 1s 838us/step - loss: 0.4489 - accuracy: 0.7763 Epoch 316/500 718/718 [==============================] - 1s 827us/step - loss: 0.4486 - accuracy: 0.7781 Epoch 317/500 718/718 [==============================] - 1s 867us/step - loss: 0.4492 - accuracy: 0.7793 Epoch 318/500 718/718 [==============================] - 1s 818us/step - loss: 0.4488 - accuracy: 0.7789 Epoch 319/500 718/718 [==============================] - 1s 874us/step - loss: 0.4489 - accuracy: 0.7787 Epoch 320/500 718/718 [==============================] - 1s 886us/step - loss: 0.4489 - accuracy: 0.7786 Epoch 321/500 718/718 [==============================] - 1s 835us/step - loss: 0.4489 - accuracy: 0.7786 Epoch 322/500 718/718 [==============================] - 1s 902us/step - loss: 0.4487 - accuracy: 0.7786 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4491 - accuracy: 0.7767 Epoch 324/500 718/718 [==============================] - 1s 819us/step - loss: 0.4488 - accuracy: 0.7759 Epoch 325/500 718/718 [==============================] - 1s 835us/step - loss: 0.4492 - accuracy: 0.7811 Epoch 326/500 718/718 [==============================] - 1s 836us/step - loss: 0.4483 - accuracy: 0.7774 Epoch 327/500 718/718 [==============================] - 1s 821us/step - loss: 0.4485 - accuracy: 0.7795 Epoch 328/500 718/718 [==============================] - 1s 847us/step - loss: 0.4494 - accuracy: 0.77870s - loss: 0.4516 - accuracy Epoch 329/500 718/718 [==============================] - 1s 819us/step - loss: 0.4489 - accuracy: 0.7786 Epoch 330/500 718/718 [==============================] - 1s 820us/step - loss: 0.4490 - accuracy: 0.7763 Epoch 331/500 718/718 [==============================] - 1s 826us/step - loss: 0.4487 - accuracy: 0.7791 Epoch 332/500 718/718 [==============================] - 1s 819us/step - loss: 0.4487 - accuracy: 0.7771 Epoch 333/500 718/718 [==============================] - 1s 831us/step - loss: 0.4491 - accuracy: 0.7786 Epoch 334/500 718/718 [==============================] - 1s 834us/step - loss: 0.4488 - accuracy: 0.7751 Epoch 335/500 718/718 [==============================] - 1s 857us/step - loss: 0.4490 - accuracy: 0.7800 Epoch 336/500 718/718 [==============================] - 1s 827us/step - loss: 0.4492 - accuracy: 0.7775 Epoch 337/500 718/718 [==============================] - 1s 812us/step - loss: 0.4485 - accuracy: 0.7795 Epoch 338/500 718/718 [==============================] - 1s 829us/step - loss: 0.4488 - accuracy: 0.7782 Epoch 339/500 718/718 [==============================] - 1s 810us/step - loss: 0.4487 - accuracy: 0.7804 Epoch 340/500 718/718 [==============================] - 1s 823us/step - loss: 0.4486 - accuracy: 0.7819 Epoch 341/500 718/718 [==============================] - 1s 940us/step - loss: 0.4491 - accuracy: 0.7776 Epoch 342/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4488 - accuracy: 0.7786 Epoch 343/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7811 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7767: 0s - loss: 0.4478 - accuracy: Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7789 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7785 Epoch 347/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7783 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4488 - accuracy: 0.7770 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4489 - accuracy: 0.7784 Epoch 350/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4482 - accuracy: 0.7778 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7793 Epoch 352/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4486 - accuracy: 0.7793 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7784 Epoch 354/500 718/718 [==============================] - 1s 812us/step - loss: 0.4485 - accuracy: 0.7800 Epoch 355/500 718/718 [==============================] - 1s 825us/step - loss: 0.4488 - accuracy: 0.7795 Epoch 356/500 718/718 [==============================] - 1s 820us/step - loss: 0.4481 - accuracy: 0.7799 Epoch 357/500 718/718 [==============================] - 1s 807us/step - loss: 0.4493 - accuracy: 0.7795 Epoch 358/500 718/718 [==============================] - 1s 818us/step - loss: 0.4491 - accuracy: 0.7778 Epoch 359/500 718/718 [==============================] - 1s 821us/step - loss: 0.4483 - accuracy: 0.7796 Epoch 360/500 718/718 [==============================] - 1s 823us/step - loss: 0.4485 - accuracy: 0.7795 Epoch 361/500 718/718 [==============================] - 1s 813us/step - loss: 0.4488 - accuracy: 0.7798 Epoch 362/500 718/718 [==============================] - 1s 817us/step - loss: 0.4481 - accuracy: 0.7814 Epoch 363/500 718/718 [==============================] - 1s 808us/step - loss: 0.4483 - accuracy: 0.7798 Epoch 364/500 718/718 [==============================] - 1s 815us/step - loss: 0.4486 - accuracy: 0.7805 Epoch 365/500 718/718 [==============================] - 1s 812us/step - loss: 0.4487 - accuracy: 0.7793 Epoch 366/500 718/718 [==============================] - 1s 810us/step - loss: 0.4492 - accuracy: 0.7775 Epoch 367/500 718/718 [==============================] - 1s 814us/step - loss: 0.4489 - accuracy: 0.7768 Epoch 368/500 718/718 [==============================] - 1s 809us/step - loss: 0.4489 - accuracy: 0.7782 Epoch 369/500 718/718 [==============================] - 1s 823us/step - loss: 0.4489 - accuracy: 0.7794 Epoch 370/500 718/718 [==============================] - 1s 825us/step - loss: 0.4486 - accuracy: 0.7794 Epoch 371/500 718/718 [==============================] - 1s 801us/step - loss: 0.4485 - accuracy: 0.7803 Epoch 372/500 718/718 [==============================] - 1s 820us/step - loss: 0.4480 - accuracy: 0.7798 Epoch 373/500 718/718 [==============================] - 1s 802us/step - loss: 0.4487 - accuracy: 0.7804 Epoch 374/500 718/718 [==============================] - 1s 815us/step - loss: 0.4486 - accuracy: 0.7779 Epoch 375/500 718/718 [==============================] - 1s 825us/step - loss: 0.4490 - accuracy: 0.7772 Epoch 376/500 718/718 [==============================] - 1s 816us/step - loss: 0.4483 - accuracy: 0.7797 Epoch 377/500 718/718 [==============================] - 1s 818us/step - loss: 0.4485 - accuracy: 0.7788 Epoch 378/500 718/718 [==============================] - 1s 811us/step - loss: 0.4483 - accuracy: 0.7800 Epoch 379/500 718/718 [==============================] - 1s 808us/step - loss: 0.4488 - accuracy: 0.7804 Epoch 380/500 718/718 [==============================] - 1s 803us/step - loss: 0.4489 - accuracy: 0.7769 Epoch 381/500 718/718 [==============================] - 1s 851us/step - loss: 0.4488 - accuracy: 0.7782 Epoch 382/500 718/718 [==============================] - 1s 813us/step - loss: 0.4484 - accuracy: 0.7782 Epoch 383/500 718/718 [==============================] - 1s 838us/step - loss: 0.4485 - accuracy: 0.7779 Epoch 384/500 718/718 [==============================] - 1s 826us/step - loss: 0.4481 - accuracy: 0.7792 Epoch 385/500 718/718 [==============================] - 1s 807us/step - loss: 0.4491 - accuracy: 0.7785 Epoch 386/500 718/718 [==============================] - 1s 833us/step - loss: 0.4485 - accuracy: 0.7803 Epoch 387/500 718/718 [==============================] - 1s 825us/step - loss: 0.4488 - accuracy: 0.7786 Epoch 388/500 718/718 [==============================] - 1s 806us/step - loss: 0.4486 - accuracy: 0.7785 Epoch 389/500 718/718 [==============================] - 1s 825us/step - loss: 0.4485 - accuracy: 0.7767 Epoch 390/500 718/718 [==============================] - 1s 819us/step - loss: 0.4482 - accuracy: 0.7784 Epoch 391/500 718/718 [==============================] - 1s 815us/step - loss: 0.4485 - accuracy: 0.7788 Epoch 392/500 718/718 [==============================] - 1s 926us/step - loss: 0.4482 - accuracy: 0.7781 Epoch 393/500 718/718 [==============================] - 1s 816us/step - loss: 0.4484 - accuracy: 0.7794 Epoch 394/500 718/718 [==============================] - 1s 821us/step - loss: 0.4481 - accuracy: 0.7783 Epoch 395/500 718/718 [==============================] - 1s 808us/step - loss: 0.4478 - accuracy: 0.7795 Epoch 396/500 718/718 [==============================] - 1s 831us/step - loss: 0.4485 - accuracy: 0.7779 Epoch 397/500 718/718 [==============================] - 1s 822us/step - loss: 0.4487 - accuracy: 0.7784 Epoch 398/500 718/718 [==============================] - 1s 816us/step - loss: 0.4488 - accuracy: 0.7788 Epoch 399/500 718/718 [==============================] - 1s 806us/step - loss: 0.4485 - accuracy: 0.7781 Epoch 400/500 718/718 [==============================] - 1s 813us/step - loss: 0.4484 - accuracy: 0.7792 Epoch 401/500 718/718 [==============================] - 1s 826us/step - loss: 0.4482 - accuracy: 0.7792 Epoch 402/500 718/718 [==============================] - 1s 815us/step - loss: 0.4483 - accuracy: 0.7795 Epoch 403/500 718/718 [==============================] - 1s 919us/step - loss: 0.4480 - accuracy: 0.7800 Epoch 404/500 718/718 [==============================] - 1s 818us/step - loss: 0.4479 - accuracy: 0.7810 Epoch 405/500 718/718 [==============================] - 1s 816us/step - loss: 0.4489 - accuracy: 0.7766 Epoch 406/500 718/718 [==============================] - 1s 820us/step - loss: 0.4484 - accuracy: 0.7782 Epoch 407/500 718/718 [==============================] - 1s 822us/step - loss: 0.4485 - accuracy: 0.7781 Epoch 408/500 718/718 [==============================] - 1s 813us/step - loss: 0.4491 - accuracy: 0.7789 Epoch 409/500 718/718 [==============================] - 1s 827us/step - loss: 0.4482 - accuracy: 0.7788 Epoch 410/500 718/718 [==============================] - 1s 820us/step - loss: 0.4481 - accuracy: 0.7784 Epoch 411/500 718/718 [==============================] - 1s 814us/step - loss: 0.4484 - accuracy: 0.7797 Epoch 412/500 718/718 [==============================] - 1s 805us/step - loss: 0.4488 - accuracy: 0.7781 Epoch 413/500 718/718 [==============================] - 1s 808us/step - loss: 0.4484 - accuracy: 0.7786 Epoch 414/500 718/718 [==============================] - 1s 822us/step - loss: 0.4488 - accuracy: 0.7790 Epoch 415/500 718/718 [==============================] - 1s 805us/step - loss: 0.4481 - accuracy: 0.7814 Epoch 416/500 718/718 [==============================] - 1s 816us/step - loss: 0.4484 - accuracy: 0.7814 Epoch 417/500 718/718 [==============================] - 1s 802us/step - loss: 0.4489 - accuracy: 0.7794 Epoch 418/500 718/718 [==============================] - 1s 822us/step - loss: 0.4489 - accuracy: 0.7796 Epoch 419/500 718/718 [==============================] - 1s 862us/step - loss: 0.4479 - accuracy: 0.78140s - loss: 0.4482 - accuracy: 0. Epoch 420/500 718/718 [==============================] - 1s 805us/step - loss: 0.4486 - accuracy: 0.7779 Epoch 421/500 718/718 [==============================] - 1s 819us/step - loss: 0.4486 - accuracy: 0.7768 Epoch 422/500 718/718 [==============================] - 1s 806us/step - loss: 0.4486 - accuracy: 0.7791 Epoch 423/500 718/718 [==============================] - 1s 846us/step - loss: 0.4487 - accuracy: 0.7762 Epoch 424/500 718/718 [==============================] - 1s 825us/step - loss: 0.4480 - accuracy: 0.7780 Epoch 425/500 718/718 [==============================] - 1s 810us/step - loss: 0.4482 - accuracy: 0.7791 Epoch 426/500 718/718 [==============================] - 1s 830us/step - loss: 0.4475 - accuracy: 0.7785 Epoch 427/500 718/718 [==============================] - 1s 803us/step - loss: 0.4486 - accuracy: 0.7792 Epoch 428/500 718/718 [==============================] - 1s 851us/step - loss: 0.4483 - accuracy: 0.7795 Epoch 429/500 718/718 [==============================] - 1s 818us/step - loss: 0.4481 - accuracy: 0.7791 Epoch 430/500 718/718 [==============================] - 1s 808us/step - loss: 0.4487 - accuracy: 0.7790 Epoch 431/500 718/718 [==============================] - 1s 829us/step - loss: 0.4485 - accuracy: 0.7796 Epoch 432/500 718/718 [==============================] - 1s 803us/step - loss: 0.4484 - accuracy: 0.7771 Epoch 433/500 718/718 [==============================] - 1s 819us/step - loss: 0.4483 - accuracy: 0.78080s - loss: 0.4513 - accuracy Epoch 434/500 718/718 [==============================] - 1s 803us/step - loss: 0.4485 - accuracy: 0.7784 Epoch 435/500 718/718 [==============================] - 1s 825us/step - loss: 0.4479 - accuracy: 0.7800 Epoch 436/500 718/718 [==============================] - 1s 810us/step - loss: 0.4487 - accuracy: 0.7777 Epoch 437/500 718/718 [==============================] - 1s 829us/step - loss: 0.4480 - accuracy: 0.7805 Epoch 438/500 718/718 [==============================] - 1s 814us/step - loss: 0.4484 - accuracy: 0.7786 Epoch 439/500 718/718 [==============================] - 1s 808us/step - loss: 0.4482 - accuracy: 0.7780 Epoch 440/500 718/718 [==============================] - 1s 818us/step - loss: 0.4477 - accuracy: 0.7798 Epoch 441/500 718/718 [==============================] - 1s 823us/step - loss: 0.4481 - accuracy: 0.7780 Epoch 442/500 718/718 [==============================] - 1s 811us/step - loss: 0.4487 - accuracy: 0.7776 Epoch 443/500 718/718 [==============================] - 1s 833us/step - loss: 0.4484 - accuracy: 0.7790 Epoch 444/500 718/718 [==============================] - 1s 806us/step - loss: 0.4484 - accuracy: 0.7798 Epoch 445/500 718/718 [==============================] - 1s 819us/step - loss: 0.4481 - accuracy: 0.7782 Epoch 446/500 718/718 [==============================] - 1s 839us/step - loss: 0.4484 - accuracy: 0.7791 Epoch 447/500 718/718 [==============================] - 1s 808us/step - loss: 0.4483 - accuracy: 0.77730s - loss: 0.446 Epoch 448/500 718/718 [==============================] - 1s 811us/step - loss: 0.4482 - accuracy: 0.7807 Epoch 449/500 718/718 [==============================] - 1s 818us/step - loss: 0.4486 - accuracy: 0.7782 Epoch 450/500 718/718 [==============================] - 1s 807us/step - loss: 0.4485 - accuracy: 0.7785 Epoch 451/500 718/718 [==============================] - 1s 802us/step - loss: 0.4483 - accuracy: 0.7761 Epoch 452/500 718/718 [==============================] - 1s 819us/step - loss: 0.4482 - accuracy: 0.7794 Epoch 453/500 718/718 [==============================] - 1s 815us/step - loss: 0.4484 - accuracy: 0.77830s - loss: 0.4555 - Epoch 454/500 718/718 [==============================] - 1s 802us/step - loss: 0.4485 - accuracy: 0.7800 Epoch 455/500 718/718 [==============================] - 1s 813us/step - loss: 0.4477 - accuracy: 0.7808 Epoch 456/500 718/718 [==============================] - 1s 809us/step - loss: 0.4484 - accuracy: 0.7790 Epoch 457/500 718/718 [==============================] - 1s 821us/step - loss: 0.4478 - accuracy: 0.7787 Epoch 458/500 718/718 [==============================] - 1s 812us/step - loss: 0.4486 - accuracy: 0.7769 Epoch 459/500 718/718 [==============================] - 1s 806us/step - loss: 0.4485 - accuracy: 0.7791 Epoch 460/500 718/718 [==============================] - 1s 834us/step - loss: 0.4483 - accuracy: 0.7800 Epoch 461/500 718/718 [==============================] - 1s 798us/step - loss: 0.4481 - accuracy: 0.7783 Epoch 462/500 718/718 [==============================] - 1s 868us/step - loss: 0.4481 - accuracy: 0.7800 Epoch 463/500 718/718 [==============================] - 1s 895us/step - loss: 0.4482 - accuracy: 0.7780 Epoch 464/500 718/718 [==============================] - 1s 872us/step - loss: 0.4482 - accuracy: 0.7793 Epoch 465/500 718/718 [==============================] - 1s 839us/step - loss: 0.4485 - accuracy: 0.7773 Epoch 466/500 718/718 [==============================] - 1s 836us/step - loss: 0.4482 - accuracy: 0.7793 Epoch 467/500 718/718 [==============================] - 1s 983us/step - loss: 0.4482 - accuracy: 0.77921s - loss: Epoch 468/500 718/718 [==============================] - 1s 849us/step - loss: 0.4481 - accuracy: 0.7780 Epoch 469/500 718/718 [==============================] - 1s 827us/step - loss: 0.4485 - accuracy: 0.7786 Epoch 470/500 718/718 [==============================] - 1s 846us/step - loss: 0.4484 - accuracy: 0.7775 Epoch 471/500 718/718 [==============================] - 1s 837us/step - loss: 0.4484 - accuracy: 0.7780 Epoch 472/500 718/718 [==============================] - 1s 835us/step - loss: 0.4479 - accuracy: 0.7809 Epoch 473/500 718/718 [==============================] - 1s 835us/step - loss: 0.4480 - accuracy: 0.7797 Epoch 474/500 718/718 [==============================] - 1s 820us/step - loss: 0.4485 - accuracy: 0.7805 Epoch 475/500 718/718 [==============================] - 1s 900us/step - loss: 0.4485 - accuracy: 0.7797 Epoch 476/500 718/718 [==============================] - 1s 925us/step - loss: 0.4479 - accuracy: 0.7790 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7809 Epoch 478/500 718/718 [==============================] - 1s 826us/step - loss: 0.4477 - accuracy: 0.7793 Epoch 479/500 718/718 [==============================] - 1s 823us/step - loss: 0.4477 - accuracy: 0.7795 Epoch 480/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7801 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4485 - accuracy: 0.7774 Epoch 482/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4482 - accuracy: 0.7793 Epoch 483/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4484 - accuracy: 0.7766: 0s Epoch 484/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4482 - accuracy: 0.7812: 0s - loss: 0.4469 - accura Epoch 485/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4478 - accuracy: 0.7802 Epoch 486/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7807 Epoch 487/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4481 - accuracy: 0.7795 Epoch 488/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7786 Epoch 489/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4476 - accuracy: 0.7809 Epoch 490/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4481 - accuracy: 0.7800 Epoch 491/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7788 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4475 - accuracy: 0.7784 Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7785 Epoch 494/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7803 Epoch 495/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4483 - accuracy: 0.7793 Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4479 - accuracy: 0.7793 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4478 - accuracy: 0.7800 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7784 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7808 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4481 - accuracy: 0.7783 Epoch 1/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6889 - accuracy: 0.5550 Epoch 2/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 922us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 851us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 841us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 824us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 821us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 874us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 817us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 806us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 829us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 23/500 718/718 [==============================] - 1s 815us/step - loss: 0.6853 - accuracy: 0.5556 Epoch 24/500 718/718 [==============================] - 1s 836us/step - loss: 0.6836 - accuracy: 0.5556 Epoch 25/500 718/718 [==============================] - 1s 869us/step - loss: 0.6796 - accuracy: 0.55560s - loss: 0.6796 - accuracy: 0.55 Epoch 26/500 718/718 [==============================] - 1s 823us/step - loss: 0.6688 - accuracy: 0.5635 Epoch 27/500 718/718 [==============================] - 1s 844us/step - loss: 0.6405 - accuracy: 0.6986 Epoch 28/500 718/718 [==============================] - 1s 825us/step - loss: 0.5946 - accuracy: 0.7297 Epoch 29/500 718/718 [==============================] - 1s 859us/step - loss: 0.5634 - accuracy: 0.73650s - loss: 0.5676 - accuracy Epoch 30/500 718/718 [==============================] - 1s 839us/step - loss: 0.5452 - accuracy: 0.7421 Epoch 31/500 718/718 [==============================] - 1s 819us/step - loss: 0.5310 - accuracy: 0.7495 Epoch 32/500 718/718 [==============================] - 1s 852us/step - loss: 0.5180 - accuracy: 0.7572 Epoch 33/500 718/718 [==============================] - 1s 834us/step - loss: 0.5062 - accuracy: 0.7623 Epoch 34/500 718/718 [==============================] - 1s 839us/step - loss: 0.4964 - accuracy: 0.7681 Epoch 35/500 718/718 [==============================] - 1s 829us/step - loss: 0.4883 - accuracy: 0.7717 Epoch 36/500 718/718 [==============================] - 1s 818us/step - loss: 0.4823 - accuracy: 0.7751 Epoch 37/500 718/718 [==============================] - 1s 830us/step - loss: 0.4759 - accuracy: 0.7768 Epoch 38/500 718/718 [==============================] - 1s 868us/step - loss: 0.4707 - accuracy: 0.77790s - loss: 0.4788 - ac Epoch 39/500 718/718 [==============================] - 1s 908us/step - loss: 0.4657 - accuracy: 0.7790 Epoch 40/500 718/718 [==============================] - 1s 856us/step - loss: 0.4618 - accuracy: 0.7799 Epoch 41/500 718/718 [==============================] - 1s 827us/step - loss: 0.4591 - accuracy: 0.7813 Epoch 42/500 718/718 [==============================] - 1s 836us/step - loss: 0.4569 - accuracy: 0.7830 Epoch 43/500 718/718 [==============================] - 1s 830us/step - loss: 0.4548 - accuracy: 0.7827 Epoch 44/500 718/718 [==============================] - 1s 953us/step - loss: 0.4535 - accuracy: 0.7854 Epoch 45/500 718/718 [==============================] - 1s 862us/step - loss: 0.4523 - accuracy: 0.7867 Epoch 46/500 718/718 [==============================] - 1s 942us/step - loss: 0.4511 - accuracy: 0.7843 Epoch 47/500 718/718 [==============================] - 1s 845us/step - loss: 0.4501 - accuracy: 0.7848 Epoch 48/500 718/718 [==============================] - 1s 836us/step - loss: 0.4488 - accuracy: 0.7863 Epoch 49/500 718/718 [==============================] - 1s 828us/step - loss: 0.4481 - accuracy: 0.7879 Epoch 50/500 718/718 [==============================] - 1s 833us/step - loss: 0.4479 - accuracy: 0.7868 Epoch 51/500 718/718 [==============================] - 1s 833us/step - loss: 0.4471 - accuracy: 0.7881 Epoch 52/500 718/718 [==============================] - 1s 808us/step - loss: 0.4469 - accuracy: 0.7877 Epoch 53/500 718/718 [==============================] - 1s 812us/step - loss: 0.4462 - accuracy: 0.7889 Epoch 54/500 718/718 [==============================] - 1s 807us/step - loss: 0.4453 - accuracy: 0.7910 Epoch 55/500 718/718 [==============================] - 1s 821us/step - loss: 0.4453 - accuracy: 0.7888 Epoch 56/500 718/718 [==============================] - 1s 826us/step - loss: 0.4439 - accuracy: 0.7930 Epoch 57/500 718/718 [==============================] - 1s 821us/step - loss: 0.4445 - accuracy: 0.7875 Epoch 58/500 718/718 [==============================] - 1s 810us/step - loss: 0.4437 - accuracy: 0.7888 Epoch 59/500 718/718 [==============================] - 1s 809us/step - loss: 0.4426 - accuracy: 0.7883 Epoch 60/500 718/718 [==============================] - 1s 819us/step - loss: 0.4437 - accuracy: 0.7928 Epoch 61/500 718/718 [==============================] - 1s 805us/step - loss: 0.4430 - accuracy: 0.7901 Epoch 62/500 718/718 [==============================] - 1s 909us/step - loss: 0.4412 - accuracy: 0.79010s - loss: 0.4373 - accuracy Epoch 63/500 718/718 [==============================] - 1s 876us/step - loss: 0.4412 - accuracy: 0.7917 Epoch 64/500 718/718 [==============================] - 1s 822us/step - loss: 0.4412 - accuracy: 0.7892 Epoch 65/500 718/718 [==============================] - 1s 826us/step - loss: 0.4409 - accuracy: 0.7895 Epoch 66/500 718/718 [==============================] - 1s 835us/step - loss: 0.4387 - accuracy: 0.7926 Epoch 67/500 718/718 [==============================] - 1s 840us/step - loss: 0.4391 - accuracy: 0.7923 Epoch 68/500 718/718 [==============================] - 1s 834us/step - loss: 0.4394 - accuracy: 0.7915 Epoch 69/500 718/718 [==============================] - 1s 817us/step - loss: 0.4388 - accuracy: 0.7926 Epoch 70/500 718/718 [==============================] - 1s 833us/step - loss: 0.4383 - accuracy: 0.7920 Epoch 71/500 718/718 [==============================] - 1s 838us/step - loss: 0.4382 - accuracy: 0.7899 Epoch 72/500 718/718 [==============================] - 1s 804us/step - loss: 0.4379 - accuracy: 0.7917 Epoch 73/500 718/718 [==============================] - 1s 835us/step - loss: 0.4374 - accuracy: 0.7932 Epoch 74/500 718/718 [==============================] - 1s 802us/step - loss: 0.4381 - accuracy: 0.7908 Epoch 75/500 718/718 [==============================] - 1s 816us/step - loss: 0.4372 - accuracy: 0.7934 Epoch 76/500 718/718 [==============================] - 1s 810us/step - loss: 0.4371 - accuracy: 0.7903 Epoch 77/500 718/718 [==============================] - 1s 797us/step - loss: 0.4371 - accuracy: 0.7936 Epoch 78/500 718/718 [==============================] - 1s 846us/step - loss: 0.4371 - accuracy: 0.7949 Epoch 79/500 718/718 [==============================] - 1s 822us/step - loss: 0.4371 - accuracy: 0.7949 Epoch 80/500 718/718 [==============================] - 1s 806us/step - loss: 0.4364 - accuracy: 0.7942 Epoch 81/500 718/718 [==============================] - 1s 807us/step - loss: 0.4374 - accuracy: 0.7959 Epoch 82/500 718/718 [==============================] - 1s 831us/step - loss: 0.4358 - accuracy: 0.7929 Epoch 83/500 718/718 [==============================] - 1s 804us/step - loss: 0.4355 - accuracy: 0.7943 Epoch 84/500 718/718 [==============================] - 1s 806us/step - loss: 0.4356 - accuracy: 0.7932 Epoch 85/500 718/718 [==============================] - 1s 818us/step - loss: 0.4366 - accuracy: 0.7945 Epoch 86/500 718/718 [==============================] - 1s 804us/step - loss: 0.4370 - accuracy: 0.7936 Epoch 87/500 718/718 [==============================] - 1s 811us/step - loss: 0.4351 - accuracy: 0.7923 Epoch 88/500 718/718 [==============================] - 1s 821us/step - loss: 0.4360 - accuracy: 0.7912 Epoch 89/500 718/718 [==============================] - 1s 805us/step - loss: 0.4363 - accuracy: 0.7933 Epoch 90/500 718/718 [==============================] - 1s 852us/step - loss: 0.4351 - accuracy: 0.7946 Epoch 91/500 718/718 [==============================] - 1s 804us/step - loss: 0.4348 - accuracy: 0.7944 Epoch 92/500 718/718 [==============================] - 1s 825us/step - loss: 0.4364 - accuracy: 0.7941 Epoch 93/500 718/718 [==============================] - 1s 801us/step - loss: 0.4352 - accuracy: 0.7945 Epoch 94/500 718/718 [==============================] - 1s 809us/step - loss: 0.4358 - accuracy: 0.7947 Epoch 95/500 718/718 [==============================] - 1s 809us/step - loss: 0.4349 - accuracy: 0.7920 Epoch 96/500 718/718 [==============================] - 1s 807us/step - loss: 0.4347 - accuracy: 0.7944 Epoch 97/500 718/718 [==============================] - 1s 838us/step - loss: 0.4342 - accuracy: 0.7948 Epoch 98/500 718/718 [==============================] - 1s 803us/step - loss: 0.4348 - accuracy: 0.7919 Epoch 99/500 718/718 [==============================] - 1s 816us/step - loss: 0.4350 - accuracy: 0.79580s - loss: 0.4333 - accuracy: 0. Epoch 100/500 718/718 [==============================] - 1s 819us/step - loss: 0.4348 - accuracy: 0.7931 Epoch 101/500 718/718 [==============================] - 1s 800us/step - loss: 0.4350 - accuracy: 0.7963 Epoch 102/500 718/718 [==============================] - 1s 824us/step - loss: 0.4350 - accuracy: 0.7951 Epoch 103/500 718/718 [==============================] - 1s 804us/step - loss: 0.4361 - accuracy: 0.7913 Epoch 104/500 718/718 [==============================] - 1s 804us/step - loss: 0.4344 - accuracy: 0.7928 Epoch 105/500 718/718 [==============================] - 1s 820us/step - loss: 0.4345 - accuracy: 0.7975 Epoch 106/500 718/718 [==============================] - 1s 802us/step - loss: 0.4348 - accuracy: 0.7942 Epoch 107/500 718/718 [==============================] - 1s 819us/step - loss: 0.4342 - accuracy: 0.7964 Epoch 108/500 718/718 [==============================] - 1s 815us/step - loss: 0.4348 - accuracy: 0.7933 Epoch 109/500 718/718 [==============================] - 1s 835us/step - loss: 0.4339 - accuracy: 0.7934 Epoch 110/500 718/718 [==============================] - 1s 801us/step - loss: 0.4341 - accuracy: 0.7966 Epoch 111/500 718/718 [==============================] - 1s 810us/step - loss: 0.4353 - accuracy: 0.7941 Epoch 112/500 718/718 [==============================] - 1s 809us/step - loss: 0.4346 - accuracy: 0.7937 Epoch 113/500 718/718 [==============================] - 1s 798us/step - loss: 0.4346 - accuracy: 0.7930 Epoch 114/500 718/718 [==============================] - 1s 819us/step - loss: 0.4337 - accuracy: 0.7953 Epoch 115/500 718/718 [==============================] - 1s 804us/step - loss: 0.4339 - accuracy: 0.7934 Epoch 116/500 718/718 [==============================] - 1s 829us/step - loss: 0.4343 - accuracy: 0.7941 Epoch 117/500 718/718 [==============================] - 1s 811us/step - loss: 0.4336 - accuracy: 0.7949 Epoch 118/500 718/718 [==============================] - 1s 815us/step - loss: 0.4342 - accuracy: 0.79420s - loss: 0.4322 - accuracy: 0. Epoch 119/500 718/718 [==============================] - 1s 816us/step - loss: 0.4344 - accuracy: 0.7933 Epoch 120/500 718/718 [==============================] - 1s 819us/step - loss: 0.4340 - accuracy: 0.79500s - loss: 0.4327 - accu Epoch 121/500 718/718 [==============================] - 1s 817us/step - loss: 0.4345 - accuracy: 0.7942 Epoch 122/500 718/718 [==============================] - 1s 811us/step - loss: 0.4341 - accuracy: 0.7920 Epoch 123/500 718/718 [==============================] - 1s 803us/step - loss: 0.4347 - accuracy: 0.7961 Epoch 124/500 718/718 [==============================] - 1s 814us/step - loss: 0.4345 - accuracy: 0.7949 Epoch 125/500 718/718 [==============================] - 1s 812us/step - loss: 0.4341 - accuracy: 0.7922 Epoch 126/500 718/718 [==============================] - 1s 826us/step - loss: 0.4335 - accuracy: 0.7925 Epoch 127/500 718/718 [==============================] - 1s 889us/step - loss: 0.4339 - accuracy: 0.7969 Epoch 128/500 718/718 [==============================] - 1s 809us/step - loss: 0.4337 - accuracy: 0.7923 Epoch 129/500 718/718 [==============================] - 1s 829us/step - loss: 0.4341 - accuracy: 0.7952 Epoch 130/500 718/718 [==============================] - 1s 816us/step - loss: 0.4338 - accuracy: 0.7944 Epoch 131/500 718/718 [==============================] - 1s 808us/step - loss: 0.4334 - accuracy: 0.7954 Epoch 132/500 718/718 [==============================] - 1s 809us/step - loss: 0.4329 - accuracy: 0.7947 Epoch 133/500 718/718 [==============================] - 1s 812us/step - loss: 0.4331 - accuracy: 0.7951 Epoch 134/500 718/718 [==============================] - 1s 812us/step - loss: 0.4347 - accuracy: 0.7929 Epoch 135/500 718/718 [==============================] - 1s 981us/step - loss: 0.4329 - accuracy: 0.7964 Epoch 136/500 718/718 [==============================] - 1s 953us/step - loss: 0.4335 - accuracy: 0.7942 Epoch 137/500 718/718 [==============================] - 1s 886us/step - loss: 0.4335 - accuracy: 0.7949 Epoch 138/500 718/718 [==============================] - 1s 809us/step - loss: 0.4334 - accuracy: 0.7947 Epoch 139/500 718/718 [==============================] - 1s 900us/step - loss: 0.4339 - accuracy: 0.7940 Epoch 140/500 718/718 [==============================] - 1s 806us/step - loss: 0.4340 - accuracy: 0.7935 Epoch 141/500 718/718 [==============================] - 1s 834us/step - loss: 0.4337 - accuracy: 0.7930 Epoch 142/500 718/718 [==============================] - 1s 823us/step - loss: 0.4339 - accuracy: 0.7944 Epoch 143/500 718/718 [==============================] - 1s 810us/step - loss: 0.4330 - accuracy: 0.7940 Epoch 144/500 718/718 [==============================] - 1s 868us/step - loss: 0.4339 - accuracy: 0.7940 Epoch 145/500 718/718 [==============================] - 1s 803us/step - loss: 0.4338 - accuracy: 0.7902 Epoch 146/500 718/718 [==============================] - 1s 808us/step - loss: 0.4336 - accuracy: 0.7948 Epoch 147/500 718/718 [==============================] - 1s 819us/step - loss: 0.4339 - accuracy: 0.7945 Epoch 148/500 718/718 [==============================] - 1s 801us/step - loss: 0.4327 - accuracy: 0.7953 Epoch 149/500 718/718 [==============================] - 1s 812us/step - loss: 0.4323 - accuracy: 0.7963 Epoch 150/500 718/718 [==============================] - 1s 806us/step - loss: 0.4338 - accuracy: 0.7946 Epoch 151/500 718/718 [==============================] - 1s 808us/step - loss: 0.4334 - accuracy: 0.7948 Epoch 152/500 718/718 [==============================] - 1s 810us/step - loss: 0.4333 - accuracy: 0.7944 Epoch 153/500 718/718 [==============================] - 1s 826us/step - loss: 0.4332 - accuracy: 0.7944 Epoch 154/500 718/718 [==============================] - 1s 819us/step - loss: 0.4332 - accuracy: 0.7938 Epoch 155/500 718/718 [==============================] - 1s 801us/step - loss: 0.4339 - accuracy: 0.7929 Epoch 156/500 718/718 [==============================] - 1s 818us/step - loss: 0.4333 - accuracy: 0.7944 Epoch 157/500 718/718 [==============================] - 1s 807us/step - loss: 0.4336 - accuracy: 0.79540s - loss: 0.4351 - accu Epoch 158/500 718/718 [==============================] - 1s 823us/step - loss: 0.4326 - accuracy: 0.7947 Epoch 159/500 718/718 [==============================] - 1s 825us/step - loss: 0.4328 - accuracy: 0.7957 Epoch 160/500 718/718 [==============================] - 1s 800us/step - loss: 0.4334 - accuracy: 0.7947 Epoch 161/500 718/718 [==============================] - 1s 816us/step - loss: 0.4332 - accuracy: 0.7922 Epoch 162/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4334 - accuracy: 0.7945 Epoch 163/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7953 Epoch 164/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7942 Epoch 165/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4327 - accuracy: 0.7932 Epoch 166/500 718/718 [==============================] - 1s 949us/step - loss: 0.4324 - accuracy: 0.7934 Epoch 167/500 718/718 [==============================] - 1s 891us/step - loss: 0.4335 - accuracy: 0.7944 Epoch 168/500 718/718 [==============================] - 1s 868us/step - loss: 0.4329 - accuracy: 0.7931 Epoch 169/500 718/718 [==============================] - 1s 835us/step - loss: 0.4327 - accuracy: 0.7929 Epoch 170/500 718/718 [==============================] - 1s 896us/step - loss: 0.4336 - accuracy: 0.7922 Epoch 171/500 718/718 [==============================] - 1s 907us/step - loss: 0.4331 - accuracy: 0.7937 Epoch 172/500 718/718 [==============================] - 1s 895us/step - loss: 0.4329 - accuracy: 0.7959 Epoch 173/500 718/718 [==============================] - 1s 810us/step - loss: 0.4329 - accuracy: 0.7959 Epoch 174/500 718/718 [==============================] - 1s 802us/step - loss: 0.4327 - accuracy: 0.7955 Epoch 175/500 718/718 [==============================] - 1s 809us/step - loss: 0.4332 - accuracy: 0.7935 Epoch 176/500 718/718 [==============================] - 1s 831us/step - loss: 0.4330 - accuracy: 0.7937 Epoch 177/500 718/718 [==============================] - 1s 822us/step - loss: 0.4323 - accuracy: 0.7976 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7957 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4322 - accuracy: 0.7929 Epoch 180/500 718/718 [==============================] - 1s 878us/step - loss: 0.4336 - accuracy: 0.7935 Epoch 181/500 718/718 [==============================] - 1s 995us/step - loss: 0.4323 - accuracy: 0.79590s - loss: 0.4332 - accuracy Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.7947 Epoch 183/500 718/718 [==============================] - 1s 915us/step - loss: 0.4335 - accuracy: 0.7921 Epoch 184/500 718/718 [==============================] - 1s 917us/step - loss: 0.4322 - accuracy: 0.7941 Epoch 185/500 718/718 [==============================] - 1s 887us/step - loss: 0.4325 - accuracy: 0.7949 Epoch 186/500 718/718 [==============================] - 1s 958us/step - loss: 0.4318 - accuracy: 0.7969 Epoch 187/500 718/718 [==============================] - 1s 852us/step - loss: 0.4324 - accuracy: 0.7963 Epoch 188/500 718/718 [==============================] - 1s 803us/step - loss: 0.4324 - accuracy: 0.7944 Epoch 189/500 718/718 [==============================] - 1s 816us/step - loss: 0.4324 - accuracy: 0.7959 Epoch 190/500 718/718 [==============================] - 1s 822us/step - loss: 0.4331 - accuracy: 0.7931 Epoch 191/500 718/718 [==============================] - 1s 813us/step - loss: 0.4330 - accuracy: 0.7956 Epoch 192/500 718/718 [==============================] - 1s 816us/step - loss: 0.4325 - accuracy: 0.7933 Epoch 193/500 718/718 [==============================] - 1s 801us/step - loss: 0.4324 - accuracy: 0.7935 Epoch 194/500 718/718 [==============================] - 1s 811us/step - loss: 0.4326 - accuracy: 0.7941 Epoch 195/500 718/718 [==============================] - 1s 814us/step - loss: 0.4331 - accuracy: 0.7956 Epoch 196/500 718/718 [==============================] - 1s 802us/step - loss: 0.4326 - accuracy: 0.7942 Epoch 197/500 718/718 [==============================] - 1s 826us/step - loss: 0.4329 - accuracy: 0.7931 Epoch 198/500 718/718 [==============================] - 1s 813us/step - loss: 0.4316 - accuracy: 0.7950 Epoch 199/500 718/718 [==============================] - 1s 813us/step - loss: 0.4318 - accuracy: 0.7966 Epoch 200/500 718/718 [==============================] - 1s 811us/step - loss: 0.4316 - accuracy: 0.7927 Epoch 201/500 718/718 [==============================] - 1s 807us/step - loss: 0.4326 - accuracy: 0.7959 Epoch 202/500 718/718 [==============================] - 1s 813us/step - loss: 0.4328 - accuracy: 0.7944 Epoch 203/500 718/718 [==============================] - 1s 815us/step - loss: 0.4327 - accuracy: 0.7947 Epoch 204/500 718/718 [==============================] - 1s 830us/step - loss: 0.4322 - accuracy: 0.7942 Epoch 205/500 718/718 [==============================] - 1s 803us/step - loss: 0.4326 - accuracy: 0.7965 Epoch 206/500 718/718 [==============================] - 1s 873us/step - loss: 0.4328 - accuracy: 0.7941 Epoch 207/500 718/718 [==============================] - 1s 821us/step - loss: 0.4327 - accuracy: 0.7954 Epoch 208/500 718/718 [==============================] - 1s 800us/step - loss: 0.4319 - accuracy: 0.7948 Epoch 209/500 718/718 [==============================] - 1s 827us/step - loss: 0.4323 - accuracy: 0.7955 Epoch 210/500 718/718 [==============================] - 1s 799us/step - loss: 0.4323 - accuracy: 0.7969 Epoch 211/500 718/718 [==============================] - 1s 812us/step - loss: 0.4324 - accuracy: 0.7939 Epoch 212/500 718/718 [==============================] - 1s 836us/step - loss: 0.4320 - accuracy: 0.7959 Epoch 213/500 718/718 [==============================] - 1s 802us/step - loss: 0.4313 - accuracy: 0.7949 Epoch 214/500 718/718 [==============================] - 1s 816us/step - loss: 0.4326 - accuracy: 0.7952 Epoch 215/500 718/718 [==============================] - 1s 819us/step - loss: 0.4324 - accuracy: 0.79450s - loss: 0.4327 - accuracy: 0. Epoch 216/500 718/718 [==============================] - 1s 813us/step - loss: 0.4326 - accuracy: 0.7933 Epoch 217/500 718/718 [==============================] - 1s 802us/step - loss: 0.4319 - accuracy: 0.7929 Epoch 218/500 718/718 [==============================] - 1s 805us/step - loss: 0.4325 - accuracy: 0.7929 Epoch 219/500 718/718 [==============================] - 1s 882us/step - loss: 0.4321 - accuracy: 0.7936 Epoch 220/500 718/718 [==============================] - 1s 977us/step - loss: 0.4321 - accuracy: 0.7958 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4315 - accuracy: 0.7942 Epoch 222/500 718/718 [==============================] - 1s 886us/step - loss: 0.4312 - accuracy: 0.7973 Epoch 223/500 718/718 [==============================] - 1s 890us/step - loss: 0.4324 - accuracy: 0.7950 Epoch 224/500 718/718 [==============================] - 1s 831us/step - loss: 0.4322 - accuracy: 0.7942 Epoch 225/500 718/718 [==============================] - 1s 811us/step - loss: 0.4328 - accuracy: 0.7950 Epoch 226/500 718/718 [==============================] - 1s 808us/step - loss: 0.4326 - accuracy: 0.7965 Epoch 227/500 718/718 [==============================] - 1s 802us/step - loss: 0.4321 - accuracy: 0.7955 Epoch 228/500 718/718 [==============================] - 1s 800us/step - loss: 0.4311 - accuracy: 0.7956 Epoch 229/500 718/718 [==============================] - 1s 812us/step - loss: 0.4311 - accuracy: 0.7956 Epoch 230/500 718/718 [==============================] - 1s 819us/step - loss: 0.4324 - accuracy: 0.7942 Epoch 231/500 718/718 [==============================] - 1s 805us/step - loss: 0.4326 - accuracy: 0.7947 Epoch 232/500 718/718 [==============================] - 1s 810us/step - loss: 0.4324 - accuracy: 0.7925 Epoch 233/500 718/718 [==============================] - 1s 805us/step - loss: 0.4325 - accuracy: 0.7949 Epoch 234/500 718/718 [==============================] - 1s 804us/step - loss: 0.4320 - accuracy: 0.7977 Epoch 235/500 718/718 [==============================] - 1s 809us/step - loss: 0.4329 - accuracy: 0.7963 Epoch 236/500 718/718 [==============================] - 1s 805us/step - loss: 0.4319 - accuracy: 0.7967 Epoch 237/500 718/718 [==============================] - 1s 831us/step - loss: 0.4316 - accuracy: 0.7973 Epoch 238/500 718/718 [==============================] - 1s 806us/step - loss: 0.4316 - accuracy: 0.7940 Epoch 239/500 718/718 [==============================] - 1s 807us/step - loss: 0.4324 - accuracy: 0.7946 Epoch 240/500 718/718 [==============================] - 1s 812us/step - loss: 0.4329 - accuracy: 0.7968 Epoch 241/500 718/718 [==============================] - 1s 800us/step - loss: 0.4319 - accuracy: 0.7973 Epoch 242/500 718/718 [==============================] - 1s 807us/step - loss: 0.4316 - accuracy: 0.7963 Epoch 243/500 718/718 [==============================] - 1s 812us/step - loss: 0.4320 - accuracy: 0.7962 Epoch 244/500 718/718 [==============================] - 1s 803us/step - loss: 0.4318 - accuracy: 0.7946 Epoch 245/500 718/718 [==============================] - 1s 957us/step - loss: 0.4316 - accuracy: 0.7959 Epoch 246/500 718/718 [==============================] - 1s 818us/step - loss: 0.4325 - accuracy: 0.7950 Epoch 247/500 718/718 [==============================] - 1s 810us/step - loss: 0.4314 - accuracy: 0.7936 Epoch 248/500 718/718 [==============================] - 1s 804us/step - loss: 0.4319 - accuracy: 0.7963 Epoch 249/500 718/718 [==============================] - 1s 823us/step - loss: 0.4321 - accuracy: 0.7936 Epoch 250/500 718/718 [==============================] - 1s 798us/step - loss: 0.4320 - accuracy: 0.7964 Epoch 251/500 718/718 [==============================] - 1s 816us/step - loss: 0.4320 - accuracy: 0.7924 Epoch 252/500 718/718 [==============================] - 1s 814us/step - loss: 0.4318 - accuracy: 0.7971 Epoch 253/500 718/718 [==============================] - 1s 798us/step - loss: 0.4324 - accuracy: 0.7971 Epoch 254/500 718/718 [==============================] - 1s 817us/step - loss: 0.4321 - accuracy: 0.7936 Epoch 255/500 718/718 [==============================] - 1s 813us/step - loss: 0.4320 - accuracy: 0.7947 Epoch 256/500 718/718 [==============================] - 1s 841us/step - loss: 0.4314 - accuracy: 0.7969 Epoch 257/500 718/718 [==============================] - 1s 811us/step - loss: 0.4317 - accuracy: 0.7957 Epoch 258/500 718/718 [==============================] - 1s 798us/step - loss: 0.4313 - accuracy: 0.7954 Epoch 259/500 718/718 [==============================] - 1s 819us/step - loss: 0.4315 - accuracy: 0.7961 Epoch 260/500 718/718 [==============================] - 1s 799us/step - loss: 0.4311 - accuracy: 0.7952 Epoch 261/500 718/718 [==============================] - 1s 806us/step - loss: 0.4314 - accuracy: 0.7975 Epoch 262/500 718/718 [==============================] - 1s 806us/step - loss: 0.4319 - accuracy: 0.7969 Epoch 263/500 718/718 [==============================] - 1s 804us/step - loss: 0.4306 - accuracy: 0.7967 Epoch 264/500 718/718 [==============================] - 1s 817us/step - loss: 0.4316 - accuracy: 0.7961 Epoch 265/500 718/718 [==============================] - 1s 820us/step - loss: 0.4314 - accuracy: 0.7979 Epoch 266/500 718/718 [==============================] - 1s 819us/step - loss: 0.4320 - accuracy: 0.7969 Epoch 267/500 718/718 [==============================] - 1s 798us/step - loss: 0.4318 - accuracy: 0.7965 Epoch 268/500 718/718 [==============================] - 1s 816us/step - loss: 0.4322 - accuracy: 0.7950 Epoch 269/500 718/718 [==============================] - 1s 829us/step - loss: 0.4305 - accuracy: 0.7980 Epoch 270/500 718/718 [==============================] - 1s 795us/step - loss: 0.4314 - accuracy: 0.7956 Epoch 271/500 718/718 [==============================] - 1s 830us/step - loss: 0.4319 - accuracy: 0.7951 Epoch 272/500 718/718 [==============================] - 1s 801us/step - loss: 0.4312 - accuracy: 0.7969 Epoch 273/500 718/718 [==============================] - 1s 803us/step - loss: 0.4323 - accuracy: 0.7950 Epoch 274/500 718/718 [==============================] - 1s 815us/step - loss: 0.4311 - accuracy: 0.7973 Epoch 275/500 718/718 [==============================] - 1s 874us/step - loss: 0.4312 - accuracy: 0.7961 Epoch 276/500 718/718 [==============================] - 1s 804us/step - loss: 0.4312 - accuracy: 0.7949 Epoch 277/500 718/718 [==============================] - 1s 827us/step - loss: 0.4311 - accuracy: 0.7952 Epoch 278/500 718/718 [==============================] - 1s 810us/step - loss: 0.4311 - accuracy: 0.7957 Epoch 279/500 718/718 [==============================] - 1s 796us/step - loss: 0.4317 - accuracy: 0.7969 Epoch 280/500 718/718 [==============================] - 1s 810us/step - loss: 0.4321 - accuracy: 0.7976 Epoch 281/500 718/718 [==============================] - 1s 794us/step - loss: 0.4314 - accuracy: 0.7975 Epoch 282/500 718/718 [==============================] - 1s 791us/step - loss: 0.4313 - accuracy: 0.7984 Epoch 283/500 718/718 [==============================] - 1s 808us/step - loss: 0.4317 - accuracy: 0.7971 Epoch 284/500 718/718 [==============================] - 1s 792us/step - loss: 0.4315 - accuracy: 0.7941 Epoch 285/500 718/718 [==============================] - 1s 807us/step - loss: 0.4316 - accuracy: 0.7964 Epoch 286/500 718/718 [==============================] - 1s 798us/step - loss: 0.4322 - accuracy: 0.7952 Epoch 287/500 718/718 [==============================] - 1s 793us/step - loss: 0.4310 - accuracy: 0.7967 Epoch 288/500 718/718 [==============================] - 1s 809us/step - loss: 0.4316 - accuracy: 0.7959 Epoch 289/500 718/718 [==============================] - 1s 804us/step - loss: 0.4319 - accuracy: 0.7963 Epoch 290/500 718/718 [==============================] - 1s 811us/step - loss: 0.4318 - accuracy: 0.7949 Epoch 291/500 718/718 [==============================] - 1s 794us/step - loss: 0.4312 - accuracy: 0.7933 Epoch 292/500 718/718 [==============================] - 1s 802us/step - loss: 0.4318 - accuracy: 0.7955 Epoch 293/500 718/718 [==============================] - 1s 834us/step - loss: 0.4314 - accuracy: 0.7941 Epoch 294/500 718/718 [==============================] - 1s 803us/step - loss: 0.4313 - accuracy: 0.7962 Epoch 295/500 718/718 [==============================] - 1s 808us/step - loss: 0.4317 - accuracy: 0.7981 Epoch 296/500 718/718 [==============================] - 1s 800us/step - loss: 0.4315 - accuracy: 0.7947 Epoch 297/500 718/718 [==============================] - 1s 817us/step - loss: 0.4318 - accuracy: 0.7942 Epoch 298/500 718/718 [==============================] - 1s 804us/step - loss: 0.4311 - accuracy: 0.7947 Epoch 299/500 718/718 [==============================] - 1s 815us/step - loss: 0.4316 - accuracy: 0.7936 Epoch 300/500 718/718 [==============================] - 1s 814us/step - loss: 0.4313 - accuracy: 0.7957 Epoch 301/500 718/718 [==============================] - 1s 803us/step - loss: 0.4318 - accuracy: 0.7972 Epoch 302/500 718/718 [==============================] - 1s 803us/step - loss: 0.4301 - accuracy: 0.7950 Epoch 303/500 718/718 [==============================] - 1s 802us/step - loss: 0.4313 - accuracy: 0.7938 Epoch 304/500 718/718 [==============================] - 1s 820us/step - loss: 0.4316 - accuracy: 0.7947 Epoch 305/500 718/718 [==============================] - 1s 873us/step - loss: 0.4314 - accuracy: 0.7960 Epoch 306/500 718/718 [==============================] - 1s 814us/step - loss: 0.4313 - accuracy: 0.7957 Epoch 307/500 718/718 [==============================] - 1s 837us/step - loss: 0.4312 - accuracy: 0.7960 Epoch 308/500 718/718 [==============================] - 1s 803us/step - loss: 0.4316 - accuracy: 0.79510s - loss: 0.4322 - accuracy: 0.79 Epoch 309/500 718/718 [==============================] - 1s 812us/step - loss: 0.4313 - accuracy: 0.7983 Epoch 310/500 718/718 [==============================] - 1s 816us/step - loss: 0.4316 - accuracy: 0.7961 Epoch 311/500 718/718 [==============================] - 1s 800us/step - loss: 0.4312 - accuracy: 0.7952 Epoch 312/500 718/718 [==============================] - 1s 821us/step - loss: 0.4315 - accuracy: 0.7942 Epoch 313/500 718/718 [==============================] - 1s 881us/step - loss: 0.4313 - accuracy: 0.7956 Epoch 314/500 718/718 [==============================] - 1s 901us/step - loss: 0.4305 - accuracy: 0.7983 Epoch 315/500 718/718 [==============================] - 1s 829us/step - loss: 0.4312 - accuracy: 0.7948 Epoch 316/500 718/718 [==============================] - 1s 818us/step - loss: 0.4309 - accuracy: 0.7952 Epoch 317/500 718/718 [==============================] - 1s 820us/step - loss: 0.4309 - accuracy: 0.7967 Epoch 318/500 718/718 [==============================] - 1s 811us/step - loss: 0.4316 - accuracy: 0.7943 Epoch 319/500 718/718 [==============================] - 1s 816us/step - loss: 0.4307 - accuracy: 0.7932 Epoch 320/500 718/718 [==============================] - 1s 819us/step - loss: 0.4315 - accuracy: 0.7949 Epoch 321/500 718/718 [==============================] - 1s 810us/step - loss: 0.4314 - accuracy: 0.7949 Epoch 322/500 718/718 [==============================] - 1s 819us/step - loss: 0.4312 - accuracy: 0.7965 Epoch 323/500 718/718 [==============================] - 1s 816us/step - loss: 0.4313 - accuracy: 0.7953 Epoch 324/500 718/718 [==============================] - 1s 816us/step - loss: 0.4303 - accuracy: 0.7956 Epoch 325/500 718/718 [==============================] - 1s 807us/step - loss: 0.4310 - accuracy: 0.7970 Epoch 326/500 718/718 [==============================] - 1s 814us/step - loss: 0.4319 - accuracy: 0.7961 Epoch 327/500 718/718 [==============================] - 1s 812us/step - loss: 0.4301 - accuracy: 0.7972 Epoch 328/500 718/718 [==============================] - 1s 836us/step - loss: 0.4313 - accuracy: 0.7971 Epoch 329/500 718/718 [==============================] - 1s 813us/step - loss: 0.4309 - accuracy: 0.7973 Epoch 330/500 718/718 [==============================] - 1s 811us/step - loss: 0.4311 - accuracy: 0.7942 Epoch 331/500 718/718 [==============================] - 1s 834us/step - loss: 0.4313 - accuracy: 0.7929 Epoch 332/500 718/718 [==============================] - 1s 821us/step - loss: 0.4312 - accuracy: 0.7944 Epoch 333/500 718/718 [==============================] - 1s 801us/step - loss: 0.4316 - accuracy: 0.7981 Epoch 334/500 718/718 [==============================] - 1s 816us/step - loss: 0.4309 - accuracy: 0.7975 Epoch 335/500 718/718 [==============================] - 1s 802us/step - loss: 0.4308 - accuracy: 0.7956 Epoch 336/500 718/718 [==============================] - 1s 819us/step - loss: 0.4309 - accuracy: 0.7952 Epoch 337/500 718/718 [==============================] - 1s 825us/step - loss: 0.4306 - accuracy: 0.7950 Epoch 338/500 718/718 [==============================] - 1s 799us/step - loss: 0.4315 - accuracy: 0.7985 Epoch 339/500 718/718 [==============================] - 1s 825us/step - loss: 0.4312 - accuracy: 0.7944 Epoch 340/500 718/718 [==============================] - 1s 822us/step - loss: 0.4305 - accuracy: 0.7973 Epoch 341/500 718/718 [==============================] - 1s 808us/step - loss: 0.4307 - accuracy: 0.7976 Epoch 342/500 718/718 [==============================] - 1s 803us/step - loss: 0.4314 - accuracy: 0.79560s - loss: 0.4317 - accuracy: 0.79 Epoch 343/500 718/718 [==============================] - 1s 840us/step - loss: 0.4311 - accuracy: 0.7947 Epoch 344/500 718/718 [==============================] - 1s 816us/step - loss: 0.4311 - accuracy: 0.7942 Epoch 345/500 718/718 [==============================] - 1s 812us/step - loss: 0.4312 - accuracy: 0.7968 Epoch 346/500 718/718 [==============================] - 1s 815us/step - loss: 0.4315 - accuracy: 0.7967 Epoch 347/500 718/718 [==============================] - 1s 805us/step - loss: 0.4312 - accuracy: 0.7943 Epoch 348/500 718/718 [==============================] - 1s 817us/step - loss: 0.4312 - accuracy: 0.7945 Epoch 349/500 718/718 [==============================] - 1s 816us/step - loss: 0.4305 - accuracy: 0.7929 Epoch 350/500 718/718 [==============================] - 1s 804us/step - loss: 0.4313 - accuracy: 0.7948 Epoch 351/500 718/718 [==============================] - 1s 827us/step - loss: 0.4311 - accuracy: 0.7949 Epoch 352/500 718/718 [==============================] - 1s 805us/step - loss: 0.4307 - accuracy: 0.7947 Epoch 353/500 718/718 [==============================] - 1s 813us/step - loss: 0.4310 - accuracy: 0.7947 Epoch 354/500 718/718 [==============================] - 1s 806us/step - loss: 0.4312 - accuracy: 0.7957 Epoch 355/500 718/718 [==============================] - 1s 807us/step - loss: 0.4311 - accuracy: 0.7969 Epoch 356/500 718/718 [==============================] - 1s 820us/step - loss: 0.4307 - accuracy: 0.7945 Epoch 357/500 718/718 [==============================] - 1s 817us/step - loss: 0.4312 - accuracy: 0.7950 Epoch 358/500 718/718 [==============================] - 1s 819us/step - loss: 0.4306 - accuracy: 0.7963 Epoch 359/500 718/718 [==============================] - 1s 803us/step - loss: 0.4312 - accuracy: 0.7963 Epoch 360/500 718/718 [==============================] - 1s 831us/step - loss: 0.4310 - accuracy: 0.7970 Epoch 361/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7967 Epoch 362/500 718/718 [==============================] - 1s 989us/step - loss: 0.4308 - accuracy: 0.7950 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7966 Epoch 364/500 718/718 [==============================] - 1s 963us/step - loss: 0.4312 - accuracy: 0.7977 Epoch 365/500 718/718 [==============================] - 1s 979us/step - loss: 0.4303 - accuracy: 0.7936 Epoch 366/500 718/718 [==============================] - 1s 834us/step - loss: 0.4310 - accuracy: 0.7959 Epoch 367/500 718/718 [==============================] - 1s 891us/step - loss: 0.4310 - accuracy: 0.7967 Epoch 368/500 718/718 [==============================] - 1s 810us/step - loss: 0.4309 - accuracy: 0.7963 Epoch 369/500 718/718 [==============================] - 1s 871us/step - loss: 0.4310 - accuracy: 0.7952 Epoch 370/500 718/718 [==============================] - 1s 906us/step - loss: 0.4307 - accuracy: 0.79610s - loss: 0.4386 - accu Epoch 371/500 718/718 [==============================] - 1s 873us/step - loss: 0.4312 - accuracy: 0.7958 Epoch 372/500 718/718 [==============================] - 1s 812us/step - loss: 0.4313 - accuracy: 0.7950 Epoch 373/500 718/718 [==============================] - 1s 796us/step - loss: 0.4311 - accuracy: 0.7957 Epoch 374/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7985 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7966 Epoch 376/500 718/718 [==============================] - 1s 812us/step - loss: 0.4304 - accuracy: 0.7973 Epoch 377/500 718/718 [==============================] - 1s 834us/step - loss: 0.4309 - accuracy: 0.7947 Epoch 378/500 718/718 [==============================] - 1s 905us/step - loss: 0.4306 - accuracy: 0.7966 Epoch 379/500 718/718 [==============================] - 1s 829us/step - loss: 0.4314 - accuracy: 0.7947 Epoch 380/500 718/718 [==============================] - 1s 808us/step - loss: 0.4312 - accuracy: 0.7970 Epoch 381/500 718/718 [==============================] - 1s 796us/step - loss: 0.4305 - accuracy: 0.7972 Epoch 382/500 718/718 [==============================] - 1s 822us/step - loss: 0.4306 - accuracy: 0.7985 Epoch 383/500 718/718 [==============================] - 1s 813us/step - loss: 0.4298 - accuracy: 0.7982 Epoch 384/500 718/718 [==============================] - 1s 802us/step - loss: 0.4313 - accuracy: 0.7916 Epoch 385/500 718/718 [==============================] - 1s 805us/step - loss: 0.4302 - accuracy: 0.7948 Epoch 386/500 718/718 [==============================] - 1s 806us/step - loss: 0.4306 - accuracy: 0.7958 Epoch 387/500 718/718 [==============================] - 1s 836us/step - loss: 0.4310 - accuracy: 0.7957 Epoch 388/500 718/718 [==============================] - 1s 804us/step - loss: 0.4311 - accuracy: 0.7965 Epoch 389/500 718/718 [==============================] - 1s 824us/step - loss: 0.4307 - accuracy: 0.7969 Epoch 390/500 718/718 [==============================] - 1s 793us/step - loss: 0.4311 - accuracy: 0.7953 Epoch 391/500 718/718 [==============================] - 1s 802us/step - loss: 0.4306 - accuracy: 0.7963 Epoch 392/500 718/718 [==============================] - 1s 818us/step - loss: 0.4311 - accuracy: 0.7963 Epoch 393/500 718/718 [==============================] - 1s 794us/step - loss: 0.4309 - accuracy: 0.7964 Epoch 394/500 718/718 [==============================] - 1s 807us/step - loss: 0.4309 - accuracy: 0.7940 Epoch 395/500 718/718 [==============================] - 1s 793us/step - loss: 0.4303 - accuracy: 0.7941 Epoch 396/500 718/718 [==============================] - 1s 804us/step - loss: 0.4310 - accuracy: 0.7945 Epoch 397/500 718/718 [==============================] - 1s 808us/step - loss: 0.4308 - accuracy: 0.7969 Epoch 398/500 718/718 [==============================] - 1s 791us/step - loss: 0.4308 - accuracy: 0.7955 Epoch 399/500 718/718 [==============================] - 1s 817us/step - loss: 0.4311 - accuracy: 0.7958 Epoch 400/500 718/718 [==============================] - 1s 799us/step - loss: 0.4300 - accuracy: 0.7975 Epoch 401/500 718/718 [==============================] - 1s 807us/step - loss: 0.4311 - accuracy: 0.7975 Epoch 402/500 718/718 [==============================] - 1s 803us/step - loss: 0.4307 - accuracy: 0.7942 Epoch 403/500 718/718 [==============================] - 1s 805us/step - loss: 0.4311 - accuracy: 0.7948 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7953 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7980 Epoch 406/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4299 - accuracy: 0.7959 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7926 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7971 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7972 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7986 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7972: 0s - loss: 0.4408 Epoch 412/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7971 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7987 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7959: 0s - loss: 0.4305 - ac Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7939 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7987 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7966 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7986 Epoch 419/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7970 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7961: 0s - loss: 0.4351 - accuracy: 0.79 - ETA: 0s - loss: Epoch 421/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7940 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7969 Epoch 423/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4303 - accuracy: 0.7961 Epoch 424/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7956 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7966 Epoch 426/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7969: 0s - loss: 0.4277 - accuracy: 0.79 - ETA: 0s - loss: 0.4282 - Epoch 427/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7984 Epoch 428/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4309 - accuracy: 0.7949 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7962 Epoch 430/500 718/718 [==============================] - 1s 820us/step - loss: 0.4309 - accuracy: 0.7956 Epoch 431/500 718/718 [==============================] - 1s 851us/step - loss: 0.4306 - accuracy: 0.7956 Epoch 432/500 718/718 [==============================] - 1s 806us/step - loss: 0.4300 - accuracy: 0.7946 Epoch 433/500 718/718 [==============================] - 1s 844us/step - loss: 0.4301 - accuracy: 0.7962 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4303 - accuracy: 0.7962 Epoch 435/500 718/718 [==============================] - 1s 967us/step - loss: 0.4305 - accuracy: 0.79630s - loss: 0.4388 Epoch 436/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7955 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4302 - accuracy: 0.7966 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7969 Epoch 439/500 718/718 [==============================] - 1s 802us/step - loss: 0.4310 - accuracy: 0.7966 Epoch 440/500 718/718 [==============================] - 1s 825us/step - loss: 0.4296 - accuracy: 0.7983 Epoch 441/500 718/718 [==============================] - 1s 800us/step - loss: 0.4304 - accuracy: 0.7951 Epoch 442/500 718/718 [==============================] - 1s 812us/step - loss: 0.4307 - accuracy: 0.7969 Epoch 443/500 718/718 [==============================] - 1s 903us/step - loss: 0.4305 - accuracy: 0.7972 Epoch 444/500 718/718 [==============================] - 1s 797us/step - loss: 0.4302 - accuracy: 0.7957 Epoch 445/500 718/718 [==============================] - 1s 821us/step - loss: 0.4298 - accuracy: 0.7981 Epoch 446/500 718/718 [==============================] - 1s 798us/step - loss: 0.4302 - accuracy: 0.7942 Epoch 447/500 718/718 [==============================] - 1s 807us/step - loss: 0.4305 - accuracy: 0.7969 Epoch 448/500 718/718 [==============================] - 1s 817us/step - loss: 0.4302 - accuracy: 0.7968 Epoch 449/500 718/718 [==============================] - 1s 794us/step - loss: 0.4299 - accuracy: 0.7973 Epoch 450/500 718/718 [==============================] - 1s 806us/step - loss: 0.4299 - accuracy: 0.7959 Epoch 451/500 718/718 [==============================] - 1s 828us/step - loss: 0.4308 - accuracy: 0.7954 Epoch 452/500 718/718 [==============================] - 1s 836us/step - loss: 0.4301 - accuracy: 0.7976 Epoch 453/500 718/718 [==============================] - 1s 797us/step - loss: 0.4304 - accuracy: 0.7973 Epoch 454/500 718/718 [==============================] - 1s 824us/step - loss: 0.4304 - accuracy: 0.7964 Epoch 455/500 718/718 [==============================] - 1s 814us/step - loss: 0.4302 - accuracy: 0.7961 Epoch 456/500 718/718 [==============================] - 1s 797us/step - loss: 0.4299 - accuracy: 0.7958 Epoch 457/500 718/718 [==============================] - 1s 807us/step - loss: 0.4303 - accuracy: 0.7970 Epoch 458/500 718/718 [==============================] - 1s 799us/step - loss: 0.4304 - accuracy: 0.7978 Epoch 459/500 718/718 [==============================] - 1s 816us/step - loss: 0.4297 - accuracy: 0.7942 Epoch 460/500 718/718 [==============================] - 1s 822us/step - loss: 0.4304 - accuracy: 0.7979 Epoch 461/500 718/718 [==============================] - 1s 791us/step - loss: 0.4302 - accuracy: 0.7989 Epoch 462/500 718/718 [==============================] - 1s 840us/step - loss: 0.4301 - accuracy: 0.7968 Epoch 463/500 718/718 [==============================] - 1s 961us/step - loss: 0.4293 - accuracy: 0.7958 Epoch 464/500 718/718 [==============================] - 1s 796us/step - loss: 0.4301 - accuracy: 0.7976 Epoch 465/500 718/718 [==============================] - 1s 816us/step - loss: 0.4304 - accuracy: 0.7948 Epoch 466/500 718/718 [==============================] - 1s 802us/step - loss: 0.4305 - accuracy: 0.7959 Epoch 467/500 718/718 [==============================] - 1s 806us/step - loss: 0.4299 - accuracy: 0.7983 Epoch 468/500 718/718 [==============================] - 1s 798us/step - loss: 0.4302 - accuracy: 0.7972 Epoch 469/500 718/718 [==============================] - 1s 806us/step - loss: 0.4303 - accuracy: 0.7971 Epoch 470/500 718/718 [==============================] - 1s 806us/step - loss: 0.4301 - accuracy: 0.7959 Epoch 471/500 718/718 [==============================] - 1s 847us/step - loss: 0.4305 - accuracy: 0.7960 Epoch 472/500 718/718 [==============================] - 1s 801us/step - loss: 0.4301 - accuracy: 0.7967 Epoch 473/500 718/718 [==============================] - 1s 803us/step - loss: 0.4301 - accuracy: 0.7957 Epoch 474/500 718/718 [==============================] - 1s 832us/step - loss: 0.4300 - accuracy: 0.7946 Epoch 475/500 718/718 [==============================] - 1s 794us/step - loss: 0.4303 - accuracy: 0.7959 Epoch 476/500 718/718 [==============================] - 1s 804us/step - loss: 0.4295 - accuracy: 0.7975 Epoch 477/500 718/718 [==============================] - 1s 808us/step - loss: 0.4304 - accuracy: 0.7988 Epoch 478/500 718/718 [==============================] - 1s 793us/step - loss: 0.4298 - accuracy: 0.7967 Epoch 479/500 718/718 [==============================] - 1s 816us/step - loss: 0.4303 - accuracy: 0.79710s - loss: 0.4303 - ac Epoch 480/500 718/718 [==============================] - 1s 802us/step - loss: 0.4297 - accuracy: 0.7971 Epoch 481/500 718/718 [==============================] - 1s 817us/step - loss: 0.4300 - accuracy: 0.7974 Epoch 482/500 718/718 [==============================] - 1s 806us/step - loss: 0.4301 - accuracy: 0.7973 Epoch 483/500 718/718 [==============================] - 1s 798us/step - loss: 0.4303 - accuracy: 0.7979 Epoch 484/500 718/718 [==============================] - 1s 807us/step - loss: 0.4303 - accuracy: 0.7978 Epoch 485/500 718/718 [==============================] - 1s 812us/step - loss: 0.4299 - accuracy: 0.7955 Epoch 486/500 718/718 [==============================] - 1s 910us/step - loss: 0.4299 - accuracy: 0.7964 Epoch 487/500 718/718 [==============================] - 1s 960us/step - loss: 0.4296 - accuracy: 0.7979 Epoch 488/500 718/718 [==============================] - 1s 872us/step - loss: 0.4295 - accuracy: 0.7974 Epoch 489/500 718/718 [==============================] - 1s 829us/step - loss: 0.4297 - accuracy: 0.7950 Epoch 490/500 718/718 [==============================] - 1s 807us/step - loss: 0.4304 - accuracy: 0.7967 Epoch 491/500 718/718 [==============================] - 1s 835us/step - loss: 0.4298 - accuracy: 0.7980 Epoch 492/500 718/718 [==============================] - 1s 818us/step - loss: 0.4298 - accuracy: 0.7968 Epoch 493/500 718/718 [==============================] - 1s 874us/step - loss: 0.4299 - accuracy: 0.7980 Epoch 494/500 718/718 [==============================] - 1s 808us/step - loss: 0.4297 - accuracy: 0.7972 Epoch 495/500 718/718 [==============================] - 1s 866us/step - loss: 0.4303 - accuracy: 0.7957 Epoch 496/500 718/718 [==============================] - 1s 808us/step - loss: 0.4299 - accuracy: 0.7963 Epoch 497/500 718/718 [==============================] - 1s 802us/step - loss: 0.4301 - accuracy: 0.7982 Epoch 498/500 718/718 [==============================] - 1s 801us/step - loss: 0.4300 - accuracy: 0.7980 Epoch 499/500 718/718 [==============================] - 1s 799us/step - loss: 0.4294 - accuracy: 0.7970 Epoch 500/500 718/718 [==============================] - 1s 793us/step - loss: 0.4298 - accuracy: 0.7965 Epoch 1/500 718/718 [==============================] - 1s 877us/step - loss: 0.6886 - accuracy: 0.5555 Epoch 2/500 718/718 [==============================] - 1s 830us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 798us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 854us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 828us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 833us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 828us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 830us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 829us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 877us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 836us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 23/500 718/718 [==============================] - 1s 824us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 24/500 718/718 [==============================] - 1s 949us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 25/500 718/718 [==============================] - 1s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 26/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 27/500 718/718 [==============================] - 1s 917us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 28/500 718/718 [==============================] - 1s 856us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 29/500 718/718 [==============================] - 1s 830us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 30/500 718/718 [==============================] - 1s 842us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 31/500 718/718 [==============================] - 1s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 32/500 718/718 [==============================] - 1s 845us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 33/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 34/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 35/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 36/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 37/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 38/500 718/718 [==============================] - 1s 839us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 39/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 40/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 43/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6871 - accuracy: 0.55 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 52/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 53/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 54/500 718/718 [==============================] - 1s 943us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 55/500 718/718 [==============================] - 1s 987us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 57/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 58/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 59/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 60/500 718/718 [==============================] - 1s 986us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 61/500 718/718 [==============================] - 1s 857us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 62/500 718/718 [==============================] - 1s 837us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 63/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 64/500 718/718 [==============================] - 1s 824us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 65/500 718/718 [==============================] - 1s 854us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 66/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 67/500 718/718 [==============================] - 1s 854us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 68/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 69/500 718/718 [==============================] - 1s 834us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 70/500 718/718 [==============================] - 1s 838us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 71/500 718/718 [==============================] - 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1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 82/500 718/718 [==============================] - 1s 957us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 83/500 718/718 [==============================] - 1s 898us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 84/500 718/718 [==============================] - 1s 836us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 91/500 718/718 [==============================] - 1s 971us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 94/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 95/500 718/718 [==============================] - 1s 942us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 97/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6875 - ac Epoch 98/500 718/718 [==============================] - 1s 964us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 99/500 718/718 [==============================] - 1s 869us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 100/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 102/500 718/718 [==============================] - 1s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 103/500 718/718 [==============================] - 1s 989us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6872 - accura Epoch 104/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 105/500 718/718 [==============================] - 1s 992us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 106/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 108/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 109/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 111/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 112/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 113/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 116/500 718/718 [==============================] - 1s 928us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 117/500 718/718 [==============================] - 1s 832us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 118/500 718/718 [==============================] - 1s 843us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 119/500 718/718 [==============================] - 1s 898us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 120/500 718/718 [==============================] - 1s 861us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 121/500 718/718 [==============================] - 1s 944us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 122/500 718/718 [==============================] - 1s 918us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 123/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 124/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 125/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 126/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 127/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 128/500 718/718 [==============================] - 1s 895us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 130/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 131/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 132/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 133/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 134/500 718/718 [==============================] - 1s 833us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 135/500 718/718 [==============================] - 1s 841us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 136/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 137/500 718/718 [==============================] - 1s 856us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 138/500 718/718 [==============================] - 1s 869us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 139/500 718/718 [==============================] - 1s 879us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 140/500 718/718 [==============================] - 1s 856us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 141/500 718/718 [==============================] - 1s 886us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 143/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6872 - accuracy: 0. Epoch 144/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 145/500 718/718 [==============================] - 1s 864us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 146/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 147/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 148/500 718/718 [==============================] - 1s 812us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 149/500 718/718 [==============================] - 1s 890us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 150/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 151/500 718/718 [==============================] - 1s 834us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 152/500 718/718 [==============================] - 1s 812us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 153/500 718/718 [==============================] - 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1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 164/500 718/718 [==============================] - 1s 833us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 165/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 166/500 718/718 [==============================] - 1s 971us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 167/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 168/500 718/718 [==============================] - 1s 873us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 169/500 718/718 [==============================] - 1s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 170/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6861 - ac Epoch 172/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6868 - accu Epoch 180/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6874 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6 Epoch 188/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 189/500 718/718 [==============================] - 1s 991us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 191/500 718/718 [==============================] - 2s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 194/500 718/718 [==============================] - 1s 973us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 195/500 718/718 [==============================] - 1s 922us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 197/500 718/718 [==============================] - 1s 930us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 198/500 718/718 [==============================] - 1s 855us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 199/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 200/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 201/500 718/718 [==============================] - 1s 879us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 202/500 718/718 [==============================] - 1s 906us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6870 - Epoch 203/500 718/718 [==============================] - 1s 872us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 204/500 718/718 [==============================] - 1s 997us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 205/500 718/718 [==============================] - 1s 875us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 207/500 718/718 [==============================] - 1s 812us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 208/500 718/718 [==============================] - 1s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 209/500 718/718 [==============================] - 1s 872us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 210/500 718/718 [==============================] - 1s 862us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 211/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 212/500 718/718 [==============================] - 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1s 796us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 233/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 234/500 718/718 [==============================] - 1s 798us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 235/500 718/718 [==============================] - 1s 828us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 236/500 718/718 [==============================] - 1s 892us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 237/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 238/500 718/718 [==============================] - 1s 812us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 239/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 240/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 241/500 718/718 [==============================] - 1s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 242/500 718/718 [==============================] - 1s 792us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 243/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 244/500 718/718 [==============================] - 1s 892us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 245/500 718/718 [==============================] - 1s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 246/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 247/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 248/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 249/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 250/500 718/718 [==============================] - 1s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 251/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 252/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 253/500 718/718 [==============================] - 1s 824us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 254/500 718/718 [==============================] - 1s 792us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 255/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 256/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 257/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 258/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 259/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 260/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 261/500 718/718 [==============================] - 1s 797us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 262/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6875 - accuracy Epoch 263/500 718/718 [==============================] - 1s 792us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 264/500 718/718 [==============================] - 1s 847us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 265/500 718/718 [==============================] - 1s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 266/500 718/718 [==============================] - 1s 791us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 267/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 268/500 718/718 [==============================] - 1s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 269/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 270/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 271/500 718/718 [==============================] - 1s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 272/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 273/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 274/500 718/718 [==============================] - 1s 842us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 275/500 718/718 [==============================] - 1s 896us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 276/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 277/500 718/718 [==============================] - 1s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 278/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 279/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 280/500 718/718 [==============================] - 1s 797us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 281/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 282/500 718/718 [==============================] - 1s 820us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 283/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 284/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 285/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 286/500 718/718 [==============================] - 1s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 287/500 718/718 [==============================] - 1s 793us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 288/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 289/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 290/500 718/718 [==============================] - 1s 790us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 291/500 718/718 [==============================] - 1s 930us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 292/500 718/718 [==============================] - 1s 857us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 293/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 294/500 718/718 [==============================] - 1s 877us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 295/500 718/718 [==============================] - 1s 864us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 296/500 718/718 [==============================] - 1s 871us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 297/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 298/500 718/718 [==============================] - 1s 795us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 299/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 300/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 301/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 302/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 303/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 304/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 305/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 306/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 307/500 718/718 [==============================] - 1s 808us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6881 - ac Epoch 308/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 309/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 310/500 718/718 [==============================] - 1s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 311/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 312/500 718/718 [==============================] - 1s 796us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 313/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 314/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 315/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 317/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 318/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 319/500 718/718 [==============================] - 1s 808us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 320/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 321/500 718/718 [==============================] - 1s 808us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 322/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 323/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 324/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 325/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 326/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 327/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 328/500 718/718 [==============================] - 1s 808us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 329/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 330/500 718/718 [==============================] - 1s 813us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 331/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 332/500 718/718 [==============================] - 1s 797us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 333/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 334/500 718/718 [==============================] - 1s 797us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 335/500 718/718 [==============================] - 1s 813us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 336/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 337/500 718/718 [==============================] - 1s 827us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 338/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 339/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 340/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 341/500 718/718 [==============================] - 1s 965us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 342/500 718/718 [==============================] - 1s 794us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 343/500 718/718 [==============================] - 1s 836us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 344/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 345/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 346/500 718/718 [==============================] - 1s 795us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 347/500 718/718 [==============================] - 1s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 348/500 718/718 [==============================] - 1s 830us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 349/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 350/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 351/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 352/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 353/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 354/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 355/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 356/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 357/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 358/500 718/718 [==============================] - 1s 800us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 359/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 360/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 361/500 718/718 [==============================] - 1s 797us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 362/500 718/718 [==============================] - 1s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 363/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 364/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 365/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 366/500 718/718 [==============================] - 1s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 367/500 718/718 [==============================] - 1s 812us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 368/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 369/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 370/500 718/718 [==============================] - 1s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 371/500 718/718 [==============================] - 1s 832us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 372/500 718/718 [==============================] - 1s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 373/500 718/718 [==============================] - 1s 796us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 374/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 375/500 718/718 [==============================] - 1s 796us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6868 - ac Epoch 376/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 377/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 378/500 718/718 [==============================] - 1s 802us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 379/500 718/718 [==============================] - 1s 872us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 380/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6871 - accuracy Epoch 381/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 382/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 383/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6854 - accu Epoch 384/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 385/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 386/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 387/500 718/718 [==============================] - 1s 794us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 388/500 718/718 [==============================] - 1s 835us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 389/500 718/718 [==============================] - 1s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 390/500 718/718 [==============================] - 1s 798us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 391/500 718/718 [==============================] - 1s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 1s - los Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 396/500 718/718 [==============================] - 1s 965us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 397/500 718/718 [==============================] - 1s 904us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 398/500 718/718 [==============================] - 1s 870us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 400/500 718/718 [==============================] - 1s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 401/500 718/718 [==============================] - 1s 859us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 403/500 718/718 [==============================] - 1s 901us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 404/500 718/718 [==============================] - 1s 871us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 407/500 718/718 [==============================] - 1s 849us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 410/500 718/718 [==============================] - 1s 909us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 411/500 718/718 [==============================] - 1s 901us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 412/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 413/500 718/718 [==============================] - 1s 860us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 414/500 718/718 [==============================] - 1s 928us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 415/500 718/718 [==============================] - 1s 851us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6867 - accuracy Epoch 417/500 718/718 [==============================] - 1s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 418/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6878 - accu Epoch 419/500 718/718 [==============================] - 1s 784us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 420/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 421/500 718/718 [==============================] - 1s 838us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 422/500 718/718 [==============================] - 1s 818us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 423/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 424/500 718/718 [==============================] - 1s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 425/500 718/718 [==============================] - 1s 842us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 426/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 427/500 718/718 [==============================] - 1s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 428/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 429/500 718/718 [==============================] - 1s 891us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 430/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 431/500 718/718 [==============================] - 1s 806us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 432/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 433/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 434/500 718/718 [==============================] - 1s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 435/500 718/718 [==============================] - 1s 835us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 436/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6879 - accuracy Epoch 437/500 718/718 [==============================] - 1s 808us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 438/500 718/718 [==============================] - 1s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 439/500 718/718 [==============================] - 1s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 440/500 718/718 [==============================] - 1s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 441/500 718/718 [==============================] - 1s 803us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6854 - accura Epoch 442/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 443/500 718/718 [==============================] - 1s 801us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 444/500 718/718 [==============================] - 1s 845us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 445/500 718/718 [==============================] - 1s 970us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 446/500 718/718 [==============================] - 1s 834us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 447/500 718/718 [==============================] - 1s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 448/500 718/718 [==============================] - 1s 810us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 449/500 718/718 [==============================] - 1s 963us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 450/500 718/718 [==============================] - 1s 807us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 451/500 718/718 [==============================] - 1s 810us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 452/500 718/718 [==============================] - 1s 803us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 453/500 718/718 [==============================] - 1s 801us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 454/500 718/718 [==============================] - 1s 801us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 455/500 718/718 [==============================] - 1s 796us/step - loss: 0.6860 - accuracy: 0.5556 Epoch 456/500 718/718 [==============================] - 1s 865us/step - loss: 0.6851 - accuracy: 0.5556 Epoch 457/500 718/718 [==============================] - 1s 805us/step - loss: 0.6830 - accuracy: 0.5556 Epoch 458/500 718/718 [==============================] - 1s 834us/step - loss: 0.6771 - accuracy: 0.5558 Epoch 459/500 718/718 [==============================] - 1s 807us/step - loss: 0.6584 - accuracy: 0.6391 Epoch 460/500 718/718 [==============================] - 1s 806us/step - loss: 0.6147 - accuracy: 0.7186 Epoch 461/500 718/718 [==============================] - 1s 806us/step - loss: 0.5767 - accuracy: 0.7297 Epoch 462/500 718/718 [==============================] - 1s 819us/step - loss: 0.5591 - accuracy: 0.7340 Epoch 463/500 718/718 [==============================] - 1s 798us/step - loss: 0.5480 - accuracy: 0.7390 Epoch 464/500 718/718 [==============================] - 1s 806us/step - loss: 0.5366 - accuracy: 0.7461 Epoch 465/500 718/718 [==============================] - 1s 804us/step - loss: 0.5236 - accuracy: 0.7515 Epoch 466/500 718/718 [==============================] - 1s 813us/step - loss: 0.5097 - accuracy: 0.7553 Epoch 467/500 718/718 [==============================] - 1s 820us/step - loss: 0.4998 - accuracy: 0.7625 Epoch 468/500 718/718 [==============================] - 1s 811us/step - loss: 0.4924 - accuracy: 0.7689 Epoch 469/500 718/718 [==============================] - 1s 811us/step - loss: 0.4868 - accuracy: 0.7691 Epoch 470/500 718/718 [==============================] - 1s 795us/step - loss: 0.4812 - accuracy: 0.7688 Epoch 471/500 718/718 [==============================] - 1s 816us/step - loss: 0.4762 - accuracy: 0.7716 Epoch 472/500 718/718 [==============================] - 1s 815us/step - loss: 0.4724 - accuracy: 0.7738 Epoch 473/500 718/718 [==============================] - 1s 791us/step - loss: 0.4687 - accuracy: 0.7728 Epoch 474/500 718/718 [==============================] - 1s 839us/step - loss: 0.4666 - accuracy: 0.7754 Epoch 475/500 718/718 [==============================] - 1s 830us/step - loss: 0.4646 - accuracy: 0.7738 Epoch 476/500 718/718 [==============================] - 1s 838us/step - loss: 0.4630 - accuracy: 0.7762 Epoch 477/500 718/718 [==============================] - 1s 822us/step - loss: 0.4619 - accuracy: 0.7773 Epoch 478/500 718/718 [==============================] - 1s 813us/step - loss: 0.4606 - accuracy: 0.7761 Epoch 479/500 718/718 [==============================] - 1s 833us/step - loss: 0.4602 - accuracy: 0.7759 Epoch 480/500 718/718 [==============================] - 1s 808us/step - loss: 0.4594 - accuracy: 0.7773 Epoch 481/500 718/718 [==============================] - 1s 839us/step - loss: 0.4582 - accuracy: 0.7752 Epoch 482/500 718/718 [==============================] - 1s 802us/step - loss: 0.4578 - accuracy: 0.7766 Epoch 483/500 718/718 [==============================] - 1s 803us/step - loss: 0.4575 - accuracy: 0.7747 Epoch 484/500 718/718 [==============================] - 1s 815us/step - loss: 0.4564 - accuracy: 0.7784 Epoch 485/500 718/718 [==============================] - 1s 816us/step - loss: 0.4560 - accuracy: 0.7798 Epoch 486/500 718/718 [==============================] - 1s 810us/step - loss: 0.4555 - accuracy: 0.7800 Epoch 487/500 718/718 [==============================] - 1s 795us/step - loss: 0.4553 - accuracy: 0.7794 Epoch 488/500 718/718 [==============================] - 1s 808us/step - loss: 0.4545 - accuracy: 0.7825 Epoch 489/500 718/718 [==============================] - 1s 815us/step - loss: 0.4538 - accuracy: 0.7814 Epoch 490/500 718/718 [==============================] - 1s 797us/step - loss: 0.4537 - accuracy: 0.7783 Epoch 491/500 718/718 [==============================] - 1s 814us/step - loss: 0.4532 - accuracy: 0.7818 Epoch 492/500 718/718 [==============================] - 1s 801us/step - loss: 0.4524 - accuracy: 0.7802 Epoch 493/500 718/718 [==============================] - 1s 817us/step - loss: 0.4524 - accuracy: 0.7783 Epoch 494/500 718/718 [==============================] - 1s 794us/step - loss: 0.4515 - accuracy: 0.7786 Epoch 495/500 718/718 [==============================] - 1s 825us/step - loss: 0.4514 - accuracy: 0.7818 Epoch 496/500 718/718 [==============================] - 1s 841us/step - loss: 0.4510 - accuracy: 0.7804 Epoch 497/500 718/718 [==============================] - 1s 792us/step - loss: 0.4508 - accuracy: 0.7818 Epoch 498/500 718/718 [==============================] - 1s 830us/step - loss: 0.4506 - accuracy: 0.7787 Epoch 499/500 718/718 [==============================] - 1s 796us/step - loss: 0.4498 - accuracy: 0.7830 Epoch 500/500 718/718 [==============================] - 1s 810us/step - loss: 0.4503 - accuracy: 0.7829 Epoch 1/500 718/718 [==============================] - 1s 837us/step - loss: 0.6887 - accuracy: 0.5555 Epoch 2/500 718/718 [==============================] - 1s 857us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 844us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 860us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 845us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 847us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 794us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 802us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 793us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 808us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 816us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 806us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 831us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 789us/step - loss: 0.6862 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 813us/step - loss: 0.6856 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 812us/step - loss: 0.6841 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 799us/step - loss: 0.6799 - accuracy: 0.5555 Epoch 22/500 718/718 [==============================] - 1s 821us/step - loss: 0.6641 - accuracy: 0.6113 Epoch 23/500 718/718 [==============================] - 1s 802us/step - loss: 0.6193 - accuracy: 0.7140 Epoch 24/500 718/718 [==============================] - 1s 820us/step - loss: 0.5814 - accuracy: 0.7251 Epoch 25/500 718/718 [==============================] - 1s 803us/step - loss: 0.5689 - accuracy: 0.7247 Epoch 26/500 718/718 [==============================] - 1s 796us/step - loss: 0.5646 - accuracy: 0.7266 Epoch 27/500 718/718 [==============================] - 1s 825us/step - loss: 0.5623 - accuracy: 0.7257 Epoch 28/500 718/718 [==============================] - 1s 795us/step - loss: 0.5606 - accuracy: 0.7263 Epoch 29/500 718/718 [==============================] - 1s 819us/step - loss: 0.5583 - accuracy: 0.7257 Epoch 30/500 718/718 [==============================] - 1s 792us/step - loss: 0.5551 - accuracy: 0.7262 Epoch 31/500 718/718 [==============================] - 1s 820us/step - loss: 0.5515 - accuracy: 0.7255 Epoch 32/500 718/718 [==============================] - 1s 805us/step - loss: 0.5471 - accuracy: 0.7258 Epoch 33/500 718/718 [==============================] - 1s 798us/step - loss: 0.5431 - accuracy: 0.7264 Epoch 34/500 718/718 [==============================] - 1s 854us/step - loss: 0.5392 - accuracy: 0.7316 Epoch 35/500 718/718 [==============================] - 1s 798us/step - loss: 0.5364 - accuracy: 0.7342 Epoch 36/500 718/718 [==============================] - 1s 826us/step - loss: 0.5337 - accuracy: 0.7362 Epoch 37/500 718/718 [==============================] - 1s 862us/step - loss: 0.5307 - accuracy: 0.7407 Epoch 38/500 718/718 [==============================] - 1s 798us/step - loss: 0.5281 - accuracy: 0.7400 Epoch 39/500 718/718 [==============================] - 1s 830us/step - loss: 0.5257 - accuracy: 0.7425 Epoch 40/500 718/718 [==============================] - 1s 872us/step - loss: 0.5241 - accuracy: 0.7431 Epoch 41/500 718/718 [==============================] - 1s 801us/step - loss: 0.5230 - accuracy: 0.7427 Epoch 42/500 718/718 [==============================] - 1s 814us/step - loss: 0.5212 - accuracy: 0.7442 Epoch 43/500 718/718 [==============================] - 1s 811us/step - loss: 0.5203 - accuracy: 0.7430 Epoch 44/500 718/718 [==============================] - 1s 815us/step - loss: 0.5191 - accuracy: 0.74330s - loss: 0.5183 - accuracy: 0.74 Epoch 45/500 718/718 [==============================] - 1s 809us/step - loss: 0.5187 - accuracy: 0.7434 Epoch 46/500 718/718 [==============================] - 1s 843us/step - loss: 0.5174 - accuracy: 0.7468 Epoch 47/500 718/718 [==============================] - 1s 792us/step - loss: 0.5167 - accuracy: 0.7455 Epoch 48/500 718/718 [==============================] - 1s 812us/step - loss: 0.5161 - accuracy: 0.7469 Epoch 49/500 718/718 [==============================] - 1s 833us/step - loss: 0.5156 - accuracy: 0.7454 Epoch 50/500 718/718 [==============================] - 1s 789us/step - loss: 0.5150 - accuracy: 0.7468 Epoch 51/500 718/718 [==============================] - 1s 827us/step - loss: 0.5153 - accuracy: 0.7475 Epoch 52/500 718/718 [==============================] - 1s 792us/step - loss: 0.5149 - accuracy: 0.7460 Epoch 53/500 718/718 [==============================] - 1s 824us/step - loss: 0.5144 - accuracy: 0.7451 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5145 - accuracy: 0.7485 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5137 - accuracy: 0.7479 Epoch 56/500 718/718 [==============================] - 1s 836us/step - loss: 0.5136 - accuracy: 0.7485 Epoch 57/500 718/718 [==============================] - 1s 872us/step - loss: 0.5128 - accuracy: 0.7462 Epoch 58/500 718/718 [==============================] - 1s 827us/step - loss: 0.5131 - accuracy: 0.7461 Epoch 59/500 718/718 [==============================] - 1s 823us/step - loss: 0.5128 - accuracy: 0.7480 Epoch 60/500 718/718 [==============================] - 1s 807us/step - loss: 0.5125 - accuracy: 0.7460 Epoch 61/500 718/718 [==============================] - 1s 823us/step - loss: 0.5127 - accuracy: 0.7476 Epoch 62/500 718/718 [==============================] - 1s 828us/step - loss: 0.5125 - accuracy: 0.7474 Epoch 63/500 718/718 [==============================] - 1s 809us/step - loss: 0.5120 - accuracy: 0.7485 Epoch 64/500 718/718 [==============================] - 1s 831us/step - loss: 0.5123 - accuracy: 0.7476 Epoch 65/500 718/718 [==============================] - 1s 817us/step - loss: 0.5121 - accuracy: 0.7481 Epoch 66/500 718/718 [==============================] - 1s 832us/step - loss: 0.5120 - accuracy: 0.7468 Epoch 67/500 718/718 [==============================] - 1s 941us/step - loss: 0.5125 - accuracy: 0.7483 Epoch 68/500 718/718 [==============================] - 1s 881us/step - loss: 0.5118 - accuracy: 0.7479 Epoch 69/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5117 - accuracy: 0.7502 Epoch 70/500 718/718 [==============================] - 1s 842us/step - loss: 0.5122 - accuracy: 0.7475 Epoch 71/500 718/718 [==============================] - 1s 819us/step - loss: 0.5118 - accuracy: 0.74780s - loss: 0.5054 - accuracy Epoch 72/500 718/718 [==============================] - 1s 880us/step - loss: 0.5118 - accuracy: 0.7506 Epoch 73/500 718/718 [==============================] - 1s 864us/step - loss: 0.5117 - accuracy: 0.7467 Epoch 74/500 718/718 [==============================] - 1s 822us/step - loss: 0.5118 - accuracy: 0.7493 Epoch 75/500 718/718 [==============================] - 1s 834us/step - loss: 0.5115 - accuracy: 0.7475 Epoch 76/500 718/718 [==============================] - 1s 815us/step - loss: 0.5115 - accuracy: 0.7468 Epoch 77/500 718/718 [==============================] - 1s 899us/step - loss: 0.5118 - accuracy: 0.7486 Epoch 78/500 718/718 [==============================] - 1s 886us/step - loss: 0.5114 - accuracy: 0.7477 Epoch 79/500 718/718 [==============================] - 1s 849us/step - loss: 0.5120 - accuracy: 0.74920s - loss: 0.5111 - accura Epoch 80/500 718/718 [==============================] - 1s 837us/step - loss: 0.5112 - accuracy: 0.7498 Epoch 81/500 718/718 [==============================] - 1s 814us/step - loss: 0.5115 - accuracy: 0.7501 Epoch 82/500 718/718 [==============================] - 1s 827us/step - loss: 0.5119 - accuracy: 0.7473 Epoch 83/500 718/718 [==============================] - 1s 830us/step - loss: 0.5118 - accuracy: 0.7498 Epoch 84/500 718/718 [==============================] - 1s 819us/step - loss: 0.5110 - accuracy: 0.7503 Epoch 85/500 718/718 [==============================] - 1s 835us/step - loss: 0.5118 - accuracy: 0.7495 Epoch 86/500 718/718 [==============================] - 1s 804us/step - loss: 0.5113 - accuracy: 0.7472 Epoch 87/500 718/718 [==============================] - 1s 822us/step - loss: 0.5110 - accuracy: 0.7485 Epoch 88/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5112 - accuracy: 0.7488 Epoch 89/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5113 - accuracy: 0.7482 Epoch 90/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5109 - accuracy: 0.7463 Epoch 91/500 718/718 [==============================] - 1s 958us/step - loss: 0.5109 - accuracy: 0.7515 Epoch 92/500 718/718 [==============================] - 1s 964us/step - loss: 0.5107 - accuracy: 0.7518 Epoch 93/500 718/718 [==============================] - 1s 885us/step - loss: 0.5106 - accuracy: 0.7496 Epoch 94/500 718/718 [==============================] - 1s 853us/step - loss: 0.5103 - accuracy: 0.7514 Epoch 95/500 718/718 [==============================] - 1s 862us/step - loss: 0.5102 - accuracy: 0.7519 Epoch 96/500 718/718 [==============================] - 1s 852us/step - loss: 0.5103 - accuracy: 0.7491 Epoch 97/500 718/718 [==============================] - 1s 882us/step - loss: 0.5103 - accuracy: 0.7519 Epoch 98/500 718/718 [==============================] - 1s 914us/step - loss: 0.5104 - accuracy: 0.7495 Epoch 99/500 718/718 [==============================] - 1s 817us/step - loss: 0.5104 - accuracy: 0.7495 Epoch 100/500 718/718 [==============================] - 1s 807us/step - loss: 0.5099 - accuracy: 0.7519 Epoch 101/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5101 - accuracy: 0.7508 Epoch 102/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5100 - accuracy: 0.7497 Epoch 103/500 718/718 [==============================] - 1s 812us/step - loss: 0.5096 - accuracy: 0.7509 Epoch 104/500 718/718 [==============================] - 1s 814us/step - loss: 0.5098 - accuracy: 0.7512 Epoch 105/500 718/718 [==============================] - 1s 891us/step - loss: 0.5097 - accuracy: 0.7523 Epoch 106/500 718/718 [==============================] - 1s 873us/step - loss: 0.5092 - accuracy: 0.7526 Epoch 107/500 718/718 [==============================] - 1s 826us/step - loss: 0.5093 - accuracy: 0.7503 Epoch 108/500 718/718 [==============================] - 1s 807us/step - loss: 0.5088 - accuracy: 0.7511 Epoch 109/500 718/718 [==============================] - 1s 827us/step - loss: 0.5085 - accuracy: 0.7501 Epoch 110/500 718/718 [==============================] - 1s 802us/step - loss: 0.5087 - accuracy: 0.7520 Epoch 111/500 718/718 [==============================] - 1s 814us/step - loss: 0.5084 - accuracy: 0.7502 Epoch 112/500 718/718 [==============================] - 1s 836us/step - loss: 0.5086 - accuracy: 0.7519 Epoch 113/500 718/718 [==============================] - 1s 802us/step - loss: 0.5088 - accuracy: 0.7546 Epoch 114/500 718/718 [==============================] - 1s 927us/step - loss: 0.5080 - accuracy: 0.7533 Epoch 115/500 718/718 [==============================] - 1s 994us/step - loss: 0.5079 - accuracy: 0.7536 Epoch 116/500 718/718 [==============================] - 1s 918us/step - loss: 0.5082 - accuracy: 0.7509 Epoch 117/500 718/718 [==============================] - 1s 837us/step - loss: 0.5083 - accuracy: 0.7522 Epoch 118/500 718/718 [==============================] - 1s 813us/step - loss: 0.5083 - accuracy: 0.7522 Epoch 119/500 718/718 [==============================] - 1s 828us/step - loss: 0.5081 - accuracy: 0.7537 Epoch 120/500 718/718 [==============================] - 1s 817us/step - loss: 0.5079 - accuracy: 0.7511 Epoch 121/500 718/718 [==============================] - 1s 803us/step - loss: 0.5082 - accuracy: 0.7516 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5075 - accuracy: 0.7550 Epoch 123/500 718/718 [==============================] - 1s 829us/step - loss: 0.5078 - accuracy: 0.7515 Epoch 124/500 718/718 [==============================] - 1s 847us/step - loss: 0.5075 - accuracy: 0.7528 Epoch 125/500 718/718 [==============================] - 1s 811us/step - loss: 0.5080 - accuracy: 0.7521 Epoch 126/500 718/718 [==============================] - 1s 846us/step - loss: 0.5073 - accuracy: 0.7529 Epoch 127/500 718/718 [==============================] - 1s 817us/step - loss: 0.5077 - accuracy: 0.7516 Epoch 128/500 718/718 [==============================] - 1s 823us/step - loss: 0.5078 - accuracy: 0.7534 Epoch 129/500 718/718 [==============================] - 1s 807us/step - loss: 0.5077 - accuracy: 0.7510 Epoch 130/500 718/718 [==============================] - 1s 833us/step - loss: 0.5070 - accuracy: 0.7528 Epoch 131/500 718/718 [==============================] - 1s 818us/step - loss: 0.5077 - accuracy: 0.7527 Epoch 132/500 718/718 [==============================] - 1s 821us/step - loss: 0.5080 - accuracy: 0.7520 Epoch 133/500 718/718 [==============================] - 1s 793us/step - loss: 0.5066 - accuracy: 0.7515 Epoch 134/500 718/718 [==============================] - 1s 823us/step - loss: 0.5073 - accuracy: 0.7536 Epoch 135/500 718/718 [==============================] - 1s 817us/step - loss: 0.5076 - accuracy: 0.7532 Epoch 136/500 718/718 [==============================] - 1s 972us/step - loss: 0.5073 - accuracy: 0.7515 Epoch 137/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5075 - accuracy: 0.7520 Epoch 138/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5075 - accuracy: 0.7504 Epoch 139/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5075 - accuracy: 0.7517 Epoch 140/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5069 - accuracy: 0.7536 Epoch 141/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5069 - accuracy: 0.7521 Epoch 142/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5074 - accuracy: 0.7515 Epoch 143/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5066 - accuracy: 0.7511 Epoch 144/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5071 - accuracy: 0.7525 Epoch 145/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5067 - accuracy: 0.7509 Epoch 146/500 718/718 [==============================] - 1s 2ms/step - loss: 0.5070 - accuracy: 0.7502 Epoch 147/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5071 - accuracy: 0.7489: 0s - l Epoch 148/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5070 - accuracy: 0.7501 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5067 - accuracy: 0.7517 Epoch 150/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5065 - accuracy: 0.7505: 0s - loss: 0.5085 - accuracy: Epoch 151/500 718/718 [==============================] - 1s 943us/step - loss: 0.5064 - accuracy: 0.7524 Epoch 152/500 718/718 [==============================] - 1s 975us/step - loss: 0.5065 - accuracy: 0.7528 Epoch 153/500 718/718 [==============================] - 1s 967us/step - loss: 0.5062 - accuracy: 0.7505 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5057 - accuracy: 0.7511 Epoch 155/500 718/718 [==============================] - 1s 984us/step - loss: 0.5056 - accuracy: 0.7508 Epoch 156/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5051 - accuracy: 0.7515: 0s - loss: 0.5041 - accura Epoch 157/500 718/718 [==============================] - 1s 993us/step - loss: 0.5047 - accuracy: 0.75260s - loss: 0.5035 - accuracy Epoch 158/500 718/718 [==============================] - 1s 987us/step - loss: 0.5044 - accuracy: 0.7525 Epoch 159/500 718/718 [==============================] - 1s 972us/step - loss: 0.5041 - accuracy: 0.7532 Epoch 160/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5036 - accuracy: 0.7514 Epoch 161/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5034 - accuracy: 0.7513: 0s - loss: 0.5041 - ac Epoch 162/500 718/718 [==============================] - 1s 955us/step - loss: 0.5031 - accuracy: 0.7542 Epoch 163/500 718/718 [==============================] - 1s 983us/step - loss: 0.5027 - accuracy: 0.7533 Epoch 164/500 718/718 [==============================] - 1s 967us/step - loss: 0.5026 - accuracy: 0.7522 Epoch 165/500 718/718 [==============================] - 1s 978us/step - loss: 0.5024 - accuracy: 0.7520 Epoch 166/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5019 - accuracy: 0.7570 Epoch 167/500 718/718 [==============================] - 1s 954us/step - loss: 0.5021 - accuracy: 0.7522 Epoch 168/500 718/718 [==============================] - 1s 927us/step - loss: 0.5016 - accuracy: 0.7508 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5010 - accuracy: 0.7545 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5008 - accuracy: 0.7523 Epoch 171/500 718/718 [==============================] - 1s 950us/step - loss: 0.5011 - accuracy: 0.7544 Epoch 172/500 718/718 [==============================] - 1s 958us/step - loss: 0.5005 - accuracy: 0.75410s - loss: 0.4939 - accuracy: 0. - ETA: 0s - loss: 0.4966 - accuracy: 0. Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5005 - accuracy: 0.7536 Epoch 174/500 718/718 [==============================] - 1s 1ms/step - loss: 0.5003 - accuracy: 0.7553 Epoch 175/500 718/718 [==============================] - 1s 979us/step - loss: 0.4998 - accuracy: 0.7540 Epoch 176/500 718/718 [==============================] - 1s 958us/step - loss: 0.4999 - accuracy: 0.7552 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4996 - accuracy: 0.7540 Epoch 178/500 718/718 [==============================] - 1s 957us/step - loss: 0.4990 - accuracy: 0.7533 Epoch 179/500 718/718 [==============================] - 1s 956us/step - loss: 0.4993 - accuracy: 0.7510 Epoch 180/500 718/718 [==============================] - 1s 975us/step - loss: 0.4989 - accuracy: 0.7556 Epoch 181/500 718/718 [==============================] - 1s 965us/step - loss: 0.4988 - accuracy: 0.7552 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4979 - accuracy: 0.7556 Epoch 183/500 718/718 [==============================] - 1s 969us/step - loss: 0.4983 - accuracy: 0.7535 Epoch 184/500 718/718 [==============================] - 1s 982us/step - loss: 0.4979 - accuracy: 0.7540 Epoch 185/500 718/718 [==============================] - 1s 955us/step - loss: 0.4982 - accuracy: 0.7529 Epoch 186/500 718/718 [==============================] - 1s 962us/step - loss: 0.4979 - accuracy: 0.7556 Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4971 - accuracy: 0.7558 Epoch 188/500 718/718 [==============================] - 1s 974us/step - loss: 0.4967 - accuracy: 0.7554 Epoch 189/500 718/718 [==============================] - 1s 978us/step - loss: 0.4968 - accuracy: 0.7548 Epoch 190/500 718/718 [==============================] - 1s 976us/step - loss: 0.4955 - accuracy: 0.7548 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4953 - accuracy: 0.7576 Epoch 192/500 718/718 [==============================] - 1s 977us/step - loss: 0.4952 - accuracy: 0.7564 Epoch 193/500 718/718 [==============================] - 1s 994us/step - loss: 0.4941 - accuracy: 0.7577 Epoch 194/500 718/718 [==============================] - 1s 980us/step - loss: 0.4937 - accuracy: 0.7591 Epoch 195/500 718/718 [==============================] - 1s 985us/step - loss: 0.4936 - accuracy: 0.7584 Epoch 196/500 718/718 [==============================] - 1s 979us/step - loss: 0.4926 - accuracy: 0.7568 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4915 - accuracy: 0.7579 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4902 - accuracy: 0.7576: 0s - loss: 0.4976 - accuracy: 0. - ETA: 0s - loss: 0.4935 - accura Epoch 199/500 718/718 [==============================] - 1s 985us/step - loss: 0.4901 - accuracy: 0.7602 Epoch 200/500 718/718 [==============================] - 1s 993us/step - loss: 0.4894 - accuracy: 0.75970s - loss: 0.4859 - accuracy: Epoch 201/500 718/718 [==============================] - 1s 979us/step - loss: 0.4882 - accuracy: 0.7599 Epoch 202/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4880 - accuracy: 0.7589: 0s - loss: 0.4 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4871 - accuracy: 0.7595: 0s - loss: 0.4888 - ac Epoch 204/500 718/718 [==============================] - 1s 963us/step - loss: 0.4867 - accuracy: 0.76180s - loss: 0.4913 - accura Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4867 - accuracy: 0.7597: 0s - loss: 0.4868 - accuracy Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4861 - accuracy: 0.7613 Epoch 207/500 718/718 [==============================] - 1s 914us/step - loss: 0.4851 - accuracy: 0.7600 Epoch 208/500 718/718 [==============================] - 1s 970us/step - loss: 0.4847 - accuracy: 0.7607 Epoch 209/500 718/718 [==============================] - 1s 997us/step - loss: 0.4853 - accuracy: 0.7604 Epoch 210/500 718/718 [==============================] - 1s 980us/step - loss: 0.4843 - accuracy: 0.7649 Epoch 211/500 718/718 [==============================] - 1s 966us/step - loss: 0.4846 - accuracy: 0.7618 Epoch 212/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4838 - accuracy: 0.7612 Epoch 213/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4837 - accuracy: 0.7637 Epoch 214/500 718/718 [==============================] - 1s 939us/step - loss: 0.4825 - accuracy: 0.7639 Epoch 215/500 718/718 [==============================] - 1s 972us/step - loss: 0.4825 - accuracy: 0.7638 Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4818 - accuracy: 0.7639 Epoch 217/500 718/718 [==============================] - 1s 992us/step - loss: 0.4818 - accuracy: 0.7656 Epoch 218/500 718/718 [==============================] - 1s 998us/step - loss: 0.4811 - accuracy: 0.7657 Epoch 219/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4804 - accuracy: 0.7682 Epoch 220/500 718/718 [==============================] - 1s 984us/step - loss: 0.4800 - accuracy: 0.76490s - loss: 0.4918 Epoch 221/500 718/718 [==============================] - 1s 981us/step - loss: 0.4795 - accuracy: 0.7653 Epoch 222/500 718/718 [==============================] - 1s 973us/step - loss: 0.4792 - accuracy: 0.7650 Epoch 223/500 718/718 [==============================] - 1s 996us/step - loss: 0.4784 - accuracy: 0.7661 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4783 - accuracy: 0.7665 Epoch 225/500 718/718 [==============================] - 1s 961us/step - loss: 0.4790 - accuracy: 0.7663 Epoch 226/500 718/718 [==============================] - 1s 997us/step - loss: 0.4779 - accuracy: 0.7673 Epoch 227/500 718/718 [==============================] - 1s 972us/step - loss: 0.4777 - accuracy: 0.7659 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4772 - accuracy: 0.7646 Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4769 - accuracy: 0.7672 Epoch 230/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4767 - accuracy: 0.7664 Epoch 231/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4764 - accuracy: 0.7662 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4763 - accuracy: 0.7685 Epoch 233/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4757 - accuracy: 0.7671 Epoch 234/500 718/718 [==============================] - 1s 975us/step - loss: 0.4754 - accuracy: 0.7671 Epoch 235/500 718/718 [==============================] - 1s 942us/step - loss: 0.4752 - accuracy: 0.7643 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4750 - accuracy: 0.7658 Epoch 237/500 718/718 [==============================] - 1s 974us/step - loss: 0.4750 - accuracy: 0.7677 Epoch 238/500 718/718 [==============================] - 1s 944us/step - loss: 0.4744 - accuracy: 0.7676 Epoch 239/500 718/718 [==============================] - 1s 972us/step - loss: 0.4747 - accuracy: 0.7669 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4740 - accuracy: 0.7672 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4737 - accuracy: 0.7688 Epoch 242/500 718/718 [==============================] - 1s 931us/step - loss: 0.4740 - accuracy: 0.7664 Epoch 243/500 718/718 [==============================] - 1s 942us/step - loss: 0.4746 - accuracy: 0.7665 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4738 - accuracy: 0.7672 Epoch 245/500 718/718 [==============================] - 1s 998us/step - loss: 0.4736 - accuracy: 0.7690 Epoch 246/500 718/718 [==============================] - 1s 986us/step - loss: 0.4736 - accuracy: 0.7685 Epoch 247/500 718/718 [==============================] - 1s 979us/step - loss: 0.4728 - accuracy: 0.7653 Epoch 248/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4730 - accuracy: 0.7703 Epoch 249/500 718/718 [==============================] - 1s 996us/step - loss: 0.4728 - accuracy: 0.7674 Epoch 250/500 718/718 [==============================] - 1s 976us/step - loss: 0.4729 - accuracy: 0.7668 Epoch 251/500 718/718 [==============================] - 1s 958us/step - loss: 0.4729 - accuracy: 0.7675 Epoch 252/500 718/718 [==============================] - 1s 986us/step - loss: 0.4730 - accuracy: 0.7649 Epoch 253/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4733 - accuracy: 0.7669 Epoch 254/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4726 - accuracy: 0.7720 Epoch 255/500 718/718 [==============================] - 1s 979us/step - loss: 0.4732 - accuracy: 0.7686 Epoch 256/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4723 - accuracy: 0.7704 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4725 - accuracy: 0.7687 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4718 - accuracy: 0.7689 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4722 - accuracy: 0.7686 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4718 - accuracy: 0.7724 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4715 - accuracy: 0.7692 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4709 - accuracy: 0.7701 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4712 - accuracy: 0.7719 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4715 - accuracy: 0.7678 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4710 - accuracy: 0.7698 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4709 - accuracy: 0.7707 Epoch 267/500 718/718 [==============================] - 1s 974us/step - loss: 0.4713 - accuracy: 0.7675 Epoch 268/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4708 - accuracy: 0.7698 Epoch 269/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4711 - accuracy: 0.7693 Epoch 270/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4705 - accuracy: 0.7709 Epoch 271/500 718/718 [==============================] - 1s 975us/step - loss: 0.4707 - accuracy: 0.7696 Epoch 272/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4700 - accuracy: 0.7704: 0s - loss: 0.4698 - Epoch 273/500 718/718 [==============================] - 1s 956us/step - loss: 0.4700 - accuracy: 0.7738 Epoch 274/500 718/718 [==============================] - 1s 975us/step - loss: 0.4696 - accuracy: 0.7692 Epoch 275/500 718/718 [==============================] - 1s 991us/step - loss: 0.4699 - accuracy: 0.77200s - loss: 0.4774 Epoch 276/500 718/718 [==============================] - 1s 997us/step - loss: 0.4697 - accuracy: 0.77180s - loss: 0.4708 - accura Epoch 277/500 718/718 [==============================] - 1s 985us/step - loss: 0.4697 - accuracy: 0.7732 Epoch 278/500 718/718 [==============================] - 1s 989us/step - loss: 0.4691 - accuracy: 0.7721 Epoch 279/500 718/718 [==============================] - 1s 996us/step - loss: 0.4688 - accuracy: 0.7696 Epoch 280/500 718/718 [==============================] - 1s 967us/step - loss: 0.4697 - accuracy: 0.7730 Epoch 281/500 718/718 [==============================] - 1s 980us/step - loss: 0.4698 - accuracy: 0.7710 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4687 - accuracy: 0.7722 Epoch 283/500 718/718 [==============================] - 1s 969us/step - loss: 0.4683 - accuracy: 0.7739 Epoch 284/500 718/718 [==============================] - 1s 969us/step - loss: 0.4691 - accuracy: 0.7736 Epoch 285/500 718/718 [==============================] - 1s 980us/step - loss: 0.4680 - accuracy: 0.7722 Epoch 286/500 718/718 [==============================] - 1s 993us/step - loss: 0.4690 - accuracy: 0.7739 Epoch 287/500 718/718 [==============================] - 1s 934us/step - loss: 0.4685 - accuracy: 0.7735 Epoch 288/500 718/718 [==============================] - 1s 940us/step - loss: 0.4678 - accuracy: 0.7742 Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4680 - accuracy: 0.7741 Epoch 290/500 718/718 [==============================] - 1s 955us/step - loss: 0.4685 - accuracy: 0.7745 Epoch 291/500 718/718 [==============================] - 1s 981us/step - loss: 0.4669 - accuracy: 0.7739 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4678 - accuracy: 0.7743 Epoch 293/500 718/718 [==============================] - 1s 991us/step - loss: 0.4680 - accuracy: 0.7766 Epoch 294/500 718/718 [==============================] - 1s 970us/step - loss: 0.4680 - accuracy: 0.7749 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4670 - accuracy: 0.7722 Epoch 296/500 718/718 [==============================] - 1s 992us/step - loss: 0.4680 - accuracy: 0.7741 Epoch 297/500 718/718 [==============================] - 1s 955us/step - loss: 0.4669 - accuracy: 0.7722 Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4672 - accuracy: 0.7747 Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4680 - accuracy: 0.7746 Epoch 300/500 718/718 [==============================] - 1s 971us/step - loss: 0.4680 - accuracy: 0.7744 Epoch 301/500 718/718 [==============================] - 1s 922us/step - loss: 0.4664 - accuracy: 0.7750 Epoch 302/500 718/718 [==============================] - 1s 978us/step - loss: 0.4675 - accuracy: 0.77530s - loss: 0.4687 - accuracy: 0. Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4672 - accuracy: 0.7717 Epoch 304/500 718/718 [==============================] - 1s 980us/step - loss: 0.4679 - accuracy: 0.77480s - loss: 0.4685 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4674 - accuracy: 0.7761 Epoch 306/500 718/718 [==============================] - 1s 947us/step - loss: 0.4673 - accuracy: 0.7752 Epoch 307/500 718/718 [==============================] - 1s 992us/step - loss: 0.4671 - accuracy: 0.7725 Epoch 308/500 718/718 [==============================] - 1s 936us/step - loss: 0.4665 - accuracy: 0.7765 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4668 - accuracy: 0.7750 Epoch 310/500 718/718 [==============================] - 1s 957us/step - loss: 0.4669 - accuracy: 0.7761 Epoch 311/500 718/718 [==============================] - 1s 973us/step - loss: 0.4664 - accuracy: 0.7765 Epoch 312/500 718/718 [==============================] - 1s 971us/step - loss: 0.4668 - accuracy: 0.7718 Epoch 313/500 718/718 [==============================] - 1s 981us/step - loss: 0.4674 - accuracy: 0.7766 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4665 - accuracy: 0.7766: 0s - loss: 0.4666 - accuracy: 0. Epoch 315/500 718/718 [==============================] - 1s 978us/step - loss: 0.4666 - accuracy: 0.7774 Epoch 316/500 718/718 [==============================] - 1s 987us/step - loss: 0.4669 - accuracy: 0.7750 Epoch 317/500 718/718 [==============================] - 1s 992us/step - loss: 0.4661 - accuracy: 0.7744 Epoch 318/500 718/718 [==============================] - 1s 952us/step - loss: 0.4666 - accuracy: 0.7746 Epoch 319/500 718/718 [==============================] - 1s 987us/step - loss: 0.4659 - accuracy: 0.7779 Epoch 320/500 718/718 [==============================] - 1s 977us/step - loss: 0.4668 - accuracy: 0.77510s - loss: 0.4639 - accu Epoch 321/500 718/718 [==============================] - 1s 964us/step - loss: 0.4667 - accuracy: 0.7769 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4664 - accuracy: 0.7733 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7738 Epoch 324/500 718/718 [==============================] - 1s 970us/step - loss: 0.4662 - accuracy: 0.7762 Epoch 325/500 718/718 [==============================] - 1s 988us/step - loss: 0.4666 - accuracy: 0.77550s - loss: 0.462 Epoch 326/500 718/718 [==============================] - 1s 958us/step - loss: 0.4667 - accuracy: 0.7750 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4666 - accuracy: 0.7745 Epoch 328/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4661 - accuracy: 0.7772 Epoch 329/500 718/718 [==============================] - 1s 975us/step - loss: 0.4661 - accuracy: 0.77530s - loss: 0.4659 - accuracy: 0. Epoch 330/500 718/718 [==============================] - 1s 920us/step - loss: 0.4663 - accuracy: 0.7778 Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4664 - accuracy: 0.7775 Epoch 332/500 718/718 [==============================] - 1s 955us/step - loss: 0.4659 - accuracy: 0.7761 Epoch 333/500 718/718 [==============================] - 1s 988us/step - loss: 0.4664 - accuracy: 0.7744 Epoch 334/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4662 - accuracy: 0.7790 Epoch 335/500 718/718 [==============================] - 1s 969us/step - loss: 0.4670 - accuracy: 0.7759 Epoch 336/500 718/718 [==============================] - 1s 950us/step - loss: 0.4663 - accuracy: 0.7764 Epoch 337/500 718/718 [==============================] - 1s 983us/step - loss: 0.4658 - accuracy: 0.7750 Epoch 338/500 718/718 [==============================] - 1s 969us/step - loss: 0.4665 - accuracy: 0.7725 Epoch 339/500 718/718 [==============================] - 1s 971us/step - loss: 0.4662 - accuracy: 0.7754 Epoch 340/500 718/718 [==============================] - 1s 991us/step - loss: 0.4656 - accuracy: 0.7750 Epoch 341/500 718/718 [==============================] - 1s 975us/step - loss: 0.4661 - accuracy: 0.77850s - loss: 0.4655 - ac Epoch 342/500 718/718 [==============================] - 1s 997us/step - loss: 0.4659 - accuracy: 0.77520s - loss: 0.4667 - accuracy: 0. Epoch 343/500 718/718 [==============================] - 1s 982us/step - loss: 0.4655 - accuracy: 0.7761 Epoch 344/500 718/718 [==============================] - 1s 995us/step - loss: 0.4662 - accuracy: 0.7766 Epoch 345/500 718/718 [==============================] - 1s 993us/step - loss: 0.4665 - accuracy: 0.7753 Epoch 346/500 718/718 [==============================] - 1s 982us/step - loss: 0.4657 - accuracy: 0.77800s - loss: 0.4681 - accura Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7790 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4666 - accuracy: 0.7739 Epoch 349/500 718/718 [==============================] - 1s 986us/step - loss: 0.4662 - accuracy: 0.7755 Epoch 350/500 718/718 [==============================] - 1s 952us/step - loss: 0.4661 - accuracy: 0.7732 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4657 - accuracy: 0.7752: 0s - loss: 0.4648 - accuracy: 0.77 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4660 - accuracy: 0.7778: 0s - loss: 0.4618 - accuracy Epoch 353/500 718/718 [==============================] - 1s 967us/step - loss: 0.4660 - accuracy: 0.7753 Epoch 354/500 718/718 [==============================] - 1s 967us/step - loss: 0.4656 - accuracy: 0.7737 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4651 - accuracy: 0.7754 Epoch 356/500 718/718 [==============================] - 1s 951us/step - loss: 0.4652 - accuracy: 0.7756 Epoch 357/500 718/718 [==============================] - 1s 978us/step - loss: 0.4649 - accuracy: 0.77880s - loss: 0.4685 - accu Epoch 358/500 718/718 [==============================] - 1s 983us/step - loss: 0.4660 - accuracy: 0.7749 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4658 - accuracy: 0.7774 Epoch 360/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4651 - accuracy: 0.7778: 0s - loss: 0.4673 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4654 - accuracy: 0.7765 Epoch 362/500 718/718 [==============================] - 1s 963us/step - loss: 0.4665 - accuracy: 0.7777 Epoch 363/500 718/718 [==============================] - 1s 935us/step - loss: 0.4653 - accuracy: 0.7751 Epoch 364/500 718/718 [==============================] - 1s 955us/step - loss: 0.4651 - accuracy: 0.7746 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7765 Epoch 366/500 718/718 [==============================] - 1s 952us/step - loss: 0.4657 - accuracy: 0.7769 Epoch 367/500 718/718 [==============================] - 1s 904us/step - loss: 0.4645 - accuracy: 0.7774 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4648 - accuracy: 0.7755 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4652 - accuracy: 0.7772 Epoch 370/500 718/718 [==============================] - 1s 962us/step - loss: 0.4653 - accuracy: 0.77830s - loss: 0.4611 - accuracy Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7756 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4655 - accuracy: 0.7774 Epoch 373/500 718/718 [==============================] - 1s 989us/step - loss: 0.4655 - accuracy: 0.7748 Epoch 374/500 718/718 [==============================] - 1s 954us/step - loss: 0.4641 - accuracy: 0.7771 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7759 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4652 - accuracy: 0.7766: 0s - loss: 0.4618 - accura Epoch 377/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4652 - accuracy: 0.7785 Epoch 378/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4652 - accuracy: 0.7765 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4658 - accuracy: 0.7777 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4648 - accuracy: 0.7766 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7766 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4646 - accuracy: 0.7784 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4655 - accuracy: 0.7767 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4649 - accuracy: 0.7769 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4654 - accuracy: 0.7770 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4656 - accuracy: 0.7758 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4646 - accuracy: 0.7755 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4656 - accuracy: 0.7772 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4650 - accuracy: 0.7759 Epoch 390/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4653 - accuracy: 0.7763 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7765 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4648 - accuracy: 0.7768 Epoch 393/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4638 - accuracy: 0.7767 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4648 - accuracy: 0.7749 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4650 - accuracy: 0.7779: 0s - loss: 0.4651 - accuracy: Epoch 396/500 718/718 [==============================] - 1s 804us/step - loss: 0.4655 - accuracy: 0.7759 Epoch 397/500 718/718 [==============================] - 1s 810us/step - loss: 0.4629 - accuracy: 0.7775 Epoch 398/500 718/718 [==============================] - 1s 811us/step - loss: 0.4645 - accuracy: 0.7791 Epoch 399/500 718/718 [==============================] - 1s 800us/step - loss: 0.4639 - accuracy: 0.7781 Epoch 400/500 718/718 [==============================] - 1s 814us/step - loss: 0.4637 - accuracy: 0.7762 Epoch 401/500 718/718 [==============================] - 1s 803us/step - loss: 0.4639 - accuracy: 0.7779 Epoch 402/500 718/718 [==============================] - 1s 829us/step - loss: 0.4632 - accuracy: 0.7792 Epoch 403/500 718/718 [==============================] - 1s 971us/step - loss: 0.4632 - accuracy: 0.7775 Epoch 404/500 718/718 [==============================] - 1s 850us/step - loss: 0.4626 - accuracy: 0.7782 Epoch 405/500 718/718 [==============================] - 1s 815us/step - loss: 0.4627 - accuracy: 0.7785 Epoch 406/500 718/718 [==============================] - 1s 818us/step - loss: 0.4631 - accuracy: 0.7774 Epoch 407/500 718/718 [==============================] - 1s 991us/step - loss: 0.4625 - accuracy: 0.7800 Epoch 408/500 718/718 [==============================] - 1s 840us/step - loss: 0.4617 - accuracy: 0.7795 Epoch 409/500 718/718 [==============================] - 1s 795us/step - loss: 0.4621 - accuracy: 0.7777 Epoch 410/500 718/718 [==============================] - 1s 814us/step - loss: 0.4618 - accuracy: 0.7807 Epoch 411/500 718/718 [==============================] - 1s 962us/step - loss: 0.4615 - accuracy: 0.7776 Epoch 412/500 718/718 [==============================] - 1s 829us/step - loss: 0.4618 - accuracy: 0.7806 Epoch 413/500 718/718 [==============================] - 1s 811us/step - loss: 0.4616 - accuracy: 0.7827 Epoch 414/500 718/718 [==============================] - 1s 797us/step - loss: 0.4612 - accuracy: 0.7788 Epoch 415/500 718/718 [==============================] - 1s 807us/step - loss: 0.4610 - accuracy: 0.7812 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4613 - accuracy: 0.7797 Epoch 417/500 718/718 [==============================] - 1s 839us/step - loss: 0.4604 - accuracy: 0.7818 Epoch 418/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4608 - accuracy: 0.7786 Epoch 419/500 718/718 [==============================] - 1s 962us/step - loss: 0.4608 - accuracy: 0.7807 Epoch 420/500 718/718 [==============================] - 1s 900us/step - loss: 0.4611 - accuracy: 0.7803 Epoch 421/500 718/718 [==============================] - 1s 948us/step - loss: 0.4600 - accuracy: 0.7771 Epoch 422/500 718/718 [==============================] - 1s 917us/step - loss: 0.4604 - accuracy: 0.7802 Epoch 423/500 718/718 [==============================] - 1s 896us/step - loss: 0.4607 - accuracy: 0.7808 Epoch 424/500 718/718 [==============================] - 1s 832us/step - loss: 0.4603 - accuracy: 0.7795 Epoch 425/500 718/718 [==============================] - 1s 824us/step - loss: 0.4610 - accuracy: 0.7811 Epoch 426/500 718/718 [==============================] - 1s 893us/step - loss: 0.4606 - accuracy: 0.7789 Epoch 427/500 718/718 [==============================] - 1s 921us/step - loss: 0.4597 - accuracy: 0.7817 Epoch 428/500 718/718 [==============================] - 1s 889us/step - loss: 0.4604 - accuracy: 0.7793 Epoch 429/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4602 - accuracy: 0.7832 Epoch 430/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4591 - accuracy: 0.7809 Epoch 431/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7817 Epoch 432/500 718/718 [==============================] - 1s 809us/step - loss: 0.4591 - accuracy: 0.7822 Epoch 433/500 718/718 [==============================] - 1s 855us/step - loss: 0.4593 - accuracy: 0.7800 Epoch 434/500 718/718 [==============================] - 1s 897us/step - loss: 0.4586 - accuracy: 0.7830 Epoch 435/500 718/718 [==============================] - 1s 847us/step - loss: 0.4598 - accuracy: 0.7820 Epoch 436/500 718/718 [==============================] - 1s 834us/step - loss: 0.4593 - accuracy: 0.7816 Epoch 437/500 718/718 [==============================] - 1s 929us/step - loss: 0.4596 - accuracy: 0.7802 Epoch 438/500 718/718 [==============================] - 1s 950us/step - loss: 0.4592 - accuracy: 0.78410s - loss: 0.4559 - ac Epoch 439/500 718/718 [==============================] - 1s 870us/step - loss: 0.4585 - accuracy: 0.7831 Epoch 440/500 718/718 [==============================] - 1s 868us/step - loss: 0.4586 - accuracy: 0.7852 Epoch 441/500 718/718 [==============================] - 1s 801us/step - loss: 0.4590 - accuracy: 0.7834 Epoch 442/500 718/718 [==============================] - 1s 824us/step - loss: 0.4588 - accuracy: 0.7819 Epoch 443/500 718/718 [==============================] - 1s 807us/step - loss: 0.4581 - accuracy: 0.7839 Epoch 444/500 718/718 [==============================] - 1s 802us/step - loss: 0.4578 - accuracy: 0.7837 Epoch 445/500 718/718 [==============================] - 1s 838us/step - loss: 0.4580 - accuracy: 0.7849 Epoch 446/500 718/718 [==============================] - 1s 796us/step - loss: 0.4573 - accuracy: 0.7847 Epoch 447/500 718/718 [==============================] - 1s 824us/step - loss: 0.4576 - accuracy: 0.7841 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4572 - accuracy: 0.7859 Epoch 449/500 718/718 [==============================] - 1s 851us/step - loss: 0.4572 - accuracy: 0.7857 Epoch 450/500 718/718 [==============================] - 1s 818us/step - loss: 0.4567 - accuracy: 0.7854 Epoch 451/500 718/718 [==============================] - 1s 805us/step - loss: 0.4569 - accuracy: 0.7866 Epoch 452/500 718/718 [==============================] - 1s 813us/step - loss: 0.4562 - accuracy: 0.7846 Epoch 453/500 718/718 [==============================] - 1s 821us/step - loss: 0.4569 - accuracy: 0.7874 Epoch 454/500 718/718 [==============================] - 1s 806us/step - loss: 0.4559 - accuracy: 0.7861 Epoch 455/500 718/718 [==============================] - 1s 807us/step - loss: 0.4554 - accuracy: 0.7891 Epoch 456/500 718/718 [==============================] - 1s 806us/step - loss: 0.4554 - accuracy: 0.7868 Epoch 457/500 718/718 [==============================] - 1s 824us/step - loss: 0.4556 - accuracy: 0.7881 Epoch 458/500 718/718 [==============================] - 1s 798us/step - loss: 0.4552 - accuracy: 0.7859 Epoch 459/500 718/718 [==============================] - 1s 835us/step - loss: 0.4532 - accuracy: 0.7894 Epoch 460/500 718/718 [==============================] - 1s 841us/step - loss: 0.4532 - accuracy: 0.7902 Epoch 461/500 718/718 [==============================] - 1s 795us/step - loss: 0.4512 - accuracy: 0.7897 Epoch 462/500 718/718 [==============================] - 1s 846us/step - loss: 0.4511 - accuracy: 0.7908 Epoch 463/500 718/718 [==============================] - 1s 795us/step - loss: 0.4493 - accuracy: 0.7897 Epoch 464/500 718/718 [==============================] - 1s 895us/step - loss: 0.4484 - accuracy: 0.7923 Epoch 465/500 718/718 [==============================] - 1s 838us/step - loss: 0.4472 - accuracy: 0.7903 Epoch 466/500 718/718 [==============================] - 1s 802us/step - loss: 0.4466 - accuracy: 0.7929 Epoch 467/500 718/718 [==============================] - 1s 877us/step - loss: 0.4447 - accuracy: 0.7947 Epoch 468/500 718/718 [==============================] - 1s 794us/step - loss: 0.4447 - accuracy: 0.7930 Epoch 469/500 718/718 [==============================] - 1s 824us/step - loss: 0.4425 - accuracy: 0.7956 Epoch 470/500 718/718 [==============================] - 1s 830us/step - loss: 0.4412 - accuracy: 0.7959 Epoch 471/500 718/718 [==============================] - 1s 814us/step - loss: 0.4390 - accuracy: 0.7945 Epoch 472/500 718/718 [==============================] - 1s 845us/step - loss: 0.4374 - accuracy: 0.79960s - loss: 0.4418 Epoch 473/500 718/718 [==============================] - 1s 807us/step - loss: 0.4357 - accuracy: 0.7993 Epoch 474/500 718/718 [==============================] - 1s 805us/step - loss: 0.4345 - accuracy: 0.8017 Epoch 475/500 718/718 [==============================] - 1s 811us/step - loss: 0.4331 - accuracy: 0.7995 Epoch 476/500 718/718 [==============================] - 1s 813us/step - loss: 0.4321 - accuracy: 0.7996 Epoch 477/500 718/718 [==============================] - 1s 809us/step - loss: 0.4302 - accuracy: 0.7988 Epoch 478/500 718/718 [==============================] - 1s 797us/step - loss: 0.4292 - accuracy: 0.8006 Epoch 479/500 718/718 [==============================] - 1s 808us/step - loss: 0.4289 - accuracy: 0.8020 Epoch 480/500 718/718 [==============================] - 1s 812us/step - loss: 0.4287 - accuracy: 0.8007 Epoch 481/500 718/718 [==============================] - 1s 799us/step - loss: 0.4280 - accuracy: 0.8008 Epoch 482/500 718/718 [==============================] - 1s 818us/step - loss: 0.4277 - accuracy: 0.8009 Epoch 483/500 718/718 [==============================] - 1s 794us/step - loss: 0.4271 - accuracy: 0.7986 Epoch 484/500 718/718 [==============================] - 1s 818us/step - loss: 0.4254 - accuracy: 0.7997 Epoch 485/500 718/718 [==============================] - 1s 795us/step - loss: 0.4256 - accuracy: 0.8001 Epoch 486/500 718/718 [==============================] - 1s 802us/step - loss: 0.4263 - accuracy: 0.8022 Epoch 487/500 718/718 [==============================] - 1s 812us/step - loss: 0.4248 - accuracy: 0.8003 Epoch 488/500 718/718 [==============================] - 1s 800us/step - loss: 0.4255 - accuracy: 0.7993 Epoch 489/500 718/718 [==============================] - 1s 816us/step - loss: 0.4249 - accuracy: 0.7983 Epoch 490/500 718/718 [==============================] - 1s 791us/step - loss: 0.4250 - accuracy: 0.7986 Epoch 491/500 718/718 [==============================] - 1s 832us/step - loss: 0.4238 - accuracy: 0.7999 Epoch 492/500 718/718 [==============================] - 1s 801us/step - loss: 0.4245 - accuracy: 0.8003 Epoch 493/500 718/718 [==============================] - 1s 814us/step - loss: 0.4245 - accuracy: 0.8005 Epoch 494/500 718/718 [==============================] - 1s 817us/step - loss: 0.4253 - accuracy: 0.7997 Epoch 495/500 718/718 [==============================] - 1s 797us/step - loss: 0.4239 - accuracy: 0.7994 Epoch 496/500 718/718 [==============================] - 1s 824us/step - loss: 0.4238 - accuracy: 0.7981 Epoch 497/500 718/718 [==============================] - 1s 804us/step - loss: 0.4234 - accuracy: 0.7978 Epoch 498/500 718/718 [==============================] - 1s 797us/step - loss: 0.4236 - accuracy: 0.8010 Epoch 499/500 718/718 [==============================] - 1s 809us/step - loss: 0.4233 - accuracy: 0.8003 Epoch 500/500 718/718 [==============================] - 1s 799us/step - loss: 0.4238 - accuracy: 0.7986 Epoch 1/500 718/718 [==============================] - 1s 834us/step - loss: 0.6889 - accuracy: 0.5549 Epoch 2/500 718/718 [==============================] - 1s 858us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 837us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 843us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 858us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 833us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 863us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 883us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 854us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 873us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 840us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 854us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 859us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 838us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 851us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 838us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 858us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 846us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 874us/step - loss: 0.6858 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 849us/step - loss: 0.6848 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 838us/step - loss: 0.6823 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 852us/step - loss: 0.6758 - accuracy: 0.5556 Epoch 23/500 718/718 [==============================] - 1s 867us/step - loss: 0.6565 - accuracy: 0.6429 Epoch 24/500 718/718 [==============================] - 1s 847us/step - loss: 0.6157 - accuracy: 0.7156 Epoch 25/500 718/718 [==============================] - 1s 868us/step - loss: 0.5811 - accuracy: 0.7231 Epoch 26/500 718/718 [==============================] - 1s 841us/step - loss: 0.5663 - accuracy: 0.7272 Epoch 27/500 718/718 [==============================] - 1s 827us/step - loss: 0.5572 - accuracy: 0.7285 Epoch 28/500 718/718 [==============================] - 1s 998us/step - loss: 0.5466 - accuracy: 0.7360 Epoch 29/500 718/718 [==============================] - 1s 804us/step - loss: 0.5339 - accuracy: 0.7461 Epoch 30/500 718/718 [==============================] - 1s 850us/step - loss: 0.5214 - accuracy: 0.7521 Epoch 31/500 718/718 [==============================] - 1s 802us/step - loss: 0.5094 - accuracy: 0.7565 Epoch 32/500 718/718 [==============================] - 1s 791us/step - loss: 0.4980 - accuracy: 0.7648 Epoch 33/500 718/718 [==============================] - 1s 802us/step - loss: 0.4900 - accuracy: 0.7690 Epoch 34/500 718/718 [==============================] - 1s 783us/step - loss: 0.4825 - accuracy: 0.7717 Epoch 35/500 718/718 [==============================] - 1s 812us/step - loss: 0.4760 - accuracy: 0.7742 Epoch 36/500 718/718 [==============================] - 1s 789us/step - loss: 0.4701 - accuracy: 0.7780 Epoch 37/500 718/718 [==============================] - 1s 889us/step - loss: 0.4652 - accuracy: 0.7808 Epoch 38/500 718/718 [==============================] - 1s 810us/step - loss: 0.4600 - accuracy: 0.7839 Epoch 39/500 718/718 [==============================] - 1s 787us/step - loss: 0.4573 - accuracy: 0.7819 Epoch 40/500 718/718 [==============================] - 1s 814us/step - loss: 0.4550 - accuracy: 0.7868 Epoch 41/500 718/718 [==============================] - 1s 783us/step - loss: 0.4525 - accuracy: 0.7877 Epoch 42/500 718/718 [==============================] - 1s 821us/step - loss: 0.4520 - accuracy: 0.7879 Epoch 43/500 718/718 [==============================] - 1s 792us/step - loss: 0.4503 - accuracy: 0.7875 Epoch 44/500 718/718 [==============================] - 1s 786us/step - loss: 0.4491 - accuracy: 0.7901 Epoch 45/500 718/718 [==============================] - 1s 877us/step - loss: 0.4488 - accuracy: 0.7869 Epoch 46/500 718/718 [==============================] - 1s 802us/step - loss: 0.4475 - accuracy: 0.7889 Epoch 47/500 718/718 [==============================] - 1s 821us/step - loss: 0.4469 - accuracy: 0.7908 Epoch 48/500 718/718 [==============================] - 1s 806us/step - loss: 0.4466 - accuracy: 0.7879 Epoch 49/500 718/718 [==============================] - 1s 792us/step - loss: 0.4454 - accuracy: 0.7918 Epoch 50/500 718/718 [==============================] - 1s 819us/step - loss: 0.4456 - accuracy: 0.7907 Epoch 51/500 718/718 [==============================] - 1s 800us/step - loss: 0.4444 - accuracy: 0.7915 Epoch 52/500 718/718 [==============================] - 1s 810us/step - loss: 0.4443 - accuracy: 0.7902 Epoch 53/500 718/718 [==============================] - 1s 800us/step - loss: 0.4439 - accuracy: 0.7903 Epoch 54/500 718/718 [==============================] - 1s 824us/step - loss: 0.4439 - accuracy: 0.7893 Epoch 55/500 718/718 [==============================] - 1s 810us/step - loss: 0.4431 - accuracy: 0.7908 Epoch 56/500 718/718 [==============================] - 1s 797us/step - loss: 0.4427 - accuracy: 0.7926 Epoch 57/500 718/718 [==============================] - 1s 910us/step - loss: 0.4429 - accuracy: 0.7899 Epoch 58/500 718/718 [==============================] - 1s 800us/step - loss: 0.4426 - accuracy: 0.7910 Epoch 59/500 718/718 [==============================] - 1s 823us/step - loss: 0.4419 - accuracy: 0.7942 Epoch 60/500 718/718 [==============================] - 1s 829us/step - loss: 0.4419 - accuracy: 0.7904 Epoch 61/500 718/718 [==============================] - 1s 796us/step - loss: 0.4414 - accuracy: 0.7932 Epoch 62/500 718/718 [==============================] - 1s 806us/step - loss: 0.4413 - accuracy: 0.7934 Epoch 63/500 718/718 [==============================] - 1s 797us/step - loss: 0.4413 - accuracy: 0.7897 Epoch 64/500 718/718 [==============================] - 1s 819us/step - loss: 0.4404 - accuracy: 0.7926 Epoch 65/500 718/718 [==============================] - 1s 810us/step - loss: 0.4414 - accuracy: 0.7913 Epoch 66/500 718/718 [==============================] - 1s 794us/step - loss: 0.4401 - accuracy: 0.7936 Epoch 67/500 718/718 [==============================] - 1s 808us/step - loss: 0.4398 - accuracy: 0.7938 Epoch 68/500 718/718 [==============================] - 1s 799us/step - loss: 0.4402 - accuracy: 0.7938 Epoch 69/500 718/718 [==============================] - 1s 827us/step - loss: 0.4404 - accuracy: 0.7942 Epoch 70/500 718/718 [==============================] - 1s 798us/step - loss: 0.4400 - accuracy: 0.7914 Epoch 71/500 718/718 [==============================] - 1s 813us/step - loss: 0.4397 - accuracy: 0.7915 Epoch 72/500 718/718 [==============================] - 1s 799us/step - loss: 0.4404 - accuracy: 0.7934 Epoch 73/500 718/718 [==============================] - 1s 800us/step - loss: 0.4395 - accuracy: 0.7926 Epoch 74/500 718/718 [==============================] - 1s 814us/step - loss: 0.4398 - accuracy: 0.79190s - loss: 0.4441 - accu Epoch 75/500 718/718 [==============================] - 1s 835us/step - loss: 0.4393 - accuracy: 0.7910 Epoch 76/500 718/718 [==============================] - 1s 856us/step - loss: 0.4403 - accuracy: 0.7946 Epoch 77/500 718/718 [==============================] - 1s 811us/step - loss: 0.4395 - accuracy: 0.7944 Epoch 78/500 718/718 [==============================] - 1s 791us/step - loss: 0.4392 - accuracy: 0.7942 Epoch 79/500 718/718 [==============================] - 1s 805us/step - loss: 0.4401 - accuracy: 0.7922 Epoch 80/500 718/718 [==============================] - 1s 822us/step - loss: 0.4392 - accuracy: 0.7928 Epoch 81/500 718/718 [==============================] - 1s 814us/step - loss: 0.4390 - accuracy: 0.7912 Epoch 82/500 718/718 [==============================] - 1s 816us/step - loss: 0.4381 - accuracy: 0.7927 Epoch 83/500 718/718 [==============================] - 1s 822us/step - loss: 0.4391 - accuracy: 0.7922 Epoch 84/500 718/718 [==============================] - 1s 835us/step - loss: 0.4392 - accuracy: 0.7963 Epoch 85/500 718/718 [==============================] - 1s 812us/step - loss: 0.4390 - accuracy: 0.7922 Epoch 86/500 718/718 [==============================] - 1s 820us/step - loss: 0.4391 - accuracy: 0.7958 Epoch 87/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4386 - accuracy: 0.7953 Epoch 88/500 718/718 [==============================] - 1s 807us/step - loss: 0.4394 - accuracy: 0.7914 Epoch 89/500 718/718 [==============================] - 1s 815us/step - loss: 0.4391 - accuracy: 0.7942 Epoch 90/500 718/718 [==============================] - 1s 798us/step - loss: 0.4388 - accuracy: 0.7936 Epoch 91/500 718/718 [==============================] - 1s 815us/step - loss: 0.4386 - accuracy: 0.7936 Epoch 92/500 718/718 [==============================] - 1s 817us/step - loss: 0.4390 - accuracy: 0.7949 Epoch 93/500 718/718 [==============================] - 1s 807us/step - loss: 0.4388 - accuracy: 0.7913 Epoch 94/500 718/718 [==============================] - 1s 801us/step - loss: 0.4380 - accuracy: 0.7936 Epoch 95/500 718/718 [==============================] - 1s 800us/step - loss: 0.4382 - accuracy: 0.7941 Epoch 96/500 718/718 [==============================] - 1s 804us/step - loss: 0.4383 - accuracy: 0.7954 Epoch 97/500 718/718 [==============================] - 1s 795us/step - loss: 0.4389 - accuracy: 0.7948 Epoch 98/500 718/718 [==============================] - 1s 826us/step - loss: 0.4387 - accuracy: 0.7917 Epoch 99/500 718/718 [==============================] - 1s 807us/step - loss: 0.4389 - accuracy: 0.7919 Epoch 100/500 718/718 [==============================] - 1s 793us/step - loss: 0.4380 - accuracy: 0.7910 Epoch 101/500 718/718 [==============================] - 1s 817us/step - loss: 0.4385 - accuracy: 0.79420s - loss: 0.4400 - accura Epoch 102/500 718/718 [==============================] - 1s 791us/step - loss: 0.4381 - accuracy: 0.7936 Epoch 103/500 718/718 [==============================] - 1s 811us/step - loss: 0.4378 - accuracy: 0.7933 Epoch 104/500 718/718 [==============================] - 1s 819us/step - loss: 0.4383 - accuracy: 0.7923 Epoch 105/500 718/718 [==============================] - 1s 792us/step - loss: 0.4389 - accuracy: 0.7934 Epoch 106/500 718/718 [==============================] - 1s 818us/step - loss: 0.4379 - accuracy: 0.7931 Epoch 107/500 718/718 [==============================] - 1s 800us/step - loss: 0.4376 - accuracy: 0.7932 Epoch 108/500 718/718 [==============================] - 1s 808us/step - loss: 0.4376 - accuracy: 0.7947 Epoch 109/500 718/718 [==============================] - 1s 797us/step - loss: 0.4373 - accuracy: 0.7933 Epoch 110/500 718/718 [==============================] - 1s 820us/step - loss: 0.4374 - accuracy: 0.7932 Epoch 111/500 718/718 [==============================] - 1s 806us/step - loss: 0.4380 - accuracy: 0.7947 Epoch 112/500 718/718 [==============================] - 1s 801us/step - loss: 0.4373 - accuracy: 0.7952 Epoch 113/500 718/718 [==============================] - 1s 814us/step - loss: 0.4372 - accuracy: 0.7949 Epoch 114/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7959 Epoch 115/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4377 - accuracy: 0.7958 Epoch 116/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4375 - accuracy: 0.7918 Epoch 117/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7936 Epoch 118/500 718/718 [==============================] - 1s 962us/step - loss: 0.4374 - accuracy: 0.7953 Epoch 119/500 718/718 [==============================] - 1s 972us/step - loss: 0.4374 - accuracy: 0.7939 Epoch 120/500 718/718 [==============================] - 1s 865us/step - loss: 0.4378 - accuracy: 0.7962 Epoch 121/500 718/718 [==============================] - 1s 830us/step - loss: 0.4366 - accuracy: 0.7948 Epoch 122/500 718/718 [==============================] - 1s 793us/step - loss: 0.4375 - accuracy: 0.7958 Epoch 123/500 718/718 [==============================] - 1s 903us/step - loss: 0.4370 - accuracy: 0.7936 Epoch 124/500 718/718 [==============================] - 1s 901us/step - loss: 0.4380 - accuracy: 0.7929 Epoch 125/500 718/718 [==============================] - 1s 870us/step - loss: 0.4365 - accuracy: 0.7940 Epoch 126/500 718/718 [==============================] - 1s 809us/step - loss: 0.4373 - accuracy: 0.7929 Epoch 127/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7944: 0s - loss: 0.4375 - accuracy: 0. Epoch 128/500 718/718 [==============================] - 1s 883us/step - loss: 0.4372 - accuracy: 0.7930 Epoch 129/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7949: 0s - loss: Epoch 130/500 718/718 [==============================] - 1s 808us/step - loss: 0.4369 - accuracy: 0.79450s - loss: 0.4352 - ac Epoch 131/500 718/718 [==============================] - 1s 876us/step - loss: 0.4370 - accuracy: 0.7942 Epoch 132/500 718/718 [==============================] - 1s 904us/step - loss: 0.4370 - accuracy: 0.7952 Epoch 133/500 718/718 [==============================] - 1s 807us/step - loss: 0.4368 - accuracy: 0.7959 Epoch 134/500 718/718 [==============================] - 1s 871us/step - loss: 0.4371 - accuracy: 0.7956 Epoch 135/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7936 Epoch 136/500 718/718 [==============================] - 1s 812us/step - loss: 0.4372 - accuracy: 0.7936 Epoch 137/500 718/718 [==============================] - 1s 847us/step - loss: 0.4361 - accuracy: 0.7948 Epoch 138/500 718/718 [==============================] - 1s 910us/step - loss: 0.4370 - accuracy: 0.7963 Epoch 139/500 718/718 [==============================] - 1s 825us/step - loss: 0.4368 - accuracy: 0.7967 Epoch 140/500 718/718 [==============================] - 1s 841us/step - loss: 0.4365 - accuracy: 0.7936 Epoch 141/500 718/718 [==============================] - 1s 807us/step - loss: 0.4366 - accuracy: 0.7944 Epoch 142/500 718/718 [==============================] - 1s 826us/step - loss: 0.4362 - accuracy: 0.7957 Epoch 143/500 718/718 [==============================] - 1s 819us/step - loss: 0.4370 - accuracy: 0.7949 Epoch 144/500 718/718 [==============================] - 1s 804us/step - loss: 0.4362 - accuracy: 0.7940 Epoch 145/500 718/718 [==============================] - 1s 818us/step - loss: 0.4362 - accuracy: 0.7939 Epoch 146/500 718/718 [==============================] - 1s 816us/step - loss: 0.4357 - accuracy: 0.7941 Epoch 147/500 718/718 [==============================] - 1s 822us/step - loss: 0.4366 - accuracy: 0.7937 Epoch 148/500 718/718 [==============================] - 1s 972us/step - loss: 0.4358 - accuracy: 0.7954 Epoch 149/500 718/718 [==============================] - 1s 802us/step - loss: 0.4361 - accuracy: 0.7951 Epoch 150/500 718/718 [==============================] - 1s 844us/step - loss: 0.4363 - accuracy: 0.7926 Epoch 151/500 718/718 [==============================] - 1s 807us/step - loss: 0.4360 - accuracy: 0.7923 Epoch 152/500 718/718 [==============================] - 1s 823us/step - loss: 0.4362 - accuracy: 0.7943 Epoch 153/500 718/718 [==============================] - 1s 813us/step - loss: 0.4356 - accuracy: 0.7941 Epoch 154/500 718/718 [==============================] - 1s 806us/step - loss: 0.4364 - accuracy: 0.7942 Epoch 155/500 718/718 [==============================] - 1s 821us/step - loss: 0.4364 - accuracy: 0.7947 Epoch 156/500 718/718 [==============================] - 1s 809us/step - loss: 0.4353 - accuracy: 0.79530s - loss: 0.4327 - accuracy: Epoch 157/500 718/718 [==============================] - 1s 835us/step - loss: 0.4358 - accuracy: 0.7957 Epoch 158/500 718/718 [==============================] - 1s 803us/step - loss: 0.4352 - accuracy: 0.7964 Epoch 159/500 718/718 [==============================] - 1s 864us/step - loss: 0.4357 - accuracy: 0.7951 Epoch 160/500 718/718 [==============================] - 1s 822us/step - loss: 0.4353 - accuracy: 0.7976 Epoch 161/500 718/718 [==============================] - 1s 805us/step - loss: 0.4361 - accuracy: 0.7939 Epoch 162/500 718/718 [==============================] - 1s 829us/step - loss: 0.4355 - accuracy: 0.7927 Epoch 163/500 718/718 [==============================] - 1s 803us/step - loss: 0.4361 - accuracy: 0.7951 Epoch 164/500 718/718 [==============================] - 1s 821us/step - loss: 0.4355 - accuracy: 0.7948 Epoch 165/500 718/718 [==============================] - 1s 816us/step - loss: 0.4350 - accuracy: 0.7981 Epoch 166/500 718/718 [==============================] - 1s 819us/step - loss: 0.4346 - accuracy: 0.79560s - loss: 0.4239 - ac Epoch 167/500 718/718 [==============================] - 1s 825us/step - loss: 0.4355 - accuracy: 0.7950 Epoch 168/500 718/718 [==============================] - 1s 828us/step - loss: 0.4344 - accuracy: 0.7970 Epoch 169/500 718/718 [==============================] - 1s 857us/step - loss: 0.4347 - accuracy: 0.7946 Epoch 170/500 718/718 [==============================] - 1s 819us/step - loss: 0.4354 - accuracy: 0.7958 Epoch 171/500 718/718 [==============================] - 1s 809us/step - loss: 0.4350 - accuracy: 0.7966 Epoch 172/500 718/718 [==============================] - 1s 819us/step - loss: 0.4351 - accuracy: 0.7956 Epoch 173/500 718/718 [==============================] - 1s 815us/step - loss: 0.4340 - accuracy: 0.7950 Epoch 174/500 718/718 [==============================] - 1s 829us/step - loss: 0.4339 - accuracy: 0.7941 Epoch 175/500 718/718 [==============================] - 1s 806us/step - loss: 0.4344 - accuracy: 0.7929 Epoch 176/500 718/718 [==============================] - 1s 815us/step - loss: 0.4343 - accuracy: 0.7932 Epoch 177/500 718/718 [==============================] - 1s 811us/step - loss: 0.4340 - accuracy: 0.7946 Epoch 178/500 718/718 [==============================] - 1s 802us/step - loss: 0.4339 - accuracy: 0.7958 Epoch 179/500 718/718 [==============================] - 1s 831us/step - loss: 0.4336 - accuracy: 0.7979 Epoch 180/500 718/718 [==============================] - 1s 803us/step - loss: 0.4338 - accuracy: 0.7963 Epoch 181/500 718/718 [==============================] - 1s 816us/step - loss: 0.4331 - accuracy: 0.7985 Epoch 182/500 718/718 [==============================] - 1s 815us/step - loss: 0.4329 - accuracy: 0.7994 Epoch 183/500 718/718 [==============================] - 1s 799us/step - loss: 0.4325 - accuracy: 0.7949 Epoch 184/500 718/718 [==============================] - 1s 812us/step - loss: 0.4328 - accuracy: 0.7961 Epoch 185/500 718/718 [==============================] - 1s 802us/step - loss: 0.4334 - accuracy: 0.7950 Epoch 186/500 718/718 [==============================] - 1s 825us/step - loss: 0.4326 - accuracy: 0.7965 Epoch 187/500 718/718 [==============================] - 1s 827us/step - loss: 0.4323 - accuracy: 0.7978 Epoch 188/500 718/718 [==============================] - 1s 804us/step - loss: 0.4328 - accuracy: 0.7975 Epoch 189/500 718/718 [==============================] - 1s 816us/step - loss: 0.4329 - accuracy: 0.7950 Epoch 190/500 718/718 [==============================] - 1s 803us/step - loss: 0.4324 - accuracy: 0.7954 Epoch 191/500 718/718 [==============================] - 1s 828us/step - loss: 0.4324 - accuracy: 0.7970 Epoch 192/500 718/718 [==============================] - 1s 799us/step - loss: 0.4322 - accuracy: 0.7977 Epoch 193/500 718/718 [==============================] - 1s 827us/step - loss: 0.4326 - accuracy: 0.7964 Epoch 194/500 718/718 [==============================] - 1s 905us/step - loss: 0.4329 - accuracy: 0.7950 Epoch 195/500 718/718 [==============================] - 1s 797us/step - loss: 0.4322 - accuracy: 0.7956 Epoch 196/500 718/718 [==============================] - 1s 894us/step - loss: 0.4325 - accuracy: 0.7963 Epoch 197/500 718/718 [==============================] - 1s 848us/step - loss: 0.4315 - accuracy: 0.7975 Epoch 198/500 718/718 [==============================] - 1s 963us/step - loss: 0.4324 - accuracy: 0.7970 Epoch 199/500 718/718 [==============================] - 1s 828us/step - loss: 0.4315 - accuracy: 0.7979 Epoch 200/500 718/718 [==============================] - 1s 803us/step - loss: 0.4319 - accuracy: 0.7947 Epoch 201/500 718/718 [==============================] - 1s 820us/step - loss: 0.4318 - accuracy: 0.7977 Epoch 202/500 718/718 [==============================] - 1s 810us/step - loss: 0.4312 - accuracy: 0.7966 Epoch 203/500 718/718 [==============================] - 1s 803us/step - loss: 0.4318 - accuracy: 0.7983 Epoch 204/500 718/718 [==============================] - 1s 813us/step - loss: 0.4315 - accuracy: 0.7969 Epoch 205/500 718/718 [==============================] - 1s 803us/step - loss: 0.4322 - accuracy: 0.7977 Epoch 206/500 718/718 [==============================] - 1s 817us/step - loss: 0.4312 - accuracy: 0.7971 Epoch 207/500 718/718 [==============================] - 1s 814us/step - loss: 0.4313 - accuracy: 0.7972 Epoch 208/500 718/718 [==============================] - 1s 810us/step - loss: 0.4315 - accuracy: 0.7968 Epoch 209/500 718/718 [==============================] - 1s 889us/step - loss: 0.4319 - accuracy: 0.79640s - loss: 0.4257 - ac Epoch 210/500 718/718 [==============================] - 1s 859us/step - loss: 0.4316 - accuracy: 0.7960 Epoch 211/500 718/718 [==============================] - 1s 866us/step - loss: 0.4308 - accuracy: 0.7950 Epoch 212/500 718/718 [==============================] - 1s 808us/step - loss: 0.4307 - accuracy: 0.7956 Epoch 213/500 718/718 [==============================] - 1s 809us/step - loss: 0.4315 - accuracy: 0.7947 Epoch 214/500 718/718 [==============================] - 1s 817us/step - loss: 0.4313 - accuracy: 0.7969 Epoch 215/500 718/718 [==============================] - 1s 812us/step - loss: 0.4311 - accuracy: 0.7956 Epoch 216/500 718/718 [==============================] - 1s 846us/step - loss: 0.4314 - accuracy: 0.7977 Epoch 217/500 718/718 [==============================] - 1s 817us/step - loss: 0.4313 - accuracy: 0.7966 Epoch 218/500 718/718 [==============================] - 1s 814us/step - loss: 0.4305 - accuracy: 0.7982 Epoch 219/500 718/718 [==============================] - 1s 817us/step - loss: 0.4310 - accuracy: 0.7980 Epoch 220/500 718/718 [==============================] - 1s 796us/step - loss: 0.4312 - accuracy: 0.7970 Epoch 221/500 718/718 [==============================] - 1s 817us/step - loss: 0.4302 - accuracy: 0.7988 Epoch 222/500 718/718 [==============================] - 1s 803us/step - loss: 0.4310 - accuracy: 0.7974 Epoch 223/500 718/718 [==============================] - 1s 831us/step - loss: 0.4303 - accuracy: 0.7969 Epoch 224/500 718/718 [==============================] - 1s 816us/step - loss: 0.4308 - accuracy: 0.7959 Epoch 225/500 718/718 [==============================] - 1s 814us/step - loss: 0.4305 - accuracy: 0.7976 Epoch 226/500 718/718 [==============================] - 1s 809us/step - loss: 0.4303 - accuracy: 0.79830s - loss: 0.4325 - ac Epoch 227/500 718/718 [==============================] - 1s 797us/step - loss: 0.4301 - accuracy: 0.7980 Epoch 228/500 718/718 [==============================] - 1s 818us/step - loss: 0.4303 - accuracy: 0.7984 Epoch 229/500 718/718 [==============================] - 1s 821us/step - loss: 0.4294 - accuracy: 0.7987 Epoch 230/500 718/718 [==============================] - 1s 802us/step - loss: 0.4302 - accuracy: 0.7954 Epoch 231/500 718/718 [==============================] - 1s 817us/step - loss: 0.4303 - accuracy: 0.8000 Epoch 232/500 718/718 [==============================] - 1s 797us/step - loss: 0.4306 - accuracy: 0.7969 Epoch 233/500 718/718 [==============================] - 1s 819us/step - loss: 0.4302 - accuracy: 0.7997 Epoch 234/500 718/718 [==============================] - 1s 820us/step - loss: 0.4299 - accuracy: 0.7995 Epoch 235/500 718/718 [==============================] - 1s 804us/step - loss: 0.4297 - accuracy: 0.7960 Epoch 236/500 718/718 [==============================] - 1s 811us/step - loss: 0.4297 - accuracy: 0.7972 Epoch 237/500 718/718 [==============================] - 1s 808us/step - loss: 0.4300 - accuracy: 0.7981 Epoch 238/500 718/718 [==============================] - 1s 811us/step - loss: 0.4303 - accuracy: 0.7983 Epoch 239/500 718/718 [==============================] - 1s 796us/step - loss: 0.4297 - accuracy: 0.7977 Epoch 240/500 718/718 [==============================] - 1s 817us/step - loss: 0.4296 - accuracy: 0.7966 Epoch 241/500 718/718 [==============================] - 1s 857us/step - loss: 0.4297 - accuracy: 0.7979 Epoch 242/500 718/718 [==============================] - 1s 814us/step - loss: 0.4298 - accuracy: 0.7988 Epoch 243/500 718/718 [==============================] - 1s 819us/step - loss: 0.4300 - accuracy: 0.7989 Epoch 244/500 718/718 [==============================] - 1s 802us/step - loss: 0.4294 - accuracy: 0.7982 Epoch 245/500 718/718 [==============================] - 1s 802us/step - loss: 0.4295 - accuracy: 0.7976 Epoch 246/500 718/718 [==============================] - 1s 797us/step - loss: 0.4299 - accuracy: 0.8000 Epoch 247/500 718/718 [==============================] - 1s 814us/step - loss: 0.4297 - accuracy: 0.7963 Epoch 248/500 718/718 [==============================] - 1s 814us/step - loss: 0.4298 - accuracy: 0.7980 Epoch 249/500 718/718 [==============================] - 1s 798us/step - loss: 0.4299 - accuracy: 0.7991 Epoch 250/500 718/718 [==============================] - 1s 943us/step - loss: 0.4300 - accuracy: 0.7994 Epoch 251/500 718/718 [==============================] - 1s 922us/step - loss: 0.4298 - accuracy: 0.7997 Epoch 252/500 718/718 [==============================] - 1s 799us/step - loss: 0.4302 - accuracy: 0.7984 Epoch 253/500 718/718 [==============================] - 1s 824us/step - loss: 0.4297 - accuracy: 0.7976 Epoch 254/500 718/718 [==============================] - 1s 899us/step - loss: 0.4291 - accuracy: 0.7990 Epoch 255/500 718/718 [==============================] - 1s 828us/step - loss: 0.4296 - accuracy: 0.8007 Epoch 256/500 718/718 [==============================] - 1s 817us/step - loss: 0.4296 - accuracy: 0.7996 Epoch 257/500 718/718 [==============================] - 1s 803us/step - loss: 0.4301 - accuracy: 0.7991 Epoch 258/500 718/718 [==============================] - 1s 824us/step - loss: 0.4297 - accuracy: 0.7987 Epoch 259/500 718/718 [==============================] - 1s 800us/step - loss: 0.4297 - accuracy: 0.7984 Epoch 260/500 718/718 [==============================] - 1s 832us/step - loss: 0.4292 - accuracy: 0.8003 Epoch 261/500 718/718 [==============================] - 1s 805us/step - loss: 0.4294 - accuracy: 0.8004 Epoch 262/500 718/718 [==============================] - 1s 975us/step - loss: 0.4292 - accuracy: 0.8001 Epoch 263/500 718/718 [==============================] - 1s 861us/step - loss: 0.4299 - accuracy: 0.7986 Epoch 264/500 718/718 [==============================] - 1s 792us/step - loss: 0.4294 - accuracy: 0.7978 Epoch 265/500 718/718 [==============================] - 1s 805us/step - loss: 0.4298 - accuracy: 0.7986 Epoch 266/500 718/718 [==============================] - 1s 805us/step - loss: 0.4287 - accuracy: 0.7994 Epoch 267/500 718/718 [==============================] - 1s 799us/step - loss: 0.4294 - accuracy: 0.7988 Epoch 268/500 718/718 [==============================] - 1s 802us/step - loss: 0.4298 - accuracy: 0.7995 Epoch 269/500 718/718 [==============================] - 1s 826us/step - loss: 0.4290 - accuracy: 0.7976 Epoch 270/500 718/718 [==============================] - 1s 797us/step - loss: 0.4287 - accuracy: 0.7981 Epoch 271/500 718/718 [==============================] - 1s 794us/step - loss: 0.4291 - accuracy: 0.7991 Epoch 272/500 718/718 [==============================] - 1s 947us/step - loss: 0.4290 - accuracy: 0.8003 Epoch 273/500 718/718 [==============================] - 1s 856us/step - loss: 0.4290 - accuracy: 0.8007 Epoch 274/500 718/718 [==============================] - 1s 797us/step - loss: 0.4291 - accuracy: 0.79980s - loss: 0.4319 - accu Epoch 275/500 718/718 [==============================] - 1s 797us/step - loss: 0.4292 - accuracy: 0.8001 Epoch 276/500 718/718 [==============================] - 1s 801us/step - loss: 0.4289 - accuracy: 0.7986 Epoch 277/500 718/718 [==============================] - 1s 793us/step - loss: 0.4289 - accuracy: 0.7970 Epoch 278/500 718/718 [==============================] - 1s 835us/step - loss: 0.4290 - accuracy: 0.7995 Epoch 279/500 718/718 [==============================] - 1s 814us/step - loss: 0.4278 - accuracy: 0.7997 Epoch 280/500 718/718 [==============================] - 1s 822us/step - loss: 0.4290 - accuracy: 0.7989 Epoch 281/500 718/718 [==============================] - 1s 826us/step - loss: 0.4279 - accuracy: 0.7979 Epoch 282/500 718/718 [==============================] - 1s 797us/step - loss: 0.4286 - accuracy: 0.7983 Epoch 283/500 718/718 [==============================] - 1s 809us/step - loss: 0.4290 - accuracy: 0.7982 Epoch 284/500 718/718 [==============================] - 1s 810us/step - loss: 0.4289 - accuracy: 0.7977 Epoch 285/500 718/718 [==============================] - 1s 923us/step - loss: 0.4285 - accuracy: 0.7982 Epoch 286/500 718/718 [==============================] - 1s 826us/step - loss: 0.4290 - accuracy: 0.7988 Epoch 287/500 718/718 [==============================] - 1s 814us/step - loss: 0.4284 - accuracy: 0.7980 Epoch 288/500 718/718 [==============================] - 1s 810us/step - loss: 0.4281 - accuracy: 0.7997 Epoch 289/500 718/718 [==============================] - 1s 827us/step - loss: 0.4290 - accuracy: 0.7986 Epoch 290/500 718/718 [==============================] - 1s 831us/step - loss: 0.4285 - accuracy: 0.7990 Epoch 291/500 718/718 [==============================] - 1s 816us/step - loss: 0.4285 - accuracy: 0.7996 Epoch 292/500 718/718 [==============================] - 1s 794us/step - loss: 0.4280 - accuracy: 0.7990 Epoch 293/500 718/718 [==============================] - 1s 804us/step - loss: 0.4286 - accuracy: 0.7996 Epoch 294/500 718/718 [==============================] - 1s 820us/step - loss: 0.4285 - accuracy: 0.8004 Epoch 295/500 718/718 [==============================] - 1s 831us/step - loss: 0.4289 - accuracy: 0.7993 Epoch 296/500 718/718 [==============================] - 1s 875us/step - loss: 0.4287 - accuracy: 0.8003 Epoch 297/500 718/718 [==============================] - 1s 815us/step - loss: 0.4285 - accuracy: 0.7995 Epoch 298/500 718/718 [==============================] - 1s 816us/step - loss: 0.4281 - accuracy: 0.7990 Epoch 299/500 718/718 [==============================] - 1s 802us/step - loss: 0.4283 - accuracy: 0.7990 Epoch 300/500 718/718 [==============================] - 1s 815us/step - loss: 0.4280 - accuracy: 0.80020s - loss: 0.4253 - accura Epoch 301/500 718/718 [==============================] - 1s 811us/step - loss: 0.4286 - accuracy: 0.7999 Epoch 302/500 718/718 [==============================] - 1s 822us/step - loss: 0.4284 - accuracy: 0.7986 Epoch 303/500 718/718 [==============================] - 1s 804us/step - loss: 0.4288 - accuracy: 0.7983 Epoch 304/500 718/718 [==============================] - 1s 826us/step - loss: 0.4287 - accuracy: 0.8010 Epoch 305/500 718/718 [==============================] - 1s 818us/step - loss: 0.4284 - accuracy: 0.7997 Epoch 306/500 718/718 [==============================] - 1s 803us/step - loss: 0.4285 - accuracy: 0.8001 Epoch 307/500 718/718 [==============================] - 1s 822us/step - loss: 0.4294 - accuracy: 0.7976 Epoch 308/500 718/718 [==============================] - 1s 797us/step - loss: 0.4284 - accuracy: 0.7988 Epoch 309/500 718/718 [==============================] - 1s 816us/step - loss: 0.4280 - accuracy: 0.7987 Epoch 310/500 718/718 [==============================] - 1s 815us/step - loss: 0.4279 - accuracy: 0.7990 Epoch 311/500 718/718 [==============================] - 1s 799us/step - loss: 0.4282 - accuracy: 0.8002 Epoch 312/500 718/718 [==============================] - 1s 813us/step - loss: 0.4283 - accuracy: 0.8001 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4285 - accuracy: 0.7987 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7997 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7992: 0s - loss: 0.4285 - accuracy: 0.79 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4280 - accuracy: 0.7983 Epoch 317/500 718/718 [==============================] - 1s 950us/step - loss: 0.4275 - accuracy: 0.8004 Epoch 318/500 718/718 [==============================] - 1s 951us/step - loss: 0.4288 - accuracy: 0.8002 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7985 Epoch 320/500 718/718 [==============================] - 1s 904us/step - loss: 0.4280 - accuracy: 0.7978 Epoch 321/500 718/718 [==============================] - 1s 845us/step - loss: 0.4283 - accuracy: 0.7983 Epoch 322/500 718/718 [==============================] - 1s 836us/step - loss: 0.4283 - accuracy: 0.8003 Epoch 323/500 718/718 [==============================] - 1s 899us/step - loss: 0.4287 - accuracy: 0.7985 Epoch 324/500 718/718 [==============================] - 1s 917us/step - loss: 0.4275 - accuracy: 0.8003 Epoch 325/500 718/718 [==============================] - 1s 818us/step - loss: 0.4283 - accuracy: 0.7987 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7999: 0s - loss: 0.4216 - ac Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.8003 Epoch 328/500 718/718 [==============================] - 1s 821us/step - loss: 0.4285 - accuracy: 0.7998 Epoch 329/500 718/718 [==============================] - 1s 833us/step - loss: 0.4285 - accuracy: 0.7990 Epoch 330/500 718/718 [==============================] - 1s 825us/step - loss: 0.4277 - accuracy: 0.7996 Epoch 331/500 718/718 [==============================] - 1s 921us/step - loss: 0.4286 - accuracy: 0.8003 Epoch 332/500 718/718 [==============================] - 1s 835us/step - loss: 0.4286 - accuracy: 0.7987 Epoch 333/500 718/718 [==============================] - 1s 818us/step - loss: 0.4281 - accuracy: 0.79930s - loss: 0.4267 - accuracy: Epoch 334/500 718/718 [==============================] - 1s 802us/step - loss: 0.4292 - accuracy: 0.7992 Epoch 335/500 718/718 [==============================] - 1s 826us/step - loss: 0.4278 - accuracy: 0.7988 Epoch 336/500 718/718 [==============================] - 1s 821us/step - loss: 0.4287 - accuracy: 0.8018 Epoch 337/500 718/718 [==============================] - 1s 799us/step - loss: 0.4287 - accuracy: 0.7979 Epoch 338/500 718/718 [==============================] - 1s 845us/step - loss: 0.4278 - accuracy: 0.7990 Epoch 339/500 718/718 [==============================] - 1s 802us/step - loss: 0.4278 - accuracy: 0.7996 Epoch 340/500 718/718 [==============================] - 1s 815us/step - loss: 0.4277 - accuracy: 0.7986 Epoch 341/500 718/718 [==============================] - 1s 811us/step - loss: 0.4275 - accuracy: 0.7983 Epoch 342/500 718/718 [==============================] - 1s 802us/step - loss: 0.4283 - accuracy: 0.8002 Epoch 343/500 718/718 [==============================] - 1s 837us/step - loss: 0.4279 - accuracy: 0.7987 Epoch 344/500 718/718 [==============================] - 1s 800us/step - loss: 0.4280 - accuracy: 0.8000 Epoch 345/500 718/718 [==============================] - 1s 852us/step - loss: 0.4276 - accuracy: 0.7984 Epoch 346/500 718/718 [==============================] - 1s 808us/step - loss: 0.4284 - accuracy: 0.7997 Epoch 347/500 718/718 [==============================] - 1s 797us/step - loss: 0.4282 - accuracy: 0.7995 Epoch 348/500 718/718 [==============================] - 1s 809us/step - loss: 0.4280 - accuracy: 0.8024 Epoch 349/500 718/718 [==============================] - 1s 800us/step - loss: 0.4279 - accuracy: 0.7976 Epoch 350/500 718/718 [==============================] - 1s 807us/step - loss: 0.4280 - accuracy: 0.8010 Epoch 351/500 718/718 [==============================] - 1s 840us/step - loss: 0.4282 - accuracy: 0.8036 Epoch 352/500 718/718 [==============================] - 1s 812us/step - loss: 0.4274 - accuracy: 0.7986 Epoch 353/500 718/718 [==============================] - 1s 814us/step - loss: 0.4281 - accuracy: 0.7976 Epoch 354/500 718/718 [==============================] - 1s 802us/step - loss: 0.4285 - accuracy: 0.7989 Epoch 355/500 718/718 [==============================] - 1s 811us/step - loss: 0.4273 - accuracy: 0.7995 Epoch 356/500 718/718 [==============================] - 1s 795us/step - loss: 0.4284 - accuracy: 0.7977 Epoch 357/500 718/718 [==============================] - 1s 831us/step - loss: 0.4283 - accuracy: 0.8003 Epoch 358/500 718/718 [==============================] - 1s 830us/step - loss: 0.4280 - accuracy: 0.8010 Epoch 359/500 718/718 [==============================] - 1s 797us/step - loss: 0.4280 - accuracy: 0.7997 Epoch 360/500 718/718 [==============================] - 1s 815us/step - loss: 0.4277 - accuracy: 0.8007 Epoch 361/500 718/718 [==============================] - 1s 797us/step - loss: 0.4282 - accuracy: 0.7987 Epoch 362/500 718/718 [==============================] - 1s 817us/step - loss: 0.4279 - accuracy: 0.8013 Epoch 363/500 718/718 [==============================] - 1s 819us/step - loss: 0.4280 - accuracy: 0.8021 Epoch 364/500 718/718 [==============================] - 1s 800us/step - loss: 0.4285 - accuracy: 0.7989 Epoch 365/500 718/718 [==============================] - 1s 821us/step - loss: 0.4282 - accuracy: 0.7998 Epoch 366/500 718/718 [==============================] - 1s 810us/step - loss: 0.4285 - accuracy: 0.8001 Epoch 367/500 718/718 [==============================] - 1s 931us/step - loss: 0.4271 - accuracy: 0.8005 Epoch 368/500 718/718 [==============================] - 1s 866us/step - loss: 0.4290 - accuracy: 0.7985 Epoch 369/500 718/718 [==============================] - 1s 803us/step - loss: 0.4280 - accuracy: 0.8009 Epoch 370/500 718/718 [==============================] - 1s 829us/step - loss: 0.4281 - accuracy: 0.7997 Epoch 371/500 718/718 [==============================] - 1s 887us/step - loss: 0.4282 - accuracy: 0.8024 Epoch 372/500 718/718 [==============================] - 1s 817us/step - loss: 0.4277 - accuracy: 0.8019 Epoch 373/500 718/718 [==============================] - 1s 912us/step - loss: 0.4283 - accuracy: 0.7998 Epoch 374/500 718/718 [==============================] - 1s 817us/step - loss: 0.4276 - accuracy: 0.7981 Epoch 375/500 718/718 [==============================] - 1s 824us/step - loss: 0.4279 - accuracy: 0.7988 Epoch 376/500 718/718 [==============================] - 1s 797us/step - loss: 0.4277 - accuracy: 0.7977 Epoch 377/500 718/718 [==============================] - 1s 824us/step - loss: 0.4281 - accuracy: 0.7985 Epoch 378/500 718/718 [==============================] - 1s 832us/step - loss: 0.4284 - accuracy: 0.8003 Epoch 379/500 718/718 [==============================] - 1s 803us/step - loss: 0.4273 - accuracy: 0.7992 Epoch 380/500 718/718 [==============================] - 1s 818us/step - loss: 0.4275 - accuracy: 0.8024 Epoch 381/500 718/718 [==============================] - 1s 824us/step - loss: 0.4274 - accuracy: 0.7981 Epoch 382/500 718/718 [==============================] - 1s 800us/step - loss: 0.4277 - accuracy: 0.7993 Epoch 383/500 718/718 [==============================] - 1s 822us/step - loss: 0.4279 - accuracy: 0.8006 Epoch 384/500 718/718 [==============================] - 1s 797us/step - loss: 0.4277 - accuracy: 0.7978 Epoch 385/500 718/718 [==============================] - 1s 826us/step - loss: 0.4282 - accuracy: 0.8010 Epoch 386/500 718/718 [==============================] - 1s 828us/step - loss: 0.4276 - accuracy: 0.8010 Epoch 387/500 718/718 [==============================] - 1s 799us/step - loss: 0.4279 - accuracy: 0.8003 Epoch 388/500 718/718 [==============================] - 1s 799us/step - loss: 0.4277 - accuracy: 0.7992 Epoch 389/500 718/718 [==============================] - 1s 865us/step - loss: 0.4279 - accuracy: 0.7992 Epoch 390/500 718/718 [==============================] - 1s 809us/step - loss: 0.4271 - accuracy: 0.7969 Epoch 391/500 718/718 [==============================] - 1s 794us/step - loss: 0.4269 - accuracy: 0.7998 Epoch 392/500 718/718 [==============================] - 1s 843us/step - loss: 0.4281 - accuracy: 0.7972 Epoch 393/500 718/718 [==============================] - 1s 800us/step - loss: 0.4278 - accuracy: 0.7980 Epoch 394/500 718/718 [==============================] - 1s 815us/step - loss: 0.4273 - accuracy: 0.8021 Epoch 395/500 718/718 [==============================] - 1s 824us/step - loss: 0.4279 - accuracy: 0.8000 Epoch 396/500 718/718 [==============================] - 1s 797us/step - loss: 0.4281 - accuracy: 0.7993 Epoch 397/500 718/718 [==============================] - 1s 810us/step - loss: 0.4275 - accuracy: 0.8017 Epoch 398/500 718/718 [==============================] - 1s 812us/step - loss: 0.4281 - accuracy: 0.8010 Epoch 399/500 718/718 [==============================] - 1s 859us/step - loss: 0.4277 - accuracy: 0.8008 Epoch 400/500 718/718 [==============================] - 1s 842us/step - loss: 0.4281 - accuracy: 0.8000 Epoch 401/500 718/718 [==============================] - 1s 811us/step - loss: 0.4274 - accuracy: 0.7994 Epoch 402/500 718/718 [==============================] - 1s 825us/step - loss: 0.4278 - accuracy: 0.7981 Epoch 403/500 718/718 [==============================] - 1s 823us/step - loss: 0.4279 - accuracy: 0.7986 Epoch 404/500 718/718 [==============================] - 1s 832us/step - loss: 0.4274 - accuracy: 0.7987 Epoch 405/500 718/718 [==============================] - 1s 873us/step - loss: 0.4280 - accuracy: 0.7986 Epoch 406/500 718/718 [==============================] - 1s 895us/step - loss: 0.4277 - accuracy: 0.8009 Epoch 407/500 718/718 [==============================] - 1s 829us/step - loss: 0.4283 - accuracy: 0.8000 Epoch 408/500 718/718 [==============================] - 1s 799us/step - loss: 0.4279 - accuracy: 0.7994 Epoch 409/500 718/718 [==============================] - 1s 813us/step - loss: 0.4281 - accuracy: 0.8003 Epoch 410/500 718/718 [==============================] - 1s 819us/step - loss: 0.4279 - accuracy: 0.8027 Epoch 411/500 718/718 [==============================] - 1s 902us/step - loss: 0.4282 - accuracy: 0.7976 Epoch 412/500 718/718 [==============================] - 1s 839us/step - loss: 0.4275 - accuracy: 0.8013 Epoch 413/500 718/718 [==============================] - 1s 813us/step - loss: 0.4269 - accuracy: 0.8023 Epoch 414/500 718/718 [==============================] - 1s 824us/step - loss: 0.4284 - accuracy: 0.8019 Epoch 415/500 718/718 [==============================] - 1s 908us/step - loss: 0.4276 - accuracy: 0.7998 Epoch 416/500 718/718 [==============================] - 1s 820us/step - loss: 0.4276 - accuracy: 0.80050s - loss: 0.4275 - accuracy: 0. Epoch 417/500 718/718 [==============================] - 1s 904us/step - loss: 0.4274 - accuracy: 0.80020s - loss: 0.4272 - accuracy: 0.80 Epoch 418/500 718/718 [==============================] - 1s 828us/step - loss: 0.4276 - accuracy: 0.8003 Epoch 419/500 718/718 [==============================] - 1s 822us/step - loss: 0.4278 - accuracy: 0.7994 Epoch 420/500 718/718 [==============================] - 1s 818us/step - loss: 0.4276 - accuracy: 0.7993 Epoch 421/500 718/718 [==============================] - 1s 798us/step - loss: 0.4275 - accuracy: 0.7997 Epoch 422/500 718/718 [==============================] - 1s 825us/step - loss: 0.4275 - accuracy: 0.8003 Epoch 423/500 718/718 [==============================] - 1s 801us/step - loss: 0.4274 - accuracy: 0.8024 Epoch 424/500 718/718 [==============================] - 1s 828us/step - loss: 0.4268 - accuracy: 0.8007 Epoch 425/500 718/718 [==============================] - 1s 821us/step - loss: 0.4276 - accuracy: 0.8003 Epoch 426/500 718/718 [==============================] - 1s 798us/step - loss: 0.4272 - accuracy: 0.8005 Epoch 427/500 718/718 [==============================] - 1s 821us/step - loss: 0.4281 - accuracy: 0.7997 Epoch 428/500 718/718 [==============================] - 1s 808us/step - loss: 0.4281 - accuracy: 0.8005 Epoch 429/500 718/718 [==============================] - 1s 834us/step - loss: 0.4282 - accuracy: 0.8007 Epoch 430/500 718/718 [==============================] - 1s 848us/step - loss: 0.4280 - accuracy: 0.7992 Epoch 431/500 718/718 [==============================] - 1s 802us/step - loss: 0.4275 - accuracy: 0.8006 Epoch 432/500 718/718 [==============================] - 1s 829us/step - loss: 0.4280 - accuracy: 0.7989 Epoch 433/500 718/718 [==============================] - 1s 798us/step - loss: 0.4275 - accuracy: 0.8003 Epoch 434/500 718/718 [==============================] - 1s 811us/step - loss: 0.4284 - accuracy: 0.7969 Epoch 435/500 718/718 [==============================] - 1s 801us/step - loss: 0.4278 - accuracy: 0.7988 Epoch 436/500 718/718 [==============================] - 1s 816us/step - loss: 0.4275 - accuracy: 0.7993 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.8009 Epoch 438/500 718/718 [==============================] - 1s 804us/step - loss: 0.4277 - accuracy: 0.7996 Epoch 439/500 718/718 [==============================] - 1s 820us/step - loss: 0.4272 - accuracy: 0.8004 Epoch 440/500 718/718 [==============================] - 1s 811us/step - loss: 0.4277 - accuracy: 0.8004 Epoch 441/500 718/718 [==============================] - 1s 813us/step - loss: 0.4277 - accuracy: 0.7997 Epoch 442/500 718/718 [==============================] - 1s 821us/step - loss: 0.4278 - accuracy: 0.7993 Epoch 443/500 718/718 [==============================] - 1s 798us/step - loss: 0.4277 - accuracy: 0.7990 Epoch 444/500 718/718 [==============================] - 1s 812us/step - loss: 0.4278 - accuracy: 0.7989 Epoch 445/500 718/718 [==============================] - 1s 796us/step - loss: 0.4277 - accuracy: 0.8016 Epoch 446/500 718/718 [==============================] - 1s 811us/step - loss: 0.4275 - accuracy: 0.8004 Epoch 447/500 718/718 [==============================] - 1s 814us/step - loss: 0.4278 - accuracy: 0.7976 Epoch 448/500 718/718 [==============================] - 1s 801us/step - loss: 0.4272 - accuracy: 0.7999 Epoch 449/500 718/718 [==============================] - 1s 830us/step - loss: 0.4279 - accuracy: 0.8009 Epoch 450/500 718/718 [==============================] - 1s 807us/step - loss: 0.4279 - accuracy: 0.7999 Epoch 451/500 718/718 [==============================] - 1s 813us/step - loss: 0.4270 - accuracy: 0.7976 Epoch 452/500 718/718 [==============================] - 1s 823us/step - loss: 0.4276 - accuracy: 0.8002 Epoch 453/500 718/718 [==============================] - 1s 902us/step - loss: 0.4283 - accuracy: 0.8015 Epoch 454/500 718/718 [==============================] - 1s 903us/step - loss: 0.4283 - accuracy: 0.8003 Epoch 455/500 718/718 [==============================] - 1s 861us/step - loss: 0.4273 - accuracy: 0.8007 Epoch 456/500 718/718 [==============================] - 1s 892us/step - loss: 0.4274 - accuracy: 0.7997 Epoch 457/500 718/718 [==============================] - 1s 922us/step - loss: 0.4274 - accuracy: 0.8013 Epoch 458/500 718/718 [==============================] - 1s 885us/step - loss: 0.4278 - accuracy: 0.8015 Epoch 459/500 718/718 [==============================] - 1s 912us/step - loss: 0.4269 - accuracy: 0.7992 Epoch 460/500 718/718 [==============================] - 1s 874us/step - loss: 0.4275 - accuracy: 0.8010 Epoch 461/500 718/718 [==============================] - 1s 853us/step - loss: 0.4276 - accuracy: 0.7983 Epoch 462/500 718/718 [==============================] - 1s 905us/step - loss: 0.4281 - accuracy: 0.8009 Epoch 463/500 718/718 [==============================] - 1s 888us/step - loss: 0.4274 - accuracy: 0.7998 Epoch 464/500 718/718 [==============================] - 1s 910us/step - loss: 0.4277 - accuracy: 0.8019 Epoch 465/500 718/718 [==============================] - 1s 892us/step - loss: 0.4277 - accuracy: 0.7984 Epoch 466/500 718/718 [==============================] - 1s 873us/step - loss: 0.4281 - accuracy: 0.8003 Epoch 467/500 718/718 [==============================] - 1s 921us/step - loss: 0.4274 - accuracy: 0.8002 Epoch 468/500 718/718 [==============================] - 1s 893us/step - loss: 0.4270 - accuracy: 0.7991 Epoch 469/500 718/718 [==============================] - 1s 880us/step - loss: 0.4274 - accuracy: 0.7991 Epoch 470/500 718/718 [==============================] - 1s 957us/step - loss: 0.4282 - accuracy: 0.8009 Epoch 471/500 718/718 [==============================] - 1s 875us/step - loss: 0.4274 - accuracy: 0.8001 Epoch 472/500 718/718 [==============================] - 1s 903us/step - loss: 0.4271 - accuracy: 0.7984 Epoch 473/500 718/718 [==============================] - 1s 930us/step - loss: 0.4279 - accuracy: 0.7986 Epoch 474/500 718/718 [==============================] - 1s 999us/step - loss: 0.4277 - accuracy: 0.8010 Epoch 475/500 718/718 [==============================] - 1s 967us/step - loss: 0.4273 - accuracy: 0.7991 Epoch 476/500 718/718 [==============================] - 1s 812us/step - loss: 0.4276 - accuracy: 0.7997 Epoch 477/500 718/718 [==============================] - 1s 845us/step - loss: 0.4271 - accuracy: 0.8013 Epoch 478/500 718/718 [==============================] - 1s 812us/step - loss: 0.4271 - accuracy: 0.8010 Epoch 479/500 718/718 [==============================] - 1s 796us/step - loss: 0.4277 - accuracy: 0.7985 Epoch 480/500 718/718 [==============================] - 1s 822us/step - loss: 0.4278 - accuracy: 0.8017 Epoch 481/500 718/718 [==============================] - 1s 815us/step - loss: 0.4281 - accuracy: 0.80010s - loss: 0.4323 - accura Epoch 482/500 718/718 [==============================] - 1s 812us/step - loss: 0.4277 - accuracy: 0.8007 Epoch 483/500 718/718 [==============================] - 1s 796us/step - loss: 0.4278 - accuracy: 0.8003 Epoch 484/500 718/718 [==============================] - 1s 824us/step - loss: 0.4264 - accuracy: 0.7984 Epoch 485/500 718/718 [==============================] - 1s 875us/step - loss: 0.4269 - accuracy: 0.8028 Epoch 486/500 718/718 [==============================] - 1s 885us/step - loss: 0.4276 - accuracy: 0.8003 Epoch 487/500 718/718 [==============================] - 1s 894us/step - loss: 0.4268 - accuracy: 0.8010 Epoch 488/500 718/718 [==============================] - 1s 845us/step - loss: 0.4281 - accuracy: 0.8009 Epoch 489/500 718/718 [==============================] - 1s 846us/step - loss: 0.4276 - accuracy: 0.8010 Epoch 490/500 718/718 [==============================] - 1s 800us/step - loss: 0.4277 - accuracy: 0.7989 Epoch 491/500 718/718 [==============================] - 1s 797us/step - loss: 0.4272 - accuracy: 0.7995 Epoch 492/500 718/718 [==============================] - 1s 821us/step - loss: 0.4273 - accuracy: 0.8019 Epoch 493/500 718/718 [==============================] - 1s 792us/step - loss: 0.4273 - accuracy: 0.80220s - loss: 0.4250 - accuracy: Epoch 494/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.8001 Epoch 495/500 718/718 [==============================] - 1s 820us/step - loss: 0.4265 - accuracy: 0.8003 Epoch 496/500 718/718 [==============================] - 1s 879us/step - loss: 0.4270 - accuracy: 0.8014 Epoch 497/500 718/718 [==============================] - 1s 807us/step - loss: 0.4274 - accuracy: 0.7986 Epoch 498/500 718/718 [==============================] - 1s 790us/step - loss: 0.4275 - accuracy: 0.8005 Epoch 499/500 718/718 [==============================] - 1s 805us/step - loss: 0.4272 - accuracy: 0.7974 Epoch 500/500 718/718 [==============================] - 1s 802us/step - loss: 0.4271 - accuracy: 0.80010s - loss: 0.4248 - accuracy: 0. Epoch 1/500 718/718 [==============================] - 1s 843us/step - loss: 0.6889 - accuracy: 0.55530s - loss: 0.6896 - Epoch 2/500 718/718 [==============================] - 1s 837us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 876us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 850us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6876 - accuracy: Epoch 5/500 718/718 [==============================] - 1s 854us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6864 - accuracy Epoch 6/500 718/718 [==============================] - 1s 858us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 881us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 867us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 962us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 974us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 925us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 853us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 837us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 861us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 838us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 877us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 911us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 807us/step - loss: 0.6858 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 819us/step - loss: 0.6846 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6812 - accuracy: 0.5556: 0s - loss: 0.682 Epoch 23/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6698 - accuracy: 0.5655 Epoch 24/500 718/718 [==============================] - 1s 862us/step - loss: 0.6314 - accuracy: 0.6842 Epoch 25/500 718/718 [==============================] - 1s 832us/step - loss: 0.5805 - accuracy: 0.7026 Epoch 26/500 718/718 [==============================] - 1s 893us/step - loss: 0.5601 - accuracy: 0.7082 Epoch 27/500 718/718 [==============================] - 1s 861us/step - loss: 0.5443 - accuracy: 0.7229 Epoch 28/500 718/718 [==============================] - 1s 815us/step - loss: 0.5223 - accuracy: 0.7423 Epoch 29/500 718/718 [==============================] - 1s 861us/step - loss: 0.5001 - accuracy: 0.7568 Epoch 30/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4852 - accuracy: 0.7649 Epoch 31/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4762 - accuracy: 0.7682 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4695 - accuracy: 0.7747 Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4659 - accuracy: 0.7730: 0s - loss: 0.4650 - accuracy - ETA: 0s - loss: 0.4666 - accuracy: Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4637 - accuracy: 0.7747: 0s Epoch 35/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4623 - accuracy: 0.7768 Epoch 36/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4613 - accuracy: 0.7753 Epoch 37/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4593 - accuracy: 0.7792 Epoch 38/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4605 - accuracy: 0.7768 Epoch 39/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4602 - accuracy: 0.7773 Epoch 40/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4587 - accuracy: 0.7772: 0s - loss: 0.4 Epoch 41/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4587 - accuracy: 0.7782 Epoch 42/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4583 - accuracy: 0.7766 Epoch 43/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4580 - accuracy: 0.7797 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4577 - accuracy: 0.7785 Epoch 45/500 718/718 [==============================] - ETA: 0s - loss: 0.4574 - accuracy: 0.77 - 1s 1ms/step - loss: 0.4579 - accuracy: 0.7792 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4568 - accuracy: 0.7816: 0s - loss: 0.4593 Epoch 47/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4569 - accuracy: 0.7795: 0s - loss: 0.4587 - accuracy: 0.77 Epoch 48/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4571 - accuracy: 0.7807 Epoch 49/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7806 Epoch 50/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4561 - accuracy: 0.7807 Epoch 51/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7830 Epoch 52/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4542 - accuracy: 0.7837 Epoch 53/500 718/718 [==============================] - 1s 815us/step - loss: 0.4538 - accuracy: 0.7864 Epoch 54/500 718/718 [==============================] - 1s 831us/step - loss: 0.4540 - accuracy: 0.7832 Epoch 55/500 718/718 [==============================] - 1s 819us/step - loss: 0.4533 - accuracy: 0.7861 Epoch 56/500 718/718 [==============================] - 1s 810us/step - loss: 0.4530 - accuracy: 0.7878 Epoch 57/500 718/718 [==============================] - 1s 814us/step - loss: 0.4530 - accuracy: 0.7849 Epoch 58/500 718/718 [==============================] - 1s 805us/step - loss: 0.4528 - accuracy: 0.7826 Epoch 59/500 718/718 [==============================] - 1s 817us/step - loss: 0.4521 - accuracy: 0.7871 Epoch 60/500 718/718 [==============================] - 1s 820us/step - loss: 0.4530 - accuracy: 0.7862 Epoch 61/500 718/718 [==============================] - 1s 803us/step - loss: 0.4515 - accuracy: 0.7900 Epoch 62/500 718/718 [==============================] - 1s 825us/step - loss: 0.4511 - accuracy: 0.7882 Epoch 63/500 718/718 [==============================] - 1s 797us/step - loss: 0.4517 - accuracy: 0.7860 Epoch 64/500 718/718 [==============================] - 1s 811us/step - loss: 0.4515 - accuracy: 0.7850 Epoch 65/500 718/718 [==============================] - 1s 838us/step - loss: 0.4508 - accuracy: 0.7864 Epoch 66/500 718/718 [==============================] - 1s 809us/step - loss: 0.4511 - accuracy: 0.7858 Epoch 67/500 718/718 [==============================] - 1s 820us/step - loss: 0.4510 - accuracy: 0.7859 Epoch 68/500 718/718 [==============================] - 1s 803us/step - loss: 0.4504 - accuracy: 0.7850 Epoch 69/500 718/718 [==============================] - 1s 816us/step - loss: 0.4507 - accuracy: 0.7900 Epoch 70/500 718/718 [==============================] - 1s 798us/step - loss: 0.4504 - accuracy: 0.7857 Epoch 71/500 718/718 [==============================] - 1s 833us/step - loss: 0.4502 - accuracy: 0.7864 Epoch 72/500 718/718 [==============================] - 1s 831us/step - loss: 0.4497 - accuracy: 0.78780s - loss: 0.4487 - accu Epoch 73/500 718/718 [==============================] - 1s 804us/step - loss: 0.4502 - accuracy: 0.7840 Epoch 74/500 718/718 [==============================] - 1s 811us/step - loss: 0.4494 - accuracy: 0.7850 Epoch 75/500 718/718 [==============================] - 1s 798us/step - loss: 0.4496 - accuracy: 0.7840 Epoch 76/500 718/718 [==============================] - 1s 812us/step - loss: 0.4492 - accuracy: 0.7846 Epoch 77/500 718/718 [==============================] - 1s 826us/step - loss: 0.4490 - accuracy: 0.7874 Epoch 78/500 718/718 [==============================] - 1s 802us/step - loss: 0.4493 - accuracy: 0.7848 Epoch 79/500 718/718 [==============================] - 1s 815us/step - loss: 0.4494 - accuracy: 0.7872 Epoch 80/500 718/718 [==============================] - 1s 806us/step - loss: 0.4486 - accuracy: 0.7854 Epoch 81/500 718/718 [==============================] - 1s 803us/step - loss: 0.4487 - accuracy: 0.7877 Epoch 82/500 718/718 [==============================] - 1s 801us/step - loss: 0.4486 - accuracy: 0.7857 Epoch 83/500 718/718 [==============================] - 1s 838us/step - loss: 0.4490 - accuracy: 0.7853 Epoch 84/500 718/718 [==============================] - 1s 822us/step - loss: 0.4483 - accuracy: 0.7843 Epoch 85/500 718/718 [==============================] - 1s 800us/step - loss: 0.4487 - accuracy: 0.7870 Epoch 86/500 718/718 [==============================] - 1s 820us/step - loss: 0.4481 - accuracy: 0.7871 Epoch 87/500 718/718 [==============================] - 1s 798us/step - loss: 0.4485 - accuracy: 0.7864 Epoch 88/500 718/718 [==============================] - 1s 826us/step - loss: 0.4485 - accuracy: 0.7856 Epoch 89/500 718/718 [==============================] - 1s 818us/step - loss: 0.4476 - accuracy: 0.7859 Epoch 90/500 718/718 [==============================] - 1s 795us/step - loss: 0.4473 - accuracy: 0.7886 Epoch 91/500 718/718 [==============================] - 1s 806us/step - loss: 0.4482 - accuracy: 0.7875 Epoch 92/500 718/718 [==============================] - 1s 801us/step - loss: 0.4483 - accuracy: 0.7845 Epoch 93/500 718/718 [==============================] - 1s 814us/step - loss: 0.4476 - accuracy: 0.7878 Epoch 94/500 718/718 [==============================] - 1s 799us/step - loss: 0.4474 - accuracy: 0.7861 Epoch 95/500 718/718 [==============================] - 1s 813us/step - loss: 0.4481 - accuracy: 0.7871 Epoch 96/500 718/718 [==============================] - 1s 817us/step - loss: 0.4480 - accuracy: 0.7854 Epoch 97/500 718/718 [==============================] - 1s 917us/step - loss: 0.4481 - accuracy: 0.7867 Epoch 98/500 718/718 [==============================] - 1s 830us/step - loss: 0.4479 - accuracy: 0.7897 Epoch 99/500 718/718 [==============================] - 1s 843us/step - loss: 0.4478 - accuracy: 0.7849 Epoch 100/500 718/718 [==============================] - 1s 803us/step - loss: 0.4474 - accuracy: 0.7862 Epoch 101/500 718/718 [==============================] - 1s 809us/step - loss: 0.4476 - accuracy: 0.7830 Epoch 102/500 718/718 [==============================] - 1s 799us/step - loss: 0.4478 - accuracy: 0.7870 Epoch 103/500 718/718 [==============================] - 1s 849us/step - loss: 0.4472 - accuracy: 0.7890 Epoch 104/500 718/718 [==============================] - 1s 793us/step - loss: 0.4479 - accuracy: 0.7870 Epoch 105/500 718/718 [==============================] - 1s 819us/step - loss: 0.4475 - accuracy: 0.7866 Epoch 106/500 718/718 [==============================] - 1s 839us/step - loss: 0.4481 - accuracy: 0.7844 Epoch 107/500 718/718 [==============================] - 1s 801us/step - loss: 0.4479 - accuracy: 0.7841 Epoch 108/500 718/718 [==============================] - 1s 813us/step - loss: 0.4477 - accuracy: 0.7841 Epoch 109/500 718/718 [==============================] - 1s 819us/step - loss: 0.4477 - accuracy: 0.7869 Epoch 110/500 718/718 [==============================] - 1s 818us/step - loss: 0.4475 - accuracy: 0.7842 Epoch 111/500 718/718 [==============================] - 1s 821us/step - loss: 0.4470 - accuracy: 0.7866 Epoch 112/500 718/718 [==============================] - 1s 797us/step - loss: 0.4470 - accuracy: 0.7875 Epoch 113/500 718/718 [==============================] - 1s 807us/step - loss: 0.4471 - accuracy: 0.7858 Epoch 114/500 718/718 [==============================] - 1s 798us/step - loss: 0.4472 - accuracy: 0.7876 Epoch 115/500 718/718 [==============================] - 1s 818us/step - loss: 0.4475 - accuracy: 0.7842 Epoch 116/500 718/718 [==============================] - 1s 805us/step - loss: 0.4475 - accuracy: 0.7872 Epoch 117/500 718/718 [==============================] - 1s 807us/step - loss: 0.4472 - accuracy: 0.7870 Epoch 118/500 718/718 [==============================] - 1s 816us/step - loss: 0.4467 - accuracy: 0.7858 Epoch 119/500 718/718 [==============================] - 1s 796us/step - loss: 0.4478 - accuracy: 0.7863 Epoch 120/500 718/718 [==============================] - 1s 821us/step - loss: 0.4473 - accuracy: 0.7845 Epoch 121/500 718/718 [==============================] - 1s 846us/step - loss: 0.4466 - accuracy: 0.7870 Epoch 122/500 718/718 [==============================] - 1s 826us/step - loss: 0.4474 - accuracy: 0.7850 Epoch 123/500 718/718 [==============================] - 1s 838us/step - loss: 0.4470 - accuracy: 0.7860 Epoch 124/500 718/718 [==============================] - 1s 802us/step - loss: 0.4470 - accuracy: 0.7871 Epoch 125/500 718/718 [==============================] - 1s 818us/step - loss: 0.4473 - accuracy: 0.7876 Epoch 126/500 718/718 [==============================] - 1s 799us/step - loss: 0.4467 - accuracy: 0.7877 Epoch 127/500 718/718 [==============================] - 1s 813us/step - loss: 0.4466 - accuracy: 0.7871 Epoch 128/500 718/718 [==============================] - 1s 808us/step - loss: 0.4469 - accuracy: 0.7868 Epoch 129/500 718/718 [==============================] - 1s 804us/step - loss: 0.4468 - accuracy: 0.7860 Epoch 130/500 718/718 [==============================] - 1s 810us/step - loss: 0.4471 - accuracy: 0.7875 Epoch 131/500 718/718 [==============================] - 1s 803us/step - loss: 0.4467 - accuracy: 0.7850 Epoch 132/500 718/718 [==============================] - 1s 807us/step - loss: 0.4470 - accuracy: 0.7868 Epoch 133/500 718/718 [==============================] - 1s 800us/step - loss: 0.4462 - accuracy: 0.7867 Epoch 134/500 718/718 [==============================] - 1s 814us/step - loss: 0.4467 - accuracy: 0.7867 Epoch 135/500 718/718 [==============================] - 1s 822us/step - loss: 0.4469 - accuracy: 0.7860 Epoch 136/500 718/718 [==============================] - 1s 801us/step - loss: 0.4464 - accuracy: 0.7862 Epoch 137/500 718/718 [==============================] - 1s 819us/step - loss: 0.4468 - accuracy: 0.7855 Epoch 138/500 718/718 [==============================] - 1s 802us/step - loss: 0.4466 - accuracy: 0.7876 Epoch 139/500 718/718 [==============================] - 1s 815us/step - loss: 0.4470 - accuracy: 0.7865 Epoch 140/500 718/718 [==============================] - 1s 833us/step - loss: 0.4458 - accuracy: 0.7860 Epoch 141/500 718/718 [==============================] - 1s 797us/step - loss: 0.4465 - accuracy: 0.7863 Epoch 142/500 718/718 [==============================] - 1s 813us/step - loss: 0.4459 - accuracy: 0.7863 Epoch 143/500 718/718 [==============================] - 1s 795us/step - loss: 0.4469 - accuracy: 0.7871 Epoch 144/500 718/718 [==============================] - 1s 814us/step - loss: 0.4467 - accuracy: 0.7870 Epoch 145/500 718/718 [==============================] - 1s 828us/step - loss: 0.4462 - accuracy: 0.7879 Epoch 146/500 718/718 [==============================] - 1s 795us/step - loss: 0.4462 - accuracy: 0.78540s - loss: 0.4379 - accu Epoch 147/500 718/718 [==============================] - 1s 816us/step - loss: 0.4466 - accuracy: 0.7856 Epoch 148/500 718/718 [==============================] - 1s 798us/step - loss: 0.4467 - accuracy: 0.7875 Epoch 149/500 718/718 [==============================] - 1s 808us/step - loss: 0.4465 - accuracy: 0.7866 Epoch 150/500 718/718 [==============================] - 1s 802us/step - loss: 0.4458 - accuracy: 0.7870 Epoch 151/500 718/718 [==============================] - 1s 817us/step - loss: 0.4462 - accuracy: 0.7880 Epoch 152/500 718/718 [==============================] - 1s 808us/step - loss: 0.4462 - accuracy: 0.7861 Epoch 153/500 718/718 [==============================] - 1s 800us/step - loss: 0.4465 - accuracy: 0.7861 Epoch 154/500 718/718 [==============================] - 1s 818us/step - loss: 0.4460 - accuracy: 0.7883 Epoch 155/500 718/718 [==============================] - 1s 798us/step - loss: 0.4460 - accuracy: 0.7881 Epoch 156/500 718/718 [==============================] - 1s 829us/step - loss: 0.4451 - accuracy: 0.7902 Epoch 157/500 718/718 [==============================] - 1s 865us/step - loss: 0.4460 - accuracy: 0.7875 Epoch 158/500 718/718 [==============================] - 1s 804us/step - loss: 0.4458 - accuracy: 0.7874 Epoch 159/500 718/718 [==============================] - 1s 812us/step - loss: 0.4458 - accuracy: 0.7893 Epoch 160/500 718/718 [==============================] - 1s 799us/step - loss: 0.4456 - accuracy: 0.7864 Epoch 161/500 718/718 [==============================] - 1s 823us/step - loss: 0.4455 - accuracy: 0.7865 Epoch 162/500 718/718 [==============================] - 1s 842us/step - loss: 0.4455 - accuracy: 0.7884 Epoch 163/500 718/718 [==============================] - 1s 803us/step - loss: 0.4452 - accuracy: 0.7881 Epoch 164/500 718/718 [==============================] - 1s 802us/step - loss: 0.4445 - accuracy: 0.7893 Epoch 165/500 718/718 [==============================] - 1s 809us/step - loss: 0.4450 - accuracy: 0.7876 Epoch 166/500 718/718 [==============================] - 1s 806us/step - loss: 0.4458 - accuracy: 0.7884 Epoch 167/500 718/718 [==============================] - 1s 799us/step - loss: 0.4451 - accuracy: 0.7865 Epoch 168/500 718/718 [==============================] - 1s 816us/step - loss: 0.4450 - accuracy: 0.7867 Epoch 169/500 718/718 [==============================] - 1s 814us/step - loss: 0.4452 - accuracy: 0.7895 Epoch 170/500 718/718 [==============================] - 1s 799us/step - loss: 0.4450 - accuracy: 0.7875 Epoch 171/500 718/718 [==============================] - 1s 818us/step - loss: 0.4447 - accuracy: 0.7898 Epoch 172/500 718/718 [==============================] - 1s 793us/step - loss: 0.4444 - accuracy: 0.7868 Epoch 173/500 718/718 [==============================] - 1s 852us/step - loss: 0.4452 - accuracy: 0.7881 Epoch 174/500 718/718 [==============================] - 1s 796us/step - loss: 0.4445 - accuracy: 0.7901 Epoch 175/500 718/718 [==============================] - 1s 815us/step - loss: 0.4442 - accuracy: 0.7901 Epoch 176/500 718/718 [==============================] - 1s 807us/step - loss: 0.4449 - accuracy: 0.7895 Epoch 177/500 718/718 [==============================] - 1s 801us/step - loss: 0.4443 - accuracy: 0.78880s - loss: 0.4424 - accuracy: 0. Epoch 178/500 718/718 [==============================] - 1s 813us/step - loss: 0.4444 - accuracy: 0.7882 Epoch 179/500 718/718 [==============================] - 1s 801us/step - loss: 0.4440 - accuracy: 0.7877 Epoch 180/500 718/718 [==============================] - 1s 815us/step - loss: 0.4440 - accuracy: 0.7902 Epoch 181/500 718/718 [==============================] - 1s 868us/step - loss: 0.4441 - accuracy: 0.7889 Epoch 182/500 718/718 [==============================] - 1s 831us/step - loss: 0.4433 - accuracy: 0.7899 Epoch 183/500 718/718 [==============================] - 1s 834us/step - loss: 0.4437 - accuracy: 0.7905 Epoch 184/500 718/718 [==============================] - 1s 797us/step - loss: 0.4434 - accuracy: 0.7898 Epoch 185/500 718/718 [==============================] - 1s 821us/step - loss: 0.4443 - accuracy: 0.7880 Epoch 186/500 718/718 [==============================] - 1s 826us/step - loss: 0.4437 - accuracy: 0.7890 Epoch 187/500 718/718 [==============================] - 1s 810us/step - loss: 0.4434 - accuracy: 0.7915 Epoch 188/500 718/718 [==============================] - 1s 816us/step - loss: 0.4440 - accuracy: 0.7899 Epoch 189/500 718/718 [==============================] - 1s 835us/step - loss: 0.4431 - accuracy: 0.7904 Epoch 190/500 718/718 [==============================] - 1s 816us/step - loss: 0.4431 - accuracy: 0.7900 Epoch 191/500 718/718 [==============================] - 1s 808us/step - loss: 0.4435 - accuracy: 0.79080s - loss: 0.4441 - accuracy: 0.79 Epoch 192/500 718/718 [==============================] - 1s 803us/step - loss: 0.4435 - accuracy: 0.79100s - loss: 0.4422 - ac Epoch 193/500 718/718 [==============================] - 1s 811us/step - loss: 0.4432 - accuracy: 0.7910 Epoch 194/500 718/718 [==============================] - 1s 920us/step - loss: 0.4437 - accuracy: 0.7915 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7908 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4425 - accuracy: 0.7916 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7905 Epoch 198/500 718/718 [==============================] - 1s 939us/step - loss: 0.4430 - accuracy: 0.78980s - loss: 0.4376 Epoch 199/500 718/718 [==============================] - 1s 936us/step - loss: 0.4427 - accuracy: 0.7913 Epoch 200/500 718/718 [==============================] - 1s 892us/step - loss: 0.4423 - accuracy: 0.7913 Epoch 201/500 718/718 [==============================] - 1s 830us/step - loss: 0.4423 - accuracy: 0.7924 Epoch 202/500 718/718 [==============================] - 1s 820us/step - loss: 0.4427 - accuracy: 0.7899 Epoch 203/500 718/718 [==============================] - 1s 829us/step - loss: 0.4424 - accuracy: 0.79240s - loss: 0.4417 - accura Epoch 204/500 718/718 [==============================] - 1s 907us/step - loss: 0.4422 - accuracy: 0.7897 Epoch 205/500 718/718 [==============================] - 1s 852us/step - loss: 0.4422 - accuracy: 0.7939 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4420 - accuracy: 0.7924 Epoch 207/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4427 - accuracy: 0.7912 Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7916 Epoch 209/500 718/718 [==============================] - 1s 888us/step - loss: 0.4421 - accuracy: 0.79490s - loss: 0.4437 - accuracy Epoch 210/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4426 - accuracy: 0.7937: 0s - loss: 0.4495 - ac Epoch 211/500 718/718 [==============================] - 1s 976us/step - loss: 0.4421 - accuracy: 0.7927 Epoch 212/500 718/718 [==============================] - 1s 825us/step - loss: 0.4426 - accuracy: 0.7889 Epoch 213/500 718/718 [==============================] - 1s 837us/step - loss: 0.4420 - accuracy: 0.7891 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7904 Epoch 215/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7909: 0s - loss: 0.4384 - accu Epoch 216/500 718/718 [==============================] - 1s 951us/step - loss: 0.4423 - accuracy: 0.7922 Epoch 217/500 718/718 [==============================] - 1s 801us/step - loss: 0.4421 - accuracy: 0.7915 Epoch 218/500 718/718 [==============================] - 1s 810us/step - loss: 0.4421 - accuracy: 0.7919 Epoch 219/500 718/718 [==============================] - 1s 804us/step - loss: 0.4423 - accuracy: 0.7906 Epoch 220/500 718/718 [==============================] - 1s 799us/step - loss: 0.4422 - accuracy: 0.7903 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4424 - accuracy: 0.7901 Epoch 222/500 718/718 [==============================] - 1s 807us/step - loss: 0.4419 - accuracy: 0.7929 Epoch 223/500 718/718 [==============================] - 1s 830us/step - loss: 0.4419 - accuracy: 0.7929 Epoch 224/500 718/718 [==============================] - 1s 812us/step - loss: 0.4420 - accuracy: 0.7931 Epoch 225/500 718/718 [==============================] - 1s 810us/step - loss: 0.4421 - accuracy: 0.7930 Epoch 226/500 718/718 [==============================] - 1s 826us/step - loss: 0.4417 - accuracy: 0.7929 Epoch 227/500 718/718 [==============================] - 1s 800us/step - loss: 0.4416 - accuracy: 0.7919 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4423 - accuracy: 0.7925 Epoch 229/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4419 - accuracy: 0.7909 Epoch 230/500 718/718 [==============================] - 1s 931us/step - loss: 0.4419 - accuracy: 0.7931 Epoch 231/500 718/718 [==============================] - 1s 885us/step - loss: 0.4418 - accuracy: 0.7917 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7929 Epoch 233/500 718/718 [==============================] - 1s 976us/step - loss: 0.4418 - accuracy: 0.7936 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4418 - accuracy: 0.7930 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7933 Epoch 236/500 718/718 [==============================] - 1s 807us/step - loss: 0.4415 - accuracy: 0.7940 Epoch 237/500 718/718 [==============================] - 1s 816us/step - loss: 0.4418 - accuracy: 0.7907 Epoch 238/500 718/718 [==============================] - 1s 803us/step - loss: 0.4413 - accuracy: 0.7924 Epoch 239/500 718/718 [==============================] - 1s 993us/step - loss: 0.4406 - accuracy: 0.7920 Epoch 240/500 718/718 [==============================] - 1s 838us/step - loss: 0.4411 - accuracy: 0.7930 Epoch 241/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4415 - accuracy: 0.7931 Epoch 242/500 718/718 [==============================] - 1s 880us/step - loss: 0.4415 - accuracy: 0.7912 Epoch 243/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4416 - accuracy: 0.7915 Epoch 244/500 718/718 [==============================] - 1s 948us/step - loss: 0.4412 - accuracy: 0.7929 Epoch 245/500 718/718 [==============================] - 1s 809us/step - loss: 0.4415 - accuracy: 0.7926 Epoch 246/500 718/718 [==============================] - 1s 829us/step - loss: 0.4409 - accuracy: 0.7935 Epoch 247/500 718/718 [==============================] - 1s 804us/step - loss: 0.4414 - accuracy: 0.7912 Epoch 248/500 718/718 [==============================] - 1s 832us/step - loss: 0.4416 - accuracy: 0.7908 Epoch 249/500 718/718 [==============================] - 1s 803us/step - loss: 0.4407 - accuracy: 0.7902 Epoch 250/500 718/718 [==============================] - 1s 824us/step - loss: 0.4410 - accuracy: 0.7916 Epoch 251/500 718/718 [==============================] - 1s 808us/step - loss: 0.4410 - accuracy: 0.7937 Epoch 252/500 718/718 [==============================] - 1s 827us/step - loss: 0.4413 - accuracy: 0.7932 Epoch 253/500 718/718 [==============================] - 1s 815us/step - loss: 0.4415 - accuracy: 0.7940 Epoch 254/500 718/718 [==============================] - 1s 810us/step - loss: 0.4415 - accuracy: 0.7922 Epoch 255/500 718/718 [==============================] - 1s 816us/step - loss: 0.4405 - accuracy: 0.7921 Epoch 256/500 718/718 [==============================] - 1s 810us/step - loss: 0.4403 - accuracy: 0.7922 Epoch 257/500 718/718 [==============================] - 1s 822us/step - loss: 0.4413 - accuracy: 0.7951 Epoch 258/500 718/718 [==============================] - 1s 835us/step - loss: 0.4408 - accuracy: 0.7936 Epoch 259/500 718/718 [==============================] - 1s 821us/step - loss: 0.4410 - accuracy: 0.7905 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4410 - accuracy: 0.7929 Epoch 261/500 718/718 [==============================] - 1s 844us/step - loss: 0.4408 - accuracy: 0.7928 Epoch 262/500 718/718 [==============================] - 1s 837us/step - loss: 0.4413 - accuracy: 0.79070s - loss: 0.4403 - accuracy: 0.79 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4406 - accuracy: 0.7928 Epoch 264/500 718/718 [==============================] - 1s 920us/step - loss: 0.4403 - accuracy: 0.7916 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4409 - accuracy: 0.7903 Epoch 266/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4407 - accuracy: 0.7912 Epoch 267/500 718/718 [==============================] - 1s 813us/step - loss: 0.4406 - accuracy: 0.7921 Epoch 268/500 718/718 [==============================] - 1s 800us/step - loss: 0.4406 - accuracy: 0.7935 Epoch 269/500 718/718 [==============================] - 1s 817us/step - loss: 0.4406 - accuracy: 0.7926 Epoch 270/500 718/718 [==============================] - 1s 815us/step - loss: 0.4407 - accuracy: 0.7909 Epoch 271/500 718/718 [==============================] - 1s 808us/step - loss: 0.4407 - accuracy: 0.7919 Epoch 272/500 718/718 [==============================] - 1s 826us/step - loss: 0.4404 - accuracy: 0.7926 Epoch 273/500 718/718 [==============================] - 1s 797us/step - loss: 0.4407 - accuracy: 0.7923 Epoch 274/500 718/718 [==============================] - 1s 806us/step - loss: 0.4407 - accuracy: 0.7930 Epoch 275/500 718/718 [==============================] - 1s 904us/step - loss: 0.4403 - accuracy: 0.7915 Epoch 276/500 718/718 [==============================] - 1s 822us/step - loss: 0.4406 - accuracy: 0.7944 Epoch 277/500 718/718 [==============================] - 1s 823us/step - loss: 0.4407 - accuracy: 0.7931 Epoch 278/500 718/718 [==============================] - 1s 801us/step - loss: 0.4407 - accuracy: 0.7915 Epoch 279/500 718/718 [==============================] - 1s 861us/step - loss: 0.4404 - accuracy: 0.7922 Epoch 280/500 718/718 [==============================] - 1s 801us/step - loss: 0.4404 - accuracy: 0.7922 Epoch 281/500 718/718 [==============================] - 1s 878us/step - loss: 0.4402 - accuracy: 0.7902 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4399 - accuracy: 0.7924 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7927 Epoch 284/500 718/718 [==============================] - 1s 842us/step - loss: 0.4402 - accuracy: 0.7927 Epoch 285/500 718/718 [==============================] - 1s 962us/step - loss: 0.4406 - accuracy: 0.7933 Epoch 286/500 718/718 [==============================] - 1s 829us/step - loss: 0.4405 - accuracy: 0.7916 Epoch 287/500 718/718 [==============================] - 1s 881us/step - loss: 0.4404 - accuracy: 0.7923 Epoch 288/500 718/718 [==============================] - 1s 952us/step - loss: 0.4404 - accuracy: 0.7933 Epoch 289/500 718/718 [==============================] - 1s 918us/step - loss: 0.4405 - accuracy: 0.7941 Epoch 290/500 718/718 [==============================] - 1s 914us/step - loss: 0.4403 - accuracy: 0.7924 Epoch 291/500 718/718 [==============================] - 1s 825us/step - loss: 0.4404 - accuracy: 0.7926 Epoch 292/500 718/718 [==============================] - 1s 807us/step - loss: 0.4394 - accuracy: 0.7945 Epoch 293/500 718/718 [==============================] - 1s 804us/step - loss: 0.4398 - accuracy: 0.7932 Epoch 294/500 718/718 [==============================] - 1s 815us/step - loss: 0.4402 - accuracy: 0.7925 Epoch 295/500 718/718 [==============================] - 1s 798us/step - loss: 0.4400 - accuracy: 0.7910 Epoch 296/500 718/718 [==============================] - 1s 830us/step - loss: 0.4403 - accuracy: 0.7943 Epoch 297/500 718/718 [==============================] - 1s 801us/step - loss: 0.4396 - accuracy: 0.7934 Epoch 298/500 718/718 [==============================] - 1s 812us/step - loss: 0.4398 - accuracy: 0.7919 Epoch 299/500 718/718 [==============================] - 1s 814us/step - loss: 0.4402 - accuracy: 0.7929 Epoch 300/500 718/718 [==============================] - 1s 796us/step - loss: 0.4394 - accuracy: 0.7913 Epoch 301/500 718/718 [==============================] - 1s 821us/step - loss: 0.4398 - accuracy: 0.7929 Epoch 302/500 718/718 [==============================] - 1s 825us/step - loss: 0.4401 - accuracy: 0.7927 Epoch 303/500 718/718 [==============================] - 1s 801us/step - loss: 0.4400 - accuracy: 0.7942 Epoch 304/500 718/718 [==============================] - 1s 802us/step - loss: 0.4399 - accuracy: 0.7908 Epoch 305/500 718/718 [==============================] - 1s 825us/step - loss: 0.4400 - accuracy: 0.7936 Epoch 306/500 718/718 [==============================] - 1s 830us/step - loss: 0.4394 - accuracy: 0.7917 Epoch 307/500 718/718 [==============================] - 1s 809us/step - loss: 0.4400 - accuracy: 0.7934 Epoch 308/500 718/718 [==============================] - 1s 819us/step - loss: 0.4391 - accuracy: 0.7940 Epoch 309/500 718/718 [==============================] - 1s 798us/step - loss: 0.4398 - accuracy: 0.7952 Epoch 310/500 718/718 [==============================] - 1s 810us/step - loss: 0.4396 - accuracy: 0.7936 Epoch 311/500 718/718 [==============================] - 1s 826us/step - loss: 0.4398 - accuracy: 0.7929 Epoch 312/500 718/718 [==============================] - 1s 820us/step - loss: 0.4398 - accuracy: 0.7925 Epoch 313/500 718/718 [==============================] - 1s 828us/step - loss: 0.4398 - accuracy: 0.7923 Epoch 314/500 718/718 [==============================] - 1s 809us/step - loss: 0.4393 - accuracy: 0.7933 Epoch 315/500 718/718 [==============================] - 1s 816us/step - loss: 0.4398 - accuracy: 0.7917 Epoch 316/500 718/718 [==============================] - 1s 808us/step - loss: 0.4399 - accuracy: 0.7930 Epoch 317/500 718/718 [==============================] - 1s 798us/step - loss: 0.4395 - accuracy: 0.7917 Epoch 318/500 718/718 [==============================] - 1s 816us/step - loss: 0.4394 - accuracy: 0.7941 Epoch 319/500 718/718 [==============================] - 1s 870us/step - loss: 0.4397 - accuracy: 0.79320s - loss: 0.4407 - accuracy: 0. Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4390 - accuracy: 0.7942 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7934 Epoch 322/500 718/718 [==============================] - 1s 812us/step - loss: 0.4395 - accuracy: 0.7921 Epoch 323/500 718/718 [==============================] - 1s 818us/step - loss: 0.4396 - accuracy: 0.7931 Epoch 324/500 718/718 [==============================] - 1s 830us/step - loss: 0.4395 - accuracy: 0.7929 Epoch 325/500 718/718 [==============================] - 1s 796us/step - loss: 0.4398 - accuracy: 0.7932 Epoch 326/500 718/718 [==============================] - 1s 819us/step - loss: 0.4397 - accuracy: 0.7921 Epoch 327/500 718/718 [==============================] - 1s 820us/step - loss: 0.4394 - accuracy: 0.7892 Epoch 328/500 718/718 [==============================] - 1s 808us/step - loss: 0.4393 - accuracy: 0.7918 Epoch 329/500 718/718 [==============================] - 1s 821us/step - loss: 0.4392 - accuracy: 0.7926 Epoch 330/500 718/718 [==============================] - 1s 803us/step - loss: 0.4393 - accuracy: 0.7946 Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4392 - accuracy: 0.7936 Epoch 332/500 718/718 [==============================] - 1s 819us/step - loss: 0.4393 - accuracy: 0.7939 Epoch 333/500 718/718 [==============================] - 1s 811us/step - loss: 0.4394 - accuracy: 0.7937 Epoch 334/500 718/718 [==============================] - 1s 925us/step - loss: 0.4392 - accuracy: 0.7915 Epoch 335/500 718/718 [==============================] - 1s 819us/step - loss: 0.4396 - accuracy: 0.79220s - loss: 0.4385 - accuracy Epoch 336/500 718/718 [==============================] - 1s 802us/step - loss: 0.4390 - accuracy: 0.7927 Epoch 337/500 718/718 [==============================] - 1s 811us/step - loss: 0.4395 - accuracy: 0.7922 Epoch 338/500 718/718 [==============================] - 1s 811us/step - loss: 0.4394 - accuracy: 0.7940 Epoch 339/500 718/718 [==============================] - 1s 818us/step - loss: 0.4393 - accuracy: 0.7944 Epoch 340/500 718/718 [==============================] - 1s 809us/step - loss: 0.4390 - accuracy: 0.7944 Epoch 341/500 718/718 [==============================] - 1s 840us/step - loss: 0.4392 - accuracy: 0.7912 Epoch 342/500 718/718 [==============================] - 1s 901us/step - loss: 0.4387 - accuracy: 0.7948 Epoch 343/500 718/718 [==============================] - 1s 871us/step - loss: 0.4385 - accuracy: 0.7931 Epoch 344/500 718/718 [==============================] - 1s 938us/step - loss: 0.4385 - accuracy: 0.7949 Epoch 345/500 718/718 [==============================] - 1s 915us/step - loss: 0.4389 - accuracy: 0.7941 Epoch 346/500 718/718 [==============================] - 1s 929us/step - loss: 0.4388 - accuracy: 0.7915 Epoch 347/500 718/718 [==============================] - 1s 947us/step - loss: 0.4388 - accuracy: 0.7940 Epoch 348/500 718/718 [==============================] - 1s 821us/step - loss: 0.4386 - accuracy: 0.7933 Epoch 349/500 718/718 [==============================] - 1s 795us/step - loss: 0.4385 - accuracy: 0.7938 Epoch 350/500 718/718 [==============================] - 1s 825us/step - loss: 0.4387 - accuracy: 0.7929 Epoch 351/500 718/718 [==============================] - 1s 825us/step - loss: 0.4387 - accuracy: 0.7944 Epoch 352/500 718/718 [==============================] - 1s 814us/step - loss: 0.4389 - accuracy: 0.7926 Epoch 353/500 718/718 [==============================] - 1s 795us/step - loss: 0.4380 - accuracy: 0.7956 Epoch 354/500 718/718 [==============================] - 1s 814us/step - loss: 0.4382 - accuracy: 0.7939 Epoch 355/500 718/718 [==============================] - 1s 810us/step - loss: 0.4387 - accuracy: 0.7922 Epoch 356/500 718/718 [==============================] - 1s 803us/step - loss: 0.4386 - accuracy: 0.7929 Epoch 357/500 718/718 [==============================] - 1s 814us/step - loss: 0.4386 - accuracy: 0.7939 Epoch 358/500 718/718 [==============================] - 1s 807us/step - loss: 0.4377 - accuracy: 0.7928 Epoch 359/500 718/718 [==============================] - 1s 795us/step - loss: 0.4386 - accuracy: 0.7925 Epoch 360/500 718/718 [==============================] - 1s 823us/step - loss: 0.4388 - accuracy: 0.7905 Epoch 361/500 718/718 [==============================] - 1s 799us/step - loss: 0.4385 - accuracy: 0.7928 Epoch 362/500 718/718 [==============================] - 1s 825us/step - loss: 0.4385 - accuracy: 0.7929 Epoch 363/500 718/718 [==============================] - 1s 802us/step - loss: 0.4387 - accuracy: 0.7930 Epoch 364/500 718/718 [==============================] - 1s 812us/step - loss: 0.4380 - accuracy: 0.7936 Epoch 365/500 718/718 [==============================] - 1s 794us/step - loss: 0.4385 - accuracy: 0.7931 Epoch 366/500 718/718 [==============================] - 1s 827us/step - loss: 0.4381 - accuracy: 0.7928 Epoch 367/500 718/718 [==============================] - 1s 809us/step - loss: 0.4378 - accuracy: 0.7952 Epoch 368/500 718/718 [==============================] - 1s 788us/step - loss: 0.4379 - accuracy: 0.7940 Epoch 369/500 718/718 [==============================] - 1s 853us/step - loss: 0.4380 - accuracy: 0.7942 Epoch 370/500 718/718 [==============================] - 1s 807us/step - loss: 0.4382 - accuracy: 0.7924 Epoch 371/500 718/718 [==============================] - 1s 851us/step - loss: 0.4384 - accuracy: 0.7923 Epoch 372/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4374 - accuracy: 0.7944 Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7941 Epoch 374/500 718/718 [==============================] - 1s 829us/step - loss: 0.4379 - accuracy: 0.7918 Epoch 375/500 718/718 [==============================] - 1s 805us/step - loss: 0.4381 - accuracy: 0.7936 Epoch 376/500 718/718 [==============================] - 1s 822us/step - loss: 0.4378 - accuracy: 0.7920 Epoch 377/500 718/718 [==============================] - 1s 813us/step - loss: 0.4378 - accuracy: 0.7939 Epoch 378/500 718/718 [==============================] - 1s 856us/step - loss: 0.4374 - accuracy: 0.7932 Epoch 379/500 718/718 [==============================] - 1s 808us/step - loss: 0.4372 - accuracy: 0.7955 Epoch 380/500 718/718 [==============================] - 1s 808us/step - loss: 0.4376 - accuracy: 0.7936 Epoch 381/500 718/718 [==============================] - 1s 807us/step - loss: 0.4373 - accuracy: 0.7914 Epoch 382/500 718/718 [==============================] - 1s 826us/step - loss: 0.4375 - accuracy: 0.7936 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7963 Epoch 384/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4371 - accuracy: 0.7934 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4373 - accuracy: 0.7945 Epoch 386/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7936 Epoch 387/500 718/718 [==============================] - 1s 942us/step - loss: 0.4371 - accuracy: 0.7941 Epoch 388/500 718/718 [==============================] - 1s 922us/step - loss: 0.4368 - accuracy: 0.7922 Epoch 389/500 718/718 [==============================] - 1s 861us/step - loss: 0.4368 - accuracy: 0.7940 Epoch 390/500 718/718 [==============================] - 1s 867us/step - loss: 0.4370 - accuracy: 0.7923 Epoch 391/500 718/718 [==============================] - 1s 817us/step - loss: 0.4365 - accuracy: 0.7954 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4365 - accuracy: 0.7937 Epoch 393/500 718/718 [==============================] - 1s 907us/step - loss: 0.4370 - accuracy: 0.79300s - loss: 0.4365 - accuracy: 0.79 Epoch 394/500 718/718 [==============================] - 1s 868us/step - loss: 0.4368 - accuracy: 0.7933 Epoch 395/500 718/718 [==============================] - 1s 796us/step - loss: 0.4363 - accuracy: 0.7953 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7936 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7921 Epoch 398/500 718/718 [==============================] - 1s 819us/step - loss: 0.4364 - accuracy: 0.7945 Epoch 399/500 718/718 [==============================] - 1s 809us/step - loss: 0.4366 - accuracy: 0.7933 Epoch 400/500 718/718 [==============================] - 1s 894us/step - loss: 0.4365 - accuracy: 0.7934 Epoch 401/500 718/718 [==============================] - 1s 876us/step - loss: 0.4362 - accuracy: 0.7949 Epoch 402/500 718/718 [==============================] - 1s 812us/step - loss: 0.4363 - accuracy: 0.7942 Epoch 403/500 718/718 [==============================] - 1s 797us/step - loss: 0.4359 - accuracy: 0.7939 Epoch 404/500 718/718 [==============================] - 1s 812us/step - loss: 0.4360 - accuracy: 0.7949 Epoch 405/500 718/718 [==============================] - 1s 821us/step - loss: 0.4362 - accuracy: 0.7956 Epoch 406/500 718/718 [==============================] - 1s 795us/step - loss: 0.4361 - accuracy: 0.7939 Epoch 407/500 718/718 [==============================] - 1s 813us/step - loss: 0.4363 - accuracy: 0.7924 Epoch 408/500 718/718 [==============================] - 1s 827us/step - loss: 0.4362 - accuracy: 0.7947 Epoch 409/500 718/718 [==============================] - 1s 817us/step - loss: 0.4361 - accuracy: 0.7924 Epoch 410/500 718/718 [==============================] - 1s 803us/step - loss: 0.4362 - accuracy: 0.7923 Epoch 411/500 718/718 [==============================] - 1s 823us/step - loss: 0.4360 - accuracy: 0.7939 Epoch 412/500 718/718 [==============================] - 1s 816us/step - loss: 0.4361 - accuracy: 0.7936 Epoch 413/500 718/718 [==============================] - 1s 793us/step - loss: 0.4358 - accuracy: 0.7976 Epoch 414/500 718/718 [==============================] - 1s 812us/step - loss: 0.4358 - accuracy: 0.7956 Epoch 415/500 718/718 [==============================] - 1s 798us/step - loss: 0.4362 - accuracy: 0.7938 Epoch 416/500 718/718 [==============================] - 1s 820us/step - loss: 0.4358 - accuracy: 0.7942 Epoch 417/500 718/718 [==============================] - 1s 805us/step - loss: 0.4357 - accuracy: 0.7952 Epoch 418/500 718/718 [==============================] - 1s 825us/step - loss: 0.4361 - accuracy: 0.7926 Epoch 419/500 718/718 [==============================] - 1s 813us/step - loss: 0.4359 - accuracy: 0.7930 Epoch 420/500 718/718 [==============================] - 1s 803us/step - loss: 0.4359 - accuracy: 0.7929 Epoch 421/500 718/718 [==============================] - 1s 817us/step - loss: 0.4360 - accuracy: 0.7931 Epoch 422/500 718/718 [==============================] - 1s 793us/step - loss: 0.4361 - accuracy: 0.7943 Epoch 423/500 718/718 [==============================] - 1s 817us/step - loss: 0.4355 - accuracy: 0.7925 Epoch 424/500 718/718 [==============================] - 1s 830us/step - loss: 0.4356 - accuracy: 0.7940 Epoch 425/500 718/718 [==============================] - 1s 793us/step - loss: 0.4359 - accuracy: 0.7953 Epoch 426/500 718/718 [==============================] - 1s 801us/step - loss: 0.4361 - accuracy: 0.7938 Epoch 427/500 718/718 [==============================] - 1s 795us/step - loss: 0.4358 - accuracy: 0.7940 Epoch 428/500 718/718 [==============================] - 1s 825us/step - loss: 0.4356 - accuracy: 0.7917 Epoch 429/500 718/718 [==============================] - 1s 788us/step - loss: 0.4354 - accuracy: 0.7943 Epoch 430/500 718/718 [==============================] - 1s 808us/step - loss: 0.4360 - accuracy: 0.7930 Epoch 431/500 718/718 [==============================] - 1s 805us/step - loss: 0.4354 - accuracy: 0.7938 Epoch 432/500 718/718 [==============================] - 1s 789us/step - loss: 0.4356 - accuracy: 0.79380s - loss: 0.4362 - ac Epoch 433/500 718/718 [==============================] - 1s 802us/step - loss: 0.4356 - accuracy: 0.7936 Epoch 434/500 718/718 [==============================] - 1s 791us/step - loss: 0.4356 - accuracy: 0.7944 Epoch 435/500 718/718 [==============================] - 1s 805us/step - loss: 0.4358 - accuracy: 0.7922 Epoch 436/500 718/718 [==============================] - 1s 833us/step - loss: 0.4355 - accuracy: 0.7949 Epoch 437/500 718/718 [==============================] - 1s 815us/step - loss: 0.4357 - accuracy: 0.7928 Epoch 438/500 718/718 [==============================] - 1s 787us/step - loss: 0.4357 - accuracy: 0.7934 Epoch 439/500 718/718 [==============================] - 1s 777us/step - loss: 0.4359 - accuracy: 0.7937 Epoch 440/500 718/718 [==============================] - 1s 801us/step - loss: 0.4353 - accuracy: 0.7949 Epoch 441/500 718/718 [==============================] - 1s 805us/step - loss: 0.4349 - accuracy: 0.7959 Epoch 442/500 718/718 [==============================] - 1s 841us/step - loss: 0.4353 - accuracy: 0.7935 Epoch 443/500 718/718 [==============================] - 1s 798us/step - loss: 0.4355 - accuracy: 0.7959 Epoch 444/500 718/718 [==============================] - 1s 897us/step - loss: 0.4357 - accuracy: 0.7958 Epoch 445/500 718/718 [==============================] - 1s 792us/step - loss: 0.4353 - accuracy: 0.7933 Epoch 446/500 718/718 [==============================] - 1s 854us/step - loss: 0.4352 - accuracy: 0.7937 Epoch 447/500 718/718 [==============================] - 1s 820us/step - loss: 0.4350 - accuracy: 0.7960 Epoch 448/500 718/718 [==============================] - 1s 817us/step - loss: 0.4355 - accuracy: 0.7942 Epoch 449/500 718/718 [==============================] - 1s 801us/step - loss: 0.4351 - accuracy: 0.7934 Epoch 450/500 718/718 [==============================] - 1s 826us/step - loss: 0.4351 - accuracy: 0.7941 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7945 Epoch 452/500 718/718 [==============================] - 1s 799us/step - loss: 0.4355 - accuracy: 0.7944 Epoch 453/500 718/718 [==============================] - 1s 829us/step - loss: 0.4349 - accuracy: 0.7938 Epoch 454/500 718/718 [==============================] - 1s 805us/step - loss: 0.4349 - accuracy: 0.7941 Epoch 455/500 718/718 [==============================] - 1s 809us/step - loss: 0.4352 - accuracy: 0.7940 Epoch 456/500 718/718 [==============================] - 1s 799us/step - loss: 0.4352 - accuracy: 0.7941 Epoch 457/500 718/718 [==============================] - 1s 816us/step - loss: 0.4349 - accuracy: 0.7958 Epoch 458/500 718/718 [==============================] - 1s 823us/step - loss: 0.4349 - accuracy: 0.7934 Epoch 459/500 718/718 [==============================] - 1s 803us/step - loss: 0.4348 - accuracy: 0.7928 Epoch 460/500 718/718 [==============================] - 1s 828us/step - loss: 0.4350 - accuracy: 0.7938 Epoch 461/500 718/718 [==============================] - 1s 805us/step - loss: 0.4348 - accuracy: 0.7945 Epoch 462/500 718/718 [==============================] - 1s 813us/step - loss: 0.4353 - accuracy: 0.7935 Epoch 463/500 718/718 [==============================] - 1s 817us/step - loss: 0.4350 - accuracy: 0.7939 Epoch 464/500 718/718 [==============================] - 1s 799us/step - loss: 0.4350 - accuracy: 0.7935 Epoch 465/500 718/718 [==============================] - 1s 831us/step - loss: 0.4350 - accuracy: 0.7936 Epoch 466/500 718/718 [==============================] - 1s 806us/step - loss: 0.4348 - accuracy: 0.7942 Epoch 467/500 718/718 [==============================] - 1s 814us/step - loss: 0.4345 - accuracy: 0.7958 Epoch 468/500 718/718 [==============================] - 1s 817us/step - loss: 0.4347 - accuracy: 0.7946 Epoch 469/500 718/718 [==============================] - 1s 800us/step - loss: 0.4346 - accuracy: 0.7942 Epoch 470/500 718/718 [==============================] - 1s 817us/step - loss: 0.4348 - accuracy: 0.7949 Epoch 471/500 718/718 [==============================] - 1s 800us/step - loss: 0.4347 - accuracy: 0.7953 Epoch 472/500 718/718 [==============================] - 1s 819us/step - loss: 0.4348 - accuracy: 0.79340s - loss: 0.4354 - ac Epoch 473/500 718/718 [==============================] - 1s 800us/step - loss: 0.4345 - accuracy: 0.7947 Epoch 474/500 718/718 [==============================] - 1s 815us/step - loss: 0.4348 - accuracy: 0.7959 Epoch 475/500 718/718 [==============================] - 1s 825us/step - loss: 0.4350 - accuracy: 0.7935 Epoch 476/500 718/718 [==============================] - 1s 800us/step - loss: 0.4347 - accuracy: 0.7951 Epoch 477/500 718/718 [==============================] - 1s 838us/step - loss: 0.4349 - accuracy: 0.7947 Epoch 478/500 718/718 [==============================] - 1s 801us/step - loss: 0.4345 - accuracy: 0.7960 Epoch 479/500 718/718 [==============================] - 1s 813us/step - loss: 0.4345 - accuracy: 0.7953 Epoch 480/500 718/718 [==============================] - 1s 818us/step - loss: 0.4349 - accuracy: 0.7949 Epoch 481/500 718/718 [==============================] - 1s 806us/step - loss: 0.4340 - accuracy: 0.7971 Epoch 482/500 718/718 [==============================] - 1s 837us/step - loss: 0.4344 - accuracy: 0.7946 Epoch 483/500 718/718 [==============================] - 1s 805us/step - loss: 0.4347 - accuracy: 0.7942 Epoch 484/500 718/718 [==============================] - 1s 825us/step - loss: 0.4345 - accuracy: 0.7936 Epoch 485/500 718/718 [==============================] - 1s 802us/step - loss: 0.4343 - accuracy: 0.7964 Epoch 486/500 718/718 [==============================] - 1s 818us/step - loss: 0.4348 - accuracy: 0.7943 Epoch 487/500 718/718 [==============================] - 1s 817us/step - loss: 0.4344 - accuracy: 0.7967 Epoch 488/500 718/718 [==============================] - 1s 815us/step - loss: 0.4343 - accuracy: 0.7936 Epoch 489/500 718/718 [==============================] - 1s 811us/step - loss: 0.4345 - accuracy: 0.7954 Epoch 490/500 718/718 [==============================] - 1s 800us/step - loss: 0.4344 - accuracy: 0.7949 Epoch 491/500 718/718 [==============================] - 1s 821us/step - loss: 0.4345 - accuracy: 0.7932 Epoch 492/500 718/718 [==============================] - 1s 822us/step - loss: 0.4344 - accuracy: 0.7952 Epoch 493/500 718/718 [==============================] - 1s 796us/step - loss: 0.4342 - accuracy: 0.7951 Epoch 494/500 718/718 [==============================] - 1s 828us/step - loss: 0.4337 - accuracy: 0.7966 Epoch 495/500 718/718 [==============================] - 1s 806us/step - loss: 0.4344 - accuracy: 0.7936 Epoch 496/500 718/718 [==============================] - 1s 819us/step - loss: 0.4344 - accuracy: 0.7956 Epoch 497/500 718/718 [==============================] - 1s 818us/step - loss: 0.4341 - accuracy: 0.7949 Epoch 498/500 718/718 [==============================] - 1s 803us/step - loss: 0.4342 - accuracy: 0.7954 Epoch 499/500 718/718 [==============================] - 1s 830us/step - loss: 0.4345 - accuracy: 0.7958 Epoch 500/500 718/718 [==============================] - 1s 803us/step - loss: 0.4344 - accuracy: 0.7968 Epoch 1/500 718/718 [==============================] - 1s 840us/step - loss: 0.6886 - accuracy: 0.5550 Epoch 2/500 718/718 [==============================] - 1s 875us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 860us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 856us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 879us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 864us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 878us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 830us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 828us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 808us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 799us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 819us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 801us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 810us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 817us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 799us/step - loss: 0.6866 - accuracy: 0.55560s - loss: 0.6849 - ac Epoch 18/500 718/718 [==============================] - 1s 802us/step - loss: 0.6862 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 809us/step - loss: 0.6857 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 815us/step - loss: 0.6844 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 841us/step - loss: 0.6810 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 802us/step - loss: 0.6702 - accuracy: 0.5556 Epoch 23/500 718/718 [==============================] - 1s 815us/step - loss: 0.6360 - accuracy: 0.6170 Epoch 24/500 718/718 [==============================] - 1s 810us/step - loss: 0.5863 - accuracy: 0.7063 Epoch 25/500 718/718 [==============================] - 1s 809us/step - loss: 0.5664 - accuracy: 0.7141 Epoch 26/500 718/718 [==============================] - 1s 803us/step - loss: 0.5615 - accuracy: 0.7150 Epoch 27/500 718/718 [==============================] - 1s 908us/step - loss: 0.5563 - accuracy: 0.7171 Epoch 28/500 718/718 [==============================] - 1s 926us/step - loss: 0.5484 - accuracy: 0.7231 Epoch 29/500 718/718 [==============================] - 1s 829us/step - loss: 0.5392 - accuracy: 0.7305 Epoch 30/500 718/718 [==============================] - 1s 812us/step - loss: 0.5229 - accuracy: 0.7462 Epoch 31/500 718/718 [==============================] - 1s 806us/step - loss: 0.4960 - accuracy: 0.7615 Epoch 32/500 718/718 [==============================] - 1s 805us/step - loss: 0.4733 - accuracy: 0.7725 Epoch 33/500 718/718 [==============================] - 1s 840us/step - loss: 0.4607 - accuracy: 0.7786 Epoch 34/500 718/718 [==============================] - 1s 796us/step - loss: 0.4534 - accuracy: 0.7854 Epoch 35/500 718/718 [==============================] - 1s 820us/step - loss: 0.4492 - accuracy: 0.7872 Epoch 36/500 718/718 [==============================] - 1s 809us/step - loss: 0.4466 - accuracy: 0.7855 Epoch 37/500 718/718 [==============================] - 1s 828us/step - loss: 0.4441 - accuracy: 0.78940s - loss: 0.4507 - accuracy: Epoch 38/500 718/718 [==============================] - 1s 836us/step - loss: 0.4429 - accuracy: 0.7917 Epoch 39/500 718/718 [==============================] - 1s 799us/step - loss: 0.4404 - accuracy: 0.7930 Epoch 40/500 718/718 [==============================] - 1s 811us/step - loss: 0.4392 - accuracy: 0.7949 Epoch 41/500 718/718 [==============================] - 1s 810us/step - loss: 0.4383 - accuracy: 0.7950 Epoch 42/500 718/718 [==============================] - 1s 809us/step - loss: 0.4373 - accuracy: 0.7942 Epoch 43/500 718/718 [==============================] - 1s 836us/step - loss: 0.4373 - accuracy: 0.7956 Epoch 44/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7973: 0s - loss: 0.4269 Epoch 45/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4355 - accuracy: 0.7976 Epoch 46/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4346 - accuracy: 0.7956 Epoch 47/500 718/718 [==============================] - 1s 882us/step - loss: 0.4335 - accuracy: 0.7979 Epoch 48/500 718/718 [==============================] - 1s 808us/step - loss: 0.4332 - accuracy: 0.7956 Epoch 49/500 718/718 [==============================] - 1s 860us/step - loss: 0.4324 - accuracy: 0.7992 Epoch 50/500 718/718 [==============================] - 1s 803us/step - loss: 0.4329 - accuracy: 0.7954 Epoch 51/500 718/718 [==============================] - 1s 826us/step - loss: 0.4317 - accuracy: 0.8026 Epoch 52/500 718/718 [==============================] - 1s 868us/step - loss: 0.4311 - accuracy: 0.7990 Epoch 53/500 718/718 [==============================] - 1s 809us/step - loss: 0.4313 - accuracy: 0.7975 Epoch 54/500 718/718 [==============================] - 1s 822us/step - loss: 0.4304 - accuracy: 0.7977 Epoch 55/500 718/718 [==============================] - 1s 807us/step - loss: 0.4303 - accuracy: 0.7990 Epoch 56/500 718/718 [==============================] - 1s 818us/step - loss: 0.4301 - accuracy: 0.7976 Epoch 57/500 718/718 [==============================] - 1s 830us/step - loss: 0.4290 - accuracy: 0.7996 Epoch 58/500 718/718 [==============================] - 1s 800us/step - loss: 0.4294 - accuracy: 0.7995 Epoch 59/500 718/718 [==============================] - 1s 819us/step - loss: 0.4295 - accuracy: 0.7983 Epoch 60/500 718/718 [==============================] - 1s 809us/step - loss: 0.4293 - accuracy: 0.8009 Epoch 61/500 718/718 [==============================] - 1s 806us/step - loss: 0.4281 - accuracy: 0.8031 Epoch 62/500 718/718 [==============================] - 1s 842us/step - loss: 0.4280 - accuracy: 0.8005 Epoch 63/500 718/718 [==============================] - 1s 826us/step - loss: 0.4281 - accuracy: 0.7976 Epoch 64/500 718/718 [==============================] - 1s 821us/step - loss: 0.4283 - accuracy: 0.7995 Epoch 65/500 718/718 [==============================] - 1s 810us/step - loss: 0.4281 - accuracy: 0.7997 Epoch 66/500 718/718 [==============================] - 1s 808us/step - loss: 0.4272 - accuracy: 0.8019 Epoch 67/500 718/718 [==============================] - 1s 804us/step - loss: 0.4277 - accuracy: 0.80080s - loss: 0.4263 - accuracy: 0. Epoch 68/500 718/718 [==============================] - 1s 826us/step - loss: 0.4273 - accuracy: 0.8008 Epoch 69/500 718/718 [==============================] - 1s 820us/step - loss: 0.4282 - accuracy: 0.7987 Epoch 70/500 718/718 [==============================] - 1s 832us/step - loss: 0.4273 - accuracy: 0.8018 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8011 Epoch 72/500 718/718 [==============================] - 1s 831us/step - loss: 0.4275 - accuracy: 0.7988 Epoch 73/500 718/718 [==============================] - 1s 806us/step - loss: 0.4274 - accuracy: 0.7981 Epoch 74/500 718/718 [==============================] - 1s 827us/step - loss: 0.4270 - accuracy: 0.8015 Epoch 75/500 718/718 [==============================] - 1s 805us/step - loss: 0.4277 - accuracy: 0.7990 Epoch 76/500 718/718 [==============================] - 1s 826us/step - loss: 0.4270 - accuracy: 0.8029 Epoch 77/500 718/718 [==============================] - 1s 824us/step - loss: 0.4265 - accuracy: 0.8012 Epoch 78/500 718/718 [==============================] - 1s 807us/step - loss: 0.4265 - accuracy: 0.8017 Epoch 79/500 718/718 [==============================] - 1s 832us/step - loss: 0.4266 - accuracy: 0.8012 Epoch 80/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8009 Epoch 81/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.8006 Epoch 82/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7990 Epoch 83/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8030 Epoch 84/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.8010 Epoch 85/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.7997 Epoch 86/500 718/718 [==============================] - 1s 999us/step - loss: 0.4258 - accuracy: 0.8006 Epoch 87/500 718/718 [==============================] - 1s 905us/step - loss: 0.4256 - accuracy: 0.8030 Epoch 88/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8001 Epoch 89/500 718/718 [==============================] - 1s 946us/step - loss: 0.4262 - accuracy: 0.8006 Epoch 90/500 718/718 [==============================] - 1s 833us/step - loss: 0.4260 - accuracy: 0.8005 Epoch 91/500 718/718 [==============================] - 1s 940us/step - loss: 0.4262 - accuracy: 0.7998 Epoch 92/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.8022: 0s - loss: 0.4270 - ac Epoch 93/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.8031 Epoch 94/500 718/718 [==============================] - 1s 997us/step - loss: 0.4253 - accuracy: 0.8001 Epoch 95/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8031 Epoch 96/500 718/718 [==============================] - 1s 869us/step - loss: 0.4245 - accuracy: 0.8012 Epoch 97/500 718/718 [==============================] - 1s 809us/step - loss: 0.4248 - accuracy: 0.8017 Epoch 98/500 718/718 [==============================] - 1s 835us/step - loss: 0.4258 - accuracy: 0.8010 Epoch 99/500 718/718 [==============================] - 1s 830us/step - loss: 0.4254 - accuracy: 0.7988 Epoch 100/500 718/718 [==============================] - 1s 819us/step - loss: 0.4247 - accuracy: 0.8018 Epoch 101/500 718/718 [==============================] - 1s 820us/step - loss: 0.4258 - accuracy: 0.8011 Epoch 102/500 718/718 [==============================] - 1s 817us/step - loss: 0.4253 - accuracy: 0.8031 Epoch 103/500 718/718 [==============================] - 1s 801us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 104/500 718/718 [==============================] - 1s 832us/step - loss: 0.4262 - accuracy: 0.8005 Epoch 105/500 718/718 [==============================] - 1s 813us/step - loss: 0.4254 - accuracy: 0.8007 Epoch 106/500 718/718 [==============================] - 1s 825us/step - loss: 0.4259 - accuracy: 0.7985 Epoch 107/500 718/718 [==============================] - 1s 812us/step - loss: 0.4254 - accuracy: 0.8027 Epoch 108/500 718/718 [==============================] - 1s 802us/step - loss: 0.4252 - accuracy: 0.8037 Epoch 109/500 718/718 [==============================] - 1s 939us/step - loss: 0.4255 - accuracy: 0.8014 Epoch 110/500 718/718 [==============================] - 1s 816us/step - loss: 0.4249 - accuracy: 0.8017 Epoch 111/500 718/718 [==============================] - 1s 820us/step - loss: 0.4243 - accuracy: 0.80100s - loss: 0.4230 - accuracy: 0.80 Epoch 112/500 718/718 [==============================] - 1s 822us/step - loss: 0.4250 - accuracy: 0.8026 Epoch 113/500 718/718 [==============================] - 1s 846us/step - loss: 0.4251 - accuracy: 0.7997 Epoch 114/500 718/718 [==============================] - 1s 991us/step - loss: 0.4247 - accuracy: 0.8028 Epoch 115/500 718/718 [==============================] - 1s 956us/step - loss: 0.4249 - accuracy: 0.8023 Epoch 116/500 718/718 [==============================] - 1s 861us/step - loss: 0.4247 - accuracy: 0.8020 Epoch 117/500 718/718 [==============================] - 1s 839us/step - loss: 0.4245 - accuracy: 0.8005 Epoch 118/500 718/718 [==============================] - 1s 800us/step - loss: 0.4257 - accuracy: 0.8025 Epoch 119/500 718/718 [==============================] - 1s 825us/step - loss: 0.4245 - accuracy: 0.8013 Epoch 120/500 718/718 [==============================] - 1s 811us/step - loss: 0.4248 - accuracy: 0.8029 Epoch 121/500 718/718 [==============================] - 1s 812us/step - loss: 0.4256 - accuracy: 0.8037 Epoch 122/500 718/718 [==============================] - 1s 841us/step - loss: 0.4248 - accuracy: 0.8034 Epoch 123/500 718/718 [==============================] - 1s 953us/step - loss: 0.4252 - accuracy: 0.8027 Epoch 124/500 718/718 [==============================] - 1s 857us/step - loss: 0.4239 - accuracy: 0.8012 Epoch 125/500 718/718 [==============================] - 1s 815us/step - loss: 0.4247 - accuracy: 0.8031 Epoch 126/500 718/718 [==============================] - 1s 797us/step - loss: 0.4241 - accuracy: 0.8046 Epoch 127/500 718/718 [==============================] - 1s 823us/step - loss: 0.4253 - accuracy: 0.8016 Epoch 128/500 718/718 [==============================] - 1s 801us/step - loss: 0.4249 - accuracy: 0.8013 Epoch 129/500 718/718 [==============================] - 1s 822us/step - loss: 0.4244 - accuracy: 0.8024 Epoch 130/500 718/718 [==============================] - 1s 814us/step - loss: 0.4247 - accuracy: 0.8027 Epoch 131/500 718/718 [==============================] - 1s 822us/step - loss: 0.4243 - accuracy: 0.8031 Epoch 132/500 718/718 [==============================] - 1s 825us/step - loss: 0.4248 - accuracy: 0.8012 Epoch 133/500 718/718 [==============================] - 1s 809us/step - loss: 0.4248 - accuracy: 0.8029 Epoch 134/500 718/718 [==============================] - 1s 819us/step - loss: 0.4245 - accuracy: 0.8037 Epoch 135/500 718/718 [==============================] - 1s 947us/step - loss: 0.4248 - accuracy: 0.8022 Epoch 136/500 718/718 [==============================] - 1s 824us/step - loss: 0.4237 - accuracy: 0.8023 Epoch 137/500 718/718 [==============================] - 1s 836us/step - loss: 0.4251 - accuracy: 0.80230s - loss: 0.4288 - accuracy: Epoch 138/500 718/718 [==============================] - 1s 801us/step - loss: 0.4246 - accuracy: 0.8024 Epoch 139/500 718/718 [==============================] - 1s 822us/step - loss: 0.4241 - accuracy: 0.8023 Epoch 140/500 718/718 [==============================] - 1s 818us/step - loss: 0.4239 - accuracy: 0.8036 Epoch 141/500 718/718 [==============================] - 1s 802us/step - loss: 0.4239 - accuracy: 0.8023 Epoch 142/500 718/718 [==============================] - 1s 826us/step - loss: 0.4238 - accuracy: 0.7998 Epoch 143/500 718/718 [==============================] - 1s 814us/step - loss: 0.4242 - accuracy: 0.8038 Epoch 144/500 718/718 [==============================] - 1s 805us/step - loss: 0.4240 - accuracy: 0.8003 Epoch 145/500 718/718 [==============================] - 1s 883us/step - loss: 0.4250 - accuracy: 0.8010 Epoch 146/500 718/718 [==============================] - 1s 812us/step - loss: 0.4244 - accuracy: 0.8037 Epoch 147/500 718/718 [==============================] - 1s 811us/step - loss: 0.4246 - accuracy: 0.8015 Epoch 148/500 718/718 [==============================] - 1s 796us/step - loss: 0.4245 - accuracy: 0.8010 Epoch 149/500 718/718 [==============================] - 1s 822us/step - loss: 0.4244 - accuracy: 0.8023 Epoch 150/500 718/718 [==============================] - 1s 805us/step - loss: 0.4243 - accuracy: 0.8023 Epoch 151/500 718/718 [==============================] - 1s 813us/step - loss: 0.4241 - accuracy: 0.8013 Epoch 152/500 718/718 [==============================] - 1s 828us/step - loss: 0.4243 - accuracy: 0.8018 Epoch 153/500 718/718 [==============================] - 1s 802us/step - loss: 0.4244 - accuracy: 0.8025 Epoch 154/500 718/718 [==============================] - 1s 819us/step - loss: 0.4239 - accuracy: 0.8011 Epoch 155/500 718/718 [==============================] - 1s 792us/step - loss: 0.4238 - accuracy: 0.8043 Epoch 156/500 718/718 [==============================] - 1s 808us/step - loss: 0.4236 - accuracy: 0.8025 Epoch 157/500 718/718 [==============================] - 1s 805us/step - loss: 0.4239 - accuracy: 0.8031 Epoch 158/500 718/718 [==============================] - 1s 791us/step - loss: 0.4240 - accuracy: 0.8022 Epoch 159/500 718/718 [==============================] - 1s 812us/step - loss: 0.4239 - accuracy: 0.8018 Epoch 160/500 718/718 [==============================] - 1s 788us/step - loss: 0.4242 - accuracy: 0.8035 Epoch 161/500 718/718 [==============================] - 1s 808us/step - loss: 0.4240 - accuracy: 0.8032 Epoch 162/500 718/718 [==============================] - 1s 798us/step - loss: 0.4245 - accuracy: 0.8023 Epoch 163/500 718/718 [==============================] - 1s 805us/step - loss: 0.4234 - accuracy: 0.8042 Epoch 164/500 718/718 [==============================] - 1s 804us/step - loss: 0.4240 - accuracy: 0.8018 Epoch 165/500 718/718 [==============================] - 1s 792us/step - loss: 0.4247 - accuracy: 0.8028 Epoch 166/500 718/718 [==============================] - 1s 836us/step - loss: 0.4240 - accuracy: 0.8009 Epoch 167/500 718/718 [==============================] - 1s 802us/step - loss: 0.4239 - accuracy: 0.8030 Epoch 168/500 718/718 [==============================] - 1s 812us/step - loss: 0.4242 - accuracy: 0.8017 Epoch 169/500 718/718 [==============================] - 1s 799us/step - loss: 0.4240 - accuracy: 0.8034 Epoch 170/500 718/718 [==============================] - 1s 792us/step - loss: 0.4241 - accuracy: 0.8029 Epoch 171/500 718/718 [==============================] - 1s 803us/step - loss: 0.4235 - accuracy: 0.8030 Epoch 172/500 718/718 [==============================] - 1s 796us/step - loss: 0.4237 - accuracy: 0.8030 Epoch 173/500 718/718 [==============================] - 1s 807us/step - loss: 0.4234 - accuracy: 0.8031 Epoch 174/500 718/718 [==============================] - 1s 811us/step - loss: 0.4235 - accuracy: 0.8016 Epoch 175/500 718/718 [==============================] - 1s 825us/step - loss: 0.4237 - accuracy: 0.8019 Epoch 176/500 718/718 [==============================] - 1s 820us/step - loss: 0.4244 - accuracy: 0.8028 Epoch 177/500 718/718 [==============================] - 1s 805us/step - loss: 0.4236 - accuracy: 0.8024 Epoch 178/500 718/718 [==============================] - 1s 816us/step - loss: 0.4233 - accuracy: 0.80210s - loss: 0.4211 - accuracy: 0.80 Epoch 179/500 718/718 [==============================] - 1s 802us/step - loss: 0.4238 - accuracy: 0.80510s - loss: 0.4178 - accura Epoch 180/500 718/718 [==============================] - 1s 822us/step - loss: 0.4236 - accuracy: 0.8031 Epoch 181/500 718/718 [==============================] - 1s 814us/step - loss: 0.4233 - accuracy: 0.8032 Epoch 182/500 718/718 [==============================] - 1s 985us/step - loss: 0.4229 - accuracy: 0.8035 Epoch 183/500 718/718 [==============================] - 1s 869us/step - loss: 0.4230 - accuracy: 0.8028 Epoch 184/500 718/718 [==============================] - 1s 803us/step - loss: 0.4233 - accuracy: 0.8026 Epoch 185/500 718/718 [==============================] - 1s 816us/step - loss: 0.4232 - accuracy: 0.8026 Epoch 186/500 718/718 [==============================] - 1s 811us/step - loss: 0.4233 - accuracy: 0.8041 Epoch 187/500 718/718 [==============================] - 1s 806us/step - loss: 0.4234 - accuracy: 0.8019 Epoch 188/500 718/718 [==============================] - 1s 829us/step - loss: 0.4239 - accuracy: 0.8031 Epoch 189/500 718/718 [==============================] - 1s 804us/step - loss: 0.4238 - accuracy: 0.8029 Epoch 190/500 718/718 [==============================] - 1s 822us/step - loss: 0.4228 - accuracy: 0.8043 Epoch 191/500 718/718 [==============================] - 1s 823us/step - loss: 0.4237 - accuracy: 0.8020 Epoch 192/500 718/718 [==============================] - 1s 801us/step - loss: 0.4234 - accuracy: 0.8019 Epoch 193/500 718/718 [==============================] - 1s 826us/step - loss: 0.4237 - accuracy: 0.7998 Epoch 194/500 718/718 [==============================] - 1s 820us/step - loss: 0.4233 - accuracy: 0.8063 Epoch 195/500 718/718 [==============================] - 1s 804us/step - loss: 0.4231 - accuracy: 0.8017 Epoch 196/500 718/718 [==============================] - 1s 802us/step - loss: 0.4234 - accuracy: 0.8032 Epoch 197/500 718/718 [==============================] - 1s 815us/step - loss: 0.4236 - accuracy: 0.8028 Epoch 198/500 718/718 [==============================] - 1s 808us/step - loss: 0.4228 - accuracy: 0.8033 Epoch 199/500 718/718 [==============================] - 1s 809us/step - loss: 0.4230 - accuracy: 0.8007 Epoch 200/500 718/718 [==============================] - 1s 836us/step - loss: 0.4221 - accuracy: 0.8022 Epoch 201/500 718/718 [==============================] - 1s 811us/step - loss: 0.4228 - accuracy: 0.8009 Epoch 202/500 718/718 [==============================] - 1s 809us/step - loss: 0.4231 - accuracy: 0.8024 Epoch 203/500 718/718 [==============================] - 1s 817us/step - loss: 0.4227 - accuracy: 0.8029 Epoch 204/500 718/718 [==============================] - 1s 808us/step - loss: 0.4234 - accuracy: 0.8013 Epoch 205/500 718/718 [==============================] - 1s 828us/step - loss: 0.4232 - accuracy: 0.8014 Epoch 206/500 718/718 [==============================] - 1s 799us/step - loss: 0.4230 - accuracy: 0.8029 Epoch 207/500 718/718 [==============================] - 1s 837us/step - loss: 0.4226 - accuracy: 0.8035 Epoch 208/500 718/718 [==============================] - 1s 880us/step - loss: 0.4231 - accuracy: 0.8010 Epoch 209/500 718/718 [==============================] - 1s 796us/step - loss: 0.4227 - accuracy: 0.8031 Epoch 210/500 718/718 [==============================] - 1s 874us/step - loss: 0.4229 - accuracy: 0.8017 Epoch 211/500 718/718 [==============================] - 1s 803us/step - loss: 0.4228 - accuracy: 0.8023 Epoch 212/500 718/718 [==============================] - 1s 821us/step - loss: 0.4228 - accuracy: 0.8013 Epoch 213/500 718/718 [==============================] - 1s 815us/step - loss: 0.4229 - accuracy: 0.8031 Epoch 214/500 718/718 [==============================] - 1s 805us/step - loss: 0.4223 - accuracy: 0.8027 Epoch 215/500 718/718 [==============================] - 1s 817us/step - loss: 0.4233 - accuracy: 0.8031 Epoch 216/500 718/718 [==============================] - 1s 805us/step - loss: 0.4224 - accuracy: 0.8032 Epoch 217/500 718/718 [==============================] - 1s 822us/step - loss: 0.4229 - accuracy: 0.8027 Epoch 218/500 718/718 [==============================] - 1s 801us/step - loss: 0.4231 - accuracy: 0.8016 Epoch 219/500 718/718 [==============================] - 1s 829us/step - loss: 0.4229 - accuracy: 0.8020 Epoch 220/500 718/718 [==============================] - 1s 814us/step - loss: 0.4227 - accuracy: 0.8020 Epoch 221/500 718/718 [==============================] - 1s 812us/step - loss: 0.4226 - accuracy: 0.80530s - loss: 0.4203 - ac Epoch 222/500 718/718 [==============================] - 1s 840us/step - loss: 0.4229 - accuracy: 0.8016 Epoch 223/500 718/718 [==============================] - 1s 832us/step - loss: 0.4230 - accuracy: 0.8038 Epoch 224/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8029 Epoch 225/500 718/718 [==============================] - 1s 823us/step - loss: 0.4228 - accuracy: 0.8017 Epoch 226/500 718/718 [==============================] - 1s 855us/step - loss: 0.4225 - accuracy: 0.8043 Epoch 227/500 718/718 [==============================] - 1s 817us/step - loss: 0.4222 - accuracy: 0.8034 Epoch 228/500 718/718 [==============================] - 1s 815us/step - loss: 0.4217 - accuracy: 0.8031 Epoch 229/500 718/718 [==============================] - 1s 805us/step - loss: 0.4227 - accuracy: 0.8031 Epoch 230/500 718/718 [==============================] - 1s 819us/step - loss: 0.4224 - accuracy: 0.8032 Epoch 231/500 718/718 [==============================] - 1s 808us/step - loss: 0.4218 - accuracy: 0.8045 Epoch 232/500 718/718 [==============================] - 1s 836us/step - loss: 0.4222 - accuracy: 0.8041 Epoch 233/500 718/718 [==============================] - 1s 879us/step - loss: 0.4225 - accuracy: 0.8017 Epoch 234/500 718/718 [==============================] - 1s 967us/step - loss: 0.4224 - accuracy: 0.8024 Epoch 235/500 718/718 [==============================] - 1s 945us/step - loss: 0.4224 - accuracy: 0.8029 Epoch 236/500 718/718 [==============================] - 1s 936us/step - loss: 0.4217 - accuracy: 0.8034 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8036: 0s - loss: 0.4237 - accuracy: 0.80 - ETA: 0s - loss: 0.4246 - accuracy: 0. Epoch 238/500 718/718 [==============================] - 1s 871us/step - loss: 0.4228 - accuracy: 0.80410s - loss: 0.4235 - accuracy: Epoch 239/500 718/718 [==============================] - 1s 970us/step - loss: 0.4221 - accuracy: 0.8028 Epoch 240/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8024 Epoch 241/500 718/718 [==============================] - 1s 902us/step - loss: 0.4220 - accuracy: 0.8053 Epoch 242/500 718/718 [==============================] - 1s 824us/step - loss: 0.4221 - accuracy: 0.8032 Epoch 243/500 718/718 [==============================] - 1s 822us/step - loss: 0.4219 - accuracy: 0.8033 Epoch 244/500 718/718 [==============================] - 1s 857us/step - loss: 0.4224 - accuracy: 0.8053 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8009 Epoch 246/500 718/718 [==============================] - 1s 800us/step - loss: 0.4214 - accuracy: 0.8020 Epoch 247/500 718/718 [==============================] - 1s 816us/step - loss: 0.4220 - accuracy: 0.8031 Epoch 248/500 718/718 [==============================] - 1s 823us/step - loss: 0.4215 - accuracy: 0.8024 Epoch 249/500 718/718 [==============================] - 1s 830us/step - loss: 0.4213 - accuracy: 0.8033 Epoch 250/500 718/718 [==============================] - 1s 825us/step - loss: 0.4219 - accuracy: 0.8036 Epoch 251/500 718/718 [==============================] - 1s 804us/step - loss: 0.4227 - accuracy: 0.8047 Epoch 252/500 718/718 [==============================] - 1s 814us/step - loss: 0.4216 - accuracy: 0.8040 Epoch 253/500 718/718 [==============================] - 1s 814us/step - loss: 0.4216 - accuracy: 0.8023 Epoch 254/500 718/718 [==============================] - 1s 827us/step - loss: 0.4213 - accuracy: 0.8024 Epoch 255/500 718/718 [==============================] - 1s 811us/step - loss: 0.4214 - accuracy: 0.8047 Epoch 256/500 718/718 [==============================] - 1s 797us/step - loss: 0.4216 - accuracy: 0.8012 Epoch 257/500 718/718 [==============================] - 1s 835us/step - loss: 0.4212 - accuracy: 0.8042 Epoch 258/500 718/718 [==============================] - 1s 805us/step - loss: 0.4207 - accuracy: 0.8054 Epoch 259/500 718/718 [==============================] - 1s 815us/step - loss: 0.4213 - accuracy: 0.8049 Epoch 260/500 718/718 [==============================] - 1s 831us/step - loss: 0.4208 - accuracy: 0.8042 Epoch 261/500 718/718 [==============================] - 1s 806us/step - loss: 0.4214 - accuracy: 0.8043 Epoch 262/500 718/718 [==============================] - 1s 842us/step - loss: 0.4215 - accuracy: 0.8057 Epoch 263/500 718/718 [==============================] - 1s 813us/step - loss: 0.4206 - accuracy: 0.8044 Epoch 264/500 718/718 [==============================] - 1s 807us/step - loss: 0.4212 - accuracy: 0.8051 Epoch 265/500 718/718 [==============================] - 1s 815us/step - loss: 0.4211 - accuracy: 0.8049 Epoch 266/500 718/718 [==============================] - 1s 803us/step - loss: 0.4208 - accuracy: 0.8024 Epoch 267/500 718/718 [==============================] - 1s 811us/step - loss: 0.4211 - accuracy: 0.8047 Epoch 268/500 718/718 [==============================] - 1s 803us/step - loss: 0.4196 - accuracy: 0.80340s - loss: 0.4190 - accu Epoch 269/500 718/718 [==============================] - 1s 815us/step - loss: 0.4207 - accuracy: 0.8056 Epoch 270/500 718/718 [==============================] - 1s 814us/step - loss: 0.4209 - accuracy: 0.8031 Epoch 271/500 718/718 [==============================] - 1s 831us/step - loss: 0.4210 - accuracy: 0.8045 Epoch 272/500 718/718 [==============================] - 1s 817us/step - loss: 0.4205 - accuracy: 0.8052 Epoch 273/500 718/718 [==============================] - 1s 801us/step - loss: 0.4204 - accuracy: 0.8038 Epoch 274/500 718/718 [==============================] - 1s 819us/step - loss: 0.4205 - accuracy: 0.8037 Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4205 - accuracy: 0.8046 Epoch 276/500 718/718 [==============================] - 1s 949us/step - loss: 0.4203 - accuracy: 0.8025 Epoch 277/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4201 - accuracy: 0.8039 Epoch 278/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4205 - accuracy: 0.8043 Epoch 279/500 718/718 [==============================] - 1s 893us/step - loss: 0.4206 - accuracy: 0.8052 Epoch 280/500 718/718 [==============================] - 1s 925us/step - loss: 0.4203 - accuracy: 0.8043 Epoch 281/500 718/718 [==============================] - 1s 893us/step - loss: 0.4203 - accuracy: 0.8056 Epoch 282/500 718/718 [==============================] - 1s 891us/step - loss: 0.4202 - accuracy: 0.8026 Epoch 283/500 718/718 [==============================] - 1s 827us/step - loss: 0.4209 - accuracy: 0.8050 Epoch 284/500 718/718 [==============================] - 1s 977us/step - loss: 0.4202 - accuracy: 0.8054 Epoch 285/500 718/718 [==============================] - 1s 839us/step - loss: 0.4204 - accuracy: 0.8047 Epoch 286/500 718/718 [==============================] - 1s 799us/step - loss: 0.4205 - accuracy: 0.8041 Epoch 287/500 718/718 [==============================] - 1s 818us/step - loss: 0.4206 - accuracy: 0.8030 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8035: 0s - loss: 0.4232 - accuracy Epoch 289/500 718/718 [==============================] - 1s 839us/step - loss: 0.4208 - accuracy: 0.8035 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4200 - accuracy: 0.8024 Epoch 291/500 718/718 [==============================] - 1s 809us/step - loss: 0.4205 - accuracy: 0.8037 Epoch 292/500 718/718 [==============================] - 1s 890us/step - loss: 0.4201 - accuracy: 0.8050 Epoch 293/500 718/718 [==============================] - 1s 881us/step - loss: 0.4203 - accuracy: 0.8032 Epoch 294/500 718/718 [==============================] - 1s 796us/step - loss: 0.4193 - accuracy: 0.80570s - loss: 0.4191 - accuracy Epoch 295/500 718/718 [==============================] - 1s 821us/step - loss: 0.4197 - accuracy: 0.8076 Epoch 296/500 718/718 [==============================] - 1s 806us/step - loss: 0.4195 - accuracy: 0.8052 Epoch 297/500 718/718 [==============================] - 1s 806us/step - loss: 0.4207 - accuracy: 0.8040 Epoch 298/500 718/718 [==============================] - 1s 822us/step - loss: 0.4198 - accuracy: 0.8052 Epoch 299/500 718/718 [==============================] - 1s 825us/step - loss: 0.4203 - accuracy: 0.8063 Epoch 300/500 718/718 [==============================] - 1s 846us/step - loss: 0.4202 - accuracy: 0.8033 Epoch 301/500 718/718 [==============================] - 1s 966us/step - loss: 0.4200 - accuracy: 0.8052 Epoch 302/500 718/718 [==============================] - 1s 819us/step - loss: 0.4204 - accuracy: 0.8037 Epoch 303/500 718/718 [==============================] - 1s 825us/step - loss: 0.4202 - accuracy: 0.8049 Epoch 304/500 718/718 [==============================] - 1s 801us/step - loss: 0.4201 - accuracy: 0.8067 Epoch 305/500 718/718 [==============================] - 1s 814us/step - loss: 0.4191 - accuracy: 0.8074 Epoch 306/500 718/718 [==============================] - 1s 797us/step - loss: 0.4206 - accuracy: 0.8044 Epoch 307/500 718/718 [==============================] - 1s 819us/step - loss: 0.4197 - accuracy: 0.8040 Epoch 308/500 718/718 [==============================] - 1s 817us/step - loss: 0.4203 - accuracy: 0.8052 Epoch 309/500 718/718 [==============================] - 1s 798us/step - loss: 0.4197 - accuracy: 0.8044 Epoch 310/500 718/718 [==============================] - 1s 811us/step - loss: 0.4199 - accuracy: 0.8041 Epoch 311/500 718/718 [==============================] - 1s 828us/step - loss: 0.4202 - accuracy: 0.8056 Epoch 312/500 718/718 [==============================] - 1s 804us/step - loss: 0.4199 - accuracy: 0.8051 Epoch 313/500 718/718 [==============================] - 1s 820us/step - loss: 0.4200 - accuracy: 0.8037 Epoch 314/500 718/718 [==============================] - 1s 831us/step - loss: 0.4198 - accuracy: 0.8049 Epoch 315/500 718/718 [==============================] - 1s 819us/step - loss: 0.4200 - accuracy: 0.8058 Epoch 316/500 718/718 [==============================] - 1s 802us/step - loss: 0.4201 - accuracy: 0.8045 Epoch 317/500 718/718 [==============================] - 1s 804us/step - loss: 0.4199 - accuracy: 0.8052 Epoch 318/500 718/718 [==============================] - 1s 803us/step - loss: 0.4200 - accuracy: 0.8037 Epoch 319/500 718/718 [==============================] - 1s 835us/step - loss: 0.4205 - accuracy: 0.8060 Epoch 320/500 718/718 [==============================] - 1s 838us/step - loss: 0.4196 - accuracy: 0.8045 Epoch 321/500 718/718 [==============================] - 1s 792us/step - loss: 0.4199 - accuracy: 0.8042 Epoch 322/500 718/718 [==============================] - 1s 817us/step - loss: 0.4200 - accuracy: 0.8060 Epoch 323/500 718/718 [==============================] - 1s 793us/step - loss: 0.4191 - accuracy: 0.8024 Epoch 324/500 718/718 [==============================] - 1s 802us/step - loss: 0.4200 - accuracy: 0.8047 Epoch 325/500 718/718 [==============================] - 1s 817us/step - loss: 0.4199 - accuracy: 0.8057 Epoch 326/500 718/718 [==============================] - 1s 821us/step - loss: 0.4198 - accuracy: 0.8050 Epoch 327/500 718/718 [==============================] - 1s 831us/step - loss: 0.4201 - accuracy: 0.8031 Epoch 328/500 718/718 [==============================] - 1s 811us/step - loss: 0.4197 - accuracy: 0.8037 Epoch 329/500 718/718 [==============================] - 1s 824us/step - loss: 0.4199 - accuracy: 0.8028 Epoch 330/500 718/718 [==============================] - 1s 872us/step - loss: 0.4196 - accuracy: 0.8037 Epoch 331/500 718/718 [==============================] - 1s 804us/step - loss: 0.4196 - accuracy: 0.8044 Epoch 332/500 718/718 [==============================] - 1s 812us/step - loss: 0.4198 - accuracy: 0.8026 Epoch 333/500 718/718 [==============================] - 1s 803us/step - loss: 0.4201 - accuracy: 0.8028 Epoch 334/500 718/718 [==============================] - 1s 851us/step - loss: 0.4188 - accuracy: 0.8057 Epoch 335/500 718/718 [==============================] - 1s 801us/step - loss: 0.4199 - accuracy: 0.8013 Epoch 336/500 718/718 [==============================] - 1s 812us/step - loss: 0.4194 - accuracy: 0.8054 Epoch 337/500 718/718 [==============================] - 1s 816us/step - loss: 0.4196 - accuracy: 0.8063 Epoch 338/500 718/718 [==============================] - 1s 800us/step - loss: 0.4196 - accuracy: 0.8057 Epoch 339/500 718/718 [==============================] - 1s 815us/step - loss: 0.4198 - accuracy: 0.8056 Epoch 340/500 718/718 [==============================] - 1s 807us/step - loss: 0.4203 - accuracy: 0.8047 Epoch 341/500 718/718 [==============================] - 1s 826us/step - loss: 0.4190 - accuracy: 0.8024 Epoch 342/500 718/718 [==============================] - 1s 811us/step - loss: 0.4197 - accuracy: 0.8058 Epoch 343/500 718/718 [==============================] - 1s 803us/step - loss: 0.4193 - accuracy: 0.8088 Epoch 344/500 718/718 [==============================] - 1s 818us/step - loss: 0.4198 - accuracy: 0.8047 Epoch 345/500 718/718 [==============================] - 1s 794us/step - loss: 0.4196 - accuracy: 0.8042 Epoch 346/500 718/718 [==============================] - 1s 815us/step - loss: 0.4193 - accuracy: 0.8069 Epoch 347/500 718/718 [==============================] - 1s 796us/step - loss: 0.4196 - accuracy: 0.8064 Epoch 348/500 718/718 [==============================] - 1s 809us/step - loss: 0.4196 - accuracy: 0.8059 Epoch 349/500 718/718 [==============================] - 1s 815us/step - loss: 0.4193 - accuracy: 0.8033 Epoch 350/500 718/718 [==============================] - 1s 799us/step - loss: 0.4198 - accuracy: 0.8075 Epoch 351/500 718/718 [==============================] - 1s 816us/step - loss: 0.4189 - accuracy: 0.8050 Epoch 352/500 718/718 [==============================] - 1s 810us/step - loss: 0.4196 - accuracy: 0.8056 Epoch 353/500 718/718 [==============================] - 1s 809us/step - loss: 0.4197 - accuracy: 0.8046 Epoch 354/500 718/718 [==============================] - 1s 814us/step - loss: 0.4194 - accuracy: 0.8062 Epoch 355/500 718/718 [==============================] - 1s 802us/step - loss: 0.4193 - accuracy: 0.8040 Epoch 356/500 718/718 [==============================] - 1s 803us/step - loss: 0.4192 - accuracy: 0.8044 Epoch 357/500 718/718 [==============================] - 1s 997us/step - loss: 0.4192 - accuracy: 0.8065 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4195 - accuracy: 0.8074 Epoch 359/500 718/718 [==============================] - 1s 927us/step - loss: 0.4192 - accuracy: 0.8071 Epoch 360/500 718/718 [==============================] - 1s 841us/step - loss: 0.4193 - accuracy: 0.8050 Epoch 361/500 718/718 [==============================] - 1s 823us/step - loss: 0.4190 - accuracy: 0.8064 Epoch 362/500 718/718 [==============================] - 1s 862us/step - loss: 0.4194 - accuracy: 0.8076 Epoch 363/500 718/718 [==============================] - 1s 819us/step - loss: 0.4200 - accuracy: 0.8044 Epoch 364/500 718/718 [==============================] - 1s 856us/step - loss: 0.4200 - accuracy: 0.80640s - loss: 0.4193 - accuracy: Epoch 365/500 718/718 [==============================] - 1s 837us/step - loss: 0.4188 - accuracy: 0.8062 Epoch 366/500 718/718 [==============================] - 1s 813us/step - loss: 0.4194 - accuracy: 0.8069 Epoch 367/500 718/718 [==============================] - 1s 830us/step - loss: 0.4195 - accuracy: 0.8053 Epoch 368/500 718/718 [==============================] - 1s 797us/step - loss: 0.4191 - accuracy: 0.8051 Epoch 369/500 718/718 [==============================] - 1s 810us/step - loss: 0.4191 - accuracy: 0.8058 Epoch 370/500 718/718 [==============================] - 1s 837us/step - loss: 0.4183 - accuracy: 0.8065 Epoch 371/500 718/718 [==============================] - 1s 811us/step - loss: 0.4199 - accuracy: 0.8047 Epoch 372/500 718/718 [==============================] - 1s 807us/step - loss: 0.4196 - accuracy: 0.8062 Epoch 373/500 718/718 [==============================] - 1s 813us/step - loss: 0.4191 - accuracy: 0.8049 Epoch 374/500 718/718 [==============================] - 1s 813us/step - loss: 0.4193 - accuracy: 0.8037 Epoch 375/500 718/718 [==============================] - 1s 793us/step - loss: 0.4191 - accuracy: 0.8049 Epoch 376/500 718/718 [==============================] - 1s 814us/step - loss: 0.4196 - accuracy: 0.8040 Epoch 377/500 718/718 [==============================] - 1s 813us/step - loss: 0.4195 - accuracy: 0.8050 Epoch 378/500 718/718 [==============================] - 1s 800us/step - loss: 0.4191 - accuracy: 0.8071 Epoch 379/500 718/718 [==============================] - 1s 817us/step - loss: 0.4196 - accuracy: 0.8061 Epoch 380/500 718/718 [==============================] - 1s 815us/step - loss: 0.4190 - accuracy: 0.8066 Epoch 381/500 718/718 [==============================] - 1s 804us/step - loss: 0.4194 - accuracy: 0.8056 Epoch 382/500 718/718 [==============================] - 1s 808us/step - loss: 0.4195 - accuracy: 0.8044 Epoch 383/500 718/718 [==============================] - 1s 811us/step - loss: 0.4194 - accuracy: 0.8038 Epoch 384/500 718/718 [==============================] - 1s 817us/step - loss: 0.4191 - accuracy: 0.8061 Epoch 385/500 718/718 [==============================] - 1s 797us/step - loss: 0.4197 - accuracy: 0.8044 Epoch 386/500 718/718 [==============================] - 1s 828us/step - loss: 0.4195 - accuracy: 0.8044 Epoch 387/500 718/718 [==============================] - 1s 791us/step - loss: 0.4194 - accuracy: 0.8061 Epoch 388/500 718/718 [==============================] - 1s 798us/step - loss: 0.4195 - accuracy: 0.8042 Epoch 389/500 718/718 [==============================] - 1s 791us/step - loss: 0.4188 - accuracy: 0.8081 Epoch 390/500 718/718 [==============================] - 1s 812us/step - loss: 0.4188 - accuracy: 0.8057 Epoch 391/500 718/718 [==============================] - 1s 828us/step - loss: 0.4199 - accuracy: 0.8071 Epoch 392/500 718/718 [==============================] - 1s 809us/step - loss: 0.4203 - accuracy: 0.8033 Epoch 393/500 718/718 [==============================] - 1s 788us/step - loss: 0.4195 - accuracy: 0.8068 Epoch 394/500 718/718 [==============================] - 1s 789us/step - loss: 0.4191 - accuracy: 0.8049 Epoch 395/500 718/718 [==============================] - 1s 810us/step - loss: 0.4192 - accuracy: 0.8039 Epoch 396/500 718/718 [==============================] - 1s 808us/step - loss: 0.4195 - accuracy: 0.8055 Epoch 397/500 718/718 [==============================] - 1s 788us/step - loss: 0.4196 - accuracy: 0.8079 Epoch 398/500 718/718 [==============================] - 1s 802us/step - loss: 0.4189 - accuracy: 0.8078 Epoch 399/500 718/718 [==============================] - 1s 791us/step - loss: 0.4190 - accuracy: 0.8056 Epoch 400/500 718/718 [==============================] - 1s 806us/step - loss: 0.4190 - accuracy: 0.8060 Epoch 401/500 718/718 [==============================] - 1s 792us/step - loss: 0.4192 - accuracy: 0.8053 Epoch 402/500 718/718 [==============================] - 1s 800us/step - loss: 0.4187 - accuracy: 0.8064 Epoch 403/500 718/718 [==============================] - 1s 803us/step - loss: 0.4192 - accuracy: 0.8045 Epoch 404/500 718/718 [==============================] - 1s 797us/step - loss: 0.4195 - accuracy: 0.8063 Epoch 405/500 718/718 [==============================] - 1s 801us/step - loss: 0.4187 - accuracy: 0.8059 Epoch 406/500 718/718 [==============================] - 1s 794us/step - loss: 0.4191 - accuracy: 0.8059 Epoch 407/500 718/718 [==============================] - 1s 812us/step - loss: 0.4190 - accuracy: 0.8058 Epoch 408/500 718/718 [==============================] - 1s 831us/step - loss: 0.4191 - accuracy: 0.8081 Epoch 409/500 718/718 [==============================] - 1s 815us/step - loss: 0.4190 - accuracy: 0.8075 Epoch 410/500 718/718 [==============================] - 1s 812us/step - loss: 0.4187 - accuracy: 0.8057 Epoch 411/500 718/718 [==============================] - 1s 802us/step - loss: 0.4188 - accuracy: 0.80550s - loss: 0.4165 - accu Epoch 412/500 718/718 [==============================] - 1s 838us/step - loss: 0.4192 - accuracy: 0.80660s - loss: 0.4190 - accuracy Epoch 413/500 718/718 [==============================] - 1s 807us/step - loss: 0.4183 - accuracy: 0.8072 Epoch 414/500 718/718 [==============================] - 1s 808us/step - loss: 0.4195 - accuracy: 0.8061 Epoch 415/500 718/718 [==============================] - 1s 835us/step - loss: 0.4189 - accuracy: 0.8044 Epoch 416/500 718/718 [==============================] - 1s 898us/step - loss: 0.4191 - accuracy: 0.8045 Epoch 417/500 718/718 [==============================] - 1s 809us/step - loss: 0.4193 - accuracy: 0.8056 Epoch 418/500 718/718 [==============================] - 1s 807us/step - loss: 0.4185 - accuracy: 0.8068 Epoch 419/500 718/718 [==============================] - 1s 809us/step - loss: 0.4194 - accuracy: 0.8051 Epoch 420/500 718/718 [==============================] - 1s 807us/step - loss: 0.4189 - accuracy: 0.8071 Epoch 421/500 718/718 [==============================] - 1s 807us/step - loss: 0.4194 - accuracy: 0.8068 Epoch 422/500 718/718 [==============================] - 1s 831us/step - loss: 0.4191 - accuracy: 0.8062 Epoch 423/500 718/718 [==============================] - 1s 802us/step - loss: 0.4186 - accuracy: 0.8059 Epoch 424/500 718/718 [==============================] - 1s 825us/step - loss: 0.4193 - accuracy: 0.8064 Epoch 425/500 718/718 [==============================] - 1s 811us/step - loss: 0.4192 - accuracy: 0.8056 Epoch 426/500 718/718 [==============================] - 1s 797us/step - loss: 0.4195 - accuracy: 0.8048 Epoch 427/500 718/718 [==============================] - 1s 804us/step - loss: 0.4189 - accuracy: 0.8062 Epoch 428/500 718/718 [==============================] - 1s 813us/step - loss: 0.4194 - accuracy: 0.8043 Epoch 429/500 718/718 [==============================] - 1s 820us/step - loss: 0.4191 - accuracy: 0.8068 Epoch 430/500 718/718 [==============================] - 1s 800us/step - loss: 0.4187 - accuracy: 0.8056 Epoch 431/500 718/718 [==============================] - 1s 841us/step - loss: 0.4193 - accuracy: 0.8072 Epoch 432/500 718/718 [==============================] - 1s 817us/step - loss: 0.4189 - accuracy: 0.8063 Epoch 433/500 718/718 [==============================] - 1s 799us/step - loss: 0.4190 - accuracy: 0.8064 Epoch 434/500 718/718 [==============================] - 1s 810us/step - loss: 0.4190 - accuracy: 0.8057 Epoch 435/500 718/718 [==============================] - 1s 800us/step - loss: 0.4199 - accuracy: 0.8051 Epoch 436/500 718/718 [==============================] - 1s 820us/step - loss: 0.4190 - accuracy: 0.8049 Epoch 437/500 718/718 [==============================] - 1s 819us/step - loss: 0.4190 - accuracy: 0.8068 Epoch 438/500 718/718 [==============================] - 1s 809us/step - loss: 0.4188 - accuracy: 0.8046 Epoch 439/500 718/718 [==============================] - 1s 806us/step - loss: 0.4190 - accuracy: 0.8064 Epoch 440/500 718/718 [==============================] - 1s 800us/step - loss: 0.4195 - accuracy: 0.8060 Epoch 441/500 718/718 [==============================] - 1s 817us/step - loss: 0.4193 - accuracy: 0.8059 Epoch 442/500 718/718 [==============================] - 1s 793us/step - loss: 0.4189 - accuracy: 0.8074 Epoch 443/500 718/718 [==============================] - 1s 854us/step - loss: 0.4184 - accuracy: 0.8051 Epoch 444/500 718/718 [==============================] - 1s 805us/step - loss: 0.4193 - accuracy: 0.8063 Epoch 445/500 718/718 [==============================] - 1s 804us/step - loss: 0.4190 - accuracy: 0.8051 Epoch 446/500 718/718 [==============================] - 1s 818us/step - loss: 0.4190 - accuracy: 0.8056 Epoch 447/500 718/718 [==============================] - 1s 811us/step - loss: 0.4183 - accuracy: 0.8061 Epoch 448/500 718/718 [==============================] - 1s 794us/step - loss: 0.4193 - accuracy: 0.8068 Epoch 449/500 718/718 [==============================] - 1s 810us/step - loss: 0.4184 - accuracy: 0.8064 Epoch 450/500 718/718 [==============================] - 1s 792us/step - loss: 0.4190 - accuracy: 0.8072 Epoch 451/500 718/718 [==============================] - 1s 816us/step - loss: 0.4189 - accuracy: 0.80710s - loss: 0.4179 - accuracy: 0. Epoch 452/500 718/718 [==============================] - 1s 808us/step - loss: 0.4195 - accuracy: 0.8076 Epoch 453/500 718/718 [==============================] - 1s 811us/step - loss: 0.4187 - accuracy: 0.8069 Epoch 454/500 718/718 [==============================] - 1s 810us/step - loss: 0.4180 - accuracy: 0.8094 Epoch 455/500 718/718 [==============================] - 1s 814us/step - loss: 0.4188 - accuracy: 0.8058 Epoch 456/500 718/718 [==============================] - 1s 814us/step - loss: 0.4195 - accuracy: 0.8075 Epoch 457/500 718/718 [==============================] - 1s 797us/step - loss: 0.4191 - accuracy: 0.8047 Epoch 458/500 718/718 [==============================] - 1s 822us/step - loss: 0.4186 - accuracy: 0.8066 Epoch 459/500 718/718 [==============================] - 1s 795us/step - loss: 0.4187 - accuracy: 0.8048 Epoch 460/500 718/718 [==============================] - 1s 820us/step - loss: 0.4193 - accuracy: 0.8057 Epoch 461/500 718/718 [==============================] - 1s 823us/step - loss: 0.4191 - accuracy: 0.8076 Epoch 462/500 718/718 [==============================] - 1s 801us/step - loss: 0.4187 - accuracy: 0.8069 Epoch 463/500 718/718 [==============================] - 1s 821us/step - loss: 0.4193 - accuracy: 0.8061 Epoch 464/500 718/718 [==============================] - 1s 805us/step - loss: 0.4186 - accuracy: 0.8060 Epoch 465/500 718/718 [==============================] - 1s 817us/step - loss: 0.4188 - accuracy: 0.8050 Epoch 466/500 718/718 [==============================] - 1s 977us/step - loss: 0.4188 - accuracy: 0.8041 Epoch 467/500 718/718 [==============================] - 1s 801us/step - loss: 0.4189 - accuracy: 0.8086 Epoch 468/500 718/718 [==============================] - 1s 808us/step - loss: 0.4183 - accuracy: 0.8068 Epoch 469/500 718/718 [==============================] - 1s 802us/step - loss: 0.4188 - accuracy: 0.8051 Epoch 470/500 718/718 [==============================] - 1s 803us/step - loss: 0.4187 - accuracy: 0.8066 Epoch 471/500 718/718 [==============================] - 1s 805us/step - loss: 0.4185 - accuracy: 0.8060 Epoch 472/500 718/718 [==============================] - 1s 825us/step - loss: 0.4181 - accuracy: 0.8065 Epoch 473/500 718/718 [==============================] - 1s 803us/step - loss: 0.4188 - accuracy: 0.8056 Epoch 474/500 718/718 [==============================] - 1s 802us/step - loss: 0.4184 - accuracy: 0.8071 Epoch 475/500 718/718 [==============================] - 1s 812us/step - loss: 0.4189 - accuracy: 0.8058 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4189 - accuracy: 0.8064 Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4193 - accuracy: 0.8071 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4185 - accuracy: 0.8067 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4188 - accuracy: 0.8051 Epoch 480/500 718/718 [==============================] - 1s 933us/step - loss: 0.4189 - accuracy: 0.8051 Epoch 481/500 718/718 [==============================] - 1s 936us/step - loss: 0.4191 - accuracy: 0.8073 Epoch 482/500 718/718 [==============================] - 1s 870us/step - loss: 0.4188 - accuracy: 0.8041 Epoch 483/500 718/718 [==============================] - 1s 909us/step - loss: 0.4190 - accuracy: 0.8068 Epoch 484/500 718/718 [==============================] - 1s 793us/step - loss: 0.4181 - accuracy: 0.8068 Epoch 485/500 718/718 [==============================] - 1s 901us/step - loss: 0.4197 - accuracy: 0.8055 Epoch 486/500 718/718 [==============================] - 1s 988us/step - loss: 0.4186 - accuracy: 0.8065 Epoch 487/500 718/718 [==============================] - 1s 840us/step - loss: 0.4191 - accuracy: 0.8065 Epoch 488/500 718/718 [==============================] - 1s 865us/step - loss: 0.4189 - accuracy: 0.80500s - loss: 0.4284 - ac Epoch 489/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4186 - accuracy: 0.8042: 0s - loss: 0.4137 - accura Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4190 - accuracy: 0.8083 Epoch 491/500 718/718 [==============================] - 1s 984us/step - loss: 0.4192 - accuracy: 0.8071 Epoch 492/500 718/718 [==============================] - 1s 827us/step - loss: 0.4190 - accuracy: 0.8085 Epoch 493/500 718/718 [==============================] - 1s 908us/step - loss: 0.4192 - accuracy: 0.8052 Epoch 494/500 718/718 [==============================] - 1s 871us/step - loss: 0.4187 - accuracy: 0.80540s - loss: 0.4191 - accuracy: 0. Epoch 495/500 718/718 [==============================] - 1s 816us/step - loss: 0.4187 - accuracy: 0.8067 Epoch 496/500 718/718 [==============================] - 1s 815us/step - loss: 0.4187 - accuracy: 0.8071 Epoch 497/500 718/718 [==============================] - 1s 819us/step - loss: 0.4188 - accuracy: 0.8082 Epoch 498/500 718/718 [==============================] - 1s 801us/step - loss: 0.4185 - accuracy: 0.8031 Epoch 499/500 718/718 [==============================] - 1s 820us/step - loss: 0.4189 - accuracy: 0.8045 Epoch 500/500 718/718 [==============================] - 1s 811us/step - loss: 0.4187 - accuracy: 0.8049 Epoch 1/500 718/718 [==============================] - 1s 833us/step - loss: 0.6887 - accuracy: 0.5557 Epoch 2/500 718/718 [==============================] - 1s 870us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6874 - accura Epoch 3/500 718/718 [==============================] - 1s 859us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 850us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 855us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 864us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 837us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 870us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 839us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 855us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 863us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 838us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 868us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 840us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 870us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 846us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 841us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 877us/step - loss: 0.6868 - accuracy: 0.55560s - loss: 0.6890 - Epoch 19/500 718/718 [==============================] - 1s 876us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 833us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 869us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 22/500 718/718 [==============================] - 1s 804us/step - loss: 0.6852 - accuracy: 0.5556 Epoch 23/500 718/718 [==============================] - 1s 810us/step - loss: 0.6829 - accuracy: 0.5556 Epoch 24/500 718/718 [==============================] - 1s 798us/step - loss: 0.6752 - accuracy: 0.5556 Epoch 25/500 718/718 [==============================] - 1s 1ms/step - loss: 0.6465 - accuracy: 0.6584 Epoch 26/500 718/718 [==============================] - 1s 816us/step - loss: 0.5961 - accuracy: 0.7054 Epoch 27/500 718/718 [==============================] - 1s 817us/step - loss: 0.5700 - accuracy: 0.7076 Epoch 28/500 718/718 [==============================] - 1s 822us/step - loss: 0.5567 - accuracy: 0.71300s - loss: 0.5556 - accuracy: 0.71 Epoch 29/500 718/718 [==============================] - 1s 816us/step - loss: 0.5432 - accuracy: 0.7209 Epoch 30/500 718/718 [==============================] - 1s 803us/step - loss: 0.5247 - accuracy: 0.7338 Epoch 31/500 718/718 [==============================] - 1s 927us/step - loss: 0.5013 - accuracy: 0.7537 Epoch 32/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4835 - accuracy: 0.7651: 0s - loss: 0.4842 - accura Epoch 33/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4729 - accuracy: 0.7677 Epoch 34/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4647 - accuracy: 0.7756 Epoch 35/500 718/718 [==============================] - 1s 895us/step - loss: 0.4594 - accuracy: 0.7773 Epoch 36/500 718/718 [==============================] - 1s 879us/step - loss: 0.4556 - accuracy: 0.7775 Epoch 37/500 718/718 [==============================] - 1s 890us/step - loss: 0.4517 - accuracy: 0.7798 Epoch 38/500 718/718 [==============================] - 1s 815us/step - loss: 0.4478 - accuracy: 0.7842 Epoch 39/500 718/718 [==============================] - 1s 795us/step - loss: 0.4448 - accuracy: 0.7879 Epoch 40/500 718/718 [==============================] - 1s 804us/step - loss: 0.4419 - accuracy: 0.7891 Epoch 41/500 718/718 [==============================] - 1s 803us/step - loss: 0.4401 - accuracy: 0.7904 Epoch 42/500 718/718 [==============================] - 1s 804us/step - loss: 0.4380 - accuracy: 0.7912 Epoch 43/500 718/718 [==============================] - 1s 809us/step - loss: 0.4364 - accuracy: 0.7915 Epoch 44/500 718/718 [==============================] - 1s 793us/step - loss: 0.4357 - accuracy: 0.7944 Epoch 45/500 718/718 [==============================] - 1s 799us/step - loss: 0.4348 - accuracy: 0.79400s - loss: 0.4359 - accuracy: 0. Epoch 46/500 718/718 [==============================] - 1s 790us/step - loss: 0.4336 - accuracy: 0.7943 Epoch 47/500 718/718 [==============================] - 1s 830us/step - loss: 0.4327 - accuracy: 0.7967 Epoch 48/500 718/718 [==============================] - 1s 793us/step - loss: 0.4324 - accuracy: 0.7965 Epoch 49/500 718/718 [==============================] - 1s 806us/step - loss: 0.4324 - accuracy: 0.7958 Epoch 50/500 718/718 [==============================] - 1s 820us/step - loss: 0.4315 - accuracy: 0.7983 Epoch 51/500 718/718 [==============================] - 1s 797us/step - loss: 0.4313 - accuracy: 0.7960 Epoch 52/500 718/718 [==============================] - 1s 797us/step - loss: 0.4318 - accuracy: 0.7958 Epoch 53/500 718/718 [==============================] - 1s 781us/step - loss: 0.4308 - accuracy: 0.7956 Epoch 54/500 718/718 [==============================] - 1s 817us/step - loss: 0.4308 - accuracy: 0.7977 Epoch 55/500 718/718 [==============================] - 1s 800us/step - loss: 0.4307 - accuracy: 0.7975 Epoch 56/500 718/718 [==============================] - 1s 783us/step - loss: 0.4304 - accuracy: 0.7985 Epoch 57/500 718/718 [==============================] - 1s 799us/step - loss: 0.4303 - accuracy: 0.7975 Epoch 58/500 718/718 [==============================] - 1s 813us/step - loss: 0.4296 - accuracy: 0.7975 Epoch 59/500 718/718 [==============================] - 1s 822us/step - loss: 0.4291 - accuracy: 0.7980 Epoch 60/500 718/718 [==============================] - 1s 793us/step - loss: 0.4288 - accuracy: 0.7976 Epoch 61/500 718/718 [==============================] - 1s 811us/step - loss: 0.4287 - accuracy: 0.7983 Epoch 62/500 718/718 [==============================] - 1s 823us/step - loss: 0.4281 - accuracy: 0.7993 Epoch 63/500 718/718 [==============================] - 1s 794us/step - loss: 0.4283 - accuracy: 0.7975 Epoch 64/500 718/718 [==============================] - 1s 827us/step - loss: 0.4286 - accuracy: 0.7984 Epoch 65/500 718/718 [==============================] - 1s 796us/step - loss: 0.4282 - accuracy: 0.8015 Epoch 66/500 718/718 [==============================] - 1s 801us/step - loss: 0.4279 - accuracy: 0.7990 Epoch 67/500 718/718 [==============================] - 1s 800us/step - loss: 0.4278 - accuracy: 0.7981 Epoch 68/500 718/718 [==============================] - 1s 820us/step - loss: 0.4269 - accuracy: 0.7990 Epoch 69/500 718/718 [==============================] - 1s 800us/step - loss: 0.4266 - accuracy: 0.8010 Epoch 70/500 718/718 [==============================] - 1s 794us/step - loss: 0.4268 - accuracy: 0.7993 Epoch 71/500 718/718 [==============================] - 1s 800us/step - loss: 0.4258 - accuracy: 0.8005 Epoch 72/500 718/718 [==============================] - 1s 787us/step - loss: 0.4264 - accuracy: 0.7979 Epoch 73/500 718/718 [==============================] - 1s 811us/step - loss: 0.4253 - accuracy: 0.8004 Epoch 74/500 718/718 [==============================] - 1s 805us/step - loss: 0.4248 - accuracy: 0.8024 Epoch 75/500 718/718 [==============================] - 1s 789us/step - loss: 0.4263 - accuracy: 0.8025 Epoch 76/500 718/718 [==============================] - 1s 806us/step - loss: 0.4258 - accuracy: 0.8023 Epoch 77/500 718/718 [==============================] - 1s 790us/step - loss: 0.4253 - accuracy: 0.8015 Epoch 78/500 718/718 [==============================] - 1s 802us/step - loss: 0.4261 - accuracy: 0.7995 Epoch 79/500 718/718 [==============================] - 1s 805us/step - loss: 0.4253 - accuracy: 0.80020s - loss: 0.4324 - ac Epoch 80/500 718/718 [==============================] - 1s 808us/step - loss: 0.4257 - accuracy: 0.7999 Epoch 81/500 718/718 [==============================] - 1s 801us/step - loss: 0.4246 - accuracy: 0.80120s - loss: 0.4252 - accuracy: 0.80 Epoch 82/500 718/718 [==============================] - 1s 793us/step - loss: 0.4251 - accuracy: 0.8026 Epoch 83/500 718/718 [==============================] - 1s 808us/step - loss: 0.4244 - accuracy: 0.8010 Epoch 84/500 718/718 [==============================] - 1s 921us/step - loss: 0.4246 - accuracy: 0.8010 Epoch 85/500 718/718 [==============================] - 1s 816us/step - loss: 0.4244 - accuracy: 0.8013 Epoch 86/500 718/718 [==============================] - 1s 812us/step - loss: 0.4247 - accuracy: 0.8010 Epoch 87/500 718/718 [==============================] - 1s 792us/step - loss: 0.4242 - accuracy: 0.7996 Epoch 88/500 718/718 [==============================] - 1s 802us/step - loss: 0.4245 - accuracy: 0.8033 Epoch 89/500 718/718 [==============================] - 1s 788us/step - loss: 0.4243 - accuracy: 0.8014 Epoch 90/500 718/718 [==============================] - 1s 813us/step - loss: 0.4240 - accuracy: 0.8020 Epoch 91/500 718/718 [==============================] - 1s 804us/step - loss: 0.4241 - accuracy: 0.8007 Epoch 92/500 718/718 [==============================] - 1s 785us/step - loss: 0.4242 - accuracy: 0.7996 Epoch 93/500 718/718 [==============================] - 1s 792us/step - loss: 0.4247 - accuracy: 0.8005 Epoch 94/500 718/718 [==============================] - 1s 797us/step - loss: 0.4239 - accuracy: 0.8029 Epoch 95/500 718/718 [==============================] - 1s 806us/step - loss: 0.4235 - accuracy: 0.8004 Epoch 96/500 718/718 [==============================] - 1s 788us/step - loss: 0.4239 - accuracy: 0.8036 Epoch 97/500 718/718 [==============================] - 1s 805us/step - loss: 0.4234 - accuracy: 0.8013 Epoch 98/500 718/718 [==============================] - 1s 792us/step - loss: 0.4241 - accuracy: 0.8017 Epoch 99/500 718/718 [==============================] - 1s 804us/step - loss: 0.4239 - accuracy: 0.8031 Epoch 100/500 718/718 [==============================] - 1s 796us/step - loss: 0.4243 - accuracy: 0.8020 Epoch 101/500 718/718 [==============================] - 1s 790us/step - loss: 0.4234 - accuracy: 0.8024 Epoch 102/500 718/718 [==============================] - 1s 812us/step - loss: 0.4239 - accuracy: 0.8016 Epoch 103/500 718/718 [==============================] - 1s 815us/step - loss: 0.4240 - accuracy: 0.8017 Epoch 104/500 718/718 [==============================] - 1s 807us/step - loss: 0.4236 - accuracy: 0.8015 Epoch 105/500 718/718 [==============================] - 1s 817us/step - loss: 0.4236 - accuracy: 0.8022 Epoch 106/500 718/718 [==============================] - 1s 791us/step - loss: 0.4232 - accuracy: 0.8007 Epoch 107/500 718/718 [==============================] - 1s 794us/step - loss: 0.4230 - accuracy: 0.8033 Epoch 108/500 718/718 [==============================] - 1s 790us/step - loss: 0.4231 - accuracy: 0.8017 Epoch 109/500 718/718 [==============================] - 1s 803us/step - loss: 0.4231 - accuracy: 0.8001 Epoch 110/500 718/718 [==============================] - 1s 785us/step - loss: 0.4231 - accuracy: 0.8025 Epoch 111/500 718/718 [==============================] - 1s 798us/step - loss: 0.4241 - accuracy: 0.8017 Epoch 112/500 718/718 [==============================] - 1s 816us/step - loss: 0.4239 - accuracy: 0.8028 Epoch 113/500 718/718 [==============================] - 1s 785us/step - loss: 0.4238 - accuracy: 0.8021 Epoch 114/500 718/718 [==============================] - 1s 818us/step - loss: 0.4233 - accuracy: 0.8031 Epoch 115/500 718/718 [==============================] - 1s 789us/step - loss: 0.4229 - accuracy: 0.8021 Epoch 116/500 718/718 [==============================] - 1s 804us/step - loss: 0.4227 - accuracy: 0.8017 Epoch 117/500 718/718 [==============================] - 1s 823us/step - loss: 0.4237 - accuracy: 0.7984 Epoch 118/500 718/718 [==============================] - 1s 803us/step - loss: 0.4224 - accuracy: 0.8027 Epoch 119/500 718/718 [==============================] - 1s 809us/step - loss: 0.4232 - accuracy: 0.80170s - loss: 0.4240 - accu Epoch 120/500 718/718 [==============================] - 1s 799us/step - loss: 0.4232 - accuracy: 0.8014 Epoch 121/500 718/718 [==============================] - 1s 816us/step - loss: 0.4233 - accuracy: 0.8042 Epoch 122/500 718/718 [==============================] - 1s 789us/step - loss: 0.4226 - accuracy: 0.8028 Epoch 123/500 718/718 [==============================] - 1s 790us/step - loss: 0.4231 - accuracy: 0.8036 Epoch 124/500 718/718 [==============================] - 1s 782us/step - loss: 0.4231 - accuracy: 0.8020 Epoch 125/500 718/718 [==============================] - 1s 793us/step - loss: 0.4230 - accuracy: 0.8048 Epoch 126/500 718/718 [==============================] - 1s 793us/step - loss: 0.4232 - accuracy: 0.8024 Epoch 127/500 718/718 [==============================] - 1s 779us/step - loss: 0.4226 - accuracy: 0.8041 Epoch 128/500 718/718 [==============================] - 1s 801us/step - loss: 0.4221 - accuracy: 0.8026 Epoch 129/500 718/718 [==============================] - 1s 782us/step - loss: 0.4227 - accuracy: 0.8039 Epoch 130/500 718/718 [==============================] - 1s 795us/step - loss: 0.4221 - accuracy: 0.8037 Epoch 131/500 718/718 [==============================] - 1s 783us/step - loss: 0.4234 - accuracy: 0.8003 Epoch 132/500 718/718 [==============================] - 1s 823us/step - loss: 0.4222 - accuracy: 0.8040 Epoch 133/500 718/718 [==============================] - 1s 792us/step - loss: 0.4229 - accuracy: 0.8000 Epoch 134/500 718/718 [==============================] - 1s 786us/step - loss: 0.4225 - accuracy: 0.8031 Epoch 135/500 718/718 [==============================] - 1s 799us/step - loss: 0.4224 - accuracy: 0.8040 Epoch 136/500 718/718 [==============================] - 1s 781us/step - loss: 0.4223 - accuracy: 0.8024 Epoch 137/500 718/718 [==============================] - 1s 811us/step - loss: 0.4226 - accuracy: 0.8047 Epoch 138/500 718/718 [==============================] - 1s 774us/step - loss: 0.4229 - accuracy: 0.8031 Epoch 139/500 718/718 [==============================] - 1s 819us/step - loss: 0.4222 - accuracy: 0.8035 Epoch 140/500 718/718 [==============================] - 1s 895us/step - loss: 0.4225 - accuracy: 0.8021 Epoch 141/500 718/718 [==============================] - 1s 825us/step - loss: 0.4227 - accuracy: 0.8048 Epoch 142/500 718/718 [==============================] - 1s 809us/step - loss: 0.4222 - accuracy: 0.8035 Epoch 143/500 718/718 [==============================] - 1s 813us/step - loss: 0.4226 - accuracy: 0.8051 Epoch 144/500 718/718 [==============================] - 1s 790us/step - loss: 0.4225 - accuracy: 0.8038 Epoch 145/500 718/718 [==============================] - 1s 789us/step - loss: 0.4208 - accuracy: 0.8042 Epoch 146/500 718/718 [==============================] - 1s 805us/step - loss: 0.4216 - accuracy: 0.8039 Epoch 147/500 718/718 [==============================] - 1s 809us/step - loss: 0.4218 - accuracy: 0.8046 Epoch 148/500 718/718 [==============================] - 1s 792us/step - loss: 0.4219 - accuracy: 0.8029 Epoch 149/500 718/718 [==============================] - 1s 799us/step - loss: 0.4214 - accuracy: 0.8026 Epoch 150/500 718/718 [==============================] - 1s 809us/step - loss: 0.4225 - accuracy: 0.8034 Epoch 151/500 718/718 [==============================] - 1s 798us/step - loss: 0.4219 - accuracy: 0.8041 Epoch 152/500 718/718 [==============================] - 1s 866us/step - loss: 0.4213 - accuracy: 0.8031 Epoch 153/500 718/718 [==============================] - 1s 811us/step - loss: 0.4221 - accuracy: 0.8025 Epoch 154/500 718/718 [==============================] - 1s 822us/step - loss: 0.4215 - accuracy: 0.8060 Epoch 155/500 718/718 [==============================] - 1s 788us/step - loss: 0.4218 - accuracy: 0.8039 Epoch 156/500 718/718 [==============================] - 1s 943us/step - loss: 0.4213 - accuracy: 0.8039 Epoch 157/500 718/718 [==============================] - 1s 822us/step - loss: 0.4217 - accuracy: 0.8026 Epoch 158/500 718/718 [==============================] - 1s 795us/step - loss: 0.4205 - accuracy: 0.8033 Epoch 159/500 718/718 [==============================] - 1s 809us/step - loss: 0.4219 - accuracy: 0.8041 Epoch 160/500 718/718 [==============================] - 1s 787us/step - loss: 0.4222 - accuracy: 0.8009 Epoch 161/500 718/718 [==============================] - 1s 807us/step - loss: 0.4215 - accuracy: 0.8037 Epoch 162/500 718/718 [==============================] - 1s 814us/step - loss: 0.4220 - accuracy: 0.8029 Epoch 163/500 718/718 [==============================] - 1s 790us/step - loss: 0.4214 - accuracy: 0.8051 Epoch 164/500 718/718 [==============================] - 1s 813us/step - loss: 0.4217 - accuracy: 0.8032 Epoch 165/500 718/718 [==============================] - 1s 797us/step - loss: 0.4215 - accuracy: 0.8044 Epoch 166/500 718/718 [==============================] - 1s 798us/step - loss: 0.4213 - accuracy: 0.8046 Epoch 167/500 718/718 [==============================] - 1s 811us/step - loss: 0.4213 - accuracy: 0.8031 Epoch 168/500 718/718 [==============================] - 1s 787us/step - loss: 0.4215 - accuracy: 0.8007 Epoch 169/500 718/718 [==============================] - 1s 801us/step - loss: 0.4211 - accuracy: 0.8032 Epoch 170/500 718/718 [==============================] - 1s 786us/step - loss: 0.4214 - accuracy: 0.8041 Epoch 171/500 718/718 [==============================] - 1s 815us/step - loss: 0.4214 - accuracy: 0.8024 Epoch 172/500 718/718 [==============================] - 1s 792us/step - loss: 0.4209 - accuracy: 0.8005 Epoch 173/500 718/718 [==============================] - 1s 803us/step - loss: 0.4209 - accuracy: 0.8049 Epoch 174/500 718/718 [==============================] - 1s 803us/step - loss: 0.4214 - accuracy: 0.8050 Epoch 175/500 718/718 [==============================] - 1s 788us/step - loss: 0.4212 - accuracy: 0.8031 Epoch 176/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4214 - accuracy: 0.8057 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.8032 Epoch 178/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4207 - accuracy: 0.8031 Epoch 179/500 718/718 [==============================] - 1s 963us/step - loss: 0.4212 - accuracy: 0.8028 Epoch 180/500 718/718 [==============================] - 1s 866us/step - loss: 0.4210 - accuracy: 0.8049 Epoch 181/500 718/718 [==============================] - 1s 883us/step - loss: 0.4208 - accuracy: 0.8040 Epoch 182/500 718/718 [==============================] - 1s 815us/step - loss: 0.4208 - accuracy: 0.8031 Epoch 183/500 718/718 [==============================] - 1s 858us/step - loss: 0.4212 - accuracy: 0.8032 Epoch 184/500 718/718 [==============================] - 1s 867us/step - loss: 0.4207 - accuracy: 0.8056 Epoch 185/500 718/718 [==============================] - 1s 910us/step - loss: 0.4209 - accuracy: 0.8019 Epoch 186/500 718/718 [==============================] - 1s 855us/step - loss: 0.4211 - accuracy: 0.8039 Epoch 187/500 718/718 [==============================] - 1s 827us/step - loss: 0.4212 - accuracy: 0.8047 Epoch 188/500 718/718 [==============================] - 1s 826us/step - loss: 0.4205 - accuracy: 0.8051 Epoch 189/500 718/718 [==============================] - 1s 992us/step - loss: 0.4215 - accuracy: 0.8027 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8023: 0s - loss: 0.419 Epoch 191/500 718/718 [==============================] - 1s 819us/step - loss: 0.4207 - accuracy: 0.8032 Epoch 192/500 718/718 [==============================] - 1s 837us/step - loss: 0.4207 - accuracy: 0.8025 Epoch 193/500 718/718 [==============================] - 1s 907us/step - loss: 0.4207 - accuracy: 0.8037 Epoch 194/500 718/718 [==============================] - 1s 816us/step - loss: 0.4207 - accuracy: 0.8023 Epoch 195/500 718/718 [==============================] - 1s 801us/step - loss: 0.4206 - accuracy: 0.8046 Epoch 196/500 718/718 [==============================] - 1s 810us/step - loss: 0.4209 - accuracy: 0.8024 Epoch 197/500 718/718 [==============================] - 1s 808us/step - loss: 0.4207 - accuracy: 0.8028 Epoch 198/500 718/718 [==============================] - 1s 819us/step - loss: 0.4209 - accuracy: 0.8021 Epoch 199/500 718/718 [==============================] - 1s 792us/step - loss: 0.4202 - accuracy: 0.8051 Epoch 200/500 718/718 [==============================] - 1s 835us/step - loss: 0.4199 - accuracy: 0.8043 Epoch 201/500 718/718 [==============================] - 1s 948us/step - loss: 0.4207 - accuracy: 0.8031 Epoch 202/500 718/718 [==============================] - 1s 814us/step - loss: 0.4207 - accuracy: 0.8042 Epoch 203/500 718/718 [==============================] - 1s 821us/step - loss: 0.4198 - accuracy: 0.8016 Epoch 204/500 718/718 [==============================] - 1s 791us/step - loss: 0.4204 - accuracy: 0.8043 Epoch 205/500 718/718 [==============================] - 1s 810us/step - loss: 0.4205 - accuracy: 0.8044 Epoch 206/500 718/718 [==============================] - 1s 791us/step - loss: 0.4200 - accuracy: 0.8041 Epoch 207/500 718/718 [==============================] - 1s 799us/step - loss: 0.4208 - accuracy: 0.8029 Epoch 208/500 718/718 [==============================] - 1s 810us/step - loss: 0.4198 - accuracy: 0.8042 Epoch 209/500 718/718 [==============================] - 1s 790us/step - loss: 0.4198 - accuracy: 0.8040 Epoch 210/500 718/718 [==============================] - 1s 802us/step - loss: 0.4202 - accuracy: 0.80440s - loss: 0.4203 - accu Epoch 211/500 718/718 [==============================] - 1s 794us/step - loss: 0.4206 - accuracy: 0.8054 Epoch 212/500 718/718 [==============================] - 1s 808us/step - loss: 0.4199 - accuracy: 0.8039 Epoch 213/500 718/718 [==============================] - 1s 802us/step - loss: 0.4206 - accuracy: 0.8010 Epoch 214/500 718/718 [==============================] - 1s 839us/step - loss: 0.4203 - accuracy: 0.8043 Epoch 215/500 718/718 [==============================] - 1s 818us/step - loss: 0.4205 - accuracy: 0.8024 Epoch 216/500 718/718 [==============================] - 1s 814us/step - loss: 0.4194 - accuracy: 0.8029 Epoch 217/500 718/718 [==============================] - 1s 968us/step - loss: 0.4203 - accuracy: 0.8022 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4205 - accuracy: 0.8051 Epoch 219/500 718/718 [==============================] - 1s 914us/step - loss: 0.4203 - accuracy: 0.8021 Epoch 220/500 718/718 [==============================] - 1s 864us/step - loss: 0.4198 - accuracy: 0.8046 Epoch 221/500 718/718 [==============================] - 1s 814us/step - loss: 0.4195 - accuracy: 0.8037 Epoch 222/500 718/718 [==============================] - 1s 799us/step - loss: 0.4203 - accuracy: 0.8027 Epoch 223/500 718/718 [==============================] - 1s 798us/step - loss: 0.4192 - accuracy: 0.80510s - loss: 0.4199 - accuracy: Epoch 224/500 718/718 [==============================] - 1s 789us/step - loss: 0.4197 - accuracy: 0.8072 Epoch 225/500 718/718 [==============================] - 1s 806us/step - loss: 0.4203 - accuracy: 0.8044 Epoch 226/500 718/718 [==============================] - 1s 818us/step - loss: 0.4191 - accuracy: 0.8031 Epoch 227/500 718/718 [==============================] - 1s 803us/step - loss: 0.4201 - accuracy: 0.8030 Epoch 228/500 718/718 [==============================] - 1s 799us/step - loss: 0.4191 - accuracy: 0.8041 Epoch 229/500 718/718 [==============================] - 1s 805us/step - loss: 0.4196 - accuracy: 0.8048 Epoch 230/500 718/718 [==============================] - 1s 833us/step - loss: 0.4199 - accuracy: 0.8047 Epoch 231/500 718/718 [==============================] - 1s 792us/step - loss: 0.4196 - accuracy: 0.8046 Epoch 232/500 718/718 [==============================] - 1s 809us/step - loss: 0.4199 - accuracy: 0.8031 Epoch 233/500 718/718 [==============================] - 1s 819us/step - loss: 0.4198 - accuracy: 0.8046 Epoch 234/500 718/718 [==============================] - 1s 810us/step - loss: 0.4188 - accuracy: 0.8063 Epoch 235/500 718/718 [==============================] - 1s 818us/step - loss: 0.4196 - accuracy: 0.8018 Epoch 236/500 718/718 [==============================] - 1s 793us/step - loss: 0.4197 - accuracy: 0.8064 Epoch 237/500 718/718 [==============================] - 1s 809us/step - loss: 0.4196 - accuracy: 0.8024 Epoch 238/500 718/718 [==============================] - 1s 810us/step - loss: 0.4201 - accuracy: 0.8027 Epoch 239/500 718/718 [==============================] - 1s 795us/step - loss: 0.4194 - accuracy: 0.8039 Epoch 240/500 718/718 [==============================] - 1s 807us/step - loss: 0.4194 - accuracy: 0.8028 Epoch 241/500 718/718 [==============================] - 1s 798us/step - loss: 0.4193 - accuracy: 0.8044 Epoch 242/500 718/718 [==============================] - 1s 803us/step - loss: 0.4184 - accuracy: 0.8032 Epoch 243/500 718/718 [==============================] - 1s 789us/step - loss: 0.4191 - accuracy: 0.8049 Epoch 244/500 718/718 [==============================] - 1s 805us/step - loss: 0.4190 - accuracy: 0.8046 Epoch 245/500 718/718 [==============================] - 1s 805us/step - loss: 0.4192 - accuracy: 0.8052 Epoch 246/500 718/718 [==============================] - 1s 788us/step - loss: 0.4193 - accuracy: 0.8024 Epoch 247/500 718/718 [==============================] - 1s 793us/step - loss: 0.4192 - accuracy: 0.8026 Epoch 248/500 718/718 [==============================] - 1s 798us/step - loss: 0.4183 - accuracy: 0.8042 Epoch 249/500 718/718 [==============================] - 1s 819us/step - loss: 0.4193 - accuracy: 0.8032 Epoch 250/500 718/718 [==============================] - 1s 789us/step - loss: 0.4188 - accuracy: 0.8029 Epoch 251/500 718/718 [==============================] - 1s 807us/step - loss: 0.4197 - accuracy: 0.8029 Epoch 252/500 718/718 [==============================] - 1s 797us/step - loss: 0.4186 - accuracy: 0.8037 Epoch 253/500 718/718 [==============================] - 1s 799us/step - loss: 0.4189 - accuracy: 0.8017 Epoch 254/500 718/718 [==============================] - 1s 821us/step - loss: 0.4191 - accuracy: 0.8043 Epoch 255/500 718/718 [==============================] - 1s 817us/step - loss: 0.4191 - accuracy: 0.8037 Epoch 256/500 718/718 [==============================] - 1s 801us/step - loss: 0.4181 - accuracy: 0.8030 Epoch 257/500 718/718 [==============================] - 1s 793us/step - loss: 0.4189 - accuracy: 0.8029 Epoch 258/500 718/718 [==============================] - 1s 807us/step - loss: 0.4193 - accuracy: 0.8042 Epoch 259/500 718/718 [==============================] - 1s 799us/step - loss: 0.4193 - accuracy: 0.8059 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4182 - accuracy: 0.8056 Epoch 261/500 718/718 [==============================] - 1s 865us/step - loss: 0.4186 - accuracy: 0.80400s - loss: 0.4206 - accu Epoch 262/500 718/718 [==============================] - 1s 806us/step - loss: 0.4189 - accuracy: 0.8059 Epoch 263/500 718/718 [==============================] - 1s 790us/step - loss: 0.4185 - accuracy: 0.8040 Epoch 264/500 718/718 [==============================] - 1s 816us/step - loss: 0.4189 - accuracy: 0.8044 Epoch 265/500 718/718 [==============================] - 1s 809us/step - loss: 0.4181 - accuracy: 0.8051 Epoch 266/500 718/718 [==============================] - 1s 808us/step - loss: 0.4181 - accuracy: 0.8044 Epoch 267/500 718/718 [==============================] - 1s 834us/step - loss: 0.4183 - accuracy: 0.8067 Epoch 268/500 718/718 [==============================] - 1s 812us/step - loss: 0.4188 - accuracy: 0.8058 Epoch 269/500 718/718 [==============================] - 1s 800us/step - loss: 0.4187 - accuracy: 0.8037 Epoch 270/500 718/718 [==============================] - 1s 803us/step - loss: 0.4191 - accuracy: 0.80170s - loss: 0.4201 - accuracy: 0.80 Epoch 271/500 718/718 [==============================] - 1s 845us/step - loss: 0.4183 - accuracy: 0.8023 Epoch 272/500 718/718 [==============================] - 1s 797us/step - loss: 0.4190 - accuracy: 0.8049 Epoch 273/500 718/718 [==============================] - 1s 798us/step - loss: 0.4187 - accuracy: 0.8033 Epoch 274/500 718/718 [==============================] - 1s 804us/step - loss: 0.4184 - accuracy: 0.8034 Epoch 275/500 718/718 [==============================] - 1s 790us/step - loss: 0.4182 - accuracy: 0.8031 Epoch 276/500 718/718 [==============================] - 1s 810us/step - loss: 0.4185 - accuracy: 0.8051 Epoch 277/500 718/718 [==============================] - 1s 813us/step - loss: 0.4180 - accuracy: 0.8026 Epoch 278/500 718/718 [==============================] - 1s 832us/step - loss: 0.4191 - accuracy: 0.8042 Epoch 279/500 718/718 [==============================] - 1s 944us/step - loss: 0.4184 - accuracy: 0.8047 Epoch 280/500 718/718 [==============================] - 1s 843us/step - loss: 0.4186 - accuracy: 0.8051 Epoch 281/500 718/718 [==============================] - 1s 827us/step - loss: 0.4185 - accuracy: 0.8026 Epoch 282/500 718/718 [==============================] - 1s 798us/step - loss: 0.4180 - accuracy: 0.8074 Epoch 283/500 718/718 [==============================] - 1s 802us/step - loss: 0.4185 - accuracy: 0.8048 Epoch 284/500 718/718 [==============================] - 1s 815us/step - loss: 0.4179 - accuracy: 0.8031 Epoch 285/500 718/718 [==============================] - 1s 789us/step - loss: 0.4188 - accuracy: 0.8046 Epoch 286/500 718/718 [==============================] - 1s 808us/step - loss: 0.4179 - accuracy: 0.8044 Epoch 287/500 718/718 [==============================] - 1s 800us/step - loss: 0.4187 - accuracy: 0.8054 Epoch 288/500 718/718 [==============================] - 1s 816us/step - loss: 0.4182 - accuracy: 0.8040 Epoch 289/500 718/718 [==============================] - 1s 793us/step - loss: 0.4184 - accuracy: 0.8056 Epoch 290/500 718/718 [==============================] - 1s 805us/step - loss: 0.4183 - accuracy: 0.8037 Epoch 291/500 718/718 [==============================] - 1s 807us/step - loss: 0.4176 - accuracy: 0.8036 Epoch 292/500 718/718 [==============================] - 1s 805us/step - loss: 0.4183 - accuracy: 0.8054 Epoch 293/500 718/718 [==============================] - 1s 796us/step - loss: 0.4184 - accuracy: 0.8029 Epoch 294/500 718/718 [==============================] - 1s 817us/step - loss: 0.4181 - accuracy: 0.8052 Epoch 295/500 718/718 [==============================] - 1s 808us/step - loss: 0.4180 - accuracy: 0.8043 Epoch 296/500 718/718 [==============================] - 1s 803us/step - loss: 0.4180 - accuracy: 0.8047 Epoch 297/500 718/718 [==============================] - 1s 795us/step - loss: 0.4181 - accuracy: 0.8038 Epoch 298/500 718/718 [==============================] - 1s 804us/step - loss: 0.4186 - accuracy: 0.8051 Epoch 299/500 718/718 [==============================] - 1s 799us/step - loss: 0.4185 - accuracy: 0.8035 Epoch 300/500 718/718 [==============================] - 1s 820us/step - loss: 0.4184 - accuracy: 0.8051 Epoch 301/500 718/718 [==============================] - 1s 813us/step - loss: 0.4181 - accuracy: 0.8067 Epoch 302/500 718/718 [==============================] - 1s 797us/step - loss: 0.4177 - accuracy: 0.8014 Epoch 303/500 718/718 [==============================] - 1s 805us/step - loss: 0.4182 - accuracy: 0.8050 Epoch 304/500 718/718 [==============================] - 1s 803us/step - loss: 0.4180 - accuracy: 0.8058 Epoch 305/500 718/718 [==============================] - 1s 796us/step - loss: 0.4179 - accuracy: 0.8050 Epoch 306/500 718/718 [==============================] - 1s 803us/step - loss: 0.4182 - accuracy: 0.8036 Epoch 307/500 718/718 [==============================] - 1s 811us/step - loss: 0.4176 - accuracy: 0.8051 Epoch 308/500 718/718 [==============================] - 1s 800us/step - loss: 0.4179 - accuracy: 0.8053 Epoch 309/500 718/718 [==============================] - 1s 786us/step - loss: 0.4183 - accuracy: 0.8041 Epoch 310/500 718/718 [==============================] - 1s 801us/step - loss: 0.4182 - accuracy: 0.8060 Epoch 311/500 718/718 [==============================] - 1s 786us/step - loss: 0.4180 - accuracy: 0.8046 Epoch 312/500 718/718 [==============================] - 1s 794us/step - loss: 0.4178 - accuracy: 0.80710s - loss: 0.4184 - accuracy: 0.80 Epoch 313/500 718/718 [==============================] - 1s 801us/step - loss: 0.4182 - accuracy: 0.8043 Epoch 314/500 718/718 [==============================] - 1s 815us/step - loss: 0.4183 - accuracy: 0.8055 Epoch 315/500 718/718 [==============================] - 1s 812us/step - loss: 0.4181 - accuracy: 0.8036 Epoch 316/500 718/718 [==============================] - 1s 793us/step - loss: 0.4182 - accuracy: 0.8031 Epoch 317/500 718/718 [==============================] - 1s 812us/step - loss: 0.4184 - accuracy: 0.8062 Epoch 318/500 718/718 [==============================] - 1s 789us/step - loss: 0.4177 - accuracy: 0.8033 Epoch 319/500 718/718 [==============================] - 1s 906us/step - loss: 0.4179 - accuracy: 0.8055 Epoch 320/500 718/718 [==============================] - 1s 797us/step - loss: 0.4172 - accuracy: 0.8053 Epoch 321/500 718/718 [==============================] - 1s 829us/step - loss: 0.4181 - accuracy: 0.8058 Epoch 322/500 718/718 [==============================] - 1s 822us/step - loss: 0.4183 - accuracy: 0.8067 Epoch 323/500 718/718 [==============================] - 1s 790us/step - loss: 0.4179 - accuracy: 0.8059 Epoch 324/500 718/718 [==============================] - 1s 805us/step - loss: 0.4180 - accuracy: 0.8035 Epoch 325/500 718/718 [==============================] - 1s 797us/step - loss: 0.4183 - accuracy: 0.8059 Epoch 326/500 718/718 [==============================] - 1s 804us/step - loss: 0.4182 - accuracy: 0.8049 Epoch 327/500 718/718 [==============================] - 1s 798us/step - loss: 0.4178 - accuracy: 0.8037 Epoch 328/500 718/718 [==============================] - 1s 790us/step - loss: 0.4176 - accuracy: 0.8056 Epoch 329/500 718/718 [==============================] - 1s 800us/step - loss: 0.4177 - accuracy: 0.8046 Epoch 330/500 718/718 [==============================] - 1s 794us/step - loss: 0.4181 - accuracy: 0.8052 Epoch 331/500 718/718 [==============================] - 1s 808us/step - loss: 0.4172 - accuracy: 0.8037 Epoch 332/500 718/718 [==============================] - 1s 823us/step - loss: 0.4179 - accuracy: 0.8064 Epoch 333/500 718/718 [==============================] - 1s 797us/step - loss: 0.4177 - accuracy: 0.8078 Epoch 334/500 718/718 [==============================] - 1s 803us/step - loss: 0.4172 - accuracy: 0.8061 Epoch 335/500 718/718 [==============================] - 1s 798us/step - loss: 0.4180 - accuracy: 0.8041 Epoch 336/500 718/718 [==============================] - 1s 814us/step - loss: 0.4181 - accuracy: 0.8053 Epoch 337/500 718/718 [==============================] - 1s 788us/step - loss: 0.4173 - accuracy: 0.8054 Epoch 338/500 718/718 [==============================] - 1s 808us/step - loss: 0.4183 - accuracy: 0.8037 Epoch 339/500 718/718 [==============================] - 1s 839us/step - loss: 0.4179 - accuracy: 0.8055 Epoch 340/500 718/718 [==============================] - 1s 794us/step - loss: 0.4175 - accuracy: 0.8076 Epoch 341/500 718/718 [==============================] - 1s 813us/step - loss: 0.4176 - accuracy: 0.8033 Epoch 342/500 718/718 [==============================] - 1s 785us/step - loss: 0.4175 - accuracy: 0.8043 Epoch 343/500 718/718 [==============================] - 1s 935us/step - loss: 0.4180 - accuracy: 0.8044 Epoch 344/500 718/718 [==============================] - 1s 932us/step - loss: 0.4177 - accuracy: 0.8060 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4181 - accuracy: 0.8037 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4184 - accuracy: 0.8042 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4176 - accuracy: 0.8066 Epoch 348/500 718/718 [==============================] - 1s 930us/step - loss: 0.4174 - accuracy: 0.8072 Epoch 349/500 718/718 [==============================] - 1s 899us/step - loss: 0.4175 - accuracy: 0.8040 Epoch 350/500 718/718 [==============================] - 1s 924us/step - loss: 0.4173 - accuracy: 0.8044 Epoch 351/500 718/718 [==============================] - 1s 908us/step - loss: 0.4180 - accuracy: 0.8045 Epoch 352/500 718/718 [==============================] - 1s 902us/step - loss: 0.4181 - accuracy: 0.8049 Epoch 353/500 718/718 [==============================] - 1s 922us/step - loss: 0.4182 - accuracy: 0.8051 Epoch 354/500 718/718 [==============================] - 1s 906us/step - loss: 0.4176 - accuracy: 0.8054 Epoch 355/500 718/718 [==============================] - 1s 891us/step - loss: 0.4172 - accuracy: 0.80640s - loss: 0.4187 - accuracy: 0. Epoch 356/500 718/718 [==============================] - 1s 922us/step - loss: 0.4172 - accuracy: 0.8056 Epoch 357/500 718/718 [==============================] - 1s 805us/step - loss: 0.4171 - accuracy: 0.8041 Epoch 358/500 718/718 [==============================] - 1s 795us/step - loss: 0.4176 - accuracy: 0.8066 Epoch 359/500 718/718 [==============================] - 1s 797us/step - loss: 0.4175 - accuracy: 0.8036 Epoch 360/500 718/718 [==============================] - 1s 788us/step - loss: 0.4179 - accuracy: 0.8028 Epoch 361/500 718/718 [==============================] - 1s 798us/step - loss: 0.4184 - accuracy: 0.8052 Epoch 362/500 718/718 [==============================] - 1s 784us/step - loss: 0.4174 - accuracy: 0.8074 Epoch 363/500 718/718 [==============================] - 1s 838us/step - loss: 0.4179 - accuracy: 0.8057 Epoch 364/500 718/718 [==============================] - 1s 798us/step - loss: 0.4174 - accuracy: 0.8057 Epoch 365/500 718/718 [==============================] - 1s 797us/step - loss: 0.4178 - accuracy: 0.8057 Epoch 366/500 718/718 [==============================] - 1s 810us/step - loss: 0.4168 - accuracy: 0.8058 Epoch 367/500 718/718 [==============================] - 1s 802us/step - loss: 0.4169 - accuracy: 0.8037 Epoch 368/500 718/718 [==============================] - 1s 802us/step - loss: 0.4178 - accuracy: 0.8049 Epoch 369/500 718/718 [==============================] - 1s 785us/step - loss: 0.4176 - accuracy: 0.8050 Epoch 370/500 718/718 [==============================] - 1s 799us/step - loss: 0.4178 - accuracy: 0.8023 Epoch 371/500 718/718 [==============================] - 1s 783us/step - loss: 0.4173 - accuracy: 0.8027 Epoch 372/500 718/718 [==============================] - 1s 802us/step - loss: 0.4175 - accuracy: 0.8039 Epoch 373/500 718/718 [==============================] - 1s 799us/step - loss: 0.4174 - accuracy: 0.8033 Epoch 374/500 718/718 [==============================] - 1s 826us/step - loss: 0.4170 - accuracy: 0.8058 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4171 - accuracy: 0.8020 Epoch 376/500 718/718 [==============================] - 1s 940us/step - loss: 0.4176 - accuracy: 0.8050 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4171 - accuracy: 0.8057 Epoch 378/500 718/718 [==============================] - 1s 985us/step - loss: 0.4173 - accuracy: 0.8067 Epoch 379/500 718/718 [==============================] - 1s 938us/step - loss: 0.4179 - accuracy: 0.8045 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4175 - accuracy: 0.8034: 0s - loss: 0.4188 Epoch 381/500 718/718 [==============================] - 1s 865us/step - loss: 0.4172 - accuracy: 0.8063 Epoch 382/500 718/718 [==============================] - 1s 806us/step - loss: 0.4172 - accuracy: 0.8048 Epoch 383/500 718/718 [==============================] - 1s 883us/step - loss: 0.4168 - accuracy: 0.8054 Epoch 384/500 718/718 [==============================] - 1s 894us/step - loss: 0.4169 - accuracy: 0.8044 Epoch 385/500 718/718 [==============================] - 1s 866us/step - loss: 0.4170 - accuracy: 0.8055 Epoch 386/500 718/718 [==============================] - 1s 811us/step - loss: 0.4175 - accuracy: 0.8060 Epoch 387/500 718/718 [==============================] - 1s 981us/step - loss: 0.4176 - accuracy: 0.80580s - loss: 0.4177 - accuracy: 0. Epoch 388/500 718/718 [==============================] - 1s 880us/step - loss: 0.4176 - accuracy: 0.8044 Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4172 - accuracy: 0.8054 Epoch 390/500 718/718 [==============================] - 1s 823us/step - loss: 0.4170 - accuracy: 0.8067 Epoch 391/500 718/718 [==============================] - 1s 817us/step - loss: 0.4176 - accuracy: 0.8048 Epoch 392/500 718/718 [==============================] - 1s 995us/step - loss: 0.4168 - accuracy: 0.8052 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4176 - accuracy: 0.8048 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4172 - accuracy: 0.8049 Epoch 395/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4174 - accuracy: 0.8031 Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4174 - accuracy: 0.8033 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4173 - accuracy: 0.8070 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4168 - accuracy: 0.8063 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4174 - accuracy: 0.8051 Epoch 400/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4175 - accuracy: 0.8083 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4174 - accuracy: 0.8031 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4175 - accuracy: 0.8058 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4172 - accuracy: 0.8051 Epoch 404/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4171 - accuracy: 0.8058 Epoch 405/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4170 - accuracy: 0.8032: 0s - Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4172 - accuracy: 0.8044 Epoch 407/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4171 - accuracy: 0.8077 Epoch 408/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4172 - accuracy: 0.8029 Epoch 409/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4167 - accuracy: 0.8024 Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4177 - accuracy: 0.8058 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4175 - accuracy: 0.8072 Epoch 412/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4176 - accuracy: 0.8036: 0s Epoch 413/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4169 - accuracy: 0.8058 Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4173 - accuracy: 0.8037 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4176 - accuracy: 0.8063 Epoch 416/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4172 - accuracy: 0.8042: 0s - loss: 0.4189 - accura Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4176 - accuracy: 0.8044 Epoch 418/500 718/718 [==============================] - 1s 826us/step - loss: 0.4168 - accuracy: 0.8054 Epoch 419/500 718/718 [==============================] - 1s 811us/step - loss: 0.4176 - accuracy: 0.8040 Epoch 420/500 718/718 [==============================] - 1s 961us/step - loss: 0.4170 - accuracy: 0.8056 Epoch 421/500 718/718 [==============================] - 1s 831us/step - loss: 0.4172 - accuracy: 0.8052 Epoch 422/500 718/718 [==============================] - 1s 813us/step - loss: 0.4173 - accuracy: 0.8037 Epoch 423/500 718/718 [==============================] - 1s 796us/step - loss: 0.4174 - accuracy: 0.8051 Epoch 424/500 718/718 [==============================] - 1s 804us/step - loss: 0.4169 - accuracy: 0.8064 Epoch 425/500 718/718 [==============================] - 1s 812us/step - loss: 0.4171 - accuracy: 0.8063 Epoch 426/500 718/718 [==============================] - 1s 810us/step - loss: 0.4170 - accuracy: 0.8049 Epoch 427/500 718/718 [==============================] - 1s 795us/step - loss: 0.4175 - accuracy: 0.8051 Epoch 428/500 718/718 [==============================] - 1s 848us/step - loss: 0.4167 - accuracy: 0.8040 Epoch 429/500 718/718 [==============================] - 1s 802us/step - loss: 0.4173 - accuracy: 0.8045 Epoch 430/500 718/718 [==============================] - 1s 813us/step - loss: 0.4171 - accuracy: 0.8074 Epoch 431/500 718/718 [==============================] - 1s 821us/step - loss: 0.4178 - accuracy: 0.8043 Epoch 432/500 718/718 [==============================] - 1s 796us/step - loss: 0.4175 - accuracy: 0.8048 Epoch 433/500 718/718 [==============================] - 1s 823us/step - loss: 0.4170 - accuracy: 0.8051 Epoch 434/500 718/718 [==============================] - 1s 802us/step - loss: 0.4173 - accuracy: 0.8065 Epoch 435/500 718/718 [==============================] - 1s 820us/step - loss: 0.4170 - accuracy: 0.80560s - loss: 0.4195 - accura Epoch 436/500 718/718 [==============================] - 1s 806us/step - loss: 0.4175 - accuracy: 0.8039 Epoch 437/500 718/718 [==============================] - 1s 802us/step - loss: 0.4168 - accuracy: 0.8049 Epoch 438/500 718/718 [==============================] - 1s 820us/step - loss: 0.4168 - accuracy: 0.8042 Epoch 439/500 718/718 [==============================] - 1s 799us/step - loss: 0.4166 - accuracy: 0.8051 Epoch 440/500 718/718 [==============================] - 1s 807us/step - loss: 0.4174 - accuracy: 0.8029 Epoch 441/500 718/718 [==============================] - 1s 796us/step - loss: 0.4174 - accuracy: 0.8037 Epoch 442/500 718/718 [==============================] - 1s 811us/step - loss: 0.4170 - accuracy: 0.8078 Epoch 443/500 718/718 [==============================] - 1s 819us/step - loss: 0.4168 - accuracy: 0.8061 Epoch 444/500 718/718 [==============================] - 1s 791us/step - loss: 0.4176 - accuracy: 0.8048 Epoch 445/500 718/718 [==============================] - 1s 815us/step - loss: 0.4170 - accuracy: 0.8067 Epoch 446/500 718/718 [==============================] - 1s 801us/step - loss: 0.4167 - accuracy: 0.8035 Epoch 447/500 718/718 [==============================] - 1s 808us/step - loss: 0.4166 - accuracy: 0.8051 Epoch 448/500 718/718 [==============================] - 1s 813us/step - loss: 0.4172 - accuracy: 0.8048 Epoch 449/500 718/718 [==============================] - 1s 797us/step - loss: 0.4174 - accuracy: 0.8053 Epoch 450/500 718/718 [==============================] - 1s 816us/step - loss: 0.4168 - accuracy: 0.8045 Epoch 451/500 718/718 [==============================] - 1s 800us/step - loss: 0.4162 - accuracy: 0.8077 Epoch 452/500 718/718 [==============================] - 1s 818us/step - loss: 0.4168 - accuracy: 0.8058 Epoch 453/500 718/718 [==============================] - 1s 798us/step - loss: 0.4170 - accuracy: 0.8069 Epoch 454/500 718/718 [==============================] - 1s 804us/step - loss: 0.4162 - accuracy: 0.80400s - loss: 0.4155 - accuracy: 0.80 Epoch 455/500 718/718 [==============================] - 1s 814us/step - loss: 0.4170 - accuracy: 0.8042 Epoch 456/500 718/718 [==============================] - 1s 795us/step - loss: 0.4168 - accuracy: 0.8035 Epoch 457/500 718/718 [==============================] - 1s 813us/step - loss: 0.4171 - accuracy: 0.8062 Epoch 458/500 718/718 [==============================] - 1s 794us/step - loss: 0.4168 - accuracy: 0.8060 Epoch 459/500 718/718 [==============================] - 1s 821us/step - loss: 0.4171 - accuracy: 0.8046 Epoch 460/500 718/718 [==============================] - 1s 807us/step - loss: 0.4170 - accuracy: 0.8050 Epoch 461/500 718/718 [==============================] - 1s 819us/step - loss: 0.4172 - accuracy: 0.8046 Epoch 462/500 718/718 [==============================] - 1s 812us/step - loss: 0.4168 - accuracy: 0.8041 Epoch 463/500 718/718 [==============================] - 1s 796us/step - loss: 0.4165 - accuracy: 0.8064 Epoch 464/500 718/718 [==============================] - 1s 816us/step - loss: 0.4169 - accuracy: 0.8036 Epoch 465/500 718/718 [==============================] - 1s 797us/step - loss: 0.4169 - accuracy: 0.8056 Epoch 466/500 718/718 [==============================] - 1s 794us/step - loss: 0.4167 - accuracy: 0.8066 Epoch 467/500 718/718 [==============================] - 1s 803us/step - loss: 0.4165 - accuracy: 0.8065 Epoch 468/500 718/718 [==============================] - 1s 810us/step - loss: 0.4170 - accuracy: 0.8037 Epoch 469/500 718/718 [==============================] - 1s 814us/step - loss: 0.4170 - accuracy: 0.8045 Epoch 470/500 718/718 [==============================] - 1s 786us/step - loss: 0.4168 - accuracy: 0.8086 Epoch 471/500 718/718 [==============================] - 1s 866us/step - loss: 0.4173 - accuracy: 0.8030 Epoch 472/500 718/718 [==============================] - 1s 804us/step - loss: 0.4169 - accuracy: 0.8059 Epoch 473/500 718/718 [==============================] - 1s 809us/step - loss: 0.4165 - accuracy: 0.8045 Epoch 474/500 718/718 [==============================] - 1s 809us/step - loss: 0.4172 - accuracy: 0.8051 Epoch 475/500 718/718 [==============================] - 1s 900us/step - loss: 0.4167 - accuracy: 0.8048 Epoch 476/500 718/718 [==============================] - 1s 811us/step - loss: 0.4168 - accuracy: 0.8057 Epoch 477/500 718/718 [==============================] - 1s 814us/step - loss: 0.4170 - accuracy: 0.8029 Epoch 478/500 718/718 [==============================] - 1s 802us/step - loss: 0.4168 - accuracy: 0.8040 Epoch 479/500 718/718 [==============================] - 1s 818us/step - loss: 0.4168 - accuracy: 0.8042 Epoch 480/500 718/718 [==============================] - 1s 804us/step - loss: 0.4168 - accuracy: 0.8052 Epoch 481/500 718/718 [==============================] - 1s 809us/step - loss: 0.4174 - accuracy: 0.8050 Epoch 482/500 718/718 [==============================] - 1s 796us/step - loss: 0.4166 - accuracy: 0.8052 Epoch 483/500 718/718 [==============================] - 1s 820us/step - loss: 0.4159 - accuracy: 0.8055 Epoch 484/500 718/718 [==============================] - 1s 815us/step - loss: 0.4168 - accuracy: 0.8058 Epoch 485/500 718/718 [==============================] - 1s 813us/step - loss: 0.4168 - accuracy: 0.8066 Epoch 486/500 718/718 [==============================] - 1s 814us/step - loss: 0.4167 - accuracy: 0.8074 Epoch 487/500 718/718 [==============================] - 1s 794us/step - loss: 0.4167 - accuracy: 0.8061 Epoch 488/500 718/718 [==============================] - 1s 811us/step - loss: 0.4165 - accuracy: 0.8053 Epoch 489/500 718/718 [==============================] - 1s 810us/step - loss: 0.4167 - accuracy: 0.8041 Epoch 490/500 718/718 [==============================] - 1s 796us/step - loss: 0.4166 - accuracy: 0.8049 Epoch 491/500 718/718 [==============================] - 1s 821us/step - loss: 0.4175 - accuracy: 0.8055 Epoch 492/500 718/718 [==============================] - 1s 802us/step - loss: 0.4165 - accuracy: 0.8068 Epoch 493/500 718/718 [==============================] - 1s 808us/step - loss: 0.4165 - accuracy: 0.8044 Epoch 494/500 718/718 [==============================] - 1s 803us/step - loss: 0.4163 - accuracy: 0.8068 Epoch 495/500 718/718 [==============================] - 1s 816us/step - loss: 0.4165 - accuracy: 0.8051 Epoch 496/500 718/718 [==============================] - 1s 815us/step - loss: 0.4167 - accuracy: 0.8054 Epoch 497/500 718/718 [==============================] - 1s 800us/step - loss: 0.4170 - accuracy: 0.8052 Epoch 498/500 718/718 [==============================] - 1s 876us/step - loss: 0.4166 - accuracy: 0.8054 Epoch 499/500 718/718 [==============================] - 1s 836us/step - loss: 0.4161 - accuracy: 0.8068 Epoch 500/500 718/718 [==============================] - 1s 811us/step - loss: 0.4163 - accuracy: 0.8036 Epoch 1/500 718/718 [==============================] - 1s 836us/step - loss: 0.6887 - accuracy: 0.5553 Epoch 2/500 718/718 [==============================] - 1s 884us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 785us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 791us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 792us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 809us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 819us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 833us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 810us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 800us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 829us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 814us/step - loss: 0.6862 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 799us/step - loss: 0.6856 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 819us/step - loss: 0.6842 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 815us/step - loss: 0.6805 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 806us/step - loss: 0.6682 - accuracy: 0.5683 Epoch 17/500 718/718 [==============================] - 1s 815us/step - loss: 0.6296 - accuracy: 0.6905 Epoch 18/500 718/718 [==============================] - 1s 812us/step - loss: 0.5859 - accuracy: 0.7081 Epoch 19/500 718/718 [==============================] - 1s 815us/step - loss: 0.5705 - accuracy: 0.7087 Epoch 20/500 718/718 [==============================] - 1s 797us/step - loss: 0.5542 - accuracy: 0.7154 Epoch 21/500 718/718 [==============================] - 1s 814us/step - loss: 0.5239 - accuracy: 0.7475 Epoch 22/500 718/718 [==============================] - 1s 793us/step - loss: 0.4940 - accuracy: 0.7640 Epoch 23/500 718/718 [==============================] - 1s 820us/step - loss: 0.4788 - accuracy: 0.7674 Epoch 24/500 718/718 [==============================] - 1s 811us/step - loss: 0.4710 - accuracy: 0.7685 Epoch 25/500 718/718 [==============================] - 1s 793us/step - loss: 0.4668 - accuracy: 0.7696 Epoch 26/500 718/718 [==============================] - 1s 810us/step - loss: 0.4644 - accuracy: 0.7720 Epoch 27/500 718/718 [==============================] - 1s 797us/step - loss: 0.4630 - accuracy: 0.7720 Epoch 28/500 718/718 [==============================] - 1s 809us/step - loss: 0.4619 - accuracy: 0.7762 Epoch 29/500 718/718 [==============================] - 1s 795us/step - loss: 0.4608 - accuracy: 0.7754 Epoch 30/500 718/718 [==============================] - 1s 807us/step - loss: 0.4590 - accuracy: 0.7811 Epoch 31/500 718/718 [==============================] - 1s 819us/step - loss: 0.4582 - accuracy: 0.7792 Epoch 32/500 718/718 [==============================] - 1s 795us/step - loss: 0.4562 - accuracy: 0.7830 Epoch 33/500 718/718 [==============================] - 1s 815us/step - loss: 0.4542 - accuracy: 0.7813 Epoch 34/500 718/718 [==============================] - 1s 801us/step - loss: 0.4519 - accuracy: 0.7844 Epoch 35/500 718/718 [==============================] - 1s 812us/step - loss: 0.4502 - accuracy: 0.7856 Epoch 36/500 718/718 [==============================] - 1s 813us/step - loss: 0.4497 - accuracy: 0.7854 Epoch 37/500 718/718 [==============================] - 1s 800us/step - loss: 0.4484 - accuracy: 0.7840 Epoch 38/500 718/718 [==============================] - 1s 842us/step - loss: 0.4471 - accuracy: 0.7877 Epoch 39/500 718/718 [==============================] - 1s 977us/step - loss: 0.4472 - accuracy: 0.7886 Epoch 40/500 718/718 [==============================] - 1s 835us/step - loss: 0.4467 - accuracy: 0.7884 Epoch 41/500 718/718 [==============================] - 1s 829us/step - loss: 0.4467 - accuracy: 0.7884 Epoch 42/500 718/718 [==============================] - 1s 798us/step - loss: 0.4462 - accuracy: 0.7846 Epoch 43/500 718/718 [==============================] - 1s 812us/step - loss: 0.4453 - accuracy: 0.7913 Epoch 44/500 718/718 [==============================] - 1s 888us/step - loss: 0.4462 - accuracy: 0.7844 Epoch 45/500 718/718 [==============================] - 1s 802us/step - loss: 0.4449 - accuracy: 0.7929 Epoch 46/500 718/718 [==============================] - 1s 818us/step - loss: 0.4450 - accuracy: 0.7876 Epoch 47/500 718/718 [==============================] - 1s 806us/step - loss: 0.4440 - accuracy: 0.7879 Epoch 48/500 718/718 [==============================] - 1s 814us/step - loss: 0.4447 - accuracy: 0.7922 Epoch 49/500 718/718 [==============================] - 1s 805us/step - loss: 0.4434 - accuracy: 0.7886 Epoch 50/500 718/718 [==============================] - 1s 814us/step - loss: 0.4434 - accuracy: 0.7916 Epoch 51/500 718/718 [==============================] - 1s 797us/step - loss: 0.4434 - accuracy: 0.7895 Epoch 52/500 718/718 [==============================] - 1s 856us/step - loss: 0.4434 - accuracy: 0.7877 Epoch 53/500 718/718 [==============================] - 1s 817us/step - loss: 0.4446 - accuracy: 0.7881 Epoch 54/500 718/718 [==============================] - 1s 798us/step - loss: 0.4428 - accuracy: 0.7913 Epoch 55/500 718/718 [==============================] - 1s 816us/step - loss: 0.4437 - accuracy: 0.7897 Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4435 - accuracy: 0.7896 Epoch 57/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4429 - accuracy: 0.7895 Epoch 58/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7926 Epoch 59/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4437 - accuracy: 0.7892 Epoch 60/500 718/718 [==============================] - 1s 942us/step - loss: 0.4428 - accuracy: 0.7908 Epoch 61/500 718/718 [==============================] - 1s 929us/step - loss: 0.4434 - accuracy: 0.7906 Epoch 62/500 718/718 [==============================] - 1s 814us/step - loss: 0.4426 - accuracy: 0.7905 Epoch 63/500 718/718 [==============================] - 1s 895us/step - loss: 0.4432 - accuracy: 0.7895 Epoch 64/500 718/718 [==============================] - 1s 858us/step - loss: 0.4418 - accuracy: 0.7886 Epoch 65/500 718/718 [==============================] - 1s 925us/step - loss: 0.4431 - accuracy: 0.7884 Epoch 66/500 718/718 [==============================] - 1s 894us/step - loss: 0.4422 - accuracy: 0.7894 Epoch 67/500 718/718 [==============================] - 1s 846us/step - loss: 0.4418 - accuracy: 0.7943 Epoch 68/500 718/718 [==============================] - 1s 807us/step - loss: 0.4430 - accuracy: 0.7890 Epoch 69/500 718/718 [==============================] - 1s 960us/step - loss: 0.4429 - accuracy: 0.7891 Epoch 70/500 718/718 [==============================] - 1s 833us/step - loss: 0.4423 - accuracy: 0.7889 Epoch 71/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4428 - accuracy: 0.7889 Epoch 72/500 718/718 [==============================] - 1s 787us/step - loss: 0.4415 - accuracy: 0.7906 Epoch 73/500 718/718 [==============================] - 1s 872us/step - loss: 0.4419 - accuracy: 0.7912 Epoch 74/500 718/718 [==============================] - 1s 891us/step - loss: 0.4420 - accuracy: 0.7903 Epoch 75/500 718/718 [==============================] - 1s 791us/step - loss: 0.4421 - accuracy: 0.7917 Epoch 76/500 718/718 [==============================] - 1s 808us/step - loss: 0.4420 - accuracy: 0.7913 Epoch 77/500 718/718 [==============================] - 1s 783us/step - loss: 0.4423 - accuracy: 0.7905 Epoch 78/500 718/718 [==============================] - 1s 803us/step - loss: 0.4410 - accuracy: 0.7919 Epoch 79/500 718/718 [==============================] - 1s 811us/step - loss: 0.4419 - accuracy: 0.7894 Epoch 80/500 718/718 [==============================] - 1s 786us/step - loss: 0.4419 - accuracy: 0.7904 Epoch 81/500 718/718 [==============================] - 1s 813us/step - loss: 0.4413 - accuracy: 0.7915 Epoch 82/500 718/718 [==============================] - 1s 786us/step - loss: 0.4409 - accuracy: 0.7922 Epoch 83/500 718/718 [==============================] - 1s 813us/step - loss: 0.4418 - accuracy: 0.78890s - loss: 0.4419 - accuracy: Epoch 84/500 718/718 [==============================] - 1s 791us/step - loss: 0.4414 - accuracy: 0.7907 Epoch 85/500 718/718 [==============================] - 1s 808us/step - loss: 0.4413 - accuracy: 0.7908 Epoch 86/500 718/718 [==============================] - 1s 800us/step - loss: 0.4414 - accuracy: 0.7891 Epoch 87/500 718/718 [==============================] - 1s 823us/step - loss: 0.4409 - accuracy: 0.7915 Epoch 88/500 718/718 [==============================] - 1s 818us/step - loss: 0.4412 - accuracy: 0.7916 Epoch 89/500 718/718 [==============================] - 1s 802us/step - loss: 0.4414 - accuracy: 0.7905 Epoch 90/500 718/718 [==============================] - 1s 816us/step - loss: 0.4406 - accuracy: 0.7927 Epoch 91/500 718/718 [==============================] - 1s 808us/step - loss: 0.4404 - accuracy: 0.7914 Epoch 92/500 718/718 [==============================] - 1s 802us/step - loss: 0.4401 - accuracy: 0.7915 Epoch 93/500 718/718 [==============================] - 1s 812us/step - loss: 0.4405 - accuracy: 0.7909 Epoch 94/500 718/718 [==============================] - 1s 792us/step - loss: 0.4402 - accuracy: 0.7909 Epoch 95/500 718/718 [==============================] - 1s 818us/step - loss: 0.4409 - accuracy: 0.7894 Epoch 96/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4403 - accuracy: 0.7926 Epoch 97/500 718/718 [==============================] - 1s 794us/step - loss: 0.4403 - accuracy: 0.7908 Epoch 98/500 718/718 [==============================] - 1s 822us/step - loss: 0.4407 - accuracy: 0.7893 Epoch 99/500 718/718 [==============================] - 1s 800us/step - loss: 0.4405 - accuracy: 0.7905 Epoch 100/500 718/718 [==============================] - 1s 817us/step - loss: 0.4403 - accuracy: 0.7936 Epoch 101/500 718/718 [==============================] - 1s 844us/step - loss: 0.4402 - accuracy: 0.7934 Epoch 102/500 718/718 [==============================] - 1s 794us/step - loss: 0.4397 - accuracy: 0.7922 Epoch 103/500 718/718 [==============================] - 1s 808us/step - loss: 0.4394 - accuracy: 0.7907 Epoch 104/500 718/718 [==============================] - 1s 800us/step - loss: 0.4406 - accuracy: 0.7903 Epoch 105/500 718/718 [==============================] - 1s 818us/step - loss: 0.4403 - accuracy: 0.7926 Epoch 106/500 718/718 [==============================] - 1s 795us/step - loss: 0.4398 - accuracy: 0.7904 Epoch 107/500 718/718 [==============================] - 1s 820us/step - loss: 0.4404 - accuracy: 0.7917 Epoch 108/500 718/718 [==============================] - 1s 805us/step - loss: 0.4395 - accuracy: 0.7916 Epoch 109/500 718/718 [==============================] - 1s 800us/step - loss: 0.4397 - accuracy: 0.7926 Epoch 110/500 718/718 [==============================] - 1s 817us/step - loss: 0.4397 - accuracy: 0.7926 Epoch 111/500 718/718 [==============================] - 1s 818us/step - loss: 0.4392 - accuracy: 0.7912 Epoch 112/500 718/718 [==============================] - 1s 806us/step - loss: 0.4401 - accuracy: 0.7907 Epoch 113/500 718/718 [==============================] - 1s 854us/step - loss: 0.4401 - accuracy: 0.7915 Epoch 114/500 718/718 [==============================] - 1s 801us/step - loss: 0.4394 - accuracy: 0.7915 Epoch 115/500 718/718 [==============================] - 1s 804us/step - loss: 0.4382 - accuracy: 0.7952 Epoch 116/500 718/718 [==============================] - 1s 804us/step - loss: 0.4391 - accuracy: 0.7941 Epoch 117/500 718/718 [==============================] - 1s 817us/step - loss: 0.4389 - accuracy: 0.7929 Epoch 118/500 718/718 [==============================] - 1s 798us/step - loss: 0.4395 - accuracy: 0.7917 Epoch 119/500 718/718 [==============================] - 1s 813us/step - loss: 0.4392 - accuracy: 0.7953 Epoch 120/500 718/718 [==============================] - 1s 808us/step - loss: 0.4397 - accuracy: 0.7908 Epoch 121/500 718/718 [==============================] - 1s 796us/step - loss: 0.4385 - accuracy: 0.7940 Epoch 122/500 718/718 [==============================] - 1s 878us/step - loss: 0.4375 - accuracy: 0.7943 Epoch 123/500 718/718 [==============================] - 1s 798us/step - loss: 0.4381 - accuracy: 0.7938 Epoch 124/500 718/718 [==============================] - 1s 821us/step - loss: 0.4374 - accuracy: 0.7918 Epoch 125/500 718/718 [==============================] - 1s 820us/step - loss: 0.4375 - accuracy: 0.7935 Epoch 126/500 718/718 [==============================] - 1s 794us/step - loss: 0.4387 - accuracy: 0.7922 Epoch 127/500 718/718 [==============================] - 1s 802us/step - loss: 0.4380 - accuracy: 0.7945 Epoch 128/500 718/718 [==============================] - 1s 798us/step - loss: 0.4373 - accuracy: 0.7935 Epoch 129/500 718/718 [==============================] - 1s 814us/step - loss: 0.4380 - accuracy: 0.7922 Epoch 130/500 718/718 [==============================] - 1s 829us/step - loss: 0.4379 - accuracy: 0.7908 Epoch 131/500 718/718 [==============================] - 1s 802us/step - loss: 0.4376 - accuracy: 0.7921 Epoch 132/500 718/718 [==============================] - 1s 812us/step - loss: 0.4376 - accuracy: 0.78980s - loss: 0.4373 - accuracy Epoch 133/500 718/718 [==============================] - 1s 793us/step - loss: 0.4378 - accuracy: 0.7919 Epoch 134/500 718/718 [==============================] - 1s 816us/step - loss: 0.4369 - accuracy: 0.7930 Epoch 135/500 718/718 [==============================] - 1s 796us/step - loss: 0.4382 - accuracy: 0.7895 Epoch 136/500 718/718 [==============================] - 1s 818us/step - loss: 0.4369 - accuracy: 0.79400s - loss: 0.4376 - accuracy Epoch 137/500 718/718 [==============================] - 1s 814us/step - loss: 0.4374 - accuracy: 0.7940 Epoch 138/500 718/718 [==============================] - 1s 794us/step - loss: 0.4374 - accuracy: 0.7908 Epoch 139/500 718/718 [==============================] - 1s 815us/step - loss: 0.4372 - accuracy: 0.7925 Epoch 140/500 718/718 [==============================] - 1s 799us/step - loss: 0.4365 - accuracy: 0.7944 Epoch 141/500 718/718 [==============================] - 1s 805us/step - loss: 0.4365 - accuracy: 0.7934 Epoch 142/500 718/718 [==============================] - 1s 794us/step - loss: 0.4369 - accuracy: 0.7920 Epoch 143/500 718/718 [==============================] - 1s 828us/step - loss: 0.4365 - accuracy: 0.7944 Epoch 144/500 718/718 [==============================] - 1s 827us/step - loss: 0.4364 - accuracy: 0.7952 Epoch 145/500 718/718 [==============================] - 1s 793us/step - loss: 0.4368 - accuracy: 0.7932 Epoch 146/500 718/718 [==============================] - 1s 828us/step - loss: 0.4365 - accuracy: 0.79280s - loss: 0.4386 - accu Epoch 147/500 718/718 [==============================] - 1s 792us/step - loss: 0.4361 - accuracy: 0.7930 Epoch 148/500 718/718 [==============================] - 1s 803us/step - loss: 0.4372 - accuracy: 0.79180s - loss: 0.4368 - accuracy: 0.79 Epoch 149/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4364 - accuracy: 0.7917 Epoch 150/500 718/718 [==============================] - 1s 893us/step - loss: 0.4364 - accuracy: 0.7939 Epoch 151/500 718/718 [==============================] - 1s 907us/step - loss: 0.4362 - accuracy: 0.7930 Epoch 152/500 718/718 [==============================] - 1s 835us/step - loss: 0.4363 - accuracy: 0.7945 Epoch 153/500 718/718 [==============================] - 1s 797us/step - loss: 0.4363 - accuracy: 0.7915 Epoch 154/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7937 Epoch 155/500 718/718 [==============================] - 1s 834us/step - loss: 0.4357 - accuracy: 0.7921 Epoch 156/500 718/718 [==============================] - 1s 804us/step - loss: 0.4358 - accuracy: 0.7915 Epoch 157/500 718/718 [==============================] - 1s 832us/step - loss: 0.4364 - accuracy: 0.7911 Epoch 158/500 718/718 [==============================] - 1s 793us/step - loss: 0.4358 - accuracy: 0.7922 Epoch 159/500 718/718 [==============================] - 1s 814us/step - loss: 0.4360 - accuracy: 0.7923 Epoch 160/500 718/718 [==============================] - 1s 812us/step - loss: 0.4349 - accuracy: 0.7901 Epoch 161/500 718/718 [==============================] - 1s 806us/step - loss: 0.4356 - accuracy: 0.7908 Epoch 162/500 718/718 [==============================] - 1s 803us/step - loss: 0.4353 - accuracy: 0.7929 Epoch 163/500 718/718 [==============================] - 1s 850us/step - loss: 0.4355 - accuracy: 0.7928 Epoch 164/500 718/718 [==============================] - 1s 807us/step - loss: 0.4357 - accuracy: 0.7919 Epoch 165/500 718/718 [==============================] - 1s 824us/step - loss: 0.4343 - accuracy: 0.7933 Epoch 166/500 718/718 [==============================] - 1s 798us/step - loss: 0.4355 - accuracy: 0.7931 Epoch 167/500 718/718 [==============================] - 1s 806us/step - loss: 0.4352 - accuracy: 0.7949 Epoch 168/500 718/718 [==============================] - 1s 813us/step - loss: 0.4353 - accuracy: 0.7933 Epoch 169/500 718/718 [==============================] - 1s 804us/step - loss: 0.4346 - accuracy: 0.7922 Epoch 170/500 718/718 [==============================] - 1s 797us/step - loss: 0.4351 - accuracy: 0.7928 Epoch 171/500 718/718 [==============================] - 1s 827us/step - loss: 0.4354 - accuracy: 0.7941 Epoch 172/500 718/718 [==============================] - 1s 814us/step - loss: 0.4353 - accuracy: 0.7959 Epoch 173/500 718/718 [==============================] - 1s 800us/step - loss: 0.4348 - accuracy: 0.7925 Epoch 174/500 718/718 [==============================] - 1s 820us/step - loss: 0.4345 - accuracy: 0.7942 Epoch 175/500 718/718 [==============================] - 1s 796us/step - loss: 0.4354 - accuracy: 0.7920 Epoch 176/500 718/718 [==============================] - 1s 810us/step - loss: 0.4337 - accuracy: 0.7942 Epoch 177/500 718/718 [==============================] - 1s 797us/step - loss: 0.4342 - accuracy: 0.7942 Epoch 178/500 718/718 [==============================] - 1s 811us/step - loss: 0.4337 - accuracy: 0.7932 Epoch 179/500 718/718 [==============================] - 1s 837us/step - loss: 0.4341 - accuracy: 0.7936 Epoch 180/500 718/718 [==============================] - 1s 807us/step - loss: 0.4336 - accuracy: 0.7946 Epoch 181/500 718/718 [==============================] - 1s 830us/step - loss: 0.4340 - accuracy: 0.7954 Epoch 182/500 718/718 [==============================] - 1s 794us/step - loss: 0.4335 - accuracy: 0.79560s - loss: 0.4378 - Epoch 183/500 718/718 [==============================] - 1s 836us/step - loss: 0.4335 - accuracy: 0.7954 Epoch 184/500 718/718 [==============================] - 1s 807us/step - loss: 0.4339 - accuracy: 0.7935 Epoch 185/500 718/718 [==============================] - 1s 811us/step - loss: 0.4339 - accuracy: 0.7951 Epoch 186/500 718/718 [==============================] - 1s 834us/step - loss: 0.4333 - accuracy: 0.7941 Epoch 187/500 718/718 [==============================] - 1s 800us/step - loss: 0.4332 - accuracy: 0.7955 Epoch 188/500 718/718 [==============================] - 1s 813us/step - loss: 0.4324 - accuracy: 0.7957 Epoch 189/500 718/718 [==============================] - 1s 943us/step - loss: 0.4328 - accuracy: 0.7965 Epoch 190/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4325 - accuracy: 0.7959 Epoch 191/500 718/718 [==============================] - 1s 916us/step - loss: 0.4320 - accuracy: 0.7982 Epoch 192/500 718/718 [==============================] - 1s 856us/step - loss: 0.4326 - accuracy: 0.7957 Epoch 193/500 718/718 [==============================] - 1s 831us/step - loss: 0.4323 - accuracy: 0.7954 Epoch 194/500 718/718 [==============================] - 1s 958us/step - loss: 0.4326 - accuracy: 0.7960 Epoch 195/500 718/718 [==============================] - 1s 860us/step - loss: 0.4323 - accuracy: 0.7961 Epoch 196/500 718/718 [==============================] - 1s 964us/step - loss: 0.4330 - accuracy: 0.7942 Epoch 197/500 718/718 [==============================] - 1s 864us/step - loss: 0.4316 - accuracy: 0.7958 Epoch 198/500 718/718 [==============================] - 1s 834us/step - loss: 0.4318 - accuracy: 0.7960 Epoch 199/500 718/718 [==============================] - 1s 964us/step - loss: 0.4324 - accuracy: 0.79550s - loss: 0.4321 - ac Epoch 200/500 718/718 [==============================] - 1s 929us/step - loss: 0.4321 - accuracy: 0.79610s - loss: 0.4412 - ac Epoch 201/500 718/718 [==============================] - 1s 983us/step - loss: 0.4320 - accuracy: 0.7976 Epoch 202/500 718/718 [==============================] - 1s 925us/step - loss: 0.4316 - accuracy: 0.7932 Epoch 203/500 718/718 [==============================] - 1s 829us/step - loss: 0.4317 - accuracy: 0.7954 Epoch 204/500 718/718 [==============================] - 1s 853us/step - loss: 0.4322 - accuracy: 0.7954 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4318 - accuracy: 0.7949 Epoch 206/500 718/718 [==============================] - 1s 835us/step - loss: 0.4318 - accuracy: 0.7969 Epoch 207/500 718/718 [==============================] - 1s 851us/step - loss: 0.4316 - accuracy: 0.7959 Epoch 208/500 718/718 [==============================] - 1s 838us/step - loss: 0.4320 - accuracy: 0.7948 Epoch 209/500 718/718 [==============================] - 1s 957us/step - loss: 0.4318 - accuracy: 0.79390s - loss: 0.4347 - accuracy: 0. Epoch 210/500 718/718 [==============================] - 1s 848us/step - loss: 0.4313 - accuracy: 0.7960 Epoch 211/500 718/718 [==============================] - 1s 864us/step - loss: 0.4315 - accuracy: 0.7937 Epoch 212/500 718/718 [==============================] - 1s 821us/step - loss: 0.4312 - accuracy: 0.7961 Epoch 213/500 718/718 [==============================] - 1s 858us/step - loss: 0.4314 - accuracy: 0.7942 Epoch 214/500 718/718 [==============================] - 1s 860us/step - loss: 0.4315 - accuracy: 0.7947 Epoch 215/500 718/718 [==============================] - 1s 858us/step - loss: 0.4313 - accuracy: 0.7967 Epoch 216/500 718/718 [==============================] - 1s 903us/step - loss: 0.4315 - accuracy: 0.7944 Epoch 217/500 718/718 [==============================] - 1s 877us/step - loss: 0.4314 - accuracy: 0.7983 Epoch 218/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4314 - accuracy: 0.7950 Epoch 219/500 718/718 [==============================] - 1s 974us/step - loss: 0.4310 - accuracy: 0.7956 Epoch 220/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4313 - accuracy: 0.7954 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7955 Epoch 222/500 718/718 [==============================] - 1s 970us/step - loss: 0.4310 - accuracy: 0.7960 Epoch 223/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4312 - accuracy: 0.7960 Epoch 224/500 718/718 [==============================] - 1s 990us/step - loss: 0.4308 - accuracy: 0.7975 Epoch 225/500 718/718 [==============================] - 1s 957us/step - loss: 0.4302 - accuracy: 0.7951 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4311 - accuracy: 0.7955 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7963 Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7959 Epoch 229/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4303 - accuracy: 0.7960 Epoch 230/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4305 - accuracy: 0.7948 Epoch 231/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7963 Epoch 232/500 718/718 [==============================] - 1s 901us/step - loss: 0.4309 - accuracy: 0.7956 Epoch 233/500 718/718 [==============================] - 1s 916us/step - loss: 0.4301 - accuracy: 0.7959 Epoch 234/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7935 Epoch 235/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7966 Epoch 236/500 718/718 [==============================] - 1s 994us/step - loss: 0.4302 - accuracy: 0.7964 Epoch 237/500 718/718 [==============================] - 1s 875us/step - loss: 0.4309 - accuracy: 0.7949 Epoch 238/500 718/718 [==============================] - 1s 814us/step - loss: 0.4302 - accuracy: 0.7963 Epoch 239/500 718/718 [==============================] - 1s 814us/step - loss: 0.4303 - accuracy: 0.7961 Epoch 240/500 718/718 [==============================] - 1s 817us/step - loss: 0.4310 - accuracy: 0.7949 Epoch 241/500 718/718 [==============================] - 1s 816us/step - loss: 0.4306 - accuracy: 0.7954 Epoch 242/500 718/718 [==============================] - 1s 813us/step - loss: 0.4304 - accuracy: 0.7967 Epoch 243/500 718/718 [==============================] - 1s 857us/step - loss: 0.4308 - accuracy: 0.7965 Epoch 244/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4304 - accuracy: 0.7922 Epoch 245/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4300 - accuracy: 0.7954 Epoch 246/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4309 - accuracy: 0.7982 Epoch 247/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7962 Epoch 248/500 718/718 [==============================] - 1s 949us/step - loss: 0.4300 - accuracy: 0.7965 Epoch 249/500 718/718 [==============================] - 1s 951us/step - loss: 0.4301 - accuracy: 0.7970 Epoch 250/500 718/718 [==============================] - 1s 894us/step - loss: 0.4303 - accuracy: 0.7961 Epoch 251/500 718/718 [==============================] - 1s 880us/step - loss: 0.4306 - accuracy: 0.7963 Epoch 252/500 718/718 [==============================] - 1s 831us/step - loss: 0.4306 - accuracy: 0.7972 Epoch 253/500 718/718 [==============================] - 1s 933us/step - loss: 0.4303 - accuracy: 0.7978 Epoch 254/500 718/718 [==============================] - 1s 913us/step - loss: 0.4300 - accuracy: 0.7945 Epoch 255/500 718/718 [==============================] - 1s 821us/step - loss: 0.4301 - accuracy: 0.7942 Epoch 256/500 718/718 [==============================] - 1s 797us/step - loss: 0.4301 - accuracy: 0.7951 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4298 - accuracy: 0.7950 Epoch 258/500 718/718 [==============================] - 1s 912us/step - loss: 0.4304 - accuracy: 0.7958 Epoch 259/500 718/718 [==============================] - 1s 957us/step - loss: 0.4288 - accuracy: 0.7977 Epoch 260/500 718/718 [==============================] - 1s 811us/step - loss: 0.4302 - accuracy: 0.7968 Epoch 261/500 718/718 [==============================] - 1s 904us/step - loss: 0.4300 - accuracy: 0.7983 Epoch 262/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4306 - accuracy: 0.7962 Epoch 263/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.7920 Epoch 264/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4305 - accuracy: 0.7956 Epoch 265/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7954 Epoch 266/500 718/718 [==============================] - 1s 889us/step - loss: 0.4295 - accuracy: 0.7955 Epoch 267/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4301 - accuracy: 0.7969 Epoch 268/500 718/718 [==============================] - 1s 863us/step - loss: 0.4296 - accuracy: 0.7962 Epoch 269/500 718/718 [==============================] - 1s 952us/step - loss: 0.4301 - accuracy: 0.7936 Epoch 270/500 718/718 [==============================] - 1s 835us/step - loss: 0.4293 - accuracy: 0.7973 Epoch 271/500 718/718 [==============================] - 1s 827us/step - loss: 0.4298 - accuracy: 0.7942 Epoch 272/500 718/718 [==============================] - 1s 817us/step - loss: 0.4298 - accuracy: 0.7946 Epoch 273/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4299 - accuracy: 0.7968 Epoch 274/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4297 - accuracy: 0.7963: 0s - loss: 0.4340 - accuracy: 0. Epoch 275/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4296 - accuracy: 0.7957 Epoch 276/500 718/718 [==============================] - 1s 872us/step - loss: 0.4296 - accuracy: 0.7965 Epoch 277/500 718/718 [==============================] - 1s 837us/step - loss: 0.4296 - accuracy: 0.7968 Epoch 278/500 718/718 [==============================] - 1s 810us/step - loss: 0.4297 - accuracy: 0.7952 Epoch 279/500 718/718 [==============================] - 1s 829us/step - loss: 0.4292 - accuracy: 0.7975 Epoch 280/500 718/718 [==============================] - 1s 943us/step - loss: 0.4298 - accuracy: 0.7964 Epoch 281/500 718/718 [==============================] - 1s 957us/step - loss: 0.4292 - accuracy: 0.7969 Epoch 282/500 718/718 [==============================] - 1s 868us/step - loss: 0.4296 - accuracy: 0.7946 Epoch 283/500 718/718 [==============================] - 1s 806us/step - loss: 0.4299 - accuracy: 0.7937 Epoch 284/500 718/718 [==============================] - 1s 829us/step - loss: 0.4292 - accuracy: 0.7959 Epoch 285/500 718/718 [==============================] - 1s 835us/step - loss: 0.4292 - accuracy: 0.7949 Epoch 286/500 718/718 [==============================] - 1s 791us/step - loss: 0.4291 - accuracy: 0.7953 Epoch 287/500 718/718 [==============================] - 1s 809us/step - loss: 0.4292 - accuracy: 0.7953 Epoch 288/500 718/718 [==============================] - 1s 787us/step - loss: 0.4292 - accuracy: 0.7972 Epoch 289/500 718/718 [==============================] - 1s 806us/step - loss: 0.4292 - accuracy: 0.7972 Epoch 290/500 718/718 [==============================] - 1s 785us/step - loss: 0.4296 - accuracy: 0.7965 Epoch 291/500 718/718 [==============================] - 1s 797us/step - loss: 0.4292 - accuracy: 0.7961 Epoch 292/500 718/718 [==============================] - 1s 794us/step - loss: 0.4288 - accuracy: 0.7964 Epoch 293/500 718/718 [==============================] - 1s 793us/step - loss: 0.4292 - accuracy: 0.7967 Epoch 294/500 718/718 [==============================] - 1s 812us/step - loss: 0.4290 - accuracy: 0.7978 Epoch 295/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7965 Epoch 296/500 718/718 [==============================] - 1s 870us/step - loss: 0.4292 - accuracy: 0.7961 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7987 Epoch 298/500 718/718 [==============================] - 1s 880us/step - loss: 0.4291 - accuracy: 0.7960 Epoch 299/500 718/718 [==============================] - 1s 964us/step - loss: 0.4294 - accuracy: 0.7951 Epoch 300/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4290 - accuracy: 0.7964 Epoch 301/500 718/718 [==============================] - 1s 959us/step - loss: 0.4290 - accuracy: 0.7951 Epoch 302/500 718/718 [==============================] - 1s 880us/step - loss: 0.4293 - accuracy: 0.7976 Epoch 303/500 718/718 [==============================] - 1s 922us/step - loss: 0.4288 - accuracy: 0.79500s - loss: 0.4296 - accuracy: 0. Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4286 - accuracy: 0.7973 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7974 Epoch 306/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4288 - accuracy: 0.7955 Epoch 307/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4288 - accuracy: 0.7964 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4282 - accuracy: 0.7966 Epoch 309/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4281 - accuracy: 0.7980 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4281 - accuracy: 0.7966 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4284 - accuracy: 0.7967 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7985 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4283 - accuracy: 0.7961 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7959 Epoch 315/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7943 Epoch 316/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4284 - accuracy: 0.7971 Epoch 317/500 718/718 [==============================] - 1s 911us/step - loss: 0.4277 - accuracy: 0.7976 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7971 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4279 - accuracy: 0.7969 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7983 Epoch 321/500 718/718 [==============================] - 1s 842us/step - loss: 0.4283 - accuracy: 0.7960 Epoch 322/500 718/718 [==============================] - 1s 817us/step - loss: 0.4285 - accuracy: 0.7971 Epoch 323/500 718/718 [==============================] - 1s 804us/step - loss: 0.4277 - accuracy: 0.7975 Epoch 324/500 718/718 [==============================] - 1s 823us/step - loss: 0.4280 - accuracy: 0.7953 Epoch 325/500 718/718 [==============================] - 1s 826us/step - loss: 0.4284 - accuracy: 0.8000 Epoch 326/500 718/718 [==============================] - 1s 830us/step - loss: 0.4284 - accuracy: 0.7980 Epoch 327/500 718/718 [==============================] - 1s 808us/step - loss: 0.4279 - accuracy: 0.7979 Epoch 328/500 718/718 [==============================] - 1s 814us/step - loss: 0.4282 - accuracy: 0.7971 Epoch 329/500 718/718 [==============================] - 1s 806us/step - loss: 0.4282 - accuracy: 0.7978 Epoch 330/500 718/718 [==============================] - 1s 821us/step - loss: 0.4270 - accuracy: 0.7984 Epoch 331/500 718/718 [==============================] - 1s 849us/step - loss: 0.4279 - accuracy: 0.7974 Epoch 332/500 718/718 [==============================] - 1s 825us/step - loss: 0.4278 - accuracy: 0.7974 Epoch 333/500 718/718 [==============================] - 1s 798us/step - loss: 0.4286 - accuracy: 0.7981 Epoch 334/500 718/718 [==============================] - 1s 807us/step - loss: 0.4282 - accuracy: 0.7975 Epoch 335/500 718/718 [==============================] - 1s 795us/step - loss: 0.4280 - accuracy: 0.7979 Epoch 336/500 718/718 [==============================] - 1s 825us/step - loss: 0.4280 - accuracy: 0.7957 Epoch 337/500 718/718 [==============================] - 1s 799us/step - loss: 0.4273 - accuracy: 0.7978 Epoch 338/500 718/718 [==============================] - 1s 819us/step - loss: 0.4270 - accuracy: 0.7988 Epoch 339/500 718/718 [==============================] - 1s 832us/step - loss: 0.4277 - accuracy: 0.7990 Epoch 340/500 718/718 [==============================] - 1s 799us/step - loss: 0.4281 - accuracy: 0.7949 Epoch 341/500 718/718 [==============================] - 1s 818us/step - loss: 0.4268 - accuracy: 0.7967 Epoch 342/500 718/718 [==============================] - 1s 819us/step - loss: 0.4274 - accuracy: 0.7966 Epoch 343/500 718/718 [==============================] - 1s 801us/step - loss: 0.4275 - accuracy: 0.79640s - loss: 0.4312 - accuracy: 0. Epoch 344/500 718/718 [==============================] - 1s 798us/step - loss: 0.4271 - accuracy: 0.7956 Epoch 345/500 718/718 [==============================] - 1s 817us/step - loss: 0.4271 - accuracy: 0.7996 Epoch 346/500 718/718 [==============================] - 1s 814us/step - loss: 0.4273 - accuracy: 0.7987 Epoch 347/500 718/718 [==============================] - 1s 798us/step - loss: 0.4277 - accuracy: 0.7966 Epoch 348/500 718/718 [==============================] - 1s 807us/step - loss: 0.4273 - accuracy: 0.7972 Epoch 349/500 718/718 [==============================] - 1s 803us/step - loss: 0.4276 - accuracy: 0.7997 Epoch 350/500 718/718 [==============================] - 1s 819us/step - loss: 0.4274 - accuracy: 0.7975 Epoch 351/500 718/718 [==============================] - 1s 820us/step - loss: 0.4271 - accuracy: 0.7969 Epoch 352/500 718/718 [==============================] - 1s 794us/step - loss: 0.4276 - accuracy: 0.7981 Epoch 353/500 718/718 [==============================] - 1s 816us/step - loss: 0.4268 - accuracy: 0.7976 Epoch 354/500 718/718 [==============================] - 1s 802us/step - loss: 0.4269 - accuracy: 0.7998 Epoch 355/500 718/718 [==============================] - 1s 804us/step - loss: 0.4270 - accuracy: 0.79690s - loss: 0.4257 - accuracy Epoch 356/500 718/718 [==============================] - 1s 792us/step - loss: 0.4266 - accuracy: 0.7969 Epoch 357/500 718/718 [==============================] - 1s 809us/step - loss: 0.4270 - accuracy: 0.7984 Epoch 358/500 718/718 [==============================] - 1s 820us/step - loss: 0.4272 - accuracy: 0.7975 Epoch 359/500 718/718 [==============================] - 1s 806us/step - loss: 0.4271 - accuracy: 0.7959 Epoch 360/500 718/718 [==============================] - 1s 803us/step - loss: 0.4264 - accuracy: 0.7978 Epoch 361/500 718/718 [==============================] - 1s 799us/step - loss: 0.4267 - accuracy: 0.7987 Epoch 362/500 718/718 [==============================] - 1s 800us/step - loss: 0.4271 - accuracy: 0.7977 Epoch 363/500 718/718 [==============================] - 1s 819us/step - loss: 0.4264 - accuracy: 0.7968 Epoch 364/500 718/718 [==============================] - 1s 802us/step - loss: 0.4270 - accuracy: 0.7963 Epoch 365/500 718/718 [==============================] - 1s 840us/step - loss: 0.4263 - accuracy: 0.7969 Epoch 366/500 718/718 [==============================] - 1s 792us/step - loss: 0.4271 - accuracy: 0.7969 Epoch 367/500 718/718 [==============================] - 1s 808us/step - loss: 0.4264 - accuracy: 0.7964 Epoch 368/500 718/718 [==============================] - 1s 811us/step - loss: 0.4263 - accuracy: 0.7985 Epoch 369/500 718/718 [==============================] - 1s 795us/step - loss: 0.4263 - accuracy: 0.7970 Epoch 370/500 718/718 [==============================] - 1s 819us/step - loss: 0.4266 - accuracy: 0.7970 Epoch 371/500 718/718 [==============================] - 1s 863us/step - loss: 0.4268 - accuracy: 0.7979 Epoch 372/500 718/718 [==============================] - 1s 823us/step - loss: 0.4271 - accuracy: 0.7981 Epoch 373/500 718/718 [==============================] - 1s 796us/step - loss: 0.4265 - accuracy: 0.7975 Epoch 374/500 718/718 [==============================] - 1s 800us/step - loss: 0.4270 - accuracy: 0.7969 Epoch 375/500 718/718 [==============================] - 1s 850us/step - loss: 0.4268 - accuracy: 0.7982 Epoch 376/500 718/718 [==============================] - 1s 859us/step - loss: 0.4263 - accuracy: 0.7959 Epoch 377/500 718/718 [==============================] - 1s 810us/step - loss: 0.4265 - accuracy: 0.7961 Epoch 378/500 718/718 [==============================] - 1s 803us/step - loss: 0.4266 - accuracy: 0.7978 Epoch 379/500 718/718 [==============================] - 1s 840us/step - loss: 0.4266 - accuracy: 0.7987 Epoch 380/500 718/718 [==============================] - 1s 827us/step - loss: 0.4264 - accuracy: 0.7988 Epoch 381/500 718/718 [==============================] - 1s 826us/step - loss: 0.4262 - accuracy: 0.7985 Epoch 382/500 718/718 [==============================] - 1s 822us/step - loss: 0.4271 - accuracy: 0.7972 Epoch 383/500 718/718 [==============================] - 1s 832us/step - loss: 0.4264 - accuracy: 0.7989 Epoch 384/500 718/718 [==============================] - 1s 826us/step - loss: 0.4263 - accuracy: 0.7969 Epoch 385/500 718/718 [==============================] - 1s 832us/step - loss: 0.4269 - accuracy: 0.7983 Epoch 386/500 718/718 [==============================] - 1s 826us/step - loss: 0.4263 - accuracy: 0.7985 Epoch 387/500 718/718 [==============================] - 1s 839us/step - loss: 0.4272 - accuracy: 0.7976 Epoch 388/500 718/718 [==============================] - 1s 796us/step - loss: 0.4258 - accuracy: 0.7991 Epoch 389/500 718/718 [==============================] - 1s 815us/step - loss: 0.4270 - accuracy: 0.80000s - loss: 0.4166 - ac Epoch 390/500 718/718 [==============================] - 1s 812us/step - loss: 0.4265 - accuracy: 0.7974 Epoch 391/500 718/718 [==============================] - 1s 796us/step - loss: 0.4265 - accuracy: 0.7976 Epoch 392/500 718/718 [==============================] - 1s 824us/step - loss: 0.4268 - accuracy: 0.7985 Epoch 393/500 718/718 [==============================] - 1s 806us/step - loss: 0.4270 - accuracy: 0.7969 Epoch 394/500 718/718 [==============================] - 1s 886us/step - loss: 0.4265 - accuracy: 0.7974 Epoch 395/500 718/718 [==============================] - 1s 825us/step - loss: 0.4257 - accuracy: 0.7978 Epoch 396/500 718/718 [==============================] - 1s 838us/step - loss: 0.4263 - accuracy: 0.7963 Epoch 397/500 718/718 [==============================] - 1s 956us/step - loss: 0.4266 - accuracy: 0.7969 Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7966 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4266 - accuracy: 0.7982 Epoch 400/500 718/718 [==============================] - 1s 873us/step - loss: 0.4261 - accuracy: 0.7994 Epoch 401/500 718/718 [==============================] - 1s 828us/step - loss: 0.4257 - accuracy: 0.8002 Epoch 402/500 718/718 [==============================] - 1s 794us/step - loss: 0.4270 - accuracy: 0.7974 Epoch 403/500 718/718 [==============================] - 1s 825us/step - loss: 0.4261 - accuracy: 0.7979 Epoch 404/500 718/718 [==============================] - 1s 812us/step - loss: 0.4267 - accuracy: 0.8001 Epoch 405/500 718/718 [==============================] - 1s 786us/step - loss: 0.4258 - accuracy: 0.7977 Epoch 406/500 718/718 [==============================] - 1s 890us/step - loss: 0.4269 - accuracy: 0.7989 Epoch 407/500 718/718 [==============================] - 1s 806us/step - loss: 0.4260 - accuracy: 0.7977 Epoch 408/500 718/718 [==============================] - 1s 816us/step - loss: 0.4258 - accuracy: 0.8006 Epoch 409/500 718/718 [==============================] - 1s 811us/step - loss: 0.4261 - accuracy: 0.7975 Epoch 410/500 718/718 [==============================] - 1s 795us/step - loss: 0.4262 - accuracy: 0.8001 Epoch 411/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7984 Epoch 412/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7990 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7990: 0s - loss: 0.4250 - ac Epoch 414/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7956 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7965 Epoch 416/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7983 Epoch 417/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4258 - accuracy: 0.7989 Epoch 418/500 718/718 [==============================] - 1s 838us/step - loss: 0.4267 - accuracy: 0.7985 Epoch 419/500 718/718 [==============================] - 1s 879us/step - loss: 0.4255 - accuracy: 0.8003 Epoch 420/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.8014 Epoch 421/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4267 - accuracy: 0.7981 Epoch 422/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7971 Epoch 423/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7979 Epoch 424/500 718/718 [==============================] - 1s 952us/step - loss: 0.4262 - accuracy: 0.7966 Epoch 425/500 718/718 [==============================] - 1s 916us/step - loss: 0.4261 - accuracy: 0.8002 Epoch 426/500 718/718 [==============================] - 1s 995us/step - loss: 0.4259 - accuracy: 0.8003 Epoch 427/500 718/718 [==============================] - 1s 876us/step - loss: 0.4255 - accuracy: 0.7996 Epoch 428/500 718/718 [==============================] - 1s 875us/step - loss: 0.4266 - accuracy: 0.7989 Epoch 429/500 718/718 [==============================] - 1s 853us/step - loss: 0.4263 - accuracy: 0.7989 Epoch 430/500 718/718 [==============================] - 1s 913us/step - loss: 0.4262 - accuracy: 0.7970 Epoch 431/500 718/718 [==============================] - 1s 921us/step - loss: 0.4267 - accuracy: 0.7978 Epoch 432/500 718/718 [==============================] - 1s 870us/step - loss: 0.4256 - accuracy: 0.8003 Epoch 433/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7978 Epoch 434/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7972 Epoch 435/500 718/718 [==============================] - 1s 954us/step - loss: 0.4255 - accuracy: 0.8005 Epoch 436/500 718/718 [==============================] - 1s 920us/step - loss: 0.4261 - accuracy: 0.7983 Epoch 437/500 718/718 [==============================] - 1s 953us/step - loss: 0.4252 - accuracy: 0.7993 Epoch 438/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.8008 Epoch 439/500 718/718 [==============================] - 1s 905us/step - loss: 0.4260 - accuracy: 0.7991 Epoch 440/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.7983 Epoch 441/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4256 - accuracy: 0.7975 Epoch 442/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4260 - accuracy: 0.7982 Epoch 443/500 718/718 [==============================] - 1s 971us/step - loss: 0.4258 - accuracy: 0.7986 Epoch 444/500 718/718 [==============================] - 1s 922us/step - loss: 0.4257 - accuracy: 0.7992 Epoch 445/500 718/718 [==============================] - 1s 864us/step - loss: 0.4258 - accuracy: 0.79940s - loss: 0.418 Epoch 446/500 718/718 [==============================] - 1s 884us/step - loss: 0.4259 - accuracy: 0.7976 Epoch 447/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.7976: 0s - loss: 0.4362 Epoch 448/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7985 Epoch 449/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.8001 Epoch 450/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4253 - accuracy: 0.7982 Epoch 451/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4256 - accuracy: 0.7993 Epoch 452/500 718/718 [==============================] - 1s 917us/step - loss: 0.4260 - accuracy: 0.7978 Epoch 453/500 718/718 [==============================] - 1s 958us/step - loss: 0.4257 - accuracy: 0.7999 Epoch 454/500 718/718 [==============================] - 1s 857us/step - loss: 0.4256 - accuracy: 0.7998 Epoch 455/500 718/718 [==============================] - 1s 829us/step - loss: 0.4256 - accuracy: 0.7996 Epoch 456/500 718/718 [==============================] - 1s 814us/step - loss: 0.4255 - accuracy: 0.7967 Epoch 457/500 718/718 [==============================] - 1s 803us/step - loss: 0.4256 - accuracy: 0.7994 Epoch 458/500 718/718 [==============================] - 1s 815us/step - loss: 0.4250 - accuracy: 0.7987 Epoch 459/500 718/718 [==============================] - 1s 801us/step - loss: 0.4258 - accuracy: 0.7989 Epoch 460/500 718/718 [==============================] - 1s 813us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 461/500 718/718 [==============================] - 1s 806us/step - loss: 0.4253 - accuracy: 0.7989 Epoch 462/500 718/718 [==============================] - 1s 809us/step - loss: 0.4255 - accuracy: 0.8004 Epoch 463/500 718/718 [==============================] - 1s 853us/step - loss: 0.4254 - accuracy: 0.7980 Epoch 464/500 718/718 [==============================] - 1s 871us/step - loss: 0.4261 - accuracy: 0.7989 Epoch 465/500 718/718 [==============================] - 1s 814us/step - loss: 0.4258 - accuracy: 0.7975 Epoch 466/500 718/718 [==============================] - 1s 801us/step - loss: 0.4255 - accuracy: 0.7978 Epoch 467/500 718/718 [==============================] - 1s 794us/step - loss: 0.4250 - accuracy: 0.7993 Epoch 468/500 718/718 [==============================] - 1s 818us/step - loss: 0.4259 - accuracy: 0.7984 Epoch 469/500 718/718 [==============================] - 1s 796us/step - loss: 0.4253 - accuracy: 0.8024 Epoch 470/500 718/718 [==============================] - 1s 843us/step - loss: 0.4255 - accuracy: 0.7969 Epoch 471/500 718/718 [==============================] - 1s 795us/step - loss: 0.4254 - accuracy: 0.7972 Epoch 472/500 718/718 [==============================] - 1s 821us/step - loss: 0.4253 - accuracy: 0.7964 Epoch 473/500 718/718 [==============================] - 1s 816us/step - loss: 0.4253 - accuracy: 0.8008 Epoch 474/500 718/718 [==============================] - 1s 794us/step - loss: 0.4246 - accuracy: 0.8001 Epoch 475/500 718/718 [==============================] - 1s 820us/step - loss: 0.4254 - accuracy: 0.8002 Epoch 476/500 718/718 [==============================] - 1s 805us/step - loss: 0.4252 - accuracy: 0.7983 Epoch 477/500 718/718 [==============================] - 1s 792us/step - loss: 0.4253 - accuracy: 0.7991 Epoch 478/500 718/718 [==============================] - 1s 806us/step - loss: 0.4256 - accuracy: 0.7996 Epoch 479/500 718/718 [==============================] - 1s 801us/step - loss: 0.4253 - accuracy: 0.8003 Epoch 480/500 718/718 [==============================] - 1s 803us/step - loss: 0.4255 - accuracy: 0.8000 Epoch 481/500 718/718 [==============================] - 1s 825us/step - loss: 0.4256 - accuracy: 0.7971 Epoch 482/500 718/718 [==============================] - 1s 838us/step - loss: 0.4252 - accuracy: 0.7986 Epoch 483/500 718/718 [==============================] - 1s 819us/step - loss: 0.4257 - accuracy: 0.7972 Epoch 484/500 718/718 [==============================] - 1s 798us/step - loss: 0.4250 - accuracy: 0.7986 Epoch 485/500 718/718 [==============================] - 1s 868us/step - loss: 0.4252 - accuracy: 0.8003 Epoch 486/500 718/718 [==============================] - 1s 797us/step - loss: 0.4251 - accuracy: 0.8001 Epoch 487/500 718/718 [==============================] - 1s 817us/step - loss: 0.4253 - accuracy: 0.7995 Epoch 488/500 718/718 [==============================] - 1s 790us/step - loss: 0.4257 - accuracy: 0.7977 Epoch 489/500 718/718 [==============================] - 1s 802us/step - loss: 0.4249 - accuracy: 0.7989 Epoch 490/500 718/718 [==============================] - 1s 877us/step - loss: 0.4254 - accuracy: 0.7990 Epoch 491/500 718/718 [==============================] - 1s 864us/step - loss: 0.4254 - accuracy: 0.8003 Epoch 492/500 718/718 [==============================] - 1s 841us/step - loss: 0.4250 - accuracy: 0.8009 Epoch 493/500 718/718 [==============================] - 1s 814us/step - loss: 0.4256 - accuracy: 0.7977 Epoch 494/500 718/718 [==============================] - 1s 806us/step - loss: 0.4247 - accuracy: 0.7988 Epoch 495/500 718/718 [==============================] - 1s 816us/step - loss: 0.4257 - accuracy: 0.8003 Epoch 496/500 718/718 [==============================] - 1s 800us/step - loss: 0.4247 - accuracy: 0.7990 Epoch 497/500 718/718 [==============================] - 1s 817us/step - loss: 0.4247 - accuracy: 0.7989 Epoch 498/500 718/718 [==============================] - 1s 800us/step - loss: 0.4244 - accuracy: 0.7999 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.7996 Epoch 500/500 718/718 [==============================] - 1s 860us/step - loss: 0.4251 - accuracy: 0.8002 Epoch 1/500 718/718 [==============================] - 1s 895us/step - loss: 0.6889 - accuracy: 0.5552 Epoch 2/500 718/718 [==============================] - 1s 811us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 3/500 718/718 [==============================] - 1s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/500 718/718 [==============================] - 1s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/500 718/718 [==============================] - 1s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/500 718/718 [==============================] - 1s 867us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/500 718/718 [==============================] - 1s 848us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/500 718/718 [==============================] - 1s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/500 718/718 [==============================] - 1s 823us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/500 718/718 [==============================] - 1s 794us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/500 718/718 [==============================] - 1s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/500 718/718 [==============================] - 1s 812us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/500 718/718 [==============================] - 1s 811us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/500 718/718 [==============================] - 1s 805us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/500 718/718 [==============================] - 1s 798us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/500 718/718 [==============================] - 1s 817us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 17/500 718/718 [==============================] - 1s 813us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 18/500 718/718 [==============================] - 1s 806us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 19/500 718/718 [==============================] - 1s 804us/step - loss: 0.6848 - accuracy: 0.5556 Epoch 20/500 718/718 [==============================] - 1s 813us/step - loss: 0.6816 - accuracy: 0.5556 Epoch 21/500 718/718 [==============================] - 1s 818us/step - loss: 0.6706 - accuracy: 0.5677 Epoch 22/500 718/718 [==============================] - 1s 798us/step - loss: 0.6340 - accuracy: 0.6831 Epoch 23/500 718/718 [==============================] - 1s 823us/step - loss: 0.5945 - accuracy: 0.7059 Epoch 24/500 718/718 [==============================] - 1s 825us/step - loss: 0.5773 - accuracy: 0.7104 Epoch 25/500 718/718 [==============================] - 1s 814us/step - loss: 0.5635 - accuracy: 0.7170 Epoch 26/500 718/718 [==============================] - 1s 799us/step - loss: 0.5466 - accuracy: 0.7257 Epoch 27/500 718/718 [==============================] - 1s 800us/step - loss: 0.5272 - accuracy: 0.7399 Epoch 28/500 718/718 [==============================] - 1s 815us/step - loss: 0.5078 - accuracy: 0.7536 Epoch 29/500 718/718 [==============================] - 1s 848us/step - loss: 0.4908 - accuracy: 0.7577 Epoch 30/500 718/718 [==============================] - 1s 790us/step - loss: 0.4795 - accuracy: 0.7627 Epoch 31/500 718/718 [==============================] - 1s 892us/step - loss: 0.4726 - accuracy: 0.7644 Epoch 32/500 718/718 [==============================] - 1s 829us/step - loss: 0.4695 - accuracy: 0.7664 Epoch 33/500 718/718 [==============================] - 1s 811us/step - loss: 0.4661 - accuracy: 0.7666 Epoch 34/500 718/718 [==============================] - 1s 837us/step - loss: 0.4642 - accuracy: 0.7673 Epoch 35/500 718/718 [==============================] - 1s 793us/step - loss: 0.4632 - accuracy: 0.7726 Epoch 36/500 718/718 [==============================] - 1s 821us/step - loss: 0.4619 - accuracy: 0.7719 Epoch 37/500 718/718 [==============================] - 1s 809us/step - loss: 0.4605 - accuracy: 0.7734 Epoch 38/500 718/718 [==============================] - 1s 801us/step - loss: 0.4595 - accuracy: 0.7729 Epoch 39/500 718/718 [==============================] - 1s 793us/step - loss: 0.4560 - accuracy: 0.7814 Epoch 40/500 718/718 [==============================] - 1s 820us/step - loss: 0.4538 - accuracy: 0.7797 Epoch 41/500 718/718 [==============================] - 1s 836us/step - loss: 0.4500 - accuracy: 0.7828 Epoch 42/500 718/718 [==============================] - 1s 793us/step - loss: 0.4479 - accuracy: 0.7858 Epoch 43/500 718/718 [==============================] - 1s 822us/step - loss: 0.4458 - accuracy: 0.7913 Epoch 44/500 718/718 [==============================] - 1s 802us/step - loss: 0.4443 - accuracy: 0.7898 Epoch 45/500 718/718 [==============================] - 1s 818us/step - loss: 0.4432 - accuracy: 0.7901 Epoch 46/500 718/718 [==============================] - 1s 818us/step - loss: 0.4429 - accuracy: 0.7894 Epoch 47/500 718/718 [==============================] - 1s 802us/step - loss: 0.4425 - accuracy: 0.7877 Epoch 48/500 718/718 [==============================] - 1s 810us/step - loss: 0.4420 - accuracy: 0.7921 Epoch 49/500 718/718 [==============================] - 1s 802us/step - loss: 0.4417 - accuracy: 0.79180s - loss: 0.4383 - accuracy: Epoch 50/500 718/718 [==============================] - 1s 814us/step - loss: 0.4413 - accuracy: 0.7929 Epoch 51/500 718/718 [==============================] - 1s 795us/step - loss: 0.4402 - accuracy: 0.7926 Epoch 52/500 718/718 [==============================] - 1s 825us/step - loss: 0.4403 - accuracy: 0.7917 Epoch 53/500 718/718 [==============================] - 1s 854us/step - loss: 0.4402 - accuracy: 0.7930 Epoch 54/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7948: 0s - loss: 0.4378 - accuracy: 0.79 Epoch 55/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4381 - accuracy: 0.7937: 1s - los Epoch 56/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4389 - accuracy: 0.7903 Epoch 57/500 718/718 [==============================] - 1s 895us/step - loss: 0.4378 - accuracy: 0.7929 Epoch 58/500 718/718 [==============================] - 1s 824us/step - loss: 0.4368 - accuracy: 0.7910 Epoch 59/500 718/718 [==============================] - 1s 805us/step - loss: 0.4373 - accuracy: 0.7945 Epoch 60/500 718/718 [==============================] - 1s 814us/step - loss: 0.4374 - accuracy: 0.7945 Epoch 61/500 718/718 [==============================] - 1s 831us/step - loss: 0.4368 - accuracy: 0.7956 Epoch 62/500 718/718 [==============================] - 1s 840us/step - loss: 0.4363 - accuracy: 0.7939 Epoch 63/500 718/718 [==============================] - 1s 831us/step - loss: 0.4361 - accuracy: 0.7944 Epoch 64/500 718/718 [==============================] - 1s 817us/step - loss: 0.4369 - accuracy: 0.79650s - loss: 0.4348 - accuracy: Epoch 65/500 718/718 [==============================] - 1s 818us/step - loss: 0.4360 - accuracy: 0.7936 Epoch 66/500 718/718 [==============================] - 1s 827us/step - loss: 0.4353 - accuracy: 0.7934 Epoch 67/500 718/718 [==============================] - 1s 822us/step - loss: 0.4363 - accuracy: 0.7948 Epoch 68/500 718/718 [==============================] - 1s 817us/step - loss: 0.4355 - accuracy: 0.7956 Epoch 69/500 718/718 [==============================] - 1s 852us/step - loss: 0.4353 - accuracy: 0.7951 Epoch 70/500 718/718 [==============================] - 1s 814us/step - loss: 0.4360 - accuracy: 0.7949 Epoch 71/500 718/718 [==============================] - 1s 837us/step - loss: 0.4354 - accuracy: 0.7947 Epoch 72/500 718/718 [==============================] - 1s 821us/step - loss: 0.4358 - accuracy: 0.7953 Epoch 73/500 718/718 [==============================] - 1s 817us/step - loss: 0.4348 - accuracy: 0.7963 Epoch 74/500 718/718 [==============================] - 1s 835us/step - loss: 0.4353 - accuracy: 0.7963 Epoch 75/500 718/718 [==============================] - 1s 827us/step - loss: 0.4345 - accuracy: 0.7963 Epoch 76/500 718/718 [==============================] - 1s 816us/step - loss: 0.4338 - accuracy: 0.7975 Epoch 77/500 718/718 [==============================] - 1s 807us/step - loss: 0.4344 - accuracy: 0.7976 Epoch 78/500 718/718 [==============================] - 1s 838us/step - loss: 0.4343 - accuracy: 0.7941 Epoch 79/500 718/718 [==============================] - 1s 820us/step - loss: 0.4340 - accuracy: 0.7992 Epoch 80/500 718/718 [==============================] - 1s 804us/step - loss: 0.4338 - accuracy: 0.7955 Epoch 81/500 718/718 [==============================] - 1s 860us/step - loss: 0.4347 - accuracy: 0.7967 Epoch 82/500 718/718 [==============================] - 1s 865us/step - loss: 0.4342 - accuracy: 0.7971 Epoch 83/500 718/718 [==============================] - 1s 823us/step - loss: 0.4332 - accuracy: 0.7974 Epoch 84/500 718/718 [==============================] - 1s 828us/step - loss: 0.4337 - accuracy: 0.7990 Epoch 85/500 718/718 [==============================] - 1s 808us/step - loss: 0.4340 - accuracy: 0.7957 Epoch 86/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7957 Epoch 87/500 718/718 [==============================] - 1s 997us/step - loss: 0.4326 - accuracy: 0.7983 Epoch 88/500 718/718 [==============================] - 1s 817us/step - loss: 0.4334 - accuracy: 0.7952 Epoch 89/500 718/718 [==============================] - 1s 812us/step - loss: 0.4326 - accuracy: 0.79630s - loss: 0.4387 - accuracy Epoch 90/500 718/718 [==============================] - 1s 817us/step - loss: 0.4328 - accuracy: 0.7979 Epoch 91/500 718/718 [==============================] - 1s 794us/step - loss: 0.4328 - accuracy: 0.7971 Epoch 92/500 718/718 [==============================] - 1s 818us/step - loss: 0.4318 - accuracy: 0.7988 Epoch 93/500 718/718 [==============================] - 1s 794us/step - loss: 0.4323 - accuracy: 0.7966 Epoch 94/500 718/718 [==============================] - 1s 799us/step - loss: 0.4322 - accuracy: 0.7988 Epoch 95/500 718/718 [==============================] - 1s 801us/step - loss: 0.4324 - accuracy: 0.7969 Epoch 96/500 718/718 [==============================] - 1s 811us/step - loss: 0.4310 - accuracy: 0.7976 Epoch 97/500 718/718 [==============================] - 1s 841us/step - loss: 0.4324 - accuracy: 0.7990 Epoch 98/500 718/718 [==============================] - 1s 803us/step - loss: 0.4313 - accuracy: 0.7983 Epoch 99/500 718/718 [==============================] - 1s 809us/step - loss: 0.4320 - accuracy: 0.7981 Epoch 100/500 718/718 [==============================] - 1s 802us/step - loss: 0.4315 - accuracy: 0.7997 Epoch 101/500 718/718 [==============================] - 1s 820us/step - loss: 0.4313 - accuracy: 0.8017 Epoch 102/500 718/718 [==============================] - 1s 817us/step - loss: 0.4304 - accuracy: 0.7983 Epoch 103/500 718/718 [==============================] - 1s 802us/step - loss: 0.4319 - accuracy: 0.7988 Epoch 104/500 718/718 [==============================] - 1s 822us/step - loss: 0.4315 - accuracy: 0.7990 Epoch 105/500 718/718 [==============================] - 1s 803us/step - loss: 0.4309 - accuracy: 0.7980 Epoch 106/500 718/718 [==============================] - 1s 815us/step - loss: 0.4300 - accuracy: 0.7997 Epoch 107/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4310 - accuracy: 0.7982 Epoch 108/500 718/718 [==============================] - 1s 955us/step - loss: 0.4308 - accuracy: 0.8003 Epoch 109/500 718/718 [==============================] - 1s 998us/step - loss: 0.4305 - accuracy: 0.7990 Epoch 110/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4307 - accuracy: 0.8000: 0s - loss: 0.428 Epoch 111/500 718/718 [==============================] - 1s 910us/step - loss: 0.4311 - accuracy: 0.7989 Epoch 112/500 718/718 [==============================] - 1s 884us/step - loss: 0.4304 - accuracy: 0.7983 Epoch 113/500 718/718 [==============================] - 1s 845us/step - loss: 0.4301 - accuracy: 0.8010 Epoch 114/500 718/718 [==============================] - 1s 849us/step - loss: 0.4308 - accuracy: 0.7966 Epoch 115/500 718/718 [==============================] - 1s 875us/step - loss: 0.4312 - accuracy: 0.7983 Epoch 116/500 718/718 [==============================] - 1s 796us/step - loss: 0.4303 - accuracy: 0.8008 Epoch 117/500 718/718 [==============================] - 1s 868us/step - loss: 0.4310 - accuracy: 0.7967 Epoch 118/500 718/718 [==============================] - 1s 884us/step - loss: 0.4312 - accuracy: 0.7976 Epoch 119/500 718/718 [==============================] - 1s 828us/step - loss: 0.4303 - accuracy: 0.7989 Epoch 120/500 718/718 [==============================] - 1s 888us/step - loss: 0.4311 - accuracy: 0.7997 Epoch 121/500 718/718 [==============================] - 1s 952us/step - loss: 0.4303 - accuracy: 0.7985 Epoch 122/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4308 - accuracy: 0.7992: 0s - loss: 0.4254 - ac Epoch 123/500 718/718 [==============================] - 1s 796us/step - loss: 0.4300 - accuracy: 0.7994 Epoch 124/500 718/718 [==============================] - 1s 803us/step - loss: 0.4300 - accuracy: 0.7998 Epoch 125/500 718/718 [==============================] - 1s 897us/step - loss: 0.4297 - accuracy: 0.7982 Epoch 126/500 718/718 [==============================] - 1s 883us/step - loss: 0.4305 - accuracy: 0.7989 Epoch 127/500 718/718 [==============================] - 1s 816us/step - loss: 0.4292 - accuracy: 0.7999 Epoch 128/500 718/718 [==============================] - 1s 803us/step - loss: 0.4296 - accuracy: 0.8011 Epoch 129/500 718/718 [==============================] - 1s 823us/step - loss: 0.4296 - accuracy: 0.8004 Epoch 130/500 718/718 [==============================] - 1s 821us/step - loss: 0.4300 - accuracy: 0.7985 Epoch 131/500 718/718 [==============================] - 1s 826us/step - loss: 0.4294 - accuracy: 0.7993 Epoch 132/500 718/718 [==============================] - 1s 928us/step - loss: 0.4291 - accuracy: 0.8002 Epoch 133/500 718/718 [==============================] - 1s 804us/step - loss: 0.4284 - accuracy: 0.80110s - loss: 0.4320 - accuracy Epoch 134/500 718/718 [==============================] - 1s 822us/step - loss: 0.4291 - accuracy: 0.7993 Epoch 135/500 718/718 [==============================] - 1s 803us/step - loss: 0.4293 - accuracy: 0.7996 Epoch 136/500 718/718 [==============================] - 1s 817us/step - loss: 0.4281 - accuracy: 0.7983 Epoch 137/500 718/718 [==============================] - 1s 824us/step - loss: 0.4285 - accuracy: 0.7987 Epoch 138/500 718/718 [==============================] - 1s 811us/step - loss: 0.4274 - accuracy: 0.8014 Epoch 139/500 718/718 [==============================] - 1s 831us/step - loss: 0.4285 - accuracy: 0.7992 Epoch 140/500 718/718 [==============================] - 1s 800us/step - loss: 0.4280 - accuracy: 0.8008 Epoch 141/500 718/718 [==============================] - 1s 826us/step - loss: 0.4278 - accuracy: 0.8014 Epoch 142/500 718/718 [==============================] - 1s 817us/step - loss: 0.4277 - accuracy: 0.8011 Epoch 143/500 718/718 [==============================] - 1s 803us/step - loss: 0.4276 - accuracy: 0.8010 Epoch 144/500 718/718 [==============================] - 1s 822us/step - loss: 0.4281 - accuracy: 0.7990 Epoch 145/500 718/718 [==============================] - 1s 812us/step - loss: 0.4281 - accuracy: 0.8005 Epoch 146/500 718/718 [==============================] - 1s 824us/step - loss: 0.4282 - accuracy: 0.7998 Epoch 147/500 718/718 [==============================] - 1s 815us/step - loss: 0.4276 - accuracy: 0.8037 Epoch 148/500 718/718 [==============================] - 1s 839us/step - loss: 0.4275 - accuracy: 0.7994 Epoch 149/500 718/718 [==============================] - 1s 813us/step - loss: 0.4275 - accuracy: 0.7998 Epoch 150/500 718/718 [==============================] - 1s 808us/step - loss: 0.4279 - accuracy: 0.8002 Epoch 151/500 718/718 [==============================] - 1s 833us/step - loss: 0.4276 - accuracy: 0.8015 Epoch 152/500 718/718 [==============================] - 1s 811us/step - loss: 0.4276 - accuracy: 0.8011 Epoch 153/500 718/718 [==============================] - 1s 846us/step - loss: 0.4271 - accuracy: 0.8002 Epoch 154/500 718/718 [==============================] - 1s 807us/step - loss: 0.4273 - accuracy: 0.8024 Epoch 155/500 718/718 [==============================] - 1s 802us/step - loss: 0.4270 - accuracy: 0.8024 Epoch 156/500 718/718 [==============================] - 1s 891us/step - loss: 0.4273 - accuracy: 0.8007 Epoch 157/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8002 Epoch 158/500 718/718 [==============================] - 1s 831us/step - loss: 0.4278 - accuracy: 0.8009 Epoch 159/500 718/718 [==============================] - 1s 824us/step - loss: 0.4273 - accuracy: 0.8010 Epoch 160/500 718/718 [==============================] - 1s 791us/step - loss: 0.4272 - accuracy: 0.8007 Epoch 161/500 718/718 [==============================] - 1s 830us/step - loss: 0.4277 - accuracy: 0.8001 Epoch 162/500 718/718 [==============================] - 1s 819us/step - loss: 0.4277 - accuracy: 0.8017 Epoch 163/500 718/718 [==============================] - 1s 801us/step - loss: 0.4277 - accuracy: 0.8004 Epoch 164/500 718/718 [==============================] - 1s 807us/step - loss: 0.4270 - accuracy: 0.8019 Epoch 165/500 718/718 [==============================] - 1s 808us/step - loss: 0.4269 - accuracy: 0.8010 Epoch 166/500 718/718 [==============================] - 1s 890us/step - loss: 0.4270 - accuracy: 0.8022 Epoch 167/500 718/718 [==============================] - 1s 877us/step - loss: 0.4273 - accuracy: 0.8021 Epoch 168/500 718/718 [==============================] - 1s 998us/step - loss: 0.4276 - accuracy: 0.7996 Epoch 169/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8006 Epoch 170/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8013: 0s - loss: 0.4 Epoch 171/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.8004 Epoch 172/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8012 Epoch 173/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8011 Epoch 174/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.8010: 0s - loss: Epoch 175/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4270 - accuracy: 0.7994 Epoch 176/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8022 Epoch 177/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.8012: 0s - loss: 0.4279 - accuracy: 0. Epoch 178/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.8021: 0s Epoch 179/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8012 Epoch 180/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4268 - accuracy: 0.8010 Epoch 181/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.7997 Epoch 182/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8007 Epoch 183/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.8032 Epoch 184/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.8001 Epoch 185/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4262 - accuracy: 0.7999 Epoch 186/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8014: 0s - loss: Epoch 187/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.8022 Epoch 188/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.8034 Epoch 189/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.7997 Epoch 190/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8008 Epoch 191/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8025 Epoch 192/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4267 - accuracy: 0.8024 Epoch 193/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8025 Epoch 194/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8015 Epoch 195/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8031 Epoch 196/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.8001 Epoch 197/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8008 Epoch 198/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4263 - accuracy: 0.8010: 0s - loss: 0.4274 - accuracy Epoch 199/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.8031 Epoch 200/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.8003 Epoch 201/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8027 Epoch 202/500 718/718 [==============================] - 1s 966us/step - loss: 0.4265 - accuracy: 0.8022 Epoch 203/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4260 - accuracy: 0.8011: 0s - loss: 0.4218 - accu Epoch 204/500 718/718 [==============================] - 1s 985us/step - loss: 0.4261 - accuracy: 0.8030 Epoch 205/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4251 - accuracy: 0.8014 Epoch 206/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8024 Epoch 207/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4259 - accuracy: 0.8004: 0s - los Epoch 208/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4251 - accuracy: 0.8027 Epoch 209/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8017 Epoch 210/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4254 - accuracy: 0.8019 Epoch 211/500 718/718 [==============================] - 1s 974us/step - loss: 0.4256 - accuracy: 0.8014 Epoch 212/500 718/718 [==============================] - 1s 800us/step - loss: 0.4258 - accuracy: 0.8037 Epoch 213/500 718/718 [==============================] - 1s 784us/step - loss: 0.4251 - accuracy: 0.8030 Epoch 214/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4255 - accuracy: 0.8003 Epoch 215/500 718/718 [==============================] - 1s 966us/step - loss: 0.4248 - accuracy: 0.80200s - loss: 0.4268 - accuracy: Epoch 216/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4257 - accuracy: 0.8008 Epoch 217/500 718/718 [==============================] - 1s 829us/step - loss: 0.4258 - accuracy: 0.8010 Epoch 218/500 718/718 [==============================] - 1s 828us/step - loss: 0.4253 - accuracy: 0.8044 Epoch 219/500 718/718 [==============================] - 1s 797us/step - loss: 0.4252 - accuracy: 0.8006 Epoch 220/500 718/718 [==============================] - 1s 816us/step - loss: 0.4252 - accuracy: 0.8035 Epoch 221/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.8018 Epoch 222/500 718/718 [==============================] - 1s 976us/step - loss: 0.4249 - accuracy: 0.8020 Epoch 223/500 718/718 [==============================] - 1s 835us/step - loss: 0.4250 - accuracy: 0.8009 Epoch 224/500 718/718 [==============================] - 1s 827us/step - loss: 0.4251 - accuracy: 0.8001 Epoch 225/500 718/718 [==============================] - 1s 898us/step - loss: 0.4252 - accuracy: 0.8012 Epoch 226/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4247 - accuracy: 0.8030 Epoch 227/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4254 - accuracy: 0.8011: 0s Epoch 228/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4251 - accuracy: 0.8023 Epoch 229/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.8012 Epoch 230/500 718/718 [==============================] - 1s 834us/step - loss: 0.4253 - accuracy: 0.8038 Epoch 231/500 718/718 [==============================] - 1s 794us/step - loss: 0.4250 - accuracy: 0.8020 Epoch 232/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4249 - accuracy: 0.8041 Epoch 233/500 718/718 [==============================] - 1s 810us/step - loss: 0.4250 - accuracy: 0.7993 Epoch 234/500 718/718 [==============================] - 1s 871us/step - loss: 0.4252 - accuracy: 0.80280s - loss: 0.4250 - ac Epoch 235/500 718/718 [==============================] - 1s 842us/step - loss: 0.4249 - accuracy: 0.80410s - loss: 0.4215 - accuracy: 0.80 Epoch 236/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4253 - accuracy: 0.8031 Epoch 237/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4246 - accuracy: 0.8024 Epoch 238/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4249 - accuracy: 0.8039: 0s - loss: 0.4 Epoch 239/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4244 - accuracy: 0.8003 Epoch 240/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4249 - accuracy: 0.8030 Epoch 241/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4248 - accuracy: 0.8016 Epoch 242/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4250 - accuracy: 0.8017 Epoch 243/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4248 - accuracy: 0.8019 Epoch 244/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4249 - accuracy: 0.8017 Epoch 245/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4248 - accuracy: 0.8030: 0s - loss: 0 Epoch 246/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4244 - accuracy: 0.8014 Epoch 247/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4252 - accuracy: 0.8031 Epoch 248/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4253 - accuracy: 0.8007 Epoch 249/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4247 - accuracy: 0.8035 Epoch 250/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4252 - accuracy: 0.7996 Epoch 251/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4250 - accuracy: 0.8051 Epoch 252/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4250 - accuracy: 0.8031 Epoch 253/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4249 - accuracy: 0.8002 Epoch 254/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4247 - accuracy: 0.7994 Epoch 255/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4250 - accuracy: 0.8013 Epoch 256/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4255 - accuracy: 0.8007 Epoch 257/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4243 - accuracy: 0.8023 Epoch 258/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.8008 Epoch 259/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8028 Epoch 260/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4246 - accuracy: 0.8028 Epoch 261/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.8030 Epoch 262/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4245 - accuracy: 0.8028 Epoch 263/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4253 - accuracy: 0.8017 Epoch 264/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4244 - accuracy: 0.8029 Epoch 265/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4246 - accuracy: 0.8019 Epoch 266/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4249 - accuracy: 0.8015 Epoch 267/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4239 - accuracy: 0.8021 Epoch 268/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4245 - accuracy: 0.8039 Epoch 269/500 718/718 [==============================] - 3s 4ms/step - loss: 0.4250 - accuracy: 0.8034 Epoch 270/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4243 - accuracy: 0.8028 Epoch 271/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4248 - accuracy: 0.8013 Epoch 272/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4246 - accuracy: 0.8037 Epoch 273/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4243 - accuracy: 0.8017 Epoch 274/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4237 - accuracy: 0.8020 Epoch 275/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4244 - accuracy: 0.8049 Epoch 276/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4244 - accuracy: 0.8037 Epoch 277/500 718/718 [==============================] - 2s 3ms/step - loss: 0.4242 - accuracy: 0.8006 Epoch 278/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4242 - accuracy: 0.7992 Epoch 279/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4248 - accuracy: 0.8015: 0s - loss: 0.4266 - Epoch 280/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4244 - accuracy: 0.8002 Epoch 281/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.8051 Epoch 282/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8015 Epoch 283/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4246 - accuracy: 0.8020 Epoch 284/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4236 - accuracy: 0.8005 Epoch 285/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4235 - accuracy: 0.8026 Epoch 286/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8031: 0s - loss: 0.4178 - ac Epoch 287/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4244 - accuracy: 0.8010 Epoch 288/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8044: 0s - loss: 0.4208 - accura Epoch 289/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4241 - accuracy: 0.8001 Epoch 290/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8030 Epoch 291/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8009 Epoch 292/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8033: 0s - loss: 0.4252 - accuracy Epoch 293/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8031 Epoch 294/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4235 - accuracy: 0.8043 Epoch 295/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4244 - accuracy: 0.8030 Epoch 296/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4244 - accuracy: 0.8024 Epoch 297/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8025 Epoch 298/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8022: 0s - loss: 0.4243 - accuracy: 0. - ETA: 0s - loss: 0.4208 - accu Epoch 299/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8013 Epoch 300/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8016 Epoch 301/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8022 Epoch 302/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8037 Epoch 303/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4242 - accuracy: 0.8003 Epoch 304/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8024 Epoch 305/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.7989 Epoch 306/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.7992 Epoch 307/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.8007 Epoch 308/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8021 Epoch 309/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4235 - accuracy: 0.8036 Epoch 310/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8024 Epoch 311/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.7999 Epoch 312/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4245 - accuracy: 0.8013: 0s - loss: 0.4301 Epoch 313/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8026 Epoch 314/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8004 Epoch 315/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8020 Epoch 316/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8029: 0s - loss: 0.4223 - accuracy: Epoch 317/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4239 - accuracy: 0.8027 Epoch 318/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4233 - accuracy: 0.8003 Epoch 319/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4227 - accuracy: 0.8032: 0s - loss: 0.4227 - accuracy: 0.80 Epoch 320/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4240 - accuracy: 0.8018 Epoch 321/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8014 Epoch 322/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8017 Epoch 323/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8031 Epoch 324/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4230 - accuracy: 0.8024 Epoch 325/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4233 - accuracy: 0.8010 Epoch 326/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4238 - accuracy: 0.8022 Epoch 327/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8016 Epoch 328/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4233 - accuracy: 0.8027 Epoch 329/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8026 Epoch 330/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8024 Epoch 331/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8012 Epoch 332/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8011 Epoch 333/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.7993: 0s - loss: 0.421 Epoch 334/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4231 - accuracy: 0.8003 Epoch 335/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4232 - accuracy: 0.8033 Epoch 336/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8025 Epoch 337/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8027 Epoch 338/500 718/718 [==============================] - 1s 998us/step - loss: 0.4234 - accuracy: 0.7997 Epoch 339/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8010 Epoch 340/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8019 Epoch 341/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.7994 Epoch 342/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8017 Epoch 343/500 718/718 [==============================] - 1s 996us/step - loss: 0.4226 - accuracy: 0.8028 Epoch 344/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4226 - accuracy: 0.8010 Epoch 345/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.8008 Epoch 346/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4226 - accuracy: 0.8011 Epoch 347/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4237 - accuracy: 0.8002 Epoch 348/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.8011 Epoch 349/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8031 Epoch 350/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8001 Epoch 351/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8012 Epoch 352/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8008 Epoch 353/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8013 Epoch 354/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4234 - accuracy: 0.8031 Epoch 355/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8019: 0s - loss: 0.4217 - accuracy: 0.80 Epoch 356/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8017 Epoch 357/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8005: 0s - loss: 0.428 Epoch 358/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4228 - accuracy: 0.8014 Epoch 359/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4226 - accuracy: 0.8019 Epoch 360/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8022 Epoch 361/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8007 Epoch 362/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4218 - accuracy: 0.8024 Epoch 363/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4226 - accuracy: 0.8007 Epoch 364/500 718/718 [==============================] - 1s 999us/step - loss: 0.4224 - accuracy: 0.8015 Epoch 365/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4220 - accuracy: 0.8023 Epoch 366/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8010 Epoch 367/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4220 - accuracy: 0.8016 Epoch 368/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4229 - accuracy: 0.8024 Epoch 369/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4223 - accuracy: 0.8025 Epoch 370/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8044 Epoch 371/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4218 - accuracy: 0.8017 Epoch 372/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4226 - accuracy: 0.8003: Epoch 373/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8035 Epoch 374/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4221 - accuracy: 0.8010 Epoch 375/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8013 Epoch 376/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.7993 Epoch 377/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8011 Epoch 378/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4225 - accuracy: 0.8006: 0s - loss: 0.415 Epoch 379/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.8027 Epoch 380/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4218 - accuracy: 0.8024 Epoch 381/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8019 Epoch 382/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4220 - accuracy: 0.8019 Epoch 383/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8024 Epoch 384/500 718/718 [==============================] - 1s 900us/step - loss: 0.4222 - accuracy: 0.8006 Epoch 385/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8000 Epoch 386/500 718/718 [==============================] - 2s 2ms/step - loss: 0.4215 - accuracy: 0.8036 Epoch 387/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8013 Epoch 388/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8034: 0s - loss: 0.4175 - Epoch 389/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8005: 0s - loss: 0.4 Epoch 390/500 718/718 [==============================] - 1s 2ms/step - loss: 0.4216 - accuracy: 0.8024: 0s - loss: 0.4 Epoch 391/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8025 Epoch 392/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8014 Epoch 393/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8036 Epoch 394/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.8003 Epoch 395/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4224 - accuracy: 0.8032: 0s - los Epoch 396/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8026 Epoch 397/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8039: 0s - los Epoch 398/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8027 Epoch 399/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4222 - accuracy: 0.8029 Epoch 400/500 718/718 [==============================] - 1s 997us/step - loss: 0.4215 - accuracy: 0.8033 Epoch 401/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8007 Epoch 402/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.8007 Epoch 403/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8002 Epoch 404/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8014 Epoch 405/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8002 Epoch 406/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8023 Epoch 407/500 718/718 [==============================] - 1s 994us/step - loss: 0.4219 - accuracy: 0.8029 Epoch 408/500 718/718 [==============================] - 1s 990us/step - loss: 0.4223 - accuracy: 0.8028 Epoch 409/500 718/718 [==============================] - 1s 981us/step - loss: 0.4220 - accuracy: 0.80240s - loss: 0.4204 - accuracy Epoch 410/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8003 Epoch 411/500 718/718 [==============================] - 1s 942us/step - loss: 0.4220 - accuracy: 0.8011 Epoch 412/500 718/718 [==============================] - 1s 976us/step - loss: 0.4217 - accuracy: 0.8000 Epoch 413/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4220 - accuracy: 0.8010 Epoch 414/500 718/718 [==============================] - 1s 956us/step - loss: 0.4220 - accuracy: 0.8017 Epoch 415/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4221 - accuracy: 0.8010 Epoch 416/500 718/718 [==============================] - 1s 982us/step - loss: 0.4222 - accuracy: 0.7976 Epoch 417/500 718/718 [==============================] - 1s 950us/step - loss: 0.4211 - accuracy: 0.8022 Epoch 418/500 718/718 [==============================] - 1s 974us/step - loss: 0.4212 - accuracy: 0.8017 Epoch 419/500 718/718 [==============================] - 1s 981us/step - loss: 0.4215 - accuracy: 0.8028 Epoch 420/500 718/718 [==============================] - 1s 992us/step - loss: 0.4212 - accuracy: 0.80300s - loss: 0.4296 Epoch 421/500 718/718 [==============================] - 1s 956us/step - loss: 0.4217 - accuracy: 0.80320s - loss: 0.4286 - accura - ETA: 0s - loss: 0.4232 - accuracy: 0. - ETA: 0s - loss: 0.4219 - accuracy: 0.80 Epoch 422/500 718/718 [==============================] - 1s 970us/step - loss: 0.4211 - accuracy: 0.8035 Epoch 423/500 718/718 [==============================] - 1s 969us/step - loss: 0.4219 - accuracy: 0.8023 Epoch 424/500 718/718 [==============================] - 1s 982us/step - loss: 0.4218 - accuracy: 0.8031 Epoch 425/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4219 - accuracy: 0.8010: 0s - loss: 0.4228 - accuracy: Epoch 426/500 718/718 [==============================] - 1s 982us/step - loss: 0.4213 - accuracy: 0.8044 Epoch 427/500 718/718 [==============================] - 1s 995us/step - loss: 0.4215 - accuracy: 0.8024 Epoch 428/500 718/718 [==============================] - 1s 953us/step - loss: 0.4220 - accuracy: 0.8019 Epoch 429/500 718/718 [==============================] - 1s 994us/step - loss: 0.4211 - accuracy: 0.80110s - loss: 0.4147 - accura Epoch 430/500 718/718 [==============================] - 1s 977us/step - loss: 0.4218 - accuracy: 0.8003 Epoch 431/500 718/718 [==============================] - 1s 969us/step - loss: 0.4221 - accuracy: 0.8053 Epoch 432/500 718/718 [==============================] - 1s 974us/step - loss: 0.4217 - accuracy: 0.7998 Epoch 433/500 718/718 [==============================] - 1s 956us/step - loss: 0.4214 - accuracy: 0.8033 Epoch 434/500 718/718 [==============================] - 1s 968us/step - loss: 0.4212 - accuracy: 0.8019 Epoch 435/500 718/718 [==============================] - 1s 961us/step - loss: 0.4214 - accuracy: 0.8003 Epoch 436/500 718/718 [==============================] - 1s 984us/step - loss: 0.4214 - accuracy: 0.8007 Epoch 437/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4213 - accuracy: 0.8032 Epoch 438/500 718/718 [==============================] - 1s 954us/step - loss: 0.4213 - accuracy: 0.8013 Epoch 439/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8002: 0s - loss: 0.4220 - accuracy Epoch 440/500 718/718 [==============================] - 1s 979us/step - loss: 0.4210 - accuracy: 0.8014 Epoch 441/500 718/718 [==============================] - 1s 922us/step - loss: 0.4213 - accuracy: 0.79980s - loss: 0.4257 - accuracy Epoch 442/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8014 Epoch 443/500 718/718 [==============================] - 1s 984us/step - loss: 0.4218 - accuracy: 0.8025 Epoch 444/500 718/718 [==============================] - 1s 1000us/step - loss: 0.4215 - accuracy: 0.8009 Epoch 445/500 718/718 [==============================] - 1s 978us/step - loss: 0.4218 - accuracy: 0.8010 Epoch 446/500 718/718 [==============================] - 1s 989us/step - loss: 0.4216 - accuracy: 0.7989 Epoch 447/500 718/718 [==============================] - 1s 950us/step - loss: 0.4211 - accuracy: 0.7995 Epoch 448/500 718/718 [==============================] - 1s 949us/step - loss: 0.4215 - accuracy: 0.8030 Epoch 449/500 718/718 [==============================] - 1s 978us/step - loss: 0.4219 - accuracy: 0.8025 Epoch 450/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4211 - accuracy: 0.8014 Epoch 451/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8022 Epoch 452/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4213 - accuracy: 0.8013 Epoch 453/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4209 - accuracy: 0.8024 Epoch 454/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4215 - accuracy: 0.8024 Epoch 455/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8012 Epoch 456/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.8010 Epoch 457/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8026: 0s - loss: 0.4197 - Epoch 458/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8037 Epoch 459/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8027 Epoch 460/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4218 - accuracy: 0.8017 Epoch 461/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.8014 Epoch 462/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.8026 Epoch 463/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8026 Epoch 464/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4212 - accuracy: 0.8015 Epoch 465/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4212 - accuracy: 0.8033 Epoch 466/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8014 Epoch 467/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4211 - accuracy: 0.8031: 0s - loss: 0.4133 - accuracy: 0. - ETA: 0s - loss: 0.4208 Epoch 468/500 718/718 [==============================] - 1s 992us/step - loss: 0.4212 - accuracy: 0.8017 Epoch 469/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4214 - accuracy: 0.8038 Epoch 470/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4213 - accuracy: 0.8001 Epoch 471/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4208 - accuracy: 0.8010: 0s - loss: 0.4206 - accuracy: Epoch 472/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4212 - accuracy: 0.8022 Epoch 473/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8008 Epoch 474/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8017 Epoch 475/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4218 - accuracy: 0.8010 Epoch 476/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4215 - accuracy: 0.8003: 0s - loss: 0.4262 - accuracy: Epoch 477/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4215 - accuracy: 0.8024 Epoch 478/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4210 - accuracy: 0.8030 Epoch 479/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4215 - accuracy: 0.8043 Epoch 480/500 718/718 [==============================] - 1s 997us/step - loss: 0.4208 - accuracy: 0.8010 Epoch 481/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4213 - accuracy: 0.8007 Epoch 482/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4220 - accuracy: 0.8024 Epoch 483/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4218 - accuracy: 0.8022 Epoch 484/500 718/718 [==============================] - 1s 932us/step - loss: 0.4211 - accuracy: 0.8038 Epoch 485/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4207 - accuracy: 0.8031 Epoch 486/500 718/718 [==============================] - 1s 922us/step - loss: 0.4214 - accuracy: 0.8030 Epoch 487/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4213 - accuracy: 0.8017 Epoch 488/500 718/718 [==============================] - 1s 981us/step - loss: 0.4205 - accuracy: 0.8020 Epoch 489/500 718/718 [==============================] - 1s 977us/step - loss: 0.4214 - accuracy: 0.8021 Epoch 490/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4215 - accuracy: 0.8008: 0s - loss: 0.4211 - accuracy: 0.80 Epoch 491/500 718/718 [==============================] - 1s 954us/step - loss: 0.4213 - accuracy: 0.8018 Epoch 492/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4208 - accuracy: 0.8018 Epoch 493/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4211 - accuracy: 0.8002 Epoch 494/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8002 Epoch 495/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8036 Epoch 496/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4213 - accuracy: 0.8017 Epoch 497/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4217 - accuracy: 0.8023 Epoch 498/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4211 - accuracy: 0.8045 Epoch 499/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4206 - accuracy: 0.8016 Epoch 500/500 718/718 [==============================] - 1s 1ms/step - loss: 0.4216 - accuracy: 0.8017 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6389 - accuracy: 0.6492 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5545 - accuracy: 0.7281 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5388 - accuracy: 0.7343 Epoch 4/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5194 - accuracy: 0.7443 Epoch 5/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4998 - accuracy: 0.7539 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4863 - accuracy: 0.7617 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4780 - accuracy: 0.7647 Epoch 8/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4727 - accuracy: 0.7681 Epoch 9/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4688 - accuracy: 0.7719 Epoch 10/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4656 - accuracy: 0.7725 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4625 - accuracy: 0.7725 Epoch 12/100 359/359 [==============================] - 0s 937us/step - loss: 0.4613 - accuracy: 0.7754 Epoch 13/100 359/359 [==============================] - 0s 927us/step - loss: 0.4600 - accuracy: 0.7738 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4584 - accuracy: 0.7719 Epoch 15/100 359/359 [==============================] - 0s 927us/step - loss: 0.4571 - accuracy: 0.7736 Epoch 16/100 359/359 [==============================] - 0s 903us/step - loss: 0.4560 - accuracy: 0.7748 Epoch 17/100 359/359 [==============================] - 0s 937us/step - loss: 0.4559 - accuracy: 0.7739 Epoch 18/100 359/359 [==============================] - 0s 921us/step - loss: 0.4549 - accuracy: 0.7757 Epoch 19/100 359/359 [==============================] - 0s 900us/step - loss: 0.4539 - accuracy: 0.7776 Epoch 20/100 359/359 [==============================] - 0s 966us/step - loss: 0.4534 - accuracy: 0.7764 Epoch 21/100 359/359 [==============================] - 0s 959us/step - loss: 0.4526 - accuracy: 0.7770 Epoch 22/100 359/359 [==============================] - 0s 944us/step - loss: 0.4526 - accuracy: 0.7775 Epoch 23/100 359/359 [==============================] - 0s 904us/step - loss: 0.4518 - accuracy: 0.7795 Epoch 24/100 359/359 [==============================] - 0s 913us/step - loss: 0.4512 - accuracy: 0.7800 Epoch 25/100 359/359 [==============================] - 0s 933us/step - loss: 0.4508 - accuracy: 0.7786 Epoch 26/100 359/359 [==============================] - 0s 931us/step - loss: 0.4511 - accuracy: 0.7794 Epoch 27/100 359/359 [==============================] - 0s 901us/step - loss: 0.4508 - accuracy: 0.7797 Epoch 28/100 359/359 [==============================] - 0s 995us/step - loss: 0.4502 - accuracy: 0.7807 Epoch 29/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7817 Epoch 30/100 359/359 [==============================] - 0s 960us/step - loss: 0.4494 - accuracy: 0.7823 Epoch 31/100 359/359 [==============================] - 0s 967us/step - loss: 0.4499 - accuracy: 0.7817 Epoch 32/100 359/359 [==============================] - 0s 941us/step - loss: 0.4493 - accuracy: 0.7818 Epoch 33/100 359/359 [==============================] - 0s 932us/step - loss: 0.4493 - accuracy: 0.7824 Epoch 34/100 359/359 [==============================] - 0s 949us/step - loss: 0.4491 - accuracy: 0.7830 Epoch 35/100 359/359 [==============================] - 0s 944us/step - loss: 0.4492 - accuracy: 0.7841 Epoch 36/100 359/359 [==============================] - 0s 927us/step - loss: 0.4480 - accuracy: 0.78290s - loss: 0.4522 - accuracy: 0. Epoch 37/100 359/359 [==============================] - 0s 972us/step - loss: 0.4476 - accuracy: 0.7839 Epoch 38/100 359/359 [==============================] - 0s 910us/step - loss: 0.4470 - accuracy: 0.7884 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7887 Epoch 40/100 359/359 [==============================] - 0s 950us/step - loss: 0.4442 - accuracy: 0.7920 Epoch 41/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4438 - accuracy: 0.7886 Epoch 42/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4428 - accuracy: 0.7915 Epoch 43/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4425 - accuracy: 0.7918 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4413 - accuracy: 0.7925 Epoch 45/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4412 - accuracy: 0.7913 Epoch 46/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4405 - accuracy: 0.7916 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7936 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4397 - accuracy: 0.7918 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4397 - accuracy: 0.7933 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4396 - accuracy: 0.7925 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4396 - accuracy: 0.7914 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7916 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4384 - accuracy: 0.7902 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7914 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4383 - accuracy: 0.7916 Epoch 56/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4384 - accuracy: 0.7924 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4378 - accuracy: 0.7949 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7929 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4378 - accuracy: 0.7921 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7925 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4383 - accuracy: 0.7922 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7922 Epoch 63/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4372 - accuracy: 0.7908 Epoch 64/100 359/359 [==============================] - 0s 957us/step - loss: 0.4368 - accuracy: 0.79330s - loss: 0.4353 - accuracy: 0. Epoch 65/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4367 - accuracy: 0.7922: 1s - loss: 0.412 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4366 - accuracy: 0.7946 Epoch 67/100 359/359 [==============================] - 0s 949us/step - loss: 0.4367 - accuracy: 0.7928 Epoch 68/100 359/359 [==============================] - 0s 923us/step - loss: 0.4363 - accuracy: 0.7930 Epoch 69/100 359/359 [==============================] - 0s 952us/step - loss: 0.4364 - accuracy: 0.7933 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4361 - accuracy: 0.7955 Epoch 71/100 359/359 [==============================] - 0s 941us/step - loss: 0.4362 - accuracy: 0.7936 Epoch 72/100 359/359 [==============================] - 0s 918us/step - loss: 0.4358 - accuracy: 0.7936 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4361 - accuracy: 0.7949 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4352 - accuracy: 0.7954 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7946 Epoch 76/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7949 Epoch 77/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7928 Epoch 78/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4345 - accuracy: 0.7931 Epoch 79/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4346 - accuracy: 0.7931 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4349 - accuracy: 0.7936 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4344 - accuracy: 0.7940 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4342 - accuracy: 0.7937 Epoch 83/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4340 - accuracy: 0.7953 Epoch 84/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4336 - accuracy: 0.7922 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4340 - accuracy: 0.7927 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4334 - accuracy: 0.7952 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4332 - accuracy: 0.7939 Epoch 88/100 359/359 [==============================] - 0s 965us/step - loss: 0.4328 - accuracy: 0.7940 Epoch 89/100 359/359 [==============================] - 0s 932us/step - loss: 0.4328 - accuracy: 0.7943 Epoch 90/100 359/359 [==============================] - 0s 951us/step - loss: 0.4329 - accuracy: 0.7932 Epoch 91/100 359/359 [==============================] - 0s 947us/step - loss: 0.4328 - accuracy: 0.7951 Epoch 92/100 359/359 [==============================] - 0s 933us/step - loss: 0.4327 - accuracy: 0.7948 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4323 - accuracy: 0.7953 Epoch 94/100 359/359 [==============================] - 0s 933us/step - loss: 0.4324 - accuracy: 0.7941 Epoch 95/100 359/359 [==============================] - 0s 920us/step - loss: 0.4321 - accuracy: 0.7956 Epoch 96/100 359/359 [==============================] - 0s 947us/step - loss: 0.4320 - accuracy: 0.7945 Epoch 97/100 359/359 [==============================] - 0s 935us/step - loss: 0.4320 - accuracy: 0.7955 Epoch 98/100 359/359 [==============================] - 0s 927us/step - loss: 0.4319 - accuracy: 0.7948 Epoch 99/100 359/359 [==============================] - 0s 977us/step - loss: 0.4316 - accuracy: 0.7957 Epoch 100/100 359/359 [==============================] - 0s 939us/step - loss: 0.4314 - accuracy: 0.7952 Epoch 1/100 359/359 [==============================] - 0s 955us/step - loss: 0.6658 - accuracy: 0.6512 Epoch 2/100 359/359 [==============================] - 0s 933us/step - loss: 0.5968 - accuracy: 0.7330 Epoch 3/100 359/359 [==============================] - 0s 985us/step - loss: 0.5665 - accuracy: 0.7433 Epoch 4/100 359/359 [==============================] - 0s 924us/step - loss: 0.5450 - accuracy: 0.7508 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5260 - accuracy: 0.7587 Epoch 6/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5123 - accuracy: 0.7657: 0s - loss: 0.5113 - accuracy: Epoch 7/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5029 - accuracy: 0.7698 Epoch 8/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4959 - accuracy: 0.7710 Epoch 9/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4900 - accuracy: 0.7706 Epoch 10/100 359/359 [==============================] - 0s 968us/step - loss: 0.4840 - accuracy: 0.7698 Epoch 11/100 359/359 [==============================] - 0s 975us/step - loss: 0.4796 - accuracy: 0.7723 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4760 - accuracy: 0.7714 Epoch 13/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4733 - accuracy: 0.7739 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4714 - accuracy: 0.7730 Epoch 15/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4695 - accuracy: 0.7749 Epoch 16/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4685 - accuracy: 0.7727 Epoch 17/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4670 - accuracy: 0.7745: 0s - loss: 0.4606 - accura - ETA: 1s - loss: Epoch 18/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4660 - accuracy: 0.7740 Epoch 19/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4655 - accuracy: 0.7729 Epoch 20/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4647 - accuracy: 0.7753 Epoch 21/100 359/359 [==============================] - ETA: 0s - loss: 0.4637 - accuracy: 0.77 - 1s 4ms/step - loss: 0.4639 - accuracy: 0.7748 Epoch 22/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4629 - accuracy: 0.7758 Epoch 23/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4628 - accuracy: 0.7746 Epoch 24/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4624 - accuracy: 0.7751 Epoch 25/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4618 - accuracy: 0.7766 Epoch 26/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4612 - accuracy: 0.7746 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4602 - accuracy: 0.7753 Epoch 28/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4608 - accuracy: 0.7747 Epoch 29/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4597 - accuracy: 0.7751 Epoch 30/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4592 - accuracy: 0.7763 Epoch 31/100 359/359 [==============================] - 0s 941us/step - loss: 0.4593 - accuracy: 0.7763 Epoch 32/100 359/359 [==============================] - 0s 963us/step - loss: 0.4591 - accuracy: 0.7750 Epoch 33/100 359/359 [==============================] - 0s 904us/step - loss: 0.4580 - accuracy: 0.7758 Epoch 34/100 359/359 [==============================] - 0s 883us/step - loss: 0.4579 - accuracy: 0.7765 Epoch 35/100 359/359 [==============================] - 0s 896us/step - loss: 0.4573 - accuracy: 0.7759 Epoch 36/100 359/359 [==============================] - 0s 956us/step - loss: 0.4565 - accuracy: 0.7775 Epoch 37/100 359/359 [==============================] - 0s 904us/step - loss: 0.4563 - accuracy: 0.7773 Epoch 38/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4560 - accuracy: 0.7791: 0s - loss: 0.4517 - accuracy Epoch 39/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4557 - accuracy: 0.7795 Epoch 40/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4550 - accuracy: 0.7808 Epoch 41/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4545 - accuracy: 0.7790 Epoch 42/100 359/359 [==============================] - 0s 969us/step - loss: 0.4536 - accuracy: 0.7792 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4529 - accuracy: 0.7800 Epoch 44/100 359/359 [==============================] - 0s 890us/step - loss: 0.4521 - accuracy: 0.7800 Epoch 45/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7789 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4503 - accuracy: 0.7793 Epoch 47/100 359/359 [==============================] - 0s 964us/step - loss: 0.4492 - accuracy: 0.7820 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7824 Epoch 49/100 359/359 [==============================] - 0s 955us/step - loss: 0.4482 - accuracy: 0.7820 Epoch 50/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4476 - accuracy: 0.7818 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7806 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7841 Epoch 53/100 359/359 [==============================] - 0s 916us/step - loss: 0.4466 - accuracy: 0.7834 Epoch 54/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4463 - accuracy: 0.7834 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7835 Epoch 56/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7821 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7840 Epoch 58/100 359/359 [==============================] - 0s 907us/step - loss: 0.4457 - accuracy: 0.7848 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4448 - accuracy: 0.7838 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4454 - accuracy: 0.7829 Epoch 61/100 359/359 [==============================] - 0s 948us/step - loss: 0.4449 - accuracy: 0.7854 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4449 - accuracy: 0.7854 Epoch 63/100 359/359 [==============================] - 0s 957us/step - loss: 0.4438 - accuracy: 0.7851 Epoch 64/100 359/359 [==============================] - 0s 922us/step - loss: 0.4441 - accuracy: 0.7859 Epoch 65/100 359/359 [==============================] - 0s 898us/step - loss: 0.4442 - accuracy: 0.7848 Epoch 66/100 359/359 [==============================] - 0s 907us/step - loss: 0.4439 - accuracy: 0.7865 Epoch 67/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4433 - accuracy: 0.7867 Epoch 68/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4440 - accuracy: 0.7858 Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4439 - accuracy: 0.7872 Epoch 70/100 359/359 [==============================] - 0s 939us/step - loss: 0.4436 - accuracy: 0.7876 Epoch 71/100 359/359 [==============================] - 0s 907us/step - loss: 0.4434 - accuracy: 0.7857 Epoch 72/100 359/359 [==============================] - 0s 899us/step - loss: 0.4431 - accuracy: 0.7846 Epoch 73/100 359/359 [==============================] - 0s 879us/step - loss: 0.4435 - accuracy: 0.7856 Epoch 74/100 359/359 [==============================] - 0s 954us/step - loss: 0.4430 - accuracy: 0.7868 Epoch 75/100 359/359 [==============================] - 0s 903us/step - loss: 0.4429 - accuracy: 0.7866 Epoch 76/100 359/359 [==============================] - 0s 877us/step - loss: 0.4427 - accuracy: 0.7879 Epoch 77/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4422 - accuracy: 0.7868 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4424 - accuracy: 0.7867 Epoch 79/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4431 - accuracy: 0.7849 Epoch 80/100 359/359 [==============================] - 0s 966us/step - loss: 0.4422 - accuracy: 0.7881 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7861 Epoch 82/100 359/359 [==============================] - 0s 951us/step - loss: 0.4422 - accuracy: 0.7867 Epoch 83/100 359/359 [==============================] - 0s 903us/step - loss: 0.4421 - accuracy: 0.7879 Epoch 84/100 359/359 [==============================] - 0s 948us/step - loss: 0.4420 - accuracy: 0.7868 Epoch 85/100 359/359 [==============================] - 0s 911us/step - loss: 0.4417 - accuracy: 0.7890 Epoch 86/100 359/359 [==============================] - 0s 900us/step - loss: 0.4416 - accuracy: 0.7887 Epoch 87/100 359/359 [==============================] - 0s 959us/step - loss: 0.4418 - accuracy: 0.7890 Epoch 88/100 359/359 [==============================] - 0s 919us/step - loss: 0.4414 - accuracy: 0.7884 Epoch 89/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4419 - accuracy: 0.7882 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4412 - accuracy: 0.7901 Epoch 91/100 359/359 [==============================] - 0s 924us/step - loss: 0.4413 - accuracy: 0.7881 Epoch 92/100 359/359 [==============================] - 0s 976us/step - loss: 0.4412 - accuracy: 0.7895 Epoch 93/100 359/359 [==============================] - 0s 911us/step - loss: 0.4411 - accuracy: 0.7891 Epoch 94/100 359/359 [==============================] - 0s 886us/step - loss: 0.4402 - accuracy: 0.7887 Epoch 95/100 359/359 [==============================] - 0s 929us/step - loss: 0.4413 - accuracy: 0.7882 Epoch 96/100 359/359 [==============================] - 0s 892us/step - loss: 0.4408 - accuracy: 0.7868 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7891 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4406 - accuracy: 0.7892 Epoch 99/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4408 - accuracy: 0.7885 Epoch 100/100 359/359 [==============================] - 0s 937us/step - loss: 0.4408 - accuracy: 0.7888 Epoch 1/100 359/359 [==============================] - 0s 937us/step - loss: 0.6420 - accuracy: 0.6437 Epoch 2/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5547 - accuracy: 0.7319 Epoch 3/100 359/359 [==============================] - 0s 954us/step - loss: 0.5315 - accuracy: 0.7418 Epoch 4/100 359/359 [==============================] - 0s 992us/step - loss: 0.5067 - accuracy: 0.7552 Epoch 5/100 359/359 [==============================] - 0s 891us/step - loss: 0.4884 - accuracy: 0.7651 Epoch 6/100 359/359 [==============================] - 0s 872us/step - loss: 0.4774 - accuracy: 0.7670 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4717 - accuracy: 0.7682 Epoch 8/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4675 - accuracy: 0.7698 Epoch 9/100 359/359 [==============================] - 0s 890us/step - loss: 0.4655 - accuracy: 0.7731 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4631 - accuracy: 0.7740 Epoch 11/100 359/359 [==============================] - 0s 891us/step - loss: 0.4619 - accuracy: 0.7738 Epoch 12/100 359/359 [==============================] - 0s 871us/step - loss: 0.4603 - accuracy: 0.7732 Epoch 13/100 359/359 [==============================] - 0s 931us/step - loss: 0.4595 - accuracy: 0.7750 Epoch 14/100 359/359 [==============================] - 0s 929us/step - loss: 0.4592 - accuracy: 0.7742 Epoch 15/100 359/359 [==============================] - 0s 975us/step - loss: 0.4583 - accuracy: 0.7741 Epoch 16/100 359/359 [==============================] - 0s 907us/step - loss: 0.4582 - accuracy: 0.7748 Epoch 17/100 359/359 [==============================] - 0s 899us/step - loss: 0.4581 - accuracy: 0.7733 Epoch 18/100 359/359 [==============================] - 0s 910us/step - loss: 0.4579 - accuracy: 0.7747 Epoch 19/100 359/359 [==============================] - 0s 926us/step - loss: 0.4578 - accuracy: 0.7743 Epoch 20/100 359/359 [==============================] - 0s 899us/step - loss: 0.4572 - accuracy: 0.7759 Epoch 21/100 359/359 [==============================] - 0s 903us/step - loss: 0.4572 - accuracy: 0.7749 Epoch 22/100 359/359 [==============================] - 0s 942us/step - loss: 0.4575 - accuracy: 0.7739 Epoch 23/100 359/359 [==============================] - 0s 914us/step - loss: 0.4573 - accuracy: 0.7744 Epoch 24/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4570 - accuracy: 0.7741 Epoch 25/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4572 - accuracy: 0.7744: 0s - loss: 0.4605 - accu Epoch 26/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4572 - accuracy: 0.7734 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7739 Epoch 28/100 359/359 [==============================] - 0s 904us/step - loss: 0.4567 - accuracy: 0.7772 Epoch 29/100 359/359 [==============================] - 0s 882us/step - loss: 0.4567 - accuracy: 0.7744 Epoch 30/100 359/359 [==============================] - 0s 868us/step - loss: 0.4568 - accuracy: 0.7725 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7771 Epoch 32/100 359/359 [==============================] - 0s 973us/step - loss: 0.4568 - accuracy: 0.7746 Epoch 33/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4566 - accuracy: 0.7750 Epoch 34/100 359/359 [==============================] - 0s 964us/step - loss: 0.4564 - accuracy: 0.7752 Epoch 35/100 359/359 [==============================] - 0s 958us/step - loss: 0.4564 - accuracy: 0.7766 Epoch 36/100 359/359 [==============================] - 0s 931us/step - loss: 0.4568 - accuracy: 0.7753 Epoch 37/100 359/359 [==============================] - 0s 958us/step - loss: 0.4564 - accuracy: 0.7759 Epoch 38/100 359/359 [==============================] - 0s 940us/step - loss: 0.4568 - accuracy: 0.7743 Epoch 39/100 359/359 [==============================] - 0s 922us/step - loss: 0.4563 - accuracy: 0.7739 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7779 Epoch 41/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4564 - accuracy: 0.7759 Epoch 42/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4563 - accuracy: 0.7758 Epoch 43/100 359/359 [==============================] - 0s 929us/step - loss: 0.4561 - accuracy: 0.7743 Epoch 44/100 359/359 [==============================] - 0s 993us/step - loss: 0.4564 - accuracy: 0.7746 Epoch 45/100 359/359 [==============================] - 0s 861us/step - loss: 0.4563 - accuracy: 0.7737 Epoch 46/100 359/359 [==============================] - 0s 942us/step - loss: 0.4563 - accuracy: 0.7734 Epoch 47/100 359/359 [==============================] - 0s 875us/step - loss: 0.4556 - accuracy: 0.7753 Epoch 48/100 359/359 [==============================] - 0s 872us/step - loss: 0.4560 - accuracy: 0.7736 Epoch 49/100 359/359 [==============================] - 0s 871us/step - loss: 0.4563 - accuracy: 0.7748 Epoch 50/100 359/359 [==============================] - 0s 978us/step - loss: 0.4562 - accuracy: 0.7742 Epoch 51/100 359/359 [==============================] - 0s 918us/step - loss: 0.4564 - accuracy: 0.7740 Epoch 52/100 359/359 [==============================] - 0s 921us/step - loss: 0.4564 - accuracy: 0.7740 Epoch 53/100 359/359 [==============================] - 0s 976us/step - loss: 0.4557 - accuracy: 0.7752 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7757 Epoch 55/100 359/359 [==============================] - 0s 914us/step - loss: 0.4555 - accuracy: 0.7755 Epoch 56/100 359/359 [==============================] - 0s 891us/step - loss: 0.4556 - accuracy: 0.7772 Epoch 57/100 359/359 [==============================] - 0s 942us/step - loss: 0.4556 - accuracy: 0.7759 Epoch 58/100 359/359 [==============================] - 0s 897us/step - loss: 0.4560 - accuracy: 0.7748 Epoch 59/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4563 - accuracy: 0.7739 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7757 Epoch 61/100 359/359 [==============================] - 0s 863us/step - loss: 0.4561 - accuracy: 0.7733 Epoch 62/100 359/359 [==============================] - 0s 978us/step - loss: 0.4562 - accuracy: 0.7757 Epoch 63/100 359/359 [==============================] - 0s 858us/step - loss: 0.4560 - accuracy: 0.7764 Epoch 64/100 359/359 [==============================] - 0s 968us/step - loss: 0.4556 - accuracy: 0.7766 Epoch 65/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4557 - accuracy: 0.7746 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7773 Epoch 67/100 359/359 [==============================] - 0s 907us/step - loss: 0.4554 - accuracy: 0.7762 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7743 Epoch 69/100 359/359 [==============================] - 0s 933us/step - loss: 0.4556 - accuracy: 0.7751 Epoch 70/100 359/359 [==============================] - 0s 871us/step - loss: 0.4553 - accuracy: 0.7770 Epoch 71/100 359/359 [==============================] - 0s 939us/step - loss: 0.4560 - accuracy: 0.7754 Epoch 72/100 359/359 [==============================] - 0s 925us/step - loss: 0.4550 - accuracy: 0.7756 Epoch 73/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4556 - accuracy: 0.7774 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7740 Epoch 75/100 359/359 [==============================] - 0s 893us/step - loss: 0.4552 - accuracy: 0.7753 Epoch 76/100 359/359 [==============================] - 0s 980us/step - loss: 0.4555 - accuracy: 0.7767 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7760 Epoch 78/100 359/359 [==============================] - 0s 872us/step - loss: 0.4549 - accuracy: 0.7763 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7752 Epoch 80/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4553 - accuracy: 0.7741 Epoch 81/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4556 - accuracy: 0.7726 Epoch 82/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7740 Epoch 83/100 359/359 [==============================] - 0s 859us/step - loss: 0.4555 - accuracy: 0.7732 Epoch 84/100 359/359 [==============================] - 0s 987us/step - loss: 0.4552 - accuracy: 0.7758 Epoch 85/100 359/359 [==============================] - 0s 955us/step - loss: 0.4552 - accuracy: 0.7760 Epoch 86/100 359/359 [==============================] - 0s 884us/step - loss: 0.4553 - accuracy: 0.7762 Epoch 87/100 359/359 [==============================] - 0s 918us/step - loss: 0.4557 - accuracy: 0.7746 Epoch 88/100 359/359 [==============================] - 0s 886us/step - loss: 0.4545 - accuracy: 0.7725 Epoch 89/100 359/359 [==============================] - 0s 881us/step - loss: 0.4556 - accuracy: 0.7746 Epoch 90/100 359/359 [==============================] - 0s 891us/step - loss: 0.4551 - accuracy: 0.7753 Epoch 91/100 359/359 [==============================] - 0s 880us/step - loss: 0.4555 - accuracy: 0.7738 Epoch 92/100 359/359 [==============================] - 0s 879us/step - loss: 0.4547 - accuracy: 0.7773 Epoch 93/100 359/359 [==============================] - 0s 900us/step - loss: 0.4547 - accuracy: 0.7748 Epoch 94/100 359/359 [==============================] - 0s 868us/step - loss: 0.4551 - accuracy: 0.7739 Epoch 95/100 359/359 [==============================] - 0s 863us/step - loss: 0.4547 - accuracy: 0.7753 Epoch 96/100 359/359 [==============================] - 0s 893us/step - loss: 0.4556 - accuracy: 0.7756 Epoch 97/100 359/359 [==============================] - 0s 875us/step - loss: 0.4551 - accuracy: 0.7766 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7751 Epoch 99/100 359/359 [==============================] - 0s 908us/step - loss: 0.4549 - accuracy: 0.7754 Epoch 100/100 359/359 [==============================] - 0s 849us/step - loss: 0.4550 - accuracy: 0.7766 Epoch 1/100 359/359 [==============================] - 0s 866us/step - loss: 0.6436 - accuracy: 0.6624 Epoch 2/100 359/359 [==============================] - 0s 877us/step - loss: 0.5626 - accuracy: 0.7271 Epoch 3/100 359/359 [==============================] - 0s 914us/step - loss: 0.5577 - accuracy: 0.7256 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5537 - accuracy: 0.7255 Epoch 5/100 359/359 [==============================] - 0s 893us/step - loss: 0.5504 - accuracy: 0.7248 Epoch 6/100 359/359 [==============================] - 0s 887us/step - loss: 0.5471 - accuracy: 0.7253 Epoch 7/100 359/359 [==============================] - 0s 876us/step - loss: 0.5439 - accuracy: 0.7254 Epoch 8/100 359/359 [==============================] - 0s 858us/step - loss: 0.5417 - accuracy: 0.7278 Epoch 9/100 359/359 [==============================] - 0s 885us/step - loss: 0.5391 - accuracy: 0.7266 Epoch 10/100 359/359 [==============================] - 0s 860us/step - loss: 0.5372 - accuracy: 0.7275 Epoch 11/100 359/359 [==============================] - 0s 855us/step - loss: 0.5356 - accuracy: 0.7288 Epoch 12/100 359/359 [==============================] - 0s 888us/step - loss: 0.5336 - accuracy: 0.7299 Epoch 13/100 359/359 [==============================] - 0s 850us/step - loss: 0.5319 - accuracy: 0.7334 Epoch 14/100 359/359 [==============================] - 0s 900us/step - loss: 0.5301 - accuracy: 0.7346 Epoch 15/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5272 - accuracy: 0.7379 Epoch 16/100 359/359 [==============================] - 0s 968us/step - loss: 0.5247 - accuracy: 0.7358 Epoch 17/100 359/359 [==============================] - 0s 928us/step - loss: 0.5218 - accuracy: 0.7398 Epoch 18/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5201 - accuracy: 0.7409 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5173 - accuracy: 0.7420 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5155 - accuracy: 0.7451 Epoch 21/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5139 - accuracy: 0.7471 Epoch 22/100 359/359 [==============================] - 1s 1ms/step - loss: 0.5128 - accuracy: 0.7485: 0s - loss: 0.510 Epoch 23/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5115 - accuracy: 0.7483 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5107 - accuracy: 0.7508 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5098 - accuracy: 0.7502 Epoch 26/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5092 - accuracy: 0.7511 Epoch 27/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5084 - accuracy: 0.7520 Epoch 28/100 359/359 [==============================] - 0s 970us/step - loss: 0.5077 - accuracy: 0.7484 Epoch 29/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5072 - accuracy: 0.7515 Epoch 30/100 359/359 [==============================] - 0s 943us/step - loss: 0.5062 - accuracy: 0.7513 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5048 - accuracy: 0.7541 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5030 - accuracy: 0.7556 Epoch 33/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5014 - accuracy: 0.7550 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5009 - accuracy: 0.7571 Epoch 35/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4992 - accuracy: 0.7575 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4985 - accuracy: 0.7591 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4975 - accuracy: 0.7597 Epoch 38/100 359/359 [==============================] - 0s 951us/step - loss: 0.4967 - accuracy: 0.7598 Epoch 39/100 359/359 [==============================] - 0s 972us/step - loss: 0.4956 - accuracy: 0.7592 Epoch 40/100 359/359 [==============================] - 0s 979us/step - loss: 0.4951 - accuracy: 0.7592 Epoch 41/100 359/359 [==============================] - 0s 966us/step - loss: 0.4943 - accuracy: 0.7614 Epoch 42/100 359/359 [==============================] - 0s 882us/step - loss: 0.4935 - accuracy: 0.7616 Epoch 43/100 359/359 [==============================] - 0s 877us/step - loss: 0.4927 - accuracy: 0.7623 Epoch 44/100 359/359 [==============================] - 0s 900us/step - loss: 0.4918 - accuracy: 0.7654 Epoch 45/100 359/359 [==============================] - 0s 908us/step - loss: 0.4919 - accuracy: 0.7634 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4911 - accuracy: 0.7650 Epoch 47/100 359/359 [==============================] - 0s 900us/step - loss: 0.4902 - accuracy: 0.7646 Epoch 48/100 359/359 [==============================] - 0s 859us/step - loss: 0.4907 - accuracy: 0.7631 Epoch 49/100 359/359 [==============================] - 0s 872us/step - loss: 0.4901 - accuracy: 0.7642 Epoch 50/100 359/359 [==============================] - 0s 938us/step - loss: 0.4901 - accuracy: 0.7657 Epoch 51/100 359/359 [==============================] - 0s 856us/step - loss: 0.4895 - accuracy: 0.7649 Epoch 52/100 359/359 [==============================] - 0s 880us/step - loss: 0.4892 - accuracy: 0.7652 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4891 - accuracy: 0.7637 Epoch 54/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4882 - accuracy: 0.7675: 0s - loss: 0.4859 - accuracy: 0. Epoch 55/100 359/359 [==============================] - 0s 878us/step - loss: 0.4883 - accuracy: 0.7639 Epoch 56/100 359/359 [==============================] - 0s 996us/step - loss: 0.4877 - accuracy: 0.7634 Epoch 57/100 359/359 [==============================] - 0s 909us/step - loss: 0.4860 - accuracy: 0.7650 Epoch 58/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4798 - accuracy: 0.7689 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4727 - accuracy: 0.7741 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4670 - accuracy: 0.7781 Epoch 61/100 359/359 [==============================] - 0s 962us/step - loss: 0.4629 - accuracy: 0.7793 Epoch 62/100 359/359 [==============================] - 0s 918us/step - loss: 0.4593 - accuracy: 0.7846 Epoch 63/100 359/359 [==============================] - 0s 890us/step - loss: 0.4566 - accuracy: 0.7828 Epoch 64/100 359/359 [==============================] - 0s 890us/step - loss: 0.4533 - accuracy: 0.7861 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7857 Epoch 66/100 359/359 [==============================] - 0s 917us/step - loss: 0.4492 - accuracy: 0.7877 Epoch 67/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4474 - accuracy: 0.7875 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7896 Epoch 69/100 359/359 [==============================] - 0s 896us/step - loss: 0.4438 - accuracy: 0.7887 Epoch 70/100 359/359 [==============================] - 0s 987us/step - loss: 0.4435 - accuracy: 0.7884 Epoch 71/100 359/359 [==============================] - 0s 853us/step - loss: 0.4420 - accuracy: 0.7907 Epoch 72/100 359/359 [==============================] - 0s 893us/step - loss: 0.4410 - accuracy: 0.79220s - loss: 0.4406 - accuracy: 0.79 Epoch 73/100 359/359 [==============================] - 0s 878us/step - loss: 0.4408 - accuracy: 0.7921 Epoch 74/100 359/359 [==============================] - 0s 918us/step - loss: 0.4406 - accuracy: 0.7899 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7927 Epoch 76/100 359/359 [==============================] - 0s 927us/step - loss: 0.4395 - accuracy: 0.7929 Epoch 77/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7903 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7936 Epoch 79/100 359/359 [==============================] - 0s 927us/step - loss: 0.4391 - accuracy: 0.7915 Epoch 80/100 359/359 [==============================] - 0s 954us/step - loss: 0.4386 - accuracy: 0.7936 Epoch 81/100 359/359 [==============================] - 0s 914us/step - loss: 0.4386 - accuracy: 0.7907 Epoch 82/100 359/359 [==============================] - 0s 917us/step - loss: 0.4378 - accuracy: 0.7923 Epoch 83/100 359/359 [==============================] - 0s 892us/step - loss: 0.4381 - accuracy: 0.7925 Epoch 84/100 359/359 [==============================] - 0s 960us/step - loss: 0.4369 - accuracy: 0.7924 Epoch 85/100 359/359 [==============================] - 0s 876us/step - loss: 0.4374 - accuracy: 0.7916 Epoch 86/100 359/359 [==============================] - 0s 903us/step - loss: 0.4371 - accuracy: 0.7934 Epoch 87/100 359/359 [==============================] - 0s 892us/step - loss: 0.4369 - accuracy: 0.7935 Epoch 88/100 359/359 [==============================] - 0s 875us/step - loss: 0.4366 - accuracy: 0.7945 Epoch 89/100 359/359 [==============================] - 0s 860us/step - loss: 0.4366 - accuracy: 0.7936 Epoch 90/100 359/359 [==============================] - 0s 868us/step - loss: 0.4359 - accuracy: 0.7936 Epoch 91/100 359/359 [==============================] - 0s 880us/step - loss: 0.4359 - accuracy: 0.7928 Epoch 92/100 359/359 [==============================] - 0s 864us/step - loss: 0.4364 - accuracy: 0.7922 Epoch 93/100 359/359 [==============================] - 0s 856us/step - loss: 0.4357 - accuracy: 0.7936 Epoch 94/100 359/359 [==============================] - 0s 940us/step - loss: 0.4356 - accuracy: 0.7943 Epoch 95/100 359/359 [==============================] - 0s 981us/step - loss: 0.4358 - accuracy: 0.7935 Epoch 96/100 359/359 [==============================] - 0s 900us/step - loss: 0.4353 - accuracy: 0.7950 Epoch 97/100 359/359 [==============================] - 0s 912us/step - loss: 0.4350 - accuracy: 0.7939 Epoch 98/100 359/359 [==============================] - 0s 878us/step - loss: 0.4354 - accuracy: 0.7947 Epoch 99/100 359/359 [==============================] - 0s 885us/step - loss: 0.4352 - accuracy: 0.7946 Epoch 100/100 359/359 [==============================] - 0s 929us/step - loss: 0.4355 - accuracy: 0.7952 Epoch 1/100 359/359 [==============================] - 0s 931us/step - loss: 0.6545 - accuracy: 0.5996 Epoch 2/100 359/359 [==============================] - 0s 887us/step - loss: 0.5638 - accuracy: 0.7318 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5289 - accuracy: 0.7500 Epoch 4/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5026 - accuracy: 0.7599 Epoch 5/100 359/359 [==============================] - 0s 864us/step - loss: 0.4857 - accuracy: 0.7649 Epoch 6/100 359/359 [==============================] - 0s 930us/step - loss: 0.4773 - accuracy: 0.7679 Epoch 7/100 359/359 [==============================] - 0s 873us/step - loss: 0.4729 - accuracy: 0.7703 Epoch 8/100 359/359 [==============================] - 0s 869us/step - loss: 0.4698 - accuracy: 0.7698 Epoch 9/100 359/359 [==============================] - 0s 897us/step - loss: 0.4672 - accuracy: 0.7712 Epoch 10/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4661 - accuracy: 0.7710: 0s - loss: 0.4652 - accuracy: 0. Epoch 11/100 359/359 [==============================] - 0s 915us/step - loss: 0.4645 - accuracy: 0.7722 Epoch 12/100 359/359 [==============================] - 0s 982us/step - loss: 0.4629 - accuracy: 0.7752 Epoch 13/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4621 - accuracy: 0.7741 Epoch 14/100 359/359 [==============================] - 0s 925us/step - loss: 0.4616 - accuracy: 0.7746 Epoch 15/100 359/359 [==============================] - 0s 957us/step - loss: 0.4607 - accuracy: 0.7731 Epoch 16/100 359/359 [==============================] - 0s 878us/step - loss: 0.4605 - accuracy: 0.7738 Epoch 17/100 359/359 [==============================] - 0s 972us/step - loss: 0.4597 - accuracy: 0.7745 Epoch 18/100 359/359 [==============================] - 0s 903us/step - loss: 0.4592 - accuracy: 0.7752 Epoch 19/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4592 - accuracy: 0.7738 Epoch 20/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4588 - accuracy: 0.7766 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4587 - accuracy: 0.7762 Epoch 22/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4579 - accuracy: 0.7767 Epoch 23/100 359/359 [==============================] - 0s 949us/step - loss: 0.4580 - accuracy: 0.7776 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7766 Epoch 25/100 359/359 [==============================] - 0s 875us/step - loss: 0.4577 - accuracy: 0.7766 Epoch 26/100 359/359 [==============================] - 0s 861us/step - loss: 0.4575 - accuracy: 0.7781 Epoch 27/100 359/359 [==============================] - 0s 905us/step - loss: 0.4572 - accuracy: 0.7780 Epoch 28/100 359/359 [==============================] - 0s 858us/step - loss: 0.4569 - accuracy: 0.7786 Epoch 29/100 359/359 [==============================] - 0s 866us/step - loss: 0.4572 - accuracy: 0.7767 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7796 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7824 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7799: 0s - loss: 0.4562 - accuracy: 0.77 Epoch 33/100 359/359 [==============================] - 0s 930us/step - loss: 0.4537 - accuracy: 0.7809 Epoch 34/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4528 - accuracy: 0.7825 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7832 Epoch 36/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4494 - accuracy: 0.7852 Epoch 37/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4470 - accuracy: 0.7863 Epoch 38/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4453 - accuracy: 0.7872 Epoch 39/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4434 - accuracy: 0.7892 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4425 - accuracy: 0.7907 Epoch 41/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7891: 0s - loss: 0.4450 - accura Epoch 42/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4411 - accuracy: 0.7909 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4402 - accuracy: 0.7916 Epoch 44/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4402 - accuracy: 0.7883 Epoch 45/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4405 - accuracy: 0.7896 Epoch 46/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4397 - accuracy: 0.7911 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4394 - accuracy: 0.7916 Epoch 48/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4394 - accuracy: 0.7893 Epoch 49/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4395 - accuracy: 0.7911 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7919: 0s - loss: 0.4373 - accuracy: 0.79 Epoch 51/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4386 - accuracy: 0.7919 Epoch 52/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4383 - accuracy: 0.7930 Epoch 53/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4383 - accuracy: 0.7916 Epoch 54/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4378 - accuracy: 0.7922 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7934 Epoch 56/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4378 - accuracy: 0.7922 Epoch 57/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7936 Epoch 58/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4371 - accuracy: 0.7926 Epoch 59/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4372 - accuracy: 0.7940 Epoch 60/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4375 - accuracy: 0.7925: 0s - loss: 0.4360 - accuracy: Epoch 61/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7924 Epoch 62/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7942 Epoch 63/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4363 - accuracy: 0.7920 Epoch 64/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4367 - accuracy: 0.7933 Epoch 65/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4360 - accuracy: 0.7940: 0s - loss: 0.4388 - accuracy: - ETA: 0s - loss: 0.4404 - accuracy Epoch 66/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4362 - accuracy: 0.7929 Epoch 67/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4359 - accuracy: 0.7923 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4360 - accuracy: 0.7934 Epoch 69/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7946 Epoch 70/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7940 Epoch 71/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4359 - accuracy: 0.7959 Epoch 72/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4360 - accuracy: 0.7932 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4355 - accuracy: 0.7959 Epoch 74/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4354 - accuracy: 0.7956 Epoch 75/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4359 - accuracy: 0.7934 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7947 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4351 - accuracy: 0.7953 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4355 - accuracy: 0.7949 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4355 - accuracy: 0.7953 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7946 Epoch 81/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4347 - accuracy: 0.7931 Epoch 82/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4352 - accuracy: 0.7956 Epoch 83/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4350 - accuracy: 0.7963 Epoch 84/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4355 - accuracy: 0.7947 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4350 - accuracy: 0.7961 Epoch 86/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4349 - accuracy: 0.7957 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4356 - accuracy: 0.7949 Epoch 88/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4350 - accuracy: 0.7969 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4347 - accuracy: 0.7939 Epoch 90/100 359/359 [==============================] - 0s 923us/step - loss: 0.4350 - accuracy: 0.7969 Epoch 91/100 359/359 [==============================] - 0s 985us/step - loss: 0.4348 - accuracy: 0.7945 Epoch 92/100 359/359 [==============================] - 0s 857us/step - loss: 0.4348 - accuracy: 0.7956 Epoch 93/100 359/359 [==============================] - 0s 894us/step - loss: 0.4346 - accuracy: 0.7958 Epoch 94/100 359/359 [==============================] - 0s 927us/step - loss: 0.4344 - accuracy: 0.7931 Epoch 95/100 359/359 [==============================] - 0s 883us/step - loss: 0.4342 - accuracy: 0.7938 Epoch 96/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7967 Epoch 97/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4346 - accuracy: 0.7958 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4349 - accuracy: 0.7960 Epoch 99/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4335 - accuracy: 0.7964 Epoch 100/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4342 - accuracy: 0.7954 Epoch 1/100 359/359 [==============================] - 0s 935us/step - loss: 0.6446 - accuracy: 0.6545 Epoch 2/100 359/359 [==============================] - 0s 928us/step - loss: 0.5481 - accuracy: 0.7260 Epoch 3/100 359/359 [==============================] - 0s 875us/step - loss: 0.5108 - accuracy: 0.7543 Epoch 4/100 359/359 [==============================] - 0s 914us/step - loss: 0.4868 - accuracy: 0.7640 Epoch 5/100 359/359 [==============================] - 0s 829us/step - loss: 0.4761 - accuracy: 0.7659 Epoch 6/100 359/359 [==============================] - 0s 842us/step - loss: 0.4695 - accuracy: 0.7705 Epoch 7/100 359/359 [==============================] - 0s 893us/step - loss: 0.4661 - accuracy: 0.7714 Epoch 8/100 359/359 [==============================] - 0s 859us/step - loss: 0.4637 - accuracy: 0.7723 Epoch 9/100 359/359 [==============================] - 0s 854us/step - loss: 0.4625 - accuracy: 0.7727 Epoch 10/100 359/359 [==============================] - 0s 897us/step - loss: 0.4616 - accuracy: 0.7751 Epoch 11/100 359/359 [==============================] - 0s 859us/step - loss: 0.4602 - accuracy: 0.7759 Epoch 12/100 359/359 [==============================] - 0s 869us/step - loss: 0.4598 - accuracy: 0.7763 Epoch 13/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4593 - accuracy: 0.7773 Epoch 14/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4594 - accuracy: 0.7778 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4589 - accuracy: 0.7776 Epoch 16/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4584 - accuracy: 0.7766 Epoch 17/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4588 - accuracy: 0.7749 Epoch 18/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4584 - accuracy: 0.7790 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4588 - accuracy: 0.7760 Epoch 20/100 359/359 [==============================] - 0s 973us/step - loss: 0.4581 - accuracy: 0.7775 Epoch 21/100 359/359 [==============================] - 0s 967us/step - loss: 0.4584 - accuracy: 0.7783 Epoch 22/100 359/359 [==============================] - 0s 887us/step - loss: 0.4579 - accuracy: 0.7769 Epoch 23/100 359/359 [==============================] - 0s 872us/step - loss: 0.4579 - accuracy: 0.7775 Epoch 24/100 359/359 [==============================] - 0s 928us/step - loss: 0.4578 - accuracy: 0.7786 Epoch 25/100 359/359 [==============================] - 0s 879us/step - loss: 0.4579 - accuracy: 0.7786 Epoch 26/100 359/359 [==============================] - 0s 883us/step - loss: 0.4575 - accuracy: 0.7784 Epoch 27/100 359/359 [==============================] - 0s 877us/step - loss: 0.4582 - accuracy: 0.7771 Epoch 28/100 359/359 [==============================] - 0s 909us/step - loss: 0.4574 - accuracy: 0.7773 Epoch 29/100 359/359 [==============================] - 0s 961us/step - loss: 0.4576 - accuracy: 0.7789 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7786 Epoch 31/100 359/359 [==============================] - 0s 922us/step - loss: 0.4570 - accuracy: 0.7804 Epoch 32/100 359/359 [==============================] - 0s 897us/step - loss: 0.4572 - accuracy: 0.7779 Epoch 33/100 359/359 [==============================] - 0s 998us/step - loss: 0.4572 - accuracy: 0.7795 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4575 - accuracy: 0.7773 Epoch 35/100 359/359 [==============================] - 0s 909us/step - loss: 0.4572 - accuracy: 0.7786 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4572 - accuracy: 0.7785 Epoch 37/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4568 - accuracy: 0.7786 Epoch 38/100 359/359 [==============================] - 0s 920us/step - loss: 0.4574 - accuracy: 0.7785 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7784 Epoch 40/100 359/359 [==============================] - 0s 976us/step - loss: 0.4574 - accuracy: 0.7783 Epoch 41/100 359/359 [==============================] - 0s 894us/step - loss: 0.4569 - accuracy: 0.7774 Epoch 42/100 359/359 [==============================] - 0s 872us/step - loss: 0.4569 - accuracy: 0.7772 Epoch 43/100 359/359 [==============================] - 0s 912us/step - loss: 0.4572 - accuracy: 0.7782 Epoch 44/100 359/359 [==============================] - 0s 869us/step - loss: 0.4565 - accuracy: 0.7793 Epoch 45/100 359/359 [==============================] - 0s 860us/step - loss: 0.4562 - accuracy: 0.7777 Epoch 46/100 359/359 [==============================] - 0s 897us/step - loss: 0.4570 - accuracy: 0.7779 Epoch 47/100 359/359 [==============================] - 0s 856us/step - loss: 0.4566 - accuracy: 0.7760 Epoch 48/100 359/359 [==============================] - 0s 862us/step - loss: 0.4561 - accuracy: 0.7786 Epoch 49/100 359/359 [==============================] - 0s 917us/step - loss: 0.4564 - accuracy: 0.7797 Epoch 50/100 359/359 [==============================] - 0s 903us/step - loss: 0.4564 - accuracy: 0.7778 Epoch 51/100 359/359 [==============================] - 0s 876us/step - loss: 0.4561 - accuracy: 0.7786 Epoch 52/100 359/359 [==============================] - 0s 895us/step - loss: 0.4562 - accuracy: 0.7800 Epoch 53/100 359/359 [==============================] - 0s 975us/step - loss: 0.4565 - accuracy: 0.7791 Epoch 54/100 359/359 [==============================] - 0s 895us/step - loss: 0.4559 - accuracy: 0.7803 Epoch 55/100 359/359 [==============================] - 0s 906us/step - loss: 0.4567 - accuracy: 0.7789 Epoch 56/100 359/359 [==============================] - 0s 932us/step - loss: 0.4561 - accuracy: 0.7810 Epoch 57/100 359/359 [==============================] - 0s 924us/step - loss: 0.4561 - accuracy: 0.7788 Epoch 58/100 359/359 [==============================] - 0s 920us/step - loss: 0.4561 - accuracy: 0.7799 Epoch 59/100 359/359 [==============================] - 0s 917us/step - loss: 0.4560 - accuracy: 0.7793 Epoch 60/100 359/359 [==============================] - 0s 903us/step - loss: 0.4560 - accuracy: 0.7786 Epoch 61/100 359/359 [==============================] - 0s 924us/step - loss: 0.4558 - accuracy: 0.7797 Epoch 62/100 359/359 [==============================] - 0s 920us/step - loss: 0.4559 - accuracy: 0.7800 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7791 Epoch 64/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4556 - accuracy: 0.7787 Epoch 65/100 359/359 [==============================] - 0s 915us/step - loss: 0.4558 - accuracy: 0.7791 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7786 Epoch 67/100 359/359 [==============================] - 0s 878us/step - loss: 0.4549 - accuracy: 0.7793 Epoch 68/100 359/359 [==============================] - 0s 888us/step - loss: 0.4548 - accuracy: 0.7811 Epoch 69/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4551 - accuracy: 0.7797 Epoch 70/100 359/359 [==============================] - 0s 905us/step - loss: 0.4540 - accuracy: 0.78010s - loss: 0.4528 - accuracy: 0.77 Epoch 71/100 359/359 [==============================] - 0s 988us/step - loss: 0.4547 - accuracy: 0.7807 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7808 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7786 Epoch 74/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7810 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4536 - accuracy: 0.7792 Epoch 76/100 359/359 [==============================] - 0s 958us/step - loss: 0.4538 - accuracy: 0.7807 Epoch 77/100 359/359 [==============================] - 0s 975us/step - loss: 0.4541 - accuracy: 0.7805 Epoch 78/100 359/359 [==============================] - 0s 920us/step - loss: 0.4537 - accuracy: 0.7814 Epoch 79/100 359/359 [==============================] - 0s 967us/step - loss: 0.4536 - accuracy: 0.7808 Epoch 80/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4536 - accuracy: 0.7811 Epoch 81/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7796 Epoch 82/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4528 - accuracy: 0.7816 Epoch 83/100 359/359 [==============================] - 0s 939us/step - loss: 0.4534 - accuracy: 0.7806 Epoch 84/100 359/359 [==============================] - 0s 948us/step - loss: 0.4534 - accuracy: 0.7805 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4534 - accuracy: 0.7819 Epoch 86/100 359/359 [==============================] - 0s 923us/step - loss: 0.4533 - accuracy: 0.7827 Epoch 87/100 359/359 [==============================] - 0s 876us/step - loss: 0.4529 - accuracy: 0.7815 Epoch 88/100 359/359 [==============================] - 0s 951us/step - loss: 0.4529 - accuracy: 0.7812 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4526 - accuracy: 0.7844 Epoch 90/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4528 - accuracy: 0.7827 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4529 - accuracy: 0.7827 Epoch 92/100 359/359 [==============================] - 0s 903us/step - loss: 0.4527 - accuracy: 0.7821 Epoch 93/100 359/359 [==============================] - 0s 988us/step - loss: 0.4525 - accuracy: 0.7820 Epoch 94/100 359/359 [==============================] - 0s 933us/step - loss: 0.4522 - accuracy: 0.7805 Epoch 95/100 359/359 [==============================] - 0s 887us/step - loss: 0.4526 - accuracy: 0.7827 Epoch 96/100 359/359 [==============================] - 0s 923us/step - loss: 0.4518 - accuracy: 0.7802 Epoch 97/100 359/359 [==============================] - 0s 869us/step - loss: 0.4520 - accuracy: 0.7835 Epoch 98/100 359/359 [==============================] - 0s 874us/step - loss: 0.4524 - accuracy: 0.7833 Epoch 99/100 359/359 [==============================] - 0s 900us/step - loss: 0.4517 - accuracy: 0.7846 Epoch 100/100 359/359 [==============================] - 0s 941us/step - loss: 0.4521 - accuracy: 0.7823 Epoch 1/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6358 - accuracy: 0.6492 Epoch 2/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5535 - accuracy: 0.7098 Epoch 3/100 359/359 [==============================] - 1s 1ms/step - loss: 0.5411 - accuracy: 0.7181 Epoch 4/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5313 - accuracy: 0.7277 Epoch 5/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5212 - accuracy: 0.7403 Epoch 6/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5073 - accuracy: 0.7495 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4888 - accuracy: 0.7603 Epoch 8/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4725 - accuracy: 0.7700 Epoch 9/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4625 - accuracy: 0.7772 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7818 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7896: 0s - loss: 0.4506 - accuracy: 0. Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7901 Epoch 13/100 359/359 [==============================] - 0s 978us/step - loss: 0.4461 - accuracy: 0.7915 Epoch 14/100 359/359 [==============================] - 0s 953us/step - loss: 0.4433 - accuracy: 0.7942 Epoch 15/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4427 - accuracy: 0.7935 Epoch 16/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4414 - accuracy: 0.7952 Epoch 17/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7976 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7955 Epoch 19/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4392 - accuracy: 0.7951 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7998 Epoch 21/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4378 - accuracy: 0.7980 Epoch 22/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4362 - accuracy: 0.7996 Epoch 23/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4362 - accuracy: 0.7981 Epoch 24/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4361 - accuracy: 0.7991 Epoch 25/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4347 - accuracy: 0.8006 Epoch 26/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4350 - accuracy: 0.7986 Epoch 27/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4347 - accuracy: 0.7985 Epoch 28/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4350 - accuracy: 0.8010 Epoch 29/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4349 - accuracy: 0.7981: 0s - loss: Epoch 30/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4342 - accuracy: 0.7977 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4340 - accuracy: 0.7999 Epoch 32/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4341 - accuracy: 0.7981 Epoch 33/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4339 - accuracy: 0.7981 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4339 - accuracy: 0.7999 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4336 - accuracy: 0.8016 Epoch 36/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4335 - accuracy: 0.7992 Epoch 37/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4339 - accuracy: 0.7996 Epoch 38/100 359/359 [==============================] - 0s 943us/step - loss: 0.4335 - accuracy: 0.8010 Epoch 39/100 359/359 [==============================] - 0s 987us/step - loss: 0.4333 - accuracy: 0.8007 Epoch 40/100 359/359 [==============================] - 0s 960us/step - loss: 0.4338 - accuracy: 0.7989 Epoch 41/100 359/359 [==============================] - 0s 883us/step - loss: 0.4330 - accuracy: 0.8008 Epoch 42/100 359/359 [==============================] - 0s 902us/step - loss: 0.4333 - accuracy: 0.7998 Epoch 43/100 359/359 [==============================] - 0s 917us/step - loss: 0.4329 - accuracy: 0.8017 Epoch 44/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4325 - accuracy: 0.8017 Epoch 45/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4327 - accuracy: 0.7990 Epoch 46/100 359/359 [==============================] - 0s 947us/step - loss: 0.4328 - accuracy: 0.7983 Epoch 47/100 359/359 [==============================] - 0s 867us/step - loss: 0.4329 - accuracy: 0.8018 Epoch 48/100 359/359 [==============================] - 0s 912us/step - loss: 0.4326 - accuracy: 0.7999 Epoch 49/100 359/359 [==============================] - 0s 838us/step - loss: 0.4319 - accuracy: 0.8024 Epoch 50/100 359/359 [==============================] - 0s 849us/step - loss: 0.4329 - accuracy: 0.8005 Epoch 51/100 359/359 [==============================] - 0s 882us/step - loss: 0.4324 - accuracy: 0.8011 Epoch 52/100 359/359 [==============================] - 0s 899us/step - loss: 0.4326 - accuracy: 0.7991 Epoch 53/100 359/359 [==============================] - 0s 836us/step - loss: 0.4320 - accuracy: 0.8002 Epoch 54/100 359/359 [==============================] - 0s 930us/step - loss: 0.4318 - accuracy: 0.8012 Epoch 55/100 359/359 [==============================] - 0s 978us/step - loss: 0.4316 - accuracy: 0.8024 Epoch 56/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4314 - accuracy: 0.8012 Epoch 57/100 359/359 [==============================] - 0s 975us/step - loss: 0.4309 - accuracy: 0.7996 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4311 - accuracy: 0.8011 Epoch 59/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.8010 Epoch 60/100 359/359 [==============================] - 0s 998us/step - loss: 0.4303 - accuracy: 0.8017 Epoch 61/100 359/359 [==============================] - 0s 968us/step - loss: 0.4303 - accuracy: 0.8036 Epoch 62/100 359/359 [==============================] - 0s 881us/step - loss: 0.4301 - accuracy: 0.8004 Epoch 63/100 359/359 [==============================] - 0s 900us/step - loss: 0.4304 - accuracy: 0.8003 Epoch 64/100 359/359 [==============================] - 0s 869us/step - loss: 0.4305 - accuracy: 0.79970s - loss: 0.4304 - accuracy: 0.79 Epoch 65/100 359/359 [==============================] - 0s 898us/step - loss: 0.4302 - accuracy: 0.8010 Epoch 66/100 359/359 [==============================] - 0s 862us/step - loss: 0.4304 - accuracy: 0.8025 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4299 - accuracy: 0.8020 Epoch 68/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4300 - accuracy: 0.8031 Epoch 69/100 359/359 [==============================] - 0s 871us/step - loss: 0.4301 - accuracy: 0.8031 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4301 - accuracy: 0.8017 Epoch 71/100 359/359 [==============================] - 0s 846us/step - loss: 0.4301 - accuracy: 0.8009 Epoch 72/100 359/359 [==============================] - 0s 932us/step - loss: 0.4296 - accuracy: 0.8027 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4297 - accuracy: 0.8012 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4299 - accuracy: 0.8034 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4297 - accuracy: 0.8025 Epoch 76/100 359/359 [==============================] - 0s 916us/step - loss: 0.4297 - accuracy: 0.8015 Epoch 77/100 359/359 [==============================] - 0s 978us/step - loss: 0.4294 - accuracy: 0.8013 Epoch 78/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4295 - accuracy: 0.8018 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4294 - accuracy: 0.8020 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4293 - accuracy: 0.8014 Epoch 81/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4293 - accuracy: 0.8014 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4299 - accuracy: 0.7997 Epoch 83/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4290 - accuracy: 0.7997 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4294 - accuracy: 0.8014 Epoch 85/100 359/359 [==============================] - 0s 928us/step - loss: 0.4287 - accuracy: 0.8013 Epoch 86/100 359/359 [==============================] - 0s 866us/step - loss: 0.4292 - accuracy: 0.8040 Epoch 87/100 359/359 [==============================] - 0s 897us/step - loss: 0.4286 - accuracy: 0.8011 Epoch 88/100 359/359 [==============================] - 0s 901us/step - loss: 0.4291 - accuracy: 0.7987 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.8005 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4289 - accuracy: 0.7988 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4287 - accuracy: 0.8016 Epoch 92/100 359/359 [==============================] - 0s 905us/step - loss: 0.4290 - accuracy: 0.7998 Epoch 93/100 359/359 [==============================] - 0s 893us/step - loss: 0.4288 - accuracy: 0.8020 Epoch 94/100 359/359 [==============================] - 0s 965us/step - loss: 0.4292 - accuracy: 0.7990 Epoch 95/100 359/359 [==============================] - 0s 902us/step - loss: 0.4289 - accuracy: 0.7991 Epoch 96/100 359/359 [==============================] - 0s 910us/step - loss: 0.4289 - accuracy: 0.8017 Epoch 97/100 359/359 [==============================] - 0s 949us/step - loss: 0.4286 - accuracy: 0.7999 Epoch 98/100 359/359 [==============================] - 0s 893us/step - loss: 0.4285 - accuracy: 0.8019 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4289 - accuracy: 0.8025 Epoch 100/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4289 - accuracy: 0.8016 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6394 - accuracy: 0.6215 Epoch 2/100 359/359 [==============================] - 0s 980us/step - loss: 0.5562 - accuracy: 0.72340s - loss: 0.5602 - accuracy: 0.72 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5385 - accuracy: 0.7337 Epoch 4/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5287 - accuracy: 0.7406 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5203 - accuracy: 0.7488 Epoch 6/100 359/359 [==============================] - 0s 957us/step - loss: 0.5113 - accuracy: 0.7568 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4985 - accuracy: 0.7626 Epoch 8/100 359/359 [==============================] - 0s 912us/step - loss: 0.4882 - accuracy: 0.7666 Epoch 9/100 359/359 [==============================] - 0s 928us/step - loss: 0.4819 - accuracy: 0.7693 Epoch 10/100 359/359 [==============================] - 0s 958us/step - loss: 0.4774 - accuracy: 0.7694 Epoch 11/100 359/359 [==============================] - 0s 912us/step - loss: 0.4742 - accuracy: 0.7728 Epoch 12/100 359/359 [==============================] - 0s 946us/step - loss: 0.4716 - accuracy: 0.7734 Epoch 13/100 359/359 [==============================] - 0s 960us/step - loss: 0.4691 - accuracy: 0.7720 Epoch 14/100 359/359 [==============================] - 0s 924us/step - loss: 0.4673 - accuracy: 0.7752 Epoch 15/100 359/359 [==============================] - 0s 926us/step - loss: 0.4652 - accuracy: 0.7764 Epoch 16/100 359/359 [==============================] - 0s 980us/step - loss: 0.4632 - accuracy: 0.7762 Epoch 17/100 359/359 [==============================] - 0s 919us/step - loss: 0.4607 - accuracy: 0.7801 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4589 - accuracy: 0.7797 Epoch 19/100 359/359 [==============================] - 0s 974us/step - loss: 0.4575 - accuracy: 0.7803 Epoch 20/100 359/359 [==============================] - 0s 938us/step - loss: 0.4551 - accuracy: 0.7823 Epoch 21/100 359/359 [==============================] - 0s 937us/step - loss: 0.4532 - accuracy: 0.7824 Epoch 22/100 359/359 [==============================] - 0s 946us/step - loss: 0.4510 - accuracy: 0.7846 Epoch 23/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4486 - accuracy: 0.7861 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7901 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4446 - accuracy: 0.7910 Epoch 26/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4428 - accuracy: 0.7936 Epoch 27/100 359/359 [==============================] - 0s 926us/step - loss: 0.4408 - accuracy: 0.7920 Epoch 28/100 359/359 [==============================] - 0s 895us/step - loss: 0.4397 - accuracy: 0.7923 Epoch 29/100 359/359 [==============================] - 0s 936us/step - loss: 0.4385 - accuracy: 0.7939 Epoch 30/100 359/359 [==============================] - 0s 898us/step - loss: 0.4386 - accuracy: 0.7957 Epoch 31/100 359/359 [==============================] - 0s 902us/step - loss: 0.4380 - accuracy: 0.7937 Epoch 32/100 359/359 [==============================] - 0s 911us/step - loss: 0.4370 - accuracy: 0.7964 Epoch 33/100 359/359 [==============================] - 0s 905us/step - loss: 0.4368 - accuracy: 0.7939 Epoch 34/100 359/359 [==============================] - 0s 900us/step - loss: 0.4363 - accuracy: 0.7958 Epoch 35/100 359/359 [==============================] - 0s 957us/step - loss: 0.4361 - accuracy: 0.7959 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7967 Epoch 37/100 359/359 [==============================] - 0s 960us/step - loss: 0.4348 - accuracy: 0.7965 Epoch 38/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7948 Epoch 39/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4345 - accuracy: 0.7961 Epoch 40/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4344 - accuracy: 0.7982 Epoch 41/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4340 - accuracy: 0.7989 Epoch 42/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4352 - accuracy: 0.7990 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4336 - accuracy: 0.7953 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4341 - accuracy: 0.7954 Epoch 45/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4332 - accuracy: 0.7975 Epoch 46/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7986 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4324 - accuracy: 0.7964 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4328 - accuracy: 0.7973 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4330 - accuracy: 0.7954 Epoch 50/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4317 - accuracy: 0.7986 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4319 - accuracy: 0.7977 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4315 - accuracy: 0.7974 Epoch 53/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4312 - accuracy: 0.7976 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4310 - accuracy: 0.7957 Epoch 55/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4313 - accuracy: 0.7978 Epoch 56/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4306 - accuracy: 0.7969 Epoch 57/100 359/359 [==============================] - 0s 940us/step - loss: 0.4306 - accuracy: 0.7969 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4307 - accuracy: 0.7952 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4304 - accuracy: 0.7967 Epoch 60/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4305 - accuracy: 0.7966 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4295 - accuracy: 0.8002 Epoch 62/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4299 - accuracy: 0.7985 Epoch 63/100 359/359 [==============================] - 0s 950us/step - loss: 0.4293 - accuracy: 0.7979 Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4293 - accuracy: 0.7978 Epoch 65/100 359/359 [==============================] - 0s 990us/step - loss: 0.4299 - accuracy: 0.7986 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4295 - accuracy: 0.7962 Epoch 67/100 359/359 [==============================] - 0s 966us/step - loss: 0.4289 - accuracy: 0.8010 Epoch 68/100 359/359 [==============================] - 0s 902us/step - loss: 0.4280 - accuracy: 0.8009 Epoch 69/100 359/359 [==============================] - 0s 949us/step - loss: 0.4289 - accuracy: 0.7977 Epoch 70/100 359/359 [==============================] - 0s 938us/step - loss: 0.4284 - accuracy: 0.7971 Epoch 71/100 359/359 [==============================] - 0s 965us/step - loss: 0.4293 - accuracy: 0.8000 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7994 Epoch 73/100 359/359 [==============================] - 0s 916us/step - loss: 0.4283 - accuracy: 0.7989 Epoch 74/100 359/359 [==============================] - 0s 925us/step - loss: 0.4285 - accuracy: 0.7968 Epoch 75/100 359/359 [==============================] - 0s 933us/step - loss: 0.4288 - accuracy: 0.8000 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4285 - accuracy: 0.8014 Epoch 77/100 359/359 [==============================] - 0s 961us/step - loss: 0.4280 - accuracy: 0.7991 Epoch 78/100 359/359 [==============================] - 0s 925us/step - loss: 0.4288 - accuracy: 0.7999 Epoch 79/100 359/359 [==============================] - 0s 916us/step - loss: 0.4282 - accuracy: 0.7986 Epoch 80/100 359/359 [==============================] - 0s 929us/step - loss: 0.4284 - accuracy: 0.7961 Epoch 81/100 359/359 [==============================] - 0s 955us/step - loss: 0.4286 - accuracy: 0.7982 Epoch 82/100 359/359 [==============================] - 0s 900us/step - loss: 0.4280 - accuracy: 0.7994 Epoch 83/100 359/359 [==============================] - 0s 903us/step - loss: 0.4278 - accuracy: 0.8001 Epoch 84/100 359/359 [==============================] - 0s 909us/step - loss: 0.4282 - accuracy: 0.7979 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4281 - accuracy: 0.8010 Epoch 86/100 359/359 [==============================] - 0s 999us/step - loss: 0.4284 - accuracy: 0.7997 Epoch 87/100 359/359 [==============================] - 0s 893us/step - loss: 0.4277 - accuracy: 0.7978 Epoch 88/100 359/359 [==============================] - 0s 947us/step - loss: 0.4283 - accuracy: 0.7988 Epoch 89/100 359/359 [==============================] - 0s 939us/step - loss: 0.4280 - accuracy: 0.8017 Epoch 90/100 359/359 [==============================] - 0s 957us/step - loss: 0.4278 - accuracy: 0.7986 Epoch 91/100 359/359 [==============================] - 0s 945us/step - loss: 0.4280 - accuracy: 0.7997 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.8022 Epoch 93/100 359/359 [==============================] - 0s 897us/step - loss: 0.4274 - accuracy: 0.7992 Epoch 94/100 359/359 [==============================] - 0s 950us/step - loss: 0.4278 - accuracy: 0.8010 Epoch 95/100 359/359 [==============================] - 0s 930us/step - loss: 0.4278 - accuracy: 0.8003 Epoch 96/100 359/359 [==============================] - 0s 897us/step - loss: 0.4285 - accuracy: 0.7988 Epoch 97/100 359/359 [==============================] - 0s 929us/step - loss: 0.4280 - accuracy: 0.8003 Epoch 98/100 359/359 [==============================] - 0s 954us/step - loss: 0.4275 - accuracy: 0.7976 Epoch 99/100 359/359 [==============================] - 0s 911us/step - loss: 0.4273 - accuracy: 0.7994 Epoch 100/100 359/359 [==============================] - 0s 953us/step - loss: 0.4274 - accuracy: 0.7998 Epoch 1/100 359/359 [==============================] - 0s 918us/step - loss: 0.6387 - accuracy: 0.6248 Epoch 2/100 359/359 [==============================] - 0s 952us/step - loss: 0.5690 - accuracy: 0.7157 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5609 - accuracy: 0.7183 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5553 - accuracy: 0.7176 Epoch 5/100 359/359 [==============================] - 0s 952us/step - loss: 0.5489 - accuracy: 0.7211 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5437 - accuracy: 0.7252 Epoch 7/100 359/359 [==============================] - 0s 976us/step - loss: 0.5389 - accuracy: 0.7285 Epoch 8/100 359/359 [==============================] - 0s 941us/step - loss: 0.5355 - accuracy: 0.7307 Epoch 9/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5320 - accuracy: 0.7346 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5290 - accuracy: 0.7392 Epoch 11/100 359/359 [==============================] - 0s 951us/step - loss: 0.5271 - accuracy: 0.74120s - loss: 0.5289 - accuracy: 0.73 Epoch 12/100 359/359 [==============================] - 0s 914us/step - loss: 0.5251 - accuracy: 0.7439 Epoch 13/100 359/359 [==============================] - 0s 920us/step - loss: 0.5238 - accuracy: 0.7472 Epoch 14/100 359/359 [==============================] - 0s 902us/step - loss: 0.5226 - accuracy: 0.7474 Epoch 15/100 359/359 [==============================] - 0s 904us/step - loss: 0.5215 - accuracy: 0.7481 Epoch 16/100 359/359 [==============================] - 0s 957us/step - loss: 0.5206 - accuracy: 0.7455 Epoch 17/100 359/359 [==============================] - 0s 890us/step - loss: 0.5199 - accuracy: 0.7481 Epoch 18/100 359/359 [==============================] - 0s 923us/step - loss: 0.5184 - accuracy: 0.7484 Epoch 19/100 359/359 [==============================] - 0s 912us/step - loss: 0.5179 - accuracy: 0.7477 Epoch 20/100 359/359 [==============================] - 0s 892us/step - loss: 0.5166 - accuracy: 0.7482 Epoch 21/100 359/359 [==============================] - 0s 899us/step - loss: 0.5154 - accuracy: 0.7495 Epoch 22/100 359/359 [==============================] - 0s 877us/step - loss: 0.5131 - accuracy: 0.7504 Epoch 23/100 359/359 [==============================] - 0s 882us/step - loss: 0.5112 - accuracy: 0.7502 Epoch 24/100 359/359 [==============================] - 0s 880us/step - loss: 0.5101 - accuracy: 0.7509 Epoch 25/100 359/359 [==============================] - 0s 909us/step - loss: 0.5090 - accuracy: 0.7528 Epoch 26/100 359/359 [==============================] - 0s 905us/step - loss: 0.5078 - accuracy: 0.7525 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5066 - accuracy: 0.7545 Epoch 28/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5053 - accuracy: 0.7534: 0s - loss: 0.5137 - accu Epoch 29/100 359/359 [==============================] - 0s 993us/step - loss: 0.5053 - accuracy: 0.7547 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5040 - accuracy: 0.7564 Epoch 31/100 359/359 [==============================] - 0s 880us/step - loss: 0.5032 - accuracy: 0.7573 Epoch 32/100 359/359 [==============================] - 0s 915us/step - loss: 0.5025 - accuracy: 0.7584 Epoch 33/100 359/359 [==============================] - 0s 917us/step - loss: 0.5017 - accuracy: 0.7576 Epoch 34/100 359/359 [==============================] - 0s 894us/step - loss: 0.5009 - accuracy: 0.7578 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5006 - accuracy: 0.7590 Epoch 36/100 359/359 [==============================] - 0s 923us/step - loss: 0.5007 - accuracy: 0.7570 Epoch 37/100 359/359 [==============================] - 0s 882us/step - loss: 0.4999 - accuracy: 0.7549 Epoch 38/100 359/359 [==============================] - 0s 919us/step - loss: 0.4990 - accuracy: 0.75810s - loss: 0.5008 - accuracy: 0.75 Epoch 39/100 359/359 [==============================] - 0s 906us/step - loss: 0.4983 - accuracy: 0.7584 Epoch 40/100 359/359 [==============================] - 0s 862us/step - loss: 0.4979 - accuracy: 0.7576 Epoch 41/100 359/359 [==============================] - 0s 884us/step - loss: 0.4968 - accuracy: 0.7587 Epoch 42/100 359/359 [==============================] - 0s 889us/step - loss: 0.4969 - accuracy: 0.7601 Epoch 43/100 359/359 [==============================] - 0s 868us/step - loss: 0.4955 - accuracy: 0.7567 Epoch 44/100 359/359 [==============================] - 0s 896us/step - loss: 0.4953 - accuracy: 0.7582 Epoch 45/100 359/359 [==============================] - 0s 960us/step - loss: 0.4944 - accuracy: 0.7589 Epoch 46/100 359/359 [==============================] - 0s 884us/step - loss: 0.4940 - accuracy: 0.7613 Epoch 47/100 359/359 [==============================] - 0s 887us/step - loss: 0.4933 - accuracy: 0.7616 Epoch 48/100 359/359 [==============================] - 0s 900us/step - loss: 0.4921 - accuracy: 0.7616 Epoch 49/100 359/359 [==============================] - 0s 862us/step - loss: 0.4917 - accuracy: 0.7631 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4911 - accuracy: 0.7646 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4911 - accuracy: 0.7615 Epoch 52/100 359/359 [==============================] - 0s 891us/step - loss: 0.4902 - accuracy: 0.7624 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4893 - accuracy: 0.7624 Epoch 54/100 359/359 [==============================] - 0s 911us/step - loss: 0.4892 - accuracy: 0.7635 Epoch 55/100 359/359 [==============================] - 0s 872us/step - loss: 0.4890 - accuracy: 0.7627 Epoch 56/100 359/359 [==============================] - 0s 927us/step - loss: 0.4887 - accuracy: 0.7655 Epoch 57/100 359/359 [==============================] - 0s 875us/step - loss: 0.4876 - accuracy: 0.7660 Epoch 58/100 359/359 [==============================] - 0s 893us/step - loss: 0.4880 - accuracy: 0.7633 Epoch 59/100 359/359 [==============================] - 0s 892us/step - loss: 0.4876 - accuracy: 0.7653 Epoch 60/100 359/359 [==============================] - 0s 889us/step - loss: 0.4873 - accuracy: 0.7683 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4867 - accuracy: 0.7644 Epoch 62/100 359/359 [==============================] - 0s 957us/step - loss: 0.4863 - accuracy: 0.7655 Epoch 63/100 359/359 [==============================] - 0s 857us/step - loss: 0.4857 - accuracy: 0.7662 Epoch 64/100 359/359 [==============================] - 0s 859us/step - loss: 0.4863 - accuracy: 0.7664 Epoch 65/100 359/359 [==============================] - 0s 863us/step - loss: 0.4862 - accuracy: 0.7670 Epoch 66/100 359/359 [==============================] - 0s 886us/step - loss: 0.4857 - accuracy: 0.7642 Epoch 67/100 359/359 [==============================] - 0s 877us/step - loss: 0.4858 - accuracy: 0.7666 Epoch 68/100 359/359 [==============================] - 0s 872us/step - loss: 0.4850 - accuracy: 0.7652 Epoch 69/100 359/359 [==============================] - 0s 882us/step - loss: 0.4851 - accuracy: 0.7668 Epoch 70/100 359/359 [==============================] - 0s 871us/step - loss: 0.4848 - accuracy: 0.7677 Epoch 71/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4858 - accuracy: 0.7654 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4849 - accuracy: 0.7654 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4853 - accuracy: 0.7666 Epoch 74/100 359/359 [==============================] - 0s 965us/step - loss: 0.4852 - accuracy: 0.7633 Epoch 75/100 359/359 [==============================] - 0s 931us/step - loss: 0.4840 - accuracy: 0.76550s - loss: 0.4913 - accuracy Epoch 76/100 359/359 [==============================] - 0s 936us/step - loss: 0.4844 - accuracy: 0.7671 Epoch 77/100 359/359 [==============================] - 0s 966us/step - loss: 0.4849 - accuracy: 0.7659 Epoch 78/100 359/359 [==============================] - 0s 908us/step - loss: 0.4834 - accuracy: 0.7658 Epoch 79/100 359/359 [==============================] - 0s 952us/step - loss: 0.4838 - accuracy: 0.7675 Epoch 80/100 359/359 [==============================] - 0s 952us/step - loss: 0.4836 - accuracy: 0.7664 Epoch 81/100 359/359 [==============================] - 0s 938us/step - loss: 0.4834 - accuracy: 0.7680 Epoch 82/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4841 - accuracy: 0.7657 Epoch 83/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4833 - accuracy: 0.7655 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4827 - accuracy: 0.7656 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4834 - accuracy: 0.7671: 0s - loss: 0.4891 - accuracy: 0. Epoch 86/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4826 - accuracy: 0.7672 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4825 - accuracy: 0.7682 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4820 - accuracy: 0.7686 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4826 - accuracy: 0.7676 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4827 - accuracy: 0.7680 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4821 - accuracy: 0.7687 Epoch 92/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4817 - accuracy: 0.7667 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4824 - accuracy: 0.7674 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4821 - accuracy: 0.7687 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4827 - accuracy: 0.7662 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4821 - accuracy: 0.7676 Epoch 97/100 359/359 [==============================] - 0s 975us/step - loss: 0.4815 - accuracy: 0.7675 Epoch 98/100 359/359 [==============================] - 0s 970us/step - loss: 0.4823 - accuracy: 0.7659 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4819 - accuracy: 0.7692 Epoch 100/100 359/359 [==============================] - 0s 966us/step - loss: 0.4820 - accuracy: 0.7672 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6413 - accuracy: 0.6228 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5600 - accuracy: 0.7203 Epoch 3/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5425 - accuracy: 0.7314 Epoch 4/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5314 - accuracy: 0.7407 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5229 - accuracy: 0.7467 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5126 - accuracy: 0.7521 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5012 - accuracy: 0.7631 Epoch 8/100 359/359 [==============================] - 0s 951us/step - loss: 0.4921 - accuracy: 0.7685 Epoch 9/100 359/359 [==============================] - 0s 989us/step - loss: 0.4849 - accuracy: 0.7739 Epoch 10/100 359/359 [==============================] - 0s 963us/step - loss: 0.4786 - accuracy: 0.77610s - loss: 0.4781 - accuracy: 0. Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4725 - accuracy: 0.7766 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4671 - accuracy: 0.7824 Epoch 13/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4635 - accuracy: 0.7841 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4599 - accuracy: 0.7856 Epoch 15/100 359/359 [==============================] - 0s 960us/step - loss: 0.4576 - accuracy: 0.7870 Epoch 16/100 359/359 [==============================] - 0s 891us/step - loss: 0.4560 - accuracy: 0.7847 Epoch 17/100 359/359 [==============================] - 0s 875us/step - loss: 0.4547 - accuracy: 0.7885 Epoch 18/100 359/359 [==============================] - 0s 929us/step - loss: 0.4532 - accuracy: 0.7889 Epoch 19/100 359/359 [==============================] - 0s 866us/step - loss: 0.4515 - accuracy: 0.7902 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7897 Epoch 21/100 359/359 [==============================] - 0s 974us/step - loss: 0.4503 - accuracy: 0.7907 Epoch 22/100 359/359 [==============================] - 0s 886us/step - loss: 0.4500 - accuracy: 0.7902 Epoch 23/100 359/359 [==============================] - 0s 905us/step - loss: 0.4494 - accuracy: 0.7912 Epoch 24/100 359/359 [==============================] - 0s 935us/step - loss: 0.4493 - accuracy: 0.7906 Epoch 25/100 359/359 [==============================] - 0s 886us/step - loss: 0.4473 - accuracy: 0.7918 Epoch 26/100 359/359 [==============================] - 0s 885us/step - loss: 0.4482 - accuracy: 0.7916 Epoch 27/100 359/359 [==============================] - 0s 928us/step - loss: 0.4468 - accuracy: 0.7915 Epoch 28/100 359/359 [==============================] - 0s 875us/step - loss: 0.4458 - accuracy: 0.7932 Epoch 29/100 359/359 [==============================] - 0s 916us/step - loss: 0.4451 - accuracy: 0.7934 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4454 - accuracy: 0.7918 Epoch 31/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4446 - accuracy: 0.7920 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4445 - accuracy: 0.7941 Epoch 33/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4441 - accuracy: 0.7932 Epoch 34/100 359/359 [==============================] - 0s 905us/step - loss: 0.4427 - accuracy: 0.7938 Epoch 35/100 359/359 [==============================] - 0s 883us/step - loss: 0.4428 - accuracy: 0.7946 Epoch 36/100 359/359 [==============================] - 0s 879us/step - loss: 0.4421 - accuracy: 0.7957 Epoch 37/100 359/359 [==============================] - 0s 943us/step - loss: 0.4415 - accuracy: 0.7954 Epoch 38/100 359/359 [==============================] - 0s 877us/step - loss: 0.4412 - accuracy: 0.7929 Epoch 39/100 359/359 [==============================] - 0s 861us/step - loss: 0.4410 - accuracy: 0.7970 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4402 - accuracy: 0.7952 Epoch 41/100 359/359 [==============================] - 0s 925us/step - loss: 0.4401 - accuracy: 0.7942 Epoch 42/100 359/359 [==============================] - 0s 908us/step - loss: 0.4401 - accuracy: 0.7952 Epoch 43/100 359/359 [==============================] - 0s 890us/step - loss: 0.4401 - accuracy: 0.7949 Epoch 44/100 359/359 [==============================] - 0s 888us/step - loss: 0.4397 - accuracy: 0.7969 Epoch 45/100 359/359 [==============================] - 0s 906us/step - loss: 0.4390 - accuracy: 0.7958 Epoch 46/100 359/359 [==============================] - 0s 945us/step - loss: 0.4389 - accuracy: 0.7962 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4391 - accuracy: 0.7952 Epoch 48/100 359/359 [==============================] - 0s 914us/step - loss: 0.4386 - accuracy: 0.7956 Epoch 49/100 359/359 [==============================] - 0s 994us/step - loss: 0.4383 - accuracy: 0.7936 Epoch 50/100 359/359 [==============================] - 0s 907us/step - loss: 0.4383 - accuracy: 0.7955 Epoch 51/100 359/359 [==============================] - 0s 886us/step - loss: 0.4381 - accuracy: 0.7960 Epoch 52/100 359/359 [==============================] - 0s 928us/step - loss: 0.4387 - accuracy: 0.7963 Epoch 53/100 359/359 [==============================] - 0s 855us/step - loss: 0.4382 - accuracy: 0.7966 Epoch 54/100 359/359 [==============================] - 0s 888us/step - loss: 0.4377 - accuracy: 0.7969 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7956 Epoch 56/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4366 - accuracy: 0.7952 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7953 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7957 Epoch 59/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4361 - accuracy: 0.7954 Epoch 60/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4364 - accuracy: 0.7947 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4362 - accuracy: 0.7961 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4365 - accuracy: 0.7971 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4356 - accuracy: 0.7959 Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4362 - accuracy: 0.7961 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4356 - accuracy: 0.7942: 0s - loss: 0.4334 - accuracy: Epoch 66/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4360 - accuracy: 0.7950 Epoch 67/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4362 - accuracy: 0.7942 Epoch 68/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4361 - accuracy: 0.7936 Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4356 - accuracy: 0.7949 Epoch 70/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4353 - accuracy: 0.7954 Epoch 71/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4356 - accuracy: 0.7932 Epoch 72/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7962: 0s - loss: 0.4366 - accuracy: Epoch 73/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4351 - accuracy: 0.7990 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4351 - accuracy: 0.7930 Epoch 75/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4348 - accuracy: 0.7956: 0s - loss: 0.4403 - accura Epoch 76/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4350 - accuracy: 0.7945 Epoch 77/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4346 - accuracy: 0.7961 Epoch 78/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7976 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4346 - accuracy: 0.7964 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4343 - accuracy: 0.7963 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4345 - accuracy: 0.7932 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4350 - accuracy: 0.7949 Epoch 83/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4347 - accuracy: 0.7954 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4343 - accuracy: 0.7945 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4346 - accuracy: 0.7975 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4347 - accuracy: 0.7943 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4344 - accuracy: 0.7956 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4351 - accuracy: 0.7949 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4341 - accuracy: 0.7947 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4343 - accuracy: 0.7951 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4340 - accuracy: 0.7974 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7947 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4341 - accuracy: 0.7948 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7960 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4346 - accuracy: 0.7950 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4346 - accuracy: 0.7963 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4341 - accuracy: 0.7952 Epoch 98/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4336 - accuracy: 0.7976 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4339 - accuracy: 0.7965 Epoch 100/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4344 - accuracy: 0.7959 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6516 - accuracy: 0.6303 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5672 - accuracy: 0.7259: 0s - loss: 0.5718 - accuracy Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5358 - accuracy: 0.7417 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5110 - accuracy: 0.7528 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4919 - accuracy: 0.7627 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4800 - accuracy: 0.7671 Epoch 7/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4731 - accuracy: 0.7671 Epoch 8/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4687 - accuracy: 0.7693 Epoch 9/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4656 - accuracy: 0.7712 Epoch 10/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4640 - accuracy: 0.7685 Epoch 11/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4617 - accuracy: 0.7702: 0s - loss: 0.4620 - accuracy: 0. Epoch 12/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4608 - accuracy: 0.7732 Epoch 13/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4596 - accuracy: 0.7738 Epoch 14/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4586 - accuracy: 0.7737 Epoch 15/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7743 Epoch 16/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4570 - accuracy: 0.7746 Epoch 17/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7766 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7773 Epoch 19/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7766 Epoch 20/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4558 - accuracy: 0.7754 Epoch 21/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4551 - accuracy: 0.7792 Epoch 22/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4547 - accuracy: 0.7793 Epoch 23/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4536 - accuracy: 0.7792 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4536 - accuracy: 0.7829 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4525 - accuracy: 0.7825 Epoch 26/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7822 Epoch 27/100 359/359 [==============================] - 0s 894us/step - loss: 0.4509 - accuracy: 0.7809 Epoch 28/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4502 - accuracy: 0.7814 Epoch 29/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4496 - accuracy: 0.7827 Epoch 30/100 359/359 [==============================] - 0s 902us/step - loss: 0.4493 - accuracy: 0.7821 Epoch 31/100 359/359 [==============================] - 0s 984us/step - loss: 0.4489 - accuracy: 0.7841 Epoch 32/100 359/359 [==============================] - 0s 902us/step - loss: 0.4488 - accuracy: 0.7841 Epoch 33/100 359/359 [==============================] - 0s 945us/step - loss: 0.4484 - accuracy: 0.7838 Epoch 34/100 359/359 [==============================] - 0s 913us/step - loss: 0.4480 - accuracy: 0.7843 Epoch 35/100 359/359 [==============================] - 0s 885us/step - loss: 0.4481 - accuracy: 0.7839 Epoch 36/100 359/359 [==============================] - 0s 927us/step - loss: 0.4479 - accuracy: 0.7846 Epoch 37/100 359/359 [==============================] - 0s 923us/step - loss: 0.4472 - accuracy: 0.7854 Epoch 38/100 359/359 [==============================] - 0s 885us/step - loss: 0.4477 - accuracy: 0.7837 Epoch 39/100 359/359 [==============================] - 0s 906us/step - loss: 0.4469 - accuracy: 0.7868 Epoch 40/100 359/359 [==============================] - 0s 908us/step - loss: 0.4472 - accuracy: 0.7854 Epoch 41/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4468 - accuracy: 0.7865 Epoch 42/100 359/359 [==============================] - 0s 894us/step - loss: 0.4464 - accuracy: 0.7854 Epoch 43/100 359/359 [==============================] - 0s 911us/step - loss: 0.4461 - accuracy: 0.7849 Epoch 44/100 359/359 [==============================] - 0s 910us/step - loss: 0.4465 - accuracy: 0.7874 Epoch 45/100 359/359 [==============================] - 0s 931us/step - loss: 0.4460 - accuracy: 0.7853 Epoch 46/100 359/359 [==============================] - 0s 908us/step - loss: 0.4457 - accuracy: 0.7870 Epoch 47/100 359/359 [==============================] - 0s 899us/step - loss: 0.4454 - accuracy: 0.7866 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7861 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7861: 0s - loss: 0.4429 - accuracy: 0.78 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7875 Epoch 51/100 359/359 [==============================] - 0s 899us/step - loss: 0.4450 - accuracy: 0.7866 Epoch 52/100 359/359 [==============================] - 0s 886us/step - loss: 0.4451 - accuracy: 0.7875 Epoch 53/100 359/359 [==============================] - 0s 918us/step - loss: 0.4449 - accuracy: 0.7878 Epoch 54/100 359/359 [==============================] - 0s 910us/step - loss: 0.4452 - accuracy: 0.7856 Epoch 55/100 359/359 [==============================] - 0s 872us/step - loss: 0.4441 - accuracy: 0.7866 Epoch 56/100 359/359 [==============================] - 0s 943us/step - loss: 0.4453 - accuracy: 0.7870 Epoch 57/100 359/359 [==============================] - 0s 926us/step - loss: 0.4444 - accuracy: 0.7861 Epoch 58/100 359/359 [==============================] - 0s 929us/step - loss: 0.4449 - accuracy: 0.7867 Epoch 59/100 359/359 [==============================] - 0s 995us/step - loss: 0.4450 - accuracy: 0.7854 Epoch 60/100 359/359 [==============================] - 0s 926us/step - loss: 0.4444 - accuracy: 0.7870 Epoch 61/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7873 Epoch 62/100 359/359 [==============================] - 0s 1000us/step - loss: 0.4439 - accuracy: 0.7866 Epoch 63/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4437 - accuracy: 0.7887 Epoch 64/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4438 - accuracy: 0.7887 Epoch 65/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4432 - accuracy: 0.7896 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4431 - accuracy: 0.7882 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4431 - accuracy: 0.7871 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4425 - accuracy: 0.7883 Epoch 69/100 359/359 [==============================] - 0s 992us/step - loss: 0.4434 - accuracy: 0.7876 Epoch 70/100 359/359 [==============================] - 0s 954us/step - loss: 0.4426 - accuracy: 0.7889 Epoch 71/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7868 Epoch 72/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4421 - accuracy: 0.7880 Epoch 73/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4422 - accuracy: 0.7891 Epoch 74/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4419 - accuracy: 0.7871 Epoch 75/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4416 - accuracy: 0.7893 Epoch 76/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4413 - accuracy: 0.7876 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4417 - accuracy: 0.7875 Epoch 78/100 359/359 [==============================] - 0s 933us/step - loss: 0.4414 - accuracy: 0.7890 Epoch 79/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4411 - accuracy: 0.7896 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7892 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4405 - accuracy: 0.7889 Epoch 82/100 359/359 [==============================] - 0s 983us/step - loss: 0.4409 - accuracy: 0.7900 Epoch 83/100 359/359 [==============================] - 0s 961us/step - loss: 0.4404 - accuracy: 0.7878 Epoch 84/100 359/359 [==============================] - 0s 988us/step - loss: 0.4412 - accuracy: 0.7896 Epoch 85/100 359/359 [==============================] - 0s 955us/step - loss: 0.4405 - accuracy: 0.7904 Epoch 86/100 359/359 [==============================] - 0s 999us/step - loss: 0.4410 - accuracy: 0.7895 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4403 - accuracy: 0.7902 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4405 - accuracy: 0.7920 Epoch 89/100 359/359 [==============================] - 0s 964us/step - loss: 0.4404 - accuracy: 0.7876 Epoch 90/100 359/359 [==============================] - 0s 957us/step - loss: 0.4404 - accuracy: 0.7914 Epoch 91/100 359/359 [==============================] - 0s 919us/step - loss: 0.4406 - accuracy: 0.7891 Epoch 92/100 359/359 [==============================] - 0s 922us/step - loss: 0.4406 - accuracy: 0.7902 Epoch 93/100 359/359 [==============================] - 0s 970us/step - loss: 0.4399 - accuracy: 0.7897 Epoch 94/100 359/359 [==============================] - 0s 975us/step - loss: 0.4401 - accuracy: 0.7904 Epoch 95/100 359/359 [==============================] - 0s 927us/step - loss: 0.4401 - accuracy: 0.7883 Epoch 96/100 359/359 [==============================] - 0s 973us/step - loss: 0.4400 - accuracy: 0.7905 Epoch 97/100 359/359 [==============================] - 0s 921us/step - loss: 0.4399 - accuracy: 0.7912 Epoch 98/100 359/359 [==============================] - 0s 917us/step - loss: 0.4399 - accuracy: 0.7898 Epoch 99/100 359/359 [==============================] - 0s 975us/step - loss: 0.4403 - accuracy: 0.7915 Epoch 100/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4396 - accuracy: 0.7922 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6671 - accuracy: 0.6103 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5815 - accuracy: 0.7225 Epoch 3/100 359/359 [==============================] - 0s 963us/step - loss: 0.5572 - accuracy: 0.7247 Epoch 4/100 359/359 [==============================] - 0s 910us/step - loss: 0.5532 - accuracy: 0.7287 Epoch 5/100 359/359 [==============================] - 0s 956us/step - loss: 0.5496 - accuracy: 0.7276 Epoch 6/100 359/359 [==============================] - 0s 942us/step - loss: 0.5444 - accuracy: 0.7337 Epoch 7/100 359/359 [==============================] - 0s 933us/step - loss: 0.5388 - accuracy: 0.7333 Epoch 8/100 359/359 [==============================] - 0s 938us/step - loss: 0.5338 - accuracy: 0.7373 Epoch 9/100 359/359 [==============================] - 0s 920us/step - loss: 0.5289 - accuracy: 0.7412 Epoch 10/100 359/359 [==============================] - 0s 938us/step - loss: 0.5237 - accuracy: 0.7452 Epoch 11/100 359/359 [==============================] - 0s 947us/step - loss: 0.5177 - accuracy: 0.7457 Epoch 12/100 359/359 [==============================] - 0s 910us/step - loss: 0.5107 - accuracy: 0.7515 Epoch 13/100 359/359 [==============================] - 0s 936us/step - loss: 0.5024 - accuracy: 0.7561 Epoch 14/100 359/359 [==============================] - 0s 919us/step - loss: 0.4934 - accuracy: 0.7615 Epoch 15/100 359/359 [==============================] - 0s 905us/step - loss: 0.4841 - accuracy: 0.7660 Epoch 16/100 359/359 [==============================] - 0s 933us/step - loss: 0.4770 - accuracy: 0.7669 Epoch 17/100 359/359 [==============================] - 0s 920us/step - loss: 0.4709 - accuracy: 0.7722 Epoch 18/100 359/359 [==============================] - 0s 978us/step - loss: 0.4660 - accuracy: 0.7751 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4619 - accuracy: 0.7777 Epoch 20/100 359/359 [==============================] - 0s 956us/step - loss: 0.4588 - accuracy: 0.7786 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7780 Epoch 22/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4549 - accuracy: 0.7822 Epoch 23/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7820 Epoch 24/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4514 - accuracy: 0.7814 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7840 Epoch 26/100 359/359 [==============================] - 0s 957us/step - loss: 0.4495 - accuracy: 0.7842 Epoch 27/100 359/359 [==============================] - 0s 929us/step - loss: 0.4482 - accuracy: 0.7868 Epoch 28/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7861 Epoch 29/100 359/359 [==============================] - 0s 956us/step - loss: 0.4470 - accuracy: 0.7865 Epoch 30/100 359/359 [==============================] - 0s 948us/step - loss: 0.4468 - accuracy: 0.7875 Epoch 31/100 359/359 [==============================] - 0s 920us/step - loss: 0.4464 - accuracy: 0.7891 Epoch 32/100 359/359 [==============================] - 0s 965us/step - loss: 0.4455 - accuracy: 0.7895 Epoch 33/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7892 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4452 - accuracy: 0.7870: 0s - loss: 0.4426 - accuracy: 0. Epoch 35/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4448 - accuracy: 0.7893 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4445 - accuracy: 0.7892 Epoch 37/100 359/359 [==============================] - 0s 876us/step - loss: 0.4443 - accuracy: 0.7908 Epoch 38/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4439 - accuracy: 0.7915 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4437 - accuracy: 0.7889 Epoch 40/100 359/359 [==============================] - 0s 910us/step - loss: 0.4439 - accuracy: 0.7875 Epoch 41/100 359/359 [==============================] - 0s 989us/step - loss: 0.4434 - accuracy: 0.7898 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4430 - accuracy: 0.7903 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4431 - accuracy: 0.7922 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4428 - accuracy: 0.7915 Epoch 45/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7906 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4425 - accuracy: 0.7893 Epoch 47/100 359/359 [==============================] - 0s 998us/step - loss: 0.4412 - accuracy: 0.7921 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4413 - accuracy: 0.7910 Epoch 49/100 359/359 [==============================] - 0s 941us/step - loss: 0.4410 - accuracy: 0.7912 Epoch 50/100 359/359 [==============================] - 0s 916us/step - loss: 0.4406 - accuracy: 0.7928 Epoch 51/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4404 - accuracy: 0.7914 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7918 Epoch 53/100 359/359 [==============================] - 0s 972us/step - loss: 0.4393 - accuracy: 0.7917 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7942 Epoch 55/100 359/359 [==============================] - 0s 913us/step - loss: 0.4380 - accuracy: 0.7939 Epoch 56/100 359/359 [==============================] - 0s 892us/step - loss: 0.4379 - accuracy: 0.7918 Epoch 57/100 359/359 [==============================] - 0s 955us/step - loss: 0.4374 - accuracy: 0.7916 Epoch 58/100 359/359 [==============================] - 0s 901us/step - loss: 0.4375 - accuracy: 0.7930 Epoch 59/100 359/359 [==============================] - 0s 892us/step - loss: 0.4371 - accuracy: 0.7949 Epoch 60/100 359/359 [==============================] - 0s 957us/step - loss: 0.4366 - accuracy: 0.7958 Epoch 61/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4365 - accuracy: 0.7925 Epoch 62/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4366 - accuracy: 0.7922: 0s - los Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4360 - accuracy: 0.7946 Epoch 64/100 359/359 [==============================] - 0s 988us/step - loss: 0.4363 - accuracy: 0.7922 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4352 - accuracy: 0.7936 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4348 - accuracy: 0.7928 Epoch 67/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4347 - accuracy: 0.7923 Epoch 68/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4345 - accuracy: 0.7919 Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4348 - accuracy: 0.7913 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4341 - accuracy: 0.7946 Epoch 71/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7936 Epoch 72/100 359/359 [==============================] - 0s 956us/step - loss: 0.4341 - accuracy: 0.7936 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4335 - accuracy: 0.7926 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4335 - accuracy: 0.7944 Epoch 75/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4339 - accuracy: 0.7942 Epoch 76/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4334 - accuracy: 0.7949 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4328 - accuracy: 0.7946 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4329 - accuracy: 0.7929 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4326 - accuracy: 0.7945 Epoch 80/100 359/359 [==============================] - 0s 954us/step - loss: 0.4331 - accuracy: 0.7947 Epoch 81/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4330 - accuracy: 0.7929 Epoch 82/100 359/359 [==============================] - 0s 993us/step - loss: 0.4325 - accuracy: 0.7946 Epoch 83/100 359/359 [==============================] - 0s 944us/step - loss: 0.4324 - accuracy: 0.7929 Epoch 84/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4324 - accuracy: 0.7946 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4324 - accuracy: 0.7953 Epoch 86/100 359/359 [==============================] - 0s 897us/step - loss: 0.4320 - accuracy: 0.7956 Epoch 87/100 359/359 [==============================] - 0s 989us/step - loss: 0.4321 - accuracy: 0.7942 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4320 - accuracy: 0.7949 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4316 - accuracy: 0.7952 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4322 - accuracy: 0.7959 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4312 - accuracy: 0.7986 Epoch 92/100 359/359 [==============================] - 0s 987us/step - loss: 0.4318 - accuracy: 0.7966 Epoch 93/100 359/359 [==============================] - 0s 944us/step - loss: 0.4316 - accuracy: 0.7951 Epoch 94/100 359/359 [==============================] - 0s 903us/step - loss: 0.4313 - accuracy: 0.7941 Epoch 95/100 359/359 [==============================] - 0s 971us/step - loss: 0.4312 - accuracy: 0.7952 Epoch 96/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4310 - accuracy: 0.7959 Epoch 97/100 359/359 [==============================] - 0s 920us/step - loss: 0.4313 - accuracy: 0.7952 Epoch 98/100 359/359 [==============================] - 0s 982us/step - loss: 0.4316 - accuracy: 0.7963 Epoch 99/100 359/359 [==============================] - 0s 925us/step - loss: 0.4313 - accuracy: 0.7973 Epoch 100/100 359/359 [==============================] - 0s 911us/step - loss: 0.4314 - accuracy: 0.7967 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6627 - accuracy: 0.6424 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5669 - accuracy: 0.7314 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5371 - accuracy: 0.7427 Epoch 4/100 359/359 [==============================] - 0s 948us/step - loss: 0.5159 - accuracy: 0.7547 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4952 - accuracy: 0.7609 Epoch 6/100 359/359 [==============================] - 0s 930us/step - loss: 0.4813 - accuracy: 0.7653 Epoch 7/100 359/359 [==============================] - 0s 959us/step - loss: 0.4746 - accuracy: 0.7674 Epoch 8/100 359/359 [==============================] - 0s 901us/step - loss: 0.4698 - accuracy: 0.7671 Epoch 9/100 359/359 [==============================] - 0s 911us/step - loss: 0.4665 - accuracy: 0.7708 Epoch 10/100 359/359 [==============================] - 0s 953us/step - loss: 0.4645 - accuracy: 0.7724 Epoch 11/100 359/359 [==============================] - 0s 893us/step - loss: 0.4629 - accuracy: 0.7714 Epoch 12/100 359/359 [==============================] - 0s 906us/step - loss: 0.4615 - accuracy: 0.7710 Epoch 13/100 359/359 [==============================] - 0s 934us/step - loss: 0.4607 - accuracy: 0.7727 Epoch 14/100 359/359 [==============================] - 0s 899us/step - loss: 0.4602 - accuracy: 0.7721 Epoch 15/100 359/359 [==============================] - 0s 899us/step - loss: 0.4593 - accuracy: 0.7708 Epoch 16/100 359/359 [==============================] - 0s 920us/step - loss: 0.4587 - accuracy: 0.7744 Epoch 17/100 359/359 [==============================] - 0s 902us/step - loss: 0.4592 - accuracy: 0.7736 Epoch 18/100 359/359 [==============================] - 0s 906us/step - loss: 0.4580 - accuracy: 0.7744 Epoch 19/100 359/359 [==============================] - 0s 953us/step - loss: 0.4582 - accuracy: 0.7740 Epoch 20/100 359/359 [==============================] - 0s 891us/step - loss: 0.4579 - accuracy: 0.7730 Epoch 21/100 359/359 [==============================] - 0s 903us/step - loss: 0.4575 - accuracy: 0.7740 Epoch 22/100 359/359 [==============================] - 0s 933us/step - loss: 0.4568 - accuracy: 0.7739 Epoch 23/100 359/359 [==============================] - 0s 934us/step - loss: 0.4573 - accuracy: 0.7746 Epoch 24/100 359/359 [==============================] - 0s 892us/step - loss: 0.4560 - accuracy: 0.7752 Epoch 25/100 359/359 [==============================] - 0s 959us/step - loss: 0.4566 - accuracy: 0.7756 Epoch 26/100 359/359 [==============================] - 0s 952us/step - loss: 0.4566 - accuracy: 0.7742 Epoch 27/100 359/359 [==============================] - 0s 941us/step - loss: 0.4561 - accuracy: 0.7755 Epoch 28/100 359/359 [==============================] - 0s 958us/step - loss: 0.4566 - accuracy: 0.7744 Epoch 29/100 359/359 [==============================] - 0s 917us/step - loss: 0.4562 - accuracy: 0.7740 Epoch 30/100 359/359 [==============================] - 0s 905us/step - loss: 0.4563 - accuracy: 0.7748 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7762 Epoch 32/100 359/359 [==============================] - 0s 931us/step - loss: 0.4556 - accuracy: 0.7748 Epoch 33/100 359/359 [==============================] - 0s 936us/step - loss: 0.4555 - accuracy: 0.7766 Epoch 34/100 359/359 [==============================] - 0s 956us/step - loss: 0.4556 - accuracy: 0.7754 Epoch 35/100 359/359 [==============================] - 0s 919us/step - loss: 0.4549 - accuracy: 0.7751 Epoch 36/100 359/359 [==============================] - 0s 915us/step - loss: 0.4555 - accuracy: 0.7759 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7760 Epoch 38/100 359/359 [==============================] - 0s 942us/step - loss: 0.4552 - accuracy: 0.7759 Epoch 39/100 359/359 [==============================] - 0s 914us/step - loss: 0.4552 - accuracy: 0.7751 Epoch 40/100 359/359 [==============================] - 0s 962us/step - loss: 0.4547 - accuracy: 0.7773 Epoch 41/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7762 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7746 Epoch 43/100 359/359 [==============================] - 0s 918us/step - loss: 0.4545 - accuracy: 0.7753 Epoch 44/100 359/359 [==============================] - 0s 958us/step - loss: 0.4546 - accuracy: 0.7741 Epoch 45/100 359/359 [==============================] - 0s 962us/step - loss: 0.4542 - accuracy: 0.7769 Epoch 46/100 359/359 [==============================] - 0s 911us/step - loss: 0.4546 - accuracy: 0.7742 Epoch 47/100 359/359 [==============================] - 0s 963us/step - loss: 0.4542 - accuracy: 0.7744 Epoch 48/100 359/359 [==============================] - 0s 927us/step - loss: 0.4540 - accuracy: 0.7756 Epoch 49/100 359/359 [==============================] - 0s 920us/step - loss: 0.4541 - accuracy: 0.7746 Epoch 50/100 359/359 [==============================] - 0s 919us/step - loss: 0.4536 - accuracy: 0.7766 Epoch 51/100 359/359 [==============================] - 0s 966us/step - loss: 0.4532 - accuracy: 0.7750 Epoch 52/100 359/359 [==============================] - 0s 988us/step - loss: 0.4535 - accuracy: 0.7746 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7753 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4534 - accuracy: 0.7745 Epoch 55/100 359/359 [==============================] - 0s 994us/step - loss: 0.4535 - accuracy: 0.7750 Epoch 56/100 359/359 [==============================] - 0s 998us/step - loss: 0.4532 - accuracy: 0.7786 Epoch 57/100 359/359 [==============================] - 0s 955us/step - loss: 0.4533 - accuracy: 0.7742 Epoch 58/100 359/359 [==============================] - 0s 932us/step - loss: 0.4522 - accuracy: 0.7760 Epoch 59/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4529 - accuracy: 0.7731 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7766 Epoch 61/100 359/359 [==============================] - 0s 970us/step - loss: 0.4528 - accuracy: 0.7758 Epoch 62/100 359/359 [==============================] - 0s 941us/step - loss: 0.4527 - accuracy: 0.7766 Epoch 63/100 359/359 [==============================] - 0s 929us/step - loss: 0.4523 - accuracy: 0.7766 Epoch 64/100 359/359 [==============================] - 0s 954us/step - loss: 0.4525 - accuracy: 0.7756 Epoch 65/100 359/359 [==============================] - 0s 936us/step - loss: 0.4527 - accuracy: 0.7763 Epoch 66/100 359/359 [==============================] - 0s 940us/step - loss: 0.4526 - accuracy: 0.7755 Epoch 67/100 359/359 [==============================] - 0s 931us/step - loss: 0.4527 - accuracy: 0.7776 Epoch 68/100 359/359 [==============================] - 0s 934us/step - loss: 0.4523 - accuracy: 0.7777 Epoch 69/100 359/359 [==============================] - 0s 989us/step - loss: 0.4519 - accuracy: 0.7779 Epoch 70/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4530 - accuracy: 0.7753 Epoch 71/100 359/359 [==============================] - 0s 948us/step - loss: 0.4519 - accuracy: 0.7765 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4523 - accuracy: 0.7753 Epoch 73/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7751 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7777 Epoch 75/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4524 - accuracy: 0.7747 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4518 - accuracy: 0.7775 Epoch 77/100 359/359 [==============================] - 0s 908us/step - loss: 0.4518 - accuracy: 0.7773 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4524 - accuracy: 0.7755 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7748 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4517 - accuracy: 0.7766 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4520 - accuracy: 0.7759 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7762 Epoch 83/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4522 - accuracy: 0.7760 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7764 Epoch 85/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4518 - accuracy: 0.7781 Epoch 86/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4516 - accuracy: 0.7762 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4517 - accuracy: 0.7772 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7771 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4513 - accuracy: 0.7753 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7753 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7766 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7767 Epoch 93/100 359/359 [==============================] - 0s 964us/step - loss: 0.4512 - accuracy: 0.7764 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7736 Epoch 95/100 359/359 [==============================] - 0s 970us/step - loss: 0.4499 - accuracy: 0.7780 Epoch 96/100 359/359 [==============================] - 0s 985us/step - loss: 0.4501 - accuracy: 0.7793 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4506 - accuracy: 0.7767 Epoch 98/100 359/359 [==============================] - 0s 985us/step - loss: 0.4500 - accuracy: 0.7782 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7765: 0s - loss: 0.4506 - accuracy: 0.77 Epoch 100/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7750 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6543 - accuracy: 0.5867 Epoch 2/100 359/359 [==============================] - 0s 997us/step - loss: 0.6016 - accuracy: 0.7184 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5798 - accuracy: 0.7399 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5591 - accuracy: 0.7451 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5392 - accuracy: 0.7537 Epoch 6/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5244 - accuracy: 0.7538: 0s - loss: 0.5232 - accuracy: 0. Epoch 7/100 359/359 [==============================] - 0s 980us/step - loss: 0.5142 - accuracy: 0.7556 Epoch 8/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5074 - accuracy: 0.7580 Epoch 9/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5029 - accuracy: 0.7582 Epoch 10/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4997 - accuracy: 0.7575 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4974 - accuracy: 0.7594 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4956 - accuracy: 0.7603 Epoch 13/100 359/359 [==============================] - 0s 949us/step - loss: 0.4942 - accuracy: 0.7597 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4932 - accuracy: 0.7578 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4921 - accuracy: 0.7600 Epoch 16/100 359/359 [==============================] - 0s 971us/step - loss: 0.4915 - accuracy: 0.7578 Epoch 17/100 359/359 [==============================] - 0s 954us/step - loss: 0.4912 - accuracy: 0.7603 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4905 - accuracy: 0.7598 Epoch 19/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4900 - accuracy: 0.7609 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4898 - accuracy: 0.7589 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4894 - accuracy: 0.7583 Epoch 22/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4894 - accuracy: 0.7597 Epoch 23/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4888 - accuracy: 0.7603 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4888 - accuracy: 0.7590 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4885 - accuracy: 0.7594 Epoch 26/100 359/359 [==============================] - 0s 953us/step - loss: 0.4885 - accuracy: 0.7589 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4881 - accuracy: 0.7585 Epoch 28/100 359/359 [==============================] - 0s 924us/step - loss: 0.4877 - accuracy: 0.7586 Epoch 29/100 359/359 [==============================] - 0s 994us/step - loss: 0.4876 - accuracy: 0.7608 Epoch 30/100 359/359 [==============================] - 0s 902us/step - loss: 0.4872 - accuracy: 0.7610 Epoch 31/100 359/359 [==============================] - 0s 936us/step - loss: 0.4868 - accuracy: 0.7597 Epoch 32/100 359/359 [==============================] - 0s 902us/step - loss: 0.4866 - accuracy: 0.7608 Epoch 33/100 359/359 [==============================] - 0s 932us/step - loss: 0.4859 - accuracy: 0.7602 Epoch 34/100 359/359 [==============================] - 0s 901us/step - loss: 0.4850 - accuracy: 0.7614 Epoch 35/100 359/359 [==============================] - 0s 900us/step - loss: 0.4845 - accuracy: 0.7610 Epoch 36/100 359/359 [==============================] - 0s 906us/step - loss: 0.4840 - accuracy: 0.7613 Epoch 37/100 359/359 [==============================] - 0s 900us/step - loss: 0.4838 - accuracy: 0.7597 Epoch 38/100 359/359 [==============================] - 0s 910us/step - loss: 0.4829 - accuracy: 0.7617 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4826 - accuracy: 0.7624 Epoch 40/100 359/359 [==============================] - 0s 899us/step - loss: 0.4820 - accuracy: 0.7637 Epoch 41/100 359/359 [==============================] - 0s 1000us/step - loss: 0.4814 - accuracy: 0.7611 Epoch 42/100 359/359 [==============================] - 0s 919us/step - loss: 0.4807 - accuracy: 0.7597 Epoch 43/100 359/359 [==============================] - 0s 889us/step - loss: 0.4803 - accuracy: 0.7610 Epoch 44/100 359/359 [==============================] - 0s 907us/step - loss: 0.4802 - accuracy: 0.7624 Epoch 45/100 359/359 [==============================] - 0s 928us/step - loss: 0.4794 - accuracy: 0.7632 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4793 - accuracy: 0.7633 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4788 - accuracy: 0.7635 Epoch 48/100 359/359 [==============================] - 0s 978us/step - loss: 0.4784 - accuracy: 0.7624 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4786 - accuracy: 0.7607 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4783 - accuracy: 0.7620: 0s - loss: 0.4779 - accuracy: Epoch 51/100 359/359 [==============================] - 0s 973us/step - loss: 0.4779 - accuracy: 0.7633 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4773 - accuracy: 0.7601 Epoch 53/100 359/359 [==============================] - 0s 967us/step - loss: 0.4779 - accuracy: 0.7652 Epoch 54/100 359/359 [==============================] - 0s 925us/step - loss: 0.4774 - accuracy: 0.7631 Epoch 55/100 359/359 [==============================] - 0s 961us/step - loss: 0.4773 - accuracy: 0.7624 Epoch 56/100 359/359 [==============================] - 0s 938us/step - loss: 0.4770 - accuracy: 0.7622 Epoch 57/100 359/359 [==============================] - 0s 926us/step - loss: 0.4766 - accuracy: 0.7631 Epoch 58/100 359/359 [==============================] - 0s 921us/step - loss: 0.4768 - accuracy: 0.7635 Epoch 59/100 359/359 [==============================] - 0s 916us/step - loss: 0.4763 - accuracy: 0.7616 Epoch 60/100 359/359 [==============================] - 0s 926us/step - loss: 0.4766 - accuracy: 0.7623 Epoch 61/100 359/359 [==============================] - 0s 964us/step - loss: 0.4765 - accuracy: 0.7629 Epoch 62/100 359/359 [==============================] - 0s 916us/step - loss: 0.4760 - accuracy: 0.7644 Epoch 63/100 359/359 [==============================] - 0s 928us/step - loss: 0.4761 - accuracy: 0.7621 Epoch 64/100 359/359 [==============================] - 0s 940us/step - loss: 0.4760 - accuracy: 0.7635 Epoch 65/100 359/359 [==============================] - 0s 913us/step - loss: 0.4758 - accuracy: 0.7621 Epoch 66/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4759 - accuracy: 0.7630 Epoch 67/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4755 - accuracy: 0.7637 Epoch 68/100 359/359 [==============================] - 0s 995us/step - loss: 0.4756 - accuracy: 0.7634 Epoch 69/100 359/359 [==============================] - 0s 967us/step - loss: 0.4755 - accuracy: 0.7627 Epoch 70/100 359/359 [==============================] - 0s 940us/step - loss: 0.4756 - accuracy: 0.7633 Epoch 71/100 359/359 [==============================] - 0s 933us/step - loss: 0.4749 - accuracy: 0.7629 Epoch 72/100 359/359 [==============================] - 0s 928us/step - loss: 0.4751 - accuracy: 0.7651 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4749 - accuracy: 0.7614 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4750 - accuracy: 0.7628 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4749 - accuracy: 0.7658 Epoch 76/100 359/359 [==============================] - 0s 995us/step - loss: 0.4749 - accuracy: 0.7616 Epoch 77/100 359/359 [==============================] - 0s 941us/step - loss: 0.4747 - accuracy: 0.7630 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4745 - accuracy: 0.7639 Epoch 79/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4748 - accuracy: 0.7647 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4746 - accuracy: 0.7632 Epoch 81/100 359/359 [==============================] - 0s 957us/step - loss: 0.4744 - accuracy: 0.7625 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4742 - accuracy: 0.7631 Epoch 83/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4742 - accuracy: 0.7665 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4743 - accuracy: 0.7667 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4736 - accuracy: 0.7638 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4741 - accuracy: 0.7658 Epoch 87/100 359/359 [==============================] - 0s 997us/step - loss: 0.4739 - accuracy: 0.7643 Epoch 88/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4742 - accuracy: 0.7629 Epoch 89/100 359/359 [==============================] - 0s 987us/step - loss: 0.4739 - accuracy: 0.7649 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4737 - accuracy: 0.7641 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4737 - accuracy: 0.7636 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4736 - accuracy: 0.7635 Epoch 93/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4736 - accuracy: 0.7643 Epoch 94/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4737 - accuracy: 0.7648 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4734 - accuracy: 0.7653 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4733 - accuracy: 0.7657 Epoch 97/100 359/359 [==============================] - 0s 950us/step - loss: 0.4733 - accuracy: 0.7660 Epoch 98/100 359/359 [==============================] - 0s 980us/step - loss: 0.4733 - accuracy: 0.7648 Epoch 99/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4732 - accuracy: 0.7670 Epoch 100/100 359/359 [==============================] - 0s 980us/step - loss: 0.4731 - accuracy: 0.7660 Epoch 1/100 359/359 [==============================] - 1s 3ms/step - loss: 0.6659 - accuracy: 0.6246 Epoch 2/100 359/359 [==============================] - 0s 975us/step - loss: 0.5695 - accuracy: 0.7234 Epoch 3/100 359/359 [==============================] - 0s 905us/step - loss: 0.5380 - accuracy: 0.7424 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5145 - accuracy: 0.7530 Epoch 5/100 359/359 [==============================] - 0s 889us/step - loss: 0.4951 - accuracy: 0.7615 Epoch 6/100 359/359 [==============================] - 0s 873us/step - loss: 0.4832 - accuracy: 0.7660 Epoch 7/100 359/359 [==============================] - 0s 942us/step - loss: 0.4759 - accuracy: 0.7679 Epoch 8/100 359/359 [==============================] - 0s 859us/step - loss: 0.4718 - accuracy: 0.7692 Epoch 9/100 359/359 [==============================] - 0s 955us/step - loss: 0.4687 - accuracy: 0.7705 Epoch 10/100 359/359 [==============================] - 0s 931us/step - loss: 0.4670 - accuracy: 0.7726 Epoch 11/100 359/359 [==============================] - 0s 876us/step - loss: 0.4650 - accuracy: 0.7725 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4639 - accuracy: 0.7724 Epoch 13/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4632 - accuracy: 0.7740 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4621 - accuracy: 0.7734 Epoch 15/100 359/359 [==============================] - 0s 899us/step - loss: 0.4612 - accuracy: 0.7734 Epoch 16/100 359/359 [==============================] - 0s 972us/step - loss: 0.4608 - accuracy: 0.7764 Epoch 17/100 359/359 [==============================] - 0s 956us/step - loss: 0.4600 - accuracy: 0.7750 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4598 - accuracy: 0.7756 Epoch 19/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4601 - accuracy: 0.7783 Epoch 20/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4595 - accuracy: 0.7770 Epoch 21/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4596 - accuracy: 0.7757 Epoch 22/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4589 - accuracy: 0.7777 Epoch 23/100 359/359 [==============================] - 0s 940us/step - loss: 0.4588 - accuracy: 0.7795 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4587 - accuracy: 0.7793 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7784 Epoch 26/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7786 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4579 - accuracy: 0.7775 Epoch 28/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7773 Epoch 29/100 359/359 [==============================] - 0s 963us/step - loss: 0.4575 - accuracy: 0.7809 Epoch 30/100 359/359 [==============================] - 0s 987us/step - loss: 0.4570 - accuracy: 0.78000s - loss: 0.4569 - accuracy: Epoch 31/100 359/359 [==============================] - 0s 931us/step - loss: 0.4568 - accuracy: 0.7807 Epoch 32/100 359/359 [==============================] - 0s 964us/step - loss: 0.4567 - accuracy: 0.7806 Epoch 33/100 359/359 [==============================] - 0s 879us/step - loss: 0.4565 - accuracy: 0.7811 Epoch 34/100 359/359 [==============================] - 0s 898us/step - loss: 0.4558 - accuracy: 0.7803 Epoch 35/100 359/359 [==============================] - 0s 909us/step - loss: 0.4560 - accuracy: 0.7800 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7794 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7798 Epoch 38/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7824: 0s - loss: 0.4548 - accuracy: 0. Epoch 39/100 359/359 [==============================] - 0s 945us/step - loss: 0.4551 - accuracy: 0.78070s - loss: 0.4538 - accuracy: 0. Epoch 40/100 359/359 [==============================] - 0s 998us/step - loss: 0.4547 - accuracy: 0.7820 Epoch 41/100 359/359 [==============================] - 0s 993us/step - loss: 0.4544 - accuracy: 0.7806 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4542 - accuracy: 0.7809 Epoch 43/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4534 - accuracy: 0.7823 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4536 - accuracy: 0.7820 Epoch 45/100 359/359 [==============================] - 0s 948us/step - loss: 0.4529 - accuracy: 0.7858 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4519 - accuracy: 0.7854 Epoch 47/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4515 - accuracy: 0.7841 Epoch 48/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4508 - accuracy: 0.7839 Epoch 49/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7850 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4505 - accuracy: 0.7856 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7850 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7861 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7840 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4494 - accuracy: 0.7861 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7868 Epoch 56/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7854 Epoch 57/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4485 - accuracy: 0.7873 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7880 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7870 Epoch 60/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7881 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7868 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7870 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7873 Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7854 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7896 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7881 Epoch 67/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4484 - accuracy: 0.7862 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7870 Epoch 69/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4482 - accuracy: 0.7857: 0s - loss: 0.4510 - accura Epoch 70/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4480 - accuracy: 0.7887 Epoch 71/100 359/359 [==============================] - 0s 958us/step - loss: 0.4484 - accuracy: 0.7863 Epoch 72/100 359/359 [==============================] - 0s 942us/step - loss: 0.4481 - accuracy: 0.7866 Epoch 73/100 359/359 [==============================] - 0s 968us/step - loss: 0.4482 - accuracy: 0.7876 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7883 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7851 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7867 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7888 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7900 Epoch 79/100 359/359 [==============================] - 0s 924us/step - loss: 0.4478 - accuracy: 0.7876 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7875 Epoch 81/100 359/359 [==============================] - 0s 906us/step - loss: 0.4468 - accuracy: 0.7893 Epoch 82/100 359/359 [==============================] - 0s 914us/step - loss: 0.4466 - accuracy: 0.7881 Epoch 83/100 359/359 [==============================] - 0s 928us/step - loss: 0.4467 - accuracy: 0.7895 Epoch 84/100 359/359 [==============================] - 0s 903us/step - loss: 0.4467 - accuracy: 0.7881 Epoch 85/100 359/359 [==============================] - 0s 899us/step - loss: 0.4459 - accuracy: 0.7903 Epoch 86/100 359/359 [==============================] - 0s 893us/step - loss: 0.4459 - accuracy: 0.7894 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7892 Epoch 88/100 359/359 [==============================] - 0s 939us/step - loss: 0.4455 - accuracy: 0.7895 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7904 Epoch 90/100 359/359 [==============================] - 0s 970us/step - loss: 0.4460 - accuracy: 0.7909 Epoch 91/100 359/359 [==============================] - 0s 934us/step - loss: 0.4457 - accuracy: 0.7901 Epoch 92/100 359/359 [==============================] - 0s 904us/step - loss: 0.4456 - accuracy: 0.7899 Epoch 93/100 359/359 [==============================] - 0s 889us/step - loss: 0.4454 - accuracy: 0.7879 Epoch 94/100 359/359 [==============================] - 0s 887us/step - loss: 0.4453 - accuracy: 0.7887 Epoch 95/100 359/359 [==============================] - 0s 971us/step - loss: 0.4454 - accuracy: 0.7899 Epoch 96/100 359/359 [==============================] - 0s 891us/step - loss: 0.4452 - accuracy: 0.7908 Epoch 97/100 359/359 [==============================] - 0s 878us/step - loss: 0.4449 - accuracy: 0.7906 Epoch 98/100 359/359 [==============================] - 0s 943us/step - loss: 0.4449 - accuracy: 0.7895 Epoch 99/100 359/359 [==============================] - 0s 883us/step - loss: 0.4454 - accuracy: 0.7904 Epoch 100/100 359/359 [==============================] - 0s 881us/step - loss: 0.4449 - accuracy: 0.7898 Epoch 1/100 359/359 [==============================] - 0s 955us/step - loss: 0.6628 - accuracy: 0.5556 Epoch 2/100 359/359 [==============================] - 0s 976us/step - loss: 0.5971 - accuracy: 0.6866 Epoch 3/100 359/359 [==============================] - 0s 988us/step - loss: 0.5805 - accuracy: 0.7150 Epoch 4/100 359/359 [==============================] - 0s 884us/step - loss: 0.5732 - accuracy: 0.7165 Epoch 5/100 359/359 [==============================] - 0s 911us/step - loss: 0.5689 - accuracy: 0.7210 Epoch 6/100 359/359 [==============================] - 0s 882us/step - loss: 0.5652 - accuracy: 0.7202 Epoch 7/100 359/359 [==============================] - 0s 905us/step - loss: 0.5618 - accuracy: 0.7228 Epoch 8/100 359/359 [==============================] - 0s 927us/step - loss: 0.5587 - accuracy: 0.7236 Epoch 9/100 359/359 [==============================] - 0s 892us/step - loss: 0.5554 - accuracy: 0.7255 Epoch 10/100 359/359 [==============================] - 0s 886us/step - loss: 0.5518 - accuracy: 0.7280 Epoch 11/100 359/359 [==============================] - 0s 910us/step - loss: 0.5469 - accuracy: 0.7280 Epoch 12/100 359/359 [==============================] - 0s 885us/step - loss: 0.5425 - accuracy: 0.7360 Epoch 13/100 359/359 [==============================] - 0s 878us/step - loss: 0.5386 - accuracy: 0.7375 Epoch 14/100 359/359 [==============================] - 0s 902us/step - loss: 0.5356 - accuracy: 0.7401 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5328 - accuracy: 0.7416 Epoch 16/100 359/359 [==============================] - 0s 876us/step - loss: 0.5305 - accuracy: 0.7433 Epoch 17/100 359/359 [==============================] - 0s 960us/step - loss: 0.5288 - accuracy: 0.7421 Epoch 18/100 359/359 [==============================] - 0s 900us/step - loss: 0.5274 - accuracy: 0.7420 Epoch 19/100 359/359 [==============================] - 0s 881us/step - loss: 0.5260 - accuracy: 0.7438 Epoch 20/100 359/359 [==============================] - 0s 911us/step - loss: 0.5244 - accuracy: 0.7435 Epoch 21/100 359/359 [==============================] - 0s 887us/step - loss: 0.5230 - accuracy: 0.7441 Epoch 22/100 359/359 [==============================] - 0s 901us/step - loss: 0.5222 - accuracy: 0.7454 Epoch 23/100 359/359 [==============================] - 0s 915us/step - loss: 0.5209 - accuracy: 0.7480 Epoch 24/100 359/359 [==============================] - 0s 880us/step - loss: 0.5204 - accuracy: 0.7456 Epoch 25/100 359/359 [==============================] - 0s 896us/step - loss: 0.5197 - accuracy: 0.7454 Epoch 26/100 359/359 [==============================] - 0s 882us/step - loss: 0.5190 - accuracy: 0.7482 Epoch 27/100 359/359 [==============================] - 0s 912us/step - loss: 0.5184 - accuracy: 0.7471 Epoch 28/100 359/359 [==============================] - 0s 891us/step - loss: 0.5178 - accuracy: 0.7486 Epoch 29/100 359/359 [==============================] - 0s 882us/step - loss: 0.5172 - accuracy: 0.7486 Epoch 30/100 359/359 [==============================] - 0s 909us/step - loss: 0.5163 - accuracy: 0.7487 Epoch 31/100 359/359 [==============================] - 0s 885us/step - loss: 0.5159 - accuracy: 0.7484 Epoch 32/100 359/359 [==============================] - 0s 893us/step - loss: 0.5152 - accuracy: 0.7508 Epoch 33/100 359/359 [==============================] - 0s 905us/step - loss: 0.5145 - accuracy: 0.7499 Epoch 34/100 359/359 [==============================] - 0s 919us/step - loss: 0.5141 - accuracy: 0.7515 Epoch 35/100 359/359 [==============================] - 0s 893us/step - loss: 0.5134 - accuracy: 0.7516 Epoch 36/100 359/359 [==============================] - 0s 901us/step - loss: 0.5128 - accuracy: 0.7550 Epoch 37/100 359/359 [==============================] - 0s 892us/step - loss: 0.5121 - accuracy: 0.75070s - loss: 0.5124 - accuracy: 0. Epoch 38/100 359/359 [==============================] - 0s 883us/step - loss: 0.5116 - accuracy: 0.7502 Epoch 39/100 359/359 [==============================] - 0s 907us/step - loss: 0.5110 - accuracy: 0.7516 Epoch 40/100 359/359 [==============================] - 0s 872us/step - loss: 0.5102 - accuracy: 0.7518 Epoch 41/100 359/359 [==============================] - 0s 899us/step - loss: 0.5094 - accuracy: 0.7528 Epoch 42/100 359/359 [==============================] - 0s 907us/step - loss: 0.5087 - accuracy: 0.7527 Epoch 43/100 359/359 [==============================] - 0s 895us/step - loss: 0.5080 - accuracy: 0.7531 Epoch 44/100 359/359 [==============================] - 0s 953us/step - loss: 0.5071 - accuracy: 0.7550 Epoch 45/100 359/359 [==============================] - 0s 897us/step - loss: 0.5065 - accuracy: 0.7548 Epoch 46/100 359/359 [==============================] - 0s 900us/step - loss: 0.5059 - accuracy: 0.7556 Epoch 47/100 359/359 [==============================] - 0s 888us/step - loss: 0.5054 - accuracy: 0.7550 Epoch 48/100 359/359 [==============================] - 0s 912us/step - loss: 0.5051 - accuracy: 0.7570 Epoch 49/100 359/359 [==============================] - 0s 882us/step - loss: 0.5048 - accuracy: 0.7557 Epoch 50/100 359/359 [==============================] - 0s 956us/step - loss: 0.5041 - accuracy: 0.7580 Epoch 51/100 359/359 [==============================] - 0s 916us/step - loss: 0.5043 - accuracy: 0.7572 Epoch 52/100 359/359 [==============================] - 0s 877us/step - loss: 0.5042 - accuracy: 0.7577 Epoch 53/100 359/359 [==============================] - 0s 872us/step - loss: 0.5038 - accuracy: 0.7570 Epoch 54/100 359/359 [==============================] - 0s 885us/step - loss: 0.5035 - accuracy: 0.7574 Epoch 55/100 359/359 [==============================] - 0s 901us/step - loss: 0.5034 - accuracy: 0.7566 Epoch 56/100 359/359 [==============================] - 0s 901us/step - loss: 0.5031 - accuracy: 0.7585 Epoch 57/100 359/359 [==============================] - 0s 871us/step - loss: 0.5028 - accuracy: 0.7570 Epoch 58/100 359/359 [==============================] - 0s 876us/step - loss: 0.5029 - accuracy: 0.7554 Epoch 59/100 359/359 [==============================] - 0s 885us/step - loss: 0.5025 - accuracy: 0.7568 Epoch 60/100 359/359 [==============================] - 0s 885us/step - loss: 0.5026 - accuracy: 0.7582 Epoch 61/100 359/359 [==============================] - 0s 896us/step - loss: 0.5023 - accuracy: 0.7589 Epoch 62/100 359/359 [==============================] - 0s 892us/step - loss: 0.5022 - accuracy: 0.7588 Epoch 63/100 359/359 [==============================] - 0s 882us/step - loss: 0.5019 - accuracy: 0.7587 Epoch 64/100 359/359 [==============================] - 0s 898us/step - loss: 0.5015 - accuracy: 0.7579 Epoch 65/100 359/359 [==============================] - 0s 877us/step - loss: 0.5012 - accuracy: 0.7580 Epoch 66/100 359/359 [==============================] - 0s 902us/step - loss: 0.5015 - accuracy: 0.7599 Epoch 67/100 359/359 [==============================] - 0s 883us/step - loss: 0.5010 - accuracy: 0.7575 Epoch 68/100 359/359 [==============================] - 0s 877us/step - loss: 0.5010 - accuracy: 0.7586 Epoch 69/100 359/359 [==============================] - 0s 895us/step - loss: 0.5008 - accuracy: 0.7619 Epoch 70/100 359/359 [==============================] - 0s 882us/step - loss: 0.5002 - accuracy: 0.7585 Epoch 71/100 359/359 [==============================] - 0s 876us/step - loss: 0.5000 - accuracy: 0.7586 Epoch 72/100 359/359 [==============================] - 0s 872us/step - loss: 0.5003 - accuracy: 0.7609 Epoch 73/100 359/359 [==============================] - 0s 917us/step - loss: 0.5002 - accuracy: 0.7603 Epoch 74/100 359/359 [==============================] - 0s 876us/step - loss: 0.4999 - accuracy: 0.7595 Epoch 75/100 359/359 [==============================] - 0s 867us/step - loss: 0.4996 - accuracy: 0.7595 Epoch 76/100 359/359 [==============================] - 0s 908us/step - loss: 0.4993 - accuracy: 0.7606 Epoch 77/100 359/359 [==============================] - 0s 890us/step - loss: 0.4993 - accuracy: 0.7586 Epoch 78/100 359/359 [==============================] - 0s 874us/step - loss: 0.4994 - accuracy: 0.7600 Epoch 79/100 359/359 [==============================] - 0s 892us/step - loss: 0.4995 - accuracy: 0.7603 Epoch 80/100 359/359 [==============================] - 0s 879us/step - loss: 0.4991 - accuracy: 0.7597 Epoch 81/100 359/359 [==============================] - 0s 883us/step - loss: 0.4988 - accuracy: 0.7618 Epoch 82/100 359/359 [==============================] - 0s 901us/step - loss: 0.4988 - accuracy: 0.7606 Epoch 83/100 359/359 [==============================] - 0s 874us/step - loss: 0.4987 - accuracy: 0.7594 Epoch 84/100 359/359 [==============================] - 0s 862us/step - loss: 0.4985 - accuracy: 0.7609 Epoch 85/100 359/359 [==============================] - 0s 998us/step - loss: 0.4984 - accuracy: 0.76020s - loss: 0.4929 - accuracy: Epoch 86/100 359/359 [==============================] - 0s 894us/step - loss: 0.4984 - accuracy: 0.7603 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4984 - accuracy: 0.7606 Epoch 88/100 359/359 [==============================] - 0s 980us/step - loss: 0.4980 - accuracy: 0.7610 Epoch 89/100 359/359 [==============================] - 0s 913us/step - loss: 0.4979 - accuracy: 0.7611 Epoch 90/100 359/359 [==============================] - 0s 939us/step - loss: 0.4979 - accuracy: 0.7612 Epoch 91/100 359/359 [==============================] - 0s 928us/step - loss: 0.4978 - accuracy: 0.7608 Epoch 92/100 359/359 [==============================] - 0s 950us/step - loss: 0.4975 - accuracy: 0.7602 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4975 - accuracy: 0.7602 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4975 - accuracy: 0.7600 Epoch 95/100 359/359 [==============================] - 0s 920us/step - loss: 0.4975 - accuracy: 0.7597 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4971 - accuracy: 0.7605 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4973 - accuracy: 0.7614 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4969 - accuracy: 0.7617 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4972 - accuracy: 0.7610 Epoch 100/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4965 - accuracy: 0.7620 Epoch 1/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6722 - accuracy: 0.5549 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6032 - accuracy: 0.6513 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5628 - accuracy: 0.7310 Epoch 4/100 359/359 [==============================] - 0s 976us/step - loss: 0.5347 - accuracy: 0.7468 Epoch 5/100 359/359 [==============================] - 0s 952us/step - loss: 0.5145 - accuracy: 0.7553 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5011 - accuracy: 0.7624 Epoch 7/100 359/359 [==============================] - 0s 918us/step - loss: 0.4928 - accuracy: 0.7674 Epoch 8/100 359/359 [==============================] - 0s 958us/step - loss: 0.4871 - accuracy: 0.7671 Epoch 9/100 359/359 [==============================] - 0s 945us/step - loss: 0.4824 - accuracy: 0.7686 Epoch 10/100 359/359 [==============================] - 0s 897us/step - loss: 0.4792 - accuracy: 0.7739 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4766 - accuracy: 0.7718 Epoch 12/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4751 - accuracy: 0.7749 Epoch 13/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4734 - accuracy: 0.7745 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4717 - accuracy: 0.7721 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4697 - accuracy: 0.7725 Epoch 16/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4686 - accuracy: 0.7686 Epoch 17/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4668 - accuracy: 0.7726 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4649 - accuracy: 0.7720 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4636 - accuracy: 0.7732 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4617 - accuracy: 0.7739 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4608 - accuracy: 0.7752 Epoch 22/100 359/359 [==============================] - 0s 963us/step - loss: 0.4593 - accuracy: 0.7760 Epoch 23/100 359/359 [==============================] - 0s 974us/step - loss: 0.4581 - accuracy: 0.7745 Epoch 24/100 359/359 [==============================] - 0s 984us/step - loss: 0.4568 - accuracy: 0.7751 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7764 Epoch 26/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7768 Epoch 27/100 359/359 [==============================] - 0s 944us/step - loss: 0.4543 - accuracy: 0.7741 Epoch 28/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4535 - accuracy: 0.7776 Epoch 29/100 359/359 [==============================] - 0s 915us/step - loss: 0.4528 - accuracy: 0.7785 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7780 Epoch 31/100 359/359 [==============================] - 0s 922us/step - loss: 0.4513 - accuracy: 0.7777 Epoch 32/100 359/359 [==============================] - 0s 902us/step - loss: 0.4507 - accuracy: 0.7790 Epoch 33/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4500 - accuracy: 0.7787 Epoch 34/100 359/359 [==============================] - 0s 909us/step - loss: 0.4497 - accuracy: 0.7789 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4494 - accuracy: 0.7784 Epoch 36/100 359/359 [==============================] - 0s 937us/step - loss: 0.4488 - accuracy: 0.7808 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7797 Epoch 38/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7807 Epoch 39/100 359/359 [==============================] - 0s 905us/step - loss: 0.4479 - accuracy: 0.7819 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7801 Epoch 41/100 359/359 [==============================] - 0s 975us/step - loss: 0.4471 - accuracy: 0.7826 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7833 Epoch 43/100 359/359 [==============================] - 0s 977us/step - loss: 0.4465 - accuracy: 0.7834 Epoch 44/100 359/359 [==============================] - 0s 949us/step - loss: 0.4462 - accuracy: 0.7853 Epoch 45/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7849 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7853 Epoch 47/100 359/359 [==============================] - 0s 964us/step - loss: 0.4457 - accuracy: 0.7865 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4452 - accuracy: 0.7847 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4450 - accuracy: 0.7834 Epoch 50/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4450 - accuracy: 0.7858 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4445 - accuracy: 0.7854 Epoch 52/100 359/359 [==============================] - 0s 909us/step - loss: 0.4444 - accuracy: 0.7874 Epoch 53/100 359/359 [==============================] - 0s 920us/step - loss: 0.4439 - accuracy: 0.7875 Epoch 54/100 359/359 [==============================] - 0s 912us/step - loss: 0.4441 - accuracy: 0.7874 Epoch 55/100 359/359 [==============================] - 0s 907us/step - loss: 0.4441 - accuracy: 0.7881 Epoch 56/100 359/359 [==============================] - 0s 917us/step - loss: 0.4440 - accuracy: 0.7860 Epoch 57/100 359/359 [==============================] - 0s 898us/step - loss: 0.4437 - accuracy: 0.7878 Epoch 58/100 359/359 [==============================] - 0s 925us/step - loss: 0.4434 - accuracy: 0.7880 Epoch 59/100 359/359 [==============================] - 0s 935us/step - loss: 0.4433 - accuracy: 0.7883 Epoch 60/100 359/359 [==============================] - 0s 955us/step - loss: 0.4432 - accuracy: 0.7881 Epoch 61/100 359/359 [==============================] - 0s 923us/step - loss: 0.4431 - accuracy: 0.7882 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4433 - accuracy: 0.7888 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4429 - accuracy: 0.7893 Epoch 64/100 359/359 [==============================] - 0s 893us/step - loss: 0.4425 - accuracy: 0.7901 Epoch 65/100 359/359 [==============================] - 0s 959us/step - loss: 0.4423 - accuracy: 0.7885 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7902 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4426 - accuracy: 0.7903 Epoch 68/100 359/359 [==============================] - 0s 962us/step - loss: 0.4421 - accuracy: 0.7890 Epoch 69/100 359/359 [==============================] - 0s 908us/step - loss: 0.4418 - accuracy: 0.7915 Epoch 70/100 359/359 [==============================] - 0s 912us/step - loss: 0.4418 - accuracy: 0.7900 Epoch 71/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7905 Epoch 72/100 359/359 [==============================] - 0s 903us/step - loss: 0.4413 - accuracy: 0.7893 Epoch 73/100 359/359 [==============================] - 0s 927us/step - loss: 0.4413 - accuracy: 0.7903 Epoch 74/100 359/359 [==============================] - 0s 896us/step - loss: 0.4412 - accuracy: 0.7902 Epoch 75/100 359/359 [==============================] - 0s 922us/step - loss: 0.4412 - accuracy: 0.7908 Epoch 76/100 359/359 [==============================] - 0s 904us/step - loss: 0.4409 - accuracy: 0.7917 Epoch 77/100 359/359 [==============================] - 0s 928us/step - loss: 0.4409 - accuracy: 0.7906 Epoch 78/100 359/359 [==============================] - 0s 887us/step - loss: 0.4405 - accuracy: 0.7907 Epoch 79/100 359/359 [==============================] - 0s 898us/step - loss: 0.4407 - accuracy: 0.7888 Epoch 80/100 359/359 [==============================] - 0s 929us/step - loss: 0.4399 - accuracy: 0.7914 Epoch 81/100 359/359 [==============================] - 0s 940us/step - loss: 0.4399 - accuracy: 0.7897 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4397 - accuracy: 0.7911 Epoch 83/100 359/359 [==============================] - 0s 990us/step - loss: 0.4393 - accuracy: 0.7915 Epoch 84/100 359/359 [==============================] - 0s 912us/step - loss: 0.4389 - accuracy: 0.7928 Epoch 85/100 359/359 [==============================] - 0s 914us/step - loss: 0.4387 - accuracy: 0.7918 Epoch 86/100 359/359 [==============================] - 0s 939us/step - loss: 0.4381 - accuracy: 0.7937 Epoch 87/100 359/359 [==============================] - 0s 885us/step - loss: 0.4377 - accuracy: 0.7926 Epoch 88/100 359/359 [==============================] - 0s 954us/step - loss: 0.4368 - accuracy: 0.7938 Epoch 89/100 359/359 [==============================] - 0s 888us/step - loss: 0.4358 - accuracy: 0.7918 Epoch 90/100 359/359 [==============================] - 0s 877us/step - loss: 0.4356 - accuracy: 0.7950 Epoch 91/100 359/359 [==============================] - 0s 883us/step - loss: 0.4341 - accuracy: 0.7968 Epoch 92/100 359/359 [==============================] - 0s 900us/step - loss: 0.4331 - accuracy: 0.7977 Epoch 93/100 359/359 [==============================] - 0s 894us/step - loss: 0.4324 - accuracy: 0.7975 Epoch 94/100 359/359 [==============================] - 0s 898us/step - loss: 0.4309 - accuracy: 0.7978 Epoch 95/100 359/359 [==============================] - 0s 920us/step - loss: 0.4307 - accuracy: 0.7986 Epoch 96/100 359/359 [==============================] - 0s 907us/step - loss: 0.4297 - accuracy: 0.7992 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4294 - accuracy: 0.8003 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4291 - accuracy: 0.7983 Epoch 99/100 359/359 [==============================] - 0s 933us/step - loss: 0.4284 - accuracy: 0.8010 Epoch 100/100 359/359 [==============================] - 0s 931us/step - loss: 0.4283 - accuracy: 0.7996 Epoch 1/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6669 - accuracy: 0.5555 Epoch 2/100 359/359 [==============================] - 0s 957us/step - loss: 0.5974 - accuracy: 0.6729 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5643 - accuracy: 0.7336 Epoch 4/100 359/359 [==============================] - 0s 998us/step - loss: 0.5437 - accuracy: 0.7430 Epoch 5/100 359/359 [==============================] - 0s 933us/step - loss: 0.5279 - accuracy: 0.7507 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5146 - accuracy: 0.7605 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5047 - accuracy: 0.7661 Epoch 8/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4974 - accuracy: 0.7676 Epoch 9/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4926 - accuracy: 0.7706 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4884 - accuracy: 0.7699 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4854 - accuracy: 0.7729 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4829 - accuracy: 0.7713 Epoch 13/100 359/359 [==============================] - 0s 928us/step - loss: 0.4797 - accuracy: 0.7730 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4754 - accuracy: 0.7716 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4706 - accuracy: 0.7716 Epoch 16/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4674 - accuracy: 0.7742 Epoch 17/100 359/359 [==============================] - 0s 945us/step - loss: 0.4649 - accuracy: 0.7766 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4633 - accuracy: 0.7759 Epoch 19/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4621 - accuracy: 0.7786 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4601 - accuracy: 0.7790 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4592 - accuracy: 0.7782 Epoch 22/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4582 - accuracy: 0.7813 Epoch 23/100 359/359 [==============================] - 0s 894us/step - loss: 0.4574 - accuracy: 0.7791 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7781 Epoch 25/100 359/359 [==============================] - 0s 978us/step - loss: 0.4555 - accuracy: 0.7779 Epoch 26/100 359/359 [==============================] - 0s 936us/step - loss: 0.4551 - accuracy: 0.7795 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7802 Epoch 28/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7801 Epoch 29/100 359/359 [==============================] - 0s 898us/step - loss: 0.4531 - accuracy: 0.7809 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7807 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7790 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7819 Epoch 33/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7809 Epoch 34/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4512 - accuracy: 0.7778 Epoch 35/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4506 - accuracy: 0.7800 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7833 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7829 Epoch 38/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4493 - accuracy: 0.7807 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7821 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7814 Epoch 41/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7823 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7836 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7803 Epoch 44/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4485 - accuracy: 0.7823 Epoch 45/100 359/359 [==============================] - 0s 964us/step - loss: 0.4478 - accuracy: 0.7829 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7816 Epoch 47/100 359/359 [==============================] - 0s 947us/step - loss: 0.4477 - accuracy: 0.7819 Epoch 48/100 359/359 [==============================] - 0s 903us/step - loss: 0.4478 - accuracy: 0.7825 Epoch 49/100 359/359 [==============================] - 0s 907us/step - loss: 0.4475 - accuracy: 0.7833 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7803: 0s - loss: 0.4477 - accuracy: 0. Epoch 51/100 359/359 [==============================] - 0s 905us/step - loss: 0.4472 - accuracy: 0.7809 Epoch 52/100 359/359 [==============================] - 0s 915us/step - loss: 0.4475 - accuracy: 0.7824 Epoch 53/100 359/359 [==============================] - 0s 946us/step - loss: 0.4471 - accuracy: 0.7820 Epoch 54/100 359/359 [==============================] - 0s 935us/step - loss: 0.4470 - accuracy: 0.7833 Epoch 55/100 359/359 [==============================] - 0s 896us/step - loss: 0.4473 - accuracy: 0.7815 Epoch 56/100 359/359 [==============================] - 0s 915us/step - loss: 0.4471 - accuracy: 0.7834 Epoch 57/100 359/359 [==============================] - 0s 900us/step - loss: 0.4465 - accuracy: 0.7832 Epoch 58/100 359/359 [==============================] - 0s 899us/step - loss: 0.4466 - accuracy: 0.7814 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7808 Epoch 60/100 359/359 [==============================] - 0s 918us/step - loss: 0.4466 - accuracy: 0.7832 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7831 Epoch 62/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4459 - accuracy: 0.7834 Epoch 63/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4466 - accuracy: 0.7829 Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7822 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7841 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7820 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7830 Epoch 68/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4457 - accuracy: 0.7827 Epoch 69/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4459 - accuracy: 0.7828 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7828 Epoch 71/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4453 - accuracy: 0.7823 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4451 - accuracy: 0.7820 Epoch 73/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4454 - accuracy: 0.7814 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7832 Epoch 75/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4453 - accuracy: 0.7831 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4452 - accuracy: 0.7820 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4452 - accuracy: 0.7818 Epoch 78/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4451 - accuracy: 0.7820 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4448 - accuracy: 0.7846 Epoch 80/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4449 - accuracy: 0.7815 Epoch 81/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4448 - accuracy: 0.7811 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4449 - accuracy: 0.7842 Epoch 83/100 359/359 [==============================] - 0s 932us/step - loss: 0.4450 - accuracy: 0.7820 Epoch 84/100 359/359 [==============================] - 0s 971us/step - loss: 0.4444 - accuracy: 0.7827 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4446 - accuracy: 0.7823 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4448 - accuracy: 0.7823 Epoch 87/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4445 - accuracy: 0.7819 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4446 - accuracy: 0.7827 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4444 - accuracy: 0.7811 Epoch 90/100 359/359 [==============================] - 0s 942us/step - loss: 0.4450 - accuracy: 0.7821 Epoch 91/100 359/359 [==============================] - 0s 936us/step - loss: 0.4444 - accuracy: 0.7834 Epoch 92/100 359/359 [==============================] - 0s 907us/step - loss: 0.4444 - accuracy: 0.7846 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4443 - accuracy: 0.7816 Epoch 94/100 359/359 [==============================] - 0s 955us/step - loss: 0.4441 - accuracy: 0.7818 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4446 - accuracy: 0.7820 Epoch 96/100 359/359 [==============================] - 0s 972us/step - loss: 0.4439 - accuracy: 0.7814 Epoch 97/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4444 - accuracy: 0.7828 Epoch 98/100 359/359 [==============================] - 0s 971us/step - loss: 0.4442 - accuracy: 0.7804 Epoch 99/100 359/359 [==============================] - 0s 900us/step - loss: 0.4441 - accuracy: 0.7833 Epoch 100/100 359/359 [==============================] - 0s 945us/step - loss: 0.4433 - accuracy: 0.7823 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6699 - accuracy: 0.6286 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5859 - accuracy: 0.7097 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5591 - accuracy: 0.7140 Epoch 4/100 359/359 [==============================] - 0s 980us/step - loss: 0.5448 - accuracy: 0.7275 Epoch 5/100 359/359 [==============================] - 0s 964us/step - loss: 0.5259 - accuracy: 0.7413 Epoch 6/100 359/359 [==============================] - 0s 954us/step - loss: 0.5073 - accuracy: 0.7571 Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4918 - accuracy: 0.7640 Epoch 8/100 359/359 [==============================] - 0s 956us/step - loss: 0.4789 - accuracy: 0.7690 Epoch 9/100 359/359 [==============================] - 0s 989us/step - loss: 0.4703 - accuracy: 0.7718 Epoch 10/100 359/359 [==============================] - 0s 960us/step - loss: 0.4649 - accuracy: 0.7760 Epoch 11/100 359/359 [==============================] - 0s 963us/step - loss: 0.4603 - accuracy: 0.7781 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7811 Epoch 13/100 359/359 [==============================] - 0s 903us/step - loss: 0.4534 - accuracy: 0.7820 Epoch 14/100 359/359 [==============================] - 0s 917us/step - loss: 0.4511 - accuracy: 0.7875 Epoch 15/100 359/359 [==============================] - 0s 935us/step - loss: 0.4494 - accuracy: 0.7872 Epoch 16/100 359/359 [==============================] - 0s 906us/step - loss: 0.4472 - accuracy: 0.7871 Epoch 17/100 359/359 [==============================] - 0s 923us/step - loss: 0.4460 - accuracy: 0.7903 Epoch 18/100 359/359 [==============================] - 0s 911us/step - loss: 0.4448 - accuracy: 0.7873 Epoch 19/100 359/359 [==============================] - 0s 890us/step - loss: 0.4434 - accuracy: 0.7910 Epoch 20/100 359/359 [==============================] - 0s 898us/step - loss: 0.4426 - accuracy: 0.7919 Epoch 21/100 359/359 [==============================] - 0s 966us/step - loss: 0.4415 - accuracy: 0.7909 Epoch 22/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7907 Epoch 23/100 359/359 [==============================] - 0s 894us/step - loss: 0.4398 - accuracy: 0.7935 Epoch 24/100 359/359 [==============================] - 0s 954us/step - loss: 0.4397 - accuracy: 0.7950 Epoch 25/100 359/359 [==============================] - 0s 918us/step - loss: 0.4389 - accuracy: 0.7915 Epoch 26/100 359/359 [==============================] - 0s 906us/step - loss: 0.4384 - accuracy: 0.7962 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7949 Epoch 28/100 359/359 [==============================] - 0s 899us/step - loss: 0.4374 - accuracy: 0.7973 Epoch 29/100 359/359 [==============================] - 0s 896us/step - loss: 0.4377 - accuracy: 0.7958 Epoch 30/100 359/359 [==============================] - 0s 920us/step - loss: 0.4373 - accuracy: 0.7969 Epoch 31/100 359/359 [==============================] - 0s 926us/step - loss: 0.4367 - accuracy: 0.7956 Epoch 32/100 359/359 [==============================] - 0s 899us/step - loss: 0.4367 - accuracy: 0.7958 Epoch 33/100 359/359 [==============================] - 0s 931us/step - loss: 0.4359 - accuracy: 0.7944 Epoch 34/100 359/359 [==============================] - 0s 895us/step - loss: 0.4359 - accuracy: 0.7978 Epoch 35/100 359/359 [==============================] - 0s 899us/step - loss: 0.4352 - accuracy: 0.7970 Epoch 36/100 359/359 [==============================] - 0s 905us/step - loss: 0.4350 - accuracy: 0.7980 Epoch 37/100 359/359 [==============================] - 0s 891us/step - loss: 0.4347 - accuracy: 0.7963 Epoch 38/100 359/359 [==============================] - 0s 895us/step - loss: 0.4343 - accuracy: 0.7943 Epoch 39/100 359/359 [==============================] - 0s 929us/step - loss: 0.4339 - accuracy: 0.7990 Epoch 40/100 359/359 [==============================] - 0s 902us/step - loss: 0.4338 - accuracy: 0.7953 Epoch 41/100 359/359 [==============================] - 0s 931us/step - loss: 0.4336 - accuracy: 0.7974 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4339 - accuracy: 0.7949 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4336 - accuracy: 0.7988 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4332 - accuracy: 0.7963 Epoch 45/100 359/359 [==============================] - 0s 918us/step - loss: 0.4334 - accuracy: 0.7979 Epoch 46/100 359/359 [==============================] - 0s 925us/step - loss: 0.4326 - accuracy: 0.7946 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4317 - accuracy: 0.7962: 0s - loss: 0.4316 - accuracy: 0.79 Epoch 48/100 359/359 [==============================] - 0s 967us/step - loss: 0.4323 - accuracy: 0.7972 Epoch 49/100 359/359 [==============================] - 0s 964us/step - loss: 0.4328 - accuracy: 0.7955 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4323 - accuracy: 0.7986 Epoch 51/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4323 - accuracy: 0.7958 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4322 - accuracy: 0.7978 Epoch 53/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4317 - accuracy: 0.7963 Epoch 54/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4311 - accuracy: 0.7975 Epoch 55/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4315 - accuracy: 0.7972 Epoch 56/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4314 - accuracy: 0.7954 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4313 - accuracy: 0.7958 Epoch 58/100 359/359 [==============================] - 0s 958us/step - loss: 0.4311 - accuracy: 0.7969 Epoch 59/100 359/359 [==============================] - 0s 928us/step - loss: 0.4307 - accuracy: 0.7965 Epoch 60/100 359/359 [==============================] - 0s 914us/step - loss: 0.4309 - accuracy: 0.7973 Epoch 61/100 359/359 [==============================] - 0s 929us/step - loss: 0.4308 - accuracy: 0.7974 Epoch 62/100 359/359 [==============================] - 0s 895us/step - loss: 0.4302 - accuracy: 0.7955 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4305 - accuracy: 0.7983 Epoch 64/100 359/359 [==============================] - 0s 912us/step - loss: 0.4305 - accuracy: 0.7987 Epoch 65/100 359/359 [==============================] - 0s 966us/step - loss: 0.4303 - accuracy: 0.7971 Epoch 66/100 359/359 [==============================] - 0s 921us/step - loss: 0.4302 - accuracy: 0.7974 Epoch 67/100 359/359 [==============================] - 0s 926us/step - loss: 0.4300 - accuracy: 0.8009 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4298 - accuracy: 0.7995 Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4300 - accuracy: 0.7990 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4297 - accuracy: 0.7984 Epoch 71/100 359/359 [==============================] - 0s 942us/step - loss: 0.4296 - accuracy: 0.7973 Epoch 72/100 359/359 [==============================] - 0s 945us/step - loss: 0.4297 - accuracy: 0.7975 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4301 - accuracy: 0.7988 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4299 - accuracy: 0.7979 Epoch 75/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4295 - accuracy: 0.7990 Epoch 76/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4297 - accuracy: 0.7976 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4294 - accuracy: 0.7995 Epoch 78/100 359/359 [==============================] - 0s 916us/step - loss: 0.4294 - accuracy: 0.7983 Epoch 79/100 359/359 [==============================] - 0s 918us/step - loss: 0.4293 - accuracy: 0.7963 Epoch 80/100 359/359 [==============================] - 0s 964us/step - loss: 0.4285 - accuracy: 0.7986 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4295 - accuracy: 0.7971 Epoch 82/100 359/359 [==============================] - 0s 931us/step - loss: 0.4292 - accuracy: 0.7980 Epoch 83/100 359/359 [==============================] - 0s 906us/step - loss: 0.4287 - accuracy: 0.7985 Epoch 84/100 359/359 [==============================] - 0s 939us/step - loss: 0.4298 - accuracy: 0.7986 Epoch 85/100 359/359 [==============================] - 0s 958us/step - loss: 0.4292 - accuracy: 0.7985 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4292 - accuracy: 0.7968 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4291 - accuracy: 0.7974 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4289 - accuracy: 0.7986 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4287 - accuracy: 0.7976: 0s - loss: 0.4266 - accuracy: Epoch 90/100 359/359 [==============================] - 0s 917us/step - loss: 0.4286 - accuracy: 0.7970 Epoch 91/100 359/359 [==============================] - 0s 939us/step - loss: 0.4286 - accuracy: 0.7992 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4287 - accuracy: 0.7998 Epoch 93/100 359/359 [==============================] - 0s 948us/step - loss: 0.4286 - accuracy: 0.7979 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4286 - accuracy: 0.7987 Epoch 95/100 359/359 [==============================] - 0s 913us/step - loss: 0.4279 - accuracy: 0.7997 Epoch 96/100 359/359 [==============================] - 0s 930us/step - loss: 0.4284 - accuracy: 0.7970 Epoch 97/100 359/359 [==============================] - 0s 937us/step - loss: 0.4283 - accuracy: 0.8000 Epoch 98/100 359/359 [==============================] - 0s 911us/step - loss: 0.4283 - accuracy: 0.8003 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7987 Epoch 100/100 359/359 [==============================] - 0s 930us/step - loss: 0.4279 - accuracy: 0.7982 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6709 - accuracy: 0.6288 Epoch 2/100 359/359 [==============================] - 0s 953us/step - loss: 0.5844 - accuracy: 0.7167 Epoch 3/100 359/359 [==============================] - 0s 950us/step - loss: 0.5415 - accuracy: 0.7332 Epoch 4/100 359/359 [==============================] - 0s 887us/step - loss: 0.5169 - accuracy: 0.7513 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4978 - accuracy: 0.7606 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4861 - accuracy: 0.7642 Epoch 7/100 359/359 [==============================] - 0s 924us/step - loss: 0.4781 - accuracy: 0.7672 Epoch 8/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4719 - accuracy: 0.7718 Epoch 9/100 359/359 [==============================] - 0s 978us/step - loss: 0.4682 - accuracy: 0.7714 Epoch 10/100 359/359 [==============================] - 0s 875us/step - loss: 0.4657 - accuracy: 0.7744 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4640 - accuracy: 0.7747 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4629 - accuracy: 0.7755 Epoch 13/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4620 - accuracy: 0.7772: 0s - loss: 0.4600 - accuracy Epoch 14/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4608 - accuracy: 0.7781 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4604 - accuracy: 0.7784 Epoch 16/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4604 - accuracy: 0.7776 Epoch 17/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4598 - accuracy: 0.7783 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4594 - accuracy: 0.7781 Epoch 19/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4589 - accuracy: 0.7792 Epoch 20/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4583 - accuracy: 0.7784 Epoch 21/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4584 - accuracy: 0.7768 Epoch 22/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4576 - accuracy: 0.7777 Epoch 23/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4573 - accuracy: 0.7783 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7789 Epoch 25/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4572 - accuracy: 0.7794 Epoch 26/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4575 - accuracy: 0.7808 Epoch 27/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4573 - accuracy: 0.7784 Epoch 28/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4565 - accuracy: 0.7788 Epoch 29/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4563 - accuracy: 0.7783 Epoch 30/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4566 - accuracy: 0.7792 Epoch 31/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4565 - accuracy: 0.7818 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7818 Epoch 33/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7809 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7792 Epoch 35/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4559 - accuracy: 0.7807 Epoch 36/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4558 - accuracy: 0.7774 Epoch 37/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4558 - accuracy: 0.7801: 0s - loss: 0.4566 - accuracy: Epoch 38/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4559 - accuracy: 0.7811 Epoch 39/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4555 - accuracy: 0.7810 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7794 Epoch 41/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4551 - accuracy: 0.7809 Epoch 42/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4554 - accuracy: 0.7796 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7802 Epoch 44/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4551 - accuracy: 0.7783 Epoch 45/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4554 - accuracy: 0.7801 Epoch 46/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4551 - accuracy: 0.7780 Epoch 47/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4552 - accuracy: 0.7798 Epoch 48/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4550 - accuracy: 0.7812 Epoch 49/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7794 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7790 Epoch 51/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7798 Epoch 52/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4550 - accuracy: 0.7787: 0s - loss: 0.4570 - accuracy Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7790 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7811 Epoch 55/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4544 - accuracy: 0.7797: 0s - loss: 0.4574 - accuracy Epoch 56/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7809 Epoch 57/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4544 - accuracy: 0.7796 Epoch 58/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4545 - accuracy: 0.7814 Epoch 59/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7797 Epoch 60/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4542 - accuracy: 0.7800 Epoch 61/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4542 - accuracy: 0.7799: 0s - loss: 0.4416 - accuracy: 0.78 - ETA: 0s - loss: 0.443 Epoch 62/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4540 - accuracy: 0.7814 Epoch 63/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4536 - accuracy: 0.7820 Epoch 64/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4534 - accuracy: 0.7808 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4535 - accuracy: 0.7834 Epoch 66/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4534 - accuracy: 0.7793 Epoch 67/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7829 Epoch 68/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4528 - accuracy: 0.7827 Epoch 69/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4524 - accuracy: 0.7848 Epoch 70/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4526 - accuracy: 0.7805 Epoch 71/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4522 - accuracy: 0.7816 Epoch 72/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4518 - accuracy: 0.7822 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7851 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7826 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7838 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7841 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7850 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7871: 0s - loss: 0.4478 - accuracy: Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7865 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7861 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7839 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7852 Epoch 83/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7882 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4454 - accuracy: 0.7882 Epoch 85/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4451 - accuracy: 0.7889 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4446 - accuracy: 0.7893 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4442 - accuracy: 0.7895 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4438 - accuracy: 0.7896 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4435 - accuracy: 0.7909 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4435 - accuracy: 0.7907 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7887 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4432 - accuracy: 0.7890 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4425 - accuracy: 0.7902 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4425 - accuracy: 0.7901 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4429 - accuracy: 0.7893 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4431 - accuracy: 0.7891 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7903 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4426 - accuracy: 0.7922 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4430 - accuracy: 0.7903 Epoch 100/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4428 - accuracy: 0.7898 Epoch 1/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6899 - accuracy: 0.5549 Epoch 2/100 359/359 [==============================] - 0s 912us/step - loss: 0.6874 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 928us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6870 - accuracy: Epoch 5/100 359/359 [==============================] - 0s 956us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 972us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 993us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 975us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 948us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 951us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 991us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 996us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 973us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 976us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6870 - accuracy: 0.55 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 947us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 974us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 997us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 982us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 997us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 962us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 942us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 939us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 920us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 939us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 909us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 33/100 359/359 [==============================] - 0s 990us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 965us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6865 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6864 - accuracy: 0.5556: 0s - loss: 0.6865 - accuracy: 0.55 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6862 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6860 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6856 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 813us/step - loss: 0.6850 - accuracy: 0.5556 Epoch 41/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6843 - accuracy: 0.5556 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6829 - accuracy: 0.5556 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6807 - accuracy: 0.5556 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6767 - accuracy: 0.5556: 0s - loss: 0.6797 Epoch 45/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6694 - accuracy: 0.5556 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6556 - accuracy: 0.5949 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6310 - accuracy: 0.7093 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5981 - accuracy: 0.7199 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5711 - accuracy: 0.7264 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5542 - accuracy: 0.7353 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5403 - accuracy: 0.7415 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5255 - accuracy: 0.7509 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5107 - accuracy: 0.7554 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4973 - accuracy: 0.7617 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4872 - accuracy: 0.7624 Epoch 56/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4804 - accuracy: 0.7660 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4756 - accuracy: 0.7677 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4718 - accuracy: 0.7678 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4689 - accuracy: 0.7678 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4666 - accuracy: 0.7690 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4647 - accuracy: 0.7699 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4633 - accuracy: 0.7715 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4616 - accuracy: 0.7694 Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4602 - accuracy: 0.7753 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4597 - accuracy: 0.7734 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4585 - accuracy: 0.7753 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7746 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7749: 0s - loss: 0.4554 - accuracy Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7799 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7794 Epoch 71/100 359/359 [==============================] - 0s 980us/step - loss: 0.4535 - accuracy: 0.7826 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7819 Epoch 73/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4519 - accuracy: 0.7804 Epoch 74/100 359/359 [==============================] - 0s 941us/step - loss: 0.4509 - accuracy: 0.7831 Epoch 75/100 359/359 [==============================] - 0s 963us/step - loss: 0.4504 - accuracy: 0.7830 Epoch 76/100 359/359 [==============================] - 0s 999us/step - loss: 0.4497 - accuracy: 0.7843 Epoch 77/100 359/359 [==============================] - 0s 977us/step - loss: 0.4490 - accuracy: 0.7839 Epoch 78/100 359/359 [==============================] - 0s 991us/step - loss: 0.4482 - accuracy: 0.7849 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7844 Epoch 80/100 359/359 [==============================] - 0s 997us/step - loss: 0.4482 - accuracy: 0.7853 Epoch 81/100 359/359 [==============================] - 0s 996us/step - loss: 0.4474 - accuracy: 0.7845 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7871 Epoch 83/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7873 Epoch 84/100 359/359 [==============================] - 0s 971us/step - loss: 0.4454 - accuracy: 0.7888 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4450 - accuracy: 0.7885 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4450 - accuracy: 0.7877 Epoch 87/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4444 - accuracy: 0.7872 Epoch 88/100 359/359 [==============================] - 0s 927us/step - loss: 0.4441 - accuracy: 0.7883 Epoch 89/100 359/359 [==============================] - 0s 991us/step - loss: 0.4435 - accuracy: 0.7870 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4439 - accuracy: 0.7887 Epoch 91/100 359/359 [==============================] - 0s 954us/step - loss: 0.4423 - accuracy: 0.7894 Epoch 92/100 359/359 [==============================] - 0s 980us/step - loss: 0.4427 - accuracy: 0.7901 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4424 - accuracy: 0.7889 Epoch 94/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7897 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4419 - accuracy: 0.7900 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4419 - accuracy: 0.7901 Epoch 97/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4419 - accuracy: 0.7908 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4417 - accuracy: 0.7879 Epoch 99/100 359/359 [==============================] - 0s 992us/step - loss: 0.4415 - accuracy: 0.7907 Epoch 100/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4415 - accuracy: 0.7910 Epoch 1/100 359/359 [==============================] - 0s 958us/step - loss: 0.6899 - accuracy: 0.5550 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6875 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6875 - accuracy: Epoch 7/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 989us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 990us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 943us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 987us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6867 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 982us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6865 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6863 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6861 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 1000us/step - loss: 0.6858 - accuracy: 0.5556 Epoch 33/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6853 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6845 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6830 - accuracy: 0.5556: 0s - loss: 0.6832 - accuracy: 0. Epoch 36/100 359/359 [==============================] - 0s 972us/step - loss: 0.6803 - accuracy: 0.5556 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6750 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6638 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6435 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 976us/step - loss: 0.6196 - accuracy: 0.6867 Epoch 41/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6026 - accuracy: 0.7096 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5928 - accuracy: 0.7099 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5872 - accuracy: 0.7104 Epoch 44/100 359/359 [==============================] - 0s 965us/step - loss: 0.5835 - accuracy: 0.7076 Epoch 45/100 359/359 [==============================] - 0s 951us/step - loss: 0.5809 - accuracy: 0.7078 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5785 - accuracy: 0.7091 Epoch 47/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5760 - accuracy: 0.7117 Epoch 48/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5729 - accuracy: 0.7154 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5692 - accuracy: 0.7173 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5647 - accuracy: 0.7223 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5588 - accuracy: 0.7274 Epoch 52/100 359/359 [==============================] - 0s 993us/step - loss: 0.5513 - accuracy: 0.7338 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5420 - accuracy: 0.7430 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5312 - accuracy: 0.7529 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5197 - accuracy: 0.7576 Epoch 56/100 359/359 [==============================] - 0s 975us/step - loss: 0.5090 - accuracy: 0.7629 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5000 - accuracy: 0.7655 Epoch 58/100 359/359 [==============================] - 0s 970us/step - loss: 0.4932 - accuracy: 0.7684 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4883 - accuracy: 0.7672 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4842 - accuracy: 0.7685 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4812 - accuracy: 0.7678 Epoch 62/100 359/359 [==============================] - 0s 995us/step - loss: 0.4787 - accuracy: 0.7688 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4766 - accuracy: 0.7686 Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4747 - accuracy: 0.7703 Epoch 65/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4729 - accuracy: 0.7719 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4716 - accuracy: 0.7714 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4704 - accuracy: 0.7722 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4692 - accuracy: 0.7725 Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4681 - accuracy: 0.7711 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4668 - accuracy: 0.7723 Epoch 71/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4659 - accuracy: 0.7727 Epoch 72/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4654 - accuracy: 0.7719 Epoch 73/100 359/359 [==============================] - 0s 936us/step - loss: 0.4645 - accuracy: 0.7736 Epoch 74/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4638 - accuracy: 0.7721 Epoch 75/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4632 - accuracy: 0.7725 Epoch 76/100 359/359 [==============================] - 0s 996us/step - loss: 0.4625 - accuracy: 0.7734 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4620 - accuracy: 0.7729 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4618 - accuracy: 0.7737 Epoch 79/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4611 - accuracy: 0.7740 Epoch 80/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4605 - accuracy: 0.7759 Epoch 81/100 359/359 [==============================] - 0s 979us/step - loss: 0.4605 - accuracy: 0.7732 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4599 - accuracy: 0.7739 Epoch 83/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4599 - accuracy: 0.7745 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4595 - accuracy: 0.7743 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4593 - accuracy: 0.7743 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4585 - accuracy: 0.7759 Epoch 87/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4587 - accuracy: 0.7759 Epoch 88/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4587 - accuracy: 0.7754 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4583 - accuracy: 0.7742 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4582 - accuracy: 0.7773 Epoch 91/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7745: 0s - loss: 0.4589 - accuracy: 0.77 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4577 - accuracy: 0.7766 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7783 Epoch 94/100 359/359 [==============================] - 0s 966us/step - loss: 0.4571 - accuracy: 0.7775 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7762 Epoch 96/100 359/359 [==============================] - 0s 967us/step - loss: 0.4570 - accuracy: 0.7769 Epoch 97/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4563 - accuracy: 0.7778 Epoch 98/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7785 Epoch 99/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7780: 0s - loss: 0.4584 - ac Epoch 100/100 359/359 [==============================] - 0s 877us/step - loss: 0.4557 - accuracy: 0.7807 Epoch 1/100 359/359 [==============================] - 0s 872us/step - loss: 0.6898 - accuracy: 0.5554 Epoch 2/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6874 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 907us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 860us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 904us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 1s 3ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 850us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 815us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 863us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 862us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 863us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 824us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 844us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6875 - accuracy: 0. Epoch 20/100 359/359 [==============================] - 0s 972us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 825us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 804us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 833us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 861us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 829us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 832us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 827us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 851us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 823us/step - loss: 0.6869 - accuracy: 0.55560s - loss: 0.6871 - accuracy: 0.55 Epoch 33/100 359/359 [==============================] - 0s 805us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 820us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 814us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 819us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 37/100 359/359 [==============================] - 0s 812us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 0s 835us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 847us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 808us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 41/100 359/359 [==============================] - 0s 847us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 42/100 359/359 [==============================] - 0s 817us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 43/100 359/359 [==============================] - 0s 797us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 44/100 359/359 [==============================] - 0s 810us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 45/100 359/359 [==============================] - 0s 812us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 46/100 359/359 [==============================] - 0s 824us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 47/100 359/359 [==============================] - 0s 824us/step - loss: 0.6857 - accuracy: 0.5556 Epoch 48/100 359/359 [==============================] - 0s 826us/step - loss: 0.6852 - accuracy: 0.5556 Epoch 49/100 359/359 [==============================] - 0s 811us/step - loss: 0.6844 - accuracy: 0.5556 Epoch 50/100 359/359 [==============================] - 0s 802us/step - loss: 0.6828 - accuracy: 0.5556 Epoch 51/100 359/359 [==============================] - 0s 840us/step - loss: 0.6798 - accuracy: 0.5556 Epoch 52/100 359/359 [==============================] - 0s 836us/step - loss: 0.6737 - accuracy: 0.5556 Epoch 53/100 359/359 [==============================] - 0s 805us/step - loss: 0.6609 - accuracy: 0.5556 Epoch 54/100 359/359 [==============================] - 0s 813us/step - loss: 0.6388 - accuracy: 0.5556 Epoch 55/100 359/359 [==============================] - 0s 815us/step - loss: 0.6150 - accuracy: 0.7036 Epoch 56/100 359/359 [==============================] - 0s 884us/step - loss: 0.5977 - accuracy: 0.7273 Epoch 57/100 359/359 [==============================] - 0s 907us/step - loss: 0.5850 - accuracy: 0.7344 Epoch 58/100 359/359 [==============================] - 0s 877us/step - loss: 0.5740 - accuracy: 0.7402 Epoch 59/100 359/359 [==============================] - 0s 852us/step - loss: 0.5630 - accuracy: 0.7451 Epoch 60/100 359/359 [==============================] - 0s 806us/step - loss: 0.5513 - accuracy: 0.7498 Epoch 61/100 359/359 [==============================] - 0s 851us/step - loss: 0.5393 - accuracy: 0.7546 Epoch 62/100 359/359 [==============================] - 0s 817us/step - loss: 0.5284 - accuracy: 0.7534 Epoch 63/100 359/359 [==============================] - 0s 808us/step - loss: 0.5196 - accuracy: 0.7559 Epoch 64/100 359/359 [==============================] - 0s 811us/step - loss: 0.5122 - accuracy: 0.7589 Epoch 65/100 359/359 [==============================] - 0s 827us/step - loss: 0.5058 - accuracy: 0.7603 Epoch 66/100 359/359 [==============================] - 0s 814us/step - loss: 0.5005 - accuracy: 0.7626 Epoch 67/100 359/359 [==============================] - 0s 815us/step - loss: 0.4956 - accuracy: 0.7642 Epoch 68/100 359/359 [==============================] - 0s 817us/step - loss: 0.4911 - accuracy: 0.7664 Epoch 69/100 359/359 [==============================] - 0s 809us/step - loss: 0.4873 - accuracy: 0.7687 Epoch 70/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4837 - accuracy: 0.7701 Epoch 71/100 359/359 [==============================] - 0s 920us/step - loss: 0.4805 - accuracy: 0.7714 Epoch 72/100 359/359 [==============================] - 0s 870us/step - loss: 0.4780 - accuracy: 0.7707 Epoch 73/100 359/359 [==============================] - 0s 840us/step - loss: 0.4760 - accuracy: 0.7712 Epoch 74/100 359/359 [==============================] - 0s 886us/step - loss: 0.4743 - accuracy: 0.7715 Epoch 75/100 359/359 [==============================] - 0s 864us/step - loss: 0.4731 - accuracy: 0.7712 Epoch 76/100 359/359 [==============================] - 0s 873us/step - loss: 0.4720 - accuracy: 0.7717 Epoch 77/100 359/359 [==============================] - 0s 841us/step - loss: 0.4711 - accuracy: 0.7700 Epoch 78/100 359/359 [==============================] - 0s 906us/step - loss: 0.4704 - accuracy: 0.7717 Epoch 79/100 359/359 [==============================] - 0s 853us/step - loss: 0.4693 - accuracy: 0.7713 Epoch 80/100 359/359 [==============================] - 0s 873us/step - loss: 0.4689 - accuracy: 0.7719 Epoch 81/100 359/359 [==============================] - 0s 941us/step - loss: 0.4686 - accuracy: 0.7704 Epoch 82/100 359/359 [==============================] - 0s 867us/step - loss: 0.4677 - accuracy: 0.7710 Epoch 83/100 359/359 [==============================] - 0s 867us/step - loss: 0.4672 - accuracy: 0.7712 Epoch 84/100 359/359 [==============================] - 0s 875us/step - loss: 0.4667 - accuracy: 0.7711 Epoch 85/100 359/359 [==============================] - 0s 806us/step - loss: 0.4659 - accuracy: 0.7706 Epoch 86/100 359/359 [==============================] - 0s 829us/step - loss: 0.4659 - accuracy: 0.7688 Epoch 87/100 359/359 [==============================] - 0s 819us/step - loss: 0.4650 - accuracy: 0.7704 Epoch 88/100 359/359 [==============================] - 0s 814us/step - loss: 0.4647 - accuracy: 0.7710 Epoch 89/100 359/359 [==============================] - 0s 817us/step - loss: 0.4641 - accuracy: 0.7704 Epoch 90/100 359/359 [==============================] - 0s 825us/step - loss: 0.4633 - accuracy: 0.7705 Epoch 91/100 359/359 [==============================] - 0s 863us/step - loss: 0.4627 - accuracy: 0.7727 Epoch 92/100 359/359 [==============================] - 0s 797us/step - loss: 0.4622 - accuracy: 0.7704 Epoch 93/100 359/359 [==============================] - 0s 822us/step - loss: 0.4612 - accuracy: 0.7720 Epoch 94/100 359/359 [==============================] - 0s 813us/step - loss: 0.4610 - accuracy: 0.7707 Epoch 95/100 359/359 [==============================] - 0s 819us/step - loss: 0.4604 - accuracy: 0.7736 Epoch 96/100 359/359 [==============================] - 0s 818us/step - loss: 0.4600 - accuracy: 0.7744 Epoch 97/100 359/359 [==============================] - 0s 810us/step - loss: 0.4599 - accuracy: 0.7746 Epoch 98/100 359/359 [==============================] - 0s 814us/step - loss: 0.4594 - accuracy: 0.7757 Epoch 99/100 359/359 [==============================] - 0s 811us/step - loss: 0.4585 - accuracy: 0.7743 Epoch 100/100 359/359 [==============================] - 0s 837us/step - loss: 0.4585 - accuracy: 0.7739 Epoch 1/100 359/359 [==============================] - 0s 859us/step - loss: 0.6899 - accuracy: 0.5552 Epoch 2/100 359/359 [==============================] - 0s 862us/step - loss: 0.6874 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 886us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 833us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 891us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6869 - accuracy: Epoch 6/100 359/359 [==============================] - 0s 854us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 836us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 957us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 856us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 807us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 810us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 805us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 795us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 812us/step - loss: 0.6870 - accuracy: 0.55560s - loss: 0.6878 - accuracy: 0. Epoch 17/100 359/359 [==============================] - 0s 790us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 821us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 787us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 817us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 809us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 790us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 822us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 802us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 809us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 810us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 818us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 807us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 800us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 828us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 33/100 359/359 [==============================] - 0s 814us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 799us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 833us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 820us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 37/100 359/359 [==============================] - 0s 812us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 0s 800us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 818us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 807us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 41/100 359/359 [==============================] - 0s 800us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 42/100 359/359 [==============================] - 0s 851us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 43/100 359/359 [==============================] - 0s 828us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 44/100 359/359 [==============================] - 0s 812us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 45/100 359/359 [==============================] - 0s 822us/step - loss: 0.6855 - accuracy: 0.5556 Epoch 46/100 359/359 [==============================] - 0s 829us/step - loss: 0.6850 - accuracy: 0.5556 Epoch 47/100 359/359 [==============================] - 0s 811us/step - loss: 0.6842 - accuracy: 0.5556 Epoch 48/100 359/359 [==============================] - 0s 810us/step - loss: 0.6830 - accuracy: 0.5556 Epoch 49/100 359/359 [==============================] - 0s 810us/step - loss: 0.6809 - accuracy: 0.5556 Epoch 50/100 359/359 [==============================] - 0s 817us/step - loss: 0.6773 - accuracy: 0.5556 Epoch 51/100 359/359 [==============================] - 0s 798us/step - loss: 0.6706 - accuracy: 0.5556 Epoch 52/100 359/359 [==============================] - 0s 828us/step - loss: 0.6578 - accuracy: 0.5837 Epoch 53/100 359/359 [==============================] - 0s 812us/step - loss: 0.6345 - accuracy: 0.6835 Epoch 54/100 359/359 [==============================] - 0s 801us/step - loss: 0.6016 - accuracy: 0.7164 Epoch 55/100 359/359 [==============================] - 0s 810us/step - loss: 0.5748 - accuracy: 0.7212 Epoch 56/100 359/359 [==============================] - 0s 831us/step - loss: 0.5631 - accuracy: 0.7226 Epoch 57/100 359/359 [==============================] - 0s 807us/step - loss: 0.5589 - accuracy: 0.7245 Epoch 58/100 359/359 [==============================] - 0s 803us/step - loss: 0.5561 - accuracy: 0.7264 Epoch 59/100 359/359 [==============================] - 0s 819us/step - loss: 0.5535 - accuracy: 0.7256 Epoch 60/100 359/359 [==============================] - 0s 805us/step - loss: 0.5513 - accuracy: 0.7236 Epoch 61/100 359/359 [==============================] - 0s 805us/step - loss: 0.5493 - accuracy: 0.7264 Epoch 62/100 359/359 [==============================] - 0s 823us/step - loss: 0.5477 - accuracy: 0.7246 Epoch 63/100 359/359 [==============================] - 0s 806us/step - loss: 0.5462 - accuracy: 0.7264 Epoch 64/100 359/359 [==============================] - 0s 808us/step - loss: 0.5447 - accuracy: 0.7269 Epoch 65/100 359/359 [==============================] - 0s 804us/step - loss: 0.5434 - accuracy: 0.7262 Epoch 66/100 359/359 [==============================] - 0s 818us/step - loss: 0.5419 - accuracy: 0.7300 Epoch 67/100 359/359 [==============================] - 0s 876us/step - loss: 0.5405 - accuracy: 0.7313 Epoch 68/100 359/359 [==============================] - 0s 815us/step - loss: 0.5392 - accuracy: 0.7285 Epoch 69/100 359/359 [==============================] - 0s 874us/step - loss: 0.5381 - accuracy: 0.7295 Epoch 70/100 359/359 [==============================] - 0s 878us/step - loss: 0.5369 - accuracy: 0.7298 Epoch 71/100 359/359 [==============================] - 0s 826us/step - loss: 0.5362 - accuracy: 0.7281 Epoch 72/100 359/359 [==============================] - 0s 830us/step - loss: 0.5353 - accuracy: 0.7317 Epoch 73/100 359/359 [==============================] - 0s 810us/step - loss: 0.5345 - accuracy: 0.7298 Epoch 74/100 359/359 [==============================] - 0s 809us/step - loss: 0.5335 - accuracy: 0.7315 Epoch 75/100 359/359 [==============================] - 0s 832us/step - loss: 0.5327 - accuracy: 0.7326 Epoch 76/100 359/359 [==============================] - 0s 862us/step - loss: 0.5317 - accuracy: 0.7306 Epoch 77/100 359/359 [==============================] - 0s 811us/step - loss: 0.5307 - accuracy: 0.7328 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5298 - accuracy: 0.7346 Epoch 79/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5283 - accuracy: 0.7332 Epoch 80/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5272 - accuracy: 0.7323: 0s - loss: 0.5303 - Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5259 - accuracy: 0.7350 Epoch 82/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5245 - accuracy: 0.7366 Epoch 83/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5233 - accuracy: 0.7414 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5222 - accuracy: 0.7423 Epoch 85/100 359/359 [==============================] - 0s 951us/step - loss: 0.5206 - accuracy: 0.7474 Epoch 86/100 359/359 [==============================] - 0s 992us/step - loss: 0.5189 - accuracy: 0.7491 Epoch 87/100 359/359 [==============================] - 0s 932us/step - loss: 0.5178 - accuracy: 0.7491 Epoch 88/100 359/359 [==============================] - 0s 932us/step - loss: 0.5164 - accuracy: 0.7495 Epoch 89/100 359/359 [==============================] - 0s 868us/step - loss: 0.5152 - accuracy: 0.7532 Epoch 90/100 359/359 [==============================] - 0s 893us/step - loss: 0.5139 - accuracy: 0.7521 Epoch 91/100 359/359 [==============================] - 0s 913us/step - loss: 0.5126 - accuracy: 0.7512 Epoch 92/100 359/359 [==============================] - 0s 813us/step - loss: 0.5117 - accuracy: 0.7534 Epoch 93/100 359/359 [==============================] - 0s 870us/step - loss: 0.5110 - accuracy: 0.7508 Epoch 94/100 359/359 [==============================] - 0s 868us/step - loss: 0.5100 - accuracy: 0.7556 Epoch 95/100 359/359 [==============================] - 0s 831us/step - loss: 0.5093 - accuracy: 0.7542 Epoch 96/100 359/359 [==============================] - 0s 882us/step - loss: 0.5084 - accuracy: 0.7549 Epoch 97/100 359/359 [==============================] - 0s 968us/step - loss: 0.5075 - accuracy: 0.7545 Epoch 98/100 359/359 [==============================] - 0s 893us/step - loss: 0.5072 - accuracy: 0.7555 Epoch 99/100 359/359 [==============================] - 0s 891us/step - loss: 0.5063 - accuracy: 0.7577 Epoch 100/100 359/359 [==============================] - 0s 868us/step - loss: 0.5063 - accuracy: 0.7557 Epoch 1/100 359/359 [==============================] - 0s 838us/step - loss: 0.6899 - accuracy: 0.5553 Epoch 2/100 359/359 [==============================] - 0s 868us/step - loss: 0.6875 - accuracy: 0.55560s - loss: 0.6885 - accura Epoch 3/100 359/359 [==============================] - 0s 864us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 855us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 970us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 803us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 793us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 866us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 927us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 872us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 838us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 823us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 827us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 797us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 809us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 808us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 793us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 800us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 977us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 827us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 820us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 793us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 793us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 818us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 824us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 792us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 795us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 906us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 798us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 33/100 359/359 [==============================] - 0s 813us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 837us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 845us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 803us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 37/100 359/359 [==============================] - 0s 882us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 0s 814us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 804us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 822us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 41/100 359/359 [==============================] - 0s 802us/step - loss: 0.6855 - accuracy: 0.5556 Epoch 42/100 359/359 [==============================] - 0s 797us/step - loss: 0.6850 - accuracy: 0.5556 Epoch 43/100 359/359 [==============================] - 0s 807us/step - loss: 0.6843 - accuracy: 0.5556 Epoch 44/100 359/359 [==============================] - 0s 830us/step - loss: 0.6831 - accuracy: 0.5556 Epoch 45/100 359/359 [==============================] - 0s 812us/step - loss: 0.6813 - accuracy: 0.5556 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6781 - accuracy: 0.5556 Epoch 47/100 359/359 [==============================] - 0s 812us/step - loss: 0.6725 - accuracy: 0.5560 Epoch 48/100 359/359 [==============================] - 0s 818us/step - loss: 0.6620 - accuracy: 0.5976 Epoch 49/100 359/359 [==============================] - 0s 837us/step - loss: 0.6430 - accuracy: 0.6829 Epoch 50/100 359/359 [==============================] - 0s 808us/step - loss: 0.6154 - accuracy: 0.7128 Epoch 51/100 359/359 [==============================] - 0s 812us/step - loss: 0.5899 - accuracy: 0.7191 Epoch 52/100 359/359 [==============================] - 0s 826us/step - loss: 0.5755 - accuracy: 0.7211 Epoch 53/100 359/359 [==============================] - 0s 819us/step - loss: 0.5694 - accuracy: 0.7215 Epoch 54/100 359/359 [==============================] - 0s 821us/step - loss: 0.5668 - accuracy: 0.7222 Epoch 55/100 359/359 [==============================] - 0s 825us/step - loss: 0.5652 - accuracy: 0.7215 Epoch 56/100 359/359 [==============================] - 0s 805us/step - loss: 0.5639 - accuracy: 0.7226 Epoch 57/100 359/359 [==============================] - 0s 822us/step - loss: 0.5625 - accuracy: 0.7217 Epoch 58/100 359/359 [==============================] - 0s 808us/step - loss: 0.5604 - accuracy: 0.7227 Epoch 59/100 359/359 [==============================] - 0s 804us/step - loss: 0.5573 - accuracy: 0.7224 Epoch 60/100 359/359 [==============================] - 0s 843us/step - loss: 0.5539 - accuracy: 0.72310s - loss: 0.5551 - accuracy: Epoch 61/100 359/359 [==============================] - 0s 834us/step - loss: 0.5502 - accuracy: 0.7226 Epoch 62/100 359/359 [==============================] - 0s 816us/step - loss: 0.5463 - accuracy: 0.7233 Epoch 63/100 359/359 [==============================] - 0s 812us/step - loss: 0.5431 - accuracy: 0.7276 Epoch 64/100 359/359 [==============================] - 0s 877us/step - loss: 0.5403 - accuracy: 0.7305 Epoch 65/100 359/359 [==============================] - 0s 816us/step - loss: 0.5379 - accuracy: 0.7328 Epoch 66/100 359/359 [==============================] - 0s 827us/step - loss: 0.5356 - accuracy: 0.7337 Epoch 67/100 359/359 [==============================] - 0s 836us/step - loss: 0.5337 - accuracy: 0.7338 Epoch 68/100 359/359 [==============================] - 0s 841us/step - loss: 0.5319 - accuracy: 0.7353 Epoch 69/100 359/359 [==============================] - 0s 800us/step - loss: 0.5302 - accuracy: 0.7350 Epoch 70/100 359/359 [==============================] - 0s 832us/step - loss: 0.5285 - accuracy: 0.7392 Epoch 71/100 359/359 [==============================] - 0s 824us/step - loss: 0.5269 - accuracy: 0.7402 Epoch 72/100 359/359 [==============================] - 0s 800us/step - loss: 0.5253 - accuracy: 0.7405 Epoch 73/100 359/359 [==============================] - 0s 805us/step - loss: 0.5238 - accuracy: 0.7409 Epoch 74/100 359/359 [==============================] - 0s 833us/step - loss: 0.5224 - accuracy: 0.7423 Epoch 75/100 359/359 [==============================] - 0s 807us/step - loss: 0.5210 - accuracy: 0.7433 Epoch 76/100 359/359 [==============================] - 0s 813us/step - loss: 0.5197 - accuracy: 0.7454 Epoch 77/100 359/359 [==============================] - 0s 824us/step - loss: 0.5185 - accuracy: 0.7447 Epoch 78/100 359/359 [==============================] - 0s 811us/step - loss: 0.5177 - accuracy: 0.7453 Epoch 79/100 359/359 [==============================] - 0s 807us/step - loss: 0.5167 - accuracy: 0.7446 Epoch 80/100 359/359 [==============================] - 0s 807us/step - loss: 0.5159 - accuracy: 0.7447 Epoch 81/100 359/359 [==============================] - 0s 819us/step - loss: 0.5154 - accuracy: 0.7466 Epoch 82/100 359/359 [==============================] - 0s 832us/step - loss: 0.5150 - accuracy: 0.7460 Epoch 83/100 359/359 [==============================] - 0s 812us/step - loss: 0.5142 - accuracy: 0.7435 Epoch 84/100 359/359 [==============================] - 0s 831us/step - loss: 0.5138 - accuracy: 0.7470 Epoch 85/100 359/359 [==============================] - 0s 815us/step - loss: 0.5134 - accuracy: 0.7456 Epoch 86/100 359/359 [==============================] - 0s 797us/step - loss: 0.5131 - accuracy: 0.7453 Epoch 87/100 359/359 [==============================] - 0s 817us/step - loss: 0.5127 - accuracy: 0.7461 Epoch 88/100 359/359 [==============================] - 0s 832us/step - loss: 0.5120 - accuracy: 0.7460 Epoch 89/100 359/359 [==============================] - 0s 808us/step - loss: 0.5121 - accuracy: 0.7447 Epoch 90/100 359/359 [==============================] - 0s 812us/step - loss: 0.5117 - accuracy: 0.7468 Epoch 91/100 359/359 [==============================] - 0s 830us/step - loss: 0.5117 - accuracy: 0.7439 Epoch 92/100 359/359 [==============================] - 0s 824us/step - loss: 0.5113 - accuracy: 0.7458 Epoch 93/100 359/359 [==============================] - 0s 810us/step - loss: 0.5110 - accuracy: 0.7475 Epoch 94/100 359/359 [==============================] - 0s 888us/step - loss: 0.5110 - accuracy: 0.7451 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5104 - accuracy: 0.7453 Epoch 96/100 359/359 [==============================] - 0s 817us/step - loss: 0.5104 - accuracy: 0.7469 Epoch 97/100 359/359 [==============================] - 0s 826us/step - loss: 0.5100 - accuracy: 0.7463 Epoch 98/100 359/359 [==============================] - 0s 809us/step - loss: 0.5097 - accuracy: 0.7468 Epoch 99/100 359/359 [==============================] - 0s 801us/step - loss: 0.5090 - accuracy: 0.7475 Epoch 100/100 359/359 [==============================] - 0s 821us/step - loss: 0.5091 - accuracy: 0.7458 Epoch 1/100 359/359 [==============================] - 0s 832us/step - loss: 0.6899 - accuracy: 0.5556 Epoch 2/100 359/359 [==============================] - 0s 883us/step - loss: 0.6875 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 854us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 848us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 862us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 863us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 831us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 865us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 844us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 814us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 828us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 826us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 822us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 816us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 799us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 824us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 811us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 819us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 811us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 819us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 808us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 804us/step - loss: 0.6869 - accuracy: 0.55560s - loss: 0.6865 - accuracy: 0.55 Epoch 25/100 359/359 [==============================] - 0s 822us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 840us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 801us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 820us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 801us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 806us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 822us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 849us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 33/100 359/359 [==============================] - 0s 814us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 799us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 835us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 815us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 37/100 359/359 [==============================] - 0s 809us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 0s 808us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 817us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 809us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 41/100 359/359 [==============================] - 0s 805us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 42/100 359/359 [==============================] - 0s 833us/step - loss: 0.6854 - accuracy: 0.5556 Epoch 43/100 359/359 [==============================] - 0s 804us/step - loss: 0.6848 - accuracy: 0.5556 Epoch 44/100 359/359 [==============================] - 0s 805us/step - loss: 0.6838 - accuracy: 0.5556 Epoch 45/100 359/359 [==============================] - 0s 864us/step - loss: 0.6820 - accuracy: 0.5556 Epoch 46/100 359/359 [==============================] - 0s 804us/step - loss: 0.6788 - accuracy: 0.5556 Epoch 47/100 359/359 [==============================] - 0s 808us/step - loss: 0.6726 - accuracy: 0.5556 Epoch 48/100 359/359 [==============================] - 0s 819us/step - loss: 0.6603 - accuracy: 0.5556 Epoch 49/100 359/359 [==============================] - 0s 839us/step - loss: 0.6388 - accuracy: 0.5556 Epoch 50/100 359/359 [==============================] - 0s 814us/step - loss: 0.6124 - accuracy: 0.6674 Epoch 51/100 359/359 [==============================] - 0s 799us/step - loss: 0.5921 - accuracy: 0.7043 Epoch 52/100 359/359 [==============================] - 0s 816us/step - loss: 0.5803 - accuracy: 0.7089 Epoch 53/100 359/359 [==============================] - 0s 814us/step - loss: 0.5739 - accuracy: 0.7129 Epoch 54/100 359/359 [==============================] - 0s 801us/step - loss: 0.5702 - accuracy: 0.7156 Epoch 55/100 359/359 [==============================] - 0s 820us/step - loss: 0.5679 - accuracy: 0.7161 Epoch 56/100 359/359 [==============================] - 0s 819us/step - loss: 0.5665 - accuracy: 0.7162 Epoch 57/100 359/359 [==============================] - 0s 811us/step - loss: 0.5654 - accuracy: 0.7161 Epoch 58/100 359/359 [==============================] - 0s 810us/step - loss: 0.5646 - accuracy: 0.7158 Epoch 59/100 359/359 [==============================] - 0s 836us/step - loss: 0.5639 - accuracy: 0.7165 Epoch 60/100 359/359 [==============================] - 0s 834us/step - loss: 0.5633 - accuracy: 0.7170 Epoch 61/100 359/359 [==============================] - 0s 802us/step - loss: 0.5629 - accuracy: 0.7165 Epoch 62/100 359/359 [==============================] - 0s 819us/step - loss: 0.5625 - accuracy: 0.7167 Epoch 63/100 359/359 [==============================] - 0s 799us/step - loss: 0.5621 - accuracy: 0.7167 Epoch 64/100 359/359 [==============================] - 0s 805us/step - loss: 0.5617 - accuracy: 0.7177 Epoch 65/100 359/359 [==============================] - 0s 815us/step - loss: 0.5612 - accuracy: 0.7165 Epoch 66/100 359/359 [==============================] - 0s 819us/step - loss: 0.5608 - accuracy: 0.7181 Epoch 67/100 359/359 [==============================] - 0s 812us/step - loss: 0.5603 - accuracy: 0.7194 Epoch 68/100 359/359 [==============================] - 0s 797us/step - loss: 0.5598 - accuracy: 0.7192 Epoch 69/100 359/359 [==============================] - 0s 857us/step - loss: 0.5591 - accuracy: 0.7211 Epoch 70/100 359/359 [==============================] - 0s 814us/step - loss: 0.5582 - accuracy: 0.7210 Epoch 71/100 359/359 [==============================] - 0s 797us/step - loss: 0.5575 - accuracy: 0.7204 Epoch 72/100 359/359 [==============================] - 0s 829us/step - loss: 0.5560 - accuracy: 0.7223 Epoch 73/100 359/359 [==============================] - 0s 793us/step - loss: 0.5544 - accuracy: 0.7239 Epoch 74/100 359/359 [==============================] - 0s 807us/step - loss: 0.5528 - accuracy: 0.7239 Epoch 75/100 359/359 [==============================] - 0s 812us/step - loss: 0.5505 - accuracy: 0.7265 Epoch 76/100 359/359 [==============================] - 0s 823us/step - loss: 0.5479 - accuracy: 0.7279 Epoch 77/100 359/359 [==============================] - 0s 813us/step - loss: 0.5445 - accuracy: 0.7305 Epoch 78/100 359/359 [==============================] - 0s 796us/step - loss: 0.5404 - accuracy: 0.7337 Epoch 79/100 359/359 [==============================] - 0s 913us/step - loss: 0.5352 - accuracy: 0.7373 Epoch 80/100 359/359 [==============================] - 0s 797us/step - loss: 0.5289 - accuracy: 0.7436 Epoch 81/100 359/359 [==============================] - 0s 834us/step - loss: 0.5214 - accuracy: 0.7488 Epoch 82/100 359/359 [==============================] - 0s 829us/step - loss: 0.5125 - accuracy: 0.7563 Epoch 83/100 359/359 [==============================] - 0s 885us/step - loss: 0.5030 - accuracy: 0.7602 Epoch 84/100 359/359 [==============================] - 0s 815us/step - loss: 0.4939 - accuracy: 0.7665 Epoch 85/100 359/359 [==============================] - 0s 800us/step - loss: 0.4861 - accuracy: 0.7693 Epoch 86/100 359/359 [==============================] - 0s 822us/step - loss: 0.4799 - accuracy: 0.7727 Epoch 87/100 359/359 [==============================] - 0s 821us/step - loss: 0.4753 - accuracy: 0.7750 Epoch 88/100 359/359 [==============================] - 0s 795us/step - loss: 0.4711 - accuracy: 0.7779 Epoch 89/100 359/359 [==============================] - 0s 832us/step - loss: 0.4675 - accuracy: 0.7778 Epoch 90/100 359/359 [==============================] - 0s 800us/step - loss: 0.4646 - accuracy: 0.7793 Epoch 91/100 359/359 [==============================] - 0s 808us/step - loss: 0.4613 - accuracy: 0.7812 Epoch 92/100 359/359 [==============================] - 0s 814us/step - loss: 0.4579 - accuracy: 0.7856 Epoch 93/100 359/359 [==============================] - 0s 824us/step - loss: 0.4556 - accuracy: 0.7861 Epoch 94/100 359/359 [==============================] - 0s 819us/step - loss: 0.4535 - accuracy: 0.7868 Epoch 95/100 359/359 [==============================] - 0s 796us/step - loss: 0.4519 - accuracy: 0.7877 Epoch 96/100 359/359 [==============================] - 0s 840us/step - loss: 0.4505 - accuracy: 0.7894 Epoch 97/100 359/359 [==============================] - 0s 811us/step - loss: 0.4490 - accuracy: 0.7896 Epoch 98/100 359/359 [==============================] - 0s 807us/step - loss: 0.4475 - accuracy: 0.7917 Epoch 99/100 359/359 [==============================] - 0s 846us/step - loss: 0.4457 - accuracy: 0.7940 Epoch 100/100 359/359 [==============================] - 0s 794us/step - loss: 0.4448 - accuracy: 0.7952 Epoch 1/100 359/359 [==============================] - 0s 863us/step - loss: 0.6899 - accuracy: 0.5555 Epoch 2/100 359/359 [==============================] - 0s 846us/step - loss: 0.6874 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 862us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 895us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 863us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 864us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 873us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 843us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 817us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 815us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 838us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 816us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 818us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 0s 804us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 0s 807us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 861us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 806us/step - loss: 0.6866 - accuracy: 0.55560s - loss: 0.6863 - accuracy: 0.55 Epoch 19/100 359/359 [==============================] - 0s 817us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 804us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 826us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 824us/step - loss: 0.6857 - accuracy: 0.55560s - loss: 0.6863 - accuracy: 0. Epoch 23/100 359/359 [==============================] - 0s 808us/step - loss: 0.6852 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 839us/step - loss: 0.6844 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 830us/step - loss: 0.6829 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 810us/step - loss: 0.6803 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 819us/step - loss: 0.6754 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 836us/step - loss: 0.6652 - accuracy: 0.5930 Epoch 29/100 359/359 [==============================] - 0s 816us/step - loss: 0.6459 - accuracy: 0.6808 Epoch 30/100 359/359 [==============================] - 0s 801us/step - loss: 0.6202 - accuracy: 0.7017 Epoch 31/100 359/359 [==============================] - 0s 834us/step - loss: 0.6009 - accuracy: 0.7042 Epoch 32/100 359/359 [==============================] - 0s 804us/step - loss: 0.5891 - accuracy: 0.7036 Epoch 33/100 359/359 [==============================] - 0s 886us/step - loss: 0.5804 - accuracy: 0.7084 Epoch 34/100 359/359 [==============================] - 0s 963us/step - loss: 0.5719 - accuracy: 0.7140 Epoch 35/100 359/359 [==============================] - 0s 885us/step - loss: 0.5625 - accuracy: 0.7193 Epoch 36/100 359/359 [==============================] - 0s 818us/step - loss: 0.5520 - accuracy: 0.7257 Epoch 37/100 359/359 [==============================] - 0s 843us/step - loss: 0.5403 - accuracy: 0.7330 Epoch 38/100 359/359 [==============================] - 0s 795us/step - loss: 0.5277 - accuracy: 0.7432 Epoch 39/100 359/359 [==============================] - 0s 814us/step - loss: 0.5158 - accuracy: 0.7487 Epoch 40/100 359/359 [==============================] - 0s 807us/step - loss: 0.5055 - accuracy: 0.7539 Epoch 41/100 359/359 [==============================] - 0s 836us/step - loss: 0.4965 - accuracy: 0.7601 Epoch 42/100 359/359 [==============================] - 0s 810us/step - loss: 0.4889 - accuracy: 0.7591 Epoch 43/100 359/359 [==============================] - 0s 811us/step - loss: 0.4824 - accuracy: 0.7642 Epoch 44/100 359/359 [==============================] - 0s 827us/step - loss: 0.4768 - accuracy: 0.7644 Epoch 45/100 359/359 [==============================] - 0s 801us/step - loss: 0.4727 - accuracy: 0.7656 Epoch 46/100 359/359 [==============================] - 0s 798us/step - loss: 0.4691 - accuracy: 0.7651 Epoch 47/100 359/359 [==============================] - 0s 807us/step - loss: 0.4664 - accuracy: 0.7666 Epoch 48/100 359/359 [==============================] - 0s 850us/step - loss: 0.4647 - accuracy: 0.7671 Epoch 49/100 359/359 [==============================] - 0s 810us/step - loss: 0.4629 - accuracy: 0.7647 Epoch 50/100 359/359 [==============================] - 0s 801us/step - loss: 0.4619 - accuracy: 0.7673 Epoch 51/100 359/359 [==============================] - 0s 828us/step - loss: 0.4607 - accuracy: 0.7673 Epoch 52/100 359/359 [==============================] - 0s 805us/step - loss: 0.4596 - accuracy: 0.7699 Epoch 53/100 359/359 [==============================] - 0s 816us/step - loss: 0.4591 - accuracy: 0.7694 Epoch 54/100 359/359 [==============================] - 0s 832us/step - loss: 0.4584 - accuracy: 0.7712 Epoch 55/100 359/359 [==============================] - 0s 794us/step - loss: 0.4578 - accuracy: 0.7712 Epoch 56/100 359/359 [==============================] - 0s 806us/step - loss: 0.4568 - accuracy: 0.7743 Epoch 57/100 359/359 [==============================] - 0s 803us/step - loss: 0.4567 - accuracy: 0.7742 Epoch 58/100 359/359 [==============================] - 0s 814us/step - loss: 0.4559 - accuracy: 0.7746 Epoch 59/100 359/359 [==============================] - 0s 891us/step - loss: 0.4561 - accuracy: 0.7752 Epoch 60/100 359/359 [==============================] - 0s 800us/step - loss: 0.4552 - accuracy: 0.7777 Epoch 61/100 359/359 [==============================] - 0s 876us/step - loss: 0.4556 - accuracy: 0.7770 Epoch 62/100 359/359 [==============================] - 0s 801us/step - loss: 0.4554 - accuracy: 0.7755 Epoch 63/100 359/359 [==============================] - 0s 813us/step - loss: 0.4552 - accuracy: 0.7768 Epoch 64/100 359/359 [==============================] - 0s 862us/step - loss: 0.4549 - accuracy: 0.7778 Epoch 65/100 359/359 [==============================] - 0s 801us/step - loss: 0.4547 - accuracy: 0.7786 Epoch 66/100 359/359 [==============================] - 0s 807us/step - loss: 0.4546 - accuracy: 0.7755 Epoch 67/100 359/359 [==============================] - 0s 805us/step - loss: 0.4547 - accuracy: 0.7771 Epoch 68/100 359/359 [==============================] - 0s 822us/step - loss: 0.4544 - accuracy: 0.7770 Epoch 69/100 359/359 [==============================] - 0s 834us/step - loss: 0.4542 - accuracy: 0.7773 Epoch 70/100 359/359 [==============================] - 0s 814us/step - loss: 0.4540 - accuracy: 0.7799 Epoch 71/100 359/359 [==============================] - 0s 845us/step - loss: 0.4540 - accuracy: 0.7780 Epoch 72/100 359/359 [==============================] - 0s 799us/step - loss: 0.4540 - accuracy: 0.7776 Epoch 73/100 359/359 [==============================] - 0s 797us/step - loss: 0.4537 - accuracy: 0.7800 Epoch 74/100 359/359 [==============================] - 0s 815us/step - loss: 0.4532 - accuracy: 0.7780 Epoch 75/100 359/359 [==============================] - 0s 797us/step - loss: 0.4534 - accuracy: 0.7795 Epoch 76/100 359/359 [==============================] - 0s 876us/step - loss: 0.4536 - accuracy: 0.7798 Epoch 77/100 359/359 [==============================] - 0s 800us/step - loss: 0.4534 - accuracy: 0.7804 Epoch 78/100 359/359 [==============================] - 0s 817us/step - loss: 0.4526 - accuracy: 0.7766 Epoch 79/100 359/359 [==============================] - 0s 826us/step - loss: 0.4530 - accuracy: 0.7797 Epoch 80/100 359/359 [==============================] - 0s 884us/step - loss: 0.4526 - accuracy: 0.7797 Epoch 81/100 359/359 [==============================] - 0s 848us/step - loss: 0.4528 - accuracy: 0.7780 Epoch 82/100 359/359 [==============================] - 0s 805us/step - loss: 0.4528 - accuracy: 0.7791 Epoch 83/100 359/359 [==============================] - 0s 805us/step - loss: 0.4526 - accuracy: 0.7806 Epoch 84/100 359/359 [==============================] - 0s 807us/step - loss: 0.4522 - accuracy: 0.7801 Epoch 85/100 359/359 [==============================] - 0s 820us/step - loss: 0.4524 - accuracy: 0.7799 Epoch 86/100 359/359 [==============================] - 0s 815us/step - loss: 0.4528 - accuracy: 0.7783 Epoch 87/100 359/359 [==============================] - 0s 806us/step - loss: 0.4518 - accuracy: 0.7787 Epoch 88/100 359/359 [==============================] - 0s 818us/step - loss: 0.4522 - accuracy: 0.7813 Epoch 89/100 359/359 [==============================] - 0s 814us/step - loss: 0.4526 - accuracy: 0.7797 Epoch 90/100 359/359 [==============================] - 0s 805us/step - loss: 0.4523 - accuracy: 0.7799 Epoch 91/100 359/359 [==============================] - 0s 844us/step - loss: 0.4521 - accuracy: 0.7815 Epoch 92/100 359/359 [==============================] - 0s 831us/step - loss: 0.4519 - accuracy: 0.7790 Epoch 93/100 359/359 [==============================] - 0s 811us/step - loss: 0.4517 - accuracy: 0.7821 Epoch 94/100 359/359 [==============================] - 0s 815us/step - loss: 0.4516 - accuracy: 0.7797 Epoch 95/100 359/359 [==============================] - 0s 829us/step - loss: 0.4523 - accuracy: 0.7785 Epoch 96/100 359/359 [==============================] - 0s 811us/step - loss: 0.4517 - accuracy: 0.7807 Epoch 97/100 359/359 [==============================] - 0s 808us/step - loss: 0.4515 - accuracy: 0.7798 Epoch 98/100 359/359 [==============================] - 0s 831us/step - loss: 0.4516 - accuracy: 0.7782 Epoch 99/100 359/359 [==============================] - 0s 806us/step - loss: 0.4515 - accuracy: 0.7800 Epoch 100/100 359/359 [==============================] - 0s 802us/step - loss: 0.4515 - accuracy: 0.7805 Epoch 1/100 359/359 [==============================] - 0s 873us/step - loss: 0.6899 - accuracy: 0.5558 Epoch 2/100 359/359 [==============================] - 0s 878us/step - loss: 0.6875 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 0s 848us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 842us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 852us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 850us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 897us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 948us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556: 0s - loss: 0.6868 - accuracy: 0.55 Epoch 15/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556: 0s - loss: 0.6879 - accura Epoch 22/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556: 0s - loss: 0.6873 - accuracy Epoch 23/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6867 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6867 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6866 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6864 - accuracy: 0.5556: 0s - loss: 0.6881 - accuracy: 0. Epoch 33/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6863 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 995us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 955us/step - loss: 0.6859 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6855 - accuracy: 0.5556 Epoch 37/100 359/359 [==============================] - 0s 979us/step - loss: 0.6849 - accuracy: 0.5556 Epoch 38/100 359/359 [==============================] - 0s 994us/step - loss: 0.6841 - accuracy: 0.5556 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6828 - accuracy: 0.5556 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6808 - accuracy: 0.5556 Epoch 41/100 359/359 [==============================] - 0s 977us/step - loss: 0.6776 - accuracy: 0.5556 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6723 - accuracy: 0.5556 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6634 - accuracy: 0.5554 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6483 - accuracy: 0.6177 Epoch 45/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6250 - accuracy: 0.6932 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5973 - accuracy: 0.7047 Epoch 47/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5771 - accuracy: 0.7092 Epoch 48/100 359/359 [==============================] - 1s 1ms/step - loss: 0.5678 - accuracy: 0.7104 Epoch 49/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5632 - accuracy: 0.7134: 0s - loss: 0.5683 - ac Epoch 50/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5589 - accuracy: 0.7176 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5540 - accuracy: 0.7192 Epoch 52/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5480 - accuracy: 0.7226 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5401 - accuracy: 0.7279 Epoch 54/100 359/359 [==============================] - 0s 899us/step - loss: 0.5298 - accuracy: 0.7357 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5171 - accuracy: 0.7423 Epoch 56/100 359/359 [==============================] - 0s 883us/step - loss: 0.5039 - accuracy: 0.7524 Epoch 57/100 359/359 [==============================] - 0s 819us/step - loss: 0.4917 - accuracy: 0.7597 Epoch 58/100 359/359 [==============================] - 0s 907us/step - loss: 0.4826 - accuracy: 0.7644 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4753 - accuracy: 0.7682 Epoch 60/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4705 - accuracy: 0.7712 Epoch 61/100 359/359 [==============================] - 0s 908us/step - loss: 0.4664 - accuracy: 0.7745 Epoch 62/100 359/359 [==============================] - 0s 898us/step - loss: 0.4635 - accuracy: 0.7755 Epoch 63/100 359/359 [==============================] - 0s 823us/step - loss: 0.4606 - accuracy: 0.7781 Epoch 64/100 359/359 [==============================] - 0s 805us/step - loss: 0.4582 - accuracy: 0.7785 Epoch 65/100 359/359 [==============================] - 0s 849us/step - loss: 0.4562 - accuracy: 0.7783 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7826 Epoch 67/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4539 - accuracy: 0.7826 Epoch 68/100 359/359 [==============================] - 0s 827us/step - loss: 0.4526 - accuracy: 0.7821 Epoch 69/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7833: 0s - loss: 0.4487 - accura Epoch 70/100 359/359 [==============================] - 0s 820us/step - loss: 0.4517 - accuracy: 0.7809 Epoch 71/100 359/359 [==============================] - 0s 833us/step - loss: 0.4511 - accuracy: 0.7841 Epoch 72/100 359/359 [==============================] - 0s 823us/step - loss: 0.4504 - accuracy: 0.7843 Epoch 73/100 359/359 [==============================] - 0s 899us/step - loss: 0.4497 - accuracy: 0.7853 Epoch 74/100 359/359 [==============================] - 0s 937us/step - loss: 0.4493 - accuracy: 0.7828 Epoch 75/100 359/359 [==============================] - 0s 915us/step - loss: 0.4485 - accuracy: 0.7858 Epoch 76/100 359/359 [==============================] - 0s 824us/step - loss: 0.4476 - accuracy: 0.7854 Epoch 77/100 359/359 [==============================] - 0s 832us/step - loss: 0.4476 - accuracy: 0.7854 Epoch 78/100 359/359 [==============================] - 0s 938us/step - loss: 0.4467 - accuracy: 0.7860 Epoch 79/100 359/359 [==============================] - 0s 970us/step - loss: 0.4453 - accuracy: 0.7870 Epoch 80/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4444 - accuracy: 0.7861 Epoch 81/100 359/359 [==============================] - 0s 803us/step - loss: 0.4432 - accuracy: 0.7890 Epoch 82/100 359/359 [==============================] - 0s 845us/step - loss: 0.4430 - accuracy: 0.7884 Epoch 83/100 359/359 [==============================] - 0s 856us/step - loss: 0.4428 - accuracy: 0.7881 Epoch 84/100 359/359 [==============================] - 0s 953us/step - loss: 0.4426 - accuracy: 0.7880 Epoch 85/100 359/359 [==============================] - 0s 970us/step - loss: 0.4426 - accuracy: 0.7868 Epoch 86/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7889 Epoch 87/100 359/359 [==============================] - 0s 811us/step - loss: 0.4425 - accuracy: 0.7883 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7885 Epoch 89/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4423 - accuracy: 0.7886 Epoch 90/100 359/359 [==============================] - 0s 880us/step - loss: 0.4417 - accuracy: 0.7889 Epoch 91/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4427 - accuracy: 0.7886 Epoch 92/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4420 - accuracy: 0.7875 Epoch 93/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7875 Epoch 94/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4414 - accuracy: 0.7883 Epoch 95/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4425 - accuracy: 0.7887 Epoch 96/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4420 - accuracy: 0.7874 Epoch 97/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7866 Epoch 98/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4421 - accuracy: 0.7868: 0s - loss: 0.4434 - ac Epoch 99/100 359/359 [==============================] - 1s 4ms/step - loss: 0.4420 - accuracy: 0.7880 Epoch 100/100 359/359 [==============================] - 1s 3ms/step - loss: 0.4418 - accuracy: 0.7877: 0s - loss: 0.4418 - accura Epoch 1/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6897 - accuracy: 0.5529 Epoch 2/100 359/359 [==============================] - 1s 3ms/step - loss: 0.6874 - accuracy: 0.5556 Epoch 3/100 359/359 [==============================] - 1s 3ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 955us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 881us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 829us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 806us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 816us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 853us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 926us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6867 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 0s 855us/step - loss: 0.6867 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6866 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 825us/step - loss: 0.6865 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 821us/step - loss: 0.6864 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 805us/step - loss: 0.6862 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 893us/step - loss: 0.6860 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 799us/step - loss: 0.6856 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 806us/step - loss: 0.6851 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 818us/step - loss: 0.6844 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 823us/step - loss: 0.6833 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 887us/step - loss: 0.6815 - accuracy: 0.55560s - loss: 0.6814 - accuracy: 0.55 Epoch 28/100 359/359 [==============================] - 1s 1ms/step - loss: 0.6786 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6737 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 869us/step - loss: 0.6655 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6519 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6317 - accuracy: 0.6308 Epoch 33/100 359/359 [==============================] - 0s 926us/step - loss: 0.6079 - accuracy: 0.6985 Epoch 34/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5876 - accuracy: 0.7111 Epoch 35/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5735 - accuracy: 0.7171 Epoch 36/100 359/359 [==============================] - 1s 1ms/step - loss: 0.5638 - accuracy: 0.7239 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5560 - accuracy: 0.7274 Epoch 38/100 359/359 [==============================] - 0s 919us/step - loss: 0.5488 - accuracy: 0.7319 Epoch 39/100 359/359 [==============================] - 0s 942us/step - loss: 0.5416 - accuracy: 0.7366 Epoch 40/100 359/359 [==============================] - 0s 891us/step - loss: 0.5344 - accuracy: 0.7415 Epoch 41/100 359/359 [==============================] - 0s 863us/step - loss: 0.5270 - accuracy: 0.7461 Epoch 42/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5193 - accuracy: 0.7527 Epoch 43/100 359/359 [==============================] - 0s 974us/step - loss: 0.5128 - accuracy: 0.7579 Epoch 44/100 359/359 [==============================] - 1s 1ms/step - loss: 0.5070 - accuracy: 0.7632 Epoch 45/100 359/359 [==============================] - 1s 2ms/step - loss: 0.5021 - accuracy: 0.7650 Epoch 46/100 359/359 [==============================] - 0s 839us/step - loss: 0.4975 - accuracy: 0.7647 Epoch 47/100 359/359 [==============================] - 0s 892us/step - loss: 0.4933 - accuracy: 0.7651 Epoch 48/100 359/359 [==============================] - 0s 914us/step - loss: 0.4893 - accuracy: 0.7651 Epoch 49/100 359/359 [==============================] - 0s 859us/step - loss: 0.4856 - accuracy: 0.7686 Epoch 50/100 359/359 [==============================] - 0s 848us/step - loss: 0.4817 - accuracy: 0.7678 Epoch 51/100 359/359 [==============================] - 0s 842us/step - loss: 0.4786 - accuracy: 0.7707 Epoch 52/100 359/359 [==============================] - 0s 815us/step - loss: 0.4761 - accuracy: 0.7721 Epoch 53/100 359/359 [==============================] - 0s 953us/step - loss: 0.4739 - accuracy: 0.7739 Epoch 54/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4719 - accuracy: 0.7753 Epoch 55/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4703 - accuracy: 0.7774 Epoch 56/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4684 - accuracy: 0.7773: 0s - los Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4671 - accuracy: 0.7769 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4662 - accuracy: 0.7759 Epoch 59/100 359/359 [==============================] - 0s 918us/step - loss: 0.4646 - accuracy: 0.7742 Epoch 60/100 359/359 [==============================] - 0s 834us/step - loss: 0.4636 - accuracy: 0.7796 Epoch 61/100 359/359 [==============================] - 0s 888us/step - loss: 0.4633 - accuracy: 0.7766 Epoch 62/100 359/359 [==============================] - 0s 813us/step - loss: 0.4623 - accuracy: 0.7784 Epoch 63/100 359/359 [==============================] - 0s 803us/step - loss: 0.4620 - accuracy: 0.7772 Epoch 64/100 359/359 [==============================] - 0s 896us/step - loss: 0.4613 - accuracy: 0.7763 Epoch 65/100 359/359 [==============================] - 0s 857us/step - loss: 0.4606 - accuracy: 0.7765 Epoch 66/100 359/359 [==============================] - 0s 802us/step - loss: 0.4605 - accuracy: 0.7773 Epoch 67/100 359/359 [==============================] - 0s 820us/step - loss: 0.4598 - accuracy: 0.7781 Epoch 68/100 359/359 [==============================] - 0s 807us/step - loss: 0.4601 - accuracy: 0.7781 Epoch 69/100 359/359 [==============================] - 0s 809us/step - loss: 0.4593 - accuracy: 0.7783 Epoch 70/100 359/359 [==============================] - 0s 808us/step - loss: 0.4592 - accuracy: 0.7792 Epoch 71/100 359/359 [==============================] - 0s 825us/step - loss: 0.4586 - accuracy: 0.7772 Epoch 72/100 359/359 [==============================] - 0s 805us/step - loss: 0.4586 - accuracy: 0.7797 Epoch 73/100 359/359 [==============================] - 0s 914us/step - loss: 0.4586 - accuracy: 0.7789 Epoch 74/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4584 - accuracy: 0.7785: 0s - loss: 0.4625 - accura Epoch 75/100 359/359 [==============================] - 0s 874us/step - loss: 0.4581 - accuracy: 0.7786 Epoch 76/100 359/359 [==============================] - 0s 957us/step - loss: 0.4578 - accuracy: 0.7793 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7803 Epoch 78/100 359/359 [==============================] - 1s 1ms/step - loss: 0.4576 - accuracy: 0.7800 Epoch 79/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4580 - accuracy: 0.7774 Epoch 80/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4575 - accuracy: 0.7784 Epoch 81/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7803 Epoch 82/100 359/359 [==============================] - 0s 846us/step - loss: 0.4569 - accuracy: 0.7793 Epoch 83/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4571 - accuracy: 0.7791 Epoch 84/100 359/359 [==============================] - 0s 828us/step - loss: 0.4569 - accuracy: 0.7812 Epoch 85/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7801 Epoch 86/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4567 - accuracy: 0.7799 Epoch 87/100 359/359 [==============================] - 1s 2ms/step - loss: 0.4560 - accuracy: 0.7810 Epoch 88/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7814 Epoch 89/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7820 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7789 Epoch 91/100 359/359 [==============================] - 0s 828us/step - loss: 0.4557 - accuracy: 0.7805 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7782 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7793 Epoch 94/100 359/359 [==============================] - 0s 889us/step - loss: 0.4557 - accuracy: 0.7801 Epoch 95/100 359/359 [==============================] - 0s 828us/step - loss: 0.4553 - accuracy: 0.7805 Epoch 96/100 359/359 [==============================] - 0s 815us/step - loss: 0.4552 - accuracy: 0.7765 Epoch 97/100 359/359 [==============================] - 0s 813us/step - loss: 0.4547 - accuracy: 0.7797 Epoch 98/100 359/359 [==============================] - 0s 825us/step - loss: 0.4555 - accuracy: 0.7794 Epoch 99/100 359/359 [==============================] - 0s 814us/step - loss: 0.4546 - accuracy: 0.7817 Epoch 100/100 359/359 [==============================] - 0s 817us/step - loss: 0.4549 - accuracy: 0.7804 Epoch 1/100 359/359 [==============================] - 0s 841us/step - loss: 0.6899 - accuracy: 0.5556 Epoch 2/100 359/359 [==============================] - 0s 838us/step - loss: 0.6875 - accuracy: 0.55560s - loss: 0.6877 - accuracy: 0.55 Epoch 3/100 359/359 [==============================] - 0s 910us/step - loss: 0.6871 - accuracy: 0.5556 Epoch 4/100 359/359 [==============================] - 0s 837us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 5/100 359/359 [==============================] - 0s 873us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 6/100 359/359 [==============================] - 0s 868us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 7/100 359/359 [==============================] - 0s 843us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 8/100 359/359 [==============================] - 0s 841us/step - loss: 0.6870 - accuracy: 0.5556 Epoch 9/100 359/359 [==============================] - 0s 864us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 10/100 359/359 [==============================] - 0s 847us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 11/100 359/359 [==============================] - 0s 831us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 12/100 359/359 [==============================] - 0s 865us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 13/100 359/359 [==============================] - 0s 860us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 14/100 359/359 [==============================] - 0s 895us/step - loss: 0.6869 - accuracy: 0.5556 Epoch 15/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 16/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6869 - accuracy: 0.5556 Epoch 17/100 359/359 [==============================] - 1s 2ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 18/100 359/359 [==============================] - 0s 971us/step - loss: 0.6868 - accuracy: 0.5556 Epoch 19/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 20/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6868 - accuracy: 0.5556 Epoch 21/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6867 - accuracy: 0.5556 Epoch 22/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6866 - accuracy: 0.5556 Epoch 23/100 359/359 [==============================] - 0s 948us/step - loss: 0.6866 - accuracy: 0.5556 Epoch 24/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6864 - accuracy: 0.5556 Epoch 25/100 359/359 [==============================] - 0s 987us/step - loss: 0.6863 - accuracy: 0.5556 Epoch 26/100 359/359 [==============================] - 0s 993us/step - loss: 0.6861 - accuracy: 0.5556 Epoch 27/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6858 - accuracy: 0.5556 Epoch 28/100 359/359 [==============================] - 0s 968us/step - loss: 0.6854 - accuracy: 0.5556 Epoch 29/100 359/359 [==============================] - 0s 954us/step - loss: 0.6848 - accuracy: 0.5556 Epoch 30/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6837 - accuracy: 0.5556 Epoch 31/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6819 - accuracy: 0.5556 Epoch 32/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6786 - accuracy: 0.5556 Epoch 33/100 359/359 [==============================] - 0s 1000us/step - loss: 0.6723 - accuracy: 0.5556 Epoch 34/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6598 - accuracy: 0.5556 Epoch 35/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6384 - accuracy: 0.5556 Epoch 36/100 359/359 [==============================] - 0s 1ms/step - loss: 0.6126 - accuracy: 0.6603 Epoch 37/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5925 - accuracy: 0.7030 Epoch 38/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5807 - accuracy: 0.7095 Epoch 39/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5740 - accuracy: 0.7133 Epoch 40/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5699 - accuracy: 0.7160 Epoch 41/100 359/359 [==============================] - 0s 930us/step - loss: 0.5670 - accuracy: 0.7163 Epoch 42/100 359/359 [==============================] - 0s 995us/step - loss: 0.5645 - accuracy: 0.7179 Epoch 43/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5622 - accuracy: 0.7187 Epoch 44/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5598 - accuracy: 0.7195 Epoch 45/100 359/359 [==============================] - 0s 958us/step - loss: 0.5572 - accuracy: 0.7198 Epoch 46/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5545 - accuracy: 0.7225 Epoch 47/100 359/359 [==============================] - 0s 967us/step - loss: 0.5513 - accuracy: 0.7238 Epoch 48/100 359/359 [==============================] - 0s 974us/step - loss: 0.5474 - accuracy: 0.7275 Epoch 49/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5436 - accuracy: 0.7299 Epoch 50/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5390 - accuracy: 0.7337 Epoch 51/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5339 - accuracy: 0.7374 Epoch 52/100 359/359 [==============================] - 0s 953us/step - loss: 0.5288 - accuracy: 0.7423 Epoch 53/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5226 - accuracy: 0.7475 Epoch 54/100 359/359 [==============================] - 0s 997us/step - loss: 0.5170 - accuracy: 0.7515 Epoch 55/100 359/359 [==============================] - 0s 1ms/step - loss: 0.5106 - accuracy: 0.7575 Epoch 56/100 359/359 [==============================] - 0s 955us/step - loss: 0.5046 - accuracy: 0.7624 Epoch 57/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4994 - accuracy: 0.7621 Epoch 58/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4953 - accuracy: 0.7651 Epoch 59/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4917 - accuracy: 0.7667 Epoch 60/100 359/359 [==============================] - 0s 965us/step - loss: 0.4890 - accuracy: 0.7666 Epoch 61/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4860 - accuracy: 0.7671 Epoch 62/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4842 - accuracy: 0.7676 Epoch 63/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4820 - accuracy: 0.7672: 0s - loss: 0.4839 - accuracy: 0. Epoch 64/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4802 - accuracy: 0.7695 Epoch 65/100 359/359 [==============================] - 0s 990us/step - loss: 0.4786 - accuracy: 0.7681 Epoch 66/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4767 - accuracy: 0.7692 Epoch 67/100 359/359 [==============================] - 0s 976us/step - loss: 0.4757 - accuracy: 0.7698 Epoch 68/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4744 - accuracy: 0.7679: 0s - loss: 0.4700 - accuracy: Epoch 69/100 359/359 [==============================] - 0s 980us/step - loss: 0.4733 - accuracy: 0.7718 Epoch 70/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4724 - accuracy: 0.7710 Epoch 71/100 359/359 [==============================] - 0s 936us/step - loss: 0.4712 - accuracy: 0.7685 Epoch 72/100 359/359 [==============================] - 0s 992us/step - loss: 0.4702 - accuracy: 0.7719 Epoch 73/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4690 - accuracy: 0.7739: 0s - loss: 0.4673 - accuracy: Epoch 74/100 359/359 [==============================] - 0s 962us/step - loss: 0.4681 - accuracy: 0.7721 Epoch 75/100 359/359 [==============================] - 0s 998us/step - loss: 0.4671 - accuracy: 0.7715 Epoch 76/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4658 - accuracy: 0.7749 Epoch 77/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4639 - accuracy: 0.7753 Epoch 78/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4629 - accuracy: 0.7762 Epoch 79/100 359/359 [==============================] - 0s 975us/step - loss: 0.4616 - accuracy: 0.7784 Epoch 80/100 359/359 [==============================] - 0s 988us/step - loss: 0.4599 - accuracy: 0.7784 Epoch 81/100 359/359 [==============================] - 0s 1000us/step - loss: 0.4584 - accuracy: 0.7805 Epoch 82/100 359/359 [==============================] - 0s 967us/step - loss: 0.4572 - accuracy: 0.7786 Epoch 83/100 359/359 [==============================] - 0s 985us/step - loss: 0.4553 - accuracy: 0.7832 Epoch 84/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4539 - accuracy: 0.7807 Epoch 85/100 359/359 [==============================] - 0s 967us/step - loss: 0.4520 - accuracy: 0.7845 Epoch 86/100 359/359 [==============================] - 0s 992us/step - loss: 0.4515 - accuracy: 0.7858 Epoch 87/100 359/359 [==============================] - 0s 971us/step - loss: 0.4496 - accuracy: 0.7859 Epoch 88/100 359/359 [==============================] - 0s 985us/step - loss: 0.4490 - accuracy: 0.7883 Epoch 89/100 359/359 [==============================] - 0s 961us/step - loss: 0.4479 - accuracy: 0.7890 Epoch 90/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7902 Epoch 91/100 359/359 [==============================] - 0s 954us/step - loss: 0.4466 - accuracy: 0.7895 Epoch 92/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7898 Epoch 93/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7902 Epoch 94/100 359/359 [==============================] - 0s 952us/step - loss: 0.4450 - accuracy: 0.7898 Epoch 95/100 359/359 [==============================] - 0s 989us/step - loss: 0.4447 - accuracy: 0.7901 Epoch 96/100 359/359 [==============================] - 0s 1ms/step - loss: 0.4440 - accuracy: 0.7924 Epoch 97/100 359/359 [==============================] - 0s 936us/step - loss: 0.4446 - accuracy: 0.7924 Epoch 98/100 359/359 [==============================] - 0s 973us/step - loss: 0.4435 - accuracy: 0.7930 Epoch 99/100 359/359 [==============================] - 0s 992us/step - loss: 0.4440 - accuracy: 0.7914 Epoch 100/100 359/359 [==============================] - 0s 961us/step - loss: 0.4423 - accuracy: 0.7947 Epoch 1/500 359/359 [==============================] - 0s 1ms/step - loss: 0.6379 - accuracy: 0.6644 Epoch 2/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5603 - accuracy: 0.7237 Epoch 3/500 359/359 [==============================] - 0s 969us/step - loss: 0.5547 - accuracy: 0.7229 Epoch 4/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5505 - accuracy: 0.7224 Epoch 5/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5471 - accuracy: 0.7229 Epoch 6/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5441 - accuracy: 0.7241 Epoch 7/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5407 - accuracy: 0.7274 Epoch 8/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5374 - accuracy: 0.7294 Epoch 9/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5348 - accuracy: 0.7318 Epoch 10/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5324 - accuracy: 0.7316 Epoch 11/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5308 - accuracy: 0.7336: 0s - loss: 0.5259 - accura Epoch 12/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5291 - accuracy: 0.7335 Epoch 13/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5276 - accuracy: 0.7361 Epoch 14/500 359/359 [==============================] - 0s 977us/step - loss: 0.5260 - accuracy: 0.7378 Epoch 15/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5249 - accuracy: 0.7381 Epoch 16/500 359/359 [==============================] - 0s 986us/step - loss: 0.5237 - accuracy: 0.7385 Epoch 17/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5225 - accuracy: 0.7418 Epoch 18/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5208 - accuracy: 0.7427 Epoch 19/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5193 - accuracy: 0.7444 Epoch 20/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5174 - accuracy: 0.7441 Epoch 21/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5164 - accuracy: 0.7464 Epoch 22/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5146 - accuracy: 0.7467 Epoch 23/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5136 - accuracy: 0.7491 Epoch 24/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5124 - accuracy: 0.7488 Epoch 25/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5113 - accuracy: 0.7503: 0s - loss: 0.5162 - accuracy: Epoch 26/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5108 - accuracy: 0.7516: 0s - loss: 0.5163 - accuracy: Epoch 27/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5100 - accuracy: 0.7515 Epoch 28/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5094 - accuracy: 0.7524 Epoch 29/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5091 - accuracy: 0.7515 Epoch 30/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5086 - accuracy: 0.7480 Epoch 31/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5078 - accuracy: 0.7511 Epoch 32/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5077 - accuracy: 0.7507: 0s - loss: 0.5082 - accuracy: 0.75 Epoch 33/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5068 - accuracy: 0.7500 Epoch 34/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5064 - accuracy: 0.7510 Epoch 35/500 359/359 [==============================] - 1s 2ms/step - loss: 0.5068 - accuracy: 0.7507 Epoch 36/500 359/359 [==============================] - 0s 861us/step - loss: 0.5067 - accuracy: 0.7497 Epoch 37/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5057 - accuracy: 0.7521 Epoch 38/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5059 - accuracy: 0.7525 Epoch 39/500 359/359 [==============================] - 1s 1ms/step - loss: 0.5056 - accuracy: 0.7515 Epoch 40/500 359/359 [==============================] - 1s 2ms/step - loss: 0.5052 - accuracy: 0.7508 Epoch 41/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5052 - accuracy: 0.7500 Epoch 42/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5051 - accuracy: 0.7499 Epoch 43/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5048 - accuracy: 0.7517 Epoch 44/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5048 - accuracy: 0.7509 Epoch 45/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5038 - accuracy: 0.7524 Epoch 46/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5042 - accuracy: 0.7487 Epoch 47/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5037 - accuracy: 0.7503: 0s - loss: 0.5008 - accuracy: 0. Epoch 48/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5031 - accuracy: 0.7515 Epoch 49/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5033 - accuracy: 0.7522 Epoch 50/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5032 - accuracy: 0.7520 Epoch 51/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5030 - accuracy: 0.7504 Epoch 52/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5027 - accuracy: 0.7515 Epoch 53/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7512 Epoch 54/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7522 Epoch 55/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7515 Epoch 56/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5021 - accuracy: 0.7521 Epoch 57/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5022 - accuracy: 0.7531 Epoch 58/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5015 - accuracy: 0.7515 Epoch 59/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5014 - accuracy: 0.7535 Epoch 60/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5013 - accuracy: 0.7530 Epoch 61/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5013 - accuracy: 0.7536 Epoch 62/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5000 - accuracy: 0.7558 Epoch 63/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5005 - accuracy: 0.7539 Epoch 64/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5003 - accuracy: 0.7551 Epoch 65/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5004 - accuracy: 0.7533 Epoch 66/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4992 - accuracy: 0.7563 Epoch 67/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4995 - accuracy: 0.7539: 0s - loss: 0.5005 - accuracy: 0.75 Epoch 68/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4995 - accuracy: 0.7542 Epoch 69/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4993 - accuracy: 0.7563 Epoch 70/500 359/359 [==============================] - 0s 970us/step - loss: 0.4988 - accuracy: 0.7537 Epoch 71/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4984 - accuracy: 0.7544: 0s - loss: 0.4990 - accuracy: - ETA: 0s - loss: 0.5001 - accura Epoch 72/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4994 - accuracy: 0.7525: 0s - loss: 0.4999 - accuracy: 0.75 Epoch 73/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4987 - accuracy: 0.7563 Epoch 74/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4985 - accuracy: 0.7528 Epoch 75/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4987 - accuracy: 0.7529 Epoch 76/500 359/359 [==============================] - 0s 991us/step - loss: 0.4985 - accuracy: 0.7566 Epoch 77/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4982 - accuracy: 0.7543 Epoch 78/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4981 - accuracy: 0.7538 Epoch 79/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4982 - accuracy: 0.7544 Epoch 80/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4985 - accuracy: 0.7547 Epoch 81/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4980 - accuracy: 0.7542 Epoch 82/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4980 - accuracy: 0.7546 Epoch 83/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4977 - accuracy: 0.7546 Epoch 84/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4975 - accuracy: 0.7552 Epoch 85/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4974 - accuracy: 0.7560 Epoch 86/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4978 - accuracy: 0.7540 Epoch 87/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4972 - accuracy: 0.7540 Epoch 88/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4975 - accuracy: 0.7529 Epoch 89/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4978 - accuracy: 0.7543 Epoch 90/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4977 - accuracy: 0.7532 Epoch 91/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4965 - accuracy: 0.7565 Epoch 92/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4972 - accuracy: 0.7532 Epoch 93/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4972 - accuracy: 0.7549 Epoch 94/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4970 - accuracy: 0.7546 Epoch 95/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4972 - accuracy: 0.7549 Epoch 96/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4968 - accuracy: 0.7536 Epoch 97/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4973 - accuracy: 0.7529 Epoch 98/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4970 - accuracy: 0.7545 Epoch 99/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4969 - accuracy: 0.7569 Epoch 100/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4972 - accuracy: 0.7558 Epoch 101/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4965 - accuracy: 0.7547 Epoch 102/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4970 - accuracy: 0.7550 Epoch 103/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4962 - accuracy: 0.7544 Epoch 104/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4969 - accuracy: 0.7555 Epoch 105/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4964 - accuracy: 0.7541 Epoch 106/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4961 - accuracy: 0.7559: 0s - loss: 0.4914 - Epoch 107/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4960 - accuracy: 0.7576 Epoch 108/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4963 - accuracy: 0.7563 Epoch 109/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4960 - accuracy: 0.7554 Epoch 110/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4962 - accuracy: 0.7554 Epoch 111/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4958 - accuracy: 0.7553 Epoch 112/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4961 - accuracy: 0.7555 Epoch 113/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4954 - accuracy: 0.7561 Epoch 114/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4958 - accuracy: 0.7596 Epoch 115/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4958 - accuracy: 0.7577 Epoch 116/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4952 - accuracy: 0.7577 Epoch 117/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4954 - accuracy: 0.7561 Epoch 118/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4956 - accuracy: 0.7583 Epoch 119/500 359/359 [==============================] - ETA: 0s - loss: 0.4947 - accuracy: 0.75 - 0s 1ms/step - loss: 0.4954 - accuracy: 0.7566 Epoch 120/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4952 - accuracy: 0.7581 Epoch 121/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4951 - accuracy: 0.7573 Epoch 122/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4960 - accuracy: 0.7589 Epoch 123/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4948 - accuracy: 0.7589 Epoch 124/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4957 - accuracy: 0.7592 Epoch 125/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4955 - accuracy: 0.7580 Epoch 126/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4962 - accuracy: 0.7592 Epoch 127/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4949 - accuracy: 0.7577 Epoch 128/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4952 - accuracy: 0.7608: 0s - loss: 0.5022 - accuracy: Epoch 129/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4951 - accuracy: 0.7566 Epoch 130/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4953 - accuracy: 0.7580 Epoch 131/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4954 - accuracy: 0.7617 Epoch 132/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4947 - accuracy: 0.7576 Epoch 133/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4951 - accuracy: 0.7582 Epoch 134/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4947 - accuracy: 0.7585 Epoch 135/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4949 - accuracy: 0.7590 Epoch 136/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4950 - accuracy: 0.7556 Epoch 137/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4952 - accuracy: 0.7596 Epoch 138/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4945 - accuracy: 0.7590 Epoch 139/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7588 Epoch 140/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4943 - accuracy: 0.7582 Epoch 141/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4945 - accuracy: 0.7600 Epoch 142/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4946 - accuracy: 0.7604 Epoch 143/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4942 - accuracy: 0.7604 Epoch 144/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4942 - accuracy: 0.7616 Epoch 145/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4951 - accuracy: 0.7605 Epoch 146/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4944 - accuracy: 0.7603 Epoch 147/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4942 - accuracy: 0.7623 Epoch 148/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4941 - accuracy: 0.7602 Epoch 149/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7597 Epoch 150/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4947 - accuracy: 0.7586 Epoch 151/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4941 - accuracy: 0.7590 Epoch 152/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4942 - accuracy: 0.7609 Epoch 153/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7597 Epoch 154/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4944 - accuracy: 0.7613 Epoch 155/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4943 - accuracy: 0.7588 Epoch 156/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4944 - accuracy: 0.7615 Epoch 157/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7610 Epoch 158/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7596 Epoch 159/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7583 Epoch 160/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4936 - accuracy: 0.7603 Epoch 161/500 359/359 [==============================] - 0s 1000us/step - loss: 0.4943 - accuracy: 0.7594 Epoch 162/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4936 - accuracy: 0.7590 Epoch 163/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4941 - accuracy: 0.7570 Epoch 164/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4940 - accuracy: 0.7588 Epoch 165/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4937 - accuracy: 0.7575 Epoch 166/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4942 - accuracy: 0.7608 Epoch 167/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7606 Epoch 168/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7575 Epoch 169/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4941 - accuracy: 0.7581 Epoch 170/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7582 Epoch 171/500 359/359 [==============================] - 0s 981us/step - loss: 0.4936 - accuracy: 0.7616 Epoch 172/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4936 - accuracy: 0.7591 Epoch 173/500 359/359 [==============================] - 0s 994us/step - loss: 0.4937 - accuracy: 0.7587 Epoch 174/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4940 - accuracy: 0.7607 Epoch 175/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7606 Epoch 176/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4924 - accuracy: 0.7617 Epoch 177/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7610 Epoch 178/500 359/359 [==============================] - 0s 976us/step - loss: 0.4937 - accuracy: 0.7591 Epoch 179/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7614 Epoch 180/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7582 Epoch 181/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4932 - accuracy: 0.7599 Epoch 182/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4936 - accuracy: 0.7585 Epoch 183/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4938 - accuracy: 0.7593 Epoch 184/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7610 Epoch 185/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4946 - accuracy: 0.7574 Epoch 186/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4934 - accuracy: 0.7593 Epoch 187/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7594 Epoch 188/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7610 Epoch 189/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7600 Epoch 190/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4940 - accuracy: 0.7569 Epoch 191/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4938 - accuracy: 0.7590 Epoch 192/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4939 - accuracy: 0.7598 Epoch 193/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4932 - accuracy: 0.7606 Epoch 194/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7591 Epoch 195/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4928 - accuracy: 0.7603 Epoch 196/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7600: 0s - loss: 0.4909 - accuracy: 0. Epoch 197/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7578 Epoch 198/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7583: 0s - loss: 0.4945 - accuracy: 0.75 Epoch 199/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7614 Epoch 200/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7590 Epoch 201/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7603 Epoch 202/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7586 Epoch 203/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7613 Epoch 204/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7588 Epoch 205/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7582 Epoch 206/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4930 - accuracy: 0.7614 Epoch 207/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7587 Epoch 208/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7610 Epoch 209/500 359/359 [==============================] - 0s 966us/step - loss: 0.4932 - accuracy: 0.7578 Epoch 210/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7608 Epoch 211/500 359/359 [==============================] - 0s 969us/step - loss: 0.4931 - accuracy: 0.7584 Epoch 212/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7601 Epoch 213/500 359/359 [==============================] - 0s 976us/step - loss: 0.4927 - accuracy: 0.7597 Epoch 214/500 359/359 [==============================] - 0s 988us/step - loss: 0.4935 - accuracy: 0.7567 Epoch 215/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4927 - accuracy: 0.7599 Epoch 216/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4928 - accuracy: 0.7590 Epoch 217/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4938 - accuracy: 0.7590 Epoch 218/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7611 Epoch 219/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4926 - accuracy: 0.7603 Epoch 220/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7595 Epoch 221/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4929 - accuracy: 0.7590 Epoch 222/500 359/359 [==============================] - 0s 979us/step - loss: 0.4926 - accuracy: 0.7607 Epoch 223/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7602 Epoch 224/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4927 - accuracy: 0.7609 Epoch 225/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7587 Epoch 226/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4925 - accuracy: 0.7606 Epoch 227/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4930 - accuracy: 0.7610 Epoch 228/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4938 - accuracy: 0.7610 Epoch 229/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7591 Epoch 230/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4929 - accuracy: 0.7583 Epoch 231/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4935 - accuracy: 0.7587 Epoch 232/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4923 - accuracy: 0.7577 Epoch 233/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7617 Epoch 234/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7605 Epoch 235/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7581 Epoch 236/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4931 - accuracy: 0.7603 Epoch 237/500 359/359 [==============================] - 0s 988us/step - loss: 0.4932 - accuracy: 0.7592 Epoch 238/500 359/359 [==============================] - 0s 981us/step - loss: 0.4929 - accuracy: 0.7602 Epoch 239/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4929 - accuracy: 0.7576 Epoch 240/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4930 - accuracy: 0.7597 Epoch 241/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4929 - accuracy: 0.7616 Epoch 242/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4932 - accuracy: 0.7605 Epoch 243/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4928 - accuracy: 0.7603 Epoch 244/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4934 - accuracy: 0.7594 Epoch 245/500 359/359 [==============================] - 0s 972us/step - loss: 0.4932 - accuracy: 0.7591 Epoch 246/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4932 - accuracy: 0.7608 Epoch 247/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4926 - accuracy: 0.7607 Epoch 248/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4928 - accuracy: 0.7597 Epoch 249/500 359/359 [==============================] - 0s 998us/step - loss: 0.4925 - accuracy: 0.7597 Epoch 250/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4933 - accuracy: 0.7585 Epoch 251/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4927 - accuracy: 0.7597 Epoch 252/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4930 - accuracy: 0.7606 Epoch 253/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4924 - accuracy: 0.7611 Epoch 254/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4926 - accuracy: 0.7604 Epoch 255/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4919 - accuracy: 0.7612 Epoch 256/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4930 - accuracy: 0.7616 Epoch 257/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4922 - accuracy: 0.7615 Epoch 258/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4926 - accuracy: 0.7601 Epoch 259/500 359/359 [==============================] - 0s 992us/step - loss: 0.4919 - accuracy: 0.7608 Epoch 260/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4926 - accuracy: 0.7573 Epoch 261/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4926 - accuracy: 0.7617 Epoch 262/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4925 - accuracy: 0.7602 Epoch 263/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4927 - accuracy: 0.7577 Epoch 264/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4919 - accuracy: 0.7599 Epoch 265/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4925 - accuracy: 0.7609 Epoch 266/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4924 - accuracy: 0.7601 Epoch 267/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4920 - accuracy: 0.7602 Epoch 268/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4922 - accuracy: 0.7579 Epoch 269/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4916 - accuracy: 0.7611 Epoch 270/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4915 - accuracy: 0.7592 Epoch 271/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4917 - accuracy: 0.7620 Epoch 272/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4916 - accuracy: 0.7590 Epoch 273/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4916 - accuracy: 0.7597 Epoch 274/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4917 - accuracy: 0.7626 Epoch 275/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4917 - accuracy: 0.7590 Epoch 276/500 359/359 [==============================] - 0s 989us/step - loss: 0.4908 - accuracy: 0.7610 Epoch 277/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4913 - accuracy: 0.7606 Epoch 278/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4909 - accuracy: 0.7622 Epoch 279/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4912 - accuracy: 0.7615 Epoch 280/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4918 - accuracy: 0.7591 Epoch 281/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4911 - accuracy: 0.7591 Epoch 282/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4907 - accuracy: 0.7598 Epoch 283/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4912 - accuracy: 0.7577 Epoch 284/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4904 - accuracy: 0.7600 Epoch 285/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4908 - accuracy: 0.7617 Epoch 286/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4897 - accuracy: 0.7592 Epoch 287/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4907 - accuracy: 0.7603 Epoch 288/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4907 - accuracy: 0.7577 Epoch 289/500 359/359 [==============================] - 0s 994us/step - loss: 0.4906 - accuracy: 0.7615 Epoch 290/500 359/359 [==============================] - 0s 974us/step - loss: 0.4896 - accuracy: 0.7586 Epoch 291/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4903 - accuracy: 0.7599 Epoch 292/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4893 - accuracy: 0.7612 Epoch 293/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4884 - accuracy: 0.7593 Epoch 294/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4902 - accuracy: 0.7594: 0s - loss: 0.4893 - accuracy: 0.75 Epoch 295/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4900 - accuracy: 0.7617 Epoch 296/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4885 - accuracy: 0.7602 Epoch 297/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4895 - accuracy: 0.7608 Epoch 298/500 359/359 [==============================] - 0s 974us/step - loss: 0.4890 - accuracy: 0.7613 Epoch 299/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4894 - accuracy: 0.7616 Epoch 300/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4885 - accuracy: 0.7596 Epoch 301/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4885 - accuracy: 0.7624 Epoch 302/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4882 - accuracy: 0.7598 Epoch 303/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4891 - accuracy: 0.7586 Epoch 304/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4891 - accuracy: 0.7587 Epoch 305/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4885 - accuracy: 0.7578 Epoch 306/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4885 - accuracy: 0.7577 Epoch 307/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4885 - accuracy: 0.7578 Epoch 308/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4884 - accuracy: 0.7591 Epoch 309/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4873 - accuracy: 0.7617 Epoch 310/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4874 - accuracy: 0.7585: 0s - loss: 0.4869 - accuracy: 0.75 Epoch 311/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4874 - accuracy: 0.7581 Epoch 312/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4876 - accuracy: 0.7593 Epoch 313/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4872 - accuracy: 0.7583 Epoch 314/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4873 - accuracy: 0.7574 Epoch 315/500 359/359 [==============================] - 0s 979us/step - loss: 0.4873 - accuracy: 0.7572 Epoch 316/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4866 - accuracy: 0.7597 Epoch 317/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4869 - accuracy: 0.7583 Epoch 318/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4868 - accuracy: 0.7569 Epoch 319/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4861 - accuracy: 0.7605 Epoch 320/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4858 - accuracy: 0.7585 Epoch 321/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4864 - accuracy: 0.7608 Epoch 322/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4857 - accuracy: 0.7610 Epoch 323/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4860 - accuracy: 0.7609 Epoch 324/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4856 - accuracy: 0.7614 Epoch 325/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4858 - accuracy: 0.7635 Epoch 326/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4854 - accuracy: 0.7612 Epoch 327/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4852 - accuracy: 0.7634 Epoch 328/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4849 - accuracy: 0.7628: 0s - loss: 0.4896 - accu Epoch 329/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4847 - accuracy: 0.7615 Epoch 330/500 359/359 [==============================] - 1s 3ms/step - loss: 0.4838 - accuracy: 0.7634 Epoch 331/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4838 - accuracy: 0.7623 Epoch 332/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4835 - accuracy: 0.7653 Epoch 333/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4831 - accuracy: 0.7637 Epoch 334/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4834 - accuracy: 0.7625 Epoch 335/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4821 - accuracy: 0.7646 Epoch 336/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4821 - accuracy: 0.7663 Epoch 337/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4827 - accuracy: 0.7654 Epoch 338/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4821 - accuracy: 0.7674 Epoch 339/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4812 - accuracy: 0.7661 Epoch 340/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4820 - accuracy: 0.7637 Epoch 341/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4819 - accuracy: 0.7657 Epoch 342/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4820 - accuracy: 0.7654 Epoch 343/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4816 - accuracy: 0.7679 Epoch 344/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4811 - accuracy: 0.7651 Epoch 345/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4816 - accuracy: 0.7648 Epoch 346/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4812 - accuracy: 0.7664: 0s - loss: 0.4886 - accuracy Epoch 347/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4813 - accuracy: 0.7657 Epoch 348/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4813 - accuracy: 0.7681 Epoch 349/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4821 - accuracy: 0.7661 Epoch 350/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4809 - accuracy: 0.7673 Epoch 351/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4810 - accuracy: 0.7660 Epoch 352/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4815 - accuracy: 0.7640: 0s - loss: 0.4795 - ac Epoch 353/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4811 - accuracy: 0.7651 Epoch 354/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4806 - accuracy: 0.7653 Epoch 355/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4808 - accuracy: 0.7689 Epoch 356/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4810 - accuracy: 0.7679 Epoch 357/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4804 - accuracy: 0.7665 Epoch 358/500 359/359 [==============================] - ETA: 0s - loss: 0.4819 - accuracy: 0.76 - 0s 1ms/step - loss: 0.4801 - accuracy: 0.7658 Epoch 359/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4807 - accuracy: 0.7655 Epoch 360/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4798 - accuracy: 0.7654: 0s - loss: 0.4770 - accuracy Epoch 361/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4796 - accuracy: 0.7661 Epoch 362/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4804 - accuracy: 0.7681: 0s - loss: 0.4832 - accuracy: Epoch 363/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4804 - accuracy: 0.7662 Epoch 364/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4809 - accuracy: 0.7642 Epoch 365/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4808 - accuracy: 0.7653 Epoch 366/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4799 - accuracy: 0.7658 Epoch 367/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4800 - accuracy: 0.7654 Epoch 368/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4796 - accuracy: 0.7627 Epoch 369/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4795 - accuracy: 0.7669 Epoch 370/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4792 - accuracy: 0.7649 Epoch 371/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4795 - accuracy: 0.7677 Epoch 372/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4784 - accuracy: 0.7702 Epoch 373/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4768 - accuracy: 0.7677 Epoch 374/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4751 - accuracy: 0.7685 Epoch 375/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4733 - accuracy: 0.7704 Epoch 376/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4717 - accuracy: 0.7704 Epoch 377/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4703 - accuracy: 0.7725 Epoch 378/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4679 - accuracy: 0.7722 Epoch 379/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4677 - accuracy: 0.7733 Epoch 380/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4666 - accuracy: 0.7733 Epoch 381/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4657 - accuracy: 0.7725 Epoch 382/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4652 - accuracy: 0.7723 Epoch 383/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4639 - accuracy: 0.7725 Epoch 384/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4632 - accuracy: 0.7737 Epoch 385/500 359/359 [==============================] - 0s 996us/step - loss: 0.4633 - accuracy: 0.7730 Epoch 386/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4620 - accuracy: 0.7739 Epoch 387/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4620 - accuracy: 0.7743 Epoch 388/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4616 - accuracy: 0.7723 Epoch 389/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4616 - accuracy: 0.7749 Epoch 390/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4610 - accuracy: 0.7750 Epoch 391/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4604 - accuracy: 0.7750 Epoch 392/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4607 - accuracy: 0.7753 Epoch 393/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4609 - accuracy: 0.7739 Epoch 394/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4602 - accuracy: 0.7752 Epoch 395/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4606 - accuracy: 0.7764 Epoch 396/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4598 - accuracy: 0.7741 Epoch 397/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4594 - accuracy: 0.7755 Epoch 398/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4599 - accuracy: 0.7753 Epoch 399/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4591 - accuracy: 0.7770 Epoch 400/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4596 - accuracy: 0.7761 Epoch 401/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4583 - accuracy: 0.7764 Epoch 402/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4589 - accuracy: 0.7768 Epoch 403/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4595 - accuracy: 0.7753 Epoch 404/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4577 - accuracy: 0.7761 Epoch 405/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4583 - accuracy: 0.7741 Epoch 406/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4585 - accuracy: 0.7768 Epoch 407/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4588 - accuracy: 0.7734 Epoch 408/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7736 Epoch 409/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4580 - accuracy: 0.7761 Epoch 410/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4587 - accuracy: 0.7751 Epoch 411/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4580 - accuracy: 0.7763 Epoch 412/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4583 - accuracy: 0.7741 Epoch 413/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4579 - accuracy: 0.7744 Epoch 414/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7761 Epoch 415/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7757 Epoch 416/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7719 Epoch 417/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7770 Epoch 418/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4579 - accuracy: 0.7774 Epoch 419/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7752 Epoch 420/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7758 Epoch 421/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4579 - accuracy: 0.7773 Epoch 422/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7762 Epoch 423/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7778 Epoch 424/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7764 Epoch 425/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7755 Epoch 426/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7789 Epoch 427/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7748 Epoch 428/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4570 - accuracy: 0.7756 Epoch 429/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7748 Epoch 430/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7757 Epoch 431/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7772 Epoch 432/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7773 Epoch 433/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7769 Epoch 434/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7748 Epoch 435/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7769 Epoch 436/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7772 Epoch 437/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4570 - accuracy: 0.7768 Epoch 438/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7772 Epoch 439/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7746 Epoch 440/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7770 Epoch 441/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7749 Epoch 442/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7805 Epoch 443/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7763 Epoch 444/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7773: 0s - loss: 0.4586 - accuracy: 0.77 Epoch 445/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4564 - accuracy: 0.7758 Epoch 446/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4561 - accuracy: 0.7774 Epoch 447/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7774 Epoch 448/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7787 Epoch 449/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7774 Epoch 450/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7771 Epoch 451/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7777 Epoch 452/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7751 Epoch 453/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7746 Epoch 454/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4564 - accuracy: 0.7786 Epoch 455/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7767 Epoch 456/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4561 - accuracy: 0.7786 Epoch 457/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7765 Epoch 458/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7766 Epoch 459/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7769 Epoch 460/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7751 Epoch 461/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7781 Epoch 462/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7758 Epoch 463/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7780 Epoch 464/500 359/359 [==============================] - 0s 965us/step - loss: 0.4557 - accuracy: 0.7779 Epoch 465/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7761 Epoch 466/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7780 Epoch 467/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7800 Epoch 468/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7770 Epoch 469/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7757 Epoch 470/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7787 Epoch 471/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4561 - accuracy: 0.7786 Epoch 472/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7765: 0s - loss: 0.4551 - accuracy: Epoch 473/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7781 Epoch 474/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7778 Epoch 475/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7773 Epoch 476/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7770 Epoch 477/500 359/359 [==============================] - 0s 980us/step - loss: 0.4569 - accuracy: 0.7762 Epoch 478/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7773 Epoch 479/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7763 Epoch 480/500 359/359 [==============================] - 0s 980us/step - loss: 0.4561 - accuracy: 0.7763 Epoch 481/500 359/359 [==============================] - 0s 974us/step - loss: 0.4566 - accuracy: 0.7755 Epoch 482/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7776 Epoch 483/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7765 Epoch 484/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7766 Epoch 485/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7768 Epoch 486/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7770 Epoch 487/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7792: 0s - loss: 0.4546 - accuracy: Epoch 488/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7762 Epoch 489/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7792 Epoch 490/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7780 Epoch 491/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7764 Epoch 492/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7771 Epoch 493/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7786 Epoch 494/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7774 Epoch 495/500 359/359 [==============================] - 0s 934us/step - loss: 0.4551 - accuracy: 0.7778 Epoch 496/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7780 Epoch 497/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7768 Epoch 498/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7785 Epoch 499/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7769 Epoch 500/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7762 Epoch 1/500 359/359 [==============================] - 0s 1ms/step - loss: 0.6478 - accuracy: 0.6305 Epoch 2/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5651 - accuracy: 0.7244 Epoch 3/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5566 - accuracy: 0.7229 Epoch 4/500 359/359 [==============================] - 0s 937us/step - loss: 0.5518 - accuracy: 0.7256 Epoch 5/500 359/359 [==============================] - 0s 952us/step - loss: 0.5468 - accuracy: 0.7290 Epoch 6/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5368 - accuracy: 0.7332 Epoch 7/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5194 - accuracy: 0.7445 Epoch 8/500 359/359 [==============================] - 1s 2ms/step - loss: 0.5017 - accuracy: 0.7583 Epoch 9/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4884 - accuracy: 0.7647 Epoch 10/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4786 - accuracy: 0.7661 Epoch 11/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4719 - accuracy: 0.7698 Epoch 12/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4688 - accuracy: 0.7698 Epoch 13/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4659 - accuracy: 0.7708 Epoch 14/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4647 - accuracy: 0.7746: 0s - loss: 0.4673 - accuracy: 0.77 Epoch 15/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4628 - accuracy: 0.7755 Epoch 16/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4613 - accuracy: 0.7763 Epoch 17/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4613 - accuracy: 0.7762 Epoch 18/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4600 - accuracy: 0.7768 Epoch 19/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4596 - accuracy: 0.7763 Epoch 20/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4589 - accuracy: 0.7762 Epoch 21/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4581 - accuracy: 0.7778 Epoch 22/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4582 - accuracy: 0.7760 Epoch 23/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4579 - accuracy: 0.7790 Epoch 24/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7771 Epoch 25/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4572 - accuracy: 0.7795 Epoch 26/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4570 - accuracy: 0.7788 Epoch 27/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7812 Epoch 28/500 359/359 [==============================] - 0s 977us/step - loss: 0.4564 - accuracy: 0.7803 Epoch 29/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7780 Epoch 30/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7793 Epoch 31/500 359/359 [==============================] - 0s 981us/step - loss: 0.4556 - accuracy: 0.7800 Epoch 32/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7810 Epoch 33/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7795 Epoch 34/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4545 - accuracy: 0.7805 Epoch 35/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7800 Epoch 36/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7818 Epoch 37/500 359/359 [==============================] - 0s 980us/step - loss: 0.4541 - accuracy: 0.7790 Epoch 38/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4537 - accuracy: 0.7807 Epoch 39/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4530 - accuracy: 0.7807 Epoch 40/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7815 Epoch 41/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4525 - accuracy: 0.7818 Epoch 42/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7816 Epoch 43/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7802 Epoch 44/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7827 Epoch 45/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7847 Epoch 46/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7827 Epoch 47/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7830 Epoch 48/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7847 Epoch 49/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7834 Epoch 50/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7843 Epoch 51/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4472 - accuracy: 0.7841 Epoch 52/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7830: 0s - loss: 0.4424 - accuracy: Epoch 53/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7821 Epoch 54/500 359/359 [==============================] - 0s 993us/step - loss: 0.4467 - accuracy: 0.7838 Epoch 55/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7836 Epoch 56/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7836 Epoch 57/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7845: 0s - loss: 0.4490 - accuracy: Epoch 58/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7841 Epoch 59/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7814 Epoch 60/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7865 Epoch 61/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7836 Epoch 62/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7836 Epoch 63/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7857 Epoch 64/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7838 Epoch 65/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7846 Epoch 66/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7843 Epoch 67/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7841 Epoch 68/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7832 Epoch 69/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7856 Epoch 70/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7847 Epoch 71/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7831 Epoch 72/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4451 - accuracy: 0.7841 Epoch 73/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7834 Epoch 74/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4454 - accuracy: 0.7849 Epoch 75/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7851 Epoch 76/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4448 - accuracy: 0.7848 Epoch 77/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4451 - accuracy: 0.7851 Epoch 78/500 359/359 [==============================] - 0s 971us/step - loss: 0.4450 - accuracy: 0.7845 Epoch 79/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4449 - accuracy: 0.7851 Epoch 80/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4441 - accuracy: 0.7841 Epoch 81/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4443 - accuracy: 0.7847 Epoch 82/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4440 - accuracy: 0.7847 Epoch 83/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4447 - accuracy: 0.7834 Epoch 84/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4443 - accuracy: 0.7860 Epoch 85/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4442 - accuracy: 0.7850 Epoch 86/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4444 - accuracy: 0.7837 Epoch 87/500 359/359 [==============================] - 0s 987us/step - loss: 0.4440 - accuracy: 0.7846 Epoch 88/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4441 - accuracy: 0.7865 Epoch 89/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4441 - accuracy: 0.7854 Epoch 90/500 359/359 [==============================] - 0s 977us/step - loss: 0.4437 - accuracy: 0.7859 Epoch 91/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4438 - accuracy: 0.7838 Epoch 92/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4439 - accuracy: 0.7839 Epoch 93/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4432 - accuracy: 0.7846 Epoch 94/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4436 - accuracy: 0.7839 Epoch 95/500 359/359 [==============================] - 0s 968us/step - loss: 0.4431 - accuracy: 0.7856 Epoch 96/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4435 - accuracy: 0.7863 Epoch 97/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4433 - accuracy: 0.7845: 0s - loss: 0.4412 - accuracy: 0. Epoch 98/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4434 - accuracy: 0.7866 Epoch 99/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4431 - accuracy: 0.7858 Epoch 100/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4439 - accuracy: 0.7850 Epoch 101/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4433 - accuracy: 0.7856 Epoch 102/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4432 - accuracy: 0.7850 Epoch 103/500 359/359 [==============================] - 0s 982us/step - loss: 0.4435 - accuracy: 0.7860 Epoch 104/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7866 Epoch 105/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4426 - accuracy: 0.7861 Epoch 106/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7868 Epoch 107/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7869 Epoch 108/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7847 Epoch 109/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4418 - accuracy: 0.7834 Epoch 110/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7852 Epoch 111/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7847 Epoch 112/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7864 Epoch 113/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4417 - accuracy: 0.7858 Epoch 114/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7862 Epoch 115/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4417 - accuracy: 0.7861 Epoch 116/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7848 Epoch 117/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7877: 0s - loss: 0.4405 - accuracy: 0.78 Epoch 118/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4410 - accuracy: 0.7871 Epoch 119/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7887 Epoch 120/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7875 Epoch 121/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4392 - accuracy: 0.7873 Epoch 122/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4391 - accuracy: 0.7889 Epoch 123/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4383 - accuracy: 0.7881: 0s - loss: 0.4370 - accuracy: 0. Epoch 124/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7909 Epoch 125/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7895: 0s - loss: 0.4321 - accuracy: Epoch 126/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7902 Epoch 127/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7903 Epoch 128/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7911: 0s - loss: 0.4383 - accuracy: 0.79 Epoch 129/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4367 - accuracy: 0.7923 Epoch 130/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4369 - accuracy: 0.7908 Epoch 131/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4363 - accuracy: 0.7908 Epoch 132/500 359/359 [==============================] - 0s 827us/step - loss: 0.4360 - accuracy: 0.7907 Epoch 133/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4363 - accuracy: 0.7879 Epoch 134/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7922 Epoch 135/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7916 Epoch 136/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4355 - accuracy: 0.7912 Epoch 137/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7920 Epoch 138/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4354 - accuracy: 0.7911 Epoch 139/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4352 - accuracy: 0.7917 Epoch 140/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4355 - accuracy: 0.7929 Epoch 141/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4353 - accuracy: 0.7915 Epoch 142/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4351 - accuracy: 0.7935 Epoch 143/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4350 - accuracy: 0.7928 Epoch 144/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4347 - accuracy: 0.7919 Epoch 145/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4348 - accuracy: 0.7936 Epoch 146/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4344 - accuracy: 0.7949 Epoch 147/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4348 - accuracy: 0.7932 Epoch 148/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4344 - accuracy: 0.7934 Epoch 149/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4338 - accuracy: 0.7963 Epoch 150/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4339 - accuracy: 0.7935 Epoch 151/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4337 - accuracy: 0.7942 Epoch 152/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4335 - accuracy: 0.7956 Epoch 153/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4335 - accuracy: 0.7957 Epoch 154/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4331 - accuracy: 0.7963 Epoch 155/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4333 - accuracy: 0.7930 Epoch 156/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4324 - accuracy: 0.7956 Epoch 157/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4328 - accuracy: 0.7950 Epoch 158/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4324 - accuracy: 0.7944 Epoch 159/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4321 - accuracy: 0.7954: 0s - loss: 0.4320 - accuracy: 0. Epoch 160/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4318 - accuracy: 0.7958 Epoch 161/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4321 - accuracy: 0.7945 Epoch 162/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4320 - accuracy: 0.7952 Epoch 163/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4315 - accuracy: 0.7973 Epoch 164/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4316 - accuracy: 0.7961 Epoch 165/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4319 - accuracy: 0.7956 Epoch 166/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4314 - accuracy: 0.7952: 0s - loss: 0.4316 - accuracy: 0.79 Epoch 167/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4317 - accuracy: 0.7939 Epoch 168/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4313 - accuracy: 0.7977 Epoch 169/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4314 - accuracy: 0.7950 Epoch 170/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4309 - accuracy: 0.7979 Epoch 171/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4316 - accuracy: 0.7957 Epoch 172/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4311 - accuracy: 0.7963 Epoch 173/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4310 - accuracy: 0.7966 Epoch 174/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4308 - accuracy: 0.7966 Epoch 175/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4309 - accuracy: 0.7969 Epoch 176/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4309 - accuracy: 0.7968 Epoch 177/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4302 - accuracy: 0.7985 Epoch 178/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4309 - accuracy: 0.7951 Epoch 179/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4305 - accuracy: 0.7942 Epoch 180/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4304 - accuracy: 0.7980 Epoch 181/500 359/359 [==============================] - 0s 968us/step - loss: 0.4304 - accuracy: 0.7976 Epoch 182/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4305 - accuracy: 0.7973 Epoch 183/500 359/359 [==============================] - 0s 988us/step - loss: 0.4309 - accuracy: 0.7960 Epoch 184/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4299 - accuracy: 0.7969 Epoch 185/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4305 - accuracy: 0.7993: 0s - loss: 0.4330 - accuracy: 0. Epoch 186/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4304 - accuracy: 0.7953 Epoch 187/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4300 - accuracy: 0.7976 Epoch 188/500 359/359 [==============================] - 0s 984us/step - loss: 0.4298 - accuracy: 0.7972 Epoch 189/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4301 - accuracy: 0.7977 Epoch 190/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4300 - accuracy: 0.7976 Epoch 191/500 359/359 [==============================] - 0s 995us/step - loss: 0.4300 - accuracy: 0.7977 Epoch 192/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4302 - accuracy: 0.7963 Epoch 193/500 359/359 [==============================] - 0s 996us/step - loss: 0.4299 - accuracy: 0.7963 Epoch 194/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4301 - accuracy: 0.7979 Epoch 195/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4298 - accuracy: 0.7987 Epoch 196/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4296 - accuracy: 0.7977: 0s - loss: 0.4287 - accuracy: 0. Epoch 197/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4298 - accuracy: 0.7968 Epoch 198/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4294 - accuracy: 0.7962 Epoch 199/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4295 - accuracy: 0.7966 Epoch 200/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4292 - accuracy: 0.7979 Epoch 201/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7960 Epoch 202/500 359/359 [==============================] - 0s 932us/step - loss: 0.4292 - accuracy: 0.7984 Epoch 203/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4288 - accuracy: 0.7975 Epoch 204/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4293 - accuracy: 0.7973 Epoch 205/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7997 Epoch 206/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4292 - accuracy: 0.7976 Epoch 207/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4290 - accuracy: 0.7969 Epoch 208/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4290 - accuracy: 0.7951 Epoch 209/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4293 - accuracy: 0.7972 Epoch 210/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4288 - accuracy: 0.7977 Epoch 211/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4290 - accuracy: 0.7960 Epoch 212/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7968 Epoch 213/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4292 - accuracy: 0.8004 Epoch 214/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4287 - accuracy: 0.7989 Epoch 215/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4289 - accuracy: 0.7981 Epoch 216/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4289 - accuracy: 0.7973 Epoch 217/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7991 Epoch 218/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4287 - accuracy: 0.7976 Epoch 219/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4291 - accuracy: 0.7979 Epoch 220/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4283 - accuracy: 0.7983 Epoch 221/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4287 - accuracy: 0.7987 Epoch 222/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4290 - accuracy: 0.7976 Epoch 223/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4284 - accuracy: 0.7987 Epoch 224/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4285 - accuracy: 0.7982 Epoch 225/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4285 - accuracy: 0.7985 Epoch 226/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4284 - accuracy: 0.7989 Epoch 227/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4284 - accuracy: 0.7978 Epoch 228/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4284 - accuracy: 0.7978 Epoch 229/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4282 - accuracy: 0.7987 Epoch 230/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4286 - accuracy: 0.7952 Epoch 231/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.7992 Epoch 232/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4285 - accuracy: 0.7973 Epoch 233/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4283 - accuracy: 0.7996 Epoch 234/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4283 - accuracy: 0.7988 Epoch 235/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4283 - accuracy: 0.7993 Epoch 236/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7991 Epoch 237/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4283 - accuracy: 0.7995 Epoch 238/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7978 Epoch 239/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.7987 Epoch 240/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4281 - accuracy: 0.7977 Epoch 241/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4282 - accuracy: 0.7988 Epoch 242/500 359/359 [==============================] - 0s 992us/step - loss: 0.4282 - accuracy: 0.7984 Epoch 243/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.7956 Epoch 244/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4281 - accuracy: 0.7986 Epoch 245/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4281 - accuracy: 0.7976 Epoch 246/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4278 - accuracy: 0.7977 Epoch 247/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4282 - accuracy: 0.7997 Epoch 248/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.7976 Epoch 249/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4283 - accuracy: 0.7986 Epoch 250/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4275 - accuracy: 0.7980 Epoch 251/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.7978 Epoch 252/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4283 - accuracy: 0.7983 Epoch 253/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7983 Epoch 254/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4282 - accuracy: 0.7971 Epoch 255/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4275 - accuracy: 0.8002 Epoch 256/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4274 - accuracy: 0.7988 Epoch 257/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7983 Epoch 258/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4280 - accuracy: 0.7972 Epoch 259/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4281 - accuracy: 0.7985 Epoch 260/500 359/359 [==============================] - 0s 967us/step - loss: 0.4280 - accuracy: 0.7995 Epoch 261/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4277 - accuracy: 0.7978 Epoch 262/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7974 Epoch 263/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4278 - accuracy: 0.7989 Epoch 264/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7981 Epoch 265/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7974 Epoch 266/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7989 Epoch 267/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4278 - accuracy: 0.7973 Epoch 268/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7991 Epoch 269/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4274 - accuracy: 0.7997 Epoch 270/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4275 - accuracy: 0.7978 Epoch 271/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.8008: 0s - loss: 0.4242 - accuracy Epoch 272/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4278 - accuracy: 0.7989 Epoch 273/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7975: 0s - loss: 0.4304 - accuracy: 0.79 Epoch 274/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4275 - accuracy: 0.7983: 0s - loss: 0.4284 - accuracy: Epoch 275/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7983 Epoch 276/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7980 Epoch 277/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7986 Epoch 278/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7983 Epoch 279/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7984 Epoch 280/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7991 Epoch 281/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7993 Epoch 282/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4279 - accuracy: 0.7978 Epoch 283/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7966 Epoch 284/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7987 Epoch 285/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7990: 0s - loss: 0.4243 - accu Epoch 286/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.7980 Epoch 287/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7978 Epoch 288/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4272 - accuracy: 0.7995 Epoch 289/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7977 Epoch 290/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4276 - accuracy: 0.7961 Epoch 291/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4276 - accuracy: 0.7983 Epoch 292/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7973 Epoch 293/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4278 - accuracy: 0.7978 Epoch 294/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4275 - accuracy: 0.7982 Epoch 295/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.8015 Epoch 296/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7993 Epoch 297/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4274 - accuracy: 0.7997 Epoch 298/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4275 - accuracy: 0.7999 Epoch 299/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7973 Epoch 300/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.7990 Epoch 301/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7980 Epoch 302/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4277 - accuracy: 0.7985 Epoch 303/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4272 - accuracy: 0.7990 Epoch 304/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4269 - accuracy: 0.7980 Epoch 305/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7990 Epoch 306/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4270 - accuracy: 0.7999 Epoch 307/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.8004 Epoch 308/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4276 - accuracy: 0.7985 Epoch 309/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7991 Epoch 310/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4274 - accuracy: 0.8001 Epoch 311/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7994 Epoch 312/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4272 - accuracy: 0.7989 Epoch 313/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7971 Epoch 314/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4269 - accuracy: 0.7985 Epoch 315/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4269 - accuracy: 0.7992 Epoch 316/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7973 Epoch 317/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7997: 0s - loss: 0.4243 - accuracy: 0. Epoch 318/500 359/359 [==============================] - 0s 947us/step - loss: 0.4271 - accuracy: 0.7988 Epoch 319/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4277 - accuracy: 0.7977 Epoch 320/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.8000 Epoch 321/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7984 Epoch 322/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4270 - accuracy: 0.7994 Epoch 323/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.7996 Epoch 324/500 359/359 [==============================] - 0s 996us/step - loss: 0.4270 - accuracy: 0.7981 Epoch 325/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7980 Epoch 326/500 359/359 [==============================] - 0s 965us/step - loss: 0.4267 - accuracy: 0.8002 Epoch 327/500 359/359 [==============================] - 0s 975us/step - loss: 0.4265 - accuracy: 0.7988 Epoch 328/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.7983 Epoch 329/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7979 Epoch 330/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7972 Epoch 331/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7975 Epoch 332/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7989 Epoch 333/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.7996 Epoch 334/500 359/359 [==============================] - 0s 992us/step - loss: 0.4276 - accuracy: 0.7978 Epoch 335/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7991 Epoch 336/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4274 - accuracy: 0.8007 Epoch 337/500 359/359 [==============================] - 0s 970us/step - loss: 0.4270 - accuracy: 0.8006 Epoch 338/500 359/359 [==============================] - 0s 986us/step - loss: 0.4269 - accuracy: 0.7985 Epoch 339/500 359/359 [==============================] - 0s 943us/step - loss: 0.4271 - accuracy: 0.7983 Epoch 340/500 359/359 [==============================] - 0s 939us/step - loss: 0.4275 - accuracy: 0.7970 Epoch 341/500 359/359 [==============================] - 0s 985us/step - loss: 0.4265 - accuracy: 0.79710s - loss: 0.4293 - accuracy: 0.79 Epoch 342/500 359/359 [==============================] - 0s 958us/step - loss: 0.4269 - accuracy: 0.7989 Epoch 343/500 359/359 [==============================] - 0s 930us/step - loss: 0.4271 - accuracy: 0.7999 Epoch 344/500 359/359 [==============================] - 0s 944us/step - loss: 0.4268 - accuracy: 0.7985 Epoch 345/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4275 - accuracy: 0.7984 Epoch 346/500 359/359 [==============================] - 0s 998us/step - loss: 0.4271 - accuracy: 0.7983 Epoch 347/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4263 - accuracy: 0.7996 Epoch 348/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.7970 Epoch 349/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7979 Epoch 350/500 359/359 [==============================] - 0s 972us/step - loss: 0.4271 - accuracy: 0.7991 Epoch 351/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7976 Epoch 352/500 359/359 [==============================] - 0s 967us/step - loss: 0.4266 - accuracy: 0.7981 Epoch 353/500 359/359 [==============================] - 0s 972us/step - loss: 0.4270 - accuracy: 0.7997 Epoch 354/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7957 Epoch 355/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.8004 Epoch 356/500 359/359 [==============================] - 0s 956us/step - loss: 0.4276 - accuracy: 0.7969 Epoch 357/500 359/359 [==============================] - 0s 950us/step - loss: 0.4274 - accuracy: 0.7992 Epoch 358/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4268 - accuracy: 0.7998 Epoch 359/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7992 Epoch 360/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4273 - accuracy: 0.7997 Epoch 361/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4268 - accuracy: 0.7988 Epoch 362/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4271 - accuracy: 0.7977 Epoch 363/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7997 Epoch 364/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4266 - accuracy: 0.7998 Epoch 365/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4268 - accuracy: 0.8005 Epoch 366/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7984 Epoch 367/500 359/359 [==============================] - 0s 961us/step - loss: 0.4266 - accuracy: 0.7978 Epoch 368/500 359/359 [==============================] - 0s 962us/step - loss: 0.4268 - accuracy: 0.7992 Epoch 369/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7998 Epoch 370/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.7987 Epoch 371/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7982 Epoch 372/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4266 - accuracy: 0.7988 Epoch 373/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7974 Epoch 374/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7995 Epoch 375/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.7994 Epoch 376/500 359/359 [==============================] - 0s 976us/step - loss: 0.4268 - accuracy: 0.7989 Epoch 377/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4268 - accuracy: 0.7992 Epoch 378/500 359/359 [==============================] - 0s 983us/step - loss: 0.4268 - accuracy: 0.7997 Epoch 379/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7988 Epoch 380/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4264 - accuracy: 0.7984 Epoch 381/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7986 Epoch 382/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7997 Epoch 383/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4270 - accuracy: 0.7983 Epoch 384/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.8000 Epoch 385/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7983 Epoch 386/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4266 - accuracy: 0.7980 Epoch 387/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7990 Epoch 388/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7990 Epoch 389/500 359/359 [==============================] - 0s 991us/step - loss: 0.4266 - accuracy: 0.7979 Epoch 390/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7982 Epoch 391/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4268 - accuracy: 0.7983 Epoch 392/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4263 - accuracy: 0.8011 Epoch 393/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7979 Epoch 394/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4259 - accuracy: 0.7973 Epoch 395/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4270 - accuracy: 0.7981 Epoch 396/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7973 Epoch 397/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7994 Epoch 398/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4266 - accuracy: 0.7984 Epoch 399/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7988: 0s - loss: 0.4248 - accuracy: 0.79 Epoch 400/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4273 - accuracy: 0.8001 Epoch 401/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4268 - accuracy: 0.8008 Epoch 402/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4271 - accuracy: 0.7987 Epoch 403/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4272 - accuracy: 0.7986 Epoch 404/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7981 Epoch 405/500 359/359 [==============================] - 0s 1000us/step - loss: 0.4266 - accuracy: 0.7976 Epoch 406/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4268 - accuracy: 0.7984 Epoch 407/500 359/359 [==============================] - 0s 996us/step - loss: 0.4266 - accuracy: 0.7999 Epoch 408/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4269 - accuracy: 0.7987 Epoch 409/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4270 - accuracy: 0.7976 Epoch 410/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7998 Epoch 411/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7992 Epoch 412/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7975 Epoch 413/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7979 Epoch 414/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4271 - accuracy: 0.7974 Epoch 415/500 359/359 [==============================] - 0s 928us/step - loss: 0.4263 - accuracy: 0.7977 Epoch 416/500 359/359 [==============================] - 0s 882us/step - loss: 0.4265 - accuracy: 0.7985 Epoch 417/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4260 - accuracy: 0.8010 Epoch 418/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4262 - accuracy: 0.7972 Epoch 419/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7974 Epoch 420/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4260 - accuracy: 0.7996: 0s - loss: 0.4262 - accuracy: 0. Epoch 421/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4264 - accuracy: 0.7990 Epoch 422/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4266 - accuracy: 0.7983 Epoch 423/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4261 - accuracy: 0.7990 Epoch 424/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4264 - accuracy: 0.7985 Epoch 425/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4262 - accuracy: 0.7986 Epoch 426/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7981 Epoch 427/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.7980 Epoch 428/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7972 Epoch 429/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4262 - accuracy: 0.7976 Epoch 430/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.7999 Epoch 431/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7983 Epoch 432/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7970 Epoch 433/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.7978 Epoch 434/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.8006 Epoch 435/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4265 - accuracy: 0.7979 Epoch 436/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7965 Epoch 437/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4268 - accuracy: 0.7983 Epoch 438/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4266 - accuracy: 0.7983 Epoch 439/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4260 - accuracy: 0.7995 Epoch 440/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4259 - accuracy: 0.7983 Epoch 441/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.7996 Epoch 442/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4264 - accuracy: 0.7986 Epoch 443/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4265 - accuracy: 0.7988: 0s - loss: 0.4278 - ac Epoch 444/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4264 - accuracy: 0.7976 Epoch 445/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4262 - accuracy: 0.7998 Epoch 446/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4258 - accuracy: 0.7968 Epoch 447/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4264 - accuracy: 0.7990 Epoch 448/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4262 - accuracy: 0.7988 Epoch 449/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4267 - accuracy: 0.7978 Epoch 450/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4263 - accuracy: 0.7991: 0s - loss: 0.4285 - accuracy: Epoch 451/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4262 - accuracy: 0.7989 Epoch 452/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7993 Epoch 453/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7996 Epoch 454/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7992 Epoch 455/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7994 Epoch 456/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.8002 Epoch 457/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4265 - accuracy: 0.7974 Epoch 458/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4263 - accuracy: 0.7981 Epoch 459/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4260 - accuracy: 0.7991 Epoch 460/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4259 - accuracy: 0.8001 Epoch 461/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7997 Epoch 462/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4267 - accuracy: 0.7997 Epoch 463/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7994 Epoch 464/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4257 - accuracy: 0.7996: 0s - loss: 0.4259 - accuracy: 0.79 Epoch 465/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4266 - accuracy: 0.7973 Epoch 466/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4254 - accuracy: 0.8003 Epoch 467/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4257 - accuracy: 0.7986 Epoch 468/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4259 - accuracy: 0.7984 Epoch 469/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7998 Epoch 470/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7973 Epoch 471/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4255 - accuracy: 0.7986 Epoch 472/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4255 - accuracy: 0.8013 Epoch 473/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4260 - accuracy: 0.7978 Epoch 474/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7978 Epoch 475/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4254 - accuracy: 0.7995 Epoch 476/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4263 - accuracy: 0.7986 Epoch 477/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7980 Epoch 478/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4254 - accuracy: 0.7970 Epoch 479/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7994 Epoch 480/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7966 Epoch 481/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4260 - accuracy: 0.7985 Epoch 482/500 359/359 [==============================] - 0s 976us/step - loss: 0.4254 - accuracy: 0.7980 Epoch 483/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4260 - accuracy: 0.7983 Epoch 484/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4253 - accuracy: 0.7991 Epoch 485/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4253 - accuracy: 0.7988 Epoch 486/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4261 - accuracy: 0.7975 Epoch 487/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4259 - accuracy: 0.7971 Epoch 488/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4255 - accuracy: 0.7989 Epoch 489/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4253 - accuracy: 0.7981 Epoch 490/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4257 - accuracy: 0.7983 Epoch 491/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4259 - accuracy: 0.7966 Epoch 492/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4252 - accuracy: 0.7983 Epoch 493/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4261 - accuracy: 0.7977 Epoch 494/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4256 - accuracy: 0.7992 Epoch 495/500 359/359 [==============================] - 0s 960us/step - loss: 0.4255 - accuracy: 0.7981 Epoch 496/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4257 - accuracy: 0.7971 Epoch 497/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4255 - accuracy: 0.7976 Epoch 498/500 359/359 [==============================] - 0s 937us/step - loss: 0.4253 - accuracy: 0.7987 Epoch 499/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7992 Epoch 500/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4258 - accuracy: 0.7987 Epoch 1/500 359/359 [==============================] - 0s 1ms/step - loss: 0.6456 - accuracy: 0.6261 Epoch 2/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5556 - accuracy: 0.7407: 0s - loss: 0.5575 - accuracy: 0.74 Epoch 3/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5192 - accuracy: 0.7553 Epoch 4/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4937 - accuracy: 0.7634 Epoch 5/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4800 - accuracy: 0.7681 Epoch 6/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4734 - accuracy: 0.7664 Epoch 7/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4693 - accuracy: 0.7688 Epoch 8/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4666 - accuracy: 0.7691 Epoch 9/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4641 - accuracy: 0.7679 Epoch 10/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4624 - accuracy: 0.7716 Epoch 11/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4609 - accuracy: 0.7714 Epoch 12/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4603 - accuracy: 0.7720 Epoch 13/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4601 - accuracy: 0.7721 Epoch 14/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4595 - accuracy: 0.7725 Epoch 15/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4593 - accuracy: 0.7723 Epoch 16/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4587 - accuracy: 0.7733 Epoch 17/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4589 - accuracy: 0.7725 Epoch 18/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4583 - accuracy: 0.7729 Epoch 19/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4585 - accuracy: 0.7718 Epoch 20/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4586 - accuracy: 0.7707 Epoch 21/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4580 - accuracy: 0.7728 Epoch 22/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4578 - accuracy: 0.7739: 0s - loss: 0.4572 - accuracy: 0.77 Epoch 23/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4582 - accuracy: 0.7725 Epoch 24/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4578 - accuracy: 0.7710 Epoch 25/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4575 - accuracy: 0.7730 Epoch 26/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7744 Epoch 27/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4580 - accuracy: 0.7730 Epoch 28/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4582 - accuracy: 0.7735 Epoch 29/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7712 Epoch 30/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4570 - accuracy: 0.7725 Epoch 31/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4578 - accuracy: 0.7735 Epoch 32/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7730 Epoch 33/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4577 - accuracy: 0.7744 Epoch 34/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7730 Epoch 35/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4572 - accuracy: 0.7753 Epoch 36/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4577 - accuracy: 0.7753 Epoch 37/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7744 Epoch 38/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4576 - accuracy: 0.7735 Epoch 39/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7753 Epoch 40/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7746 Epoch 41/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7745 Epoch 42/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4574 - accuracy: 0.7744 Epoch 43/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7753 Epoch 44/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4572 - accuracy: 0.7740 Epoch 45/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7727 Epoch 46/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4570 - accuracy: 0.7746 Epoch 47/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7739 Epoch 48/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7750 Epoch 49/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7740 Epoch 50/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7759 Epoch 51/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7738 Epoch 52/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7741 Epoch 53/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7753 Epoch 54/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4570 - accuracy: 0.7763 Epoch 55/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7735 Epoch 56/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7751 Epoch 57/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7750 Epoch 58/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7749 Epoch 59/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7754 Epoch 60/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7746 Epoch 61/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7750 Epoch 62/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7741 Epoch 63/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7750 Epoch 64/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7744 Epoch 65/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7748 Epoch 66/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7736 Epoch 67/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7753 Epoch 68/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7751 Epoch 69/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7746 Epoch 70/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7764 Epoch 71/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7754 Epoch 72/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4561 - accuracy: 0.7751 Epoch 73/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7746 Epoch 74/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7774 Epoch 75/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7735 Epoch 76/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7774 Epoch 77/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4558 - accuracy: 0.7769 Epoch 78/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7749 Epoch 79/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4561 - accuracy: 0.7773 Epoch 80/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7770 Epoch 81/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7765 Epoch 82/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7766 Epoch 83/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7746 Epoch 84/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7766 Epoch 85/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7760 Epoch 86/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7759 Epoch 87/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7761 Epoch 88/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7765 Epoch 89/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7760 Epoch 90/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7758 Epoch 91/500 359/359 [==============================] - 0s 944us/step - loss: 0.4556 - accuracy: 0.7771 Epoch 92/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7732 Epoch 93/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7759 Epoch 94/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7758 Epoch 95/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7749 Epoch 96/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7750 Epoch 97/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7758 Epoch 98/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7751 Epoch 99/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7737 Epoch 100/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7768 Epoch 101/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7755 Epoch 102/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4555 - accuracy: 0.7741 Epoch 103/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7758 Epoch 104/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7770 Epoch 105/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7765 Epoch 106/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7761 Epoch 107/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7759 Epoch 108/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7766 Epoch 109/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7750 Epoch 110/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7778 Epoch 111/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7758 Epoch 112/500 359/359 [==============================] - 0s 977us/step - loss: 0.4551 - accuracy: 0.7766 Epoch 113/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7756 Epoch 114/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7760 Epoch 115/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7773 Epoch 116/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7762 Epoch 117/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7770 Epoch 118/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7780 Epoch 119/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7768 Epoch 120/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7746 Epoch 121/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7791 Epoch 122/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7765 Epoch 123/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7754 Epoch 124/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4553 - accuracy: 0.7768 Epoch 125/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7772 Epoch 126/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7773 Epoch 127/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7780 Epoch 128/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7774 Epoch 129/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4545 - accuracy: 0.7787 Epoch 130/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4545 - accuracy: 0.7776 Epoch 131/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7781 Epoch 132/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7760 Epoch 133/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7777 Epoch 134/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7759 Epoch 135/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7773 Epoch 136/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7780 Epoch 137/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4545 - accuracy: 0.7739: 0s - loss: 0.4511 - accuracy: Epoch 138/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7773 Epoch 139/500 359/359 [==============================] - 0s 977us/step - loss: 0.4543 - accuracy: 0.7780 Epoch 140/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4544 - accuracy: 0.7772 Epoch 141/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4538 - accuracy: 0.7756 Epoch 142/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7758 Epoch 143/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7771 Epoch 144/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7769 Epoch 145/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7764 Epoch 146/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7787 Epoch 147/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4542 - accuracy: 0.7761 Epoch 148/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4545 - accuracy: 0.7757 Epoch 149/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4538 - accuracy: 0.7762 Epoch 150/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7766 Epoch 151/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7749 Epoch 152/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4544 - accuracy: 0.7763 Epoch 153/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7767 Epoch 154/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4537 - accuracy: 0.7776: 0s - loss: 0.4476 - accuracy Epoch 155/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7784 Epoch 156/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7761 Epoch 157/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7755 Epoch 158/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4537 - accuracy: 0.7774 Epoch 159/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4534 - accuracy: 0.7766 Epoch 160/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7777 Epoch 161/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4539 - accuracy: 0.7766 Epoch 162/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4536 - accuracy: 0.7793 Epoch 163/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7773 Epoch 164/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4538 - accuracy: 0.7773 Epoch 165/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4537 - accuracy: 0.7782 Epoch 166/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4533 - accuracy: 0.7782 Epoch 167/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4536 - accuracy: 0.7778 Epoch 168/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4534 - accuracy: 0.7758 Epoch 169/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4537 - accuracy: 0.7769 Epoch 170/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4530 - accuracy: 0.7780 Epoch 171/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4531 - accuracy: 0.7776 Epoch 172/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4533 - accuracy: 0.7761 Epoch 173/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7770 Epoch 174/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4531 - accuracy: 0.7774 Epoch 175/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7771 Epoch 176/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4529 - accuracy: 0.7771 Epoch 177/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7770 Epoch 178/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4531 - accuracy: 0.7780 Epoch 179/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7788 Epoch 180/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4528 - accuracy: 0.7772 Epoch 181/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4527 - accuracy: 0.7766 Epoch 182/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4530 - accuracy: 0.7757 Epoch 183/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4523 - accuracy: 0.7773 Epoch 184/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4528 - accuracy: 0.7779 Epoch 185/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4529 - accuracy: 0.7768 Epoch 186/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4523 - accuracy: 0.7758 Epoch 187/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4524 - accuracy: 0.7766 Epoch 188/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7780 Epoch 189/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4530 - accuracy: 0.7760 Epoch 190/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7773 Epoch 191/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7775 Epoch 192/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7766 Epoch 193/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4520 - accuracy: 0.7778 Epoch 194/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4524 - accuracy: 0.7786 Epoch 195/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7769 Epoch 196/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4521 - accuracy: 0.7776 Epoch 197/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4516 - accuracy: 0.7779 Epoch 198/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4518 - accuracy: 0.7772 Epoch 199/500 359/359 [==============================] - 0s 844us/step - loss: 0.4516 - accuracy: 0.7767 Epoch 200/500 359/359 [==============================] - 0s 848us/step - loss: 0.4524 - accuracy: 0.7775 Epoch 201/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7775 Epoch 202/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7772 Epoch 203/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4520 - accuracy: 0.7784 Epoch 204/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4518 - accuracy: 0.7792 Epoch 205/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4518 - accuracy: 0.7776 Epoch 206/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4519 - accuracy: 0.7766 Epoch 207/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4513 - accuracy: 0.7790 Epoch 208/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4518 - accuracy: 0.7770 Epoch 209/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7773 Epoch 210/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4519 - accuracy: 0.7773 Epoch 211/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4517 - accuracy: 0.7768 Epoch 212/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4515 - accuracy: 0.7777 Epoch 213/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7778 Epoch 214/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4515 - accuracy: 0.7800 Epoch 215/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7786 Epoch 216/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7792 Epoch 217/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7768 Epoch 218/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7779 Epoch 219/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7773 Epoch 220/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7775 Epoch 221/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7757 Epoch 222/500 359/359 [==============================] - 0s 996us/step - loss: 0.4506 - accuracy: 0.7787 Epoch 223/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7773 Epoch 224/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7766 Epoch 225/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7767 Epoch 226/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4505 - accuracy: 0.7782 Epoch 227/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7793 Epoch 228/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7758: 0s - loss: 0.4478 - accuracy Epoch 229/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7786 Epoch 230/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7778 Epoch 231/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7780 Epoch 232/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7771 Epoch 233/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7779 Epoch 234/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7777 Epoch 235/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7780 Epoch 236/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7775 Epoch 237/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7754 Epoch 238/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7774 Epoch 239/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7759 Epoch 240/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7763 Epoch 241/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7793: 0s - loss: 0.4523 - accuracy: 0.77 Epoch 242/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7771 Epoch 243/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7778 Epoch 244/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7785 Epoch 245/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4506 - accuracy: 0.7787 Epoch 246/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7785 Epoch 247/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7776 Epoch 248/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7788 Epoch 249/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7768 Epoch 250/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7780 Epoch 251/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7769: 0s - loss: 0.4504 - accuracy: Epoch 252/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7783 Epoch 253/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7786 Epoch 254/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7777 Epoch 255/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7767 Epoch 256/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7780 Epoch 257/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7773 Epoch 258/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7764 Epoch 259/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7765: 0s - loss: 0.4496 - accuracy: 0.77 Epoch 260/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7785 Epoch 261/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7793 Epoch 262/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7793: 0s - loss: 0.4518 - accura Epoch 263/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7789 Epoch 264/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7778 Epoch 265/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7793 Epoch 266/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7783 Epoch 267/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4494 - accuracy: 0.7769 Epoch 268/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7793 Epoch 269/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7785 Epoch 270/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7781: 0s - loss: 0.4554 - accuracy: Epoch 271/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7793 Epoch 272/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7783: 0s - loss: 0.4468 - accuracy: 0. Epoch 273/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7781 Epoch 274/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7786 Epoch 275/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7785 Epoch 276/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7802 Epoch 277/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7781: 0s - loss: 0.4470 - accuracy: Epoch 278/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7790 Epoch 279/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7776 Epoch 280/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7767 Epoch 281/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7786: 0s - loss: 0.4518 - accuracy Epoch 282/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7773 Epoch 283/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7774 Epoch 284/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7766 Epoch 285/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7798 Epoch 286/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7769 Epoch 287/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7785 Epoch 288/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7773 Epoch 289/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7785 Epoch 290/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7801 Epoch 291/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7779 Epoch 292/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7780 Epoch 293/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7798 Epoch 294/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7791 Epoch 295/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7785 Epoch 296/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7777 Epoch 297/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4492 - accuracy: 0.7776 Epoch 298/500 359/359 [==============================] - 0s 996us/step - loss: 0.4491 - accuracy: 0.7772 Epoch 299/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7780 Epoch 300/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7788 Epoch 301/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7785 Epoch 302/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7781 Epoch 303/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7782 Epoch 304/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7773 Epoch 305/500 359/359 [==============================] - 0s 998us/step - loss: 0.4489 - accuracy: 0.7780 Epoch 306/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7787 Epoch 307/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7793 Epoch 308/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7798 Epoch 309/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7778: 0s - loss: 0.4453 - accuracy: 0.78 Epoch 310/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7783 Epoch 311/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7794 Epoch 312/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7787 Epoch 313/500 359/359 [==============================] - 0s 994us/step - loss: 0.4486 - accuracy: 0.7785 Epoch 314/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7795 Epoch 315/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7786 Epoch 316/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7800 Epoch 317/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7799 Epoch 318/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7794 Epoch 319/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7774 Epoch 320/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7787 Epoch 321/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7797 Epoch 322/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7773 Epoch 323/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7801 Epoch 324/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7773: 0s - loss: 0.4507 - accuracy Epoch 325/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7802 Epoch 326/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7797 Epoch 327/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7777 Epoch 328/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7780 Epoch 329/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7813 Epoch 330/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7790 Epoch 331/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7774: 0s - loss: 0.4482 - accuracy: 0. Epoch 332/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7775 Epoch 333/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7791 Epoch 334/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7766 Epoch 335/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7800 Epoch 336/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7784 Epoch 337/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7779 Epoch 338/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7777 Epoch 339/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7777 Epoch 340/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7795 Epoch 341/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7782 Epoch 342/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4476 - accuracy: 0.7786 Epoch 343/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7782 Epoch 344/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7794 Epoch 345/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7795: 0s - loss: 0.4480 - accuracy: 0.78 Epoch 346/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7794 Epoch 347/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7796 Epoch 348/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7794 Epoch 349/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7793 Epoch 350/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7795 Epoch 351/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7793 Epoch 352/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7795 Epoch 353/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7780 Epoch 354/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7789 Epoch 355/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7796 Epoch 356/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7792 Epoch 357/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7802 Epoch 358/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7820 Epoch 359/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7790 Epoch 360/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7781 Epoch 361/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7777 Epoch 362/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7790 Epoch 363/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7802 Epoch 364/500 359/359 [==============================] - 0s 994us/step - loss: 0.4485 - accuracy: 0.7805 Epoch 365/500 359/359 [==============================] - 0s 971us/step - loss: 0.4484 - accuracy: 0.7762 Epoch 366/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7800 Epoch 367/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7800 Epoch 368/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7785 Epoch 369/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7795 Epoch 370/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7789 Epoch 371/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7801 Epoch 372/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7808 Epoch 373/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7793 Epoch 374/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7774 Epoch 375/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7787 Epoch 376/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7778 Epoch 377/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7784 Epoch 378/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7786 Epoch 379/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7789 Epoch 380/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7808 Epoch 381/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7773 Epoch 382/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7820 Epoch 383/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7787 Epoch 384/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7812 Epoch 385/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7786 Epoch 386/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7786 Epoch 387/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7789 Epoch 388/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7786 Epoch 389/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7796 Epoch 390/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7783 Epoch 391/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7772 Epoch 392/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7778 Epoch 393/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7810 Epoch 394/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7774 Epoch 395/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7814 Epoch 396/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7784 Epoch 397/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7793 Epoch 398/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7789 Epoch 399/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7791 Epoch 400/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7809 Epoch 401/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7815 Epoch 402/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7800 Epoch 403/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7783 Epoch 404/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7770 Epoch 405/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7797 Epoch 406/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7793 Epoch 407/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4483 - accuracy: 0.7803 Epoch 408/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7809 Epoch 409/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7770 Epoch 410/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7767 Epoch 411/500 359/359 [==============================] - 0s 990us/step - loss: 0.4483 - accuracy: 0.7813 Epoch 412/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7792 Epoch 413/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7806 Epoch 414/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7797 Epoch 415/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7794 Epoch 416/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7782 Epoch 417/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7795 Epoch 418/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7783 Epoch 419/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7771 Epoch 420/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7805 Epoch 421/500 359/359 [==============================] - 0s 970us/step - loss: 0.4481 - accuracy: 0.7801 Epoch 422/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7778 Epoch 423/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7790 Epoch 424/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7780 Epoch 425/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7809 Epoch 426/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7793 Epoch 427/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7790 Epoch 428/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7785 Epoch 429/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7803 Epoch 430/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7804 Epoch 431/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7787 Epoch 432/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7800 Epoch 433/500 359/359 [==============================] - 0s 964us/step - loss: 0.4479 - accuracy: 0.7793 Epoch 434/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7780: 0s - loss: 0.4480 - accuracy: 0.77 Epoch 435/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7794 Epoch 436/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7809 Epoch 437/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7797 Epoch 438/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7796 Epoch 439/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7783 Epoch 440/500 359/359 [==============================] - 0s 963us/step - loss: 0.4483 - accuracy: 0.7810 Epoch 441/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7790 Epoch 442/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7788 Epoch 443/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7814 Epoch 444/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7809 Epoch 445/500 359/359 [==============================] - 0s 985us/step - loss: 0.4477 - accuracy: 0.7774 Epoch 446/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7788 Epoch 447/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7782 Epoch 448/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7802 Epoch 449/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7800 Epoch 450/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7784 Epoch 451/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4478 - accuracy: 0.7801 Epoch 452/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7795 Epoch 453/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7795 Epoch 454/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7793 Epoch 455/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7797 Epoch 456/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7822 Epoch 457/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7799 Epoch 458/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7800 Epoch 459/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7801 Epoch 460/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7793 Epoch 461/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7782 Epoch 462/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7782 Epoch 463/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7788 Epoch 464/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7806 Epoch 465/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7790 Epoch 466/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7786 Epoch 467/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7788 Epoch 468/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7798 Epoch 469/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7811 Epoch 470/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7793 Epoch 471/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7780 Epoch 472/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7786 Epoch 473/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7789 Epoch 474/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7782 Epoch 475/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7794 Epoch 476/500 359/359 [==============================] - 0s 981us/step - loss: 0.4481 - accuracy: 0.7785 Epoch 477/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4476 - accuracy: 0.7793 Epoch 478/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7782 Epoch 479/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7800 Epoch 480/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7791 Epoch 481/500 359/359 [==============================] - 0s 960us/step - loss: 0.4480 - accuracy: 0.7795 Epoch 482/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7806 Epoch 483/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4477 - accuracy: 0.7778 Epoch 484/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7794 Epoch 485/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7797 Epoch 486/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7786 Epoch 487/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7808 Epoch 488/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7795 Epoch 489/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7798 Epoch 490/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7801 Epoch 491/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7783 Epoch 492/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7787 Epoch 493/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7790 Epoch 494/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7823 Epoch 495/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7795 Epoch 496/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7787 Epoch 497/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7794 Epoch 498/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4478 - accuracy: 0.7809 Epoch 499/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7788 Epoch 500/500 359/359 [==============================] - 0s 809us/step - loss: 0.4479 - accuracy: 0.7803 Epoch 1/500 359/359 [==============================] - 1s 2ms/step - loss: 0.6649 - accuracy: 0.6558 Epoch 2/500 359/359 [==============================] - 1s 2ms/step - loss: 0.5967 - accuracy: 0.7307 Epoch 3/500 359/359 [==============================] - 1s 1ms/step - loss: 0.5690 - accuracy: 0.7404 Epoch 4/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5498 - accuracy: 0.7476 Epoch 5/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5341 - accuracy: 0.7515: 0s - loss: 0.5348 - accuracy: 0.75 Epoch 6/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5226 - accuracy: 0.7556 Epoch 7/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5139 - accuracy: 0.7596 Epoch 8/500 359/359 [==============================] - 1s 1ms/step - loss: 0.5074 - accuracy: 0.7618 Epoch 9/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5024 - accuracy: 0.7631 Epoch 10/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4982 - accuracy: 0.7631 Epoch 11/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4946 - accuracy: 0.7672 Epoch 12/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4919 - accuracy: 0.7663 Epoch 13/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4894 - accuracy: 0.7674 Epoch 14/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4872 - accuracy: 0.7698 Epoch 15/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4858 - accuracy: 0.7686 Epoch 16/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4844 - accuracy: 0.7706 Epoch 17/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4831 - accuracy: 0.7720 Epoch 18/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4827 - accuracy: 0.7710 Epoch 19/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4806 - accuracy: 0.7756 Epoch 20/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4808 - accuracy: 0.7710 Epoch 21/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4796 - accuracy: 0.7736 Epoch 22/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4788 - accuracy: 0.7744 Epoch 23/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4791 - accuracy: 0.7751 Epoch 24/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4779 - accuracy: 0.7745 Epoch 25/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4778 - accuracy: 0.7743 Epoch 26/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4772 - accuracy: 0.7745 Epoch 27/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4770 - accuracy: 0.7750 Epoch 28/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4765 - accuracy: 0.7742 Epoch 29/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4766 - accuracy: 0.7752 Epoch 30/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4761 - accuracy: 0.7756 Epoch 31/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4764 - accuracy: 0.7748 Epoch 32/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4761 - accuracy: 0.7779 Epoch 33/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4759 - accuracy: 0.7728 Epoch 34/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4759 - accuracy: 0.7739 Epoch 35/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4755 - accuracy: 0.7757: 0s - loss: 0.4726 - accuracy Epoch 36/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4756 - accuracy: 0.7739 Epoch 37/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4753 - accuracy: 0.7752: 0s - loss: 0.4729 - accuracy: Epoch 38/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4753 - accuracy: 0.7742 Epoch 39/500 359/359 [==============================] - 0s 965us/step - loss: 0.4751 - accuracy: 0.7749 Epoch 40/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4745 - accuracy: 0.7759 Epoch 41/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4745 - accuracy: 0.7746 Epoch 42/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4743 - accuracy: 0.7766: 0s - loss: 0.4724 - accuracy: 0.77 Epoch 43/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4744 - accuracy: 0.7734 Epoch 44/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4740 - accuracy: 0.7739 Epoch 45/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4735 - accuracy: 0.7736 Epoch 46/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4727 - accuracy: 0.7719 Epoch 47/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4714 - accuracy: 0.7725 Epoch 48/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4709 - accuracy: 0.7740 Epoch 49/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4695 - accuracy: 0.7751 Epoch 50/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4693 - accuracy: 0.7732 Epoch 51/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4682 - accuracy: 0.7736 Epoch 52/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4671 - accuracy: 0.7735 Epoch 53/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4670 - accuracy: 0.7714 Epoch 54/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4662 - accuracy: 0.7739 Epoch 55/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4649 - accuracy: 0.7724 Epoch 56/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4645 - accuracy: 0.7717 Epoch 57/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4644 - accuracy: 0.7753 Epoch 58/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4636 - accuracy: 0.7749 Epoch 59/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4634 - accuracy: 0.7751 Epoch 60/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4629 - accuracy: 0.7736 Epoch 61/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4624 - accuracy: 0.7727 Epoch 62/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4620 - accuracy: 0.7736 Epoch 63/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4617 - accuracy: 0.7737 Epoch 64/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4614 - accuracy: 0.7728 Epoch 65/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4609 - accuracy: 0.7741 Epoch 66/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4610 - accuracy: 0.7743 Epoch 67/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4603 - accuracy: 0.7734 Epoch 68/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4595 - accuracy: 0.7736 Epoch 69/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4598 - accuracy: 0.7710 Epoch 70/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4593 - accuracy: 0.7738 Epoch 71/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4589 - accuracy: 0.7746 Epoch 72/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4590 - accuracy: 0.7741 Epoch 73/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4586 - accuracy: 0.7706 Epoch 74/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4588 - accuracy: 0.7729 Epoch 75/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4585 - accuracy: 0.7729 Epoch 76/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4581 - accuracy: 0.7743 Epoch 77/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4575 - accuracy: 0.7748 Epoch 78/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4575 - accuracy: 0.7739 Epoch 79/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4584 - accuracy: 0.7753 Epoch 80/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4571 - accuracy: 0.7738 Epoch 81/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4578 - accuracy: 0.7755: 0s - loss: 0.4556 - accuracy: 0.77 Epoch 82/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7741 Epoch 83/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4570 - accuracy: 0.7736 Epoch 84/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7742 Epoch 85/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7759 Epoch 86/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7744 Epoch 87/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7744 Epoch 88/500 359/359 [==============================] - 0s 1000us/step - loss: 0.4561 - accuracy: 0.7759 Epoch 89/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4564 - accuracy: 0.7740 Epoch 90/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7742 Epoch 91/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4556 - accuracy: 0.7746 Epoch 92/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7777 Epoch 93/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7766: 0s - loss: 0.4545 - accuracy: 0.77 Epoch 94/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7751 Epoch 95/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7746 Epoch 96/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7771: 0s - loss: 0.4537 - accuracy: 0. Epoch 97/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7731 Epoch 98/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7762 Epoch 99/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7759 Epoch 100/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4542 - accuracy: 0.7746 Epoch 101/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7759 Epoch 102/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4547 - accuracy: 0.7771 Epoch 103/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4538 - accuracy: 0.7779 Epoch 104/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7748 Epoch 105/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4539 - accuracy: 0.7792 Epoch 106/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4535 - accuracy: 0.7780 Epoch 107/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4531 - accuracy: 0.7785 Epoch 108/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4531 - accuracy: 0.7793 Epoch 109/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4534 - accuracy: 0.7786 Epoch 110/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4535 - accuracy: 0.7795 Epoch 111/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4533 - accuracy: 0.7770 Epoch 112/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7778 Epoch 113/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4527 - accuracy: 0.7783 Epoch 114/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4536 - accuracy: 0.7773 Epoch 115/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4527 - accuracy: 0.7762 Epoch 116/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4525 - accuracy: 0.7779 Epoch 117/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4520 - accuracy: 0.7781 Epoch 118/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4523 - accuracy: 0.7763 Epoch 119/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7779 Epoch 120/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4530 - accuracy: 0.7768 Epoch 121/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4524 - accuracy: 0.7782 Epoch 122/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4517 - accuracy: 0.7792: 0s - loss: 0.4453 - accuracy: 0. Epoch 123/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7775 Epoch 124/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4523 - accuracy: 0.7774 Epoch 125/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7789: 0s - loss: 0.4515 - accuracy: 0. Epoch 126/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4526 - accuracy: 0.7775 Epoch 127/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4519 - accuracy: 0.7789 Epoch 128/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4524 - accuracy: 0.7779 Epoch 129/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7796 Epoch 130/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7774 Epoch 131/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4524 - accuracy: 0.7789 Epoch 132/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4517 - accuracy: 0.7768 Epoch 133/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4517 - accuracy: 0.7785 Epoch 134/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7807: 0s - loss: 0.4527 - accuracy: 0.77 Epoch 135/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4515 - accuracy: 0.7791 Epoch 136/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7815 Epoch 137/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7784 Epoch 138/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4520 - accuracy: 0.7768 Epoch 139/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7798 Epoch 140/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4518 - accuracy: 0.7793 Epoch 141/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7790 Epoch 142/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7794 Epoch 143/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7778 Epoch 144/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4515 - accuracy: 0.7783 Epoch 145/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7784 Epoch 146/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4515 - accuracy: 0.7799 Epoch 147/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7797 Epoch 148/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7814 Epoch 149/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7785 Epoch 150/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4514 - accuracy: 0.7786 Epoch 151/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7788 Epoch 152/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7776 Epoch 153/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4503 - accuracy: 0.7800 Epoch 154/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7778 Epoch 155/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7776 Epoch 156/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7824 Epoch 157/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4506 - accuracy: 0.7793 Epoch 158/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7793 Epoch 159/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7790 Epoch 160/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4510 - accuracy: 0.7784 Epoch 161/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7815 Epoch 162/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7820 Epoch 163/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4505 - accuracy: 0.7784 Epoch 164/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7804: 0s - loss: 0.4504 - accuracy: 0.78 Epoch 165/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7786 Epoch 166/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7798 Epoch 167/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7779 Epoch 168/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7800 Epoch 169/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7773 Epoch 170/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7780 Epoch 171/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4506 - accuracy: 0.7804 Epoch 172/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7792 Epoch 173/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7789 Epoch 174/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4505 - accuracy: 0.7788 Epoch 175/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7811 Epoch 176/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7800 Epoch 177/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7801 Epoch 178/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4505 - accuracy: 0.7788 Epoch 179/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7788 Epoch 180/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7826 Epoch 181/500 359/359 [==============================] - 0s 984us/step - loss: 0.4494 - accuracy: 0.7834 Epoch 182/500 359/359 [==============================] - 0s 986us/step - loss: 0.4505 - accuracy: 0.7802 Epoch 183/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7808 Epoch 184/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4503 - accuracy: 0.7773 Epoch 185/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7809 Epoch 186/500 359/359 [==============================] - 0s 975us/step - loss: 0.4505 - accuracy: 0.7800 Epoch 187/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4509 - accuracy: 0.7814 Epoch 188/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7812 Epoch 189/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4503 - accuracy: 0.7783 Epoch 190/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7798 Epoch 191/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7798 Epoch 192/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7820 Epoch 193/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7785 Epoch 194/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7818 Epoch 195/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7799 Epoch 196/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7786 Epoch 197/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7817 Epoch 198/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7777 Epoch 199/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7814 Epoch 200/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7817 Epoch 201/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7794 Epoch 202/500 359/359 [==============================] - 0s 969us/step - loss: 0.4502 - accuracy: 0.7798 Epoch 203/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7801 Epoch 204/500 359/359 [==============================] - 0s 990us/step - loss: 0.4496 - accuracy: 0.7789 Epoch 205/500 359/359 [==============================] - 0s 988us/step - loss: 0.4496 - accuracy: 0.7788 Epoch 206/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7813 Epoch 207/500 359/359 [==============================] - 0s 975us/step - loss: 0.4501 - accuracy: 0.7807 Epoch 208/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7781 Epoch 209/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7807: 0s - loss: 0.4500 - accuracy: Epoch 210/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7784 Epoch 211/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7812 Epoch 212/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7813 Epoch 213/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7793 Epoch 214/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7798 Epoch 215/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7784 Epoch 216/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7821 Epoch 217/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4503 - accuracy: 0.7800: 0s - loss: 0.4490 - accu Epoch 218/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7800 Epoch 219/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7787 Epoch 220/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7800 Epoch 221/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7796 Epoch 222/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7807 Epoch 223/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7801 Epoch 224/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7800 Epoch 225/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7811 Epoch 226/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7833 Epoch 227/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7802 Epoch 228/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4498 - accuracy: 0.7780 Epoch 229/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4502 - accuracy: 0.7793 Epoch 230/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7816 Epoch 231/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7798 Epoch 232/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7783 Epoch 233/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7809 Epoch 234/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7798 Epoch 235/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7793 Epoch 236/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7794 Epoch 237/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7800 Epoch 238/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7801 Epoch 239/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4490 - accuracy: 0.7811 Epoch 240/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7800 Epoch 241/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7806 Epoch 242/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7820 Epoch 243/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7798 Epoch 244/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7807 Epoch 245/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7824 Epoch 246/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7804 Epoch 247/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7825 Epoch 248/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4494 - accuracy: 0.7791 Epoch 249/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7790 Epoch 250/500 359/359 [==============================] - 0s 962us/step - loss: 0.4487 - accuracy: 0.7824 Epoch 251/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7795 Epoch 252/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7825 Epoch 253/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7788 Epoch 254/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7823 Epoch 255/500 359/359 [==============================] - 0s 996us/step - loss: 0.4491 - accuracy: 0.7800 Epoch 256/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7820 Epoch 257/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4494 - accuracy: 0.7794 Epoch 258/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7793 Epoch 259/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7810 Epoch 260/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7815 Epoch 261/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7803 Epoch 262/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7813 Epoch 263/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7799 Epoch 264/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7799 Epoch 265/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7800 Epoch 266/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7814 Epoch 267/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7804 Epoch 268/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7817 Epoch 269/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7797 Epoch 270/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4493 - accuracy: 0.7783 Epoch 271/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7799 Epoch 272/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7808 Epoch 273/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7809 Epoch 274/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7805 Epoch 275/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7814 Epoch 276/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7791 Epoch 277/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4491 - accuracy: 0.7806 Epoch 278/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4497 - accuracy: 0.7822 Epoch 279/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7820 Epoch 280/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7816 Epoch 281/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7798 Epoch 282/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7824 Epoch 283/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7807 Epoch 284/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7803 Epoch 285/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7806 Epoch 286/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7796 Epoch 287/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7812 Epoch 288/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7814 Epoch 289/500 359/359 [==============================] - 0s 999us/step - loss: 0.4487 - accuracy: 0.7789 Epoch 290/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4483 - accuracy: 0.7803 Epoch 291/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4489 - accuracy: 0.7813 Epoch 292/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7809 Epoch 293/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4489 - accuracy: 0.7816 Epoch 294/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7802 Epoch 295/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7809 Epoch 296/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7804 Epoch 297/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4487 - accuracy: 0.7814 Epoch 298/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4482 - accuracy: 0.7805 Epoch 299/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4485 - accuracy: 0.7804 Epoch 300/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7793 Epoch 301/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7832 Epoch 302/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4484 - accuracy: 0.7798 Epoch 303/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4485 - accuracy: 0.7797 Epoch 304/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7820 Epoch 305/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7806: 0s - loss: 0.4466 - accuracy Epoch 306/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7800 Epoch 307/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7816 Epoch 308/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7797 Epoch 309/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4490 - accuracy: 0.7802 Epoch 310/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4484 - accuracy: 0.7812 Epoch 311/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7823 Epoch 312/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7814 Epoch 313/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7795 Epoch 314/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7813 Epoch 315/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4488 - accuracy: 0.7804 Epoch 316/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7788 Epoch 317/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7782 Epoch 318/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7804 Epoch 319/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7831 Epoch 320/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7814 Epoch 321/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7797 Epoch 322/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7800 Epoch 323/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7793 Epoch 324/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7800 Epoch 325/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7831 Epoch 326/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7830 Epoch 327/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7814 Epoch 328/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4486 - accuracy: 0.7793 Epoch 329/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7815 Epoch 330/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7832: 0s - loss: 0.4518 - ac Epoch 331/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4482 - accuracy: 0.7807 Epoch 332/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4476 - accuracy: 0.7807 Epoch 333/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7816 Epoch 334/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4476 - accuracy: 0.7818 Epoch 335/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7827 Epoch 336/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7813 Epoch 337/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7825 Epoch 338/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7809 Epoch 339/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7793 Epoch 340/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4481 - accuracy: 0.7814 Epoch 341/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7818 Epoch 342/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4476 - accuracy: 0.7823 Epoch 343/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4480 - accuracy: 0.7820 Epoch 344/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7798 Epoch 345/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7795: 0s - loss: 0.4450 - accuracy: 0. Epoch 346/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4476 - accuracy: 0.7807 Epoch 347/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7819 Epoch 348/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4482 - accuracy: 0.7811 Epoch 349/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7823 Epoch 350/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7807 Epoch 351/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4473 - accuracy: 0.7809 Epoch 352/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7813 Epoch 353/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4471 - accuracy: 0.7796 Epoch 354/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7800 Epoch 355/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7794 Epoch 356/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7800 Epoch 357/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7801 Epoch 358/500 359/359 [==============================] - 0s 994us/step - loss: 0.4465 - accuracy: 0.78410s - loss: 0.4486 - accuracy: Epoch 359/500 359/359 [==============================] - 0s 980us/step - loss: 0.4478 - accuracy: 0.7807 Epoch 360/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7816 Epoch 361/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7820 Epoch 362/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4470 - accuracy: 0.7813 Epoch 363/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7798 Epoch 364/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4470 - accuracy: 0.7820 Epoch 365/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4472 - accuracy: 0.7812: 0s - loss: 0.4472 - accuracy: 0.78 Epoch 366/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7801 Epoch 367/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7814 Epoch 368/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4479 - accuracy: 0.7824 Epoch 369/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7816 Epoch 370/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7801 Epoch 371/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4472 - accuracy: 0.7813 Epoch 372/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7834 Epoch 373/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7791 Epoch 374/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7805 Epoch 375/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7790 Epoch 376/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4472 - accuracy: 0.7817 Epoch 377/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7814: 0s - loss: 0.4451 - accuracy Epoch 378/500 359/359 [==============================] - 0s 1000us/step - loss: 0.4477 - accuracy: 0.7819 Epoch 379/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7800 Epoch 380/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7835 Epoch 381/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7808 Epoch 382/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7814 Epoch 383/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7797 Epoch 384/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7812 Epoch 385/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7809 Epoch 386/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7834 Epoch 387/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7825 Epoch 388/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7818 Epoch 389/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4470 - accuracy: 0.7820 Epoch 390/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7811 Epoch 391/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7827 Epoch 392/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4472 - accuracy: 0.7810 Epoch 393/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4474 - accuracy: 0.7814 Epoch 394/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7816 Epoch 395/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7806 Epoch 396/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7832 Epoch 397/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7789 Epoch 398/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7789 Epoch 399/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7813 Epoch 400/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7807 Epoch 401/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7818 Epoch 402/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7834 Epoch 403/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7819 Epoch 404/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7806 Epoch 405/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7820 Epoch 406/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7814 Epoch 407/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4475 - accuracy: 0.7809 Epoch 408/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7826 Epoch 409/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7841 Epoch 410/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7821 Epoch 411/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7820 Epoch 412/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7800 Epoch 413/500 359/359 [==============================] - 0s 967us/step - loss: 0.4464 - accuracy: 0.7831 Epoch 414/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7805 Epoch 415/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7812 Epoch 416/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7820 Epoch 417/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7809 Epoch 418/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7823 Epoch 419/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7808 Epoch 420/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4470 - accuracy: 0.7827 Epoch 421/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7818 Epoch 422/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7829 Epoch 423/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7820 Epoch 424/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7802 Epoch 425/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7804 Epoch 426/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4467 - accuracy: 0.7822 Epoch 427/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7807 Epoch 428/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7811 Epoch 429/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7824 Epoch 430/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7798 Epoch 431/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7818 Epoch 432/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7823 Epoch 433/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7800 Epoch 434/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7819 Epoch 435/500 359/359 [==============================] - 0s 972us/step - loss: 0.4456 - accuracy: 0.7814 Epoch 436/500 359/359 [==============================] - 0s 976us/step - loss: 0.4457 - accuracy: 0.7825 Epoch 437/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7802 Epoch 438/500 359/359 [==============================] - 0s 983us/step - loss: 0.4461 - accuracy: 0.7811 Epoch 439/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7800 Epoch 440/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7829 Epoch 441/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7814 Epoch 442/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7819 Epoch 443/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4465 - accuracy: 0.7819 Epoch 444/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7813 Epoch 445/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7827 Epoch 446/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7823 Epoch 447/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7795 Epoch 448/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7812 Epoch 449/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7809 Epoch 450/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7813 Epoch 451/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7815 Epoch 452/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7815 Epoch 453/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7824 Epoch 454/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7812 Epoch 455/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7805 Epoch 456/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7807 Epoch 457/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7834 Epoch 458/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7805 Epoch 459/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7827 Epoch 460/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7809 Epoch 461/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7820 Epoch 462/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7834 Epoch 463/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7806 Epoch 464/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7820 Epoch 465/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7804 Epoch 466/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7822 Epoch 467/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7794 Epoch 468/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7803 Epoch 469/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4454 - accuracy: 0.7810 Epoch 470/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7787 Epoch 471/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7786 Epoch 472/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7798 Epoch 473/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7810 Epoch 474/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7822 Epoch 475/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7790 Epoch 476/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7800 Epoch 477/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7827 Epoch 478/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7807 Epoch 479/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7833 Epoch 480/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7807 Epoch 481/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7824 Epoch 482/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7829 Epoch 483/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7828 Epoch 484/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7795 Epoch 485/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7807 Epoch 486/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7804 Epoch 487/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7816 Epoch 488/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7812 Epoch 489/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4461 - accuracy: 0.7786 Epoch 490/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4451 - accuracy: 0.7827 Epoch 491/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7827 Epoch 492/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7797 Epoch 493/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4460 - accuracy: 0.7824 Epoch 494/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7834 Epoch 495/500 359/359 [==============================] - 0s 997us/step - loss: 0.4464 - accuracy: 0.7800 Epoch 496/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7827 Epoch 497/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7838 Epoch 498/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7818 Epoch 499/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7832 Epoch 500/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7826 Epoch 1/500 359/359 [==============================] - 0s 1ms/step - loss: 0.6525 - accuracy: 0.6010 Epoch 2/500 359/359 [==============================] - 1s 2ms/step - loss: 0.5816 - accuracy: 0.7255 Epoch 3/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5465 - accuracy: 0.7423 Epoch 4/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5214 - accuracy: 0.7556 Epoch 5/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5073 - accuracy: 0.7574: 0s - loss: 0.5111 - accuracy Epoch 6/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4994 - accuracy: 0.7594 Epoch 7/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4945 - accuracy: 0.7611 Epoch 8/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4917 - accuracy: 0.7607 Epoch 9/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4894 - accuracy: 0.7606 Epoch 10/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4878 - accuracy: 0.7613 Epoch 11/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4866 - accuracy: 0.7620 Epoch 12/500 359/359 [==============================] - 0s 976us/step - loss: 0.4849 - accuracy: 0.7620 Epoch 13/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4842 - accuracy: 0.7650 Epoch 14/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4833 - accuracy: 0.7641 Epoch 15/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4825 - accuracy: 0.7640 Epoch 16/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4820 - accuracy: 0.7643 Epoch 17/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4812 - accuracy: 0.7656 Epoch 18/500 359/359 [==============================] - 0s 983us/step - loss: 0.4811 - accuracy: 0.7662 Epoch 19/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4801 - accuracy: 0.7659 Epoch 20/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4798 - accuracy: 0.7657 Epoch 21/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4796 - accuracy: 0.7680: 0s - loss: 0.4840 - ac Epoch 22/500 359/359 [==============================] - 0s 999us/step - loss: 0.4790 - accuracy: 0.7676 Epoch 23/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4784 - accuracy: 0.7676 Epoch 24/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4780 - accuracy: 0.7675 Epoch 25/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4775 - accuracy: 0.7682 Epoch 26/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4768 - accuracy: 0.7683 Epoch 27/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4765 - accuracy: 0.7695 Epoch 28/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4763 - accuracy: 0.7681 Epoch 29/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4759 - accuracy: 0.7687 Epoch 30/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4756 - accuracy: 0.7686 Epoch 31/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4746 - accuracy: 0.7684 Epoch 32/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4747 - accuracy: 0.7687 Epoch 33/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4743 - accuracy: 0.7695: 0s - loss: 0.4786 - accuracy Epoch 34/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4736 - accuracy: 0.7707 Epoch 35/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4727 - accuracy: 0.7719 Epoch 36/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4721 - accuracy: 0.7710 Epoch 37/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4713 - accuracy: 0.7731: 0s - loss: 0.4703 - accuracy: 0. Epoch 38/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4703 - accuracy: 0.7732 Epoch 39/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4693 - accuracy: 0.7727 Epoch 40/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4683 - accuracy: 0.7734 Epoch 41/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4676 - accuracy: 0.7739 Epoch 42/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4664 - accuracy: 0.7731 Epoch 43/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4664 - accuracy: 0.7722 Epoch 44/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4664 - accuracy: 0.7756 Epoch 45/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4658 - accuracy: 0.7730 Epoch 46/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4654 - accuracy: 0.7749 Epoch 47/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4647 - accuracy: 0.7772: 0s - loss: 0.4595 - accuracy Epoch 48/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4642 - accuracy: 0.7741 Epoch 49/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4636 - accuracy: 0.7770 Epoch 50/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4627 - accuracy: 0.7760 Epoch 51/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4616 - accuracy: 0.7773 Epoch 52/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4611 - accuracy: 0.7756 Epoch 53/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4605 - accuracy: 0.7797 Epoch 54/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4594 - accuracy: 0.7819 Epoch 55/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4589 - accuracy: 0.7823 Epoch 56/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4580 - accuracy: 0.7820 Epoch 57/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4575 - accuracy: 0.7830 Epoch 58/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4568 - accuracy: 0.7814: 0s - loss: 0.4562 - accuracy Epoch 59/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4569 - accuracy: 0.7827 Epoch 60/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4565 - accuracy: 0.7830 Epoch 61/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4562 - accuracy: 0.7835 Epoch 62/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7832 Epoch 63/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4554 - accuracy: 0.7842 Epoch 64/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4548 - accuracy: 0.7850 Epoch 65/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4550 - accuracy: 0.7841 Epoch 66/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7847 Epoch 67/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7840 Epoch 68/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4540 - accuracy: 0.7832 Epoch 69/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4533 - accuracy: 0.7827 Epoch 70/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4537 - accuracy: 0.7832 Epoch 71/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7867 Epoch 72/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4528 - accuracy: 0.7847 Epoch 73/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7841 Epoch 74/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7848 Epoch 75/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7859 Epoch 76/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4515 - accuracy: 0.7871 Epoch 77/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4511 - accuracy: 0.7859 Epoch 78/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4508 - accuracy: 0.7870 Epoch 79/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.7870 Epoch 80/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4505 - accuracy: 0.7844 Epoch 81/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4499 - accuracy: 0.7879 Epoch 82/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4496 - accuracy: 0.7861 Epoch 83/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4495 - accuracy: 0.7853 Epoch 84/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4492 - accuracy: 0.7863 Epoch 85/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4495 - accuracy: 0.7855 Epoch 86/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4487 - accuracy: 0.7854 Epoch 87/500 359/359 [==============================] - 0s 837us/step - loss: 0.4485 - accuracy: 0.7864 Epoch 88/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4483 - accuracy: 0.7885 Epoch 89/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4483 - accuracy: 0.7867 Epoch 90/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4478 - accuracy: 0.7875 Epoch 91/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7868 Epoch 92/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4477 - accuracy: 0.7859 Epoch 93/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4478 - accuracy: 0.7868 Epoch 94/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4477 - accuracy: 0.7865 Epoch 95/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4472 - accuracy: 0.7856: 0s - loss: 0.4492 - accuracy: 0.78 Epoch 96/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4471 - accuracy: 0.7874 Epoch 97/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4473 - accuracy: 0.7856 Epoch 98/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4470 - accuracy: 0.7867 Epoch 99/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4469 - accuracy: 0.7864 Epoch 100/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7854 Epoch 101/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4468 - accuracy: 0.7847 Epoch 102/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7868 Epoch 103/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4464 - accuracy: 0.7853 Epoch 104/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7876 Epoch 105/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7884: 0s - loss: 0.4426 - accuracy: Epoch 106/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7875 Epoch 107/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4466 - accuracy: 0.7871 Epoch 108/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4459 - accuracy: 0.7852 Epoch 109/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4463 - accuracy: 0.7865 Epoch 110/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7869: 0s - loss: 0.4470 - accuracy: 0.78 Epoch 111/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7863 Epoch 112/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4458 - accuracy: 0.7880 Epoch 113/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7880 Epoch 114/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4462 - accuracy: 0.7875 Epoch 115/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7856 Epoch 116/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7890 Epoch 117/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4453 - accuracy: 0.7857 Epoch 118/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7870 Epoch 119/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4456 - accuracy: 0.7866 Epoch 120/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4457 - accuracy: 0.7870: 0s - loss: 0.4445 - accuracy: 0. Epoch 121/500 359/359 [==============================] - 0s 972us/step - loss: 0.4457 - accuracy: 0.7857 Epoch 122/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4455 - accuracy: 0.7868 Epoch 123/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4451 - accuracy: 0.7866 Epoch 124/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4451 - accuracy: 0.7866 Epoch 125/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4449 - accuracy: 0.7885: 0s - loss: 0.4459 - accuracy: 0.78 Epoch 126/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4447 - accuracy: 0.7875 Epoch 127/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4448 - accuracy: 0.7888 Epoch 128/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4447 - accuracy: 0.7883 Epoch 129/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4447 - accuracy: 0.7874 Epoch 130/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4443 - accuracy: 0.7890 Epoch 131/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4446 - accuracy: 0.7873 Epoch 132/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4437 - accuracy: 0.7878 Epoch 133/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4442 - accuracy: 0.7865: 0s - loss: 0.4415 - accuracy: 0. Epoch 134/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4439 - accuracy: 0.7869 Epoch 135/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4437 - accuracy: 0.7881 Epoch 136/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4438 - accuracy: 0.7867 Epoch 137/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4436 - accuracy: 0.7887 Epoch 138/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4432 - accuracy: 0.7884 Epoch 139/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4436 - accuracy: 0.7853 Epoch 140/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4435 - accuracy: 0.7868 Epoch 141/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4435 - accuracy: 0.7881 Epoch 142/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4435 - accuracy: 0.7863 Epoch 143/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7881 Epoch 144/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4430 - accuracy: 0.7894 Epoch 145/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4430 - accuracy: 0.7860 Epoch 146/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4428 - accuracy: 0.7875 Epoch 147/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4430 - accuracy: 0.7869 Epoch 148/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7874 Epoch 149/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7869 Epoch 150/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7868 Epoch 151/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7878 Epoch 152/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4426 - accuracy: 0.7881 Epoch 153/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7861 Epoch 154/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7864: 0s - loss: 0.4428 - accuracy: 0.78 Epoch 155/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4427 - accuracy: 0.7888 Epoch 156/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4423 - accuracy: 0.7881 Epoch 157/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7895 Epoch 158/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7895 Epoch 159/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7897: 0s - loss: 0.4486 - accuracy Epoch 160/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7880 Epoch 161/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4422 - accuracy: 0.7890 Epoch 162/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4421 - accuracy: 0.7874 Epoch 163/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4417 - accuracy: 0.7897 Epoch 164/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4420 - accuracy: 0.7890 Epoch 165/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4419 - accuracy: 0.7881 Epoch 166/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7891 Epoch 167/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4417 - accuracy: 0.7879 Epoch 168/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4418 - accuracy: 0.7881 Epoch 169/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4419 - accuracy: 0.7891 Epoch 170/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4415 - accuracy: 0.7902 Epoch 171/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4414 - accuracy: 0.7883 Epoch 172/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4414 - accuracy: 0.7888 Epoch 173/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4415 - accuracy: 0.7874: 0s - loss: 0.4176 - accuracy: 0. - ETA: 0s - loss: 0.4366 - accura Epoch 174/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4420 - accuracy: 0.7889 Epoch 175/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4417 - accuracy: 0.7903 Epoch 176/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4413 - accuracy: 0.7886 Epoch 177/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4415 - accuracy: 0.7890 Epoch 178/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7886 Epoch 179/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4411 - accuracy: 0.7893 Epoch 180/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4413 - accuracy: 0.7897 Epoch 181/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4419 - accuracy: 0.7895 Epoch 182/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7896 Epoch 183/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7891 Epoch 184/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4411 - accuracy: 0.7910 Epoch 185/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7894 Epoch 186/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4412 - accuracy: 0.7916 Epoch 187/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4411 - accuracy: 0.7872 Epoch 188/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7901 Epoch 189/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4415 - accuracy: 0.7884 Epoch 190/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4411 - accuracy: 0.7901 Epoch 191/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4413 - accuracy: 0.7900 Epoch 192/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7888 Epoch 193/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4415 - accuracy: 0.7900 Epoch 194/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7882 Epoch 195/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7898 Epoch 196/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4406 - accuracy: 0.7891 Epoch 197/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7892 Epoch 198/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4413 - accuracy: 0.7881 Epoch 199/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7870 Epoch 200/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7873 Epoch 201/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7912 Epoch 202/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7896: 0s - loss: 0.4427 - accuracy: Epoch 203/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7902: 0s - loss: 0.4383 - accuracy Epoch 204/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7891 Epoch 205/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4405 - accuracy: 0.7908 Epoch 206/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4410 - accuracy: 0.7883 Epoch 207/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4412 - accuracy: 0.7882 Epoch 208/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7898 Epoch 209/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7910 Epoch 210/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4403 - accuracy: 0.7893 Epoch 211/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7902: 0s - loss: 0.4399 - accuracy Epoch 212/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4405 - accuracy: 0.7908 Epoch 213/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4406 - accuracy: 0.7893 Epoch 214/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7902: 0s - loss: 0.4442 - accuracy: 0. Epoch 215/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7895: 0s - loss: 0.4441 - accuracy: Epoch 216/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7895 Epoch 217/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7875 Epoch 218/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7904 Epoch 219/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4405 - accuracy: 0.7897 Epoch 220/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7876 Epoch 221/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4405 - accuracy: 0.7899: 0s - loss: 0.4393 - accuracy: Epoch 222/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7902 Epoch 223/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7885 Epoch 224/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4407 - accuracy: 0.7873 Epoch 225/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7885 Epoch 226/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7879 Epoch 227/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7868 Epoch 228/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4409 - accuracy: 0.7878 Epoch 229/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7900 Epoch 230/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4406 - accuracy: 0.7881 Epoch 231/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4408 - accuracy: 0.7871: 0s - loss: 0.4442 - accuracy: Epoch 232/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7906 Epoch 233/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7890 Epoch 234/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4403 - accuracy: 0.7904 Epoch 235/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7878: 0s - loss: 0.4472 - accuracy: Epoch 236/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7869 Epoch 237/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4402 - accuracy: 0.7883 Epoch 238/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4400 - accuracy: 0.7870 Epoch 239/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7906 Epoch 240/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7882 Epoch 241/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4403 - accuracy: 0.7870 Epoch 242/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4403 - accuracy: 0.7906: 0s - loss: 0.4407 - accuracy: Epoch 243/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4406 - accuracy: 0.7880: 0s - loss: 0.4355 - accura Epoch 244/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7893 Epoch 245/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7866 Epoch 246/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7882 Epoch 247/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4397 - accuracy: 0.7888 Epoch 248/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7887 Epoch 249/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4401 - accuracy: 0.7886 Epoch 250/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4404 - accuracy: 0.7888 Epoch 251/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4396 - accuracy: 0.7877: 0s - loss: 0.4574 - accuracy: - ETA: 0s - loss: 0.4439 - accuracy Epoch 252/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7883 Epoch 253/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7885 Epoch 254/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7878 Epoch 255/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7875 Epoch 256/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7888 Epoch 257/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4388 - accuracy: 0.7898 Epoch 258/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4396 - accuracy: 0.7876 Epoch 259/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4396 - accuracy: 0.7902 Epoch 260/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4393 - accuracy: 0.7897 Epoch 261/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7891 Epoch 262/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4397 - accuracy: 0.7888 Epoch 263/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4399 - accuracy: 0.7908: 0s - loss: 0.4402 - accuracy: 0.79 Epoch 264/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4398 - accuracy: 0.7895 Epoch 265/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4393 - accuracy: 0.7886 Epoch 266/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4393 - accuracy: 0.7883 Epoch 267/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4394 - accuracy: 0.7895 Epoch 268/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4393 - accuracy: 0.7875 Epoch 269/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4393 - accuracy: 0.7871 Epoch 270/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4394 - accuracy: 0.7873 Epoch 271/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4391 - accuracy: 0.7883 Epoch 272/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7883 Epoch 273/500 359/359 [==============================] - 0s 995us/step - loss: 0.4389 - accuracy: 0.7892 Epoch 274/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4388 - accuracy: 0.7883 Epoch 275/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4391 - accuracy: 0.7887 Epoch 276/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4391 - accuracy: 0.7875 Epoch 277/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4392 - accuracy: 0.7904 Epoch 278/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7890 Epoch 279/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7895: 0s - loss: 0.4409 - accuracy: Epoch 280/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7915 Epoch 281/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7877 Epoch 282/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4392 - accuracy: 0.7897 Epoch 283/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4393 - accuracy: 0.7904 Epoch 284/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7905: 0s - loss: 0.4364 - accuracy Epoch 285/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4391 - accuracy: 0.7898 Epoch 286/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7894 Epoch 287/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7900 Epoch 288/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4388 - accuracy: 0.7891 Epoch 289/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7908 Epoch 290/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7901 Epoch 291/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4388 - accuracy: 0.7915 Epoch 292/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4388 - accuracy: 0.7920 Epoch 293/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7900 Epoch 294/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7885 Epoch 295/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4384 - accuracy: 0.7907 Epoch 296/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7911 Epoch 297/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4388 - accuracy: 0.7895 Epoch 298/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7919 Epoch 299/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4390 - accuracy: 0.7895 Epoch 300/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7915 Epoch 301/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7895 Epoch 302/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4389 - accuracy: 0.7887 Epoch 303/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7904: 0s - loss: 0.4411 - accuracy: 0.78 Epoch 304/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7900 Epoch 305/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7902 Epoch 306/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7922 Epoch 307/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4385 - accuracy: 0.7901 Epoch 308/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7918 Epoch 309/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4383 - accuracy: 0.7910 Epoch 310/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7923 Epoch 311/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4383 - accuracy: 0.7896 Epoch 312/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7912: 0s - loss: 0.4400 - accuracy: 0.79 - ETA: 0s - loss: 0.4394 - accuracy: 0. Epoch 313/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4386 - accuracy: 0.7891: 0s - loss: 0.4389 - accuracy: Epoch 314/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4385 - accuracy: 0.7902 Epoch 315/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4382 - accuracy: 0.7906 Epoch 316/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7915 Epoch 317/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7928 Epoch 318/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4384 - accuracy: 0.7913 Epoch 319/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4387 - accuracy: 0.7906 Epoch 320/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7921 Epoch 321/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7908: 0s - loss: 0.4340 - accuracy: 0. Epoch 322/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4383 - accuracy: 0.7906 Epoch 323/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7920: 0s - loss: 0.4390 - accuracy Epoch 324/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4382 - accuracy: 0.7928 Epoch 325/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7905 Epoch 326/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7915 Epoch 327/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4380 - accuracy: 0.7928 Epoch 328/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7895 Epoch 329/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4378 - accuracy: 0.7900 Epoch 330/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4384 - accuracy: 0.7909 Epoch 331/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4378 - accuracy: 0.7914 Epoch 332/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7926 Epoch 333/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7914 Epoch 334/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4380 - accuracy: 0.7921: 0s - loss: 0.4368 - accu Epoch 335/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4382 - accuracy: 0.7922: 0s - loss: 0.4425 - accuracy: Epoch 336/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7902 Epoch 337/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7912 Epoch 338/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7876 Epoch 339/500 359/359 [==============================] - 0s 983us/step - loss: 0.4377 - accuracy: 0.7909 Epoch 340/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4381 - accuracy: 0.7904: 0s - loss: 0.4459 - accu Epoch 341/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7912 Epoch 342/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4378 - accuracy: 0.7927 Epoch 343/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7919 Epoch 344/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7917 Epoch 345/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7934 Epoch 346/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7912 Epoch 347/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7902 Epoch 348/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7922 Epoch 349/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4378 - accuracy: 0.7927 Epoch 350/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7920 Epoch 351/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7932 Epoch 352/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7917 Epoch 353/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7929 Epoch 354/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7923 Epoch 355/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7921 Epoch 356/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7917 Epoch 357/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7921 Epoch 358/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7926 Epoch 359/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7925 Epoch 360/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7924 Epoch 361/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7924 Epoch 362/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7929 Epoch 363/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7925 Epoch 364/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7929 Epoch 365/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7899 Epoch 366/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4379 - accuracy: 0.7936 Epoch 367/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7922 Epoch 368/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7932 Epoch 369/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7928 Epoch 370/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7915 Epoch 371/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7936 Epoch 372/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7913 Epoch 373/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7931 Epoch 374/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7914 Epoch 375/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7919 Epoch 376/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7918 Epoch 377/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7927 Epoch 378/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7923 Epoch 379/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7915 Epoch 380/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4373 - accuracy: 0.7915 Epoch 381/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4372 - accuracy: 0.7923 Epoch 382/500 359/359 [==============================] - 0s 983us/step - loss: 0.4373 - accuracy: 0.7932 Epoch 383/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7917 Epoch 384/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7935 Epoch 385/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7912 Epoch 386/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4377 - accuracy: 0.7913 Epoch 387/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7928 Epoch 388/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7920 Epoch 389/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4370 - accuracy: 0.7932 Epoch 390/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7922 Epoch 391/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7919 Epoch 392/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7927 Epoch 393/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7904 Epoch 394/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7923 Epoch 395/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7944 Epoch 396/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7902 Epoch 397/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7922 Epoch 398/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7930 Epoch 399/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7919 Epoch 400/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7924 Epoch 401/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7933 Epoch 402/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7922: 0s - loss: 0.4460 - accuracy Epoch 403/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4366 - accuracy: 0.7924 Epoch 404/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7919 Epoch 405/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7915 Epoch 406/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4376 - accuracy: 0.7914 Epoch 407/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7910 Epoch 408/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4373 - accuracy: 0.7936 Epoch 409/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4375 - accuracy: 0.7938 Epoch 410/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7911 Epoch 411/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7922 Epoch 412/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7921 Epoch 413/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7899 Epoch 414/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7946 Epoch 415/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7916 Epoch 416/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4373 - accuracy: 0.7912 Epoch 417/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7936 Epoch 418/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4366 - accuracy: 0.7931 Epoch 419/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4375 - accuracy: 0.7921 Epoch 420/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7920 Epoch 421/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7906 Epoch 422/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7939 Epoch 423/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7919 Epoch 424/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7930 Epoch 425/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7911 Epoch 426/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7922 Epoch 427/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7930 Epoch 428/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7906 Epoch 429/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7904 Epoch 430/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7931 Epoch 431/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4372 - accuracy: 0.7928 Epoch 432/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4366 - accuracy: 0.7927: 0s - loss: 0.4358 - accuracy: 0. Epoch 433/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7929 Epoch 434/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7937 Epoch 435/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4367 - accuracy: 0.7910 Epoch 436/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4367 - accuracy: 0.7929 Epoch 437/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4366 - accuracy: 0.7918 Epoch 438/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7920 Epoch 439/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4364 - accuracy: 0.7928: 0s - loss: 0.4378 - accuracy: Epoch 440/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7919: 0s - loss: 0.4230 - ac Epoch 441/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7911 Epoch 442/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7935 Epoch 443/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4372 - accuracy: 0.7944 Epoch 444/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7918 Epoch 445/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7929: 0s - loss: 0.4423 - accu Epoch 446/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7925 Epoch 447/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4374 - accuracy: 0.7924 Epoch 448/500 359/359 [==============================] - 0s 977us/step - loss: 0.4371 - accuracy: 0.7928 Epoch 449/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7917 Epoch 450/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7915: 0s - loss: 0.4348 - accuracy: Epoch 451/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7929 Epoch 452/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4366 - accuracy: 0.7939 Epoch 453/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4377 - accuracy: 0.7922 Epoch 454/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7901 Epoch 455/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7929 Epoch 456/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7922 Epoch 457/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7922 Epoch 458/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4369 - accuracy: 0.7933 Epoch 459/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4369 - accuracy: 0.7921: 0s - loss: 0.4369 - accuracy: 0.79 Epoch 460/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4369 - accuracy: 0.7929 Epoch 461/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4366 - accuracy: 0.7915 Epoch 462/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4368 - accuracy: 0.7917 Epoch 463/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4367 - accuracy: 0.7911 Epoch 464/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4367 - accuracy: 0.7927 Epoch 465/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4364 - accuracy: 0.7929 Epoch 466/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4372 - accuracy: 0.7907 Epoch 467/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4371 - accuracy: 0.7929 Epoch 468/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4368 - accuracy: 0.7926 Epoch 469/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4366 - accuracy: 0.7907: 0s - loss: 0.4370 - accu Epoch 470/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4363 - accuracy: 0.7924 Epoch 471/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4366 - accuracy: 0.7920 Epoch 472/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4370 - accuracy: 0.7924 Epoch 473/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4367 - accuracy: 0.7917 Epoch 474/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4367 - accuracy: 0.7921 Epoch 475/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7936 Epoch 476/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7918 Epoch 477/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4365 - accuracy: 0.7908 Epoch 478/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4370 - accuracy: 0.7944: 0s - loss: 0.4381 - accuracy: 0.79 Epoch 479/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7933 Epoch 480/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7927 Epoch 481/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4365 - accuracy: 0.7921: 0s - loss: 0.4373 - accuracy: Epoch 482/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7930 Epoch 483/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7926 Epoch 484/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7922 Epoch 485/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7919 Epoch 486/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7922 Epoch 487/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4367 - accuracy: 0.7945 Epoch 488/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7914: 0s - loss: 0.4321 - accuracy Epoch 489/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4367 - accuracy: 0.7932 Epoch 490/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4364 - accuracy: 0.7925 Epoch 491/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4363 - accuracy: 0.7927 Epoch 492/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7938 Epoch 493/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4369 - accuracy: 0.7919 Epoch 494/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7938 Epoch 495/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7913 Epoch 496/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7909: 0s - loss: 0.4404 - accuracy: Epoch 497/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4361 - accuracy: 0.7925 Epoch 498/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4368 - accuracy: 0.7923 Epoch 499/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4365 - accuracy: 0.7917 Epoch 500/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4371 - accuracy: 0.7908 Epoch 1/500 359/359 [==============================] - 0s 1ms/step - loss: 0.6688 - accuracy: 0.5527 Epoch 2/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5679 - accuracy: 0.7008 Epoch 3/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5295 - accuracy: 0.7389 Epoch 4/500 359/359 [==============================] - 0s 1ms/step - loss: 0.5063 - accuracy: 0.7554 Epoch 5/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4907 - accuracy: 0.7637 Epoch 6/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4811 - accuracy: 0.7658 Epoch 7/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4741 - accuracy: 0.7678 Epoch 8/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4693 - accuracy: 0.7703 Epoch 9/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4663 - accuracy: 0.7745 Epoch 10/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4641 - accuracy: 0.7764 Epoch 11/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4628 - accuracy: 0.7747 Epoch 12/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4614 - accuracy: 0.7769 Epoch 13/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4614 - accuracy: 0.7762 Epoch 14/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4603 - accuracy: 0.7778 Epoch 15/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4597 - accuracy: 0.7778 Epoch 16/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4590 - accuracy: 0.7780 Epoch 17/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4590 - accuracy: 0.7773 Epoch 18/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4583 - accuracy: 0.7771 Epoch 19/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4582 - accuracy: 0.7754 Epoch 20/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4575 - accuracy: 0.7781 Epoch 21/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4573 - accuracy: 0.7791 Epoch 22/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4573 - accuracy: 0.7776 Epoch 23/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4567 - accuracy: 0.7772 Epoch 24/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4566 - accuracy: 0.7774 Epoch 25/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4563 - accuracy: 0.7780 Epoch 26/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4560 - accuracy: 0.7779 Epoch 27/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4552 - accuracy: 0.7814: 0s - loss: 0.4479 - ac Epoch 28/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4559 - accuracy: 0.7780 Epoch 29/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4557 - accuracy: 0.7800 Epoch 30/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4555 - accuracy: 0.7769 Epoch 31/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4557 - accuracy: 0.7775 Epoch 32/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4554 - accuracy: 0.7786 Epoch 33/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4552 - accuracy: 0.7798 Epoch 34/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4554 - accuracy: 0.7790 Epoch 35/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4550 - accuracy: 0.7789 Epoch 36/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4556 - accuracy: 0.7805 Epoch 37/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7785 Epoch 38/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4553 - accuracy: 0.7796 Epoch 39/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4553 - accuracy: 0.7806 Epoch 40/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4552 - accuracy: 0.7786 Epoch 41/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4551 - accuracy: 0.7806 Epoch 42/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4546 - accuracy: 0.7771 Epoch 43/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4543 - accuracy: 0.7799 Epoch 44/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4548 - accuracy: 0.7794 Epoch 45/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7785 Epoch 46/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4549 - accuracy: 0.7780 Epoch 47/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4543 - accuracy: 0.7804 Epoch 48/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7794 Epoch 49/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7801: 0s - loss: 0.4524 - accuracy: 0. Epoch 50/500 359/359 [==============================] - 0s 978us/step - loss: 0.4541 - accuracy: 0.7794 Epoch 51/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4546 - accuracy: 0.7800 Epoch 52/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4541 - accuracy: 0.7795 Epoch 53/500 359/359 [==============================] - 0s 995us/step - loss: 0.4541 - accuracy: 0.7779 Epoch 54/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4539 - accuracy: 0.7806 Epoch 55/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7807 Epoch 56/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4539 - accuracy: 0.7806 Epoch 57/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4535 - accuracy: 0.7809 Epoch 58/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4531 - accuracy: 0.7787 Epoch 59/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4532 - accuracy: 0.7794: 0s - loss: 0.4526 - accuracy: 0.77 Epoch 60/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4533 - accuracy: 0.7808 Epoch 61/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4532 - accuracy: 0.7807 Epoch 62/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4529 - accuracy: 0.7813 Epoch 63/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7797 Epoch 64/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4535 - accuracy: 0.7802 Epoch 65/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4527 - accuracy: 0.7810 Epoch 66/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4524 - accuracy: 0.7798 Epoch 67/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4530 - accuracy: 0.7791 Epoch 68/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4525 - accuracy: 0.7793 Epoch 69/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4530 - accuracy: 0.7809 Epoch 70/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4524 - accuracy: 0.7818 Epoch 71/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4524 - accuracy: 0.7793 Epoch 72/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4523 - accuracy: 0.7807 Epoch 73/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4525 - accuracy: 0.7792 Epoch 74/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4522 - accuracy: 0.7793 Epoch 75/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4519 - accuracy: 0.7806 Epoch 76/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4520 - accuracy: 0.7803 Epoch 77/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4518 - accuracy: 0.7799 Epoch 78/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4523 - accuracy: 0.7802 Epoch 79/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4520 - accuracy: 0.7800 Epoch 80/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4516 - accuracy: 0.7804 Epoch 81/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4513 - accuracy: 0.7796 Epoch 82/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4519 - accuracy: 0.7798 Epoch 83/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4510 - accuracy: 0.7804 Epoch 84/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4516 - accuracy: 0.7800 Epoch 85/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4514 - accuracy: 0.7814 Epoch 86/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4512 - accuracy: 0.7798 Epoch 87/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4514 - accuracy: 0.7800 Epoch 88/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4513 - accuracy: 0.7816 Epoch 89/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4509 - accuracy: 0.7819 Epoch 90/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4506 - accuracy: 0.7824 Epoch 91/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4512 - accuracy: 0.7812 Epoch 92/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4514 - accuracy: 0.7800 Epoch 93/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4511 - accuracy: 0.7819: 0s - los Epoch 94/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4512 - accuracy: 0.7814 Epoch 95/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4506 - accuracy: 0.7821 Epoch 96/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4507 - accuracy: 0.7817 Epoch 97/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4501 - accuracy: 0.7827 Epoch 98/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4501 - accuracy: 0.7811 Epoch 99/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4504 - accuracy: 0.7819 Epoch 100/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7830 Epoch 101/500 359/359 [==============================] - 1s 2ms/step - loss: 0.4504 - accuracy: 0.7809 Epoch 102/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7826 Epoch 103/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4503 - accuracy: 0.7834 Epoch 104/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7830 Epoch 105/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4501 - accuracy: 0.7821 Epoch 106/500 359/359 [==============================] - 1s 1ms/step - loss: 0.4499 - accuracy: 0.7834 Epoch 107/500 359/359 [==============================] - 0s 1ms/step - loss: 0.4500 - accuracy: 0.7827 Epoch 108/500 277/359 [======================>.......] - ETA: 0s - loss: 0.4506 - accuracy: 0.7838
# Show the results
print("Best: %f using %s" % (grid_search.best_score_, grid_search.best_params_))
means = grid_result.cv_results_['mean_test_score']
stds = grid_result.cv_results_['std_test_score']
params = grid_result.cv_results_['params']
for mean, stdev, param in zip(means, stds, params):
print("%f (%f) with: %r" % (mean, stdev, param))
from sklearn.metrics import confusion_matrix, recall_score, precision_score, f1_score, roc_auc_score,accuracy_score
y_pred = grid_gri.predict(X_test)
y_pred = (y_pred > 0.5)
conf_matrix = confusion_matrix(y_test, y_pred)
print(conf_matrix)
sns.heatmap(conf_matrix,annot=True,fmt = 'd',square = True,
xticklabels=['not churn','churn'],
yticklabels=['not churn','churn'],
linewidths = 2,linecolor = 'w',cmap = 'Set1')
plt.subplots_adjust(wspace = .3,hspace = .3)
print(classification_report(y_test, y_pred))